warning: commands will be executed using /bin/sh
job 1435 at Sat Nov 23 13:42:00 2013
FileBase	/isis3/andresg/Achilles/Achilles151_11052013_reo/Achilles151_11052013_reo
ElecNo	18
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111100000
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	1
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 729999 data points of dimension 12.
meanDims = 12
Starting from 20 clusters...
--- Clustering full data set of 729999 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 38289 members 
Mstep: Class 3 contains 38556 members 
Mstep: Class 4 contains 38334 members 
Mstep: Class 5 contains 38599 members 
Mstep: Class 6 contains 38797 members 
Mstep: Class 7 contains 38398 members 
Mstep: Class 8 contains 38197 members 
Mstep: Class 9 contains 38301 members 
Mstep: Class 10 contains 38411 members 
Mstep: Class 11 contains 38601 members 
Mstep: Class 12 contains 38218 members 
Mstep: Class 13 contains 38098 members 
Mstep: Class 14 contains 38182 members 
Mstep: Class 15 contains 38325 members 
Mstep: Class 16 contains 38340 members 
Mstep: Class 17 contains 38594 members 
Mstep: Class 18 contains 38418 members 
Mstep: Class 19 contains 38361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 78.586021 but Gain 614.287109
Score: -24518646.000000 Penalty: 11057.153320
Iteration 0F: 19 clusters Score -2.451865e+07 nChanged 690749
Entering Unmasked Mstep 
Mstep: Class 0 contains 2009 members 
Mstep: Class 1 contains 88038 members 
Mstep: Class 2 contains 59142 members 
Mstep: Class 3 contains 14546 members 
Mstep: Class 4 contains 9141 members 
Mstep: Class 5 contains 10554 members 
Mstep: Class 6 contains 70306 members 
Mstep: Class 7 contains 69975 members 
Mstep: Class 8 contains 25806 members 
Mstep: Class 9 contains 106132 members 
Mstep: Class 10 contains 8080 members 
Mstep: Class 11 contains 34295 members 
Mstep: Class 12 contains 27656 members 
Mstep: Class 13 contains 23130 members 
Mstep: Class 14 contains 77349 members 
Mstep: Class 15 contains 31507 members 
Mstep: Class 16 contains 6861 members 
Mstep: Class 17 contains 25551 members 
Mstep: Class 18 contains 39921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27015010.000000 Penalty: 11057.153320
Iteration 1F: 19 clusters Score -2.701501e+07 nChanged 295905
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 125622 members 
Mstep: Class 2 contains 77319 members 
Mstep: Class 3 contains 11406 members 
Mstep: Class 4 contains 7111 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 37570 members 
Mstep: Class 7 contains 37511 members 
Mstep: Class 8 contains 24076 members 
Mstep: Class 9 contains 172611 members 
Mstep: Class 10 contains 2506 members 
Mstep: Class 11 contains 23662 members 
Mstep: Class 12 contains 29934 members 
Mstep: Class 13 contains 22593 members 
Mstep: Class 14 contains 49765 members 
Mstep: Class 15 contains 16179 members 
Mstep: Class 16 contains 2995 members 
Mstep: Class 17 contains 32004 members 
Mstep: Class 18 contains 50864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27568450.000000 Penalty: 11057.153320
Iteration 2F: 19 clusters Score -2.756845e+07 nChanged 173717
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 136914 members 
Mstep: Class 2 contains 82371 members 
Mstep: Class 3 contains 8489 members 
Mstep: Class 4 contains 6773 members 
Mstep: Class 5 contains 3534 members 
Mstep: Class 6 contains 17499 members 
Mstep: Class 7 contains 19271 members 
Mstep: Class 8 contains 18018 members 
Mstep: Class 9 contains 219325 members 
Mstep: Class 10 contains 2116 members 
Mstep: Class 11 contains 19966 members 
Mstep: Class 12 contains 30335 members 
Mstep: Class 13 contains 17737 members 
Mstep: Class 14 contains 36550 members 
Mstep: Class 15 contains 10027 members 
Mstep: Class 16 contains 2507 members 
Mstep: Class 17 contains 37740 members 
Mstep: Class 18 contains 60726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27817632.000000 Penalty: 11057.153320
Iteration 3F: 19 clusters Score -2.781763e+07 nChanged 116643
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 138473 members 
Mstep: Class 2 contains 80495 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 4 contains 6413 members 
Mstep: Class 5 contains 1957 members 
Mstep: Class 6 contains 7516 members 
Mstep: Class 7 contains 11548 members 
Mstep: Class 8 contains 13018 members 
Mstep: Class 9 contains 254212 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 15416 members 
Mstep: Class 12 contains 28129 members 
Mstep: Class 13 contains 13724 members 
Mstep: Class 14 contains 31587 members 
Mstep: Class 15 contains 5302 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 43764 members 
Mstep: Class 18 contains 68192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27947580.000000 Penalty: 11057.153320
Iteration 4F: 19 clusters Score -2.794758e+07 nChanged 84476
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 137193 members 
Mstep: Class 2 contains 75674 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 6278 members 
Mstep: Class 5 contains 1257 members 
Mstep: Class 6 contains 3792 members 
Mstep: Class 7 contains 8301 members 
Mstep: Class 8 contains 9681 members 
Mstep: Class 9 contains 280728 members 
Mstep: Class 10 contains 2494 members 
Mstep: Class 11 contains 12254 members 
Mstep: Class 12 contains 25733 members 
Mstep: Class 13 contains 12261 members 
Mstep: Class 14 contains 26346 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 2377 members 
Mstep: Class 17 contains 46775 members 
Mstep: Class 18 contains 72806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28029880.000000 Penalty: 11057.153320
Iteration 5F: 19 clusters Score -2.802988e+07 nChanged 65585
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 137500 members 
Mstep: Class 2 contains 68968 members 
Mstep: Class 3 contains 2276 members 
Mstep: Class 4 contains 6215 members 
Mstep: Class 5 contains 1045 members 
Mstep: Class 6 contains 2454 members 
Mstep: Class 7 contains 6797 members 
Mstep: Class 8 contains 7498 members 
Mstep: Class 9 contains 300068 members 
Mstep: Class 10 contains 2612 members 
Mstep: Class 11 contains 10614 members 
Mstep: Class 12 contains 23748 members 
Mstep: Class 13 contains 11960 members 
Mstep: Class 14 contains 21559 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 2331 members 
Mstep: Class 17 contains 48269 members 
Mstep: Class 18 contains 74765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28089182.000000 Penalty: 11057.153320
Iteration 6F: 19 clusters Score -2.808918e+07 nChanged 52795
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 141181 members 
Mstep: Class 2 contains 61128 members 
Mstep: Class 3 contains 1685 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 908 members 
Mstep: Class 6 contains 1973 members 
Mstep: Class 7 contains 6048 members 
Mstep: Class 8 contains 6240 members 
Mstep: Class 9 contains 312808 members 
Mstep: Class 10 contains 2666 members 
Mstep: Class 11 contains 10076 members 
Mstep: Class 12 contains 22296 members 
Mstep: Class 13 contains 11896 members 
Mstep: Class 14 contains 17724 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 2329 members 
Mstep: Class 17 contains 49096 members 
Mstep: Class 18 contains 75091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28133318.000000 Penalty: 11057.153320
Iteration 7F: 19 clusters Score -2.813332e+07 nChanged 42927
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 147293 members 
Mstep: Class 2 contains 52958 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 5899 members 
Mstep: Class 5 contains 722 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 5596 members 
Mstep: Class 8 contains 5754 members 
Mstep: Class 9 contains 320599 members 
Mstep: Class 10 contains 2783 members 
Mstep: Class 11 contains 10023 members 
Mstep: Class 12 contains 21284 members 
Mstep: Class 13 contains 12004 members 
Mstep: Class 14 contains 14728 members 
Mstep: Class 15 contains 589 members 
Mstep: Class 16 contains 2296 members 
Mstep: Class 17 contains 49673 members 
Mstep: Class 18 contains 74576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28167246.000000 Penalty: 11057.153320
Iteration 8F: 19 clusters Score -2.816725e+07 nChanged 34718
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 154175 members 
Mstep: Class 2 contains 45379 members 
Mstep: Class 3 contains 1319 members 
Mstep: Class 4 contains 5810 members 
Mstep: Class 5 contains 537 members 
Mstep: Class 6 contains 1578 members 
Mstep: Class 7 contains 5351 members 
Mstep: Class 8 contains 6066 members 
Mstep: Class 9 contains 324942 members 
Mstep: Class 10 contains 2933 members 
Mstep: Class 11 contains 10270 members 
Mstep: Class 12 contains 20608 members 
Mstep: Class 13 contains 12100 members 
Mstep: Class 14 contains 12393 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 17 contains 50010 members 
Mstep: Class 18 contains 73672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 498.093140 but Gain 614.286133
Score: -28192060.000000 Penalty: 10442.867188
Iteration 9Q: 18 clusters Score -2.819206e+07 nChanged 29452
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 161793 members 
Mstep: Class 2 contains 38732 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 5745 members 
Mstep: Class 6 contains 1518 members 
Mstep: Class 7 contains 5188 members 
Mstep: Class 8 contains 6664 members 
Mstep: Class 9 contains 326492 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 10730 members 
Mstep: Class 12 contains 20165 members 
Mstep: Class 13 contains 12161 members 
Mstep: Class 14 contains 10609 members 
Mstep: Class 15 contains 475 members 
Mstep: Class 16 contains 2278 members 
Mstep: Class 17 contains 50211 members 
Mstep: Class 18 contains 72658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28213380.000000 Penalty: 10442.867188
Iteration 10Q: 18 clusters Score -2.821338e+07 nChanged 25398
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 169816 members 
Mstep: Class 2 contains 32979 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 6 contains 1545 members 
Mstep: Class 7 contains 5102 members 
Mstep: Class 8 contains 7297 members 
Mstep: Class 9 contains 325574 members 
Mstep: Class 10 contains 3383 members 
Mstep: Class 11 contains 11350 members 
Mstep: Class 12 contains 19768 members 
Mstep: Class 13 contains 12140 members 
Mstep: Class 14 contains 9170 members 
Mstep: Class 15 contains 477 members 
Mstep: Class 16 contains 2297 members 
Mstep: Class 17 contains 50240 members 
Mstep: Class 18 contains 71612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28230844.000000 Penalty: 10442.867188
Iteration 11Q: 18 clusters Score -2.823084e+07 nChanged 22010
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 177918 members 
Mstep: Class 2 contains 28145 members 
Mstep: Class 3 contains 1605 members 
Mstep: Class 4 contains 5718 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 5065 members 
Mstep: Class 8 contains 7917 members 
Mstep: Class 9 contains 323038 members 
Mstep: Class 10 contains 3649 members 
Mstep: Class 11 contains 12143 members 
Mstep: Class 12 contains 19429 members 
Mstep: Class 13 contains 12070 members 
Mstep: Class 14 contains 8049 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 2309 members 
Mstep: Class 17 contains 50053 members 
Mstep: Class 18 contains 70614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28245146.000000 Penalty: 10442.867188
Iteration 12Q: 18 clusters Score -2.824515e+07 nChanged 18756
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 185612 members 
Mstep: Class 2 contains 24238 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 5056 members 
Mstep: Class 8 contains 8416 members 
Mstep: Class 9 contains 319498 members 
Mstep: Class 10 contains 3910 members 
Mstep: Class 11 contains 12993 members 
Mstep: Class 12 contains 19155 members 
Mstep: Class 13 contains 11998 members 
Mstep: Class 14 contains 7283 members 
Mstep: Class 15 contains 527 members 
Mstep: Class 16 contains 2303 members 
Mstep: Class 17 contains 49704 members 
Mstep: Class 18 contains 69734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28257454.000000 Penalty: 10442.867188
Iteration 13Q: 18 clusters Score -2.825745e+07 nChanged 15772
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 192495 members 
Mstep: Class 2 contains 21110 members 
Mstep: Class 3 contains 1923 members 
Mstep: Class 4 contains 5733 members 
Mstep: Class 6 contains 2440 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 8771 members 
Mstep: Class 9 contains 315671 members 
Mstep: Class 10 contains 4181 members 
Mstep: Class 11 contains 13753 members 
Mstep: Class 12 contains 18951 members 
Mstep: Class 13 contains 11945 members 
Mstep: Class 14 contains 6766 members 
Mstep: Class 15 contains 571 members 
Mstep: Class 16 contains 2276 members 
Mstep: Class 17 contains 49230 members 
Mstep: Class 18 contains 69066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28267358.000000 Penalty: 10442.867188
Iteration 14Q: 18 clusters Score -2.826736e+07 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 198383 members 
Mstep: Class 2 contains 18690 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 5759 members 
Mstep: Class 6 contains 2879 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 9017 members 
Mstep: Class 9 contains 311992 members 
Mstep: Class 10 contains 4445 members 
Mstep: Class 11 contains 14375 members 
Mstep: Class 12 contains 18793 members 
Mstep: Class 13 contains 11893 members 
Mstep: Class 14 contains 6427 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 2258 members 
Mstep: Class 17 contains 48714 members 
Mstep: Class 18 contains 68593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28274936.000000 Penalty: 10442.867188
Iteration 15Q: 18 clusters Score -2.827494e+07 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 203162 members 
Mstep: Class 2 contains 16865 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 6 contains 3327 members 
Mstep: Class 7 contains 5065 members 
Mstep: Class 8 contains 9151 members 
Mstep: Class 9 contains 308806 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 14806 members 
Mstep: Class 12 contains 18662 members 
Mstep: Class 13 contains 11888 members 
Mstep: Class 14 contains 6249 members 
Mstep: Class 15 contains 677 members 
Mstep: Class 16 contains 2256 members 
Mstep: Class 17 contains 48140 members 
Mstep: Class 18 contains 68279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28280602.000000 Penalty: 10442.867188
Iteration 16Q: 18 clusters Score -2.82806e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 207140 members 
Mstep: Class 2 contains 15588 members 
Mstep: Class 3 contains 2212 members 
Mstep: Class 4 contains 5874 members 
Mstep: Class 6 contains 3702 members 
Mstep: Class 7 contains 5077 members 
Mstep: Class 8 contains 9265 members 
Mstep: Class 9 contains 305961 members 
Mstep: Class 10 contains 4796 members 
Mstep: Class 11 contains 15056 members 
Mstep: Class 12 contains 18568 members 
Mstep: Class 13 contains 11911 members 
Mstep: Class 14 contains 6165 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 2242 members 
Mstep: Class 17 contains 47620 members 
Mstep: Class 18 contains 67997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28284324.000000 Penalty: 10442.867188
Iteration 17Q: 18 clusters Score -2.828432e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 210396 members 
Mstep: Class 2 contains 14649 members 
Mstep: Class 3 contains 2255 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 5078 members 
Mstep: Class 8 contains 9344 members 
Mstep: Class 9 contains 303629 members 
Mstep: Class 10 contains 4912 members 
Mstep: Class 11 contains 15159 members 
Mstep: Class 12 contains 18511 members 
Mstep: Class 13 contains 11964 members 
Mstep: Class 14 contains 6082 members 
Mstep: Class 15 contains 811 members 
Mstep: Class 16 contains 2227 members 
Mstep: Class 17 contains 47128 members 
Mstep: Class 18 contains 67733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28286794.000000 Penalty: 10442.867188
Iteration 18Q: 18 clusters Score -2.828679e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 213191 members 
Mstep: Class 2 contains 13958 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 6117 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 5077 members 
Mstep: Class 8 contains 9424 members 
Mstep: Class 9 contains 301647 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 15122 members 
Mstep: Class 12 contains 18495 members 
Mstep: Class 13 contains 12024 members 
Mstep: Class 14 contains 6018 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 46645 members 
Mstep: Class 18 contains 67469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28288294.000000 Penalty: 10442.867188
Iteration 19Q: 18 clusters Score -2.828829e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 215426 members 
Mstep: Class 2 contains 13443 members 
Mstep: Class 3 contains 2310 members 
Mstep: Class 4 contains 6238 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 5076 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 300057 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 15028 members 
Mstep: Class 12 contains 18486 members 
Mstep: Class 13 contains 12121 members 
Mstep: Class 14 contains 5970 members 
Mstep: Class 15 contains 907 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 46210 members 
Mstep: Class 18 contains 67236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28290016.000000 Penalty: 10442.867188
Iteration 20F: 18 clusters Score -2.829002e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 217428 members 
Mstep: Class 2 contains 13005 members 
Mstep: Class 3 contains 2464 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 6 contains 5110 members 
Mstep: Class 7 contains 5076 members 
Mstep: Class 8 contains 9592 members 
Mstep: Class 9 contains 298579 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 14926 members 
Mstep: Class 12 contains 18351 members 
Mstep: Class 13 contains 12206 members 
Mstep: Class 14 contains 5907 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 2150 members 
Mstep: Class 17 contains 45736 members 
Mstep: Class 18 contains 66991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28291424.000000 Penalty: 10442.867188
Iteration 21Q: 18 clusters Score -2.829142e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 219177 members 
Mstep: Class 2 contains 12677 members 
Mstep: Class 3 contains 2580 members 
Mstep: Class 4 contains 6357 members 
Mstep: Class 6 contains 5594 members 
Mstep: Class 7 contains 5077 members 
Mstep: Class 8 contains 9686 members 
Mstep: Class 9 contains 297247 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 14846 members 
Mstep: Class 12 contains 18235 members 
Mstep: Class 13 contains 12263 members 
Mstep: Class 14 contains 5865 members 
Mstep: Class 15 contains 1049 members 
Mstep: Class 16 contains 2151 members 
Mstep: Class 17 contains 45188 members 
Mstep: Class 18 contains 66777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28292974.000000 Penalty: 10442.867188
Iteration 22Q: 18 clusters Score -2.829297e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 220610 members 
Mstep: Class 2 contains 12434 members 
Mstep: Class 3 contains 2676 members 
Mstep: Class 4 contains 6384 members 
Mstep: Class 6 contains 6016 members 
Mstep: Class 7 contains 5078 members 
Mstep: Class 8 contains 9774 members 
Mstep: Class 9 contains 296127 members 
Mstep: Class 10 contains 5168 members 
Mstep: Class 11 contains 14761 members 
Mstep: Class 12 contains 18155 members 
Mstep: Class 13 contains 12344 members 
Mstep: Class 14 contains 5836 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 17 contains 44719 members 
Mstep: Class 18 contains 66580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293828.000000 Penalty: 10442.867188
Iteration 23Q: 18 clusters Score -2.829383e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 221827 members 
Mstep: Class 2 contains 12272 members 
Mstep: Class 3 contains 2770 members 
Mstep: Class 4 contains 6401 members 
Mstep: Class 6 contains 6297 members 
Mstep: Class 7 contains 5076 members 
Mstep: Class 8 contains 9835 members 
Mstep: Class 9 contains 295173 members 
Mstep: Class 10 contains 5154 members 
Mstep: Class 11 contains 14646 members 
Mstep: Class 12 contains 18063 members 
Mstep: Class 13 contains 12442 members 
Mstep: Class 14 contains 5816 members 
Mstep: Class 15 contains 1157 members 
Mstep: Class 16 contains 2180 members 
Mstep: Class 17 contains 44408 members 
Mstep: Class 18 contains 66411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28294282.000000 Penalty: 10442.867188
Iteration 24Q: 18 clusters Score -2.829428e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 222852 members 
Mstep: Class 2 contains 12143 members 
Mstep: Class 3 contains 2867 members 
Mstep: Class 4 contains 6421 members 
Mstep: Class 6 contains 6450 members 
Mstep: Class 7 contains 5077 members 
Mstep: Class 8 contains 9895 members 
Mstep: Class 9 contains 294376 members 
Mstep: Class 10 contains 5132 members 
Mstep: Class 11 contains 14538 members 
Mstep: Class 12 contains 17993 members 
Mstep: Class 13 contains 12524 members 
Mstep: Class 14 contains 5789 members 
Mstep: Class 15 contains 1210 members 
Mstep: Class 16 contains 2189 members 
Mstep: Class 17 contains 44215 members 
Mstep: Class 18 contains 66258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28294524.000000 Penalty: 10442.867188
Iteration 25Q: 18 clusters Score -2.829452e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 223727 members 
Mstep: Class 2 contains 12055 members 
Mstep: Class 3 contains 2972 members 
Mstep: Class 4 contains 6430 members 
Mstep: Class 6 contains 6497 members 
Mstep: Class 7 contains 5078 members 
Mstep: Class 8 contains 9943 members 
Mstep: Class 9 contains 293688 members 
Mstep: Class 10 contains 5112 members 
Mstep: Class 11 contains 14425 members 
Mstep: Class 12 contains 17950 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 5783 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 2193 members 
Mstep: Class 17 contains 44139 members 
Mstep: Class 18 contains 66106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28294958.000000 Penalty: 10442.867188
Iteration 26Q: 18 clusters Score -2.829496e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 224458 members 
Mstep: Class 2 contains 11969 members 
Mstep: Class 3 contains 3093 members 
Mstep: Class 4 contains 6455 members 
Mstep: Class 6 contains 6467 members 
Mstep: Class 7 contains 5078 members 
Mstep: Class 8 contains 9986 members 
Mstep: Class 9 contains 293085 members 
Mstep: Class 10 contains 5087 members 
Mstep: Class 11 contains 14347 members 
Mstep: Class 12 contains 17906 members 
Mstep: Class 13 contains 12653 members 
Mstep: Class 14 contains 5768 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 44135 members 
Mstep: Class 18 contains 65962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28295344.000000 Penalty: 10442.867188
Iteration 27Q: 18 clusters Score -2.829534e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 225091 members 
Mstep: Class 2 contains 11921 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 6 contains 6393 members 
Mstep: Class 7 contains 5078 members 
Mstep: Class 8 contains 10022 members 
Mstep: Class 9 contains 292535 members 
Mstep: Class 10 contains 5065 members 
Mstep: Class 11 contains 14236 members 
Mstep: Class 12 contains 17865 members 
Mstep: Class 13 contains 12708 members 
Mstep: Class 14 contains 5775 members 
Mstep: Class 15 contains 1323 members 
Mstep: Class 16 contains 2215 members 
Mstep: Class 17 contains 44190 members 
Mstep: Class 18 contains 65837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28295406.000000 Penalty: 10442.867188
Iteration 28Q: 18 clusters Score -2.829541e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 225632 members 
Mstep: Class 2 contains 11888 members 
Mstep: Class 3 contains 3304 members 
Mstep: Class 4 contains 6456 members 
Mstep: Class 6 contains 6337 members 
Mstep: Class 7 contains 5079 members 
Mstep: Class 8 contains 10062 members 
Mstep: Class 9 contains 292088 members 
Mstep: Class 10 contains 5037 members 
Mstep: Class 11 contains 14125 members 
Mstep: Class 12 contains 17840 members 
Mstep: Class 13 contains 12774 members 
Mstep: Class 14 contains 5775 members 
Mstep: Class 15 contains 1367 members 
Mstep: Class 16 contains 2216 members 
Mstep: Class 17 contains 44232 members 
Mstep: Class 18 contains 65718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28295622.000000 Penalty: 10442.867188
Iteration 29Q: 18 clusters Score -2.829562e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 226074 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 3380 members 
Mstep: Class 4 contains 6455 members 
Mstep: Class 6 contains 6285 members 
Mstep: Class 7 contains 5081 members 
Mstep: Class 8 contains 10079 members 
Mstep: Class 9 contains 291742 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 14025 members 
Mstep: Class 12 contains 17815 members 
Mstep: Class 13 contains 12857 members 
Mstep: Class 14 contains 5790 members 
Mstep: Class 15 contains 1387 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 44271 members 
Mstep: Class 18 contains 65628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28295876.000000 Penalty: 10442.867188
Iteration 30Q: 18 clusters Score -2.829588e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 226472 members 
Mstep: Class 2 contains 11819 members 
Mstep: Class 3 contains 3426 members 
Mstep: Class 4 contains 6454 members 
Mstep: Class 6 contains 6256 members 
Mstep: Class 7 contains 5081 members 
Mstep: Class 8 contains 10090 members 
Mstep: Class 9 contains 291462 members 
Mstep: Class 10 contains 4976 members 
Mstep: Class 11 contains 13914 members 
Mstep: Class 12 contains 17795 members 
Mstep: Class 13 contains 12933 members 
Mstep: Class 14 contains 5828 members 
Mstep: Class 15 contains 1399 members 
Mstep: Class 16 contains 2204 members 
Mstep: Class 17 contains 44293 members 
Mstep: Class 18 contains 65528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28296134.000000 Penalty: 10442.867188
Iteration 31Q: 18 clusters Score -2.829613e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 226784 members 
Mstep: Class 2 contains 11786 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 6445 members 
Mstep: Class 6 contains 6242 members 
Mstep: Class 7 contains 5081 members 
Mstep: Class 8 contains 10102 members 
Mstep: Class 9 contains 291285 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 13783 members 
Mstep: Class 12 contains 17778 members 
Mstep: Class 13 contains 12994 members 
Mstep: Class 14 contains 5886 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 2208 members 
Mstep: Class 17 contains 44304 members 
Mstep: Class 18 contains 65435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28296254.000000 Penalty: 10442.867188
Iteration 32Q: 18 clusters Score -2.829625e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 227035 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 3463 members 
Mstep: Class 4 contains 6438 members 
Mstep: Class 6 contains 6239 members 
Mstep: Class 7 contains 5081 members 
Mstep: Class 8 contains 10115 members 
Mstep: Class 9 contains 291160 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 13651 members 
Mstep: Class 12 contains 17779 members 
Mstep: Class 13 contains 13033 members 
Mstep: Class 14 contains 5958 members 
Mstep: Class 15 contains 1424 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 44304 members 
Mstep: Class 18 contains 65363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28296390.000000 Penalty: 10442.867188
Iteration 33Q: 18 clusters Score -2.829639e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 227202 members 
Mstep: Class 2 contains 11742 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 6433 members 
Mstep: Class 6 contains 6234 members 
Mstep: Class 7 contains 5081 members 
Mstep: Class 8 contains 10130 members 
Mstep: Class 9 contains 291079 members 
Mstep: Class 10 contains 4902 members 
Mstep: Class 11 contains 13541 members 
Mstep: Class 12 contains 17760 members 
Mstep: Class 13 contains 13093 members 
Mstep: Class 14 contains 6041 members 
Mstep: Class 15 contains 1436 members 
Mstep: Class 16 contains 2175 members 
Mstep: Class 17 contains 44308 members 
Mstep: Class 18 contains 65297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28296686.000000 Penalty: 10442.867188
Iteration 34Q: 18 clusters Score -2.829669e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 227295 members 
Mstep: Class 2 contains 11725 members 
Mstep: Class 3 contains 3494 members 
Mstep: Class 4 contains 6432 members 
Mstep: Class 6 contains 6232 members 
Mstep: Class 7 contains 5081 members 
Mstep: Class 8 contains 10145 members 
Mstep: Class 9 contains 291015 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 13437 members 
Mstep: Class 12 contains 17749 members 
Mstep: Class 13 contains 13146 members 
Mstep: Class 14 contains 6137 members 
Mstep: Class 15 contains 1450 members 
Mstep: Class 16 contains 2145 members 
Mstep: Class 17 contains 44308 members 
Mstep: Class 18 contains 65262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297030.000000 Penalty: 10442.867188
Iteration 35Q: 18 clusters Score -2.829703e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 227351 members 
Mstep: Class 2 contains 11719 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 4 contains 6433 members 
Mstep: Class 6 contains 6232 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 10146 members 
Mstep: Class 9 contains 290974 members 
Mstep: Class 10 contains 4855 members 
Mstep: Class 11 contains 13354 members 
Mstep: Class 12 contains 17745 members 
Mstep: Class 13 contains 13187 members 
Mstep: Class 14 contains 6227 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 16 contains 2132 members 
Mstep: Class 17 contains 44308 members 
Mstep: Class 18 contains 65219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297340.000000 Penalty: 10442.867188
Iteration 36Q: 18 clusters Score -2.829734e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 227367 members 
Mstep: Class 2 contains 11716 members 
Mstep: Class 3 contains 3505 members 
Mstep: Class 4 contains 6429 members 
Mstep: Class 6 contains 6231 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 10145 members 
Mstep: Class 9 contains 290940 members 
Mstep: Class 10 contains 4835 members 
Mstep: Class 11 contains 13272 members 
Mstep: Class 12 contains 17747 members 
Mstep: Class 13 contains 13253 members 
Mstep: Class 14 contains 6333 members 
Mstep: Class 15 contains 1474 members 
Mstep: Class 16 contains 2116 members 
Mstep: Class 17 contains 44308 members 
Mstep: Class 18 contains 65177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297652.000000 Penalty: 10442.867188
Iteration 37Q: 18 clusters Score -2.829765e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 227388 members 
Mstep: Class 2 contains 11711 members 
Mstep: Class 3 contains 3511 members 
Mstep: Class 4 contains 6425 members 
Mstep: Class 6 contains 6231 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 10149 members 
Mstep: Class 9 contains 290922 members 
Mstep: Class 10 contains 4816 members 
Mstep: Class 11 contains 13160 members 
Mstep: Class 12 contains 17753 members 
Mstep: Class 13 contains 13315 members 
Mstep: Class 14 contains 6433 members 
Mstep: Class 15 contains 1486 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 44308 members 
Mstep: Class 18 contains 65135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297838.000000 Penalty: 10442.867188
Iteration 38Q: 18 clusters Score -2.829784e+07 nChanged 964
Entering ConstructFrom: 
Score: -28297838.000000 Penalty: 10442.867188
Entering ConstructFrom: 
Trying to split cluster 1 (227372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227372 members 
Entering Unmasked Estep 
Score: -9323668.000000 Penalty: 561.212585
	Iteration 0F: 2 clusters Score -9323668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113837 members 
Mstep: Class 2 contains 113535 members 
Entering Unmasked Estep 
Score: -9168536.000000 Penalty: 1122.425171
	Iteration 0F: 3 clusters Score -9168536 nChanged 112064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118905 members 
Mstep: Class 2 contains 108467 members 
Entering Unmasked Estep 
Score: -9235932.000000 Penalty: 1122.425171
	Iteration 1F: 3 clusters Score -9235932 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121078 members 
Mstep: Class 2 contains 106294 members 
Entering Unmasked Estep 
Score: -9238668.000000 Penalty: 1122.425171
	Iteration 2Q: 3 clusters Score -9238668 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124228 members 
Mstep: Class 2 contains 103144 members 
Entering Unmasked Estep 
Score: -9242446.000000 Penalty: 1122.425171
	Iteration 3Q: 3 clusters Score -9242446 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129066 members 
Mstep: Class 2 contains 98306 members 
Entering Unmasked Estep 
Score: -9247606.000000 Penalty: 1122.425171
	Iteration 4Q: 3 clusters Score -9247606 nChanged 12304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136164 members 
Mstep: Class 2 contains 91208 members 
Entering Unmasked Estep 
Score: -9255012.000000 Penalty: 1122.425171
	Iteration 5F: 3 clusters Score -9255012 nChanged 13639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145287 members 
Mstep: Class 2 contains 82085 members 
Entering Unmasked Estep 
Score: -9264193.000000 Penalty: 1122.425171
	Iteration 6F: 3 clusters Score -9264193 nChanged 14211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155534 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -9274032.000000 Penalty: 1122.425171
	Iteration 7F: 3 clusters Score -9274032 nChanged 13228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165302 members 
Mstep: Class 2 contains 62070 members 
Entering Unmasked Estep 
Score: -9282820.000000 Penalty: 1122.425171
	Iteration 8F: 3 clusters Score -9282820 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173682 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -9289691.000000 Penalty: 1122.425171
	Iteration 9Q: 3 clusters Score -9289691 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180916 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -9295093.000000 Penalty: 1122.425171
	Iteration 10Q: 3 clusters Score -9295093 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187128 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -9298963.000000 Penalty: 1122.425171
	Iteration 11Q: 3 clusters Score -9298963 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192761 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -9302484.000000 Penalty: 1122.425171
	Iteration 12Q: 3 clusters Score -9302484 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198056 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -9305841.000000 Penalty: 1122.425171
	Iteration 13Q: 3 clusters Score -9305841 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202962 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -9308995.000000 Penalty: 1122.425171
	Iteration 14Q: 3 clusters Score -9308995 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207272 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -9312053.000000 Penalty: 1122.425171
	Iteration 15Q: 3 clusters Score -9312053 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210875 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -9314917.000000 Penalty: 1122.425171
	Iteration 16Q: 3 clusters Score -9314917 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213689 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -9317154.000000 Penalty: 1122.425171
	Iteration 17Q: 3 clusters Score -9317154 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215810 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -9318905.000000 Penalty: 1122.425171
	Iteration 18Q: 3 clusters Score -9318905 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217356 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -9320165.000000 Penalty: 1122.425171
	Iteration 19Q: 3 clusters Score -9320165 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218520 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -9321052.000000 Penalty: 1122.425171
	Iteration 20F: 3 clusters Score -9321052 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219353 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -9321665.000000 Penalty: 1122.425171
	Iteration 21Q: 3 clusters Score -9321665 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220004 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -9322191.000000 Penalty: 1122.425171
	Iteration 22Q: 3 clusters Score -9322191 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220546 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -9322551.000000 Penalty: 1122.425171
	Iteration 23Q: 3 clusters Score -9322551 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220936 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -9322776.000000 Penalty: 1122.425171
	Iteration 24Q: 3 clusters Score -9322776 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221273 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -9322987.000000 Penalty: 1122.425171
	Iteration 25Q: 3 clusters Score -9322987 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221558 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -9323158.000000 Penalty: 1122.425171
	Iteration 26Q: 3 clusters Score -9323158 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221821 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -9323278.000000 Penalty: 1122.425171
	Iteration 27Q: 3 clusters Score -9323278 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222022 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -9323335.000000 Penalty: 1122.425171
	Iteration 28Q: 3 clusters Score -9323335 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222192 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -9323377.000000 Penalty: 1122.425171
	Iteration 29Q: 3 clusters Score -9323377 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222353 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -9323430.000000 Penalty: 1122.425171
	Iteration 30Q: 3 clusters Score -9323430 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222506 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -9323437.000000 Penalty: 1122.425171
	Iteration 31Q: 3 clusters Score -9323437 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222643 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -9323467.000000 Penalty: 1122.425171
	Iteration 32Q: 3 clusters Score -9323467 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222763 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -9323478.000000 Penalty: 1122.425171
	Iteration 33Q: 3 clusters Score -9323478 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222869 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -9323463.000000 Penalty: 1122.425171
	Iteration 34Q: 3 clusters Score -9323463 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222974 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -9323460.000000 Penalty: 1122.425171
	Iteration 35Q: 3 clusters Score -9323460 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223069 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -9323459.000000 Penalty: 1122.425171
	Iteration 36Q: 3 clusters Score -9323459 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223159 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -9323479.000000 Penalty: 1122.425171
	Iteration 37Q: 3 clusters Score -9323479 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223248 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -9323491.000000 Penalty: 1122.425171
	Iteration 38Q: 3 clusters Score -9323491 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223344 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -9323477.000000 Penalty: 1122.425171
	Iteration 39Q: 3 clusters Score -9323477 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223439 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -9323497.000000 Penalty: 1122.425171
	Iteration 40F: 3 clusters Score -9323497 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223534 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -9323507.000000 Penalty: 1122.425171
	Iteration 41Q: 3 clusters Score -9323507 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223617 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -9323509.000000 Penalty: 1122.425171
	Iteration 42Q: 3 clusters Score -9323509 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223694 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -9323534.000000 Penalty: 1122.425171
	Iteration 43Q: 3 clusters Score -9323534 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223777 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -9323557.000000 Penalty: 1122.425171
	Iteration 44Q: 3 clusters Score -9323557 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223846 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -9323537.000000 Penalty: 1122.425171
	Iteration 45Q: 3 clusters Score -9323537 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223914 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -9323527.000000 Penalty: 1122.425171
	Iteration 46Q: 3 clusters Score -9323527 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223996 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -9323524.000000 Penalty: 1122.425171
	Iteration 47Q: 3 clusters Score -9323524 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224057 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -9323519.000000 Penalty: 1122.425171
	Iteration 48Q: 3 clusters Score -9323519 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224123 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -9323523.000000 Penalty: 1122.425171
	Iteration 49Q: 3 clusters Score -9323523 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224176 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -9323513.000000 Penalty: 1122.425171
	Iteration 50Q: 3 clusters Score -9323513 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224214 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -9323517.000000 Penalty: 1122.425171
	Iteration 51Q: 3 clusters Score -9323517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224244 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -9323507.000000 Penalty: 1122.425171
	Iteration 52Q: 3 clusters Score -9323507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224274 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -9323512.000000 Penalty: 1122.425171
	Iteration 53Q: 3 clusters Score -9323512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224305 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -9323506.000000 Penalty: 1122.425171
	Iteration 54Q: 3 clusters Score -9323506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224336 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -9323507.000000 Penalty: 1122.425171
	Iteration 55Q: 3 clusters Score -9323507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224360 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -9323514.000000 Penalty: 1122.425171
	Iteration 56Q: 3 clusters Score -9323514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224385 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -9323528.000000 Penalty: 1122.425171
	Iteration 57Q: 3 clusters Score -9323528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224410 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -9323532.000000 Penalty: 1122.425171
	Iteration 58Q: 3 clusters Score -9323532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224439 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -9323532.000000 Penalty: 1122.425171
	Iteration 59Q: 3 clusters Score -9323532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224467 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -9323550.000000 Penalty: 1122.425171
	Iteration 60F: 3 clusters Score -9323550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224493 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -9323545.000000 Penalty: 1122.425171
	Iteration 61Q: 3 clusters Score -9323545 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224522 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -9323539.000000 Penalty: 1122.425171
	Iteration 62Q: 3 clusters Score -9323539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224548 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -9323544.000000 Penalty: 1122.425171
	Iteration 63Q: 3 clusters Score -9323544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224566 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -9323551.000000 Penalty: 1122.425171
	Iteration 64Q: 3 clusters Score -9323551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224583 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -9323552.000000 Penalty: 1122.425171
	Iteration 65Q: 3 clusters Score -9323552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224601 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -9323548.000000 Penalty: 1122.425171
	Iteration 66Q: 3 clusters Score -9323548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224622 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -9323548.000000 Penalty: 1122.425171
	Iteration 67Q: 3 clusters Score -9323548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224649 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -9323537.000000 Penalty: 1122.425171
	Iteration 68Q: 3 clusters Score -9323537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224676 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -9323550.000000 Penalty: 1122.425171
	Iteration 69Q: 3 clusters Score -9323550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224700 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -9323547.000000 Penalty: 1122.425171
	Iteration 70Q: 3 clusters Score -9323547 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224725 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -9323554.000000 Penalty: 1122.425171
	Iteration 71Q: 3 clusters Score -9323554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224753 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -9323558.000000 Penalty: 1122.425171
	Iteration 72Q: 3 clusters Score -9323558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224780 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -9323561.000000 Penalty: 1122.425171
	Iteration 73Q: 3 clusters Score -9323561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224808 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -9323554.000000 Penalty: 1122.425171
	Iteration 74Q: 3 clusters Score -9323554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224831 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -9323558.000000 Penalty: 1122.425171
	Iteration 75Q: 3 clusters Score -9323558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224860 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -9323566.000000 Penalty: 1122.425171
	Iteration 76Q: 3 clusters Score -9323566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224893 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -9323572.000000 Penalty: 1122.425171
	Iteration 77Q: 3 clusters Score -9323572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224916 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -9323577.000000 Penalty: 1122.425171
	Iteration 78Q: 3 clusters Score -9323577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224938 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -9323579.000000 Penalty: 1122.425171
	Iteration 79Q: 3 clusters Score -9323579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224959 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -9323574.000000 Penalty: 1122.425171
	Iteration 80F: 3 clusters Score -9323574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224988 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -9323590.000000 Penalty: 1122.425171
	Iteration 81Q: 3 clusters Score -9323590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225016 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -9323577.000000 Penalty: 1122.425171
	Iteration 82Q: 3 clusters Score -9323577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225041 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -9323583.000000 Penalty: 1122.425171
	Iteration 83Q: 3 clusters Score -9323583 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225071 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -9323563.000000 Penalty: 1122.425171
	Iteration 84Q: 3 clusters Score -9323563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225087 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -9323570.000000 Penalty: 1122.425171
	Iteration 85Q: 3 clusters Score -9323570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225101 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -9323585.000000 Penalty: 1122.425171
	Iteration 86Q: 3 clusters Score -9323585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225111 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -9323587.000000 Penalty: 1122.425171
	Iteration 87Q: 3 clusters Score -9323587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225117 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -9323590.000000 Penalty: 1122.425171
	Iteration 88Q: 3 clusters Score -9323590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225127 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -9323586.000000 Penalty: 1122.425171
	Iteration 89Q: 3 clusters Score -9323586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225138 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -9323579.000000 Penalty: 1122.425171
	Iteration 90Q: 3 clusters Score -9323579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225144 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -9323576.000000 Penalty: 1122.425171
	Iteration 91Q: 3 clusters Score -9323576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225149 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -9323569.000000 Penalty: 1122.425171
	Iteration 92Q: 3 clusters Score -9323569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225155 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -9323565.000000 Penalty: 1122.425171
	Iteration 93Q: 3 clusters Score -9323565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225158 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -9323572.000000 Penalty: 1122.425171
	Iteration 94Q: 3 clusters Score -9323572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225161 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -9323568.000000 Penalty: 1122.425171
	Iteration 95Q: 3 clusters Score -9323568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225164 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -9323569.000000 Penalty: 1122.425171
	Iteration 96Q: 3 clusters Score -9323569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225166 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -9323567.000000 Penalty: 1122.425171
	Iteration 97Q: 3 clusters Score -9323567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225166 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -9323564.000000 Penalty: 1122.425171
	Iteration 98Q: 3 clusters Score -9323564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225168 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -9323566.000000 Penalty: 1122.425171
	Iteration 99Q: 3 clusters Score -9323566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225170 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -9323567.000000 Penalty: 1122.425171
	Iteration 100F: 3 clusters Score -9323567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225172 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -9323569.000000 Penalty: 1122.425171
	Iteration 101Q: 3 clusters Score -9323569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225173 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -9323564.000000 Penalty: 1122.425171
	Iteration 102Q: 3 clusters Score -9323564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225173 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -9323564.000000 Penalty: 1122.425171
	Iteration 103F: 3 clusters Score -9323564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Entering Unmasked Estep 
Score: -449545.843750 Penalty: 426.225830
	Iteration 0F: 2 clusters Score -449545.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -441769.437500 Penalty: 852.451660
	Iteration 0F: 3 clusters Score -441769.4 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -445264.125000 Penalty: 852.451660
	Iteration 1F: 3 clusters Score -445264.1 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -445869.531250 Penalty: 852.451660
	Iteration 2F: 3 clusters Score -445869.5 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -446498.000000 Penalty: 852.451660
	Iteration 3F: 3 clusters Score -446498 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -447113.656250 Penalty: 852.451660
	Iteration 4F: 3 clusters Score -447113.7 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -447632.781250 Penalty: 852.451660
	Iteration 5F: 3 clusters Score -447632.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -448057.000000 Penalty: 852.451660
	Iteration 6Q: 3 clusters Score -448057 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -448310.750000 Penalty: 852.451660
	Iteration 7Q: 3 clusters Score -448310.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -448478.468750 Penalty: 852.451660
	Iteration 8Q: 3 clusters Score -448478.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -448595.437500 Penalty: 852.451660
	Iteration 9Q: 3 clusters Score -448595.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -448698.250000 Penalty: 852.451660
	Iteration 10Q: 3 clusters Score -448698.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -448792.656250 Penalty: 852.451660
	Iteration 11Q: 3 clusters Score -448792.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -448889.750000 Penalty: 852.451660
	Iteration 12Q: 3 clusters Score -448889.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -448999.562500 Penalty: 852.451660
	Iteration 13Q: 3 clusters Score -448999.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -449111.375000 Penalty: 852.451660
	Iteration 14Q: 3 clusters Score -449111.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -449222.968750 Penalty: 852.451660
	Iteration 15Q: 3 clusters Score -449223 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -449347.031250 Penalty: 852.451660
	Iteration 16Q: 3 clusters Score -449347 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -449446.218750 Penalty: 852.451660
	Iteration 17Q: 3 clusters Score -449446.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -449536.437500 Penalty: 852.451660
	Iteration 18Q: 3 clusters Score -449536.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -449611.843750 Penalty: 852.451660
	Iteration 19Q: 3 clusters Score -449611.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -449674.500000 Penalty: 852.451660
	Iteration 20F: 3 clusters Score -449674.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -449730.218750 Penalty: 852.451660
	Iteration 21Q: 3 clusters Score -449730.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -449776.843750 Penalty: 852.451660
	Iteration 22Q: 3 clusters Score -449776.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -449810.250000 Penalty: 852.451660
	Iteration 23Q: 3 clusters Score -449810.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -449839.531250 Penalty: 852.451660
	Iteration 24Q: 3 clusters Score -449839.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -449862.656250 Penalty: 852.451660
	Iteration 25Q: 3 clusters Score -449862.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -449881.718750 Penalty: 852.451660
	Iteration 26Q: 3 clusters Score -449881.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -449896.625000 Penalty: 852.451660
	Iteration 27Q: 3 clusters Score -449896.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -449910.375000 Penalty: 852.451660
	Iteration 28Q: 3 clusters Score -449910.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -449923.718750 Penalty: 852.451660
	Iteration 29Q: 3 clusters Score -449923.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -449941.125000 Penalty: 852.451660
	Iteration 30Q: 3 clusters Score -449941.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -449961.687500 Penalty: 852.451660
	Iteration 31Q: 3 clusters Score -449961.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -449987.781250 Penalty: 852.451660
	Iteration 32Q: 3 clusters Score -449987.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -450020.187500 Penalty: 852.451660
	Iteration 33Q: 3 clusters Score -450020.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -450063.375000 Penalty: 852.451660
	Iteration 34Q: 3 clusters Score -450063.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -450116.968750 Penalty: 852.451660
	Iteration 35Q: 3 clusters Score -450117 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -450158.812500 Penalty: 852.451660
	Iteration 36Q: 3 clusters Score -450158.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -450185.750000 Penalty: 852.451660
	Iteration 37Q: 3 clusters Score -450185.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -450214.562500 Penalty: 852.451660
	Iteration 38Q: 3 clusters Score -450214.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -450243.906250 Penalty: 852.451660
	Iteration 39Q: 3 clusters Score -450243.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -450297.812500 Penalty: 852.451660
	Iteration 40F: 3 clusters Score -450297.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -450351.687500 Penalty: 852.451660
	Iteration 41Q: 3 clusters Score -450351.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -450385.156250 Penalty: 852.451660
	Iteration 42Q: 3 clusters Score -450385.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -450407.250000 Penalty: 852.451660
	Iteration 43Q: 3 clusters Score -450407.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -450429.906250 Penalty: 852.451660
	Iteration 44Q: 3 clusters Score -450429.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -450451.000000 Penalty: 852.451660
	Iteration 45Q: 3 clusters Score -450451 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -450464.468750 Penalty: 852.451660
	Iteration 46Q: 3 clusters Score -450464.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -450474.406250 Penalty: 852.451660
	Iteration 47Q: 3 clusters Score -450474.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -450485.000000 Penalty: 852.451660
	Iteration 48Q: 3 clusters Score -450485 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -450491.000000 Penalty: 852.451660
	Iteration 49Q: 3 clusters Score -450491 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -450497.125000 Penalty: 852.451660
	Iteration 50Q: 3 clusters Score -450497.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -450503.375000 Penalty: 852.451660
	Iteration 51Q: 3 clusters Score -450503.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -450508.750000 Penalty: 852.451660
	Iteration 52Q: 3 clusters Score -450508.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -450514.281250 Penalty: 852.451660
	Iteration 53Q: 3 clusters Score -450514.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -450517.687500 Penalty: 852.451660
	Iteration 54Q: 3 clusters Score -450517.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -450520.875000 Penalty: 852.451660
	Iteration 55Q: 3 clusters Score -450520.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -450523.656250 Penalty: 852.451660
	Iteration 56Q: 3 clusters Score -450523.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -450525.218750 Penalty: 852.451660
	Iteration 57Q: 3 clusters Score -450525.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -450524.968750 Penalty: 852.451660
	Iteration 58Q: 3 clusters Score -450525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -450525.875000 Penalty: 852.451660
	Iteration 59Q: 3 clusters Score -450525.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -450527.906250 Penalty: 852.451660
	Iteration 60F: 3 clusters Score -450527.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -450528.625000 Penalty: 852.451660
	Iteration 61Q: 3 clusters Score -450528.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -450529.781250 Penalty: 852.451660
	Iteration 62Q: 3 clusters Score -450529.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -450531.843750 Penalty: 852.451660
	Iteration 63Q: 3 clusters Score -450531.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -450531.187500 Penalty: 852.451660
	Iteration 64Q: 3 clusters Score -450531.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -450531.937500 Penalty: 852.451660
	Iteration 65Q: 3 clusters Score -450531.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -450532.343750 Penalty: 852.451660
	Iteration 66Q: 3 clusters Score -450532.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -450531.687500 Penalty: 852.451660
	Iteration 67Q: 3 clusters Score -450531.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -450532.062500 Penalty: 852.451660
	Iteration 68Q: 3 clusters Score -450532.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -450531.968750 Penalty: 852.451660
	Iteration 69Q: 3 clusters Score -450532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -450532.281250 Penalty: 852.451660
	Iteration 70Q: 3 clusters Score -450532.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -450532.281250 Penalty: 852.451660
	Iteration 71F: 3 clusters Score -450532.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 227372 members 
Mstep: Class 2 contains 5799 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 6425 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 6231 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 10129 members 
Mstep: Class 9 contains 290906 members 
Mstep: Class 10 contains 4789 members 
Mstep: Class 11 contains 13099 members 
Mstep: Class 12 contains 17747 members 
Mstep: Class 13 contains 13419 members 
Mstep: Class 14 contains 6528 members 
Mstep: Class 15 contains 1500 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 44308 members 
Mstep: Class 18 contains 65093 members 
Entering Unmasked Estep 
Score: -28298702.000000 Penalty: 11057.153320
Splitting cluster 2 changes total score from -28297838.000000 to -28298702.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 3 (3520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Entering Unmasked Estep 
Score: -142216.687500 Penalty: 371.562836
	Iteration 0F: 2 clusters Score -142216.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -139793.046875 Penalty: 743.125671
	Iteration 0F: 3 clusters Score -139793 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -140796.640625 Penalty: 743.125671
	Iteration 1F: 3 clusters Score -140796.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -140903.046875 Penalty: 743.125671
	Iteration 2F: 3 clusters Score -140903 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -140991.343750 Penalty: 743.125671
	Iteration 3Q: 3 clusters Score -140991.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -141072.625000 Penalty: 743.125671
	Iteration 4Q: 3 clusters Score -141072.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -141161.546875 Penalty: 743.125671
	Iteration 5Q: 3 clusters Score -141161.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -141258.218750 Penalty: 743.125671
	Iteration 6Q: 3 clusters Score -141258.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -141372.546875 Penalty: 743.125671
	Iteration 7Q: 3 clusters Score -141372.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -141486.562500 Penalty: 743.125671
	Iteration 8Q: 3 clusters Score -141486.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -141548.578125 Penalty: 743.125671
	Iteration 9Q: 3 clusters Score -141548.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -141578.546875 Penalty: 743.125671
	Iteration 10Q: 3 clusters Score -141578.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -141591.031250 Penalty: 743.125671
	Iteration 11Q: 3 clusters Score -141591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -141596.187500 Penalty: 743.125671
	Iteration 12Q: 3 clusters Score -141596.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -141600.562500 Penalty: 743.125671
	Iteration 13Q: 3 clusters Score -141600.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -141604.437500 Penalty: 743.125671
	Iteration 14Q: 3 clusters Score -141604.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -141608.765625 Penalty: 743.125671
	Iteration 15Q: 3 clusters Score -141608.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -141611.640625 Penalty: 743.125671
	Iteration 16Q: 3 clusters Score -141611.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -141614.703125 Penalty: 743.125671
	Iteration 17Q: 3 clusters Score -141614.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -141621.250000 Penalty: 743.125671
	Iteration 18Q: 3 clusters Score -141621.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -141629.421875 Penalty: 743.125671
	Iteration 19Q: 3 clusters Score -141629.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -141634.906250 Penalty: 743.125671
	Iteration 20F: 3 clusters Score -141634.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -141640.062500 Penalty: 743.125671
	Iteration 21Q: 3 clusters Score -141640.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -141649.609375 Penalty: 743.125671
	Iteration 22Q: 3 clusters Score -141649.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -141660.937500 Penalty: 743.125671
	Iteration 23Q: 3 clusters Score -141660.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -141672.203125 Penalty: 743.125671
	Iteration 24Q: 3 clusters Score -141672.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -141681.015625 Penalty: 743.125671
	Iteration 25Q: 3 clusters Score -141681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -141689.796875 Penalty: 743.125671
	Iteration 26Q: 3 clusters Score -141689.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -141697.031250 Penalty: 743.125671
	Iteration 27Q: 3 clusters Score -141697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -141703.796875 Penalty: 743.125671
	Iteration 28Q: 3 clusters Score -141703.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -141713.531250 Penalty: 743.125671
	Iteration 29Q: 3 clusters Score -141713.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -141722.890625 Penalty: 743.125671
	Iteration 30Q: 3 clusters Score -141722.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -141735.062500 Penalty: 743.125671
	Iteration 31Q: 3 clusters Score -141735.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -141748.906250 Penalty: 743.125671
	Iteration 32Q: 3 clusters Score -141748.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -141764.500000 Penalty: 743.125671
	Iteration 33Q: 3 clusters Score -141764.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -141785.078125 Penalty: 743.125671
	Iteration 34Q: 3 clusters Score -141785.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -141807.859375 Penalty: 743.125671
	Iteration 35Q: 3 clusters Score -141807.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -141837.156250 Penalty: 743.125671
	Iteration 36Q: 3 clusters Score -141837.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -141854.296875 Penalty: 743.125671
	Iteration 37Q: 3 clusters Score -141854.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -141869.453125 Penalty: 743.125671
	Iteration 38Q: 3 clusters Score -141869.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -141885.468750 Penalty: 743.125671
	Iteration 39Q: 3 clusters Score -141885.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -141901.890625 Penalty: 743.125671
	Iteration 40F: 3 clusters Score -141901.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -141918.609375 Penalty: 743.125671
	Iteration 41Q: 3 clusters Score -141918.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -141934.718750 Penalty: 743.125671
	Iteration 42Q: 3 clusters Score -141934.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -141948.250000 Penalty: 743.125671
	Iteration 43Q: 3 clusters Score -141948.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -141957.812500 Penalty: 743.125671
	Iteration 44Q: 3 clusters Score -141957.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -141969.656250 Penalty: 743.125671
	Iteration 45Q: 3 clusters Score -141969.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -141983.578125 Penalty: 743.125671
	Iteration 46Q: 3 clusters Score -141983.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -141998.687500 Penalty: 743.125671
	Iteration 47Q: 3 clusters Score -141998.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -142005.359375 Penalty: 743.125671
	Iteration 48Q: 3 clusters Score -142005.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -142013.468750 Penalty: 743.125671
	Iteration 49Q: 3 clusters Score -142013.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -142018.734375 Penalty: 743.125671
	Iteration 50Q: 3 clusters Score -142018.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -142023.265625 Penalty: 743.125671
	Iteration 51Q: 3 clusters Score -142023.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -142025.359375 Penalty: 743.125671
	Iteration 52Q: 3 clusters Score -142025.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -142026.093750 Penalty: 743.125671
	Iteration 53Q: 3 clusters Score -142026.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -142026.953125 Penalty: 743.125671
	Iteration 54Q: 3 clusters Score -142027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -142027.187500 Penalty: 743.125671
	Iteration 55Q: 3 clusters Score -142027.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -142027.984375 Penalty: 743.125671
	Iteration 56Q: 3 clusters Score -142028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -142027.984375 Penalty: 743.125671
	Iteration 57F: 3 clusters Score -142028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Entering Unmasked Estep 
Score: -202378.000000 Penalty: 398.941803
	Iteration 0F: 2 clusters Score -202378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -198244.671875 Penalty: 797.883606
	Iteration 0F: 3 clusters Score -198244.7 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -202281.265625 Penalty: 797.883606
	Iteration 1F: 3 clusters Score -202281.3 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -204268.171875 Penalty: 797.883606
	Iteration 2F: 3 clusters Score -204268.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -205381.296875 Penalty: 797.883606
	Iteration 3F: 3 clusters Score -205381.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -205860.156250 Penalty: 797.883606
	Iteration 4Q: 3 clusters Score -205860.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -206001.109375 Penalty: 797.883606
	Iteration 5Q: 3 clusters Score -206001.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -206118.312500 Penalty: 797.883606
	Iteration 6Q: 3 clusters Score -206118.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -206255.265625 Penalty: 797.883606
	Iteration 7Q: 3 clusters Score -206255.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -206366.343750 Penalty: 797.883606
	Iteration 8Q: 3 clusters Score -206366.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -206423.859375 Penalty: 797.883606
	Iteration 9Q: 3 clusters Score -206423.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -206474.343750 Penalty: 797.883606
	Iteration 10Q: 3 clusters Score -206474.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -206515.687500 Penalty: 797.883606
	Iteration 11Q: 3 clusters Score -206515.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -206562.500000 Penalty: 797.883606
	Iteration 12Q: 3 clusters Score -206562.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -206594.031250 Penalty: 797.883606
	Iteration 13Q: 3 clusters Score -206594 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -206621.796875 Penalty: 797.883606
	Iteration 14Q: 3 clusters Score -206621.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -206645.046875 Penalty: 797.883606
	Iteration 15Q: 3 clusters Score -206645 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -206664.000000 Penalty: 797.883606
	Iteration 16Q: 3 clusters Score -206664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -206697.703125 Penalty: 797.883606
	Iteration 17Q: 3 clusters Score -206697.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -206723.203125 Penalty: 797.883606
	Iteration 18Q: 3 clusters Score -206723.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -206734.734375 Penalty: 797.883606
	Iteration 19Q: 3 clusters Score -206734.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -206759.828125 Penalty: 797.883606
	Iteration 20F: 3 clusters Score -206759.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -206778.656250 Penalty: 797.883606
	Iteration 21Q: 3 clusters Score -206778.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -206786.843750 Penalty: 797.883606
	Iteration 22Q: 3 clusters Score -206786.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -206789.812500 Penalty: 797.883606
	Iteration 23Q: 3 clusters Score -206789.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -206791.343750 Penalty: 797.883606
	Iteration 24Q: 3 clusters Score -206791.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -206791.968750 Penalty: 797.883606
	Iteration 25Q: 3 clusters Score -206792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -206792.015625 Penalty: 797.883606
	Iteration 26Q: 3 clusters Score -206792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -206792.968750 Penalty: 797.883606
	Iteration 27Q: 3 clusters Score -206793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -206793.109375 Penalty: 797.883606
	Iteration 28Q: 3 clusters Score -206793.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -206793.531250 Penalty: 797.883606
	Iteration 29Q: 3 clusters Score -206793.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -206793.375000 Penalty: 797.883606
	Iteration 30Q: 3 clusters Score -206793.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -206793.500000 Penalty: 797.883606
	Iteration 31Q: 3 clusters Score -206793.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -206793.453125 Penalty: 797.883606
	Iteration 32Q: 3 clusters Score -206793.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -206793.203125 Penalty: 797.883606
	Iteration 33Q: 3 clusters Score -206793.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -206793.203125 Penalty: 797.883606
	Iteration 34F: 3 clusters Score -206793.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 227372 members 
Mstep: Class 2 contains 5799 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 6231 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 10129 members 
Mstep: Class 9 contains 290906 members 
Mstep: Class 10 contains 4789 members 
Mstep: Class 11 contains 13099 members 
Mstep: Class 12 contains 17747 members 
Mstep: Class 13 contains 13419 members 
Mstep: Class 14 contains 6528 members 
Mstep: Class 15 contains 1500 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 44308 members 
Mstep: Class 18 contains 65093 members 
Mstep: Class 19 contains 3892 members 
Entering Unmasked Estep 
Score: -28302840.000000 Penalty: 11671.440430
Splitting cluster 4 changes total score from -28297838.000000 to -28302840.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 6 (6231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Entering Unmasked Estep 
Score: -238286.171875 Penalty: 397.546814
	Iteration 0F: 2 clusters Score -238286.2 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 3128 members 
Entering Unmasked Estep 
Score: -234082.234375 Penalty: 795.093628
	Iteration 0F: 3 clusters Score -234082.2 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -236042.453125 Penalty: 795.093628
	Iteration 1F: 3 clusters Score -236042.5 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -236616.625000 Penalty: 795.093628
	Iteration 2F: 3 clusters Score -236616.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -237489.812500 Penalty: 795.093628
	Iteration 3F: 3 clusters Score -237489.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -238725.156250 Penalty: 795.093628
	Iteration 4F: 3 clusters Score -238725.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -239900.703125 Penalty: 795.093628
	Iteration 5F: 3 clusters Score -239900.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -240571.062500 Penalty: 795.093628
	Iteration 6Q: 3 clusters Score -240571.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -240705.796875 Penalty: 795.093628
	Iteration 7Q: 3 clusters Score -240705.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -240747.625000 Penalty: 795.093628
	Iteration 8Q: 3 clusters Score -240747.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -240758.328125 Penalty: 795.093628
	Iteration 9Q: 3 clusters Score -240758.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -240760.140625 Penalty: 795.093628
	Iteration 10Q: 3 clusters Score -240760.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -240762.718750 Penalty: 795.093628
	Iteration 11Q: 3 clusters Score -240762.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -240763.203125 Penalty: 795.093628
	Iteration 12Q: 3 clusters Score -240763.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -240763.421875 Penalty: 795.093628
	Iteration 13Q: 3 clusters Score -240763.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -240762.937500 Penalty: 795.093628
	Iteration 14Q: 3 clusters Score -240762.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -240764.062500 Penalty: 795.093628
	Iteration 15Q: 3 clusters Score -240764.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -240764.062500 Penalty: 795.093628
	Iteration 16F: 3 clusters Score -240764.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 227372 members 
Mstep: Class 2 contains 5799 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 10129 members 
Mstep: Class 9 contains 290906 members 
Mstep: Class 10 contains 4789 members 
Mstep: Class 11 contains 13099 members 
Mstep: Class 12 contains 17747 members 
Mstep: Class 13 contains 13419 members 
Mstep: Class 14 contains 6528 members 
Mstep: Class 15 contains 1500 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 44308 members 
Mstep: Class 18 contains 65093 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 2809 members 
Entering Unmasked Estep 
Score: -28305056.000000 Penalty: 12285.726562
Splitting cluster 6 changes total score from -28297838.000000 to -28305056.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (5082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Entering Unmasked Estep 
Score: -183359.437500 Penalty: 388.272461
	Iteration 0F: 2 clusters Score -183359.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -180013.453125 Penalty: 776.544922
	Iteration 0F: 3 clusters Score -180013.5 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -182948.875000 Penalty: 776.544922
	Iteration 1F: 3 clusters Score -182948.9 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -184470.265625 Penalty: 776.544922
	Iteration 2F: 3 clusters Score -184470.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -185150.171875 Penalty: 776.544922
	Iteration 3F: 3 clusters Score -185150.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -185345.406250 Penalty: 776.544922
	Iteration 4Q: 3 clusters Score -185345.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -185395.265625 Penalty: 776.544922
	Iteration 5Q: 3 clusters Score -185395.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -185417.500000 Penalty: 776.544922
	Iteration 6Q: 3 clusters Score -185417.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -185428.156250 Penalty: 776.544922
	Iteration 7Q: 3 clusters Score -185428.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -185436.437500 Penalty: 776.544922
	Iteration 8Q: 3 clusters Score -185436.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -185442.140625 Penalty: 776.544922
	Iteration 9Q: 3 clusters Score -185442.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -185448.453125 Penalty: 776.544922
	Iteration 10Q: 3 clusters Score -185448.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -185452.468750 Penalty: 776.544922
	Iteration 11Q: 3 clusters Score -185452.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -185454.968750 Penalty: 776.544922
	Iteration 12Q: 3 clusters Score -185455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -185456.250000 Penalty: 776.544922
	Iteration 13Q: 3 clusters Score -185456.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -185457.234375 Penalty: 776.544922
	Iteration 14Q: 3 clusters Score -185457.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -185458.187500 Penalty: 776.544922
	Iteration 15Q: 3 clusters Score -185458.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -185458.093750 Penalty: 776.544922
	Iteration 16Q: 3 clusters Score -185458.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -185457.953125 Penalty: 776.544922
	Iteration 17Q: 3 clusters Score -185458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -185458.187500 Penalty: 776.544922
	Iteration 18Q: 3 clusters Score -185458.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -185458.265625 Penalty: 776.544922
	Iteration 19Q: 3 clusters Score -185458.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -185458.265625 Penalty: 776.544922
	Iteration 20F: 3 clusters Score -185458.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 227372 members 
Mstep: Class 2 contains 5799 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 3224 members 
Mstep: Class 8 contains 10129 members 
Mstep: Class 9 contains 290906 members 
Mstep: Class 10 contains 4789 members 
Mstep: Class 11 contains 13099 members 
Mstep: Class 12 contains 17747 members 
Mstep: Class 13 contains 13419 members 
Mstep: Class 14 contains 6528 members 
Mstep: Class 15 contains 1500 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 44308 members 
Mstep: Class 18 contains 65093 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 2809 members 
Mstep: Class 21 contains 1858 members 
Entering Unmasked Estep 
Score: -28306904.000000 Penalty: 12900.012695
Splitting cluster 7 changes total score from -28297838.000000 to -28306904.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (10129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Entering Unmasked Estep 
Score: -432541.625000 Penalty: 419.653687
	Iteration 0F: 2 clusters Score -432541.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -425738.125000 Penalty: 839.307373
	Iteration 0F: 3 clusters Score -425738.1 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -428499.531250 Penalty: 839.307373
	Iteration 1F: 3 clusters Score -428499.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -428717.250000 Penalty: 839.307373
	Iteration 2F: 3 clusters Score -428717.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -428980.062500 Penalty: 839.307373
	Iteration 3F: 3 clusters Score -428980.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -429315.531250 Penalty: 839.307373
	Iteration 4F: 3 clusters Score -429315.5 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -429724.500000 Penalty: 839.307373
	Iteration 5F: 3 clusters Score -429724.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -430164.312500 Penalty: 839.307373
	Iteration 6F: 3 clusters Score -430164.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -430539.531250 Penalty: 839.307373
	Iteration 7F: 3 clusters Score -430539.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -430848.968750 Penalty: 839.307373
	Iteration 8Q: 3 clusters Score -430849 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -431084.968750 Penalty: 839.307373
	Iteration 9Q: 3 clusters Score -431085 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -431259.937500 Penalty: 839.307373
	Iteration 10Q: 3 clusters Score -431259.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -431428.812500 Penalty: 839.307373
	Iteration 11Q: 3 clusters Score -431428.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -431564.187500 Penalty: 839.307373
	Iteration 12Q: 3 clusters Score -431564.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -431682.937500 Penalty: 839.307373
	Iteration 13Q: 3 clusters Score -431682.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -431792.093750 Penalty: 839.307373
	Iteration 14Q: 3 clusters Score -431792.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -431899.156250 Penalty: 839.307373
	Iteration 15Q: 3 clusters Score -431899.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -431989.250000 Penalty: 839.307373
	Iteration 16Q: 3 clusters Score -431989.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -432063.312500 Penalty: 839.307373
	Iteration 17Q: 3 clusters Score -432063.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -432113.250000 Penalty: 839.307373
	Iteration 18Q: 3 clusters Score -432113.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -432149.937500 Penalty: 839.307373
	Iteration 19Q: 3 clusters Score -432149.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -432179.000000 Penalty: 839.307373
	Iteration 20F: 3 clusters Score -432179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -432201.031250 Penalty: 839.307373
	Iteration 21Q: 3 clusters Score -432201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -432207.656250 Penalty: 839.307373
	Iteration 22Q: 3 clusters Score -432207.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -432214.562500 Penalty: 839.307373
	Iteration 23Q: 3 clusters Score -432214.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -432220.812500 Penalty: 839.307373
	Iteration 24Q: 3 clusters Score -432220.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -432225.750000 Penalty: 839.307373
	Iteration 25Q: 3 clusters Score -432225.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -432226.500000 Penalty: 839.307373
	Iteration 26Q: 3 clusters Score -432226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -432226.843750 Penalty: 839.307373
	Iteration 27Q: 3 clusters Score -432226.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -432226.843750 Penalty: 839.307373
	Iteration 28F: 3 clusters Score -432226.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (290906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290906 members 
Entering Unmasked Estep 
Score: -12050612.000000 Penalty: 572.424377
	Iteration 0F: 2 clusters Score -1.205061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145415 members 
Mstep: Class 2 contains 145491 members 
Entering Unmasked Estep 
Score: -11852514.000000 Penalty: 1144.848755
	Iteration 0F: 3 clusters Score -1.185251e+07 nChanged 143752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151077 members 
Mstep: Class 2 contains 139829 members 
Entering Unmasked Estep 
Score: -11941083.000000 Penalty: 1144.848755
	Iteration 1F: 3 clusters Score -1.194108e+07 nChanged 14543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157696 members 
Mstep: Class 2 contains 133210 members 
Entering Unmasked Estep 
Score: -11947600.000000 Penalty: 1144.848755
	Iteration 2Q: 3 clusters Score -1.19476e+07 nChanged 18401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167247 members 
Mstep: Class 2 contains 123659 members 
Entering Unmasked Estep 
Score: -11957200.000000 Penalty: 1144.848755
	Iteration 3F: 3 clusters Score -1.19572e+07 nChanged 20697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178870 members 
Mstep: Class 2 contains 112036 members 
Entering Unmasked Estep 
Score: -11968463.000000 Penalty: 1144.848755
	Iteration 4F: 3 clusters Score -1.196846e+07 nChanged 20561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191807 members 
Mstep: Class 2 contains 99099 members 
Entering Unmasked Estep 
Score: -11979977.000000 Penalty: 1144.848755
	Iteration 5F: 3 clusters Score -1.197998e+07 nChanged 18889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205614 members 
Mstep: Class 2 contains 85292 members 
Entering Unmasked Estep 
Score: -11990575.000000 Penalty: 1144.848755
	Iteration 6F: 3 clusters Score -1.199058e+07 nChanged 16512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219556 members 
Mstep: Class 2 contains 71350 members 
Entering Unmasked Estep 
Score: -12000095.000000 Penalty: 1144.848755
	Iteration 7F: 3 clusters Score -1.20001e+07 nChanged 15096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233896 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -12009548.000000 Penalty: 1144.848755
	Iteration 8F: 3 clusters Score -1.200955e+07 nChanged 14173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247959 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -12019392.000000 Penalty: 1144.848755
	Iteration 9Q: 3 clusters Score -1.201939e+07 nChanged 12873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260826 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -12028758.000000 Penalty: 1144.848755
	Iteration 10Q: 3 clusters Score -1.202876e+07 nChanged 10448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271274 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -12036797.000000 Penalty: 1144.848755
	Iteration 11Q: 3 clusters Score -1.20368e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278832 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -12042444.000000 Penalty: 1144.848755
	Iteration 12Q: 3 clusters Score -1.204244e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283669 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -12046045.000000 Penalty: 1144.848755
	Iteration 13Q: 3 clusters Score -1.204604e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286504 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -12047860.000000 Penalty: 1144.848755
	Iteration 14Q: 3 clusters Score -1.204786e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288135 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -12048874.000000 Penalty: 1144.848755
	Iteration 15Q: 3 clusters Score -1.204887e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289058 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -12049294.000000 Penalty: 1144.848755
	Iteration 16Q: 3 clusters Score -1.204929e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289615 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -12049529.000000 Penalty: 1144.848755
	Iteration 17Q: 3 clusters Score -1.204953e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289920 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -12049746.000000 Penalty: 1144.848755
	Iteration 18Q: 3 clusters Score -1.204975e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290138 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12049886.000000 Penalty: 1144.848755
	Iteration 19Q: 3 clusters Score -1.204989e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290269 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -12049981.000000 Penalty: 1144.848755
	Iteration 20F: 3 clusters Score -1.204998e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290365 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12050012.000000 Penalty: 1144.848755
	Iteration 21Q: 3 clusters Score -1.205001e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290416 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -12050055.000000 Penalty: 1144.848755
	Iteration 22Q: 3 clusters Score -1.205006e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290451 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12050121.000000 Penalty: 1144.848755
	Iteration 23Q: 3 clusters Score -1.205012e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290459 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12050171.000000 Penalty: 1144.848755
	Iteration 24Q: 3 clusters Score -1.205017e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290457 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -12050286.000000 Penalty: 1144.848755
	Iteration 25Q: 3 clusters Score -1.205029e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290425 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -12050398.000000 Penalty: 1144.848755
	Iteration 26Q: 3 clusters Score -1.20504e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290365 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12050561.000000 Penalty: 1144.848755
	Iteration 27Q: 3 clusters Score -1.205056e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290266 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -12050689.000000 Penalty: 1144.848755
	Iteration 28Q: 3 clusters Score -1.205069e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290150 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -12050842.000000 Penalty: 1144.848755
	Iteration 29Q: 3 clusters Score -1.205084e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290030 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -12051012.000000 Penalty: 1144.848755
	Iteration 30Q: 3 clusters Score -1.205101e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289886 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -12051146.000000 Penalty: 1144.848755
	Iteration 31Q: 3 clusters Score -1.205115e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289767 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -12051205.000000 Penalty: 1144.848755
	Iteration 32Q: 3 clusters Score -1.20512e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289686 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -12051228.000000 Penalty: 1144.848755
	Iteration 33Q: 3 clusters Score -1.205123e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289630 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -12051233.000000 Penalty: 1144.848755
	Iteration 34Q: 3 clusters Score -1.205123e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289580 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -12051233.000000 Penalty: 1144.848755
	Iteration 35Q: 3 clusters Score -1.205123e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289539 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -12051252.000000 Penalty: 1144.848755
	Iteration 36Q: 3 clusters Score -1.205125e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289496 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -12051259.000000 Penalty: 1144.848755
	Iteration 37Q: 3 clusters Score -1.205126e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289478 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -12051259.000000 Penalty: 1144.848755
	Iteration 38Q: 3 clusters Score -1.205126e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289458 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -12051275.000000 Penalty: 1144.848755
	Iteration 39Q: 3 clusters Score -1.205128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289447 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -12051360.000000 Penalty: 1144.848755
	Iteration 40F: 3 clusters Score -1.205136e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289350 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -12051392.000000 Penalty: 1144.848755
	Iteration 41Q: 3 clusters Score -1.205139e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289287 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -12051419.000000 Penalty: 1144.848755
	Iteration 42Q: 3 clusters Score -1.205142e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289236 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -12051462.000000 Penalty: 1144.848755
	Iteration 43Q: 3 clusters Score -1.205146e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289197 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -12051479.000000 Penalty: 1144.848755
	Iteration 44Q: 3 clusters Score -1.205148e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289152 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -12051468.000000 Penalty: 1144.848755
	Iteration 45Q: 3 clusters Score -1.205147e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289116 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -12051488.000000 Penalty: 1144.848755
	Iteration 46Q: 3 clusters Score -1.205149e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289087 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -12051513.000000 Penalty: 1144.848755
	Iteration 47Q: 3 clusters Score -1.205151e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289065 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -12051530.000000 Penalty: 1144.848755
	Iteration 48Q: 3 clusters Score -1.205153e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289047 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -12051527.000000 Penalty: 1144.848755
	Iteration 49Q: 3 clusters Score -1.205153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289030 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -12051534.000000 Penalty: 1144.848755
	Iteration 50Q: 3 clusters Score -1.205153e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289021 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -12051538.000000 Penalty: 1144.848755
	Iteration 51Q: 3 clusters Score -1.205154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289013 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -12051541.000000 Penalty: 1144.848755
	Iteration 52Q: 3 clusters Score -1.205154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289010 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -12051543.000000 Penalty: 1144.848755
	Iteration 53Q: 3 clusters Score -1.205154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289008 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -12051545.000000 Penalty: 1144.848755
	Iteration 54Q: 3 clusters Score -1.205154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289007 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -12051542.000000 Penalty: 1144.848755
	Iteration 55Q: 3 clusters Score -1.205154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289006 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -12051548.000000 Penalty: 1144.848755
	Iteration 56Q: 3 clusters Score -1.205155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289004 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -12051546.000000 Penalty: 1144.848755
	Iteration 57Q: 3 clusters Score -1.205155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289003 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -12051548.000000 Penalty: 1144.848755
	Iteration 58Q: 3 clusters Score -1.205155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289003 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -12051548.000000 Penalty: 1144.848755
	Iteration 59F: 3 clusters Score -1.205155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 227372 members 
Mstep: Class 2 contains 5799 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 3224 members 
Mstep: Class 8 contains 10129 members 
Mstep: Class 9 contains 289003 members 
Mstep: Class 10 contains 4789 members 
Mstep: Class 11 contains 13099 members 
Mstep: Class 12 contains 17747 members 
Mstep: Class 13 contains 13419 members 
Mstep: Class 14 contains 6528 members 
Mstep: Class 15 contains 1500 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 44308 members 
Mstep: Class 18 contains 65093 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 2809 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 1903 members 
Entering Unmasked Estep 
Score: -28307786.000000 Penalty: 13514.298828
Splitting cluster 9 changes total score from -28297838.000000 to -28307786.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (4789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Entering Unmasked Estep 
Score: -198416.109375 Penalty: 385.570526
	Iteration 0F: 2 clusters Score -198416.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -195198.562500 Penalty: 771.141052
	Iteration 0F: 3 clusters Score -195198.6 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -196325.468750 Penalty: 771.141052
	Iteration 1F: 3 clusters Score -196325.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -196536.750000 Penalty: 771.141052
	Iteration 2F: 3 clusters Score -196536.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -196778.781250 Penalty: 771.141052
	Iteration 3F: 3 clusters Score -196778.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -197043.156250 Penalty: 771.141052
	Iteration 4F: 3 clusters Score -197043.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -197297.750000 Penalty: 771.141052
	Iteration 5F: 3 clusters Score -197297.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -197516.062500 Penalty: 771.141052
	Iteration 6F: 3 clusters Score -197516.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -197665.953125 Penalty: 771.141052
	Iteration 7Q: 3 clusters Score -197666 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -197752.781250 Penalty: 771.141052
	Iteration 8Q: 3 clusters Score -197752.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -197814.984375 Penalty: 771.141052
	Iteration 9Q: 3 clusters Score -197815 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -197856.203125 Penalty: 771.141052
	Iteration 10Q: 3 clusters Score -197856.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -197885.375000 Penalty: 771.141052
	Iteration 11Q: 3 clusters Score -197885.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -197907.140625 Penalty: 771.141052
	Iteration 12Q: 3 clusters Score -197907.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -197928.375000 Penalty: 771.141052
	Iteration 13Q: 3 clusters Score -197928.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -197944.062500 Penalty: 771.141052
	Iteration 14Q: 3 clusters Score -197944.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -197957.625000 Penalty: 771.141052
	Iteration 15Q: 3 clusters Score -197957.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -197970.953125 Penalty: 771.141052
	Iteration 16Q: 3 clusters Score -197971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -197979.312500 Penalty: 771.141052
	Iteration 17Q: 3 clusters Score -197979.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -197984.359375 Penalty: 771.141052
	Iteration 18Q: 3 clusters Score -197984.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -197988.718750 Penalty: 771.141052
	Iteration 19Q: 3 clusters Score -197988.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -197992.203125 Penalty: 771.141052
	Iteration 20F: 3 clusters Score -197992.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -197993.312500 Penalty: 771.141052
	Iteration 21Q: 3 clusters Score -197993.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -197994.000000 Penalty: 771.141052
	Iteration 22Q: 3 clusters Score -197994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -197995.281250 Penalty: 771.141052
	Iteration 23Q: 3 clusters Score -197995.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -197998.921875 Penalty: 771.141052
	Iteration 24Q: 3 clusters Score -197998.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -198001.031250 Penalty: 771.141052
	Iteration 25Q: 3 clusters Score -198001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -198002.921875 Penalty: 771.141052
	Iteration 26Q: 3 clusters Score -198002.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -198005.000000 Penalty: 771.141052
	Iteration 27Q: 3 clusters Score -198005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -198007.468750 Penalty: 771.141052
	Iteration 28Q: 3 clusters Score -198007.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -198009.187500 Penalty: 771.141052
	Iteration 29Q: 3 clusters Score -198009.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -198013.093750 Penalty: 771.141052
	Iteration 30Q: 3 clusters Score -198013.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -198015.265625 Penalty: 771.141052
	Iteration 31Q: 3 clusters Score -198015.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -198020.156250 Penalty: 771.141052
	Iteration 32Q: 3 clusters Score -198020.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -198024.812500 Penalty: 771.141052
	Iteration 33Q: 3 clusters Score -198024.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -198028.984375 Penalty: 771.141052
	Iteration 34Q: 3 clusters Score -198029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -198034.609375 Penalty: 771.141052
	Iteration 35Q: 3 clusters Score -198034.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -198039.734375 Penalty: 771.141052
	Iteration 36Q: 3 clusters Score -198039.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -198047.000000 Penalty: 771.141052
	Iteration 37Q: 3 clusters Score -198047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -198059.640625 Penalty: 771.141052
	Iteration 38Q: 3 clusters Score -198059.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -198067.000000 Penalty: 771.141052
	Iteration 39Q: 3 clusters Score -198067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -198076.187500 Penalty: 771.141052
	Iteration 40F: 3 clusters Score -198076.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -198084.312500 Penalty: 771.141052
	Iteration 41Q: 3 clusters Score -198084.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -198087.796875 Penalty: 771.141052
	Iteration 42Q: 3 clusters Score -198087.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -198093.078125 Penalty: 771.141052
	Iteration 43Q: 3 clusters Score -198093.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -198097.390625 Penalty: 771.141052
	Iteration 44Q: 3 clusters Score -198097.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -198102.453125 Penalty: 771.141052
	Iteration 45Q: 3 clusters Score -198102.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -198109.062500 Penalty: 771.141052
	Iteration 46Q: 3 clusters Score -198109.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -198114.187500 Penalty: 771.141052
	Iteration 47Q: 3 clusters Score -198114.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -198117.531250 Penalty: 771.141052
	Iteration 48Q: 3 clusters Score -198117.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -198119.609375 Penalty: 771.141052
	Iteration 49Q: 3 clusters Score -198119.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -198121.609375 Penalty: 771.141052
	Iteration 50Q: 3 clusters Score -198121.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -198122.484375 Penalty: 771.141052
	Iteration 51Q: 3 clusters Score -198122.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -198123.953125 Penalty: 771.141052
	Iteration 52Q: 3 clusters Score -198124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -198125.609375 Penalty: 771.141052
	Iteration 53Q: 3 clusters Score -198125.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -198126.750000 Penalty: 771.141052
	Iteration 54Q: 3 clusters Score -198126.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -198127.968750 Penalty: 771.141052
	Iteration 55Q: 3 clusters Score -198128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -198128.281250 Penalty: 771.141052
	Iteration 56Q: 3 clusters Score -198128.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -198129.546875 Penalty: 771.141052
	Iteration 57Q: 3 clusters Score -198129.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -198131.640625 Penalty: 771.141052
	Iteration 58Q: 3 clusters Score -198131.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -198132.562500 Penalty: 771.141052
	Iteration 59Q: 3 clusters Score -198132.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -198135.078125 Penalty: 771.141052
	Iteration 60F: 3 clusters Score -198135.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -198137.656250 Penalty: 771.141052
	Iteration 61Q: 3 clusters Score -198137.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -198138.718750 Penalty: 771.141052
	Iteration 62Q: 3 clusters Score -198138.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -198139.859375 Penalty: 771.141052
	Iteration 63Q: 3 clusters Score -198139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -198140.062500 Penalty: 771.141052
	Iteration 64Q: 3 clusters Score -198140.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -198140.656250 Penalty: 771.141052
	Iteration 65Q: 3 clusters Score -198140.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -198142.062500 Penalty: 771.141052
	Iteration 66Q: 3 clusters Score -198142.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -198142.125000 Penalty: 771.141052
	Iteration 67Q: 3 clusters Score -198142.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -198142.203125 Penalty: 771.141052
	Iteration 68Q: 3 clusters Score -198142.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -198142.421875 Penalty: 771.141052
	Iteration 69Q: 3 clusters Score -198142.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -198142.750000 Penalty: 771.141052
	Iteration 70Q: 3 clusters Score -198142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -198142.984375 Penalty: 771.141052
	Iteration 71Q: 3 clusters Score -198143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -198142.984375 Penalty: 771.141052
	Iteration 72F: 3 clusters Score -198143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Entering Unmasked Estep 
Score: -521792.718750 Penalty: 431.353271
	Iteration 0F: 2 clusters Score -521792.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -512994.906250 Penalty: 862.706543
	Iteration 0F: 3 clusters Score -512994.9 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -516673.750000 Penalty: 862.706543
	Iteration 1F: 3 clusters Score -516673.8 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -517004.906250 Penalty: 862.706543
	Iteration 2F: 3 clusters Score -517004.9 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -517359.656250 Penalty: 862.706543
	Iteration 3F: 3 clusters Score -517359.7 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -517807.937500 Penalty: 862.706543
	Iteration 4F: 3 clusters Score -517807.9 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -518437.312500 Penalty: 862.706543
	Iteration 5F: 3 clusters Score -518437.3 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -519319.687500 Penalty: 862.706543
	Iteration 6F: 3 clusters Score -519319.7 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -520177.500000 Penalty: 862.706543
	Iteration 7F: 3 clusters Score -520177.5 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -520646.718750 Penalty: 862.706543
	Iteration 8F: 3 clusters Score -520646.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -520861.625000 Penalty: 862.706543
	Iteration 9Q: 3 clusters Score -520861.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -520942.968750 Penalty: 862.706543
	Iteration 10Q: 3 clusters Score -520943 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -520983.562500 Penalty: 862.706543
	Iteration 11Q: 3 clusters Score -520983.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -521012.187500 Penalty: 862.706543
	Iteration 12Q: 3 clusters Score -521012.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -521032.750000 Penalty: 862.706543
	Iteration 13Q: 3 clusters Score -521032.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -521051.625000 Penalty: 862.706543
	Iteration 14Q: 3 clusters Score -521051.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -521069.062500 Penalty: 862.706543
	Iteration 15Q: 3 clusters Score -521069.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -521092.375000 Penalty: 862.706543
	Iteration 16Q: 3 clusters Score -521092.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -521117.187500 Penalty: 862.706543
	Iteration 17Q: 3 clusters Score -521117.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -521138.906250 Penalty: 862.706543
	Iteration 18Q: 3 clusters Score -521138.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -521155.093750 Penalty: 862.706543
	Iteration 19Q: 3 clusters Score -521155.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -521172.281250 Penalty: 862.706543
	Iteration 20F: 3 clusters Score -521172.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -521192.781250 Penalty: 862.706543
	Iteration 21Q: 3 clusters Score -521192.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -521213.781250 Penalty: 862.706543
	Iteration 22Q: 3 clusters Score -521213.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -521233.593750 Penalty: 862.706543
	Iteration 23Q: 3 clusters Score -521233.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -521250.875000 Penalty: 862.706543
	Iteration 24Q: 3 clusters Score -521250.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -521267.062500 Penalty: 862.706543
	Iteration 25Q: 3 clusters Score -521267.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -521281.781250 Penalty: 862.706543
	Iteration 26Q: 3 clusters Score -521281.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -521300.093750 Penalty: 862.706543
	Iteration 27Q: 3 clusters Score -521300.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -521317.375000 Penalty: 862.706543
	Iteration 28Q: 3 clusters Score -521317.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -521329.656250 Penalty: 862.706543
	Iteration 29Q: 3 clusters Score -521329.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -521339.531250 Penalty: 862.706543
	Iteration 30Q: 3 clusters Score -521339.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -521348.687500 Penalty: 862.706543
	Iteration 31Q: 3 clusters Score -521348.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -521355.812500 Penalty: 862.706543
	Iteration 32Q: 3 clusters Score -521355.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -521361.125000 Penalty: 862.706543
	Iteration 33Q: 3 clusters Score -521361.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -521365.906250 Penalty: 862.706543
	Iteration 34Q: 3 clusters Score -521365.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -521372.031250 Penalty: 862.706543
	Iteration 35Q: 3 clusters Score -521372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -521377.781250 Penalty: 862.706543
	Iteration 36Q: 3 clusters Score -521377.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -521384.968750 Penalty: 862.706543
	Iteration 37Q: 3 clusters Score -521385 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -521388.812500 Penalty: 862.706543
	Iteration 38Q: 3 clusters Score -521388.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -521394.937500 Penalty: 862.706543
	Iteration 39Q: 3 clusters Score -521394.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -521401.406250 Penalty: 862.706543
	Iteration 40F: 3 clusters Score -521401.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -521407.093750 Penalty: 862.706543
	Iteration 41Q: 3 clusters Score -521407.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -521411.281250 Penalty: 862.706543
	Iteration 42Q: 3 clusters Score -521411.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -521414.625000 Penalty: 862.706543
	Iteration 43Q: 3 clusters Score -521414.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -521418.625000 Penalty: 862.706543
	Iteration 44Q: 3 clusters Score -521418.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -521418.906250 Penalty: 862.706543
	Iteration 45Q: 3 clusters Score -521418.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -521421.218750 Penalty: 862.706543
	Iteration 46Q: 3 clusters Score -521421.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -521422.343750 Penalty: 862.706543
	Iteration 47Q: 3 clusters Score -521422.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -521424.250000 Penalty: 862.706543
	Iteration 48Q: 3 clusters Score -521424.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -521424.500000 Penalty: 862.706543
	Iteration 49Q: 3 clusters Score -521424.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -521427.031250 Penalty: 862.706543
	Iteration 50Q: 3 clusters Score -521427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -521429.687500 Penalty: 862.706543
	Iteration 51Q: 3 clusters Score -521429.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -521428.406250 Penalty: 862.706543
	Iteration 52Q: 3 clusters Score -521428.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -521431.625000 Penalty: 862.706543
	Iteration 53Q: 3 clusters Score -521431.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -521429.250000 Penalty: 862.706543
	Iteration 54Q: 3 clusters Score -521429.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -521430.906250 Penalty: 862.706543
	Iteration 55Q: 3 clusters Score -521430.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -521432.406250 Penalty: 862.706543
	Iteration 56Q: 3 clusters Score -521432.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -521434.687500 Penalty: 862.706543
	Iteration 57Q: 3 clusters Score -521434.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -521435.625000 Penalty: 862.706543
	Iteration 58Q: 3 clusters Score -521435.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -521435.906250 Penalty: 862.706543
	Iteration 59Q: 3 clusters Score -521435.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -521437.156250 Penalty: 862.706543
	Iteration 60F: 3 clusters Score -521437.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -521436.437500 Penalty: 862.706543
	Iteration 61Q: 3 clusters Score -521436.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -521438.687500 Penalty: 862.706543
	Iteration 62Q: 3 clusters Score -521438.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -521438.718750 Penalty: 862.706543
	Iteration 63Q: 3 clusters Score -521438.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -521441.281250 Penalty: 862.706543
	Iteration 64Q: 3 clusters Score -521441.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -521443.843750 Penalty: 862.706543
	Iteration 65Q: 3 clusters Score -521443.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -521445.531250 Penalty: 862.706543
	Iteration 66Q: 3 clusters Score -521445.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -521445.687500 Penalty: 862.706543
	Iteration 67Q: 3 clusters Score -521445.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -521448.531250 Penalty: 862.706543
	Iteration 68Q: 3 clusters Score -521448.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -521452.375000 Penalty: 862.706543
	Iteration 69Q: 3 clusters Score -521452.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -521459.250000 Penalty: 862.706543
	Iteration 70Q: 3 clusters Score -521459.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -521466.531250 Penalty: 862.706543
	Iteration 71Q: 3 clusters Score -521466.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -521474.312500 Penalty: 862.706543
	Iteration 72Q: 3 clusters Score -521474.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -521479.781250 Penalty: 862.706543
	Iteration 73Q: 3 clusters Score -521479.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -521484.875000 Penalty: 862.706543
	Iteration 74Q: 3 clusters Score -521484.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -521487.843750 Penalty: 862.706543
	Iteration 75Q: 3 clusters Score -521487.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -521489.000000 Penalty: 862.706543
	Iteration 76Q: 3 clusters Score -521489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -521490.906250 Penalty: 862.706543
	Iteration 77Q: 3 clusters Score -521490.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -521492.937500 Penalty: 862.706543
	Iteration 78Q: 3 clusters Score -521492.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -521495.625000 Penalty: 862.706543
	Iteration 79Q: 3 clusters Score -521495.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -521495.187500 Penalty: 862.706543
	Iteration 80F: 3 clusters Score -521495.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -521497.625000 Penalty: 862.706543
	Iteration 81Q: 3 clusters Score -521497.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -521498.406250 Penalty: 862.706543
	Iteration 82Q: 3 clusters Score -521498.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -521501.593750 Penalty: 862.706543
	Iteration 83Q: 3 clusters Score -521501.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -521503.093750 Penalty: 862.706543
	Iteration 84Q: 3 clusters Score -521503.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -521503.812500 Penalty: 862.706543
	Iteration 85Q: 3 clusters Score -521503.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -521505.218750 Penalty: 862.706543
	Iteration 86Q: 3 clusters Score -521505.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -521507.750000 Penalty: 862.706543
	Iteration 87Q: 3 clusters Score -521507.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -521511.656250 Penalty: 862.706543
	Iteration 88Q: 3 clusters Score -521511.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -521511.656250 Penalty: 862.706543
	Iteration 89Q: 3 clusters Score -521511.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -521512.281250 Penalty: 862.706543
	Iteration 90Q: 3 clusters Score -521512.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -521513.656250 Penalty: 862.706543
	Iteration 91Q: 3 clusters Score -521513.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -521513.093750 Penalty: 862.706543
	Iteration 92Q: 3 clusters Score -521513.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -521513.843750 Penalty: 862.706543
	Iteration 93Q: 3 clusters Score -521513.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -521514.531250 Penalty: 862.706543
	Iteration 94Q: 3 clusters Score -521514.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -521514.000000 Penalty: 862.706543
	Iteration 95Q: 3 clusters Score -521514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -521513.718750 Penalty: 862.706543
	Iteration 96Q: 3 clusters Score -521513.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -521516.562500 Penalty: 862.706543
	Iteration 97Q: 3 clusters Score -521516.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -521515.937500 Penalty: 862.706543
	Iteration 98Q: 3 clusters Score -521515.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -521516.781250 Penalty: 862.706543
	Iteration 99Q: 3 clusters Score -521516.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -521516.312500 Penalty: 862.706543
	Iteration 100F: 3 clusters Score -521516.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -521516.375000 Penalty: 862.706543
	Iteration 101Q: 3 clusters Score -521516.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -521516.375000 Penalty: 862.706543
	Iteration 102Q: 3 clusters Score -521516.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -521517.031250 Penalty: 862.706543
	Iteration 103Q: 3 clusters Score -521517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -521518.000000 Penalty: 862.706543
	Iteration 104Q: 3 clusters Score -521518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -521518.156250 Penalty: 862.706543
	Iteration 105Q: 3 clusters Score -521518.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -521520.031250 Penalty: 862.706543
	Iteration 106Q: 3 clusters Score -521520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -521519.593750 Penalty: 862.706543
	Iteration 107Q: 3 clusters Score -521519.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -521518.468750 Penalty: 862.706543
	Iteration 108Q: 3 clusters Score -521518.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -521518.750000 Penalty: 862.706543
	Iteration 109Q: 3 clusters Score -521518.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -521517.812500 Penalty: 862.706543
	Iteration 110Q: 3 clusters Score -521517.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -521518.250000 Penalty: 862.706543
	Iteration 111Q: 3 clusters Score -521518.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -521518.250000 Penalty: 862.706543
	Iteration 112F: 3 clusters Score -521518.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Entering Unmasked Estep 
Score: -671244.500000 Penalty: 445.170715
	Iteration 0F: 2 clusters Score -671244.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -659547.375000 Penalty: 890.341431
	Iteration 0F: 3 clusters Score -659547.4 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -665434.750000 Penalty: 890.341431
	Iteration 1F: 3 clusters Score -665434.8 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -666811.687500 Penalty: 890.341431
	Iteration 2F: 3 clusters Score -666811.7 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -668142.250000 Penalty: 890.341431
	Iteration 3F: 3 clusters Score -668142.2 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -669188.375000 Penalty: 890.341431
	Iteration 4F: 3 clusters Score -669188.4 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -670154.750000 Penalty: 890.341431
	Iteration 5F: 3 clusters Score -670154.8 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -671002.437500 Penalty: 890.341431
	Iteration 6F: 3 clusters Score -671002.4 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -671675.562500 Penalty: 890.341431
	Iteration 7F: 3 clusters Score -671675.6 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -672290.062500 Penalty: 890.341431
	Iteration 8Q: 3 clusters Score -672290.1 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -672880.875000 Penalty: 890.341431
	Iteration 9Q: 3 clusters Score -672880.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -673372.812500 Penalty: 890.341431
	Iteration 10Q: 3 clusters Score -673372.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -673790.875000 Penalty: 890.341431
	Iteration 11Q: 3 clusters Score -673790.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -674053.562500 Penalty: 890.341431
	Iteration 12Q: 3 clusters Score -674053.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -674205.937500 Penalty: 890.341431
	Iteration 13Q: 3 clusters Score -674205.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -674305.562500 Penalty: 890.341431
	Iteration 14Q: 3 clusters Score -674305.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -674379.500000 Penalty: 890.341431
	Iteration 15Q: 3 clusters Score -674379.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -674432.687500 Penalty: 890.341431
	Iteration 16Q: 3 clusters Score -674432.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -674470.812500 Penalty: 890.341431
	Iteration 17Q: 3 clusters Score -674470.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -674503.562500 Penalty: 890.341431
	Iteration 18Q: 3 clusters Score -674503.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -674526.562500 Penalty: 890.341431
	Iteration 19Q: 3 clusters Score -674526.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -674547.062500 Penalty: 890.341431
	Iteration 20F: 3 clusters Score -674547.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -674563.687500 Penalty: 890.341431
	Iteration 21Q: 3 clusters Score -674563.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -674575.812500 Penalty: 890.341431
	Iteration 22Q: 3 clusters Score -674575.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -674586.062500 Penalty: 890.341431
	Iteration 23Q: 3 clusters Score -674586.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -674598.812500 Penalty: 890.341431
	Iteration 24Q: 3 clusters Score -674598.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -674607.687500 Penalty: 890.341431
	Iteration 25Q: 3 clusters Score -674607.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -674614.250000 Penalty: 890.341431
	Iteration 26Q: 3 clusters Score -674614.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -674618.687500 Penalty: 890.341431
	Iteration 27Q: 3 clusters Score -674618.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -674619.625000 Penalty: 890.341431
	Iteration 28Q: 3 clusters Score -674619.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -674622.125000 Penalty: 890.341431
	Iteration 29Q: 3 clusters Score -674622.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -674623.500000 Penalty: 890.341431
	Iteration 30Q: 3 clusters Score -674623.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -674622.375000 Penalty: 890.341431
	Iteration 31Q: 3 clusters Score -674622.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -674622.187500 Penalty: 890.341431
	Iteration 32Q: 3 clusters Score -674622.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -674622.562500 Penalty: 890.341431
	Iteration 33Q: 3 clusters Score -674622.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -674622.500000 Penalty: 890.341431
	Iteration 34Q: 3 clusters Score -674622.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -674622.312500 Penalty: 890.341431
	Iteration 35Q: 3 clusters Score -674622.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -674622.312500 Penalty: 890.341431
	Iteration 36F: 3 clusters Score -674622.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 227372 members 
Mstep: Class 2 contains 5799 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 3224 members 
Mstep: Class 8 contains 10129 members 
Mstep: Class 9 contains 289003 members 
Mstep: Class 10 contains 4789 members 
Mstep: Class 11 contains 13099 members 
Mstep: Class 12 contains 13979 members 
Mstep: Class 13 contains 13419 members 
Mstep: Class 14 contains 6528 members 
Mstep: Class 15 contains 1500 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 44308 members 
Mstep: Class 18 contains 65093 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 2809 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 3768 members 
Entering Unmasked Estep 
Score: -28311116.000000 Penalty: 14128.584961
Splitting cluster 12 changes total score from -28297838.000000 to -28311116.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (13419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Entering Unmasked Estep 
Score: -550807.687500 Penalty: 432.451416
	Iteration 0F: 2 clusters Score -550807.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -541836.250000 Penalty: 864.902832
	Iteration 0F: 3 clusters Score -541836.2 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -545563.875000 Penalty: 864.902832
	Iteration 1F: 3 clusters Score -545563.9 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -545938.125000 Penalty: 864.902832
	Iteration 2F: 3 clusters Score -545938.1 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -546450.687500 Penalty: 864.902832
	Iteration 3F: 3 clusters Score -546450.7 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -547215.062500 Penalty: 864.902832
	Iteration 4F: 3 clusters Score -547215.1 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -548109.875000 Penalty: 864.902832
	Iteration 5F: 3 clusters Score -548109.9 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -548843.625000 Penalty: 864.902832
	Iteration 6F: 3 clusters Score -548843.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -549310.937500 Penalty: 864.902832
	Iteration 7Q: 3 clusters Score -549310.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -549592.000000 Penalty: 864.902832
	Iteration 8Q: 3 clusters Score -549592 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -549824.500000 Penalty: 864.902832
	Iteration 9Q: 3 clusters Score -549824.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -550021.375000 Penalty: 864.902832
	Iteration 10Q: 3 clusters Score -550021.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -550150.750000 Penalty: 864.902832
	Iteration 11Q: 3 clusters Score -550150.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -550221.500000 Penalty: 864.902832
	Iteration 12Q: 3 clusters Score -550221.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -550288.625000 Penalty: 864.902832
	Iteration 13Q: 3 clusters Score -550288.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -550335.187500 Penalty: 864.902832
	Iteration 14Q: 3 clusters Score -550335.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -550364.625000 Penalty: 864.902832
	Iteration 15Q: 3 clusters Score -550364.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -550380.687500 Penalty: 864.902832
	Iteration 16Q: 3 clusters Score -550380.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -550396.187500 Penalty: 864.902832
	Iteration 17Q: 3 clusters Score -550396.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -550402.875000 Penalty: 864.902832
	Iteration 18Q: 3 clusters Score -550402.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -550405.500000 Penalty: 864.902832
	Iteration 19Q: 3 clusters Score -550405.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -550409.437500 Penalty: 864.902832
	Iteration 20F: 3 clusters Score -550409.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -550411.562500 Penalty: 864.902832
	Iteration 21Q: 3 clusters Score -550411.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -550416.562500 Penalty: 864.902832
	Iteration 22Q: 3 clusters Score -550416.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -550424.625000 Penalty: 864.902832
	Iteration 23Q: 3 clusters Score -550424.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -550431.000000 Penalty: 864.902832
	Iteration 24Q: 3 clusters Score -550431 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -550438.312500 Penalty: 864.902832
	Iteration 25Q: 3 clusters Score -550438.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -550443.687500 Penalty: 864.902832
	Iteration 26Q: 3 clusters Score -550443.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -550450.312500 Penalty: 864.902832
	Iteration 27Q: 3 clusters Score -550450.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -550456.312500 Penalty: 864.902832
	Iteration 28Q: 3 clusters Score -550456.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -550457.750000 Penalty: 864.902832
	Iteration 29Q: 3 clusters Score -550457.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -550458.750000 Penalty: 864.902832
	Iteration 30Q: 3 clusters Score -550458.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -550462.187500 Penalty: 864.902832
	Iteration 31Q: 3 clusters Score -550462.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -550463.000000 Penalty: 864.902832
	Iteration 32Q: 3 clusters Score -550463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -550465.312500 Penalty: 864.902832
	Iteration 33Q: 3 clusters Score -550465.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -550465.500000 Penalty: 864.902832
	Iteration 34Q: 3 clusters Score -550465.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -550467.250000 Penalty: 864.902832
	Iteration 35Q: 3 clusters Score -550467.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -550467.437500 Penalty: 864.902832
	Iteration 36Q: 3 clusters Score -550467.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -550469.500000 Penalty: 864.902832
	Iteration 37Q: 3 clusters Score -550469.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -550471.312500 Penalty: 864.902832
	Iteration 38Q: 3 clusters Score -550471.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -550474.937500 Penalty: 864.902832
	Iteration 39Q: 3 clusters Score -550474.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -550479.125000 Penalty: 864.902832
	Iteration 40F: 3 clusters Score -550479.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -550483.625000 Penalty: 864.902832
	Iteration 41Q: 3 clusters Score -550483.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -550485.812500 Penalty: 864.902832
	Iteration 42Q: 3 clusters Score -550485.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -550487.625000 Penalty: 864.902832
	Iteration 43Q: 3 clusters Score -550487.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -550487.187500 Penalty: 864.902832
	Iteration 44Q: 3 clusters Score -550487.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -550487.250000 Penalty: 864.902832
	Iteration 45Q: 3 clusters Score -550487.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -550487.625000 Penalty: 864.902832
	Iteration 46Q: 3 clusters Score -550487.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -550489.812500 Penalty: 864.902832
	Iteration 47Q: 3 clusters Score -550489.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -550490.500000 Penalty: 864.902832
	Iteration 48Q: 3 clusters Score -550490.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -550489.812500 Penalty: 864.902832
	Iteration 49Q: 3 clusters Score -550489.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -550491.937500 Penalty: 864.902832
	Iteration 50Q: 3 clusters Score -550491.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -550491.500000 Penalty: 864.902832
	Iteration 51Q: 3 clusters Score -550491.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -550492.437500 Penalty: 864.902832
	Iteration 52Q: 3 clusters Score -550492.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -550492.125000 Penalty: 864.902832
	Iteration 53Q: 3 clusters Score -550492.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -550493.125000 Penalty: 864.902832
	Iteration 54Q: 3 clusters Score -550493.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -550491.937500 Penalty: 864.902832
	Iteration 55Q: 3 clusters Score -550491.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -550492.000000 Penalty: 864.902832
	Iteration 56Q: 3 clusters Score -550492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -550493.125000 Penalty: 864.902832
	Iteration 57Q: 3 clusters Score -550493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -550494.562500 Penalty: 864.902832
	Iteration 58Q: 3 clusters Score -550494.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -550494.062500 Penalty: 864.902832
	Iteration 59Q: 3 clusters Score -550494.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -550495.125000 Penalty: 864.902832
	Iteration 60F: 3 clusters Score -550495.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -550496.187500 Penalty: 864.902832
	Iteration 61Q: 3 clusters Score -550496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -550495.375000 Penalty: 864.902832
	Iteration 62Q: 3 clusters Score -550495.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -550495.687500 Penalty: 864.902832
	Iteration 63Q: 3 clusters Score -550495.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -550496.437500 Penalty: 864.902832
	Iteration 64Q: 3 clusters Score -550496.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -550497.562500 Penalty: 864.902832
	Iteration 65Q: 3 clusters Score -550497.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -550499.687500 Penalty: 864.902832
	Iteration 66Q: 3 clusters Score -550499.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -550501.250000 Penalty: 864.902832
	Iteration 67Q: 3 clusters Score -550501.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -550500.687500 Penalty: 864.902832
	Iteration 68Q: 3 clusters Score -550500.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -550501.187500 Penalty: 864.902832
	Iteration 69Q: 3 clusters Score -550501.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -550502.437500 Penalty: 864.902832
	Iteration 70Q: 3 clusters Score -550502.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -550503.687500 Penalty: 864.902832
	Iteration 71Q: 3 clusters Score -550503.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -550507.000000 Penalty: 864.902832
	Iteration 72Q: 3 clusters Score -550507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -550508.250000 Penalty: 864.902832
	Iteration 73Q: 3 clusters Score -550508.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -550510.000000 Penalty: 864.902832
	Iteration 74Q: 3 clusters Score -550510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -550510.625000 Penalty: 864.902832
	Iteration 75Q: 3 clusters Score -550510.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -550511.250000 Penalty: 864.902832
	Iteration 76Q: 3 clusters Score -550511.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -550511.312500 Penalty: 864.902832
	Iteration 77Q: 3 clusters Score -550511.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -550512.062500 Penalty: 864.902832
	Iteration 78Q: 3 clusters Score -550512.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -550512.062500 Penalty: 864.902832
	Iteration 79F: 3 clusters Score -550512.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Entering Unmasked Estep 
Score: -227974.312500 Penalty: 399.665436
	Iteration 0F: 2 clusters Score -227974.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -223689.343750 Penalty: 799.330872
	Iteration 0F: 3 clusters Score -223689.3 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -226159.671875 Penalty: 799.330872
	Iteration 1F: 3 clusters Score -226159.7 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -226875.609375 Penalty: 799.330872
	Iteration 2F: 3 clusters Score -226875.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -227492.234375 Penalty: 799.330872
	Iteration 3F: 3 clusters Score -227492.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -227796.265625 Penalty: 799.330872
	Iteration 4F: 3 clusters Score -227796.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -227966.578125 Penalty: 799.330872
	Iteration 5Q: 3 clusters Score -227966.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -228041.500000 Penalty: 799.330872
	Iteration 6Q: 3 clusters Score -228041.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -228079.109375 Penalty: 799.330872
	Iteration 7Q: 3 clusters Score -228079.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -228103.046875 Penalty: 799.330872
	Iteration 8Q: 3 clusters Score -228103 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -228123.593750 Penalty: 799.330872
	Iteration 9Q: 3 clusters Score -228123.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -228144.078125 Penalty: 799.330872
	Iteration 10Q: 3 clusters Score -228144.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -228151.968750 Penalty: 799.330872
	Iteration 11Q: 3 clusters Score -228152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -228158.625000 Penalty: 799.330872
	Iteration 12Q: 3 clusters Score -228158.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -228168.203125 Penalty: 799.330872
	Iteration 13Q: 3 clusters Score -228168.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -228180.468750 Penalty: 799.330872
	Iteration 14Q: 3 clusters Score -228180.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -228202.593750 Penalty: 799.330872
	Iteration 15Q: 3 clusters Score -228202.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -228233.656250 Penalty: 799.330872
	Iteration 16Q: 3 clusters Score -228233.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -228266.656250 Penalty: 799.330872
	Iteration 17Q: 3 clusters Score -228266.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -228317.875000 Penalty: 799.330872
	Iteration 18Q: 3 clusters Score -228317.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -228396.796875 Penalty: 799.330872
	Iteration 19Q: 3 clusters Score -228396.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -228470.515625 Penalty: 799.330872
	Iteration 20F: 3 clusters Score -228470.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -228541.062500 Penalty: 799.330872
	Iteration 21Q: 3 clusters Score -228541.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -228583.265625 Penalty: 799.330872
	Iteration 22Q: 3 clusters Score -228583.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -228623.765625 Penalty: 799.330872
	Iteration 23Q: 3 clusters Score -228623.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -228681.125000 Penalty: 799.330872
	Iteration 24Q: 3 clusters Score -228681.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -228737.171875 Penalty: 799.330872
	Iteration 25Q: 3 clusters Score -228737.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -228789.796875 Penalty: 799.330872
	Iteration 26Q: 3 clusters Score -228789.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -228856.125000 Penalty: 799.330872
	Iteration 27Q: 3 clusters Score -228856.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -228951.859375 Penalty: 799.330872
	Iteration 28Q: 3 clusters Score -228951.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -229050.484375 Penalty: 799.330872
	Iteration 29Q: 3 clusters Score -229050.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -229134.296875 Penalty: 799.330872
	Iteration 30Q: 3 clusters Score -229134.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -229210.296875 Penalty: 799.330872
	Iteration 31Q: 3 clusters Score -229210.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -229292.687500 Penalty: 799.330872
	Iteration 32Q: 3 clusters Score -229292.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -229328.578125 Penalty: 799.330872
	Iteration 33Q: 3 clusters Score -229328.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -229371.156250 Penalty: 799.330872
	Iteration 34Q: 3 clusters Score -229371.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -229389.625000 Penalty: 799.330872
	Iteration 35Q: 3 clusters Score -229389.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -229416.843750 Penalty: 799.330872
	Iteration 36Q: 3 clusters Score -229416.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -229426.921875 Penalty: 799.330872
	Iteration 37Q: 3 clusters Score -229426.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -229452.828125 Penalty: 799.330872
	Iteration 38Q: 3 clusters Score -229452.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -229460.140625 Penalty: 799.330872
	Iteration 39Q: 3 clusters Score -229460.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -229518.828125 Penalty: 799.330872
	Iteration 40F: 3 clusters Score -229518.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -229547.468750 Penalty: 799.330872
	Iteration 41Q: 3 clusters Score -229547.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -229555.031250 Penalty: 799.330872
	Iteration 42Q: 3 clusters Score -229555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -229557.781250 Penalty: 799.330872
	Iteration 43Q: 3 clusters Score -229557.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -229560.156250 Penalty: 799.330872
	Iteration 44Q: 3 clusters Score -229560.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -229562.625000 Penalty: 799.330872
	Iteration 45Q: 3 clusters Score -229562.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -229563.703125 Penalty: 799.330872
	Iteration 46Q: 3 clusters Score -229563.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -229563.515625 Penalty: 799.330872
	Iteration 47Q: 3 clusters Score -229563.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -229563.515625 Penalty: 799.330872
	Iteration 48Q: 3 clusters Score -229563.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -229563.687500 Penalty: 799.330872
	Iteration 49Q: 3 clusters Score -229563.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -229564.421875 Penalty: 799.330872
	Iteration 50Q: 3 clusters Score -229564.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -229564.000000 Penalty: 799.330872
	Iteration 51Q: 3 clusters Score -229564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -229564.203125 Penalty: 799.330872
	Iteration 52Q: 3 clusters Score -229564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -229564.203125 Penalty: 799.330872
	Iteration 53F: 3 clusters Score -229564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 227372 members 
Mstep: Class 2 contains 5799 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 3224 members 
Mstep: Class 8 contains 10129 members 
Mstep: Class 9 contains 289003 members 
Mstep: Class 10 contains 4789 members 
Mstep: Class 11 contains 13099 members 
Mstep: Class 12 contains 13979 members 
Mstep: Class 13 contains 13419 members 
Mstep: Class 14 contains 4265 members 
Mstep: Class 15 contains 1500 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 44308 members 
Mstep: Class 18 contains 65093 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 2809 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 3768 members 
Mstep: Class 24 contains 2263 members 
Entering Unmasked Estep 
Score: -28312494.000000 Penalty: 14742.872070
Splitting cluster 14 changes total score from -28297838.000000 to -28312494.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (1500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Entering Unmasked Estep 
Score: -56898.871094 Penalty: 332.751526
	Iteration 0F: 2 clusters Score -56898.87 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 781 members 
Entering Unmasked Estep 
Score: -55793.714844 Penalty: 665.503052
	Iteration 0F: 3 clusters Score -55793.71 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -56188.457031 Penalty: 665.503052
	Iteration 1F: 3 clusters Score -56188.46 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -56381.851562 Penalty: 665.503052
	Iteration 2F: 3 clusters Score -56381.85 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -56569.707031 Penalty: 665.503052
	Iteration 3F: 3 clusters Score -56569.71 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -56690.824219 Penalty: 665.503052
	Iteration 4F: 3 clusters Score -56690.82 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -56789.769531 Penalty: 665.503052
	Iteration 5F: 3 clusters Score -56789.77 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -56842.226562 Penalty: 665.503052
	Iteration 6Q: 3 clusters Score -56842.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -56872.644531 Penalty: 665.503052
	Iteration 7Q: 3 clusters Score -56872.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -56896.984375 Penalty: 665.503052
	Iteration 8Q: 3 clusters Score -56896.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -56916.921875 Penalty: 665.503052
	Iteration 9Q: 3 clusters Score -56916.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -56943.519531 Penalty: 665.503052
	Iteration 10Q: 3 clusters Score -56943.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -56969.828125 Penalty: 665.503052
	Iteration 11Q: 3 clusters Score -56969.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -56977.390625 Penalty: 665.503052
	Iteration 12Q: 3 clusters Score -56977.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -56980.914062 Penalty: 665.503052
	Iteration 13Q: 3 clusters Score -56980.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -56982.218750 Penalty: 665.503052
	Iteration 14Q: 3 clusters Score -56982.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -56983.621094 Penalty: 665.503052
	Iteration 15Q: 3 clusters Score -56983.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -56984.082031 Penalty: 665.503052
	Iteration 16Q: 3 clusters Score -56984.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -56984.285156 Penalty: 665.503052
	Iteration 17Q: 3 clusters Score -56984.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -56984.285156 Penalty: 665.503052
	Iteration 18F: 3 clusters Score -56984.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 227372 members 
Mstep: Class 2 contains 5799 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 3224 members 
Mstep: Class 8 contains 10129 members 
Mstep: Class 9 contains 289003 members 
Mstep: Class 10 contains 4789 members 
Mstep: Class 11 contains 13099 members 
Mstep: Class 12 contains 13979 members 
Mstep: Class 13 contains 13419 members 
Mstep: Class 14 contains 4265 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 44308 members 
Mstep: Class 18 contains 65093 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 2809 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 3768 members 
Mstep: Class 24 contains 2263 members 
Mstep: Class 25 contains 454 members 
Entering Unmasked Estep 
Score: -28312308.000000 Penalty: 15357.158203
Splitting cluster 15 changes total score from -28297838.000000 to -28312308.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (2079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Entering Unmasked Estep 
Score: -81733.007812 Penalty: 347.603729
	Iteration 0F: 2 clusters Score -81733.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -80263.359375 Penalty: 695.207458
	Iteration 0F: 3 clusters Score -80263.36 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -80827.937500 Penalty: 695.207458
	Iteration 1F: 3 clusters Score -80827.94 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -80968.195312 Penalty: 695.207458
	Iteration 2F: 3 clusters Score -80968.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -81067.234375 Penalty: 695.207458
	Iteration 3F: 3 clusters Score -81067.23 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -81124.648438 Penalty: 695.207458
	Iteration 4F: 3 clusters Score -81124.65 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -81178.593750 Penalty: 695.207458
	Iteration 5Q: 3 clusters Score -81178.59 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -81211.953125 Penalty: 695.207458
	Iteration 6Q: 3 clusters Score -81211.95 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -81228.500000 Penalty: 695.207458
	Iteration 7Q: 3 clusters Score -81228.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -81242.046875 Penalty: 695.207458
	Iteration 8Q: 3 clusters Score -81242.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -81259.710938 Penalty: 695.207458
	Iteration 9Q: 3 clusters Score -81259.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -81278.171875 Penalty: 695.207458
	Iteration 10Q: 3 clusters Score -81278.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -81286.601562 Penalty: 695.207458
	Iteration 11Q: 3 clusters Score -81286.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -81290.820312 Penalty: 695.207458
	Iteration 12Q: 3 clusters Score -81290.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -81294.273438 Penalty: 695.207458
	Iteration 13Q: 3 clusters Score -81294.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -81297.460938 Penalty: 695.207458
	Iteration 14Q: 3 clusters Score -81297.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -81303.546875 Penalty: 695.207458
	Iteration 15Q: 3 clusters Score -81303.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -81308.796875 Penalty: 695.207458
	Iteration 16Q: 3 clusters Score -81308.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -81311.429688 Penalty: 695.207458
	Iteration 17Q: 3 clusters Score -81311.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -81314.781250 Penalty: 695.207458
	Iteration 18Q: 3 clusters Score -81314.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -81318.601562 Penalty: 695.207458
	Iteration 19Q: 3 clusters Score -81318.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -81322.265625 Penalty: 695.207458
	Iteration 20F: 3 clusters Score -81322.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -81327.132812 Penalty: 695.207458
	Iteration 21Q: 3 clusters Score -81327.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -81331.828125 Penalty: 695.207458
	Iteration 22Q: 3 clusters Score -81331.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -81335.078125 Penalty: 695.207458
	Iteration 23Q: 3 clusters Score -81335.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -81338.000000 Penalty: 695.207458
	Iteration 24Q: 3 clusters Score -81338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -81341.859375 Penalty: 695.207458
	Iteration 25Q: 3 clusters Score -81341.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -81343.976562 Penalty: 695.207458
	Iteration 26Q: 3 clusters Score -81343.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -81344.835938 Penalty: 695.207458
	Iteration 27Q: 3 clusters Score -81344.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -81345.031250 Penalty: 695.207458
	Iteration 28Q: 3 clusters Score -81345.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -81345.484375 Penalty: 695.207458
	Iteration 29Q: 3 clusters Score -81345.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -81345.554688 Penalty: 695.207458
	Iteration 30Q: 3 clusters Score -81345.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -81345.687500 Penalty: 695.207458
	Iteration 31Q: 3 clusters Score -81345.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -81345.781250 Penalty: 695.207458
	Iteration 32Q: 3 clusters Score -81345.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -81345.781250 Penalty: 695.207458
	Iteration 33F: 3 clusters Score -81345.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Entering Unmasked Estep 
Score: -1631875.375000 Penalty: 486.800873
	Iteration 0F: 2 clusters Score -1631875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -1602111.375000 Penalty: 973.601746
	Iteration 0F: 3 clusters Score -1602111 nChanged 21463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -1617001.500000 Penalty: 973.601746
	Iteration 1F: 3 clusters Score -1617002 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -1620127.000000 Penalty: 973.601746
	Iteration 2F: 3 clusters Score -1620127 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -1622969.875000 Penalty: 973.601746
	Iteration 3F: 3 clusters Score -1622970 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -1625243.375000 Penalty: 973.601746
	Iteration 4F: 3 clusters Score -1625243 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -1627059.875000 Penalty: 973.601746
	Iteration 5F: 3 clusters Score -1627060 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -1628503.000000 Penalty: 973.601746
	Iteration 6Q: 3 clusters Score -1628503 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -1629544.500000 Penalty: 973.601746
	Iteration 7Q: 3 clusters Score -1629544 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -1630217.625000 Penalty: 973.601746
	Iteration 8Q: 3 clusters Score -1630218 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -1630744.500000 Penalty: 973.601746
	Iteration 9Q: 3 clusters Score -1630744 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -1631165.625000 Penalty: 973.601746
	Iteration 10Q: 3 clusters Score -1631166 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -1631556.875000 Penalty: 973.601746
	Iteration 11Q: 3 clusters Score -1631557 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -1631863.500000 Penalty: 973.601746
	Iteration 12Q: 3 clusters Score -1631864 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -1632136.625000 Penalty: 973.601746
	Iteration 13Q: 3 clusters Score -1632137 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -1632374.875000 Penalty: 973.601746
	Iteration 14Q: 3 clusters Score -1632375 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -1632626.000000 Penalty: 973.601746
	Iteration 15Q: 3 clusters Score -1632626 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -1632873.250000 Penalty: 973.601746
	Iteration 16Q: 3 clusters Score -1632873 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -1633199.500000 Penalty: 973.601746
	Iteration 17Q: 3 clusters Score -1633200 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -1633619.625000 Penalty: 973.601746
	Iteration 18Q: 3 clusters Score -1633620 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -1634061.000000 Penalty: 973.601746
	Iteration 19Q: 3 clusters Score -1634061 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -1634475.625000 Penalty: 973.601746
	Iteration 20F: 3 clusters Score -1634476 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -1634717.250000 Penalty: 973.601746
	Iteration 21Q: 3 clusters Score -1634717 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -1634822.875000 Penalty: 973.601746
	Iteration 22Q: 3 clusters Score -1634823 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -1634882.750000 Penalty: 973.601746
	Iteration 23Q: 3 clusters Score -1634883 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -1634926.375000 Penalty: 973.601746
	Iteration 24Q: 3 clusters Score -1634926 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -1634961.250000 Penalty: 973.601746
	Iteration 25Q: 3 clusters Score -1634961 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -1634974.875000 Penalty: 973.601746
	Iteration 26Q: 3 clusters Score -1634975 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -1634987.125000 Penalty: 973.601746
	Iteration 27Q: 3 clusters Score -1634987 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -1635007.000000 Penalty: 973.601746
	Iteration 28Q: 3 clusters Score -1635007 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -1635021.625000 Penalty: 973.601746
	Iteration 29Q: 3 clusters Score -1635022 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -1635039.625000 Penalty: 973.601746
	Iteration 30Q: 3 clusters Score -1635040 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -1635056.875000 Penalty: 973.601746
	Iteration 31Q: 3 clusters Score -1635057 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -1635074.750000 Penalty: 973.601746
	Iteration 32Q: 3 clusters Score -1635075 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -1635087.125000 Penalty: 973.601746
	Iteration 33Q: 3 clusters Score -1635087 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -1635095.500000 Penalty: 973.601746
	Iteration 34Q: 3 clusters Score -1635096 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -1635109.750000 Penalty: 973.601746
	Iteration 35Q: 3 clusters Score -1635110 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -1635122.875000 Penalty: 973.601746
	Iteration 36Q: 3 clusters Score -1635123 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -1635134.875000 Penalty: 973.601746
	Iteration 37Q: 3 clusters Score -1635135 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -1635153.000000 Penalty: 973.601746
	Iteration 38Q: 3 clusters Score -1635153 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -1635181.125000 Penalty: 973.601746
	Iteration 39Q: 3 clusters Score -1635181 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -1635187.250000 Penalty: 973.601746
	Iteration 40F: 3 clusters Score -1635187 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -1635203.250000 Penalty: 973.601746
	Iteration 41Q: 3 clusters Score -1635203 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -1635213.375000 Penalty: 973.601746
	Iteration 42Q: 3 clusters Score -1635213 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -1635219.125000 Penalty: 973.601746
	Iteration 43Q: 3 clusters Score -1635219 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -1635235.125000 Penalty: 973.601746
	Iteration 44Q: 3 clusters Score -1635235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -1635239.375000 Penalty: 973.601746
	Iteration 45Q: 3 clusters Score -1635239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -1635242.750000 Penalty: 973.601746
	Iteration 46Q: 3 clusters Score -1635243 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -1635243.125000 Penalty: 973.601746
	Iteration 47Q: 3 clusters Score -1635243 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -1635251.250000 Penalty: 973.601746
	Iteration 48Q: 3 clusters Score -1635251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -1635248.625000 Penalty: 973.601746
	Iteration 49Q: 3 clusters Score -1635249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -1635251.500000 Penalty: 973.601746
	Iteration 50Q: 3 clusters Score -1635252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -1635251.750000 Penalty: 973.601746
	Iteration 51Q: 3 clusters Score -1635252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -1635251.250000 Penalty: 973.601746
	Iteration 52Q: 3 clusters Score -1635251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -1635253.125000 Penalty: 973.601746
	Iteration 53Q: 3 clusters Score -1635253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -1635250.250000 Penalty: 973.601746
	Iteration 54Q: 3 clusters Score -1635250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -1635251.375000 Penalty: 973.601746
	Iteration 55Q: 3 clusters Score -1635251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -1635251.750000 Penalty: 973.601746
	Iteration 56Q: 3 clusters Score -1635252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -1635252.375000 Penalty: 973.601746
	Iteration 57Q: 3 clusters Score -1635252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -1635253.750000 Penalty: 973.601746
	Iteration 58Q: 3 clusters Score -1635254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -1635255.000000 Penalty: 973.601746
	Iteration 59Q: 3 clusters Score -1635255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -1635253.875000 Penalty: 973.601746
	Iteration 60F: 3 clusters Score -1635254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -1635254.375000 Penalty: 973.601746
	Iteration 61Q: 3 clusters Score -1635254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -1635255.500000 Penalty: 973.601746
	Iteration 62Q: 3 clusters Score -1635256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -1635255.625000 Penalty: 973.601746
	Iteration 63Q: 3 clusters Score -1635256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -1635255.625000 Penalty: 973.601746
	Iteration 64F: 3 clusters Score -1635256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 227372 members 
Mstep: Class 2 contains 5799 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 3224 members 
Mstep: Class 8 contains 10129 members 
Mstep: Class 9 contains 289003 members 
Mstep: Class 10 contains 4789 members 
Mstep: Class 11 contains 13099 members 
Mstep: Class 12 contains 13979 members 
Mstep: Class 13 contains 13419 members 
Mstep: Class 14 contains 4265 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 4905 members 
Mstep: Class 18 contains 65093 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 2809 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 3768 members 
Mstep: Class 24 contains 2263 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 39403 members 
Entering Unmasked Estep 
Score: -28315670.000000 Penalty: 15971.444336
Splitting cluster 17 changes total score from -28297838.000000 to -28315670.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (65093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65093 members 
Entering Unmasked Estep 
Score: -2596457.750000 Penalty: 504.302551
	Iteration 0F: 2 clusters Score -2596458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -2552994.750000 Penalty: 1008.605103
	Iteration 0F: 3 clusters Score -2552995 nChanged 31634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -2573863.000000 Penalty: 1008.605103
	Iteration 1F: 3 clusters Score -2573863 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -2575802.750000 Penalty: 1008.605103
	Iteration 2F: 3 clusters Score -2575803 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -2578512.250000 Penalty: 1008.605103
	Iteration 3F: 3 clusters Score -2578512 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -2581692.000000 Penalty: 1008.605103
	Iteration 4F: 3 clusters Score -2581692 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -2584798.500000 Penalty: 1008.605103
	Iteration 5F: 3 clusters Score -2584798 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -2587498.000000 Penalty: 1008.605103
	Iteration 6F: 3 clusters Score -2587498 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -2589874.000000 Penalty: 1008.605103
	Iteration 7F: 3 clusters Score -2589874 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 55507 members 
Entering Unmasked Estep 
Score: -2592004.500000 Penalty: 1008.605103
	Iteration 8Q: 3 clusters Score -2592004 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -2593873.250000 Penalty: 1008.605103
	Iteration 9Q: 3 clusters Score -2593873 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 58998 members 
Entering Unmasked Estep 
Score: -2595329.000000 Penalty: 1008.605103
	Iteration 10Q: 3 clusters Score -2595329 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 59909 members 
Entering Unmasked Estep 
Score: -2596249.750000 Penalty: 1008.605103
	Iteration 11Q: 3 clusters Score -2596250 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 60538 members 
Entering Unmasked Estep 
Score: -2596702.250000 Penalty: 1008.605103
	Iteration 12Q: 3 clusters Score -2596702 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -2596922.250000 Penalty: 1008.605103
	Iteration 13Q: 3 clusters Score -2596922 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 61332 members 
Entering Unmasked Estep 
Score: -2597064.500000 Penalty: 1008.605103
	Iteration 14Q: 3 clusters Score -2597064 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 61622 members 
Entering Unmasked Estep 
Score: -2597155.250000 Penalty: 1008.605103
	Iteration 15Q: 3 clusters Score -2597155 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 61861 members 
Entering Unmasked Estep 
Score: -2597223.000000 Penalty: 1008.605103
	Iteration 16Q: 3 clusters Score -2597223 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -2597275.000000 Penalty: 1008.605103
	Iteration 17Q: 3 clusters Score -2597275 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 62218 members 
Entering Unmasked Estep 
Score: -2597306.500000 Penalty: 1008.605103
	Iteration 18Q: 3 clusters Score -2597306 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -2597333.750000 Penalty: 1008.605103
	Iteration 19Q: 3 clusters Score -2597334 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 62446 members 
Entering Unmasked Estep 
Score: -2597355.500000 Penalty: 1008.605103
	Iteration 20F: 3 clusters Score -2597356 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 62529 members 
Entering Unmasked Estep 
Score: -2597374.250000 Penalty: 1008.605103
	Iteration 21Q: 3 clusters Score -2597374 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 62599 members 
Entering Unmasked Estep 
Score: -2597388.750000 Penalty: 1008.605103
	Iteration 22Q: 3 clusters Score -2597389 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -2597400.750000 Penalty: 1008.605103
	Iteration 23Q: 3 clusters Score -2597401 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -2597409.250000 Penalty: 1008.605103
	Iteration 24Q: 3 clusters Score -2597409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -2597406.750000 Penalty: 1008.605103
	Iteration 25Q: 3 clusters Score -2597407 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 62801 members 
Entering Unmasked Estep 
Score: -2597411.000000 Penalty: 1008.605103
	Iteration 26Q: 3 clusters Score -2597411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 62835 members 
Entering Unmasked Estep 
Score: -2597415.000000 Penalty: 1008.605103
	Iteration 27Q: 3 clusters Score -2597415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -2597415.250000 Penalty: 1008.605103
	Iteration 28Q: 3 clusters Score -2597415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -2597419.750000 Penalty: 1008.605103
	Iteration 29Q: 3 clusters Score -2597420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 62906 members 
Entering Unmasked Estep 
Score: -2597422.000000 Penalty: 1008.605103
	Iteration 30Q: 3 clusters Score -2597422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 62917 members 
Entering Unmasked Estep 
Score: -2597417.500000 Penalty: 1008.605103
	Iteration 31Q: 3 clusters Score -2597418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 62929 members 
Entering Unmasked Estep 
Score: -2597414.250000 Penalty: 1008.605103
	Iteration 32Q: 3 clusters Score -2597414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -2597415.000000 Penalty: 1008.605103
	Iteration 33Q: 3 clusters Score -2597415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -2597413.750000 Penalty: 1008.605103
	Iteration 34Q: 3 clusters Score -2597414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 62943 members 
Entering Unmasked Estep 
Score: -2597416.000000 Penalty: 1008.605103
	Iteration 35Q: 3 clusters Score -2597416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 62943 members 
Entering Unmasked Estep 
Score: -2597416.000000 Penalty: 1008.605103
	Iteration 36F: 3 clusters Score -2597416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 227372 members 
Mstep: Class 2 contains 5799 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 3224 members 
Mstep: Class 8 contains 10129 members 
Mstep: Class 9 contains 289003 members 
Mstep: Class 10 contains 4789 members 
Mstep: Class 11 contains 13099 members 
Mstep: Class 12 contains 13979 members 
Mstep: Class 13 contains 13419 members 
Mstep: Class 14 contains 4265 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 4905 members 
Mstep: Class 18 contains 2150 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 2809 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 3768 members 
Mstep: Class 24 contains 2263 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 39403 members 
Mstep: Class 27 contains 62943 members 
Entering Unmasked Estep 
Score: -28316498.000000 Penalty: 16585.730469
Splitting cluster 18 changes total score from -28297838.000000 to -28316498.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 227372 members 
Mstep: Class 2 contains 5799 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 3224 members 
Mstep: Class 8 contains 10129 members 
Mstep: Class 9 contains 289003 members 
Mstep: Class 10 contains 4789 members 
Mstep: Class 11 contains 13099 members 
Mstep: Class 12 contains 13979 members 
Mstep: Class 13 contains 13419 members 
Mstep: Class 14 contains 4265 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 4905 members 
Mstep: Class 18 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28320178.000000 Penalty: 16585.730469
Iteration 39Q: 28 clusters Score -2.832018e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 227651 members 
Mstep: Class 2 contains 5858 members 
Mstep: Class 3 contains 3517 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 3481 members 
Mstep: Class 7 contains 3224 members 
Mstep: Class 8 contains 10200 members 
Mstep: Class 9 contains 289249 members 
Mstep: Class 10 contains 4806 members 
Mstep: Class 11 contains 13153 members 
Mstep: Class 12 contains 14086 members 
Mstep: Class 13 contains 13613 members 
Mstep: Class 14 contains 4257 members 
Mstep: Class 15 contains 1228 members 
Mstep: Class 16 contains 2056 members 
Mstep: Class 17 contains 4901 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 3971 members 
Mstep: Class 20 contains 2961 members 
Mstep: Class 21 contains 1872 members 
Mstep: Class 22 contains 2021 members 
Mstep: Class 23 contains 3585 members 
Mstep: Class 24 contains 2049 members 
Mstep: Class 25 contains 380 members 
Mstep: Class 26 contains 39056 members 
Mstep: Class 27 contains 62353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28323340.000000 Penalty: 16585.730469
Iteration 40F: 28 clusters Score -2.832334e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 227248 members 
Mstep: Class 2 contains 5934 members 
Mstep: Class 3 contains 3568 members 
Mstep: Class 4 contains 2625 members 
Mstep: Class 5 contains 5665 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 7 contains 3223 members 
Mstep: Class 8 contains 10162 members 
Mstep: Class 9 contains 288712 members 
Mstep: Class 10 contains 4778 members 
Mstep: Class 11 contains 13144 members 
Mstep: Class 12 contains 14026 members 
Mstep: Class 13 contains 13694 members 
Mstep: Class 14 contains 4242 members 
Mstep: Class 15 contains 1375 members 
Mstep: Class 16 contains 2054 members 
Mstep: Class 17 contains 4888 members 
Mstep: Class 18 contains 2412 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 21 contains 1889 members 
Mstep: Class 22 contains 2185 members 
Mstep: Class 23 contains 3636 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 426 members 
Mstep: Class 26 contains 38880 members 
Mstep: Class 27 contains 62209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28324808.000000 Penalty: 16585.730469
Iteration 41Q: 28 clusters Score -2.832481e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 226787 members 
Mstep: Class 2 contains 6026 members 
Mstep: Class 3 contains 3603 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 5874 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 7 contains 3225 members 
Mstep: Class 8 contains 10090 members 
Mstep: Class 9 contains 288269 members 
Mstep: Class 10 contains 4768 members 
Mstep: Class 11 contains 13218 members 
Mstep: Class 12 contains 13972 members 
Mstep: Class 13 contains 13800 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 1500 members 
Mstep: Class 16 contains 2054 members 
Mstep: Class 17 contains 4884 members 
Mstep: Class 18 contains 2492 members 
Mstep: Class 19 contains 4045 members 
Mstep: Class 20 contains 3179 members 
Mstep: Class 21 contains 1896 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 2646 members 
Mstep: Class 25 contains 461 members 
Mstep: Class 26 contains 38740 members 
Mstep: Class 27 contains 62111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28325714.000000 Penalty: 16585.730469
Iteration 42Q: 28 clusters Score -2.832571e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 226415 members 
Mstep: Class 2 contains 6132 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 6063 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 3225 members 
Mstep: Class 8 contains 10007 members 
Mstep: Class 9 contains 287887 members 
Mstep: Class 10 contains 4769 members 
Mstep: Class 11 contains 13265 members 
Mstep: Class 12 contains 13937 members 
Mstep: Class 13 contains 13927 members 
Mstep: Class 14 contains 4324 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 2048 members 
Mstep: Class 17 contains 4880 members 
Mstep: Class 18 contains 2559 members 
Mstep: Class 19 contains 4058 members 
Mstep: Class 20 contains 3265 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 2308 members 
Mstep: Class 23 contains 3684 members 
Mstep: Class 24 contains 2849 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 38635 members 
Mstep: Class 27 contains 62035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28326410.000000 Penalty: 16585.730469
Iteration 43Q: 28 clusters Score -2.832641e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 226148 members 
Mstep: Class 2 contains 6231 members 
Mstep: Class 3 contains 3627 members 
Mstep: Class 4 contains 2555 members 
Mstep: Class 5 contains 6182 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 3228 members 
Mstep: Class 8 contains 9932 members 
Mstep: Class 9 contains 287581 members 
Mstep: Class 10 contains 4767 members 
Mstep: Class 11 contains 13275 members 
Mstep: Class 12 contains 13905 members 
Mstep: Class 13 contains 14027 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 15 contains 1672 members 
Mstep: Class 16 contains 2049 members 
Mstep: Class 17 contains 4882 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 3331 members 
Mstep: Class 21 contains 1899 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 3697 members 
Mstep: Class 24 contains 3028 members 
Mstep: Class 25 contains 510 members 
Mstep: Class 26 contains 38552 members 
Mstep: Class 27 contains 61965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28326678.000000 Penalty: 16585.730469
Iteration 44Q: 28 clusters Score -2.832668e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 225941 members 
Mstep: Class 2 contains 6345 members 
Mstep: Class 3 contains 3625 members 
Mstep: Class 4 contains 2539 members 
Mstep: Class 5 contains 6267 members 
Mstep: Class 6 contains 3504 members 
Mstep: Class 7 contains 3232 members 
Mstep: Class 8 contains 9863 members 
Mstep: Class 9 contains 287304 members 
Mstep: Class 10 contains 4760 members 
Mstep: Class 11 contains 13261 members 
Mstep: Class 12 contains 13901 members 
Mstep: Class 13 contains 14130 members 
Mstep: Class 14 contains 4398 members 
Mstep: Class 15 contains 1729 members 
Mstep: Class 16 contains 2036 members 
Mstep: Class 17 contains 4876 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 4070 members 
Mstep: Class 20 contains 3368 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 2399 members 
Mstep: Class 23 contains 3696 members 
Mstep: Class 24 contains 3192 members 
Mstep: Class 25 contains 528 members 
Mstep: Class 26 contains 38508 members 
Mstep: Class 27 contains 61901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28326806.000000 Penalty: 16585.730469
Iteration 45Q: 28 clusters Score -2.832681e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 225776 members 
Mstep: Class 2 contains 6450 members 
Mstep: Class 3 contains 3606 members 
Mstep: Class 4 contains 2532 members 
Mstep: Class 5 contains 6322 members 
Mstep: Class 6 contains 3510 members 
Mstep: Class 7 contains 3234 members 
Mstep: Class 8 contains 9784 members 
Mstep: Class 9 contains 287086 members 
Mstep: Class 10 contains 4755 members 
Mstep: Class 11 contains 13258 members 
Mstep: Class 12 contains 13895 members 
Mstep: Class 13 contains 14233 members 
Mstep: Class 14 contains 4421 members 
Mstep: Class 15 contains 1775 members 
Mstep: Class 16 contains 2019 members 
Mstep: Class 17 contains 4871 members 
Mstep: Class 18 contains 2712 members 
Mstep: Class 19 contains 4073 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 1895 members 
Mstep: Class 22 contains 2432 members 
Mstep: Class 23 contains 3690 members 
Mstep: Class 24 contains 3337 members 
Mstep: Class 25 contains 543 members 
Mstep: Class 26 contains 38487 members 
Mstep: Class 27 contains 61857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28326934.000000 Penalty: 16585.730469
Iteration 46Q: 28 clusters Score -2.832693e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 225605 members 
Mstep: Class 2 contains 6559 members 
Mstep: Class 3 contains 3588 members 
Mstep: Class 4 contains 2528 members 
Mstep: Class 5 contains 6353 members 
Mstep: Class 6 contains 3517 members 
Mstep: Class 7 contains 3236 members 
Mstep: Class 8 contains 9714 members 
Mstep: Class 9 contains 286888 members 
Mstep: Class 10 contains 4750 members 
Mstep: Class 11 contains 13271 members 
Mstep: Class 12 contains 13889 members 
Mstep: Class 13 contains 14341 members 
Mstep: Class 14 contains 4452 members 
Mstep: Class 15 contains 1817 members 
Mstep: Class 16 contains 1996 members 
Mstep: Class 17 contains 4873 members 
Mstep: Class 18 contains 2764 members 
Mstep: Class 19 contains 4069 members 
Mstep: Class 20 contains 3388 members 
Mstep: Class 21 contains 1893 members 
Mstep: Class 22 contains 2458 members 
Mstep: Class 23 contains 3691 members 
Mstep: Class 24 contains 3472 members 
Mstep: Class 25 contains 551 members 
Mstep: Class 26 contains 38473 members 
Mstep: Class 27 contains 61801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327022.000000 Penalty: 16585.730469
Iteration 47Q: 28 clusters Score -2.832702e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 225450 members 
Mstep: Class 2 contains 6661 members 
Mstep: Class 3 contains 3571 members 
Mstep: Class 4 contains 2518 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 3523 members 
Mstep: Class 7 contains 3237 members 
Mstep: Class 8 contains 9635 members 
Mstep: Class 9 contains 286742 members 
Mstep: Class 10 contains 4750 members 
Mstep: Class 11 contains 13240 members 
Mstep: Class 12 contains 13884 members 
Mstep: Class 13 contains 14433 members 
Mstep: Class 14 contains 4479 members 
Mstep: Class 15 contains 1856 members 
Mstep: Class 16 contains 1981 members 
Mstep: Class 17 contains 4874 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 4066 members 
Mstep: Class 20 contains 3391 members 
Mstep: Class 21 contains 1892 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 3699 members 
Mstep: Class 24 contains 3581 members 
Mstep: Class 25 contains 560 members 
Mstep: Class 26 contains 38462 members 
Mstep: Class 27 contains 61752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327176.000000 Penalty: 16585.730469
Iteration 48Q: 28 clusters Score -2.832718e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 225303 members 
Mstep: Class 2 contains 6762 members 
Mstep: Class 3 contains 3565 members 
Mstep: Class 4 contains 2510 members 
Mstep: Class 5 contains 6401 members 
Mstep: Class 6 contains 3528 members 
Mstep: Class 7 contains 3238 members 
Mstep: Class 8 contains 9558 members 
Mstep: Class 9 contains 286613 members 
Mstep: Class 10 contains 4747 members 
Mstep: Class 11 contains 13223 members 
Mstep: Class 12 contains 13891 members 
Mstep: Class 13 contains 14535 members 
Mstep: Class 14 contains 4495 members 
Mstep: Class 15 contains 1892 members 
Mstep: Class 16 contains 1964 members 
Mstep: Class 17 contains 4876 members 
Mstep: Class 18 contains 2863 members 
Mstep: Class 19 contains 4061 members 
Mstep: Class 20 contains 3393 members 
Mstep: Class 21 contains 1892 members 
Mstep: Class 22 contains 2527 members 
Mstep: Class 23 contains 3704 members 
Mstep: Class 24 contains 3665 members 
Mstep: Class 25 contains 573 members 
Mstep: Class 26 contains 38452 members 
Mstep: Class 27 contains 61706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327356.000000 Penalty: 16585.730469
Iteration 49Q: 28 clusters Score -2.832736e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 225147 members 
Mstep: Class 2 contains 6830 members 
Mstep: Class 3 contains 3555 members 
Mstep: Class 4 contains 2501 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 3532 members 
Mstep: Class 7 contains 3238 members 
Mstep: Class 8 contains 9486 members 
Mstep: Class 9 contains 286520 members 
Mstep: Class 10 contains 4750 members 
Mstep: Class 11 contains 13217 members 
Mstep: Class 12 contains 13898 members 
Mstep: Class 13 contains 14637 members 
Mstep: Class 14 contains 4511 members 
Mstep: Class 15 contains 1936 members 
Mstep: Class 16 contains 1945 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 2919 members 
Mstep: Class 19 contains 4057 members 
Mstep: Class 20 contains 3401 members 
Mstep: Class 21 contains 1892 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 3706 members 
Mstep: Class 24 contains 3731 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 38440 members 
Mstep: Class 27 contains 61646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327466.000000 Penalty: 16585.730469
Iteration 50Q: 28 clusters Score -2.832747e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 225016 members 
Mstep: Class 2 contains 6887 members 
Mstep: Class 3 contains 3547 members 
Mstep: Class 4 contains 2494 members 
Mstep: Class 5 contains 6440 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 7 contains 3238 members 
Mstep: Class 8 contains 9413 members 
Mstep: Class 9 contains 286454 members 
Mstep: Class 10 contains 4751 members 
Mstep: Class 11 contains 13204 members 
Mstep: Class 12 contains 13917 members 
Mstep: Class 13 contains 14722 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 1971 members 
Mstep: Class 16 contains 1932 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 2972 members 
Mstep: Class 19 contains 4055 members 
Mstep: Class 20 contains 3403 members 
Mstep: Class 21 contains 1893 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 3706 members 
Mstep: Class 24 contains 3776 members 
Mstep: Class 25 contains 590 members 
Mstep: Class 26 contains 38433 members 
Mstep: Class 27 contains 61608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327414.000000 Penalty: 16585.730469
Iteration 51Q: 28 clusters Score -2.832741e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 224905 members 
Mstep: Class 2 contains 6929 members 
Mstep: Class 3 contains 3538 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 6458 members 
Mstep: Class 6 contains 3540 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 9332 members 
Mstep: Class 9 contains 286400 members 
Mstep: Class 10 contains 4750 members 
Mstep: Class 11 contains 13186 members 
Mstep: Class 12 contains 13929 members 
Mstep: Class 13 contains 14817 members 
Mstep: Class 14 contains 4546 members 
Mstep: Class 15 contains 2008 members 
Mstep: Class 16 contains 1929 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 3018 members 
Mstep: Class 19 contains 4056 members 
Mstep: Class 20 contains 3403 members 
Mstep: Class 21 contains 1893 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 3708 members 
Mstep: Class 24 contains 3824 members 
Mstep: Class 25 contains 602 members 
Mstep: Class 26 contains 38428 members 
Mstep: Class 27 contains 61552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327436.000000 Penalty: 16585.730469
Iteration 52Q: 28 clusters Score -2.832744e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 224789 members 
Mstep: Class 2 contains 6963 members 
Mstep: Class 3 contains 3527 members 
Mstep: Class 4 contains 2477 members 
Mstep: Class 5 contains 6471 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 9255 members 
Mstep: Class 9 contains 286367 members 
Mstep: Class 10 contains 4750 members 
Mstep: Class 11 contains 13181 members 
Mstep: Class 12 contains 13950 members 
Mstep: Class 13 contains 14906 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 1933 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 3054 members 
Mstep: Class 19 contains 4059 members 
Mstep: Class 20 contains 3402 members 
Mstep: Class 21 contains 1893 members 
Mstep: Class 22 contains 2601 members 
Mstep: Class 23 contains 3708 members 
Mstep: Class 24 contains 3861 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 38426 members 
Mstep: Class 27 contains 61505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327422.000000 Penalty: 16585.730469
Iteration 53Q: 28 clusters Score -2.832742e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 224690 members 
Mstep: Class 2 contains 6990 members 
Mstep: Class 3 contains 3517 members 
Mstep: Class 4 contains 2470 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 9181 members 
Mstep: Class 9 contains 286353 members 
Mstep: Class 10 contains 4747 members 
Mstep: Class 11 contains 13184 members 
Mstep: Class 12 contains 13969 members 
Mstep: Class 13 contains 14992 members 
Mstep: Class 14 contains 4575 members 
Mstep: Class 15 contains 2057 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 3074 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 3402 members 
Mstep: Class 21 contains 1893 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 3708 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 615 members 
Mstep: Class 26 contains 38426 members 
Mstep: Class 27 contains 61449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327492.000000 Penalty: 16585.730469
Iteration 54Q: 28 clusters Score -2.832749e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 224600 members 
Mstep: Class 2 contains 7031 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 2464 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 9119 members 
Mstep: Class 9 contains 286317 members 
Mstep: Class 10 contains 4749 members 
Mstep: Class 11 contains 13187 members 
Mstep: Class 12 contains 13981 members 
Mstep: Class 13 contains 15069 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 2079 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 19 contains 4061 members 
Mstep: Class 20 contains 3403 members 
Mstep: Class 21 contains 1893 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 3708 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 618 members 
Mstep: Class 26 contains 38426 members 
Mstep: Class 27 contains 61408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327446.000000 Penalty: 16585.730469
Iteration 55Q: 28 clusters Score -2.832745e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 224520 members 
Mstep: Class 2 contains 7068 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 2462 members 
Mstep: Class 5 contains 6491 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 9051 members 
Mstep: Class 9 contains 286279 members 
Mstep: Class 10 contains 4750 members 
Mstep: Class 11 contains 13187 members 
Mstep: Class 12 contains 13984 members 
Mstep: Class 13 contains 15172 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 2100 members 
Mstep: Class 16 contains 1935 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 3403 members 
Mstep: Class 21 contains 1893 members 
Mstep: Class 22 contains 2665 members 
Mstep: Class 23 contains 3709 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 619 members 
Mstep: Class 26 contains 38427 members 
Mstep: Class 27 contains 61357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327486.000000 Penalty: 16585.730469
Iteration 56Q: 28 clusters Score -2.832749e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 224463 members 
Mstep: Class 2 contains 7091 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 2460 members 
Mstep: Class 5 contains 6497 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 8980 members 
Mstep: Class 9 contains 286252 members 
Mstep: Class 10 contains 4752 members 
Mstep: Class 11 contains 13194 members 
Mstep: Class 12 contains 13979 members 
Mstep: Class 13 contains 15255 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 2118 members 
Mstep: Class 16 contains 1922 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 3141 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 3403 members 
Mstep: Class 21 contains 1893 members 
Mstep: Class 22 contains 2688 members 
Mstep: Class 23 contains 3708 members 
Mstep: Class 24 contains 3907 members 
Mstep: Class 25 contains 622 members 
Mstep: Class 26 contains 38427 members 
Mstep: Class 27 contains 61327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327548.000000 Penalty: 16585.730469
Iteration 57Q: 28 clusters Score -2.832755e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 224414 members 
Mstep: Class 2 contains 7122 members 
Mstep: Class 3 contains 3517 members 
Mstep: Class 4 contains 2459 members 
Mstep: Class 5 contains 6505 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 8903 members 
Mstep: Class 9 contains 286232 members 
Mstep: Class 10 contains 4753 members 
Mstep: Class 11 contains 13195 members 
Mstep: Class 12 contains 13978 members 
Mstep: Class 13 contains 15347 members 
Mstep: Class 14 contains 4630 members 
Mstep: Class 15 contains 2129 members 
Mstep: Class 16 contains 1912 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 3171 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 3403 members 
Mstep: Class 21 contains 1893 members 
Mstep: Class 22 contains 2712 members 
Mstep: Class 23 contains 3709 members 
Mstep: Class 24 contains 3901 members 
Mstep: Class 25 contains 623 members 
Mstep: Class 26 contains 38427 members 
Mstep: Class 27 contains 61286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327550.000000 Penalty: 16585.730469
Iteration 58Q: 28 clusters Score -2.832755e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 224376 members 
Mstep: Class 2 contains 7144 members 
Mstep: Class 3 contains 3513 members 
Mstep: Class 4 contains 2460 members 
Mstep: Class 5 contains 6511 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 8839 members 
Mstep: Class 9 contains 286223 members 
Mstep: Class 10 contains 4754 members 
Mstep: Class 11 contains 13195 members 
Mstep: Class 12 contains 13974 members 
Mstep: Class 13 contains 15439 members 
Mstep: Class 14 contains 4633 members 
Mstep: Class 15 contains 2137 members 
Mstep: Class 16 contains 1894 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 3199 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 3403 members 
Mstep: Class 21 contains 1893 members 
Mstep: Class 22 contains 2723 members 
Mstep: Class 23 contains 3710 members 
Mstep: Class 24 contains 3900 members 
Mstep: Class 25 contains 623 members 
Mstep: Class 26 contains 38427 members 
Mstep: Class 27 contains 61251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327614.000000 Penalty: 16585.730469
Iteration 59Q: 28 clusters Score -2.832761e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 224355 members 
Mstep: Class 2 contains 7158 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 4 contains 2461 members 
Mstep: Class 5 contains 6512 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 8773 members 
Mstep: Class 9 contains 286216 members 
Mstep: Class 10 contains 4753 members 
Mstep: Class 11 contains 13198 members 
Mstep: Class 12 contains 13977 members 
Mstep: Class 13 contains 15515 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 1880 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 3231 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 3403 members 
Mstep: Class 21 contains 1893 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 3710 members 
Mstep: Class 24 contains 3907 members 
Mstep: Class 25 contains 623 members 
Mstep: Class 26 contains 38427 members 
Mstep: Class 27 contains 61220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327604.000000 Penalty: 16585.730469
Iteration 60F: 28 clusters Score -2.83276e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 224320 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 3505 members 
Mstep: Class 4 contains 2448 members 
Mstep: Class 5 contains 6513 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 8697 members 
Mstep: Class 9 contains 286209 members 
Mstep: Class 10 contains 4753 members 
Mstep: Class 11 contains 13195 members 
Mstep: Class 12 contains 13978 members 
Mstep: Class 13 contains 15614 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 2157 members 
Mstep: Class 16 contains 1863 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 3257 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 3404 members 
Mstep: Class 21 contains 1893 members 
Mstep: Class 22 contains 2741 members 
Mstep: Class 23 contains 3711 members 
Mstep: Class 24 contains 3923 members 
Mstep: Class 25 contains 641 members 
Mstep: Class 26 contains 38426 members 
Mstep: Class 27 contains 61185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327654.000000 Penalty: 16585.730469
Iteration 61Q: 28 clusters Score -2.832765e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 224272 members 
Mstep: Class 2 contains 7182 members 
Mstep: Class 3 contains 3505 members 
Mstep: Class 4 contains 2446 members 
Mstep: Class 5 contains 6516 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 8605 members 
Mstep: Class 9 contains 286209 members 
Mstep: Class 10 contains 4753 members 
Mstep: Class 11 contains 13193 members 
Mstep: Class 12 contains 13979 members 
Mstep: Class 13 contains 15718 members 
Mstep: Class 14 contains 4615 members 
Mstep: Class 15 contains 2170 members 
Mstep: Class 16 contains 1844 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 3287 members 
Mstep: Class 19 contains 4061 members 
Mstep: Class 20 contains 3406 members 
Mstep: Class 21 contains 1893 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 3706 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 649 members 
Mstep: Class 26 contains 38424 members 
Mstep: Class 27 contains 61166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327720.000000 Penalty: 16585.730469
Iteration 62Q: 28 clusters Score -2.832772e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 224210 members 
Mstep: Class 2 contains 7195 members 
Mstep: Class 3 contains 3510 members 
Mstep: Class 4 contains 2448 members 
Mstep: Class 5 contains 6519 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 8513 members 
Mstep: Class 9 contains 286212 members 
Mstep: Class 10 contains 4752 members 
Mstep: Class 11 contains 13211 members 
Mstep: Class 12 contains 13982 members 
Mstep: Class 13 contains 15823 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 3313 members 
Mstep: Class 19 contains 4061 members 
Mstep: Class 20 contains 3407 members 
Mstep: Class 21 contains 1893 members 
Mstep: Class 22 contains 2778 members 
Mstep: Class 23 contains 3698 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 654 members 
Mstep: Class 26 contains 38423 members 
Mstep: Class 27 contains 61147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327662.000000 Penalty: 16585.730469
Iteration 63Q: 28 clusters Score -2.832766e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 224164 members 
Mstep: Class 2 contains 7200 members 
Mstep: Class 3 contains 3514 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 6520 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 8417 members 
Mstep: Class 9 contains 286226 members 
Mstep: Class 10 contains 4752 members 
Mstep: Class 11 contains 13218 members 
Mstep: Class 12 contains 13983 members 
Mstep: Class 13 contains 15929 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 2196 members 
Mstep: Class 16 contains 1810 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 3341 members 
Mstep: Class 19 contains 4061 members 
Mstep: Class 20 contains 3408 members 
Mstep: Class 21 contains 1893 members 
Mstep: Class 22 contains 2792 members 
Mstep: Class 23 contains 3698 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 663 members 
Mstep: Class 26 contains 38422 members 
Mstep: Class 27 contains 61126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327720.000000 Penalty: 16585.730469
Iteration 64Q: 28 clusters Score -2.832772e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 224129 members 
Mstep: Class 2 contains 7212 members 
Mstep: Class 3 contains 3514 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 6527 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 8311 members 
Mstep: Class 9 contains 286226 members 
Mstep: Class 10 contains 4752 members 
Mstep: Class 11 contains 13225 members 
Mstep: Class 12 contains 13980 members 
Mstep: Class 13 contains 16048 members 
Mstep: Class 14 contains 4596 members 
Mstep: Class 15 contains 2205 members 
Mstep: Class 16 contains 1794 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 3409 members 
Mstep: Class 21 contains 1892 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 3698 members 
Mstep: Class 24 contains 3891 members 
Mstep: Class 25 contains 675 members 
Mstep: Class 26 contains 38422 members 
Mstep: Class 27 contains 61099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327818.000000 Penalty: 16585.730469
Iteration 65Q: 28 clusters Score -2.832782e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 224109 members 
Mstep: Class 2 contains 7236 members 
Mstep: Class 3 contains 3517 members 
Mstep: Class 4 contains 2427 members 
Mstep: Class 5 contains 6529 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 8190 members 
Mstep: Class 9 contains 286223 members 
Mstep: Class 10 contains 4751 members 
Mstep: Class 11 contains 13218 members 
Mstep: Class 12 contains 13984 members 
Mstep: Class 13 contains 16170 members 
Mstep: Class 14 contains 4585 members 
Mstep: Class 15 contains 2212 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 3397 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 3411 members 
Mstep: Class 21 contains 1892 members 
Mstep: Class 22 contains 2818 members 
Mstep: Class 23 contains 3695 members 
Mstep: Class 24 contains 3883 members 
Mstep: Class 25 contains 691 members 
Mstep: Class 26 contains 38420 members 
Mstep: Class 27 contains 61078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327792.000000 Penalty: 16585.730469
Iteration 66Q: 28 clusters Score -2.832779e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 224085 members 
Mstep: Class 2 contains 7254 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 8088 members 
Mstep: Class 9 contains 286216 members 
Mstep: Class 10 contains 4751 members 
Mstep: Class 11 contains 13215 members 
Mstep: Class 12 contains 13982 members 
Mstep: Class 13 contains 16289 members 
Mstep: Class 14 contains 4578 members 
Mstep: Class 15 contains 2222 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 3425 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 3413 members 
Mstep: Class 21 contains 1892 members 
Mstep: Class 22 contains 2827 members 
Mstep: Class 23 contains 3691 members 
Mstep: Class 24 contains 3877 members 
Mstep: Class 25 contains 708 members 
Mstep: Class 26 contains 38418 members 
Mstep: Class 27 contains 61040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327854.000000 Penalty: 16585.730469
Iteration 67Q: 28 clusters Score -2.832785e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 224066 members 
Mstep: Class 2 contains 7270 members 
Mstep: Class 3 contains 3514 members 
Mstep: Class 4 contains 2407 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 7994 members 
Mstep: Class 9 contains 286217 members 
Mstep: Class 10 contains 4752 members 
Mstep: Class 11 contains 13216 members 
Mstep: Class 12 contains 13983 members 
Mstep: Class 13 contains 16389 members 
Mstep: Class 14 contains 4579 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 3416 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 2836 members 
Mstep: Class 23 contains 3684 members 
Mstep: Class 24 contains 3872 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 38417 members 
Mstep: Class 27 contains 61013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327918.000000 Penalty: 16585.730469
Iteration 68Q: 28 clusters Score -2.832792e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 224043 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 3510 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 7888 members 
Mstep: Class 9 contains 286214 members 
Mstep: Class 10 contains 4752 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 13984 members 
Mstep: Class 13 contains 16511 members 
Mstep: Class 14 contains 4574 members 
Mstep: Class 15 contains 2239 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 3462 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 2851 members 
Mstep: Class 23 contains 3681 members 
Mstep: Class 24 contains 3869 members 
Mstep: Class 25 contains 729 members 
Mstep: Class 26 contains 38414 members 
Mstep: Class 27 contains 60988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327960.000000 Penalty: 16585.730469
Iteration 69Q: 28 clusters Score -2.832796e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 224018 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 3509 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 7806 members 
Mstep: Class 9 contains 286215 members 
Mstep: Class 10 contains 4750 members 
Mstep: Class 11 contains 13193 members 
Mstep: Class 12 contains 13986 members 
Mstep: Class 13 contains 16605 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 1777 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 3484 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 2867 members 
Mstep: Class 23 contains 3680 members 
Mstep: Class 24 contains 3859 members 
Mstep: Class 25 contains 736 members 
Mstep: Class 26 contains 38414 members 
Mstep: Class 27 contains 60967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327982.000000 Penalty: 16585.730469
Iteration 70Q: 28 clusters Score -2.832798e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 224002 members 
Mstep: Class 2 contains 7318 members 
Mstep: Class 3 contains 3505 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 7712 members 
Mstep: Class 9 contains 286213 members 
Mstep: Class 10 contains 4747 members 
Mstep: Class 11 contains 13187 members 
Mstep: Class 12 contains 13986 members 
Mstep: Class 13 contains 16706 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 2252 members 
Mstep: Class 16 contains 1778 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 3506 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 2888 members 
Mstep: Class 23 contains 3676 members 
Mstep: Class 24 contains 3849 members 
Mstep: Class 25 contains 741 members 
Mstep: Class 26 contains 38414 members 
Mstep: Class 27 contains 60948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327948.000000 Penalty: 16585.730469
Iteration 71Q: 28 clusters Score -2.832795e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 223982 members 
Mstep: Class 2 contains 7323 members 
Mstep: Class 3 contains 3505 members 
Mstep: Class 4 contains 2384 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 7609 members 
Mstep: Class 9 contains 286207 members 
Mstep: Class 10 contains 4748 members 
Mstep: Class 11 contains 13188 members 
Mstep: Class 12 contains 13988 members 
Mstep: Class 13 contains 16824 members 
Mstep: Class 14 contains 4554 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 3531 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 2901 members 
Mstep: Class 23 contains 3672 members 
Mstep: Class 24 contains 3850 members 
Mstep: Class 25 contains 746 members 
Mstep: Class 26 contains 38414 members 
Mstep: Class 27 contains 60915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327900.000000 Penalty: 16585.730469
Iteration 72Q: 28 clusters Score -2.83279e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 223962 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 3 contains 3507 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 7503 members 
Mstep: Class 9 contains 286214 members 
Mstep: Class 10 contains 4749 members 
Mstep: Class 11 contains 13193 members 
Mstep: Class 12 contains 13991 members 
Mstep: Class 13 contains 16939 members 
Mstep: Class 14 contains 4551 members 
Mstep: Class 15 contains 2262 members 
Mstep: Class 16 contains 1767 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 3553 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 2909 members 
Mstep: Class 23 contains 3670 members 
Mstep: Class 24 contains 3851 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 38414 members 
Mstep: Class 27 contains 60879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28328000.000000 Penalty: 16585.730469
Iteration 73Q: 28 clusters Score -2.8328e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 223942 members 
Mstep: Class 2 contains 7334 members 
Mstep: Class 3 contains 3508 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 7411 members 
Mstep: Class 9 contains 286209 members 
Mstep: Class 10 contains 4747 members 
Mstep: Class 11 contains 13193 members 
Mstep: Class 12 contains 13991 members 
Mstep: Class 13 contains 17044 members 
Mstep: Class 14 contains 4547 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 1762 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 3582 members 
Mstep: Class 19 contains 4061 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 2922 members 
Mstep: Class 23 contains 3667 members 
Mstep: Class 24 contains 3854 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 38414 members 
Mstep: Class 27 contains 60843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28328028.000000 Penalty: 16585.730469
Iteration 74Q: 28 clusters Score -2.832803e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 223928 members 
Mstep: Class 2 contains 7341 members 
Mstep: Class 3 contains 3506 members 
Mstep: Class 4 contains 2388 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 7335 members 
Mstep: Class 9 contains 286202 members 
Mstep: Class 10 contains 4742 members 
Mstep: Class 11 contains 13198 members 
Mstep: Class 12 contains 13992 members 
Mstep: Class 13 contains 17134 members 
Mstep: Class 14 contains 4548 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 3606 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 2933 members 
Mstep: Class 23 contains 3665 members 
Mstep: Class 24 contains 3861 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 38414 members 
Mstep: Class 27 contains 60802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28328036.000000 Penalty: 16585.730469
Iteration 75Q: 28 clusters Score -2.832804e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 223901 members 
Mstep: Class 2 contains 7346 members 
Mstep: Class 3 contains 3505 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 7268 members 
Mstep: Class 9 contains 286196 members 
Mstep: Class 10 contains 4741 members 
Mstep: Class 11 contains 13207 members 
Mstep: Class 12 contains 13993 members 
Mstep: Class 13 contains 17209 members 
Mstep: Class 14 contains 4550 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 3635 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 3664 members 
Mstep: Class 24 contains 3868 members 
Mstep: Class 25 contains 760 members 
Mstep: Class 26 contains 38414 members 
Mstep: Class 27 contains 60764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28328040.000000 Penalty: 16585.730469
Iteration 76Q: 28 clusters Score -2.832804e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 223878 members 
Mstep: Class 2 contains 7355 members 
Mstep: Class 3 contains 3503 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 7184 members 
Mstep: Class 9 contains 286189 members 
Mstep: Class 10 contains 4744 members 
Mstep: Class 11 contains 13216 members 
Mstep: Class 12 contains 13996 members 
Mstep: Class 13 contains 17287 members 
Mstep: Class 14 contains 4550 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 1748 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 3654 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 2957 members 
Mstep: Class 23 contains 3660 members 
Mstep: Class 24 contains 3877 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 38414 members 
Mstep: Class 27 contains 60747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28328050.000000 Penalty: 16585.730469
Iteration 77Q: 28 clusters Score -2.832805e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 223863 members 
Mstep: Class 2 contains 7359 members 
Mstep: Class 3 contains 3503 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 7094 members 
Mstep: Class 9 contains 286181 members 
Mstep: Class 10 contains 4746 members 
Mstep: Class 11 contains 13229 members 
Mstep: Class 12 contains 13999 members 
Mstep: Class 13 contains 17382 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 1739 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 3670 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 2963 members 
Mstep: Class 23 contains 3654 members 
Mstep: Class 24 contains 3879 members 
Mstep: Class 25 contains 764 members 
Mstep: Class 26 contains 38414 members 
Mstep: Class 27 contains 60726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28328118.000000 Penalty: 16585.730469
Iteration 78Q: 28 clusters Score -2.832812e+07 nChanged 249
Entering ConstructFrom: 
Score: -28328118.000000 Penalty: 16585.730469
Entering ConstructFrom: 
Trying to split cluster 1 (223853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223853 members 
Entering Unmasked Estep 
Score: -9195479.000000 Penalty: 560.502869
	Iteration 0F: 2 clusters Score -9195479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111867 members 
Mstep: Class 2 contains 111986 members 
Entering Unmasked Estep 
Score: -9043246.000000 Penalty: 1121.005737
	Iteration 0F: 3 clusters Score -9043246 nChanged 110401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99352 members 
Mstep: Class 2 contains 124501 members 
Entering Unmasked Estep 
Score: -9115943.000000 Penalty: 1121.005737
	Iteration 1F: 3 clusters Score -9115943 nChanged 13147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91355 members 
Mstep: Class 2 contains 132498 members 
Entering Unmasked Estep 
Score: -9121137.000000 Penalty: 1121.005737
	Iteration 2F: 3 clusters Score -9121137 nChanged 13661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81638 members 
Mstep: Class 2 contains 142215 members 
Entering Unmasked Estep 
Score: -9127404.000000 Penalty: 1121.005737
	Iteration 3F: 3 clusters Score -9127404 nChanged 14212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69892 members 
Mstep: Class 2 contains 153961 members 
Entering Unmasked Estep 
Score: -9135299.000000 Penalty: 1121.005737
	Iteration 4F: 3 clusters Score -9135299 nChanged 14963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 167480 members 
Entering Unmasked Estep 
Score: -9145267.000000 Penalty: 1121.005737
	Iteration 5F: 3 clusters Score -9145267 nChanged 15603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 182437 members 
Entering Unmasked Estep 
Score: -9157926.000000 Penalty: 1121.005737
	Iteration 6F: 3 clusters Score -9157926 nChanged 15058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 197269 members 
Entering Unmasked Estep 
Score: -9171665.000000 Penalty: 1121.005737
	Iteration 7F: 3 clusters Score -9171665 nChanged 11797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 209014 members 
Entering Unmasked Estep 
Score: -9183112.000000 Penalty: 1121.005737
	Iteration 8F: 3 clusters Score -9183112 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 216194 members 
Entering Unmasked Estep 
Score: -9190203.000000 Penalty: 1121.005737
	Iteration 9Q: 3 clusters Score -9190203 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 219563 members 
Entering Unmasked Estep 
Score: -9193456.000000 Penalty: 1121.005737
	Iteration 10Q: 3 clusters Score -9193456 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 220892 members 
Entering Unmasked Estep 
Score: -9194831.000000 Penalty: 1121.005737
	Iteration 11Q: 3 clusters Score -9194831 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 221377 members 
Entering Unmasked Estep 
Score: -9195400.000000 Penalty: 1121.005737
	Iteration 12Q: 3 clusters Score -9195400 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 221549 members 
Entering Unmasked Estep 
Score: -9195632.000000 Penalty: 1121.005737
	Iteration 13Q: 3 clusters Score -9195632 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 221671 members 
Entering Unmasked Estep 
Score: -9195818.000000 Penalty: 1121.005737
	Iteration 14Q: 3 clusters Score -9195818 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 221760 members 
Entering Unmasked Estep 
Score: -9195897.000000 Penalty: 1121.005737
	Iteration 15Q: 3 clusters Score -9195897 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 221839 members 
Entering Unmasked Estep 
Score: -9195967.000000 Penalty: 1121.005737
	Iteration 16Q: 3 clusters Score -9195967 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 221885 members 
Entering Unmasked Estep 
Score: -9196013.000000 Penalty: 1121.005737
	Iteration 17Q: 3 clusters Score -9196013 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 221923 members 
Entering Unmasked Estep 
Score: -9196052.000000 Penalty: 1121.005737
	Iteration 18Q: 3 clusters Score -9196052 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 221955 members 
Entering Unmasked Estep 
Score: -9196088.000000 Penalty: 1121.005737
	Iteration 19Q: 3 clusters Score -9196088 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 221965 members 
Entering Unmasked Estep 
Score: -9196094.000000 Penalty: 1121.005737
	Iteration 20F: 3 clusters Score -9196094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 221960 members 
Entering Unmasked Estep 
Score: -9196089.000000 Penalty: 1121.005737
	Iteration 21Q: 3 clusters Score -9196089 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 221937 members 
Entering Unmasked Estep 
Score: -9196093.000000 Penalty: 1121.005737
	Iteration 22Q: 3 clusters Score -9196093 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 221913 members 
Entering Unmasked Estep 
Score: -9196110.000000 Penalty: 1121.005737
	Iteration 23Q: 3 clusters Score -9196110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 221887 members 
Entering Unmasked Estep 
Score: -9196109.000000 Penalty: 1121.005737
	Iteration 24Q: 3 clusters Score -9196109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 221870 members 
Entering Unmasked Estep 
Score: -9196112.000000 Penalty: 1121.005737
	Iteration 25Q: 3 clusters Score -9196112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 221861 members 
Entering Unmasked Estep 
Score: -9196112.000000 Penalty: 1121.005737
	Iteration 26Q: 3 clusters Score -9196112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 221850 members 
Entering Unmasked Estep 
Score: -9196114.000000 Penalty: 1121.005737
	Iteration 27Q: 3 clusters Score -9196114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 221841 members 
Entering Unmasked Estep 
Score: -9196114.000000 Penalty: 1121.005737
	Iteration 28Q: 3 clusters Score -9196114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 221835 members 
Entering Unmasked Estep 
Score: -9196120.000000 Penalty: 1121.005737
	Iteration 29Q: 3 clusters Score -9196120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 221830 members 
Entering Unmasked Estep 
Score: -9196116.000000 Penalty: 1121.005737
	Iteration 30Q: 3 clusters Score -9196116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 221828 members 
Entering Unmasked Estep 
Score: -9196115.000000 Penalty: 1121.005737
	Iteration 31Q: 3 clusters Score -9196115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 221823 members 
Entering Unmasked Estep 
Score: -9196112.000000 Penalty: 1121.005737
	Iteration 32Q: 3 clusters Score -9196112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 221814 members 
Entering Unmasked Estep 
Score: -9196115.000000 Penalty: 1121.005737
	Iteration 33Q: 3 clusters Score -9196115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 221807 members 
Entering Unmasked Estep 
Score: -9196108.000000 Penalty: 1121.005737
	Iteration 34Q: 3 clusters Score -9196108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 221805 members 
Entering Unmasked Estep 
Score: -9196114.000000 Penalty: 1121.005737
	Iteration 35Q: 3 clusters Score -9196114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 221803 members 
Entering Unmasked Estep 
Score: -9196111.000000 Penalty: 1121.005737
	Iteration 36Q: 3 clusters Score -9196111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 221804 members 
Entering Unmasked Estep 
Score: -9196117.000000 Penalty: 1121.005737
	Iteration 37Q: 3 clusters Score -9196117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 221803 members 
Entering Unmasked Estep 
Score: -9196117.000000 Penalty: 1121.005737
	Iteration 38Q: 3 clusters Score -9196117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 221800 members 
Entering Unmasked Estep 
Score: -9196118.000000 Penalty: 1121.005737
	Iteration 39Q: 3 clusters Score -9196118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 221798 members 
Entering Unmasked Estep 
Score: -9196121.000000 Penalty: 1121.005737
	Iteration 40F: 3 clusters Score -9196121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 221798 members 
Entering Unmasked Estep 
Score: -9196130.000000 Penalty: 1121.005737
	Iteration 41Q: 3 clusters Score -9196130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 221797 members 
Entering Unmasked Estep 
Score: -9196122.000000 Penalty: 1121.005737
	Iteration 42Q: 3 clusters Score -9196122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 221799 members 
Entering Unmasked Estep 
Score: -9196117.000000 Penalty: 1121.005737
	Iteration 43Q: 3 clusters Score -9196117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 221801 members 
Entering Unmasked Estep 
Score: -9196114.000000 Penalty: 1121.005737
	Iteration 44Q: 3 clusters Score -9196114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 221798 members 
Entering Unmasked Estep 
Score: -9196108.000000 Penalty: 1121.005737
	Iteration 45Q: 3 clusters Score -9196108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 221794 members 
Entering Unmasked Estep 
Score: -9196107.000000 Penalty: 1121.005737
	Iteration 46Q: 3 clusters Score -9196107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 221789 members 
Entering Unmasked Estep 
Score: -9196103.000000 Penalty: 1121.005737
	Iteration 47Q: 3 clusters Score -9196103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 221781 members 
Entering Unmasked Estep 
Score: -9196110.000000 Penalty: 1121.005737
	Iteration 48Q: 3 clusters Score -9196110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 221776 members 
Entering Unmasked Estep 
Score: -9196109.000000 Penalty: 1121.005737
	Iteration 49Q: 3 clusters Score -9196109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 221773 members 
Entering Unmasked Estep 
Score: -9196110.000000 Penalty: 1121.005737
	Iteration 50Q: 3 clusters Score -9196110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 221770 members 
Entering Unmasked Estep 
Score: -9196112.000000 Penalty: 1121.005737
	Iteration 51Q: 3 clusters Score -9196112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 221766 members 
Entering Unmasked Estep 
Score: -9196119.000000 Penalty: 1121.005737
	Iteration 52Q: 3 clusters Score -9196119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 221763 members 
Entering Unmasked Estep 
Score: -9196117.000000 Penalty: 1121.005737
	Iteration 53Q: 3 clusters Score -9196117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 221761 members 
Entering Unmasked Estep 
Score: -9196118.000000 Penalty: 1121.005737
	Iteration 54Q: 3 clusters Score -9196118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 221761 members 
Entering Unmasked Estep 
Score: -9196118.000000 Penalty: 1121.005737
	Iteration 55F: 3 clusters Score -9196118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7362 members 
Mstep: Class 3 contains 3506 members 
Mstep: Class 4 contains 2379 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 6990 members 
Mstep: Class 9 contains 286179 members 
Mstep: Class 10 contains 4746 members 
Mstep: Class 11 contains 13241 members 
Mstep: Class 12 contains 14000 members 
Mstep: Class 13 contains 17481 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 1728 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 3685 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3881 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 38414 members 
Mstep: Class 27 contains 60712 members 
Mstep: Class 28 contains 221761 members 
Entering Unmasked Estep 
Score: -28328672.000000 Penalty: 17200.017578
Splitting cluster 1 changes total score from -28328118.000000 to -28328672.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 2 (7362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Entering Unmasked Estep 
Score: -290851.281250 Penalty: 405.135956
	Iteration 0F: 2 clusters Score -290851.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -285979.312500 Penalty: 810.271912
	Iteration 0F: 3 clusters Score -285979.3 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -288031.281250 Penalty: 810.271912
	Iteration 1F: 3 clusters Score -288031.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -288542.718750 Penalty: 810.271912
	Iteration 2F: 3 clusters Score -288542.7 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -289134.656250 Penalty: 810.271912
	Iteration 3F: 3 clusters Score -289134.7 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -289686.250000 Penalty: 810.271912
	Iteration 4F: 3 clusters Score -289686.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -290112.875000 Penalty: 810.271912
	Iteration 5F: 3 clusters Score -290112.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -290405.031250 Penalty: 810.271912
	Iteration 6Q: 3 clusters Score -290405 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -290598.625000 Penalty: 810.271912
	Iteration 7Q: 3 clusters Score -290598.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -290713.062500 Penalty: 810.271912
	Iteration 8Q: 3 clusters Score -290713.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -290772.687500 Penalty: 810.271912
	Iteration 9Q: 3 clusters Score -290772.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -290809.875000 Penalty: 810.271912
	Iteration 10Q: 3 clusters Score -290809.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -290852.500000 Penalty: 810.271912
	Iteration 11Q: 3 clusters Score -290852.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -290878.187500 Penalty: 810.271912
	Iteration 12Q: 3 clusters Score -290878.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -290893.843750 Penalty: 810.271912
	Iteration 13Q: 3 clusters Score -290893.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -290903.375000 Penalty: 810.271912
	Iteration 14Q: 3 clusters Score -290903.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -290911.343750 Penalty: 810.271912
	Iteration 15Q: 3 clusters Score -290911.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -290916.187500 Penalty: 810.271912
	Iteration 16Q: 3 clusters Score -290916.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -290919.968750 Penalty: 810.271912
	Iteration 17Q: 3 clusters Score -290920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -290924.437500 Penalty: 810.271912
	Iteration 18Q: 3 clusters Score -290924.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -290926.468750 Penalty: 810.271912
	Iteration 19Q: 3 clusters Score -290926.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -290930.062500 Penalty: 810.271912
	Iteration 20F: 3 clusters Score -290930.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -290933.531250 Penalty: 810.271912
	Iteration 21Q: 3 clusters Score -290933.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -290934.750000 Penalty: 810.271912
	Iteration 22Q: 3 clusters Score -290934.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -290937.375000 Penalty: 810.271912
	Iteration 23Q: 3 clusters Score -290937.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -290940.437500 Penalty: 810.271912
	Iteration 24Q: 3 clusters Score -290940.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -290942.906250 Penalty: 810.271912
	Iteration 25Q: 3 clusters Score -290942.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -290945.875000 Penalty: 810.271912
	Iteration 26Q: 3 clusters Score -290945.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -290947.906250 Penalty: 810.271912
	Iteration 27Q: 3 clusters Score -290947.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -290949.781250 Penalty: 810.271912
	Iteration 28Q: 3 clusters Score -290949.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -290950.562500 Penalty: 810.271912
	Iteration 29Q: 3 clusters Score -290950.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -290952.625000 Penalty: 810.271912
	Iteration 30Q: 3 clusters Score -290952.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -290954.531250 Penalty: 810.271912
	Iteration 31Q: 3 clusters Score -290954.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -290956.562500 Penalty: 810.271912
	Iteration 32Q: 3 clusters Score -290956.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -290959.656250 Penalty: 810.271912
	Iteration 33Q: 3 clusters Score -290959.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -290962.593750 Penalty: 810.271912
	Iteration 34Q: 3 clusters Score -290962.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -290964.531250 Penalty: 810.271912
	Iteration 35Q: 3 clusters Score -290964.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -290965.781250 Penalty: 810.271912
	Iteration 36Q: 3 clusters Score -290965.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -290967.750000 Penalty: 810.271912
	Iteration 37Q: 3 clusters Score -290967.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -290968.718750 Penalty: 810.271912
	Iteration 38Q: 3 clusters Score -290968.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -290969.156250 Penalty: 810.271912
	Iteration 39Q: 3 clusters Score -290969.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -290969.562500 Penalty: 810.271912
	Iteration 40F: 3 clusters Score -290969.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -290971.343750 Penalty: 810.271912
	Iteration 41Q: 3 clusters Score -290971.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -290972.093750 Penalty: 810.271912
	Iteration 42Q: 3 clusters Score -290972.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -290973.250000 Penalty: 810.271912
	Iteration 43Q: 3 clusters Score -290973.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -290974.468750 Penalty: 810.271912
	Iteration 44Q: 3 clusters Score -290974.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -290975.218750 Penalty: 810.271912
	Iteration 45Q: 3 clusters Score -290975.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -290975.843750 Penalty: 810.271912
	Iteration 46Q: 3 clusters Score -290975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -290975.437500 Penalty: 810.271912
	Iteration 47Q: 3 clusters Score -290975.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -290975.437500 Penalty: 810.271912
	Iteration 48F: 3 clusters Score -290975.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 3506 members 
Mstep: Class 4 contains 2379 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 6990 members 
Mstep: Class 9 contains 286179 members 
Mstep: Class 10 contains 4746 members 
Mstep: Class 11 contains 13241 members 
Mstep: Class 12 contains 14000 members 
Mstep: Class 13 contains 17481 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 1728 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 3685 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3881 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 38414 members 
Mstep: Class 27 contains 60712 members 
Mstep: Class 28 contains 221761 members 
Mstep: Class 29 contains 6690 members 
Entering Unmasked Estep 
Score: -28328580.000000 Penalty: 17814.302734
Splitting cluster 2 changes total score from -28328118.000000 to -28328580.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 3 (3506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Entering Unmasked Estep 
Score: -140712.703125 Penalty: 371.381531
	Iteration 0F: 2 clusters Score -140712.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -138268.265625 Penalty: 742.763062
	Iteration 0F: 3 clusters Score -138268.3 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -139108.234375 Penalty: 742.763062
	Iteration 1F: 3 clusters Score -139108.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -139235.796875 Penalty: 742.763062
	Iteration 2F: 3 clusters Score -139235.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -139398.531250 Penalty: 742.763062
	Iteration 3F: 3 clusters Score -139398.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -139562.984375 Penalty: 742.763062
	Iteration 4F: 3 clusters Score -139563 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -139709.203125 Penalty: 742.763062
	Iteration 5F: 3 clusters Score -139709.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -139849.218750 Penalty: 742.763062
	Iteration 6F: 3 clusters Score -139849.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -139994.718750 Penalty: 742.763062
	Iteration 7F: 3 clusters Score -139994.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -140107.421875 Penalty: 742.763062
	Iteration 8Q: 3 clusters Score -140107.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -140179.890625 Penalty: 742.763062
	Iteration 9Q: 3 clusters Score -140179.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -140229.796875 Penalty: 742.763062
	Iteration 10Q: 3 clusters Score -140229.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -140271.500000 Penalty: 742.763062
	Iteration 11Q: 3 clusters Score -140271.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -140295.734375 Penalty: 742.763062
	Iteration 12Q: 3 clusters Score -140295.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -140316.515625 Penalty: 742.763062
	Iteration 13Q: 3 clusters Score -140316.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -140339.390625 Penalty: 742.763062
	Iteration 14Q: 3 clusters Score -140339.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -140363.859375 Penalty: 742.763062
	Iteration 15Q: 3 clusters Score -140363.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -140380.859375 Penalty: 742.763062
	Iteration 16Q: 3 clusters Score -140380.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -140401.671875 Penalty: 742.763062
	Iteration 17Q: 3 clusters Score -140401.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -140409.562500 Penalty: 742.763062
	Iteration 18Q: 3 clusters Score -140409.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -140415.562500 Penalty: 742.763062
	Iteration 19Q: 3 clusters Score -140415.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -140419.203125 Penalty: 742.763062
	Iteration 20F: 3 clusters Score -140419.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -140424.125000 Penalty: 742.763062
	Iteration 21Q: 3 clusters Score -140424.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -140430.015625 Penalty: 742.763062
	Iteration 22Q: 3 clusters Score -140430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -140432.718750 Penalty: 742.763062
	Iteration 23Q: 3 clusters Score -140432.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -140434.875000 Penalty: 742.763062
	Iteration 24Q: 3 clusters Score -140434.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -140437.484375 Penalty: 742.763062
	Iteration 25Q: 3 clusters Score -140437.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -140438.687500 Penalty: 742.763062
	Iteration 26Q: 3 clusters Score -140438.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -140440.500000 Penalty: 742.763062
	Iteration 27Q: 3 clusters Score -140440.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -140441.703125 Penalty: 742.763062
	Iteration 28Q: 3 clusters Score -140441.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -140441.812500 Penalty: 742.763062
	Iteration 29Q: 3 clusters Score -140441.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -140441.812500 Penalty: 742.763062
	Iteration 30F: 3 clusters Score -140441.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -75778.093750 Penalty: 353.736816
	Iteration 0F: 2 clusters Score -75778.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -74192.023438 Penalty: 707.473633
	Iteration 0F: 3 clusters Score -74192.02 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -75083.468750 Penalty: 707.473633
	Iteration 1F: 3 clusters Score -75083.47 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -75442.125000 Penalty: 707.473633
	Iteration 2F: 3 clusters Score -75442.12 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -75703.695312 Penalty: 707.473633
	Iteration 3F: 3 clusters Score -75703.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -75887.531250 Penalty: 707.473633
	Iteration 4F: 3 clusters Score -75887.53 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -76019.281250 Penalty: 707.473633
	Iteration 5Q: 3 clusters Score -76019.28 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -76101.367188 Penalty: 707.473633
	Iteration 6Q: 3 clusters Score -76101.37 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -76143.945312 Penalty: 707.473633
	Iteration 7Q: 3 clusters Score -76143.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -76193.343750 Penalty: 707.473633
	Iteration 8Q: 3 clusters Score -76193.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -76237.500000 Penalty: 707.473633
	Iteration 9Q: 3 clusters Score -76237.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -76288.296875 Penalty: 707.473633
	Iteration 10Q: 3 clusters Score -76288.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -76329.640625 Penalty: 707.473633
	Iteration 11Q: 3 clusters Score -76329.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -76371.250000 Penalty: 707.473633
	Iteration 12Q: 3 clusters Score -76371.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -76430.992188 Penalty: 707.473633
	Iteration 13Q: 3 clusters Score -76430.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -76533.101562 Penalty: 707.473633
	Iteration 14Q: 3 clusters Score -76533.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -76741.656250 Penalty: 707.473633
	Iteration 15Q: 3 clusters Score -76741.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -76939.570312 Penalty: 707.473633
	Iteration 16Q: 3 clusters Score -76939.57 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -76983.593750 Penalty: 707.473633
	Iteration 17Q: 3 clusters Score -76983.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -76991.023438 Penalty: 707.473633
	Iteration 18Q: 3 clusters Score -76991.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -76993.148438 Penalty: 707.473633
	Iteration 19Q: 3 clusters Score -76993.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -76994.601562 Penalty: 707.473633
	Iteration 20F: 3 clusters Score -76994.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -76999.132812 Penalty: 707.473633
	Iteration 21Q: 3 clusters Score -76999.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -77000.625000 Penalty: 707.473633
	Iteration 22Q: 3 clusters Score -77000.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -77002.531250 Penalty: 707.473633
	Iteration 23Q: 3 clusters Score -77002.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -77003.601562 Penalty: 707.473633
	Iteration 24Q: 3 clusters Score -77003.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -77004.492188 Penalty: 707.473633
	Iteration 25Q: 3 clusters Score -77004.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -77005.335938 Penalty: 707.473633
	Iteration 26Q: 3 clusters Score -77005.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -77005.671875 Penalty: 707.473633
	Iteration 27Q: 3 clusters Score -77005.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -77005.867188 Penalty: 707.473633
	Iteration 28Q: 3 clusters Score -77005.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -77005.867188 Penalty: 707.473633
	Iteration 29F: 3 clusters Score -77005.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 3506 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 6990 members 
Mstep: Class 9 contains 286179 members 
Mstep: Class 10 contains 4746 members 
Mstep: Class 11 contains 13241 members 
Mstep: Class 12 contains 14000 members 
Mstep: Class 13 contains 17481 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 1728 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 3685 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3881 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 38414 members 
Mstep: Class 27 contains 60712 members 
Mstep: Class 28 contains 221761 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 874 members 
Entering Unmasked Estep 
Score: -28329560.000000 Penalty: 18428.589844
Splitting cluster 4 changes total score from -28328118.000000 to -28329560.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 5 (6536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Entering Unmasked Estep 
Score: -257562.421875 Penalty: 399.721191
	Iteration 0F: 2 clusters Score -257562.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -253172.484375 Penalty: 799.442383
	Iteration 0F: 3 clusters Score -253172.5 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -254803.656250 Penalty: 799.442383
	Iteration 1F: 3 clusters Score -254803.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -255118.250000 Penalty: 799.442383
	Iteration 2F: 3 clusters Score -255118.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -255579.187500 Penalty: 799.442383
	Iteration 3F: 3 clusters Score -255579.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -256082.718750 Penalty: 799.442383
	Iteration 4F: 3 clusters Score -256082.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -256519.812500 Penalty: 799.442383
	Iteration 5F: 3 clusters Score -256519.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -256794.406250 Penalty: 799.442383
	Iteration 6F: 3 clusters Score -256794.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -256938.437500 Penalty: 799.442383
	Iteration 7Q: 3 clusters Score -256938.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -256994.250000 Penalty: 799.442383
	Iteration 8Q: 3 clusters Score -256994.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -257048.687500 Penalty: 799.442383
	Iteration 9Q: 3 clusters Score -257048.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -257113.968750 Penalty: 799.442383
	Iteration 10Q: 3 clusters Score -257114 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -257181.531250 Penalty: 799.442383
	Iteration 11Q: 3 clusters Score -257181.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -257253.890625 Penalty: 799.442383
	Iteration 12Q: 3 clusters Score -257253.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -257321.015625 Penalty: 799.442383
	Iteration 13Q: 3 clusters Score -257321 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -257368.187500 Penalty: 799.442383
	Iteration 14Q: 3 clusters Score -257368.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -257404.765625 Penalty: 799.442383
	Iteration 15Q: 3 clusters Score -257404.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -257430.421875 Penalty: 799.442383
	Iteration 16Q: 3 clusters Score -257430.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -257448.437500 Penalty: 799.442383
	Iteration 17Q: 3 clusters Score -257448.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -257457.687500 Penalty: 799.442383
	Iteration 18Q: 3 clusters Score -257457.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -257469.375000 Penalty: 799.442383
	Iteration 19Q: 3 clusters Score -257469.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -257475.453125 Penalty: 799.442383
	Iteration 20F: 3 clusters Score -257475.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -257481.140625 Penalty: 799.442383
	Iteration 21Q: 3 clusters Score -257481.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -257485.765625 Penalty: 799.442383
	Iteration 22Q: 3 clusters Score -257485.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -257489.125000 Penalty: 799.442383
	Iteration 23Q: 3 clusters Score -257489.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -257493.125000 Penalty: 799.442383
	Iteration 24Q: 3 clusters Score -257493.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -257494.828125 Penalty: 799.442383
	Iteration 25Q: 3 clusters Score -257494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -257496.234375 Penalty: 799.442383
	Iteration 26Q: 3 clusters Score -257496.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -257496.250000 Penalty: 799.442383
	Iteration 27Q: 3 clusters Score -257496.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -257496.437500 Penalty: 799.442383
	Iteration 28Q: 3 clusters Score -257496.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -257496.437500 Penalty: 799.442383
	Iteration 29F: 3 clusters Score -257496.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Entering Unmasked Estep 
Score: -137437.078125 Penalty: 371.833496
	Iteration 0F: 2 clusters Score -137437.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -135147.640625 Penalty: 743.666992
	Iteration 0F: 3 clusters Score -135147.6 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -136339.765625 Penalty: 743.666992
	Iteration 1F: 3 clusters Score -136339.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -136808.015625 Penalty: 743.666992
	Iteration 2F: 3 clusters Score -136808 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -137124.125000 Penalty: 743.666992
	Iteration 3F: 3 clusters Score -137124.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -137282.609375 Penalty: 743.666992
	Iteration 4F: 3 clusters Score -137282.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -137339.968750 Penalty: 743.666992
	Iteration 5Q: 3 clusters Score -137340 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -137370.625000 Penalty: 743.666992
	Iteration 6Q: 3 clusters Score -137370.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -137385.203125 Penalty: 743.666992
	Iteration 7Q: 3 clusters Score -137385.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -137399.859375 Penalty: 743.666992
	Iteration 8Q: 3 clusters Score -137399.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137408.703125 Penalty: 743.666992
	Iteration 9Q: 3 clusters Score -137408.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -137415.187500 Penalty: 743.666992
	Iteration 10Q: 3 clusters Score -137415.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -137422.515625 Penalty: 743.666992
	Iteration 11Q: 3 clusters Score -137422.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -137426.812500 Penalty: 743.666992
	Iteration 12Q: 3 clusters Score -137426.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -137429.593750 Penalty: 743.666992
	Iteration 13Q: 3 clusters Score -137429.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -137430.843750 Penalty: 743.666992
	Iteration 14Q: 3 clusters Score -137430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -137431.453125 Penalty: 743.666992
	Iteration 15Q: 3 clusters Score -137431.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -137432.125000 Penalty: 743.666992
	Iteration 16Q: 3 clusters Score -137432.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -137432.546875 Penalty: 743.666992
	Iteration 17Q: 3 clusters Score -137432.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -137433.250000 Penalty: 743.666992
	Iteration 18Q: 3 clusters Score -137433.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -137434.765625 Penalty: 743.666992
	Iteration 19Q: 3 clusters Score -137434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -137435.546875 Penalty: 743.666992
	Iteration 20F: 3 clusters Score -137435.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -137435.781250 Penalty: 743.666992
	Iteration 21Q: 3 clusters Score -137435.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -137436.062500 Penalty: 743.666992
	Iteration 22Q: 3 clusters Score -137436.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -137436.437500 Penalty: 743.666992
	Iteration 23Q: 3 clusters Score -137436.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -137436.906250 Penalty: 743.666992
	Iteration 24Q: 3 clusters Score -137436.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -137436.906250 Penalty: 743.666992
	Iteration 25Q: 3 clusters Score -137436.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -137436.906250 Penalty: 743.666992
	Iteration 26F: 3 clusters Score -137436.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Entering Unmasked Estep 
Score: -125195.757812 Penalty: 367.777405
	Iteration 0F: 2 clusters Score -125195.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -122947.468750 Penalty: 735.554810
	Iteration 0F: 3 clusters Score -122947.5 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -123953.875000 Penalty: 735.554810
	Iteration 1F: 3 clusters Score -123953.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -124301.007812 Penalty: 735.554810
	Iteration 2F: 3 clusters Score -124301 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -124576.554688 Penalty: 735.554810
	Iteration 3F: 3 clusters Score -124576.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -124817.984375 Penalty: 735.554810
	Iteration 4F: 3 clusters Score -124818 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -125032.929688 Penalty: 735.554810
	Iteration 5F: 3 clusters Score -125032.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -125194.390625 Penalty: 735.554810
	Iteration 6F: 3 clusters Score -125194.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -125290.492188 Penalty: 735.554810
	Iteration 7Q: 3 clusters Score -125290.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -125360.015625 Penalty: 735.554810
	Iteration 8Q: 3 clusters Score -125360 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -125423.226562 Penalty: 735.554810
	Iteration 9Q: 3 clusters Score -125423.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -125456.164062 Penalty: 735.554810
	Iteration 10Q: 3 clusters Score -125456.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -125465.898438 Penalty: 735.554810
	Iteration 11Q: 3 clusters Score -125465.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -125471.226562 Penalty: 735.554810
	Iteration 12Q: 3 clusters Score -125471.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -125473.179688 Penalty: 735.554810
	Iteration 13Q: 3 clusters Score -125473.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -125474.156250 Penalty: 735.554810
	Iteration 14Q: 3 clusters Score -125474.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -125474.140625 Penalty: 735.554810
	Iteration 15Q: 3 clusters Score -125474.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -125474.140625 Penalty: 735.554810
	Iteration 16F: 3 clusters Score -125474.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 3506 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 6990 members 
Mstep: Class 9 contains 286179 members 
Mstep: Class 10 contains 4746 members 
Mstep: Class 11 contains 13241 members 
Mstep: Class 12 contains 14000 members 
Mstep: Class 13 contains 17481 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 1728 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 3685 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3881 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 38414 members 
Mstep: Class 27 contains 60712 members 
Mstep: Class 28 contains 221761 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 874 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
Score: -28329574.000000 Penalty: 19042.875000
Splitting cluster 7 changes total score from -28328118.000000 to -28329574.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 8 (6990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Entering Unmasked Estep 
Score: -300619.906250 Penalty: 402.776733
	Iteration 0F: 2 clusters Score -300619.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -295896.906250 Penalty: 805.553467
	Iteration 0F: 3 clusters Score -295896.9 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -297824.343750 Penalty: 805.553467
	Iteration 1F: 3 clusters Score -297824.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -298024.937500 Penalty: 805.553467
	Iteration 2F: 3 clusters Score -298024.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -298227.312500 Penalty: 805.553467
	Iteration 3F: 3 clusters Score -298227.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -298458.031250 Penalty: 805.553467
	Iteration 4F: 3 clusters Score -298458 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -298741.718750 Penalty: 805.553467
	Iteration 5F: 3 clusters Score -298741.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -299055.625000 Penalty: 805.553467
	Iteration 6F: 3 clusters Score -299055.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -299339.125000 Penalty: 805.553467
	Iteration 7F: 3 clusters Score -299339.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -299531.562500 Penalty: 805.553467
	Iteration 8Q: 3 clusters Score -299531.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -299635.250000 Penalty: 805.553467
	Iteration 9Q: 3 clusters Score -299635.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -299696.281250 Penalty: 805.553467
	Iteration 10Q: 3 clusters Score -299696.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -299733.593750 Penalty: 805.553467
	Iteration 11Q: 3 clusters Score -299733.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -299764.875000 Penalty: 805.553467
	Iteration 12Q: 3 clusters Score -299764.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -299790.562500 Penalty: 805.553467
	Iteration 13Q: 3 clusters Score -299790.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -299812.687500 Penalty: 805.553467
	Iteration 14Q: 3 clusters Score -299812.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -299828.718750 Penalty: 805.553467
	Iteration 15Q: 3 clusters Score -299828.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -299843.187500 Penalty: 805.553467
	Iteration 16Q: 3 clusters Score -299843.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -299856.531250 Penalty: 805.553467
	Iteration 17Q: 3 clusters Score -299856.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -299867.687500 Penalty: 805.553467
	Iteration 18Q: 3 clusters Score -299867.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -299878.000000 Penalty: 805.553467
	Iteration 19Q: 3 clusters Score -299878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -299888.000000 Penalty: 805.553467
	Iteration 20F: 3 clusters Score -299888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -299896.656250 Penalty: 805.553467
	Iteration 21Q: 3 clusters Score -299896.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -299903.562500 Penalty: 805.553467
	Iteration 22Q: 3 clusters Score -299903.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -299908.093750 Penalty: 805.553467
	Iteration 23Q: 3 clusters Score -299908.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -299912.781250 Penalty: 805.553467
	Iteration 24Q: 3 clusters Score -299912.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -299918.937500 Penalty: 805.553467
	Iteration 25Q: 3 clusters Score -299918.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -299923.843750 Penalty: 805.553467
	Iteration 26Q: 3 clusters Score -299923.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -299928.937500 Penalty: 805.553467
	Iteration 27Q: 3 clusters Score -299928.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -299934.031250 Penalty: 805.553467
	Iteration 28Q: 3 clusters Score -299934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -299938.625000 Penalty: 805.553467
	Iteration 29Q: 3 clusters Score -299938.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -299945.718750 Penalty: 805.553467
	Iteration 30Q: 3 clusters Score -299945.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -299951.000000 Penalty: 805.553467
	Iteration 31Q: 3 clusters Score -299951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -299956.937500 Penalty: 805.553467
	Iteration 32Q: 3 clusters Score -299956.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -299965.093750 Penalty: 805.553467
	Iteration 33Q: 3 clusters Score -299965.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -299976.125000 Penalty: 805.553467
	Iteration 34Q: 3 clusters Score -299976.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -299989.343750 Penalty: 805.553467
	Iteration 35Q: 3 clusters Score -299989.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -300004.562500 Penalty: 805.553467
	Iteration 36Q: 3 clusters Score -300004.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -300019.000000 Penalty: 805.553467
	Iteration 37Q: 3 clusters Score -300019 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -300035.343750 Penalty: 805.553467
	Iteration 38Q: 3 clusters Score -300035.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -300046.062500 Penalty: 805.553467
	Iteration 39Q: 3 clusters Score -300046.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -300059.281250 Penalty: 805.553467
	Iteration 40F: 3 clusters Score -300059.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -300070.281250 Penalty: 805.553467
	Iteration 41Q: 3 clusters Score -300070.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -300077.875000 Penalty: 805.553467
	Iteration 42Q: 3 clusters Score -300077.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -300084.750000 Penalty: 805.553467
	Iteration 43Q: 3 clusters Score -300084.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -300093.781250 Penalty: 805.553467
	Iteration 44Q: 3 clusters Score -300093.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -300100.125000 Penalty: 805.553467
	Iteration 45Q: 3 clusters Score -300100.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -300105.687500 Penalty: 805.553467
	Iteration 46Q: 3 clusters Score -300105.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -300109.781250 Penalty: 805.553467
	Iteration 47Q: 3 clusters Score -300109.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -300113.156250 Penalty: 805.553467
	Iteration 48Q: 3 clusters Score -300113.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -300116.031250 Penalty: 805.553467
	Iteration 49Q: 3 clusters Score -300116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -300120.718750 Penalty: 805.553467
	Iteration 50Q: 3 clusters Score -300120.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -300125.750000 Penalty: 805.553467
	Iteration 51Q: 3 clusters Score -300125.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -300129.156250 Penalty: 805.553467
	Iteration 52Q: 3 clusters Score -300129.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -300132.375000 Penalty: 805.553467
	Iteration 53Q: 3 clusters Score -300132.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -300134.718750 Penalty: 805.553467
	Iteration 54Q: 3 clusters Score -300134.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -300136.062500 Penalty: 805.553467
	Iteration 55Q: 3 clusters Score -300136.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -300137.750000 Penalty: 805.553467
	Iteration 56Q: 3 clusters Score -300137.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -300139.187500 Penalty: 805.553467
	Iteration 57Q: 3 clusters Score -300139.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -300139.843750 Penalty: 805.553467
	Iteration 58Q: 3 clusters Score -300139.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -300140.875000 Penalty: 805.553467
	Iteration 59Q: 3 clusters Score -300140.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -300141.812500 Penalty: 805.553467
	Iteration 60F: 3 clusters Score -300141.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -300141.625000 Penalty: 805.553467
	Iteration 61Q: 3 clusters Score -300141.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -300141.406250 Penalty: 805.553467
	Iteration 62Q: 3 clusters Score -300141.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -300141.593750 Penalty: 805.553467
	Iteration 63Q: 3 clusters Score -300141.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -300142.437500 Penalty: 805.553467
	Iteration 64Q: 3 clusters Score -300142.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -300142.562500 Penalty: 805.553467
	Iteration 65Q: 3 clusters Score -300142.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -300142.218750 Penalty: 805.553467
	Iteration 66Q: 3 clusters Score -300142.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -300142.500000 Penalty: 805.553467
	Iteration 67Q: 3 clusters Score -300142.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -300142.875000 Penalty: 805.553467
	Iteration 68Q: 3 clusters Score -300142.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -300144.906250 Penalty: 805.553467
	Iteration 69Q: 3 clusters Score -300144.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -300147.875000 Penalty: 805.553467
	Iteration 70Q: 3 clusters Score -300147.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -300149.125000 Penalty: 805.553467
	Iteration 71Q: 3 clusters Score -300149.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -300151.843750 Penalty: 805.553467
	Iteration 72Q: 3 clusters Score -300151.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -300153.937500 Penalty: 805.553467
	Iteration 73Q: 3 clusters Score -300153.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -300155.781250 Penalty: 805.553467
	Iteration 74Q: 3 clusters Score -300155.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -300156.562500 Penalty: 805.553467
	Iteration 75Q: 3 clusters Score -300156.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -300158.468750 Penalty: 805.553467
	Iteration 76Q: 3 clusters Score -300158.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -300159.968750 Penalty: 805.553467
	Iteration 77Q: 3 clusters Score -300160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -300164.750000 Penalty: 805.553467
	Iteration 78Q: 3 clusters Score -300164.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -300169.562500 Penalty: 805.553467
	Iteration 79Q: 3 clusters Score -300169.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -300173.062500 Penalty: 805.553467
	Iteration 80F: 3 clusters Score -300173.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -300175.656250 Penalty: 805.553467
	Iteration 81Q: 3 clusters Score -300175.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -300178.562500 Penalty: 805.553467
	Iteration 82Q: 3 clusters Score -300178.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -300181.593750 Penalty: 805.553467
	Iteration 83Q: 3 clusters Score -300181.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -300183.718750 Penalty: 805.553467
	Iteration 84Q: 3 clusters Score -300183.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -300185.437500 Penalty: 805.553467
	Iteration 85Q: 3 clusters Score -300185.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -300186.406250 Penalty: 805.553467
	Iteration 86Q: 3 clusters Score -300186.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -300187.218750 Penalty: 805.553467
	Iteration 87Q: 3 clusters Score -300187.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -300188.437500 Penalty: 805.553467
	Iteration 88Q: 3 clusters Score -300188.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -300189.031250 Penalty: 805.553467
	Iteration 89Q: 3 clusters Score -300189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -300190.312500 Penalty: 805.553467
	Iteration 90Q: 3 clusters Score -300190.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -300190.843750 Penalty: 805.553467
	Iteration 91Q: 3 clusters Score -300190.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -300193.000000 Penalty: 805.553467
	Iteration 92Q: 3 clusters Score -300193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -300194.531250 Penalty: 805.553467
	Iteration 93Q: 3 clusters Score -300194.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -300194.781250 Penalty: 805.553467
	Iteration 94Q: 3 clusters Score -300194.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -300197.500000 Penalty: 805.553467
	Iteration 95Q: 3 clusters Score -300197.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -300200.906250 Penalty: 805.553467
	Iteration 96Q: 3 clusters Score -300200.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -300203.406250 Penalty: 805.553467
	Iteration 97Q: 3 clusters Score -300203.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -300205.406250 Penalty: 805.553467
	Iteration 98Q: 3 clusters Score -300205.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -300206.343750 Penalty: 805.553467
	Iteration 99Q: 3 clusters Score -300206.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -300207.250000 Penalty: 805.553467
	Iteration 100F: 3 clusters Score -300207.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -300209.156250 Penalty: 805.553467
	Iteration 101Q: 3 clusters Score -300209.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -300210.875000 Penalty: 805.553467
	Iteration 102Q: 3 clusters Score -300210.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -300213.375000 Penalty: 805.553467
	Iteration 103Q: 3 clusters Score -300213.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -300214.968750 Penalty: 805.553467
	Iteration 104Q: 3 clusters Score -300215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -300217.437500 Penalty: 805.553467
	Iteration 105Q: 3 clusters Score -300217.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -300218.562500 Penalty: 805.553467
	Iteration 106Q: 3 clusters Score -300218.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -300219.281250 Penalty: 805.553467
	Iteration 107Q: 3 clusters Score -300219.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -300219.968750 Penalty: 805.553467
	Iteration 108Q: 3 clusters Score -300220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -300220.531250 Penalty: 805.553467
	Iteration 109Q: 3 clusters Score -300220.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -300221.343750 Penalty: 805.553467
	Iteration 110Q: 3 clusters Score -300221.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -300221.406250 Penalty: 805.553467
	Iteration 111Q: 3 clusters Score -300221.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -300221.031250 Penalty: 805.553467
	Iteration 112Q: 3 clusters Score -300221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -300221.031250 Penalty: 805.553467
	Iteration 113F: 3 clusters Score -300221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (286179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286179 members 
Entering Unmasked Estep 
Score: -11880116.000000 Penalty: 571.678955
	Iteration 0F: 2 clusters Score -1.188012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143215 members 
Mstep: Class 2 contains 142964 members 
Entering Unmasked Estep 
Score: -11685168.000000 Penalty: 1143.357910
	Iteration 0F: 3 clusters Score -1.168517e+07 nChanged 141680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164821 members 
Mstep: Class 2 contains 121358 members 
Entering Unmasked Estep 
Score: -11779562.000000 Penalty: 1143.357910
	Iteration 1F: 3 clusters Score -1.177956e+07 nChanged 19092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178541 members 
Mstep: Class 2 contains 107638 members 
Entering Unmasked Estep 
Score: -11789469.000000 Penalty: 1143.357910
	Iteration 2F: 3 clusters Score -1.178947e+07 nChanged 20767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194586 members 
Mstep: Class 2 contains 91593 members 
Entering Unmasked Estep 
Score: -11801796.000000 Penalty: 1143.357910
	Iteration 3F: 3 clusters Score -1.18018e+07 nChanged 20917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212231 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -11815656.000000 Penalty: 1143.357910
	Iteration 4F: 3 clusters Score -1.181566e+07 nChanged 19979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230660 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -11830820.000000 Penalty: 1143.357910
	Iteration 5F: 3 clusters Score -1.183082e+07 nChanged 18012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248274 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -11845868.000000 Penalty: 1143.357910
	Iteration 6F: 3 clusters Score -1.184587e+07 nChanged 15349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263549 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -11859801.000000 Penalty: 1143.357910
	Iteration 7F: 3 clusters Score -1.18598e+07 nChanged 11240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274779 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -11870325.000000 Penalty: 1143.357910
	Iteration 8Q: 3 clusters Score -1.187032e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281046 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -11876056.000000 Penalty: 1143.357910
	Iteration 9Q: 3 clusters Score -1.187606e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283783 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -11878288.000000 Penalty: 1143.357910
	Iteration 10Q: 3 clusters Score -1.187829e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284793 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -11879295.000000 Penalty: 1143.357910
	Iteration 11Q: 3 clusters Score -1.18793e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284997 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -11879792.000000 Penalty: 1143.357910
	Iteration 12Q: 3 clusters Score -1.187979e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284905 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -11880121.000000 Penalty: 1143.357910
	Iteration 13Q: 3 clusters Score -1.188012e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284771 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -11880284.000000 Penalty: 1143.357910
	Iteration 14Q: 3 clusters Score -1.188028e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284673 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -11880373.000000 Penalty: 1143.357910
	Iteration 15Q: 3 clusters Score -1.188037e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284605 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -11880422.000000 Penalty: 1143.357910
	Iteration 16Q: 3 clusters Score -1.188042e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284543 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -11880435.000000 Penalty: 1143.357910
	Iteration 17Q: 3 clusters Score -1.188044e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284490 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -11880439.000000 Penalty: 1143.357910
	Iteration 18Q: 3 clusters Score -1.188044e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284452 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -11880441.000000 Penalty: 1143.357910
	Iteration 19Q: 3 clusters Score -1.188044e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284425 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -11880447.000000 Penalty: 1143.357910
	Iteration 20F: 3 clusters Score -1.188045e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284409 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -11880448.000000 Penalty: 1143.357910
	Iteration 21Q: 3 clusters Score -1.188045e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284407 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -11880445.000000 Penalty: 1143.357910
	Iteration 22Q: 3 clusters Score -1.188044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284399 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -11880441.000000 Penalty: 1143.357910
	Iteration 23Q: 3 clusters Score -1.188044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284389 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -11880437.000000 Penalty: 1143.357910
	Iteration 24Q: 3 clusters Score -1.188044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284381 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -11880446.000000 Penalty: 1143.357910
	Iteration 25Q: 3 clusters Score -1.188045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284374 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -11880436.000000 Penalty: 1143.357910
	Iteration 26Q: 3 clusters Score -1.188044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284375 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -11880434.000000 Penalty: 1143.357910
	Iteration 27Q: 3 clusters Score -1.188043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284374 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -11880438.000000 Penalty: 1143.357910
	Iteration 28Q: 3 clusters Score -1.188044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284377 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -11880451.000000 Penalty: 1143.357910
	Iteration 29Q: 3 clusters Score -1.188045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284380 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -11880440.000000 Penalty: 1143.357910
	Iteration 30Q: 3 clusters Score -1.188044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284383 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -11880440.000000 Penalty: 1143.357910
	Iteration 31Q: 3 clusters Score -1.188044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284381 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -11880441.000000 Penalty: 1143.357910
	Iteration 32Q: 3 clusters Score -1.188044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284383 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -11880440.000000 Penalty: 1143.357910
	Iteration 33Q: 3 clusters Score -1.188044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284384 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -11880440.000000 Penalty: 1143.357910
	Iteration 34Q: 3 clusters Score -1.188044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284386 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -11880441.000000 Penalty: 1143.357910
	Iteration 35Q: 3 clusters Score -1.188044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284385 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -11880442.000000 Penalty: 1143.357910
	Iteration 36Q: 3 clusters Score -1.188044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284385 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -11880442.000000 Penalty: 1143.357910
	Iteration 37F: 3 clusters Score -1.188044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 3506 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 6990 members 
Mstep: Class 9 contains 284385 members 
Mstep: Class 10 contains 4746 members 
Mstep: Class 11 contains 13241 members 
Mstep: Class 12 contains 14000 members 
Mstep: Class 13 contains 17481 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 1728 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 3685 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3881 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 38414 members 
Mstep: Class 27 contains 60712 members 
Mstep: Class 28 contains 221761 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 874 members 
Mstep: Class 31 contains 965 members 
Mstep: Class 32 contains 1794 members 
Entering Unmasked Estep 
Score: -28329870.000000 Penalty: 19657.162109
Splitting cluster 9 changes total score from -28328118.000000 to -28329870.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 10 (4746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Entering Unmasked Estep 
Score: -196420.453125 Penalty: 385.160095
	Iteration 0F: 2 clusters Score -196420.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -193181.375000 Penalty: 770.320190
	Iteration 0F: 3 clusters Score -193181.4 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -194338.296875 Penalty: 770.320190
	Iteration 1F: 3 clusters Score -194338.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -194492.843750 Penalty: 770.320190
	Iteration 2F: 3 clusters Score -194492.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -194639.421875 Penalty: 770.320190
	Iteration 3F: 3 clusters Score -194639.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -194788.890625 Penalty: 770.320190
	Iteration 4F: 3 clusters Score -194788.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -194926.000000 Penalty: 770.320190
	Iteration 5F: 3 clusters Score -194926 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -195083.156250 Penalty: 770.320190
	Iteration 6F: 3 clusters Score -195083.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -195296.625000 Penalty: 770.320190
	Iteration 7F: 3 clusters Score -195296.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -195517.796875 Penalty: 770.320190
	Iteration 8F: 3 clusters Score -195517.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -195726.156250 Penalty: 770.320190
	Iteration 9Q: 3 clusters Score -195726.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -195925.281250 Penalty: 770.320190
	Iteration 10Q: 3 clusters Score -195925.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -196054.078125 Penalty: 770.320190
	Iteration 11Q: 3 clusters Score -196054.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -196100.843750 Penalty: 770.320190
	Iteration 12Q: 3 clusters Score -196100.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -196117.234375 Penalty: 770.320190
	Iteration 13Q: 3 clusters Score -196117.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -196127.375000 Penalty: 770.320190
	Iteration 14Q: 3 clusters Score -196127.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -196131.718750 Penalty: 770.320190
	Iteration 15Q: 3 clusters Score -196131.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -196134.468750 Penalty: 770.320190
	Iteration 16Q: 3 clusters Score -196134.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -196135.500000 Penalty: 770.320190
	Iteration 17Q: 3 clusters Score -196135.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -196136.484375 Penalty: 770.320190
	Iteration 18Q: 3 clusters Score -196136.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -196137.031250 Penalty: 770.320190
	Iteration 19Q: 3 clusters Score -196137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -196137.781250 Penalty: 770.320190
	Iteration 20F: 3 clusters Score -196137.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -196138.312500 Penalty: 770.320190
	Iteration 21Q: 3 clusters Score -196138.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -196138.421875 Penalty: 770.320190
	Iteration 22Q: 3 clusters Score -196138.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -196138.421875 Penalty: 770.320190
	Iteration 23F: 3 clusters Score -196138.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Entering Unmasked Estep 
Score: -536575.312500 Penalty: 431.843842
	Iteration 0F: 2 clusters Score -536575.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -527807.687500 Penalty: 863.687683
	Iteration 0F: 3 clusters Score -527807.7 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -531521.875000 Penalty: 863.687683
	Iteration 1F: 3 clusters Score -531521.9 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -531963.562500 Penalty: 863.687683
	Iteration 2F: 3 clusters Score -531963.6 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -532559.625000 Penalty: 863.687683
	Iteration 3F: 3 clusters Score -532559.6 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -533371.062500 Penalty: 863.687683
	Iteration 4F: 3 clusters Score -533371.1 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -534256.937500 Penalty: 863.687683
	Iteration 5F: 3 clusters Score -534256.9 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -534911.625000 Penalty: 863.687683
	Iteration 6F: 3 clusters Score -534911.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -535257.000000 Penalty: 863.687683
	Iteration 7Q: 3 clusters Score -535257 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -535401.562500 Penalty: 863.687683
	Iteration 8Q: 3 clusters Score -535401.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -535454.750000 Penalty: 863.687683
	Iteration 9Q: 3 clusters Score -535454.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -535481.375000 Penalty: 863.687683
	Iteration 10Q: 3 clusters Score -535481.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -535498.437500 Penalty: 863.687683
	Iteration 11Q: 3 clusters Score -535498.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -535509.437500 Penalty: 863.687683
	Iteration 12Q: 3 clusters Score -535509.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -535525.750000 Penalty: 863.687683
	Iteration 13Q: 3 clusters Score -535525.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -535540.562500 Penalty: 863.687683
	Iteration 14Q: 3 clusters Score -535540.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -535556.312500 Penalty: 863.687683
	Iteration 15Q: 3 clusters Score -535556.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -535568.500000 Penalty: 863.687683
	Iteration 16Q: 3 clusters Score -535568.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -535586.437500 Penalty: 863.687683
	Iteration 17Q: 3 clusters Score -535586.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -535604.375000 Penalty: 863.687683
	Iteration 18Q: 3 clusters Score -535604.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -535620.062500 Penalty: 863.687683
	Iteration 19Q: 3 clusters Score -535620.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -535632.625000 Penalty: 863.687683
	Iteration 20F: 3 clusters Score -535632.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -535642.687500 Penalty: 863.687683
	Iteration 21Q: 3 clusters Score -535642.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -535651.750000 Penalty: 863.687683
	Iteration 22Q: 3 clusters Score -535651.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -535660.500000 Penalty: 863.687683
	Iteration 23Q: 3 clusters Score -535660.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -535668.375000 Penalty: 863.687683
	Iteration 24Q: 3 clusters Score -535668.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -535677.437500 Penalty: 863.687683
	Iteration 25Q: 3 clusters Score -535677.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -535682.250000 Penalty: 863.687683
	Iteration 26Q: 3 clusters Score -535682.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -535689.375000 Penalty: 863.687683
	Iteration 27Q: 3 clusters Score -535689.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -535697.750000 Penalty: 863.687683
	Iteration 28Q: 3 clusters Score -535697.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -535703.062500 Penalty: 863.687683
	Iteration 29Q: 3 clusters Score -535703.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -535711.750000 Penalty: 863.687683
	Iteration 30Q: 3 clusters Score -535711.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -535715.625000 Penalty: 863.687683
	Iteration 31Q: 3 clusters Score -535715.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -535720.687500 Penalty: 863.687683
	Iteration 32Q: 3 clusters Score -535720.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -535725.250000 Penalty: 863.687683
	Iteration 33Q: 3 clusters Score -535725.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -535730.062500 Penalty: 863.687683
	Iteration 34Q: 3 clusters Score -535730.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -535738.125000 Penalty: 863.687683
	Iteration 35Q: 3 clusters Score -535738.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -535743.812500 Penalty: 863.687683
	Iteration 36Q: 3 clusters Score -535743.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -535751.187500 Penalty: 863.687683
	Iteration 37Q: 3 clusters Score -535751.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -535757.562500 Penalty: 863.687683
	Iteration 38Q: 3 clusters Score -535757.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -535759.375000 Penalty: 863.687683
	Iteration 39Q: 3 clusters Score -535759.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -535766.062500 Penalty: 863.687683
	Iteration 40F: 3 clusters Score -535766.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -535770.500000 Penalty: 863.687683
	Iteration 41Q: 3 clusters Score -535770.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -535773.937500 Penalty: 863.687683
	Iteration 42Q: 3 clusters Score -535773.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -535777.625000 Penalty: 863.687683
	Iteration 43Q: 3 clusters Score -535777.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -535782.250000 Penalty: 863.687683
	Iteration 44Q: 3 clusters Score -535782.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -535789.187500 Penalty: 863.687683
	Iteration 45Q: 3 clusters Score -535789.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -535792.125000 Penalty: 863.687683
	Iteration 46Q: 3 clusters Score -535792.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -535794.437500 Penalty: 863.687683
	Iteration 47Q: 3 clusters Score -535794.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -535797.062500 Penalty: 863.687683
	Iteration 48Q: 3 clusters Score -535797.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -535800.562500 Penalty: 863.687683
	Iteration 49Q: 3 clusters Score -535800.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -535803.625000 Penalty: 863.687683
	Iteration 50Q: 3 clusters Score -535803.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -535808.500000 Penalty: 863.687683
	Iteration 51Q: 3 clusters Score -535808.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -535812.250000 Penalty: 863.687683
	Iteration 52Q: 3 clusters Score -535812.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -535817.875000 Penalty: 863.687683
	Iteration 53Q: 3 clusters Score -535817.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -535820.437500 Penalty: 863.687683
	Iteration 54Q: 3 clusters Score -535820.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -535825.812500 Penalty: 863.687683
	Iteration 55Q: 3 clusters Score -535825.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -535830.500000 Penalty: 863.687683
	Iteration 56Q: 3 clusters Score -535830.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -535835.687500 Penalty: 863.687683
	Iteration 57Q: 3 clusters Score -535835.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -535842.750000 Penalty: 863.687683
	Iteration 58Q: 3 clusters Score -535842.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -535846.875000 Penalty: 863.687683
	Iteration 59Q: 3 clusters Score -535846.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -535854.625000 Penalty: 863.687683
	Iteration 60F: 3 clusters Score -535854.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -535860.625000 Penalty: 863.687683
	Iteration 61Q: 3 clusters Score -535860.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -535866.375000 Penalty: 863.687683
	Iteration 62Q: 3 clusters Score -535866.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -535873.562500 Penalty: 863.687683
	Iteration 63Q: 3 clusters Score -535873.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -535880.750000 Penalty: 863.687683
	Iteration 64Q: 3 clusters Score -535880.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -535885.250000 Penalty: 863.687683
	Iteration 65Q: 3 clusters Score -535885.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -535891.750000 Penalty: 863.687683
	Iteration 66Q: 3 clusters Score -535891.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -535899.937500 Penalty: 863.687683
	Iteration 67Q: 3 clusters Score -535899.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -535911.750000 Penalty: 863.687683
	Iteration 68Q: 3 clusters Score -535911.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -535923.375000 Penalty: 863.687683
	Iteration 69Q: 3 clusters Score -535923.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -535934.750000 Penalty: 863.687683
	Iteration 70Q: 3 clusters Score -535934.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -535944.562500 Penalty: 863.687683
	Iteration 71Q: 3 clusters Score -535944.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -535951.062500 Penalty: 863.687683
	Iteration 72Q: 3 clusters Score -535951.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -535953.000000 Penalty: 863.687683
	Iteration 73Q: 3 clusters Score -535953 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -535958.875000 Penalty: 863.687683
	Iteration 74Q: 3 clusters Score -535958.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -535962.687500 Penalty: 863.687683
	Iteration 75Q: 3 clusters Score -535962.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -535964.500000 Penalty: 863.687683
	Iteration 76Q: 3 clusters Score -535964.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -535968.437500 Penalty: 863.687683
	Iteration 77Q: 3 clusters Score -535968.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -535969.937500 Penalty: 863.687683
	Iteration 78Q: 3 clusters Score -535969.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -535970.437500 Penalty: 863.687683
	Iteration 79Q: 3 clusters Score -535970.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -535973.062500 Penalty: 863.687683
	Iteration 80F: 3 clusters Score -535973.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -535973.000000 Penalty: 863.687683
	Iteration 81Q: 3 clusters Score -535973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -535974.937500 Penalty: 863.687683
	Iteration 82Q: 3 clusters Score -535974.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -535977.625000 Penalty: 863.687683
	Iteration 83Q: 3 clusters Score -535977.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -535980.312500 Penalty: 863.687683
	Iteration 84Q: 3 clusters Score -535980.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -535981.562500 Penalty: 863.687683
	Iteration 85Q: 3 clusters Score -535981.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -535981.562500 Penalty: 863.687683
	Iteration 86Q: 3 clusters Score -535981.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -535983.250000 Penalty: 863.687683
	Iteration 87Q: 3 clusters Score -535983.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -535984.250000 Penalty: 863.687683
	Iteration 88Q: 3 clusters Score -535984.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -535985.750000 Penalty: 863.687683
	Iteration 89Q: 3 clusters Score -535985.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -535988.625000 Penalty: 863.687683
	Iteration 90Q: 3 clusters Score -535988.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -535990.500000 Penalty: 863.687683
	Iteration 91Q: 3 clusters Score -535990.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -535994.937500 Penalty: 863.687683
	Iteration 92Q: 3 clusters Score -535994.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -535998.250000 Penalty: 863.687683
	Iteration 93Q: 3 clusters Score -535998.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -536004.250000 Penalty: 863.687683
	Iteration 94Q: 3 clusters Score -536004.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -536008.750000 Penalty: 863.687683
	Iteration 95Q: 3 clusters Score -536008.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -536015.250000 Penalty: 863.687683
	Iteration 96Q: 3 clusters Score -536015.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -536020.062500 Penalty: 863.687683
	Iteration 97Q: 3 clusters Score -536020.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -536024.187500 Penalty: 863.687683
	Iteration 98Q: 3 clusters Score -536024.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -536033.750000 Penalty: 863.687683
	Iteration 99Q: 3 clusters Score -536033.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -536041.375000 Penalty: 863.687683
	Iteration 100F: 3 clusters Score -536041.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -536046.812500 Penalty: 863.687683
	Iteration 101Q: 3 clusters Score -536046.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -536048.812500 Penalty: 863.687683
	Iteration 102Q: 3 clusters Score -536048.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -536051.625000 Penalty: 863.687683
	Iteration 103Q: 3 clusters Score -536051.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -536052.562500 Penalty: 863.687683
	Iteration 104Q: 3 clusters Score -536052.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -536054.625000 Penalty: 863.687683
	Iteration 105Q: 3 clusters Score -536054.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -536055.562500 Penalty: 863.687683
	Iteration 106Q: 3 clusters Score -536055.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -536056.437500 Penalty: 863.687683
	Iteration 107Q: 3 clusters Score -536056.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -536058.812500 Penalty: 863.687683
	Iteration 108Q: 3 clusters Score -536058.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -536059.000000 Penalty: 863.687683
	Iteration 109Q: 3 clusters Score -536059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -536062.312500 Penalty: 863.687683
	Iteration 110Q: 3 clusters Score -536062.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -536066.500000 Penalty: 863.687683
	Iteration 111Q: 3 clusters Score -536066.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -536067.500000 Penalty: 863.687683
	Iteration 112Q: 3 clusters Score -536067.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -536071.500000 Penalty: 863.687683
	Iteration 113Q: 3 clusters Score -536071.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -536074.437500 Penalty: 863.687683
	Iteration 114Q: 3 clusters Score -536074.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -536078.312500 Penalty: 863.687683
	Iteration 115Q: 3 clusters Score -536078.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -536082.187500 Penalty: 863.687683
	Iteration 116Q: 3 clusters Score -536082.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -536087.125000 Penalty: 863.687683
	Iteration 117Q: 3 clusters Score -536087.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -536092.062500 Penalty: 863.687683
	Iteration 118Q: 3 clusters Score -536092.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -536095.937500 Penalty: 863.687683
	Iteration 119Q: 3 clusters Score -536095.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -536098.812500 Penalty: 863.687683
	Iteration 120F: 3 clusters Score -536098.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -536103.750000 Penalty: 863.687683
	Iteration 121Q: 3 clusters Score -536103.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -536107.437500 Penalty: 863.687683
	Iteration 122Q: 3 clusters Score -536107.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -536110.062500 Penalty: 863.687683
	Iteration 123Q: 3 clusters Score -536110.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -536112.187500 Penalty: 863.687683
	Iteration 124Q: 3 clusters Score -536112.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -536114.187500 Penalty: 863.687683
	Iteration 125Q: 3 clusters Score -536114.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -536117.375000 Penalty: 863.687683
	Iteration 126Q: 3 clusters Score -536117.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -536122.687500 Penalty: 863.687683
	Iteration 127Q: 3 clusters Score -536122.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -536128.187500 Penalty: 863.687683
	Iteration 128Q: 3 clusters Score -536128.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -536131.812500 Penalty: 863.687683
	Iteration 129Q: 3 clusters Score -536131.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -536134.750000 Penalty: 863.687683
	Iteration 130Q: 3 clusters Score -536134.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -536138.937500 Penalty: 863.687683
	Iteration 131Q: 3 clusters Score -536138.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -536139.812500 Penalty: 863.687683
	Iteration 132Q: 3 clusters Score -536139.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -536143.187500 Penalty: 863.687683
	Iteration 133Q: 3 clusters Score -536143.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -536146.312500 Penalty: 863.687683
	Iteration 134Q: 3 clusters Score -536146.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -536153.062500 Penalty: 863.687683
	Iteration 135Q: 3 clusters Score -536153.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -536162.562500 Penalty: 863.687683
	Iteration 136Q: 3 clusters Score -536162.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -536171.000000 Penalty: 863.687683
	Iteration 137Q: 3 clusters Score -536171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -536176.937500 Penalty: 863.687683
	Iteration 138Q: 3 clusters Score -536176.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -536182.562500 Penalty: 863.687683
	Iteration 139Q: 3 clusters Score -536182.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -536188.562500 Penalty: 863.687683
	Iteration 140F: 3 clusters Score -536188.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -536191.187500 Penalty: 863.687683
	Iteration 141Q: 3 clusters Score -536191.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -536193.437500 Penalty: 863.687683
	Iteration 142Q: 3 clusters Score -536193.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -536196.562500 Penalty: 863.687683
	Iteration 143Q: 3 clusters Score -536196.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -536198.250000 Penalty: 863.687683
	Iteration 144Q: 3 clusters Score -536198.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -536199.812500 Penalty: 863.687683
	Iteration 145Q: 3 clusters Score -536199.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -536202.375000 Penalty: 863.687683
	Iteration 146Q: 3 clusters Score -536202.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -536205.312500 Penalty: 863.687683
	Iteration 147Q: 3 clusters Score -536205.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -536207.125000 Penalty: 863.687683
	Iteration 148Q: 3 clusters Score -536207.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -536208.750000 Penalty: 863.687683
	Iteration 149Q: 3 clusters Score -536208.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -536212.250000 Penalty: 863.687683
	Iteration 150Q: 3 clusters Score -536212.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -536213.937500 Penalty: 863.687683
	Iteration 151Q: 3 clusters Score -536213.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -536215.937500 Penalty: 863.687683
	Iteration 152Q: 3 clusters Score -536215.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -536218.250000 Penalty: 863.687683
	Iteration 153Q: 3 clusters Score -536218.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -536220.625000 Penalty: 863.687683
	Iteration 154Q: 3 clusters Score -536220.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -536223.062500 Penalty: 863.687683
	Iteration 155Q: 3 clusters Score -536223.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -536224.625000 Penalty: 863.687683
	Iteration 156Q: 3 clusters Score -536224.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -536225.250000 Penalty: 863.687683
	Iteration 157Q: 3 clusters Score -536225.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -536227.875000 Penalty: 863.687683
	Iteration 158Q: 3 clusters Score -536227.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -536229.687500 Penalty: 863.687683
	Iteration 159Q: 3 clusters Score -536229.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -536230.062500 Penalty: 863.687683
	Iteration 160F: 3 clusters Score -536230.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -536231.375000 Penalty: 863.687683
	Iteration 161Q: 3 clusters Score -536231.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -536234.000000 Penalty: 863.687683
	Iteration 162Q: 3 clusters Score -536234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -536234.250000 Penalty: 863.687683
	Iteration 163Q: 3 clusters Score -536234.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -536235.000000 Penalty: 863.687683
	Iteration 164Q: 3 clusters Score -536235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -536238.437500 Penalty: 863.687683
	Iteration 165Q: 3 clusters Score -536238.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -536241.187500 Penalty: 863.687683
	Iteration 166Q: 3 clusters Score -536241.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -536245.062500 Penalty: 863.687683
	Iteration 167Q: 3 clusters Score -536245.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -536248.812500 Penalty: 863.687683
	Iteration 168Q: 3 clusters Score -536248.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -536252.125000 Penalty: 863.687683
	Iteration 169Q: 3 clusters Score -536252.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -536256.750000 Penalty: 863.687683
	Iteration 170Q: 3 clusters Score -536256.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -536259.375000 Penalty: 863.687683
	Iteration 171Q: 3 clusters Score -536259.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -536262.062500 Penalty: 863.687683
	Iteration 172Q: 3 clusters Score -536262.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -536264.187500 Penalty: 863.687683
	Iteration 173Q: 3 clusters Score -536264.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -536266.125000 Penalty: 863.687683
	Iteration 174Q: 3 clusters Score -536266.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -536266.312500 Penalty: 863.687683
	Iteration 175Q: 3 clusters Score -536266.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -536266.750000 Penalty: 863.687683
	Iteration 176Q: 3 clusters Score -536266.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -536267.375000 Penalty: 863.687683
	Iteration 177Q: 3 clusters Score -536267.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -536267.062500 Penalty: 863.687683
	Iteration 178Q: 3 clusters Score -536267.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -536267.125000 Penalty: 863.687683
	Iteration 179Q: 3 clusters Score -536267.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -536268.312500 Penalty: 863.687683
	Iteration 180F: 3 clusters Score -536268.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -536268.125000 Penalty: 863.687683
	Iteration 181Q: 3 clusters Score -536268.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -536267.937500 Penalty: 863.687683
	Iteration 182Q: 3 clusters Score -536267.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -536268.187500 Penalty: 863.687683
	Iteration 183Q: 3 clusters Score -536268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -536267.625000 Penalty: 863.687683
	Iteration 184Q: 3 clusters Score -536267.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -536268.125000 Penalty: 863.687683
	Iteration 185Q: 3 clusters Score -536268.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -536268.625000 Penalty: 863.687683
	Iteration 186Q: 3 clusters Score -536268.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -536269.125000 Penalty: 863.687683
	Iteration 187Q: 3 clusters Score -536269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -536269.187500 Penalty: 863.687683
	Iteration 188Q: 3 clusters Score -536269.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -536269.687500 Penalty: 863.687683
	Iteration 189Q: 3 clusters Score -536269.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -536269.500000 Penalty: 863.687683
	Iteration 190Q: 3 clusters Score -536269.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -536269.750000 Penalty: 863.687683
	Iteration 191Q: 3 clusters Score -536269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -536269.187500 Penalty: 863.687683
	Iteration 192Q: 3 clusters Score -536269.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -536269.375000 Penalty: 863.687683
	Iteration 193Q: 3 clusters Score -536269.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -536270.437500 Penalty: 863.687683
	Iteration 194Q: 3 clusters Score -536270.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -536270.125000 Penalty: 863.687683
	Iteration 195Q: 3 clusters Score -536270.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -536270.187500 Penalty: 863.687683
	Iteration 196Q: 3 clusters Score -536270.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -536271.062500 Penalty: 863.687683
	Iteration 197Q: 3 clusters Score -536271.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -536271.687500 Penalty: 863.687683
	Iteration 198Q: 3 clusters Score -536271.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -536272.062500 Penalty: 863.687683
	Iteration 199Q: 3 clusters Score -536272.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -536272.062500 Penalty: 863.687683
	Iteration 200F: 3 clusters Score -536272.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Entering Unmasked Estep 
Score: -538035.312500 Penalty: 434.380005
	Iteration 0F: 2 clusters Score -538035.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -528838.562500 Penalty: 868.760010
	Iteration 0F: 3 clusters Score -528838.6 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -532611.437500 Penalty: 868.760010
	Iteration 1F: 3 clusters Score -532611.4 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -533213.437500 Penalty: 868.760010
	Iteration 2F: 3 clusters Score -533213.4 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -534184.812500 Penalty: 868.760010
	Iteration 3F: 3 clusters Score -534184.8 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -535426.250000 Penalty: 868.760010
	Iteration 4F: 3 clusters Score -535426.2 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -536641.812500 Penalty: 868.760010
	Iteration 5F: 3 clusters Score -536641.8 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -537471.062500 Penalty: 868.760010
	Iteration 6F: 3 clusters Score -537471.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -537991.000000 Penalty: 868.760010
	Iteration 7Q: 3 clusters Score -537991 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -538260.250000 Penalty: 868.760010
	Iteration 8Q: 3 clusters Score -538260.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -538419.000000 Penalty: 868.760010
	Iteration 9Q: 3 clusters Score -538419 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -538497.687500 Penalty: 868.760010
	Iteration 10Q: 3 clusters Score -538497.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -538545.750000 Penalty: 868.760010
	Iteration 11Q: 3 clusters Score -538545.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -538574.062500 Penalty: 868.760010
	Iteration 12Q: 3 clusters Score -538574.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -538589.687500 Penalty: 868.760010
	Iteration 13Q: 3 clusters Score -538589.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -538594.937500 Penalty: 868.760010
	Iteration 14Q: 3 clusters Score -538594.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -538599.875000 Penalty: 868.760010
	Iteration 15Q: 3 clusters Score -538599.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -538606.937500 Penalty: 868.760010
	Iteration 16Q: 3 clusters Score -538606.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -538610.375000 Penalty: 868.760010
	Iteration 17Q: 3 clusters Score -538610.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -538613.250000 Penalty: 868.760010
	Iteration 18Q: 3 clusters Score -538613.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -538614.437500 Penalty: 868.760010
	Iteration 19Q: 3 clusters Score -538614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -538614.312500 Penalty: 868.760010
	Iteration 20F: 3 clusters Score -538614.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -538615.375000 Penalty: 868.760010
	Iteration 21Q: 3 clusters Score -538615.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -538615.875000 Penalty: 868.760010
	Iteration 22Q: 3 clusters Score -538615.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -538616.187500 Penalty: 868.760010
	Iteration 23Q: 3 clusters Score -538616.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -538616.062500 Penalty: 868.760010
	Iteration 24Q: 3 clusters Score -538616.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -538616.750000 Penalty: 868.760010
	Iteration 25Q: 3 clusters Score -538616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -538617.437500 Penalty: 868.760010
	Iteration 26Q: 3 clusters Score -538617.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -538619.125000 Penalty: 868.760010
	Iteration 27Q: 3 clusters Score -538619.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -538619.500000 Penalty: 868.760010
	Iteration 28Q: 3 clusters Score -538619.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -538620.250000 Penalty: 868.760010
	Iteration 29Q: 3 clusters Score -538620.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -538621.375000 Penalty: 868.760010
	Iteration 30Q: 3 clusters Score -538621.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -538621.875000 Penalty: 868.760010
	Iteration 31Q: 3 clusters Score -538621.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -538621.625000 Penalty: 868.760010
	Iteration 32Q: 3 clusters Score -538621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -538622.062500 Penalty: 868.760010
	Iteration 33Q: 3 clusters Score -538622.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -538622.375000 Penalty: 868.760010
	Iteration 34Q: 3 clusters Score -538622.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -538622.312500 Penalty: 868.760010
	Iteration 35Q: 3 clusters Score -538622.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -538623.500000 Penalty: 868.760010
	Iteration 36Q: 3 clusters Score -538623.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -538623.500000 Penalty: 868.760010
	Iteration 37F: 3 clusters Score -538623.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 3506 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 6990 members 
Mstep: Class 9 contains 284385 members 
Mstep: Class 10 contains 4746 members 
Mstep: Class 11 contains 13241 members 
Mstep: Class 12 contains 13712 members 
Mstep: Class 13 contains 17481 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 1728 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 3685 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3881 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 38414 members 
Mstep: Class 27 contains 60712 members 
Mstep: Class 28 contains 221761 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 874 members 
Mstep: Class 31 contains 965 members 
Mstep: Class 32 contains 1794 members 
Mstep: Class 33 contains 288 members 
Entering Unmasked Estep 
Score: -28330280.000000 Penalty: 20271.449219
Splitting cluster 12 changes total score from -28328118.000000 to -28330280.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 13 (17481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Entering Unmasked Estep 
Score: -714984.125000 Penalty: 444.483551
	Iteration 0F: 2 clusters Score -714984.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -703378.125000 Penalty: 888.967102
	Iteration 0F: 3 clusters Score -703378.1 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -708376.000000 Penalty: 888.967102
	Iteration 1F: 3 clusters Score -708376 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -709088.312500 Penalty: 888.967102
	Iteration 2F: 3 clusters Score -709088.3 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -709993.500000 Penalty: 888.967102
	Iteration 3F: 3 clusters Score -709993.5 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -710966.000000 Penalty: 888.967102
	Iteration 4F: 3 clusters Score -710966 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -711826.000000 Penalty: 888.967102
	Iteration 5F: 3 clusters Score -711826 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -712531.500000 Penalty: 888.967102
	Iteration 6Q: 3 clusters Score -712531.5 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -713014.625000 Penalty: 888.967102
	Iteration 7Q: 3 clusters Score -713014.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -713384.625000 Penalty: 888.967102
	Iteration 8Q: 3 clusters Score -713384.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -713682.937500 Penalty: 888.967102
	Iteration 9Q: 3 clusters Score -713682.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -713935.437500 Penalty: 888.967102
	Iteration 10Q: 3 clusters Score -713935.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -714129.312500 Penalty: 888.967102
	Iteration 11Q: 3 clusters Score -714129.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -714278.500000 Penalty: 888.967102
	Iteration 12Q: 3 clusters Score -714278.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -714398.812500 Penalty: 888.967102
	Iteration 13Q: 3 clusters Score -714398.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -714466.187500 Penalty: 888.967102
	Iteration 14Q: 3 clusters Score -714466.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -714522.000000 Penalty: 888.967102
	Iteration 15Q: 3 clusters Score -714522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -714552.250000 Penalty: 888.967102
	Iteration 16Q: 3 clusters Score -714552.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -714563.812500 Penalty: 888.967102
	Iteration 17Q: 3 clusters Score -714563.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -714568.937500 Penalty: 888.967102
	Iteration 18Q: 3 clusters Score -714568.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -714570.750000 Penalty: 888.967102
	Iteration 19Q: 3 clusters Score -714570.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -714574.187500 Penalty: 888.967102
	Iteration 20F: 3 clusters Score -714574.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -714577.875000 Penalty: 888.967102
	Iteration 21Q: 3 clusters Score -714577.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -714581.625000 Penalty: 888.967102
	Iteration 22Q: 3 clusters Score -714581.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -714584.375000 Penalty: 888.967102
	Iteration 23Q: 3 clusters Score -714584.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -714585.812500 Penalty: 888.967102
	Iteration 24Q: 3 clusters Score -714585.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -714586.000000 Penalty: 888.967102
	Iteration 25Q: 3 clusters Score -714586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -714586.937500 Penalty: 888.967102
	Iteration 26Q: 3 clusters Score -714586.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -714587.062500 Penalty: 888.967102
	Iteration 27Q: 3 clusters Score -714587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -714588.437500 Penalty: 888.967102
	Iteration 28Q: 3 clusters Score -714588.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -714592.562500 Penalty: 888.967102
	Iteration 29Q: 3 clusters Score -714592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -714593.812500 Penalty: 888.967102
	Iteration 30Q: 3 clusters Score -714593.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -714593.812500 Penalty: 888.967102
	Iteration 31Q: 3 clusters Score -714593.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -714594.937500 Penalty: 888.967102
	Iteration 32Q: 3 clusters Score -714594.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -714594.937500 Penalty: 888.967102
	Iteration 33F: 3 clusters Score -714594.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Entering Unmasked Estep 
Score: -161074.062500 Penalty: 383.301117
	Iteration 0F: 2 clusters Score -161074.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -158017.875000 Penalty: 766.602234
	Iteration 0F: 3 clusters Score -158017.9 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -159608.156250 Penalty: 766.602234
	Iteration 1F: 3 clusters Score -159608.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -159938.312500 Penalty: 766.602234
	Iteration 2F: 3 clusters Score -159938.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -160287.875000 Penalty: 766.602234
	Iteration 3F: 3 clusters Score -160287.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -160606.109375 Penalty: 766.602234
	Iteration 4F: 3 clusters Score -160606.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -160772.359375 Penalty: 766.602234
	Iteration 5F: 3 clusters Score -160772.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -160881.656250 Penalty: 766.602234
	Iteration 6Q: 3 clusters Score -160881.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -160984.937500 Penalty: 766.602234
	Iteration 7Q: 3 clusters Score -160984.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -161079.234375 Penalty: 766.602234
	Iteration 8Q: 3 clusters Score -161079.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -161186.593750 Penalty: 766.602234
	Iteration 9Q: 3 clusters Score -161186.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -161287.468750 Penalty: 766.602234
	Iteration 10Q: 3 clusters Score -161287.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -161405.562500 Penalty: 766.602234
	Iteration 11Q: 3 clusters Score -161405.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -161528.484375 Penalty: 766.602234
	Iteration 12Q: 3 clusters Score -161528.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -161600.296875 Penalty: 766.602234
	Iteration 13Q: 3 clusters Score -161600.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -161644.312500 Penalty: 766.602234
	Iteration 14Q: 3 clusters Score -161644.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -161672.843750 Penalty: 766.602234
	Iteration 15Q: 3 clusters Score -161672.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -161680.031250 Penalty: 766.602234
	Iteration 16Q: 3 clusters Score -161680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -161686.015625 Penalty: 766.602234
	Iteration 17Q: 3 clusters Score -161686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -161689.156250 Penalty: 766.602234
	Iteration 18Q: 3 clusters Score -161689.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -161691.515625 Penalty: 766.602234
	Iteration 19Q: 3 clusters Score -161691.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -161694.437500 Penalty: 766.602234
	Iteration 20F: 3 clusters Score -161694.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -161696.625000 Penalty: 766.602234
	Iteration 21Q: 3 clusters Score -161696.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -161697.281250 Penalty: 766.602234
	Iteration 22Q: 3 clusters Score -161697.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -161699.531250 Penalty: 766.602234
	Iteration 23Q: 3 clusters Score -161699.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -161702.281250 Penalty: 766.602234
	Iteration 24Q: 3 clusters Score -161702.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -161703.000000 Penalty: 766.602234
	Iteration 25Q: 3 clusters Score -161703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -161702.968750 Penalty: 766.602234
	Iteration 26Q: 3 clusters Score -161703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -161703.218750 Penalty: 766.602234
	Iteration 27Q: 3 clusters Score -161703.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -161703.281250 Penalty: 766.602234
	Iteration 28Q: 3 clusters Score -161703.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -161704.218750 Penalty: 766.602234
	Iteration 29Q: 3 clusters Score -161704.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -161704.781250 Penalty: 766.602234
	Iteration 30Q: 3 clusters Score -161704.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -161705.062500 Penalty: 766.602234
	Iteration 31Q: 3 clusters Score -161705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -161705.015625 Penalty: 766.602234
	Iteration 32Q: 3 clusters Score -161705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -161705.171875 Penalty: 766.602234
	Iteration 33Q: 3 clusters Score -161705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -161705.593750 Penalty: 766.602234
	Iteration 34Q: 3 clusters Score -161705.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -161705.531250 Penalty: 766.602234
	Iteration 35Q: 3 clusters Score -161705.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -161705.968750 Penalty: 766.602234
	Iteration 36Q: 3 clusters Score -161706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -161706.281250 Penalty: 766.602234
	Iteration 37Q: 3 clusters Score -161706.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -161706.546875 Penalty: 766.602234
	Iteration 38Q: 3 clusters Score -161706.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -161706.828125 Penalty: 766.602234
	Iteration 39Q: 3 clusters Score -161706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -161706.781250 Penalty: 766.602234
	Iteration 40F: 3 clusters Score -161706.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 3506 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 6990 members 
Mstep: Class 9 contains 284385 members 
Mstep: Class 10 contains 4746 members 
Mstep: Class 11 contains 13241 members 
Mstep: Class 12 contains 13712 members 
Mstep: Class 13 contains 17481 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 1728 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 3685 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3881 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 38414 members 
Mstep: Class 27 contains 60712 members 
Mstep: Class 28 contains 221761 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 874 members 
Mstep: Class 31 contains 965 members 
Mstep: Class 32 contains 1794 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 1910 members 
Entering Unmasked Estep 
Score: -28330648.000000 Penalty: 20885.734375
Splitting cluster 14 changes total score from -28328118.000000 to -28330648.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 15 (2271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Entering Unmasked Estep 
Score: -89334.179688 Penalty: 351.622894
	Iteration 0F: 2 clusters Score -89334.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -87733.718750 Penalty: 703.245789
	Iteration 0F: 3 clusters Score -87733.72 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -88318.054688 Penalty: 703.245789
	Iteration 1F: 3 clusters Score -88318.05 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -88438.398438 Penalty: 703.245789
	Iteration 2F: 3 clusters Score -88438.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -88527.164062 Penalty: 703.245789
	Iteration 3F: 3 clusters Score -88527.16 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -88579.882812 Penalty: 703.245789
	Iteration 4Q: 3 clusters Score -88579.88 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -88636.335938 Penalty: 703.245789
	Iteration 5Q: 3 clusters Score -88636.34 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -88710.960938 Penalty: 703.245789
	Iteration 6Q: 3 clusters Score -88710.96 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -88792.398438 Penalty: 703.245789
	Iteration 7Q: 3 clusters Score -88792.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -88845.695312 Penalty: 703.245789
	Iteration 8Q: 3 clusters Score -88845.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -88880.210938 Penalty: 703.245789
	Iteration 9Q: 3 clusters Score -88880.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -88902.460938 Penalty: 703.245789
	Iteration 10Q: 3 clusters Score -88902.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -88919.875000 Penalty: 703.245789
	Iteration 11Q: 3 clusters Score -88919.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -88932.609375 Penalty: 703.245789
	Iteration 12Q: 3 clusters Score -88932.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -88938.085938 Penalty: 703.245789
	Iteration 13Q: 3 clusters Score -88938.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -88943.460938 Penalty: 703.245789
	Iteration 14Q: 3 clusters Score -88943.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -88946.234375 Penalty: 703.245789
	Iteration 15Q: 3 clusters Score -88946.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -88950.046875 Penalty: 703.245789
	Iteration 16Q: 3 clusters Score -88950.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -88954.851562 Penalty: 703.245789
	Iteration 17Q: 3 clusters Score -88954.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -88959.875000 Penalty: 703.245789
	Iteration 18Q: 3 clusters Score -88959.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -88966.062500 Penalty: 703.245789
	Iteration 19Q: 3 clusters Score -88966.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -88971.273438 Penalty: 703.245789
	Iteration 20F: 3 clusters Score -88971.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -88973.679688 Penalty: 703.245789
	Iteration 21Q: 3 clusters Score -88973.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -88974.460938 Penalty: 703.245789
	Iteration 22Q: 3 clusters Score -88974.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -88974.460938 Penalty: 703.245789
	Iteration 23Q: 3 clusters Score -88974.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -88974.460938 Penalty: 703.245789
	Iteration 24F: 3 clusters Score -88974.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -66884.398438 Penalty: 339.189758
	Iteration 0F: 2 clusters Score -66884.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -65609.820312 Penalty: 678.379517
	Iteration 0F: 3 clusters Score -65609.82 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -66073.406250 Penalty: 678.379517
	Iteration 1F: 3 clusters Score -66073.41 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -66158.250000 Penalty: 678.379517
	Iteration 2F: 3 clusters Score -66158.25 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -66238.687500 Penalty: 678.379517
	Iteration 3F: 3 clusters Score -66238.69 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -66303.703125 Penalty: 678.379517
	Iteration 4Q: 3 clusters Score -66303.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -66350.734375 Penalty: 678.379517
	Iteration 5Q: 3 clusters Score -66350.73 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -66401.257812 Penalty: 678.379517
	Iteration 6Q: 3 clusters Score -66401.26 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -66447.078125 Penalty: 678.379517
	Iteration 7Q: 3 clusters Score -66447.08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -66481.312500 Penalty: 678.379517
	Iteration 8Q: 3 clusters Score -66481.31 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -66503.695312 Penalty: 678.379517
	Iteration 9Q: 3 clusters Score -66503.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -66519.656250 Penalty: 678.379517
	Iteration 10Q: 3 clusters Score -66519.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -66527.492188 Penalty: 678.379517
	Iteration 11Q: 3 clusters Score -66527.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -66541.632812 Penalty: 678.379517
	Iteration 12Q: 3 clusters Score -66541.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -66559.539062 Penalty: 678.379517
	Iteration 13Q: 3 clusters Score -66559.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -66573.632812 Penalty: 678.379517
	Iteration 14Q: 3 clusters Score -66573.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -66593.187500 Penalty: 678.379517
	Iteration 15Q: 3 clusters Score -66593.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66612.296875 Penalty: 678.379517
	Iteration 16Q: 3 clusters Score -66612.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66630.507812 Penalty: 678.379517
	Iteration 17Q: 3 clusters Score -66630.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66641.265625 Penalty: 678.379517
	Iteration 18Q: 3 clusters Score -66641.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66654.281250 Penalty: 678.379517
	Iteration 19Q: 3 clusters Score -66654.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66666.625000 Penalty: 678.379517
	Iteration 20F: 3 clusters Score -66666.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66675.226562 Penalty: 678.379517
	Iteration 21Q: 3 clusters Score -66675.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -66681.523438 Penalty: 678.379517
	Iteration 22Q: 3 clusters Score -66681.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -66688.140625 Penalty: 678.379517
	Iteration 23Q: 3 clusters Score -66688.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -66707.265625 Penalty: 678.379517
	Iteration 24Q: 3 clusters Score -66707.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -66737.539062 Penalty: 678.379517
	Iteration 25Q: 3 clusters Score -66737.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66752.382812 Penalty: 678.379517
	Iteration 26Q: 3 clusters Score -66752.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -66759.617188 Penalty: 678.379517
	Iteration 27Q: 3 clusters Score -66759.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -66762.250000 Penalty: 678.379517
	Iteration 28Q: 3 clusters Score -66762.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -66762.953125 Penalty: 678.379517
	Iteration 29Q: 3 clusters Score -66762.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -66762.953125 Penalty: 678.379517
	Iteration 30F: 3 clusters Score -66762.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Entering Unmasked Estep 
Score: -187680.375000 Penalty: 386.408325
	Iteration 0F: 2 clusters Score -187680.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -184363.671875 Penalty: 772.816650
	Iteration 0F: 3 clusters Score -184363.7 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -185740.281250 Penalty: 772.816650
	Iteration 1F: 3 clusters Score -185740.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -186018.765625 Penalty: 772.816650
	Iteration 2F: 3 clusters Score -186018.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -186307.593750 Penalty: 772.816650
	Iteration 3F: 3 clusters Score -186307.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -186563.750000 Penalty: 772.816650
	Iteration 4F: 3 clusters Score -186563.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -186739.062500 Penalty: 772.816650
	Iteration 5F: 3 clusters Score -186739.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -186848.390625 Penalty: 772.816650
	Iteration 6Q: 3 clusters Score -186848.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -186917.109375 Penalty: 772.816650
	Iteration 7Q: 3 clusters Score -186917.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -186949.531250 Penalty: 772.816650
	Iteration 8Q: 3 clusters Score -186949.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -186968.484375 Penalty: 772.816650
	Iteration 9Q: 3 clusters Score -186968.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -186990.421875 Penalty: 772.816650
	Iteration 10Q: 3 clusters Score -186990.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -187004.437500 Penalty: 772.816650
	Iteration 11Q: 3 clusters Score -187004.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -187016.968750 Penalty: 772.816650
	Iteration 12Q: 3 clusters Score -187017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -187027.062500 Penalty: 772.816650
	Iteration 13Q: 3 clusters Score -187027.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -187038.515625 Penalty: 772.816650
	Iteration 14Q: 3 clusters Score -187038.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -187044.703125 Penalty: 772.816650
	Iteration 15Q: 3 clusters Score -187044.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -187049.062500 Penalty: 772.816650
	Iteration 16Q: 3 clusters Score -187049.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -187053.484375 Penalty: 772.816650
	Iteration 17Q: 3 clusters Score -187053.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -187058.312500 Penalty: 772.816650
	Iteration 18Q: 3 clusters Score -187058.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -187065.203125 Penalty: 772.816650
	Iteration 19Q: 3 clusters Score -187065.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -187073.984375 Penalty: 772.816650
	Iteration 20F: 3 clusters Score -187074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -187082.296875 Penalty: 772.816650
	Iteration 21Q: 3 clusters Score -187082.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -187088.312500 Penalty: 772.816650
	Iteration 22Q: 3 clusters Score -187088.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -187093.343750 Penalty: 772.816650
	Iteration 23Q: 3 clusters Score -187093.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -187099.125000 Penalty: 772.816650
	Iteration 24Q: 3 clusters Score -187099.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -187103.234375 Penalty: 772.816650
	Iteration 25Q: 3 clusters Score -187103.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -187107.171875 Penalty: 772.816650
	Iteration 26Q: 3 clusters Score -187107.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -187110.078125 Penalty: 772.816650
	Iteration 27Q: 3 clusters Score -187110.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -187113.703125 Penalty: 772.816650
	Iteration 28Q: 3 clusters Score -187113.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -187114.578125 Penalty: 772.816650
	Iteration 29Q: 3 clusters Score -187114.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -187116.328125 Penalty: 772.816650
	Iteration 30Q: 3 clusters Score -187116.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -187117.156250 Penalty: 772.816650
	Iteration 31Q: 3 clusters Score -187117.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -187118.921875 Penalty: 772.816650
	Iteration 32Q: 3 clusters Score -187118.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -187120.093750 Penalty: 772.816650
	Iteration 33Q: 3 clusters Score -187120.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -187122.531250 Penalty: 772.816650
	Iteration 34Q: 3 clusters Score -187122.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -187125.984375 Penalty: 772.816650
	Iteration 35Q: 3 clusters Score -187126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -187129.015625 Penalty: 772.816650
	Iteration 36Q: 3 clusters Score -187129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -187132.468750 Penalty: 772.816650
	Iteration 37Q: 3 clusters Score -187132.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -187137.375000 Penalty: 772.816650
	Iteration 38Q: 3 clusters Score -187137.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -187140.859375 Penalty: 772.816650
	Iteration 39Q: 3 clusters Score -187140.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -187143.250000 Penalty: 772.816650
	Iteration 40F: 3 clusters Score -187143.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -187147.031250 Penalty: 772.816650
	Iteration 41Q: 3 clusters Score -187147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -187151.296875 Penalty: 772.816650
	Iteration 42Q: 3 clusters Score -187151.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -187155.015625 Penalty: 772.816650
	Iteration 43Q: 3 clusters Score -187155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -187158.859375 Penalty: 772.816650
	Iteration 44Q: 3 clusters Score -187158.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -187161.921875 Penalty: 772.816650
	Iteration 45Q: 3 clusters Score -187161.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -187164.562500 Penalty: 772.816650
	Iteration 46Q: 3 clusters Score -187164.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -187166.203125 Penalty: 772.816650
	Iteration 47Q: 3 clusters Score -187166.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -187168.375000 Penalty: 772.816650
	Iteration 48Q: 3 clusters Score -187168.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -187171.000000 Penalty: 772.816650
	Iteration 49Q: 3 clusters Score -187171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -187175.421875 Penalty: 772.816650
	Iteration 50Q: 3 clusters Score -187175.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -187179.109375 Penalty: 772.816650
	Iteration 51Q: 3 clusters Score -187179.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -187183.171875 Penalty: 772.816650
	Iteration 52Q: 3 clusters Score -187183.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -187188.734375 Penalty: 772.816650
	Iteration 53Q: 3 clusters Score -187188.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -187198.078125 Penalty: 772.816650
	Iteration 54Q: 3 clusters Score -187198.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -187206.390625 Penalty: 772.816650
	Iteration 55Q: 3 clusters Score -187206.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -187214.687500 Penalty: 772.816650
	Iteration 56Q: 3 clusters Score -187214.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -187222.562500 Penalty: 772.816650
	Iteration 57Q: 3 clusters Score -187222.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -187228.343750 Penalty: 772.816650
	Iteration 58Q: 3 clusters Score -187228.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -187232.343750 Penalty: 772.816650
	Iteration 59Q: 3 clusters Score -187232.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -187235.906250 Penalty: 772.816650
	Iteration 60F: 3 clusters Score -187235.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -187238.218750 Penalty: 772.816650
	Iteration 61Q: 3 clusters Score -187238.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -187240.171875 Penalty: 772.816650
	Iteration 62Q: 3 clusters Score -187240.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -187243.281250 Penalty: 772.816650
	Iteration 63Q: 3 clusters Score -187243.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -187247.046875 Penalty: 772.816650
	Iteration 64Q: 3 clusters Score -187247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -187249.359375 Penalty: 772.816650
	Iteration 65Q: 3 clusters Score -187249.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -187251.453125 Penalty: 772.816650
	Iteration 66Q: 3 clusters Score -187251.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -187253.203125 Penalty: 772.816650
	Iteration 67Q: 3 clusters Score -187253.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -187253.734375 Penalty: 772.816650
	Iteration 68Q: 3 clusters Score -187253.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -187255.203125 Penalty: 772.816650
	Iteration 69Q: 3 clusters Score -187255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -187255.281250 Penalty: 772.816650
	Iteration 70Q: 3 clusters Score -187255.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -187255.781250 Penalty: 772.816650
	Iteration 71Q: 3 clusters Score -187255.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -187255.765625 Penalty: 772.816650
	Iteration 72Q: 3 clusters Score -187255.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -187256.109375 Penalty: 772.816650
	Iteration 73Q: 3 clusters Score -187256.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -187256.296875 Penalty: 772.816650
	Iteration 74Q: 3 clusters Score -187256.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -187256.609375 Penalty: 772.816650
	Iteration 75Q: 3 clusters Score -187256.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -187256.578125 Penalty: 772.816650
	Iteration 76Q: 3 clusters Score -187256.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -187257.156250 Penalty: 772.816650
	Iteration 77Q: 3 clusters Score -187257.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -187257.656250 Penalty: 772.816650
	Iteration 78Q: 3 clusters Score -187257.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -187258.031250 Penalty: 772.816650
	Iteration 79Q: 3 clusters Score -187258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -187258.234375 Penalty: 772.816650
	Iteration 80F: 3 clusters Score -187258.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -187258.687500 Penalty: 772.816650
	Iteration 81Q: 3 clusters Score -187258.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -187259.015625 Penalty: 772.816650
	Iteration 82Q: 3 clusters Score -187259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -187259.125000 Penalty: 772.816650
	Iteration 83Q: 3 clusters Score -187259.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -187259.609375 Penalty: 772.816650
	Iteration 84Q: 3 clusters Score -187259.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -187259.828125 Penalty: 772.816650
	Iteration 85Q: 3 clusters Score -187259.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -187260.359375 Penalty: 772.816650
	Iteration 86Q: 3 clusters Score -187260.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -187260.562500 Penalty: 772.816650
	Iteration 87Q: 3 clusters Score -187260.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -187261.000000 Penalty: 772.816650
	Iteration 88Q: 3 clusters Score -187261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -187261.234375 Penalty: 772.816650
	Iteration 89Q: 3 clusters Score -187261.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -187261.734375 Penalty: 772.816650
	Iteration 90Q: 3 clusters Score -187261.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -187264.484375 Penalty: 772.816650
	Iteration 91Q: 3 clusters Score -187264.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -187265.421875 Penalty: 772.816650
	Iteration 92Q: 3 clusters Score -187265.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -187266.390625 Penalty: 772.816650
	Iteration 93Q: 3 clusters Score -187266.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -187266.796875 Penalty: 772.816650
	Iteration 94Q: 3 clusters Score -187266.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -187267.781250 Penalty: 772.816650
	Iteration 95Q: 3 clusters Score -187267.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -187269.031250 Penalty: 772.816650
	Iteration 96Q: 3 clusters Score -187269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -187270.468750 Penalty: 772.816650
	Iteration 97Q: 3 clusters Score -187270.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -187272.515625 Penalty: 772.816650
	Iteration 98Q: 3 clusters Score -187272.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -187273.437500 Penalty: 772.816650
	Iteration 99Q: 3 clusters Score -187273.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -187274.250000 Penalty: 772.816650
	Iteration 100F: 3 clusters Score -187274.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -187274.109375 Penalty: 772.816650
	Iteration 101Q: 3 clusters Score -187274.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -187274.109375 Penalty: 772.816650
	Iteration 102F: 3 clusters Score -187274.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Entering Unmasked Estep 
Score: -147297.265625 Penalty: 373.647156
	Iteration 0F: 2 clusters Score -147297.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -144786.468750 Penalty: 747.294312
	Iteration 0F: 3 clusters Score -144786.5 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -145756.421875 Penalty: 747.294312
	Iteration 1F: 3 clusters Score -145756.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -145891.406250 Penalty: 747.294312
	Iteration 2F: 3 clusters Score -145891.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -146042.343750 Penalty: 747.294312
	Iteration 3F: 3 clusters Score -146042.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -146214.312500 Penalty: 747.294312
	Iteration 4F: 3 clusters Score -146214.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -146397.265625 Penalty: 747.294312
	Iteration 5F: 3 clusters Score -146397.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -146575.375000 Penalty: 747.294312
	Iteration 6F: 3 clusters Score -146575.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -146683.781250 Penalty: 747.294312
	Iteration 7Q: 3 clusters Score -146683.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -146733.968750 Penalty: 747.294312
	Iteration 8Q: 3 clusters Score -146734 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -146760.421875 Penalty: 747.294312
	Iteration 9Q: 3 clusters Score -146760.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -146773.218750 Penalty: 747.294312
	Iteration 10Q: 3 clusters Score -146773.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -146785.062500 Penalty: 747.294312
	Iteration 11Q: 3 clusters Score -146785.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -146792.625000 Penalty: 747.294312
	Iteration 12Q: 3 clusters Score -146792.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -146798.546875 Penalty: 747.294312
	Iteration 13Q: 3 clusters Score -146798.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -146802.875000 Penalty: 747.294312
	Iteration 14Q: 3 clusters Score -146802.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -146807.500000 Penalty: 747.294312
	Iteration 15Q: 3 clusters Score -146807.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -146811.093750 Penalty: 747.294312
	Iteration 16Q: 3 clusters Score -146811.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -146813.468750 Penalty: 747.294312
	Iteration 17Q: 3 clusters Score -146813.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -146815.312500 Penalty: 747.294312
	Iteration 18Q: 3 clusters Score -146815.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -146816.328125 Penalty: 747.294312
	Iteration 19Q: 3 clusters Score -146816.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -146816.875000 Penalty: 747.294312
	Iteration 20F: 3 clusters Score -146816.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -146817.562500 Penalty: 747.294312
	Iteration 21Q: 3 clusters Score -146817.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -146818.609375 Penalty: 747.294312
	Iteration 22Q: 3 clusters Score -146818.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -146819.421875 Penalty: 747.294312
	Iteration 23Q: 3 clusters Score -146819.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -146819.718750 Penalty: 747.294312
	Iteration 24Q: 3 clusters Score -146819.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -146820.078125 Penalty: 747.294312
	Iteration 25Q: 3 clusters Score -146820.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -146820.281250 Penalty: 747.294312
	Iteration 26Q: 3 clusters Score -146820.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -146820.531250 Penalty: 747.294312
	Iteration 27Q: 3 clusters Score -146820.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -146820.578125 Penalty: 747.294312
	Iteration 28Q: 3 clusters Score -146820.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -146821.250000 Penalty: 747.294312
	Iteration 29Q: 3 clusters Score -146821.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -146821.890625 Penalty: 747.294312
	Iteration 30Q: 3 clusters Score -146821.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -146822.125000 Penalty: 747.294312
	Iteration 31Q: 3 clusters Score -146822.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -146823.140625 Penalty: 747.294312
	Iteration 32Q: 3 clusters Score -146823.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -146823.671875 Penalty: 747.294312
	Iteration 33Q: 3 clusters Score -146823.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -146823.796875 Penalty: 747.294312
	Iteration 34Q: 3 clusters Score -146823.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -146823.828125 Penalty: 747.294312
	Iteration 35Q: 3 clusters Score -146823.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -146824.250000 Penalty: 747.294312
	Iteration 36Q: 3 clusters Score -146824.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -146824.750000 Penalty: 747.294312
	Iteration 37Q: 3 clusters Score -146824.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -146825.015625 Penalty: 747.294312
	Iteration 38Q: 3 clusters Score -146825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -146825.046875 Penalty: 747.294312
	Iteration 39Q: 3 clusters Score -146825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -146825.078125 Penalty: 747.294312
	Iteration 40F: 3 clusters Score -146825.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -146825.062500 Penalty: 747.294312
	Iteration 41Q: 3 clusters Score -146825.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -146825.500000 Penalty: 747.294312
	Iteration 42Q: 3 clusters Score -146825.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -146825.765625 Penalty: 747.294312
	Iteration 43Q: 3 clusters Score -146825.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -146826.281250 Penalty: 747.294312
	Iteration 44Q: 3 clusters Score -146826.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -146826.968750 Penalty: 747.294312
	Iteration 45Q: 3 clusters Score -146827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -146828.218750 Penalty: 747.294312
	Iteration 46Q: 3 clusters Score -146828.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -146828.468750 Penalty: 747.294312
	Iteration 47Q: 3 clusters Score -146828.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -146828.843750 Penalty: 747.294312
	Iteration 48Q: 3 clusters Score -146828.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -146829.359375 Penalty: 747.294312
	Iteration 49Q: 3 clusters Score -146829.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -146829.421875 Penalty: 747.294312
	Iteration 50Q: 3 clusters Score -146829.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -146829.718750 Penalty: 747.294312
	Iteration 51Q: 3 clusters Score -146829.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -146830.140625 Penalty: 747.294312
	Iteration 52Q: 3 clusters Score -146830.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -146830.578125 Penalty: 747.294312
	Iteration 53Q: 3 clusters Score -146830.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -146830.609375 Penalty: 747.294312
	Iteration 54Q: 3 clusters Score -146830.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -146831.078125 Penalty: 747.294312
	Iteration 55Q: 3 clusters Score -146831.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -146831.078125 Penalty: 747.294312
	Iteration 56F: 3 clusters Score -146831.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Entering Unmasked Estep 
Score: -136845.343750 Penalty: 378.056671
	Iteration 0F: 2 clusters Score -136845.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -134116.000000 Penalty: 756.113342
	Iteration 0F: 3 clusters Score -134116 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -135577.046875 Penalty: 756.113342
	Iteration 1F: 3 clusters Score -135577 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -136098.500000 Penalty: 756.113342
	Iteration 2F: 3 clusters Score -136098.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -136554.125000 Penalty: 756.113342
	Iteration 3F: 3 clusters Score -136554.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -137040.937500 Penalty: 756.113342
	Iteration 4F: 3 clusters Score -137040.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -137407.078125 Penalty: 756.113342
	Iteration 5F: 3 clusters Score -137407.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -137561.046875 Penalty: 756.113342
	Iteration 6Q: 3 clusters Score -137561 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -137618.046875 Penalty: 756.113342
	Iteration 7Q: 3 clusters Score -137618 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -137641.671875 Penalty: 756.113342
	Iteration 8Q: 3 clusters Score -137641.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -137655.281250 Penalty: 756.113342
	Iteration 9Q: 3 clusters Score -137655.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -137665.656250 Penalty: 756.113342
	Iteration 10Q: 3 clusters Score -137665.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -137672.109375 Penalty: 756.113342
	Iteration 11Q: 3 clusters Score -137672.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -137680.046875 Penalty: 756.113342
	Iteration 12Q: 3 clusters Score -137680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -137695.609375 Penalty: 756.113342
	Iteration 13Q: 3 clusters Score -137695.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -137705.921875 Penalty: 756.113342
	Iteration 14Q: 3 clusters Score -137705.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -137715.531250 Penalty: 756.113342
	Iteration 15Q: 3 clusters Score -137715.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -137729.343750 Penalty: 756.113342
	Iteration 16Q: 3 clusters Score -137729.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -137743.171875 Penalty: 756.113342
	Iteration 17Q: 3 clusters Score -137743.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -137755.546875 Penalty: 756.113342
	Iteration 18Q: 3 clusters Score -137755.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -137766.656250 Penalty: 756.113342
	Iteration 19Q: 3 clusters Score -137766.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -137772.234375 Penalty: 756.113342
	Iteration 20F: 3 clusters Score -137772.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -137776.796875 Penalty: 756.113342
	Iteration 21Q: 3 clusters Score -137776.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -137780.562500 Penalty: 756.113342
	Iteration 22Q: 3 clusters Score -137780.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -137783.531250 Penalty: 756.113342
	Iteration 23Q: 3 clusters Score -137783.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -137786.375000 Penalty: 756.113342
	Iteration 24Q: 3 clusters Score -137786.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -137789.234375 Penalty: 756.113342
	Iteration 25Q: 3 clusters Score -137789.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -137791.125000 Penalty: 756.113342
	Iteration 26Q: 3 clusters Score -137791.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -137792.921875 Penalty: 756.113342
	Iteration 27Q: 3 clusters Score -137792.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -137794.437500 Penalty: 756.113342
	Iteration 28Q: 3 clusters Score -137794.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -137795.281250 Penalty: 756.113342
	Iteration 29Q: 3 clusters Score -137795.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -137795.656250 Penalty: 756.113342
	Iteration 30Q: 3 clusters Score -137795.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -137796.125000 Penalty: 756.113342
	Iteration 31Q: 3 clusters Score -137796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -137796.281250 Penalty: 756.113342
	Iteration 32Q: 3 clusters Score -137796.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -137796.562500 Penalty: 756.113342
	Iteration 33Q: 3 clusters Score -137796.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -137797.234375 Penalty: 756.113342
	Iteration 34Q: 3 clusters Score -137797.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -137797.578125 Penalty: 756.113342
	Iteration 35Q: 3 clusters Score -137797.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -137797.593750 Penalty: 756.113342
	Iteration 36Q: 3 clusters Score -137797.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -137797.984375 Penalty: 756.113342
	Iteration 37Q: 3 clusters Score -137798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -137798.828125 Penalty: 756.113342
	Iteration 38Q: 3 clusters Score -137798.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -137799.125000 Penalty: 756.113342
	Iteration 39Q: 3 clusters Score -137799.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -137799.312500 Penalty: 756.113342
	Iteration 40F: 3 clusters Score -137799.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -137799.890625 Penalty: 756.113342
	Iteration 41Q: 3 clusters Score -137799.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -137800.125000 Penalty: 756.113342
	Iteration 42Q: 3 clusters Score -137800.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -137801.125000 Penalty: 756.113342
	Iteration 43Q: 3 clusters Score -137801.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -137801.500000 Penalty: 756.113342
	Iteration 44Q: 3 clusters Score -137801.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -137802.203125 Penalty: 756.113342
	Iteration 45Q: 3 clusters Score -137802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -137802.093750 Penalty: 756.113342
	Iteration 46Q: 3 clusters Score -137802.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -137802.093750 Penalty: 756.113342
	Iteration 47F: 3 clusters Score -137802.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 3506 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 6990 members 
Mstep: Class 9 contains 284385 members 
Mstep: Class 10 contains 4746 members 
Mstep: Class 11 contains 13241 members 
Mstep: Class 12 contains 13712 members 
Mstep: Class 13 contains 17481 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 1728 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 3685 members 
Mstep: Class 19 contains 2786 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3881 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 38414 members 
Mstep: Class 27 contains 60712 members 
Mstep: Class 28 contains 221761 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 874 members 
Mstep: Class 31 contains 965 members 
Mstep: Class 32 contains 1794 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 1910 members 
Mstep: Class 35 contains 1274 members 
Entering Unmasked Estep 
Score: -28331362.000000 Penalty: 21500.021484
Splitting cluster 19 changes total score from -28328118.000000 to -28331362.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (3420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Entering Unmasked Estep 
Score: -135564.250000 Penalty: 370.251526
	Iteration 0F: 2 clusters Score -135564.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -133170.953125 Penalty: 740.503052
	Iteration 0F: 3 clusters Score -133171 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -134127.718750 Penalty: 740.503052
	Iteration 1F: 3 clusters Score -134127.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -134271.328125 Penalty: 740.503052
	Iteration 2F: 3 clusters Score -134271.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -134462.390625 Penalty: 740.503052
	Iteration 3F: 3 clusters Score -134462.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -134674.218750 Penalty: 740.503052
	Iteration 4F: 3 clusters Score -134674.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -134873.875000 Penalty: 740.503052
	Iteration 5F: 3 clusters Score -134873.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -135035.984375 Penalty: 740.503052
	Iteration 6F: 3 clusters Score -135036 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -135143.000000 Penalty: 740.503052
	Iteration 7Q: 3 clusters Score -135143 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -135204.156250 Penalty: 740.503052
	Iteration 8Q: 3 clusters Score -135204.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -135241.515625 Penalty: 740.503052
	Iteration 9Q: 3 clusters Score -135241.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -135264.046875 Penalty: 740.503052
	Iteration 10Q: 3 clusters Score -135264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -135280.703125 Penalty: 740.503052
	Iteration 11Q: 3 clusters Score -135280.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -135295.421875 Penalty: 740.503052
	Iteration 12Q: 3 clusters Score -135295.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -135305.062500 Penalty: 740.503052
	Iteration 13Q: 3 clusters Score -135305.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -135311.171875 Penalty: 740.503052
	Iteration 14Q: 3 clusters Score -135311.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -135316.828125 Penalty: 740.503052
	Iteration 15Q: 3 clusters Score -135316.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -135323.968750 Penalty: 740.503052
	Iteration 16Q: 3 clusters Score -135324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -135330.531250 Penalty: 740.503052
	Iteration 17Q: 3 clusters Score -135330.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -135338.109375 Penalty: 740.503052
	Iteration 18Q: 3 clusters Score -135338.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -135343.843750 Penalty: 740.503052
	Iteration 19Q: 3 clusters Score -135343.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -135347.562500 Penalty: 740.503052
	Iteration 20F: 3 clusters Score -135347.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -135351.265625 Penalty: 740.503052
	Iteration 21Q: 3 clusters Score -135351.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -135356.125000 Penalty: 740.503052
	Iteration 22Q: 3 clusters Score -135356.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -135360.687500 Penalty: 740.503052
	Iteration 23Q: 3 clusters Score -135360.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -135366.937500 Penalty: 740.503052
	Iteration 24Q: 3 clusters Score -135366.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -135372.890625 Penalty: 740.503052
	Iteration 25Q: 3 clusters Score -135372.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -135379.593750 Penalty: 740.503052
	Iteration 26Q: 3 clusters Score -135379.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -135388.234375 Penalty: 740.503052
	Iteration 27Q: 3 clusters Score -135388.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -135395.812500 Penalty: 740.503052
	Iteration 28Q: 3 clusters Score -135395.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -135400.250000 Penalty: 740.503052
	Iteration 29Q: 3 clusters Score -135400.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135404.250000 Penalty: 740.503052
	Iteration 30Q: 3 clusters Score -135404.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -135409.000000 Penalty: 740.503052
	Iteration 31Q: 3 clusters Score -135409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -135413.468750 Penalty: 740.503052
	Iteration 32Q: 3 clusters Score -135413.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -135416.515625 Penalty: 740.503052
	Iteration 33Q: 3 clusters Score -135416.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -135420.250000 Penalty: 740.503052
	Iteration 34Q: 3 clusters Score -135420.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -135425.171875 Penalty: 740.503052
	Iteration 35Q: 3 clusters Score -135425.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -135430.921875 Penalty: 740.503052
	Iteration 36Q: 3 clusters Score -135430.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -135433.671875 Penalty: 740.503052
	Iteration 37Q: 3 clusters Score -135433.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -135435.359375 Penalty: 740.503052
	Iteration 38Q: 3 clusters Score -135435.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -135436.468750 Penalty: 740.503052
	Iteration 39Q: 3 clusters Score -135436.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -135438.234375 Penalty: 740.503052
	Iteration 40F: 3 clusters Score -135438.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -135440.750000 Penalty: 740.503052
	Iteration 41Q: 3 clusters Score -135440.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -135441.687500 Penalty: 740.503052
	Iteration 42Q: 3 clusters Score -135441.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -135442.406250 Penalty: 740.503052
	Iteration 43Q: 3 clusters Score -135442.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -135442.406250 Penalty: 740.503052
	Iteration 44Q: 3 clusters Score -135442.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -135442.640625 Penalty: 740.503052
	Iteration 45Q: 3 clusters Score -135442.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -135443.000000 Penalty: 740.503052
	Iteration 46Q: 3 clusters Score -135443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -135443.046875 Penalty: 740.503052
	Iteration 47Q: 3 clusters Score -135443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -135443.203125 Penalty: 740.503052
	Iteration 48Q: 3 clusters Score -135443.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -135443.796875 Penalty: 740.503052
	Iteration 49Q: 3 clusters Score -135443.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -135444.343750 Penalty: 740.503052
	Iteration 50Q: 3 clusters Score -135444.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -135444.937500 Penalty: 740.503052
	Iteration 51Q: 3 clusters Score -135444.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -135445.593750 Penalty: 740.503052
	Iteration 52Q: 3 clusters Score -135445.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -135446.078125 Penalty: 740.503052
	Iteration 53Q: 3 clusters Score -135446.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -135446.078125 Penalty: 740.503052
	Iteration 54F: 3 clusters Score -135446.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Entering Unmasked Estep 
Score: -64904.425781 Penalty: 343.291168
	Iteration 0F: 2 clusters Score -64904.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -63585.644531 Penalty: 686.582336
	Iteration 0F: 3 clusters Score -63585.64 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -64423.386719 Penalty: 686.582336
	Iteration 1F: 3 clusters Score -64423.39 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -64754.132812 Penalty: 686.582336
	Iteration 2F: 3 clusters Score -64754.13 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -64968.449219 Penalty: 686.582336
	Iteration 3F: 3 clusters Score -64968.45 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -65116.523438 Penalty: 686.582336
	Iteration 4F: 3 clusters Score -65116.52 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -65191.761719 Penalty: 686.582336
	Iteration 5Q: 3 clusters Score -65191.76 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -65242.847656 Penalty: 686.582336
	Iteration 6Q: 3 clusters Score -65242.85 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -65288.671875 Penalty: 686.582336
	Iteration 7Q: 3 clusters Score -65288.67 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -65319.363281 Penalty: 686.582336
	Iteration 8Q: 3 clusters Score -65319.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -65343.964844 Penalty: 686.582336
	Iteration 9Q: 3 clusters Score -65343.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -65366.046875 Penalty: 686.582336
	Iteration 10Q: 3 clusters Score -65366.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -65376.589844 Penalty: 686.582336
	Iteration 11Q: 3 clusters Score -65376.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -65386.531250 Penalty: 686.582336
	Iteration 12Q: 3 clusters Score -65386.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -65392.507812 Penalty: 686.582336
	Iteration 13Q: 3 clusters Score -65392.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -65394.414062 Penalty: 686.582336
	Iteration 14Q: 3 clusters Score -65394.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -65395.167969 Penalty: 686.582336
	Iteration 15Q: 3 clusters Score -65395.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -65396.261719 Penalty: 686.582336
	Iteration 16Q: 3 clusters Score -65396.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -65396.640625 Penalty: 686.582336
	Iteration 17Q: 3 clusters Score -65396.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -65396.929688 Penalty: 686.582336
	Iteration 18Q: 3 clusters Score -65396.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -65397.210938 Penalty: 686.582336
	Iteration 19Q: 3 clusters Score -65397.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -65397.210938 Penalty: 686.582336
	Iteration 20F: 3 clusters Score -65397.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 3506 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 6990 members 
Mstep: Class 9 contains 284385 members 
Mstep: Class 10 contains 4746 members 
Mstep: Class 11 contains 13241 members 
Mstep: Class 12 contains 13712 members 
Mstep: Class 13 contains 17481 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 1728 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 3685 members 
Mstep: Class 19 contains 2786 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3881 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 38414 members 
Mstep: Class 27 contains 60712 members 
Mstep: Class 28 contains 221761 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 874 members 
Mstep: Class 31 contains 965 members 
Mstep: Class 32 contains 1794 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 1910 members 
Mstep: Class 35 contains 1274 members 
Mstep: Class 36 contains 798 members 
Entering Unmasked Estep 
Score: -28331604.000000 Penalty: 22114.306641
Splitting cluster 21 changes total score from -28328118.000000 to -28331604.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -123081.953125 Penalty: 363.817108
	Iteration 0F: 2 clusters Score -123082 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 1505 members 
Entering Unmasked Estep 
Score: -121052.125000 Penalty: 727.634216
	Iteration 0F: 3 clusters Score -121052.1 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -121842.609375 Penalty: 727.634216
	Iteration 1F: 3 clusters Score -121842.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -121958.429688 Penalty: 727.634216
	Iteration 2F: 3 clusters Score -121958.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -122055.429688 Penalty: 727.634216
	Iteration 3F: 3 clusters Score -122055.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -122174.656250 Penalty: 727.634216
	Iteration 4F: 3 clusters Score -122174.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -122317.992188 Penalty: 727.634216
	Iteration 5F: 3 clusters Score -122318 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -122455.429688 Penalty: 727.634216
	Iteration 6F: 3 clusters Score -122455.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -122544.304688 Penalty: 727.634216
	Iteration 7Q: 3 clusters Score -122544.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -122593.867188 Penalty: 727.634216
	Iteration 8Q: 3 clusters Score -122593.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -122622.062500 Penalty: 727.634216
	Iteration 9Q: 3 clusters Score -122622.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -122645.789062 Penalty: 727.634216
	Iteration 10Q: 3 clusters Score -122645.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -122666.023438 Penalty: 727.634216
	Iteration 11Q: 3 clusters Score -122666 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -122692.796875 Penalty: 727.634216
	Iteration 12Q: 3 clusters Score -122692.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -122706.593750 Penalty: 727.634216
	Iteration 13Q: 3 clusters Score -122706.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -122716.703125 Penalty: 727.634216
	Iteration 14Q: 3 clusters Score -122716.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -122737.164062 Penalty: 727.634216
	Iteration 15Q: 3 clusters Score -122737.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -122748.687500 Penalty: 727.634216
	Iteration 16Q: 3 clusters Score -122748.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -122758.265625 Penalty: 727.634216
	Iteration 17Q: 3 clusters Score -122758.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -122764.960938 Penalty: 727.634216
	Iteration 18Q: 3 clusters Score -122765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -122772.476562 Penalty: 727.634216
	Iteration 19Q: 3 clusters Score -122772.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -122777.070312 Penalty: 727.634216
	Iteration 20F: 3 clusters Score -122777.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -122779.765625 Penalty: 727.634216
	Iteration 21Q: 3 clusters Score -122779.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -122783.351562 Penalty: 727.634216
	Iteration 22Q: 3 clusters Score -122783.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -122786.804688 Penalty: 727.634216
	Iteration 23Q: 3 clusters Score -122786.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -122789.375000 Penalty: 727.634216
	Iteration 24Q: 3 clusters Score -122789.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -122791.281250 Penalty: 727.634216
	Iteration 25Q: 3 clusters Score -122791.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -122792.429688 Penalty: 727.634216
	Iteration 26Q: 3 clusters Score -122792.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -122793.109375 Penalty: 727.634216
	Iteration 27Q: 3 clusters Score -122793.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -122794.664062 Penalty: 727.634216
	Iteration 28Q: 3 clusters Score -122794.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -122795.132812 Penalty: 727.634216
	Iteration 29Q: 3 clusters Score -122795.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -122795.210938 Penalty: 727.634216
	Iteration 30Q: 3 clusters Score -122795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -122795.328125 Penalty: 727.634216
	Iteration 31Q: 3 clusters Score -122795.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -122795.351562 Penalty: 727.634216
	Iteration 32Q: 3 clusters Score -122795.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -122795.500000 Penalty: 727.634216
	Iteration 33Q: 3 clusters Score -122795.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -122795.476562 Penalty: 727.634216
	Iteration 34Q: 3 clusters Score -122795.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -122795.476562 Penalty: 727.634216
	Iteration 35F: 3 clusters Score -122795.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Entering Unmasked Estep 
Score: -144630.765625 Penalty: 373.200500
	Iteration 0F: 2 clusters Score -144630.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -142132.703125 Penalty: 746.401001
	Iteration 0F: 3 clusters Score -142132.7 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -143251.421875 Penalty: 746.401001
	Iteration 1F: 3 clusters Score -143251.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -143638.468750 Penalty: 746.401001
	Iteration 2F: 3 clusters Score -143638.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -143993.359375 Penalty: 746.401001
	Iteration 3F: 3 clusters Score -143993.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -144256.046875 Penalty: 746.401001
	Iteration 4F: 3 clusters Score -144256 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -144367.687500 Penalty: 746.401001
	Iteration 5Q: 3 clusters Score -144367.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -144408.671875 Penalty: 746.401001
	Iteration 6Q: 3 clusters Score -144408.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -144437.109375 Penalty: 746.401001
	Iteration 7Q: 3 clusters Score -144437.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -144461.718750 Penalty: 746.401001
	Iteration 8Q: 3 clusters Score -144461.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -144481.359375 Penalty: 746.401001
	Iteration 9Q: 3 clusters Score -144481.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -144496.500000 Penalty: 746.401001
	Iteration 10Q: 3 clusters Score -144496.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -144506.593750 Penalty: 746.401001
	Iteration 11Q: 3 clusters Score -144506.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -144514.093750 Penalty: 746.401001
	Iteration 12Q: 3 clusters Score -144514.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -144519.093750 Penalty: 746.401001
	Iteration 13Q: 3 clusters Score -144519.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -144522.875000 Penalty: 746.401001
	Iteration 14Q: 3 clusters Score -144522.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -144525.625000 Penalty: 746.401001
	Iteration 15Q: 3 clusters Score -144525.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -144527.093750 Penalty: 746.401001
	Iteration 16Q: 3 clusters Score -144527.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -144527.515625 Penalty: 746.401001
	Iteration 17Q: 3 clusters Score -144527.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -144528.390625 Penalty: 746.401001
	Iteration 18Q: 3 clusters Score -144528.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -144529.265625 Penalty: 746.401001
	Iteration 19Q: 3 clusters Score -144529.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -144530.437500 Penalty: 746.401001
	Iteration 20F: 3 clusters Score -144530.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -144530.531250 Penalty: 746.401001
	Iteration 21Q: 3 clusters Score -144530.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -144531.062500 Penalty: 746.401001
	Iteration 22Q: 3 clusters Score -144531.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -144531.140625 Penalty: 746.401001
	Iteration 23Q: 3 clusters Score -144531.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -144530.968750 Penalty: 746.401001
	Iteration 24Q: 3 clusters Score -144531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -144531.406250 Penalty: 746.401001
	Iteration 25Q: 3 clusters Score -144531.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -144531.562500 Penalty: 746.401001
	Iteration 26Q: 3 clusters Score -144531.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -144531.640625 Penalty: 746.401001
	Iteration 27Q: 3 clusters Score -144531.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -144531.734375 Penalty: 746.401001
	Iteration 28Q: 3 clusters Score -144531.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -144531.890625 Penalty: 746.401001
	Iteration 29Q: 3 clusters Score -144531.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -144531.890625 Penalty: 746.401001
	Iteration 30F: 3 clusters Score -144531.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -150176.796875 Penalty: 376.005096
	Iteration 0F: 2 clusters Score -150176.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -147523.937500 Penalty: 752.010193
	Iteration 0F: 3 clusters Score -147523.9 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -148489.125000 Penalty: 752.010193
	Iteration 1F: 3 clusters Score -148489.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -148673.921875 Penalty: 752.010193
	Iteration 2F: 3 clusters Score -148673.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -148827.312500 Penalty: 752.010193
	Iteration 3F: 3 clusters Score -148827.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -148967.921875 Penalty: 752.010193
	Iteration 4F: 3 clusters Score -148967.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -149112.312500 Penalty: 752.010193
	Iteration 5F: 3 clusters Score -149112.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -149250.953125 Penalty: 752.010193
	Iteration 6F: 3 clusters Score -149251 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -149378.484375 Penalty: 752.010193
	Iteration 7Q: 3 clusters Score -149378.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -149458.031250 Penalty: 752.010193
	Iteration 8Q: 3 clusters Score -149458 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -149511.546875 Penalty: 752.010193
	Iteration 9Q: 3 clusters Score -149511.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -149543.796875 Penalty: 752.010193
	Iteration 10Q: 3 clusters Score -149543.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -149560.093750 Penalty: 752.010193
	Iteration 11Q: 3 clusters Score -149560.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -149574.734375 Penalty: 752.010193
	Iteration 12Q: 3 clusters Score -149574.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -149591.203125 Penalty: 752.010193
	Iteration 13Q: 3 clusters Score -149591.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -149610.578125 Penalty: 752.010193
	Iteration 14Q: 3 clusters Score -149610.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -149631.000000 Penalty: 752.010193
	Iteration 15Q: 3 clusters Score -149631 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -149647.593750 Penalty: 752.010193
	Iteration 16Q: 3 clusters Score -149647.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -149661.265625 Penalty: 752.010193
	Iteration 17Q: 3 clusters Score -149661.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -149673.500000 Penalty: 752.010193
	Iteration 18Q: 3 clusters Score -149673.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -149684.578125 Penalty: 752.010193
	Iteration 19Q: 3 clusters Score -149684.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -149693.687500 Penalty: 752.010193
	Iteration 20F: 3 clusters Score -149693.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -149702.234375 Penalty: 752.010193
	Iteration 21Q: 3 clusters Score -149702.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -149711.343750 Penalty: 752.010193
	Iteration 22Q: 3 clusters Score -149711.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -149719.796875 Penalty: 752.010193
	Iteration 23Q: 3 clusters Score -149719.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -149729.296875 Penalty: 752.010193
	Iteration 24Q: 3 clusters Score -149729.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -149737.406250 Penalty: 752.010193
	Iteration 25Q: 3 clusters Score -149737.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -149743.937500 Penalty: 752.010193
	Iteration 26Q: 3 clusters Score -149743.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -149750.015625 Penalty: 752.010193
	Iteration 27Q: 3 clusters Score -149750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -149756.750000 Penalty: 752.010193
	Iteration 28Q: 3 clusters Score -149756.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -149763.609375 Penalty: 752.010193
	Iteration 29Q: 3 clusters Score -149763.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -149768.640625 Penalty: 752.010193
	Iteration 30Q: 3 clusters Score -149768.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -149772.687500 Penalty: 752.010193
	Iteration 31Q: 3 clusters Score -149772.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -149775.921875 Penalty: 752.010193
	Iteration 32Q: 3 clusters Score -149775.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -149779.500000 Penalty: 752.010193
	Iteration 33Q: 3 clusters Score -149779.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -149782.875000 Penalty: 752.010193
	Iteration 34Q: 3 clusters Score -149782.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -149787.031250 Penalty: 752.010193
	Iteration 35Q: 3 clusters Score -149787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -149788.843750 Penalty: 752.010193
	Iteration 36Q: 3 clusters Score -149788.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -149789.734375 Penalty: 752.010193
	Iteration 37Q: 3 clusters Score -149789.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -149791.921875 Penalty: 752.010193
	Iteration 38Q: 3 clusters Score -149791.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -149795.656250 Penalty: 752.010193
	Iteration 39Q: 3 clusters Score -149795.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -149799.468750 Penalty: 752.010193
	Iteration 40F: 3 clusters Score -149799.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -149802.843750 Penalty: 752.010193
	Iteration 41Q: 3 clusters Score -149802.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -149806.234375 Penalty: 752.010193
	Iteration 42Q: 3 clusters Score -149806.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -149810.421875 Penalty: 752.010193
	Iteration 43Q: 3 clusters Score -149810.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -149812.468750 Penalty: 752.010193
	Iteration 44Q: 3 clusters Score -149812.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -149815.406250 Penalty: 752.010193
	Iteration 45Q: 3 clusters Score -149815.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -149818.000000 Penalty: 752.010193
	Iteration 46Q: 3 clusters Score -149818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -149820.343750 Penalty: 752.010193
	Iteration 47Q: 3 clusters Score -149820.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -149823.218750 Penalty: 752.010193
	Iteration 48Q: 3 clusters Score -149823.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -149827.265625 Penalty: 752.010193
	Iteration 49Q: 3 clusters Score -149827.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -149834.953125 Penalty: 752.010193
	Iteration 50Q: 3 clusters Score -149835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -149841.250000 Penalty: 752.010193
	Iteration 51Q: 3 clusters Score -149841.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -149846.734375 Penalty: 752.010193
	Iteration 52Q: 3 clusters Score -149846.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -149852.078125 Penalty: 752.010193
	Iteration 53Q: 3 clusters Score -149852.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -149856.984375 Penalty: 752.010193
	Iteration 54Q: 3 clusters Score -149857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -149859.718750 Penalty: 752.010193
	Iteration 55Q: 3 clusters Score -149859.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -149860.562500 Penalty: 752.010193
	Iteration 56Q: 3 clusters Score -149860.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -149860.593750 Penalty: 752.010193
	Iteration 57Q: 3 clusters Score -149860.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -149860.984375 Penalty: 752.010193
	Iteration 58Q: 3 clusters Score -149861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -149861.140625 Penalty: 752.010193
	Iteration 59Q: 3 clusters Score -149861.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -149861.140625 Penalty: 752.010193
	Iteration 60F: 3 clusters Score -149861.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -28387.248047 Penalty: 302.528778
	Iteration 0F: 2 clusters Score -28387.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -27721.402344 Penalty: 605.057556
	Iteration 0F: 3 clusters Score -27721.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -27926.044922 Penalty: 605.057556
	Iteration 1F: 3 clusters Score -27926.04 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -27981.183594 Penalty: 605.057556
	Iteration 2F: 3 clusters Score -27981.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -28004.431641 Penalty: 605.057556
	Iteration 3Q: 3 clusters Score -28004.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -28016.957031 Penalty: 605.057556
	Iteration 4Q: 3 clusters Score -28016.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -28030.292969 Penalty: 605.057556
	Iteration 5Q: 3 clusters Score -28030.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -28037.617188 Penalty: 605.057556
	Iteration 6Q: 3 clusters Score -28037.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -28044.771484 Penalty: 605.057556
	Iteration 7Q: 3 clusters Score -28044.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -28050.503906 Penalty: 605.057556
	Iteration 8Q: 3 clusters Score -28050.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -28057.597656 Penalty: 605.057556
	Iteration 9Q: 3 clusters Score -28057.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -28064.404297 Penalty: 605.057556
	Iteration 10Q: 3 clusters Score -28064.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -28071.292969 Penalty: 605.057556
	Iteration 11Q: 3 clusters Score -28071.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -28074.560547 Penalty: 605.057556
	Iteration 12Q: 3 clusters Score -28074.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -28076.529297 Penalty: 605.057556
	Iteration 13Q: 3 clusters Score -28076.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -28081.345703 Penalty: 605.057556
	Iteration 14Q: 3 clusters Score -28081.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -28084.275391 Penalty: 605.057556
	Iteration 15Q: 3 clusters Score -28084.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -28087.728516 Penalty: 605.057556
	Iteration 16Q: 3 clusters Score -28087.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -28093.398438 Penalty: 605.057556
	Iteration 17Q: 3 clusters Score -28093.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -28097.810547 Penalty: 605.057556
	Iteration 18Q: 3 clusters Score -28097.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -28102.046875 Penalty: 605.057556
	Iteration 19Q: 3 clusters Score -28102.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -28107.898438 Penalty: 605.057556
	Iteration 20F: 3 clusters Score -28107.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -28116.972656 Penalty: 605.057556
	Iteration 21Q: 3 clusters Score -28116.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -28128.992188 Penalty: 605.057556
	Iteration 22Q: 3 clusters Score -28128.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -28144.673828 Penalty: 605.057556
	Iteration 23Q: 3 clusters Score -28144.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -28152.875000 Penalty: 605.057556
	Iteration 24Q: 3 clusters Score -28152.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -28156.011719 Penalty: 605.057556
	Iteration 25Q: 3 clusters Score -28156.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -28157.896484 Penalty: 605.057556
	Iteration 26Q: 3 clusters Score -28157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -28159.179688 Penalty: 605.057556
	Iteration 27Q: 3 clusters Score -28159.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -28160.277344 Penalty: 605.057556
	Iteration 28Q: 3 clusters Score -28160.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -28162.482422 Penalty: 605.057556
	Iteration 29Q: 3 clusters Score -28162.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -28165.166016 Penalty: 605.057556
	Iteration 30Q: 3 clusters Score -28165.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -28166.740234 Penalty: 605.057556
	Iteration 31Q: 3 clusters Score -28166.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -28167.550781 Penalty: 605.057556
	Iteration 32Q: 3 clusters Score -28167.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -28168.228516 Penalty: 605.057556
	Iteration 33Q: 3 clusters Score -28168.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -28169.738281 Penalty: 605.057556
	Iteration 34Q: 3 clusters Score -28169.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -28171.242188 Penalty: 605.057556
	Iteration 35Q: 3 clusters Score -28171.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -28174.160156 Penalty: 605.057556
	Iteration 36Q: 3 clusters Score -28174.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -28174.863281 Penalty: 605.057556
	Iteration 37Q: 3 clusters Score -28174.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -28174.863281 Penalty: 605.057556
	Iteration 38F: 3 clusters Score -28174.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (38414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Entering Unmasked Estep 
Score: -1428857.375000 Penalty: 480.306061
	Iteration 0F: 2 clusters Score -1428857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -1403335.000000 Penalty: 960.612122
	Iteration 0F: 3 clusters Score -1403335 nChanged 18370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -1420606.250000 Penalty: 960.612122
	Iteration 1F: 3 clusters Score -1420606 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -1430544.625000 Penalty: 960.612122
	Iteration 2F: 3 clusters Score -1430545 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -1437732.250000 Penalty: 960.612122
	Iteration 3F: 3 clusters Score -1437732 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -1440680.500000 Penalty: 960.612122
	Iteration 4F: 3 clusters Score -1440680 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -1442466.250000 Penalty: 960.612122
	Iteration 5Q: 3 clusters Score -1442466 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -1443052.375000 Penalty: 960.612122
	Iteration 6Q: 3 clusters Score -1443052 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -1443150.750000 Penalty: 960.612122
	Iteration 7Q: 3 clusters Score -1443151 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -1443175.000000 Penalty: 960.612122
	Iteration 8Q: 3 clusters Score -1443175 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -1443191.000000 Penalty: 960.612122
	Iteration 9Q: 3 clusters Score -1443191 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -1443197.375000 Penalty: 960.612122
	Iteration 10Q: 3 clusters Score -1443197 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -1443195.125000 Penalty: 960.612122
	Iteration 11Q: 3 clusters Score -1443195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -1443200.000000 Penalty: 960.612122
	Iteration 12Q: 3 clusters Score -1443200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -1443198.750000 Penalty: 960.612122
	Iteration 13Q: 3 clusters Score -1443199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -1443201.250000 Penalty: 960.612122
	Iteration 14Q: 3 clusters Score -1443201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -1443202.375000 Penalty: 960.612122
	Iteration 15Q: 3 clusters Score -1443202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -1443201.375000 Penalty: 960.612122
	Iteration 16Q: 3 clusters Score -1443201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -1443202.000000 Penalty: 960.612122
	Iteration 17Q: 3 clusters Score -1443202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -1443203.500000 Penalty: 960.612122
	Iteration 18Q: 3 clusters Score -1443204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -1443203.250000 Penalty: 960.612122
	Iteration 19Q: 3 clusters Score -1443203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -1443203.250000 Penalty: 960.612122
	Iteration 20F: 3 clusters Score -1443203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 3506 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 6990 members 
Mstep: Class 9 contains 284385 members 
Mstep: Class 10 contains 4746 members 
Mstep: Class 11 contains 13241 members 
Mstep: Class 12 contains 13712 members 
Mstep: Class 13 contains 17481 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 1728 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 3685 members 
Mstep: Class 19 contains 2786 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3881 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 10117 members 
Mstep: Class 27 contains 60712 members 
Mstep: Class 28 contains 221761 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 874 members 
Mstep: Class 31 contains 965 members 
Mstep: Class 32 contains 1794 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 1910 members 
Mstep: Class 35 contains 1274 members 
Mstep: Class 36 contains 798 members 
Mstep: Class 37 contains 28297 members 
Entering Unmasked Estep 
Score: -28345698.000000 Penalty: 22728.593750
Splitting cluster 26 changes total score from -28328118.000000 to -28345698.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 27 (60712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60712 members 
Entering Unmasked Estep 
Score: -2442054.250000 Penalty: 501.132324
	Iteration 0F: 2 clusters Score -2442054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -2401482.500000 Penalty: 1002.264648
	Iteration 0F: 3 clusters Score -2401482 nChanged 29483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -2420385.500000 Penalty: 1002.264648
	Iteration 1F: 3 clusters Score -2420386 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -2422306.500000 Penalty: 1002.264648
	Iteration 2F: 3 clusters Score -2422306 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -2424871.500000 Penalty: 1002.264648
	Iteration 3F: 3 clusters Score -2424872 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -2427926.000000 Penalty: 1002.264648
	Iteration 4F: 3 clusters Score -2427926 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -2431085.750000 Penalty: 1002.264648
	Iteration 5F: 3 clusters Score -2431086 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -2433983.250000 Penalty: 1002.264648
	Iteration 6F: 3 clusters Score -2433983 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -2436285.750000 Penalty: 1002.264648
	Iteration 7Q: 3 clusters Score -2436286 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -2437940.250000 Penalty: 1002.264648
	Iteration 8Q: 3 clusters Score -2437940 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -2438897.250000 Penalty: 1002.264648
	Iteration 9Q: 3 clusters Score -2438897 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -2439468.500000 Penalty: 1002.264648
	Iteration 10Q: 3 clusters Score -2439468 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -2439935.000000 Penalty: 1002.264648
	Iteration 11Q: 3 clusters Score -2439935 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 57316 members 
Entering Unmasked Estep 
Score: -2440277.500000 Penalty: 1002.264648
	Iteration 12Q: 3 clusters Score -2440278 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 57873 members 
Entering Unmasked Estep 
Score: -2440547.750000 Penalty: 1002.264648
	Iteration 13Q: 3 clusters Score -2440548 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 58343 members 
Entering Unmasked Estep 
Score: -2440785.500000 Penalty: 1002.264648
	Iteration 14Q: 3 clusters Score -2440786 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 58750 members 
Entering Unmasked Estep 
Score: -2440982.250000 Penalty: 1002.264648
	Iteration 15Q: 3 clusters Score -2440982 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -2441141.250000 Penalty: 1002.264648
	Iteration 16Q: 3 clusters Score -2441141 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -2441260.750000 Penalty: 1002.264648
	Iteration 17Q: 3 clusters Score -2441261 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 59546 members 
Entering Unmasked Estep 
Score: -2441347.750000 Penalty: 1002.264648
	Iteration 18Q: 3 clusters Score -2441348 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -2441413.500000 Penalty: 1002.264648
	Iteration 19Q: 3 clusters Score -2441414 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
Score: -2441478.750000 Penalty: 1002.264648
	Iteration 20F: 3 clusters Score -2441479 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -2441512.250000 Penalty: 1002.264648
	Iteration 21Q: 3 clusters Score -2441512 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 60002 members 
Entering Unmasked Estep 
Score: -2441526.250000 Penalty: 1002.264648
	Iteration 22Q: 3 clusters Score -2441526 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -2441543.500000 Penalty: 1002.264648
	Iteration 23Q: 3 clusters Score -2441544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 60114 members 
Entering Unmasked Estep 
Score: -2441568.750000 Penalty: 1002.264648
	Iteration 24Q: 3 clusters Score -2441569 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -2441589.000000 Penalty: 1002.264648
	Iteration 25Q: 3 clusters Score -2441589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 60195 members 
Entering Unmasked Estep 
Score: -2441600.250000 Penalty: 1002.264648
	Iteration 26Q: 3 clusters Score -2441600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -2441614.250000 Penalty: 1002.264648
	Iteration 27Q: 3 clusters Score -2441614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -2441622.250000 Penalty: 1002.264648
	Iteration 28Q: 3 clusters Score -2441622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 60267 members 
Entering Unmasked Estep 
Score: -2441631.000000 Penalty: 1002.264648
	Iteration 29Q: 3 clusters Score -2441631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -2441634.500000 Penalty: 1002.264648
	Iteration 30Q: 3 clusters Score -2441634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 60296 members 
Entering Unmasked Estep 
Score: -2441642.250000 Penalty: 1002.264648
	Iteration 31Q: 3 clusters Score -2441642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -2441647.750000 Penalty: 1002.264648
	Iteration 32Q: 3 clusters Score -2441648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 60333 members 
Entering Unmasked Estep 
Score: -2441659.500000 Penalty: 1002.264648
	Iteration 33Q: 3 clusters Score -2441660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -2441668.750000 Penalty: 1002.264648
	Iteration 34Q: 3 clusters Score -2441669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 60359 members 
Entering Unmasked Estep 
Score: -2441670.000000 Penalty: 1002.264648
	Iteration 35Q: 3 clusters Score -2441670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -2441673.500000 Penalty: 1002.264648
	Iteration 36Q: 3 clusters Score -2441674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -2441676.250000 Penalty: 1002.264648
	Iteration 37Q: 3 clusters Score -2441676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 60374 members 
Entering Unmasked Estep 
Score: -2441678.750000 Penalty: 1002.264648
	Iteration 38Q: 3 clusters Score -2441679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 60376 members 
Entering Unmasked Estep 
Score: -2441678.250000 Penalty: 1002.264648
	Iteration 39Q: 3 clusters Score -2441678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -2441680.250000 Penalty: 1002.264648
	Iteration 40F: 3 clusters Score -2441680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 60380 members 
Entering Unmasked Estep 
Score: -2441679.500000 Penalty: 1002.264648
	Iteration 41Q: 3 clusters Score -2441680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -2441679.250000 Penalty: 1002.264648
	Iteration 42Q: 3 clusters Score -2441679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -2441679.750000 Penalty: 1002.264648
	Iteration 43Q: 3 clusters Score -2441680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -2441679.750000 Penalty: 1002.264648
	Iteration 44F: 3 clusters Score -2441680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 3506 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 6990 members 
Mstep: Class 9 contains 284385 members 
Mstep: Class 10 contains 4746 members 
Mstep: Class 11 contains 13241 members 
Mstep: Class 12 contains 13712 members 
Mstep: Class 13 contains 17481 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 1728 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 3685 members 
Mstep: Class 19 contains 2786 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3881 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 10117 members 
Mstep: Class 27 contains 60712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347948.000000 Penalty: 22728.593750
Iteration 79Q: 38 clusters Score -2.834795e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 675 members 
Mstep: Class 3 contains 3516 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 6583 members 
Mstep: Class 6 contains 3563 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 6896 members 
Mstep: Class 9 contains 284639 members 
Mstep: Class 10 contains 4761 members 
Mstep: Class 11 contains 13456 members 
Mstep: Class 12 contains 13722 members 
Mstep: Class 13 contains 17625 members 
Mstep: Class 14 contains 2926 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5040 members 
Mstep: Class 18 contains 3694 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 20 contains 3432 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 3001 members 
Mstep: Class 23 contains 3650 members 
Mstep: Class 24 contains 3927 members 
Mstep: Class 25 contains 814 members 
Mstep: Class 26 contains 10222 members 
Mstep: Class 27 contains 60613 members 
Mstep: Class 28 contains 220786 members 
Mstep: Class 29 contains 6587 members 
Mstep: Class 30 contains 830 members 
Mstep: Class 31 contains 954 members 
Mstep: Class 32 contains 1859 members 
Mstep: Class 33 contains 312 members 
Mstep: Class 34 contains 1745 members 
Mstep: Class 35 contains 1314 members 
Mstep: Class 36 contains 751 members 
Mstep: Class 37 contains 28023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350032.000000 Penalty: 22728.593750
Iteration 80F: 38 clusters Score -2.835003e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 3501 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 6567 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 2332 members 
Mstep: Class 8 contains 6773 members 
Mstep: Class 9 contains 284203 members 
Mstep: Class 10 contains 4765 members 
Mstep: Class 11 contains 13589 members 
Mstep: Class 12 contains 13679 members 
Mstep: Class 13 contains 17721 members 
Mstep: Class 14 contains 2957 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 4714 members 
Mstep: Class 18 contains 3704 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3028 members 
Mstep: Class 23 contains 3638 members 
Mstep: Class 24 contains 3932 members 
Mstep: Class 25 contains 849 members 
Mstep: Class 26 contains 10237 members 
Mstep: Class 27 contains 60444 members 
Mstep: Class 28 contains 220613 members 
Mstep: Class 29 contains 6814 members 
Mstep: Class 30 contains 830 members 
Mstep: Class 31 contains 970 members 
Mstep: Class 32 contains 2095 members 
Mstep: Class 33 contains 359 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 759 members 
Mstep: Class 37 contains 28261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351158.000000 Penalty: 22728.593750
Iteration 81Q: 38 clusters Score -2.835116e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 677 members 
Mstep: Class 3 contains 3492 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 6566 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 7 contains 2341 members 
Mstep: Class 8 contains 6655 members 
Mstep: Class 9 contains 283926 members 
Mstep: Class 10 contains 4760 members 
Mstep: Class 11 contains 13716 members 
Mstep: Class 12 contains 13649 members 
Mstep: Class 13 contains 17835 members 
Mstep: Class 14 contains 3015 members 
Mstep: Class 15 contains 2285 members 
Mstep: Class 16 contains 1715 members 
Mstep: Class 17 contains 4494 members 
Mstep: Class 18 contains 3724 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 1100 members 
Mstep: Class 22 contains 3049 members 
Mstep: Class 23 contains 3620 members 
Mstep: Class 24 contains 3953 members 
Mstep: Class 25 contains 888 members 
Mstep: Class 26 contains 10244 members 
Mstep: Class 27 contains 60305 members 
Mstep: Class 28 contains 220387 members 
Mstep: Class 29 contains 6965 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 979 members 
Mstep: Class 32 contains 2237 members 
Mstep: Class 33 contains 387 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 1490 members 
Mstep: Class 36 contains 757 members 
Mstep: Class 37 contains 28421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351794.000000 Penalty: 22728.593750
Iteration 82Q: 38 clusters Score -2.835179e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 3488 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 6556 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 6549 members 
Mstep: Class 9 contains 283686 members 
Mstep: Class 10 contains 4753 members 
Mstep: Class 11 contains 13818 members 
Mstep: Class 12 contains 13619 members 
Mstep: Class 13 contains 17938 members 
Mstep: Class 14 contains 3110 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 1711 members 
Mstep: Class 17 contains 4330 members 
Mstep: Class 18 contains 3749 members 
Mstep: Class 19 contains 2604 members 
Mstep: Class 20 contains 3439 members 
Mstep: Class 21 contains 1100 members 
Mstep: Class 22 contains 3080 members 
Mstep: Class 23 contains 3614 members 
Mstep: Class 24 contains 3985 members 
Mstep: Class 25 contains 911 members 
Mstep: Class 26 contains 10249 members 
Mstep: Class 27 contains 60189 members 
Mstep: Class 28 contains 220139 members 
Mstep: Class 29 contains 7103 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 982 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 413 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 1527 members 
Mstep: Class 36 contains 760 members 
Mstep: Class 37 contains 28531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352130.000000 Penalty: 22728.593750
Iteration 83Q: 38 clusters Score -2.835213e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 686 members 
Mstep: Class 3 contains 3487 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 6549 members 
Mstep: Class 6 contains 3538 members 
Mstep: Class 7 contains 2356 members 
Mstep: Class 8 contains 6437 members 
Mstep: Class 9 contains 283488 members 
Mstep: Class 10 contains 4743 members 
Mstep: Class 11 contains 13889 members 
Mstep: Class 12 contains 13582 members 
Mstep: Class 13 contains 18057 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 1704 members 
Mstep: Class 17 contains 4214 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 2591 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 21 contains 1100 members 
Mstep: Class 22 contains 3098 members 
Mstep: Class 23 contains 3606 members 
Mstep: Class 24 contains 4009 members 
Mstep: Class 25 contains 933 members 
Mstep: Class 26 contains 10248 members 
Mstep: Class 27 contains 60072 members 
Mstep: Class 28 contains 219960 members 
Mstep: Class 29 contains 7216 members 
Mstep: Class 30 contains 823 members 
Mstep: Class 31 contains 991 members 
Mstep: Class 32 contains 2468 members 
Mstep: Class 33 contains 433 members 
Mstep: Class 34 contains 1794 members 
Mstep: Class 35 contains 1548 members 
Mstep: Class 36 contains 755 members 
Mstep: Class 37 contains 28625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352406.000000 Penalty: 22728.593750
Iteration 84Q: 38 clusters Score -2.835241e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 3481 members 
Mstep: Class 4 contains 1617 members 
Mstep: Class 5 contains 6540 members 
Mstep: Class 6 contains 3538 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 6344 members 
Mstep: Class 9 contains 283349 members 
Mstep: Class 10 contains 4734 members 
Mstep: Class 11 contains 13937 members 
Mstep: Class 12 contains 13560 members 
Mstep: Class 13 contains 18173 members 
Mstep: Class 14 contains 3283 members 
Mstep: Class 15 contains 2261 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 3807 members 
Mstep: Class 19 contains 2581 members 
Mstep: Class 20 contains 3434 members 
Mstep: Class 21 contains 1096 members 
Mstep: Class 22 contains 3112 members 
Mstep: Class 23 contains 3606 members 
Mstep: Class 24 contains 4032 members 
Mstep: Class 25 contains 951 members 
Mstep: Class 26 contains 10242 members 
Mstep: Class 27 contains 59976 members 
Mstep: Class 28 contains 219797 members 
Mstep: Class 29 contains 7304 members 
Mstep: Class 30 contains 809 members 
Mstep: Class 31 contains 1000 members 
Mstep: Class 32 contains 2576 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 1583 members 
Mstep: Class 36 contains 755 members 
Mstep: Class 37 contains 28696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352646.000000 Penalty: 22728.593750
Iteration 85Q: 38 clusters Score -2.835265e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 698 members 
Mstep: Class 3 contains 3475 members 
Mstep: Class 4 contains 1623 members 
Mstep: Class 5 contains 6541 members 
Mstep: Class 6 contains 3538 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 6218 members 
Mstep: Class 9 contains 283241 members 
Mstep: Class 10 contains 4734 members 
Mstep: Class 11 contains 13966 members 
Mstep: Class 12 contains 13542 members 
Mstep: Class 13 contains 18312 members 
Mstep: Class 14 contains 3341 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 17 contains 4044 members 
Mstep: Class 18 contains 3832 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 3436 members 
Mstep: Class 21 contains 1096 members 
Mstep: Class 22 contains 3115 members 
Mstep: Class 23 contains 3603 members 
Mstep: Class 24 contains 4045 members 
Mstep: Class 25 contains 965 members 
Mstep: Class 26 contains 10232 members 
Mstep: Class 27 contains 59891 members 
Mstep: Class 28 contains 219666 members 
Mstep: Class 29 contains 7371 members 
Mstep: Class 30 contains 804 members 
Mstep: Class 31 contains 1003 members 
Mstep: Class 32 contains 2662 members 
Mstep: Class 33 contains 460 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 1609 members 
Mstep: Class 36 contains 754 members 
Mstep: Class 37 contains 28754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352816.000000 Penalty: 22728.593750
Iteration 86Q: 38 clusters Score -2.835282e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 3471 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 6539 members 
Mstep: Class 6 contains 3534 members 
Mstep: Class 7 contains 2369 members 
Mstep: Class 8 contains 6079 members 
Mstep: Class 9 contains 283142 members 
Mstep: Class 10 contains 4732 members 
Mstep: Class 11 contains 14005 members 
Mstep: Class 12 contains 13520 members 
Mstep: Class 13 contains 18456 members 
Mstep: Class 14 contains 3394 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 1677 members 
Mstep: Class 17 contains 3986 members 
Mstep: Class 18 contains 3861 members 
Mstep: Class 19 contains 2564 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 1095 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 4048 members 
Mstep: Class 25 contains 977 members 
Mstep: Class 26 contains 10213 members 
Mstep: Class 27 contains 59820 members 
Mstep: Class 28 contains 219548 members 
Mstep: Class 29 contains 7430 members 
Mstep: Class 30 contains 800 members 
Mstep: Class 31 contains 1007 members 
Mstep: Class 32 contains 2749 members 
Mstep: Class 33 contains 473 members 
Mstep: Class 34 contains 1793 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 754 members 
Mstep: Class 37 contains 28807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353018.000000 Penalty: 22728.593750
Iteration 87Q: 38 clusters Score -2.835302e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 3464 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 6531 members 
Mstep: Class 6 contains 3533 members 
Mstep: Class 7 contains 2371 members 
Mstep: Class 8 contains 5929 members 
Mstep: Class 9 contains 283085 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 14039 members 
Mstep: Class 12 contains 13502 members 
Mstep: Class 13 contains 18618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 3937 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 2555 members 
Mstep: Class 20 contains 3455 members 
Mstep: Class 21 contains 1096 members 
Mstep: Class 22 contains 3127 members 
Mstep: Class 23 contains 3597 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 10192 members 
Mstep: Class 27 contains 59749 members 
Mstep: Class 28 contains 219421 members 
Mstep: Class 29 contains 7472 members 
Mstep: Class 30 contains 800 members 
Mstep: Class 31 contains 1012 members 
Mstep: Class 32 contains 2831 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1798 members 
Mstep: Class 35 contains 1641 members 
Mstep: Class 36 contains 753 members 
Mstep: Class 37 contains 28856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353134.000000 Penalty: 22728.593750
Iteration 88Q: 38 clusters Score -2.835313e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 3460 members 
Mstep: Class 4 contains 1637 members 
Mstep: Class 5 contains 6515 members 
Mstep: Class 6 contains 3530 members 
Mstep: Class 7 contains 2374 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 283059 members 
Mstep: Class 10 contains 4725 members 
Mstep: Class 11 contains 14078 members 
Mstep: Class 12 contains 13486 members 
Mstep: Class 13 contains 18785 members 
Mstep: Class 14 contains 3451 members 
Mstep: Class 15 contains 2274 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 3915 members 
Mstep: Class 19 contains 2546 members 
Mstep: Class 20 contains 3465 members 
Mstep: Class 21 contains 1096 members 
Mstep: Class 22 contains 3132 members 
Mstep: Class 23 contains 3587 members 
Mstep: Class 24 contains 4058 members 
Mstep: Class 25 contains 994 members 
Mstep: Class 26 contains 10172 members 
Mstep: Class 27 contains 59667 members 
Mstep: Class 28 contains 219314 members 
Mstep: Class 29 contains 7508 members 
Mstep: Class 30 contains 801 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 2895 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 1798 members 
Mstep: Class 35 contains 1658 members 
Mstep: Class 36 contains 755 members 
Mstep: Class 37 contains 28891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353210.000000 Penalty: 22728.593750
Iteration 89Q: 38 clusters Score -2.835321e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 3455 members 
Mstep: Class 4 contains 1640 members 
Mstep: Class 5 contains 6503 members 
Mstep: Class 6 contains 3527 members 
Mstep: Class 7 contains 2376 members 
Mstep: Class 8 contains 5636 members 
Mstep: Class 9 contains 283026 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 14114 members 
Mstep: Class 12 contains 13471 members 
Mstep: Class 13 contains 18955 members 
Mstep: Class 14 contains 3479 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 3940 members 
Mstep: Class 19 contains 2538 members 
Mstep: Class 20 contains 3472 members 
Mstep: Class 21 contains 1098 members 
Mstep: Class 22 contains 3137 members 
Mstep: Class 23 contains 3572 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 999 members 
Mstep: Class 26 contains 10157 members 
Mstep: Class 27 contains 59589 members 
Mstep: Class 28 contains 219219 members 
Mstep: Class 29 contains 7539 members 
Mstep: Class 30 contains 805 members 
Mstep: Class 31 contains 1017 members 
Mstep: Class 32 contains 2940 members 
Mstep: Class 33 contains 501 members 
Mstep: Class 34 contains 1799 members 
Mstep: Class 35 contains 1681 members 
Mstep: Class 36 contains 750 members 
Mstep: Class 37 contains 28912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353210.000000 Penalty: 22728.593750
Iteration 90Q: 38 clusters Score -2.835321e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 715 members 
Mstep: Class 3 contains 3444 members 
Mstep: Class 4 contains 1642 members 
Mstep: Class 5 contains 6492 members 
Mstep: Class 6 contains 3526 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 5488 members 
Mstep: Class 9 contains 283005 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 14154 members 
Mstep: Class 12 contains 13461 members 
Mstep: Class 13 contains 19133 members 
Mstep: Class 14 contains 3485 members 
Mstep: Class 15 contains 2285 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 3851 members 
Mstep: Class 18 contains 3974 members 
Mstep: Class 19 contains 2533 members 
Mstep: Class 20 contains 3473 members 
Mstep: Class 21 contains 1099 members 
Mstep: Class 22 contains 3138 members 
Mstep: Class 23 contains 3558 members 
Mstep: Class 24 contains 4049 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 10148 members 
Mstep: Class 27 contains 59513 members 
Mstep: Class 28 contains 219139 members 
Mstep: Class 29 contains 7573 members 
Mstep: Class 30 contains 806 members 
Mstep: Class 31 contains 1020 members 
Mstep: Class 32 contains 2983 members 
Mstep: Class 33 contains 506 members 
Mstep: Class 34 contains 1800 members 
Mstep: Class 35 contains 1696 members 
Mstep: Class 36 contains 748 members 
Mstep: Class 37 contains 28930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353378.000000 Penalty: 22728.593750
Iteration 91Q: 38 clusters Score -2.835338e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 717 members 
Mstep: Class 3 contains 3441 members 
Mstep: Class 4 contains 1647 members 
Mstep: Class 5 contains 6478 members 
Mstep: Class 6 contains 3524 members 
Mstep: Class 7 contains 2379 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 282974 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 14196 members 
Mstep: Class 12 contains 13459 members 
Mstep: Class 13 contains 19323 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 17 contains 3828 members 
Mstep: Class 18 contains 3995 members 
Mstep: Class 19 contains 2530 members 
Mstep: Class 20 contains 3476 members 
Mstep: Class 21 contains 1099 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3536 members 
Mstep: Class 24 contains 4046 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 10140 members 
Mstep: Class 27 contains 59439 members 
Mstep: Class 28 contains 219061 members 
Mstep: Class 29 contains 7613 members 
Mstep: Class 30 contains 809 members 
Mstep: Class 31 contains 1023 members 
Mstep: Class 32 contains 3018 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 1797 members 
Mstep: Class 35 contains 1705 members 
Mstep: Class 36 contains 747 members 
Mstep: Class 37 contains 28950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353386.000000 Penalty: 22728.593750
Iteration 92Q: 38 clusters Score -2.835339e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 719 members 
Mstep: Class 3 contains 3441 members 
Mstep: Class 4 contains 1651 members 
Mstep: Class 5 contains 6470 members 
Mstep: Class 6 contains 3523 members 
Mstep: Class 7 contains 2380 members 
Mstep: Class 8 contains 5191 members 
Mstep: Class 9 contains 282947 members 
Mstep: Class 10 contains 4714 members 
Mstep: Class 11 contains 14236 members 
Mstep: Class 12 contains 13457 members 
Mstep: Class 13 contains 19508 members 
Mstep: Class 14 contains 3520 members 
Mstep: Class 15 contains 2283 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 4014 members 
Mstep: Class 19 contains 2528 members 
Mstep: Class 20 contains 3480 members 
Mstep: Class 21 contains 1098 members 
Mstep: Class 22 contains 3144 members 
Mstep: Class 23 contains 3524 members 
Mstep: Class 24 contains 4048 members 
Mstep: Class 25 contains 1011 members 
Mstep: Class 26 contains 10128 members 
Mstep: Class 27 contains 59368 members 
Mstep: Class 28 contains 218974 members 
Mstep: Class 29 contains 7648 members 
Mstep: Class 30 contains 805 members 
Mstep: Class 31 contains 1027 members 
Mstep: Class 32 contains 3057 members 
Mstep: Class 33 contains 512 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 1708 members 
Mstep: Class 36 contains 748 members 
Mstep: Class 37 contains 28973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353384.000000 Penalty: 22728.593750
Iteration 93Q: 38 clusters Score -2.835338e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 3442 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 3523 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 5049 members 
Mstep: Class 9 contains 282941 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 14266 members 
Mstep: Class 12 contains 13453 members 
Mstep: Class 13 contains 19656 members 
Mstep: Class 14 contains 3545 members 
Mstep: Class 15 contains 2285 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 3791 members 
Mstep: Class 18 contains 4030 members 
Mstep: Class 19 contains 2528 members 
Mstep: Class 20 contains 3490 members 
Mstep: Class 21 contains 1099 members 
Mstep: Class 22 contains 3145 members 
Mstep: Class 23 contains 3517 members 
Mstep: Class 24 contains 4048 members 
Mstep: Class 25 contains 1014 members 
Mstep: Class 26 contains 10115 members 
Mstep: Class 27 contains 59313 members 
Mstep: Class 28 contains 218893 members 
Mstep: Class 29 contains 7678 members 
Mstep: Class 30 contains 799 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 3092 members 
Mstep: Class 33 contains 515 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 1710 members 
Mstep: Class 36 contains 745 members 
Mstep: Class 37 contains 28988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353520.000000 Penalty: 22728.593750
Iteration 94Q: 38 clusters Score -2.835352e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 3451 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 6442 members 
Mstep: Class 6 contains 3524 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 4900 members 
Mstep: Class 9 contains 282925 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 14300 members 
Mstep: Class 12 contains 13445 members 
Mstep: Class 13 contains 19832 members 
Mstep: Class 14 contains 3581 members 
Mstep: Class 15 contains 2288 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 17 contains 3776 members 
Mstep: Class 18 contains 4049 members 
Mstep: Class 19 contains 2524 members 
Mstep: Class 20 contains 3497 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3146 members 
Mstep: Class 23 contains 3505 members 
Mstep: Class 24 contains 4047 members 
Mstep: Class 25 contains 1021 members 
Mstep: Class 26 contains 10102 members 
Mstep: Class 27 contains 59238 members 
Mstep: Class 28 contains 218804 members 
Mstep: Class 29 contains 7701 members 
Mstep: Class 30 contains 798 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 3137 members 
Mstep: Class 33 contains 518 members 
Mstep: Class 34 contains 1792 members 
Mstep: Class 35 contains 1717 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 29004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353612.000000 Penalty: 22728.593750
Iteration 95Q: 38 clusters Score -2.835361e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 733 members 
Mstep: Class 3 contains 3458 members 
Mstep: Class 4 contains 1656 members 
Mstep: Class 5 contains 6439 members 
Mstep: Class 6 contains 3526 members 
Mstep: Class 7 contains 2381 members 
Mstep: Class 8 contains 4767 members 
Mstep: Class 9 contains 282907 members 
Mstep: Class 10 contains 4714 members 
Mstep: Class 11 contains 14319 members 
Mstep: Class 12 contains 13441 members 
Mstep: Class 13 contains 19988 members 
Mstep: Class 14 contains 3610 members 
Mstep: Class 15 contains 2291 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 18 contains 4066 members 
Mstep: Class 19 contains 2519 members 
Mstep: Class 20 contains 3508 members 
Mstep: Class 21 contains 1103 members 
Mstep: Class 22 contains 3146 members 
Mstep: Class 23 contains 3492 members 
Mstep: Class 24 contains 4045 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 59167 members 
Mstep: Class 28 contains 218742 members 
Mstep: Class 29 contains 7720 members 
Mstep: Class 30 contains 797 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 3176 members 
Mstep: Class 33 contains 521 members 
Mstep: Class 34 contains 1793 members 
Mstep: Class 35 contains 1721 members 
Mstep: Class 36 contains 740 members 
Mstep: Class 37 contains 29020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353714.000000 Penalty: 22728.593750
Iteration 96Q: 38 clusters Score -2.835371e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 3460 members 
Mstep: Class 4 contains 1660 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 3526 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 4652 members 
Mstep: Class 9 contains 282888 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 14339 members 
Mstep: Class 12 contains 13438 members 
Mstep: Class 13 contains 20133 members 
Mstep: Class 14 contains 3628 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 17 contains 3747 members 
Mstep: Class 18 contains 4076 members 
Mstep: Class 19 contains 2514 members 
Mstep: Class 20 contains 3523 members 
Mstep: Class 21 contains 1103 members 
Mstep: Class 22 contains 3146 members 
Mstep: Class 23 contains 3485 members 
Mstep: Class 24 contains 4046 members 
Mstep: Class 25 contains 1029 members 
Mstep: Class 26 contains 10074 members 
Mstep: Class 27 contains 59106 members 
Mstep: Class 28 contains 218679 members 
Mstep: Class 29 contains 7738 members 
Mstep: Class 30 contains 796 members 
Mstep: Class 31 contains 1033 members 
Mstep: Class 32 contains 3200 members 
Mstep: Class 33 contains 525 members 
Mstep: Class 34 contains 1798 members 
Mstep: Class 35 contains 1725 members 
Mstep: Class 36 contains 738 members 
Mstep: Class 37 contains 29035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353748.000000 Penalty: 22728.593750
Iteration 97Q: 38 clusters Score -2.835375e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 745 members 
Mstep: Class 3 contains 3463 members 
Mstep: Class 4 contains 1661 members 
Mstep: Class 5 contains 6431 members 
Mstep: Class 6 contains 3525 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 4544 members 
Mstep: Class 9 contains 282869 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 14350 members 
Mstep: Class 12 contains 13429 members 
Mstep: Class 13 contains 20265 members 
Mstep: Class 14 contains 3648 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 3734 members 
Mstep: Class 18 contains 4084 members 
Mstep: Class 19 contains 2511 members 
Mstep: Class 20 contains 3534 members 
Mstep: Class 21 contains 1103 members 
Mstep: Class 22 contains 3145 members 
Mstep: Class 23 contains 3476 members 
Mstep: Class 24 contains 4051 members 
Mstep: Class 25 contains 1035 members 
Mstep: Class 26 contains 10065 members 
Mstep: Class 27 contains 59050 members 
Mstep: Class 28 contains 218646 members 
Mstep: Class 29 contains 7755 members 
Mstep: Class 30 contains 795 members 
Mstep: Class 31 contains 1033 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 528 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 1726 members 
Mstep: Class 36 contains 738 members 
Mstep: Class 37 contains 29048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353832.000000 Penalty: 22728.593750
Iteration 98Q: 38 clusters Score -2.835383e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 749 members 
Mstep: Class 3 contains 3469 members 
Mstep: Class 4 contains 1661 members 
Mstep: Class 5 contains 6430 members 
Mstep: Class 6 contains 3526 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 4426 members 
Mstep: Class 9 contains 282849 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 14353 members 
Mstep: Class 12 contains 13418 members 
Mstep: Class 13 contains 20414 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 2291 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 4093 members 
Mstep: Class 19 contains 2508 members 
Mstep: Class 20 contains 3552 members 
Mstep: Class 21 contains 1104 members 
Mstep: Class 22 contains 3144 members 
Mstep: Class 23 contains 3468 members 
Mstep: Class 24 contains 4051 members 
Mstep: Class 25 contains 1037 members 
Mstep: Class 26 contains 10050 members 
Mstep: Class 27 contains 58984 members 
Mstep: Class 28 contains 218633 members 
Mstep: Class 29 contains 7773 members 
Mstep: Class 30 contains 795 members 
Mstep: Class 31 contains 1033 members 
Mstep: Class 32 contains 3242 members 
Mstep: Class 33 contains 532 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 738 members 
Mstep: Class 37 contains 29055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353860.000000 Penalty: 22728.593750
Iteration 99Q: 38 clusters Score -2.835386e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 754 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 1661 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 3528 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 4317 members 
Mstep: Class 9 contains 282837 members 
Mstep: Class 10 contains 4716 members 
Mstep: Class 11 contains 14344 members 
Mstep: Class 12 contains 13409 members 
Mstep: Class 13 contains 20555 members 
Mstep: Class 14 contains 3668 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 18 contains 4102 members 
Mstep: Class 19 contains 2509 members 
Mstep: Class 20 contains 3566 members 
Mstep: Class 21 contains 1106 members 
Mstep: Class 22 contains 3145 members 
Mstep: Class 23 contains 3467 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 1038 members 
Mstep: Class 26 contains 10032 members 
Mstep: Class 27 contains 58928 members 
Mstep: Class 28 contains 218613 members 
Mstep: Class 29 contains 7795 members 
Mstep: Class 30 contains 795 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 3249 members 
Mstep: Class 33 contains 534 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 738 members 
Mstep: Class 37 contains 29066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354030.000000 Penalty: 22728.593750
Iteration 100F: 38 clusters Score -2.835403e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 1662 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 3533 members 
Mstep: Class 7 contains 2381 members 
Mstep: Class 8 contains 4213 members 
Mstep: Class 9 contains 282822 members 
Mstep: Class 10 contains 4716 members 
Mstep: Class 11 contains 14335 members 
Mstep: Class 12 contains 13403 members 
Mstep: Class 13 contains 20699 members 
Mstep: Class 14 contains 3659 members 
Mstep: Class 15 contains 2285 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 3703 members 
Mstep: Class 18 contains 4121 members 
Mstep: Class 19 contains 2509 members 
Mstep: Class 20 contains 3569 members 
Mstep: Class 21 contains 1110 members 
Mstep: Class 22 contains 3145 members 
Mstep: Class 23 contains 3467 members 
Mstep: Class 24 contains 4058 members 
Mstep: Class 25 contains 1040 members 
Mstep: Class 26 contains 10026 members 
Mstep: Class 27 contains 58878 members 
Mstep: Class 28 contains 218580 members 
Mstep: Class 29 contains 7818 members 
Mstep: Class 30 contains 807 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 3277 members 
Mstep: Class 33 contains 537 members 
Mstep: Class 34 contains 1794 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 29070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354220.000000 Penalty: 22728.593750
Iteration 101Q: 38 clusters Score -2.835422e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 768 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 1664 members 
Mstep: Class 5 contains 6416 members 
Mstep: Class 6 contains 3534 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 4087 members 
Mstep: Class 9 contains 282816 members 
Mstep: Class 10 contains 4716 members 
Mstep: Class 11 contains 14325 members 
Mstep: Class 12 contains 13402 members 
Mstep: Class 13 contains 20848 members 
Mstep: Class 14 contains 3655 members 
Mstep: Class 15 contains 2286 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 3696 members 
Mstep: Class 18 contains 4129 members 
Mstep: Class 19 contains 2510 members 
Mstep: Class 20 contains 3574 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 3145 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 4060 members 
Mstep: Class 25 contains 1049 members 
Mstep: Class 26 contains 10021 members 
Mstep: Class 27 contains 58848 members 
Mstep: Class 28 contains 218565 members 
Mstep: Class 29 contains 7836 members 
Mstep: Class 30 contains 797 members 
Mstep: Class 31 contains 1026 members 
Mstep: Class 32 contains 3293 members 
Mstep: Class 33 contains 539 members 
Mstep: Class 34 contains 1792 members 
Mstep: Class 35 contains 1734 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 29075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354232.000000 Penalty: 22728.593750
Iteration 102Q: 38 clusters Score -2.835423e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 3475 members 
Mstep: Class 4 contains 1667 members 
Mstep: Class 5 contains 6412 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 7 contains 2385 members 
Mstep: Class 8 contains 3981 members 
Mstep: Class 9 contains 282802 members 
Mstep: Class 10 contains 4714 members 
Mstep: Class 11 contains 14323 members 
Mstep: Class 12 contains 13395 members 
Mstep: Class 13 contains 20978 members 
Mstep: Class 14 contains 3651 members 
Mstep: Class 15 contains 2286 members 
Mstep: Class 16 contains 1685 members 
Mstep: Class 17 contains 3691 members 
Mstep: Class 18 contains 4141 members 
Mstep: Class 19 contains 2509 members 
Mstep: Class 20 contains 3575 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 3145 members 
Mstep: Class 23 contains 3456 members 
Mstep: Class 24 contains 4062 members 
Mstep: Class 25 contains 1056 members 
Mstep: Class 26 contains 10017 members 
Mstep: Class 27 contains 58820 members 
Mstep: Class 28 contains 218543 members 
Mstep: Class 29 contains 7851 members 
Mstep: Class 30 contains 790 members 
Mstep: Class 31 contains 1021 members 
Mstep: Class 32 contains 3311 members 
Mstep: Class 33 contains 541 members 
Mstep: Class 34 contains 1792 members 
Mstep: Class 35 contains 1736 members 
Mstep: Class 36 contains 738 members 
Mstep: Class 37 contains 29080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354244.000000 Penalty: 22728.593750
Iteration 103Q: 38 clusters Score -2.835424e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 778 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1667 members 
Mstep: Class 5 contains 6415 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 282773 members 
Mstep: Class 10 contains 4713 members 
Mstep: Class 11 contains 14329 members 
Mstep: Class 12 contains 13388 members 
Mstep: Class 13 contains 21109 members 
Mstep: Class 14 contains 3646 members 
Mstep: Class 15 contains 2285 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 3681 members 
Mstep: Class 18 contains 4152 members 
Mstep: Class 19 contains 2506 members 
Mstep: Class 20 contains 3576 members 
Mstep: Class 21 contains 1116 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3450 members 
Mstep: Class 24 contains 4067 members 
Mstep: Class 25 contains 1064 members 
Mstep: Class 26 contains 10015 members 
Mstep: Class 27 contains 58804 members 
Mstep: Class 28 contains 218525 members 
Mstep: Class 29 contains 7861 members 
Mstep: Class 30 contains 781 members 
Mstep: Class 31 contains 1018 members 
Mstep: Class 32 contains 3338 members 
Mstep: Class 33 contains 542 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 1736 members 
Mstep: Class 36 contains 740 members 
Mstep: Class 37 contains 29092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354364.000000 Penalty: 22728.593750
Iteration 104Q: 38 clusters Score -2.835436e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1667 members 
Mstep: Class 5 contains 6416 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 9 contains 282758 members 
Mstep: Class 10 contains 4712 members 
Mstep: Class 11 contains 14338 members 
Mstep: Class 12 contains 13380 members 
Mstep: Class 13 contains 21222 members 
Mstep: Class 14 contains 3644 members 
Mstep: Class 15 contains 2285 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 4159 members 
Mstep: Class 19 contains 2506 members 
Mstep: Class 20 contains 3577 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3140 members 
Mstep: Class 23 contains 3448 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 1071 members 
Mstep: Class 26 contains 10015 members 
Mstep: Class 27 contains 58793 members 
Mstep: Class 28 contains 218492 members 
Mstep: Class 29 contains 7867 members 
Mstep: Class 30 contains 770 members 
Mstep: Class 31 contains 1017 members 
Mstep: Class 32 contains 3365 members 
Mstep: Class 33 contains 542 members 
Mstep: Class 34 contains 1788 members 
Mstep: Class 35 contains 1735 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 29104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354334.000000 Penalty: 22728.593750
Iteration 105Q: 38 clusters Score -2.835433e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 787 members 
Mstep: Class 3 contains 3478 members 
Mstep: Class 4 contains 1666 members 
Mstep: Class 5 contains 6413 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 3671 members 
Mstep: Class 9 contains 282755 members 
Mstep: Class 10 contains 4711 members 
Mstep: Class 11 contains 14341 members 
Mstep: Class 12 contains 13370 members 
Mstep: Class 13 contains 21338 members 
Mstep: Class 14 contains 3634 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 3658 members 
Mstep: Class 18 contains 4170 members 
Mstep: Class 19 contains 2507 members 
Mstep: Class 20 contains 3576 members 
Mstep: Class 21 contains 1119 members 
Mstep: Class 22 contains 3138 members 
Mstep: Class 23 contains 3444 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 1078 members 
Mstep: Class 26 contains 10016 members 
Mstep: Class 27 contains 58774 members 
Mstep: Class 28 contains 218462 members 
Mstep: Class 29 contains 7873 members 
Mstep: Class 30 contains 765 members 
Mstep: Class 31 contains 1015 members 
Mstep: Class 32 contains 3393 members 
Mstep: Class 33 contains 543 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 1731 members 
Mstep: Class 36 contains 744 members 
Mstep: Class 37 contains 29113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354388.000000 Penalty: 22728.593750
Iteration 106Q: 38 clusters Score -2.835439e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 788 members 
Mstep: Class 3 contains 3479 members 
Mstep: Class 4 contains 1666 members 
Mstep: Class 5 contains 6407 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 3602 members 
Mstep: Class 9 contains 282755 members 
Mstep: Class 10 contains 4713 members 
Mstep: Class 11 contains 14340 members 
Mstep: Class 12 contains 13361 members 
Mstep: Class 13 contains 21416 members 
Mstep: Class 14 contains 3643 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 3655 members 
Mstep: Class 18 contains 4184 members 
Mstep: Class 19 contains 2505 members 
Mstep: Class 20 contains 3576 members 
Mstep: Class 21 contains 1120 members 
Mstep: Class 22 contains 3137 members 
Mstep: Class 23 contains 3443 members 
Mstep: Class 24 contains 4078 members 
Mstep: Class 25 contains 1086 members 
Mstep: Class 26 contains 10016 members 
Mstep: Class 27 contains 58755 members 
Mstep: Class 28 contains 218432 members 
Mstep: Class 29 contains 7884 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 1015 members 
Mstep: Class 32 contains 3408 members 
Mstep: Class 33 contains 542 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 745 members 
Mstep: Class 37 contains 29114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354404.000000 Penalty: 22728.593750
Iteration 107Q: 38 clusters Score -2.83544e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 3479 members 
Mstep: Class 4 contains 1667 members 
Mstep: Class 5 contains 6401 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 3523 members 
Mstep: Class 9 contains 282750 members 
Mstep: Class 10 contains 4713 members 
Mstep: Class 11 contains 14338 members 
Mstep: Class 12 contains 13357 members 
Mstep: Class 13 contains 21491 members 
Mstep: Class 14 contains 3647 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 3647 members 
Mstep: Class 18 contains 4202 members 
Mstep: Class 19 contains 2506 members 
Mstep: Class 20 contains 3576 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 3137 members 
Mstep: Class 23 contains 3439 members 
Mstep: Class 24 contains 4081 members 
Mstep: Class 25 contains 1094 members 
Mstep: Class 26 contains 10016 members 
Mstep: Class 27 contains 58741 members 
Mstep: Class 28 contains 218415 members 
Mstep: Class 29 contains 7892 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 1015 members 
Mstep: Class 32 contains 3422 members 
Mstep: Class 33 contains 542 members 
Mstep: Class 34 contains 1783 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 743 members 
Mstep: Class 37 contains 29122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354374.000000 Penalty: 22728.593750
Iteration 108Q: 38 clusters Score -2.835437e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 1670 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 3444 members 
Mstep: Class 9 contains 282743 members 
Mstep: Class 10 contains 4711 members 
Mstep: Class 11 contains 14338 members 
Mstep: Class 12 contains 13353 members 
Mstep: Class 13 contains 21571 members 
Mstep: Class 14 contains 3641 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 1689 members 
Mstep: Class 17 contains 3643 members 
Mstep: Class 18 contains 4219 members 
Mstep: Class 19 contains 2505 members 
Mstep: Class 20 contains 3576 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 3137 members 
Mstep: Class 23 contains 3439 members 
Mstep: Class 24 contains 4084 members 
Mstep: Class 25 contains 1103 members 
Mstep: Class 26 contains 10016 members 
Mstep: Class 27 contains 58727 members 
Mstep: Class 28 contains 218402 members 
Mstep: Class 29 contains 7899 members 
Mstep: Class 30 contains 747 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3434 members 
Mstep: Class 33 contains 542 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 1731 members 
Mstep: Class 36 contains 745 members 
Mstep: Class 37 contains 29126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354316.000000 Penalty: 22728.593750
Iteration 109Q: 38 clusters Score -2.835432e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 3483 members 
Mstep: Class 4 contains 1674 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 3362 members 
Mstep: Class 9 contains 282736 members 
Mstep: Class 10 contains 4708 members 
Mstep: Class 11 contains 14339 members 
Mstep: Class 12 contains 13351 members 
Mstep: Class 13 contains 21654 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 3632 members 
Mstep: Class 18 contains 4228 members 
Mstep: Class 19 contains 2506 members 
Mstep: Class 20 contains 3576 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 3136 members 
Mstep: Class 23 contains 3438 members 
Mstep: Class 24 contains 4088 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 10015 members 
Mstep: Class 27 contains 58712 members 
Mstep: Class 28 contains 218393 members 
Mstep: Class 29 contains 7907 members 
Mstep: Class 30 contains 739 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3443 members 
Mstep: Class 33 contains 543 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 745 members 
Mstep: Class 37 contains 29137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354342.000000 Penalty: 22728.593750
Iteration 110Q: 38 clusters Score -2.835434e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 790 members 
Mstep: Class 3 contains 3486 members 
Mstep: Class 4 contains 1676 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 3286 members 
Mstep: Class 9 contains 282736 members 
Mstep: Class 10 contains 4702 members 
Mstep: Class 11 contains 14340 members 
Mstep: Class 12 contains 13350 members 
Mstep: Class 13 contains 21747 members 
Mstep: Class 14 contains 3635 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 18 contains 4236 members 
Mstep: Class 19 contains 2505 members 
Mstep: Class 20 contains 3576 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 3435 members 
Mstep: Class 24 contains 4093 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 10014 members 
Mstep: Class 27 contains 58700 members 
Mstep: Class 28 contains 218379 members 
Mstep: Class 29 contains 7914 members 
Mstep: Class 30 contains 728 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3449 members 
Mstep: Class 33 contains 545 members 
Mstep: Class 34 contains 1784 members 
Mstep: Class 35 contains 1731 members 
Mstep: Class 36 contains 745 members 
Mstep: Class 37 contains 29149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354408.000000 Penalty: 22728.593750
Iteration 111Q: 38 clusters Score -2.835441e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 791 members 
Mstep: Class 3 contains 3489 members 
Mstep: Class 4 contains 1675 members 
Mstep: Class 5 contains 6391 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 282728 members 
Mstep: Class 10 contains 4699 members 
Mstep: Class 11 contains 14345 members 
Mstep: Class 12 contains 13345 members 
Mstep: Class 13 contains 21828 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 3612 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 2505 members 
Mstep: Class 20 contains 3576 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 3435 members 
Mstep: Class 24 contains 4099 members 
Mstep: Class 25 contains 1129 members 
Mstep: Class 26 contains 10014 members 
Mstep: Class 27 contains 58680 members 
Mstep: Class 28 contains 218363 members 
Mstep: Class 29 contains 7921 members 
Mstep: Class 30 contains 719 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3457 members 
Mstep: Class 33 contains 545 members 
Mstep: Class 34 contains 1783 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 745 members 
Mstep: Class 37 contains 29157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354372.000000 Penalty: 22728.593750
Iteration 112Q: 38 clusters Score -2.835437e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 791 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 1677 members 
Mstep: Class 5 contains 6392 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 3159 members 
Mstep: Class 9 contains 282725 members 
Mstep: Class 10 contains 4701 members 
Mstep: Class 11 contains 14349 members 
Mstep: Class 12 contains 13341 members 
Mstep: Class 13 contains 21914 members 
Mstep: Class 14 contains 3627 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 3595 members 
Mstep: Class 18 contains 4250 members 
Mstep: Class 19 contains 2504 members 
Mstep: Class 20 contains 3576 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 3431 members 
Mstep: Class 24 contains 4103 members 
Mstep: Class 25 contains 1128 members 
Mstep: Class 26 contains 10014 members 
Mstep: Class 27 contains 58666 members 
Mstep: Class 28 contains 218339 members 
Mstep: Class 29 contains 7926 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3466 members 
Mstep: Class 33 contains 545 members 
Mstep: Class 34 contains 1782 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 745 members 
Mstep: Class 37 contains 29174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354410.000000 Penalty: 22728.593750
Iteration 113Q: 38 clusters Score -2.835441e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 3495 members 
Mstep: Class 4 contains 1674 members 
Mstep: Class 5 contains 6392 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 3100 members 
Mstep: Class 9 contains 282707 members 
Mstep: Class 10 contains 4702 members 
Mstep: Class 11 contains 14357 members 
Mstep: Class 12 contains 13335 members 
Mstep: Class 13 contains 21997 members 
Mstep: Class 14 contains 3620 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 3577 members 
Mstep: Class 18 contains 4260 members 
Mstep: Class 19 contains 2505 members 
Mstep: Class 20 contains 3576 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 3135 members 
Mstep: Class 23 contains 3431 members 
Mstep: Class 24 contains 4109 members 
Mstep: Class 25 contains 1131 members 
Mstep: Class 26 contains 10014 members 
Mstep: Class 27 contains 58648 members 
Mstep: Class 28 contains 218309 members 
Mstep: Class 29 contains 7933 members 
Mstep: Class 30 contains 712 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3482 members 
Mstep: Class 33 contains 545 members 
Mstep: Class 34 contains 1780 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 745 members 
Mstep: Class 37 contains 29191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354408.000000 Penalty: 22728.593750
Iteration 114Q: 38 clusters Score -2.835441e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 3497 members 
Mstep: Class 4 contains 1674 members 
Mstep: Class 5 contains 6391 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 3036 members 
Mstep: Class 9 contains 282691 members 
Mstep: Class 10 contains 4703 members 
Mstep: Class 11 contains 14364 members 
Mstep: Class 12 contains 13329 members 
Mstep: Class 13 contains 22079 members 
Mstep: Class 14 contains 3610 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 2507 members 
Mstep: Class 20 contains 3575 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 3136 members 
Mstep: Class 23 contains 3429 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 10013 members 
Mstep: Class 27 contains 58624 members 
Mstep: Class 28 contains 218281 members 
Mstep: Class 29 contains 7949 members 
Mstep: Class 30 contains 710 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3503 members 
Mstep: Class 33 contains 545 members 
Mstep: Class 34 contains 1780 members 
Mstep: Class 35 contains 1735 members 
Mstep: Class 36 contains 745 members 
Mstep: Class 37 contains 29203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354436.000000 Penalty: 22728.593750
Iteration 115Q: 38 clusters Score -2.835444e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 3499 members 
Mstep: Class 4 contains 1674 members 
Mstep: Class 5 contains 6389 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 282687 members 
Mstep: Class 10 contains 4703 members 
Mstep: Class 11 contains 14370 members 
Mstep: Class 12 contains 13325 members 
Mstep: Class 13 contains 22149 members 
Mstep: Class 14 contains 3607 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 3553 members 
Mstep: Class 18 contains 4282 members 
Mstep: Class 19 contains 2508 members 
Mstep: Class 20 contains 3577 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 3135 members 
Mstep: Class 23 contains 3427 members 
Mstep: Class 24 contains 4114 members 
Mstep: Class 25 contains 1133 members 
Mstep: Class 26 contains 10011 members 
Mstep: Class 27 contains 58584 members 
Mstep: Class 28 contains 218262 members 
Mstep: Class 29 contains 7964 members 
Mstep: Class 30 contains 710 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3512 members 
Mstep: Class 33 contains 546 members 
Mstep: Class 34 contains 1778 members 
Mstep: Class 35 contains 1737 members 
Mstep: Class 36 contains 745 members 
Mstep: Class 37 contains 29212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354480.000000 Penalty: 22728.593750
Iteration 116Q: 38 clusters Score -2.835448e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 4 contains 1674 members 
Mstep: Class 5 contains 6387 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 2933 members 
Mstep: Class 9 contains 282674 members 
Mstep: Class 10 contains 4705 members 
Mstep: Class 11 contains 14377 members 
Mstep: Class 12 contains 13319 members 
Mstep: Class 13 contains 22223 members 
Mstep: Class 14 contains 3607 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 3543 members 
Mstep: Class 18 contains 4296 members 
Mstep: Class 19 contains 2508 members 
Mstep: Class 20 contains 3579 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 3425 members 
Mstep: Class 24 contains 4114 members 
Mstep: Class 25 contains 1134 members 
Mstep: Class 26 contains 10008 members 
Mstep: Class 27 contains 58539 members 
Mstep: Class 28 contains 218235 members 
Mstep: Class 29 contains 7976 members 
Mstep: Class 30 contains 709 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3530 members 
Mstep: Class 33 contains 547 members 
Mstep: Class 34 contains 1778 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 745 members 
Mstep: Class 37 contains 29221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354518.000000 Penalty: 22728.593750
Iteration 117Q: 38 clusters Score -2.835452e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 4 contains 1672 members 
Mstep: Class 5 contains 6385 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 2885 members 
Mstep: Class 9 contains 282668 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 14384 members 
Mstep: Class 12 contains 13318 members 
Mstep: Class 13 contains 22293 members 
Mstep: Class 14 contains 3602 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 1704 members 
Mstep: Class 17 contains 3540 members 
Mstep: Class 18 contains 4308 members 
Mstep: Class 19 contains 2508 members 
Mstep: Class 20 contains 3581 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 3426 members 
Mstep: Class 24 contains 4115 members 
Mstep: Class 25 contains 1136 members 
Mstep: Class 26 contains 10004 members 
Mstep: Class 27 contains 58497 members 
Mstep: Class 28 contains 218211 members 
Mstep: Class 29 contains 7987 members 
Mstep: Class 30 contains 708 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3549 members 
Mstep: Class 33 contains 548 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 745 members 
Mstep: Class 37 contains 29226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354504.000000 Penalty: 22728.593750
Iteration 118Q: 38 clusters Score -2.83545e+07 nChanged 206
Entering ConstructFrom: 
Score: -28354504.000000 Penalty: 22728.593750
Entering ConstructFrom: 
Trying to split cluster 1 (2995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Entering Unmasked Estep 
Score: -123342.226562 Penalty: 364.213837
	Iteration 0F: 2 clusters Score -123342.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -121247.765625 Penalty: 728.427673
	Iteration 0F: 3 clusters Score -121247.8 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -121997.593750 Penalty: 728.427673
	Iteration 1F: 3 clusters Score -121997.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -122119.242188 Penalty: 728.427673
	Iteration 2F: 3 clusters Score -122119.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -122243.203125 Penalty: 728.427673
	Iteration 3F: 3 clusters Score -122243.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -122414.617188 Penalty: 728.427673
	Iteration 4F: 3 clusters Score -122414.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -122573.492188 Penalty: 728.427673
	Iteration 5F: 3 clusters Score -122573.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -122650.757812 Penalty: 728.427673
	Iteration 6Q: 3 clusters Score -122650.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -122696.679688 Penalty: 728.427673
	Iteration 7Q: 3 clusters Score -122696.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -122716.679688 Penalty: 728.427673
	Iteration 8Q: 3 clusters Score -122716.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -122729.593750 Penalty: 728.427673
	Iteration 9Q: 3 clusters Score -122729.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -122737.546875 Penalty: 728.427673
	Iteration 10Q: 3 clusters Score -122737.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -122742.984375 Penalty: 728.427673
	Iteration 11Q: 3 clusters Score -122743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -122749.570312 Penalty: 728.427673
	Iteration 12Q: 3 clusters Score -122749.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -122758.968750 Penalty: 728.427673
	Iteration 13Q: 3 clusters Score -122759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -122770.382812 Penalty: 728.427673
	Iteration 14Q: 3 clusters Score -122770.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -122786.320312 Penalty: 728.427673
	Iteration 15Q: 3 clusters Score -122786.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -122807.554688 Penalty: 728.427673
	Iteration 16Q: 3 clusters Score -122807.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -122838.429688 Penalty: 728.427673
	Iteration 17Q: 3 clusters Score -122838.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -122864.867188 Penalty: 728.427673
	Iteration 18Q: 3 clusters Score -122864.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -122893.906250 Penalty: 728.427673
	Iteration 19Q: 3 clusters Score -122893.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -122925.882812 Penalty: 728.427673
	Iteration 20F: 3 clusters Score -122925.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -122958.382812 Penalty: 728.427673
	Iteration 21Q: 3 clusters Score -122958.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -122976.976562 Penalty: 728.427673
	Iteration 22Q: 3 clusters Score -122977 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -122991.179688 Penalty: 728.427673
	Iteration 23Q: 3 clusters Score -122991.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -123006.593750 Penalty: 728.427673
	Iteration 24Q: 3 clusters Score -123006.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -123025.000000 Penalty: 728.427673
	Iteration 25Q: 3 clusters Score -123025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -123036.257812 Penalty: 728.427673
	Iteration 26Q: 3 clusters Score -123036.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -123047.109375 Penalty: 728.427673
	Iteration 27Q: 3 clusters Score -123047.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -123052.671875 Penalty: 728.427673
	Iteration 28Q: 3 clusters Score -123052.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -123054.640625 Penalty: 728.427673
	Iteration 29Q: 3 clusters Score -123054.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -123056.726562 Penalty: 728.427673
	Iteration 30Q: 3 clusters Score -123056.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -123059.523438 Penalty: 728.427673
	Iteration 31Q: 3 clusters Score -123059.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -123061.953125 Penalty: 728.427673
	Iteration 32Q: 3 clusters Score -123062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -123066.937500 Penalty: 728.427673
	Iteration 33Q: 3 clusters Score -123066.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -123072.781250 Penalty: 728.427673
	Iteration 34Q: 3 clusters Score -123072.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -123076.898438 Penalty: 728.427673
	Iteration 35Q: 3 clusters Score -123076.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -123079.039062 Penalty: 728.427673
	Iteration 36Q: 3 clusters Score -123079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -123082.015625 Penalty: 728.427673
	Iteration 37Q: 3 clusters Score -123082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -123083.281250 Penalty: 728.427673
	Iteration 38Q: 3 clusters Score -123083.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -123083.976562 Penalty: 728.427673
	Iteration 39Q: 3 clusters Score -123084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -123084.320312 Penalty: 728.427673
	Iteration 40F: 3 clusters Score -123084.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -123084.773438 Penalty: 728.427673
	Iteration 41Q: 3 clusters Score -123084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -123084.718750 Penalty: 728.427673
	Iteration 42Q: 3 clusters Score -123084.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -123084.765625 Penalty: 728.427673
	Iteration 43Q: 3 clusters Score -123084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -123085.000000 Penalty: 728.427673
	Iteration 44Q: 3 clusters Score -123085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -123085.000000 Penalty: 728.427673
	Iteration 45F: 3 clusters Score -123085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -31532.441406 Penalty: 303.807312
	Iteration 0F: 2 clusters Score -31532.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -30851.439453 Penalty: 607.614624
	Iteration 0F: 3 clusters Score -30851.44 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -31030.716797 Penalty: 607.614624
	Iteration 1F: 3 clusters Score -31030.72 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -31090.964844 Penalty: 607.614624
	Iteration 2F: 3 clusters Score -31090.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -31131.343750 Penalty: 607.614624
	Iteration 3F: 3 clusters Score -31131.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31165.232422 Penalty: 607.614624
	Iteration 4F: 3 clusters Score -31165.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31194.408203 Penalty: 607.614624
	Iteration 5Q: 3 clusters Score -31194.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -31213.558594 Penalty: 607.614624
	Iteration 6Q: 3 clusters Score -31213.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -31225.164062 Penalty: 607.614624
	Iteration 7Q: 3 clusters Score -31225.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31239.332031 Penalty: 607.614624
	Iteration 8Q: 3 clusters Score -31239.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31251.683594 Penalty: 607.614624
	Iteration 9Q: 3 clusters Score -31251.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31260.162109 Penalty: 607.614624
	Iteration 10Q: 3 clusters Score -31260.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31264.744141 Penalty: 607.614624
	Iteration 11Q: 3 clusters Score -31264.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31271.410156 Penalty: 607.614624
	Iteration 12Q: 3 clusters Score -31271.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31278.761719 Penalty: 607.614624
	Iteration 13Q: 3 clusters Score -31278.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31286.144531 Penalty: 607.614624
	Iteration 14Q: 3 clusters Score -31286.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31294.431641 Penalty: 607.614624
	Iteration 15Q: 3 clusters Score -31294.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31301.257812 Penalty: 607.614624
	Iteration 16Q: 3 clusters Score -31301.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31304.082031 Penalty: 607.614624
	Iteration 17Q: 3 clusters Score -31304.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31306.761719 Penalty: 607.614624
	Iteration 18Q: 3 clusters Score -31306.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31311.744141 Penalty: 607.614624
	Iteration 19Q: 3 clusters Score -31311.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31318.511719 Penalty: 607.614624
	Iteration 20F: 3 clusters Score -31318.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31320.804688 Penalty: 607.614624
	Iteration 21Q: 3 clusters Score -31320.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31323.660156 Penalty: 607.614624
	Iteration 22Q: 3 clusters Score -31323.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31327.138672 Penalty: 607.614624
	Iteration 23Q: 3 clusters Score -31327.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31329.080078 Penalty: 607.614624
	Iteration 24Q: 3 clusters Score -31329.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31331.669922 Penalty: 607.614624
	Iteration 25Q: 3 clusters Score -31331.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31332.429688 Penalty: 607.614624
	Iteration 26Q: 3 clusters Score -31332.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31332.429688 Penalty: 607.614624
	Iteration 27F: 3 clusters Score -31332.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Entering Unmasked Estep 
Score: -140384.125000 Penalty: 371.355530
	Iteration 0F: 2 clusters Score -140384.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -137936.890625 Penalty: 742.711060
	Iteration 0F: 3 clusters Score -137936.9 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -138879.562500 Penalty: 742.711060
	Iteration 1F: 3 clusters Score -138879.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -139025.000000 Penalty: 742.711060
	Iteration 2F: 3 clusters Score -139025 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -139139.562500 Penalty: 742.711060
	Iteration 3F: 3 clusters Score -139139.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -139245.000000 Penalty: 742.711060
	Iteration 4F: 3 clusters Score -139245 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -139352.593750 Penalty: 742.711060
	Iteration 5F: 3 clusters Score -139352.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -139459.703125 Penalty: 742.711060
	Iteration 6Q: 3 clusters Score -139459.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -139550.984375 Penalty: 742.711060
	Iteration 7Q: 3 clusters Score -139551 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -139618.218750 Penalty: 742.711060
	Iteration 8Q: 3 clusters Score -139618.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -139660.828125 Penalty: 742.711060
	Iteration 9Q: 3 clusters Score -139660.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -139693.703125 Penalty: 742.711060
	Iteration 10Q: 3 clusters Score -139693.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -139714.937500 Penalty: 742.711060
	Iteration 11Q: 3 clusters Score -139714.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -139734.531250 Penalty: 742.711060
	Iteration 12Q: 3 clusters Score -139734.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -139752.093750 Penalty: 742.711060
	Iteration 13Q: 3 clusters Score -139752.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -139765.015625 Penalty: 742.711060
	Iteration 14Q: 3 clusters Score -139765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -139779.171875 Penalty: 742.711060
	Iteration 15Q: 3 clusters Score -139779.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -139791.265625 Penalty: 742.711060
	Iteration 16Q: 3 clusters Score -139791.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -139802.531250 Penalty: 742.711060
	Iteration 17Q: 3 clusters Score -139802.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -139815.265625 Penalty: 742.711060
	Iteration 18Q: 3 clusters Score -139815.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -139826.953125 Penalty: 742.711060
	Iteration 19Q: 3 clusters Score -139827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -139835.140625 Penalty: 742.711060
	Iteration 20F: 3 clusters Score -139835.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -139843.890625 Penalty: 742.711060
	Iteration 21Q: 3 clusters Score -139843.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -139855.609375 Penalty: 742.711060
	Iteration 22Q: 3 clusters Score -139855.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -139869.718750 Penalty: 742.711060
	Iteration 23Q: 3 clusters Score -139869.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -139880.859375 Penalty: 742.711060
	Iteration 24Q: 3 clusters Score -139880.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -139888.171875 Penalty: 742.711060
	Iteration 25Q: 3 clusters Score -139888.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -139895.187500 Penalty: 742.711060
	Iteration 26Q: 3 clusters Score -139895.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -139906.875000 Penalty: 742.711060
	Iteration 27Q: 3 clusters Score -139906.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -139915.562500 Penalty: 742.711060
	Iteration 28Q: 3 clusters Score -139915.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -139921.890625 Penalty: 742.711060
	Iteration 29Q: 3 clusters Score -139921.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -139927.703125 Penalty: 742.711060
	Iteration 30Q: 3 clusters Score -139927.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -139932.078125 Penalty: 742.711060
	Iteration 31Q: 3 clusters Score -139932.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -139936.359375 Penalty: 742.711060
	Iteration 32Q: 3 clusters Score -139936.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -139941.546875 Penalty: 742.711060
	Iteration 33Q: 3 clusters Score -139941.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -139948.250000 Penalty: 742.711060
	Iteration 34Q: 3 clusters Score -139948.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -139956.187500 Penalty: 742.711060
	Iteration 35Q: 3 clusters Score -139956.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -139961.812500 Penalty: 742.711060
	Iteration 36Q: 3 clusters Score -139961.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -139969.265625 Penalty: 742.711060
	Iteration 37Q: 3 clusters Score -139969.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -139975.156250 Penalty: 742.711060
	Iteration 38Q: 3 clusters Score -139975.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -139979.328125 Penalty: 742.711060
	Iteration 39Q: 3 clusters Score -139979.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -139986.125000 Penalty: 742.711060
	Iteration 40F: 3 clusters Score -139986.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -139992.125000 Penalty: 742.711060
	Iteration 41Q: 3 clusters Score -139992.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -139995.656250 Penalty: 742.711060
	Iteration 42Q: 3 clusters Score -139995.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -139999.765625 Penalty: 742.711060
	Iteration 43Q: 3 clusters Score -139999.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -140001.734375 Penalty: 742.711060
	Iteration 44Q: 3 clusters Score -140001.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -140004.359375 Penalty: 742.711060
	Iteration 45Q: 3 clusters Score -140004.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -140005.812500 Penalty: 742.711060
	Iteration 46Q: 3 clusters Score -140005.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -140009.890625 Penalty: 742.711060
	Iteration 47Q: 3 clusters Score -140009.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -140018.343750 Penalty: 742.711060
	Iteration 48Q: 3 clusters Score -140018.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -140022.156250 Penalty: 742.711060
	Iteration 49Q: 3 clusters Score -140022.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -140027.671875 Penalty: 742.711060
	Iteration 50Q: 3 clusters Score -140027.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -140033.703125 Penalty: 742.711060
	Iteration 51Q: 3 clusters Score -140033.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -140039.281250 Penalty: 742.711060
	Iteration 52Q: 3 clusters Score -140039.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -140044.312500 Penalty: 742.711060
	Iteration 53Q: 3 clusters Score -140044.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -140051.578125 Penalty: 742.711060
	Iteration 54Q: 3 clusters Score -140051.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -140055.812500 Penalty: 742.711060
	Iteration 55Q: 3 clusters Score -140055.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -140058.171875 Penalty: 742.711060
	Iteration 56Q: 3 clusters Score -140058.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -140059.765625 Penalty: 742.711060
	Iteration 57Q: 3 clusters Score -140059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -140061.015625 Penalty: 742.711060
	Iteration 58Q: 3 clusters Score -140061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -140062.000000 Penalty: 742.711060
	Iteration 59Q: 3 clusters Score -140062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -140062.859375 Penalty: 742.711060
	Iteration 60F: 3 clusters Score -140062.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -140063.015625 Penalty: 742.711060
	Iteration 61Q: 3 clusters Score -140063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -140063.015625 Penalty: 742.711060
	Iteration 62F: 3 clusters Score -140063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Entering Unmasked Estep 
Score: -57308.429688 Penalty: 337.690796
	Iteration 0F: 2 clusters Score -57308.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -56089.851562 Penalty: 675.381592
	Iteration 0F: 3 clusters Score -56089.85 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -56579.699219 Penalty: 675.381592
	Iteration 1F: 3 clusters Score -56579.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -56702.914062 Penalty: 675.381592
	Iteration 2F: 3 clusters Score -56702.91 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -56828.390625 Penalty: 675.381592
	Iteration 3F: 3 clusters Score -56828.39 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -56922.027344 Penalty: 675.381592
	Iteration 4F: 3 clusters Score -56922.03 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -56990.250000 Penalty: 675.381592
	Iteration 5F: 3 clusters Score -56990.25 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -57042.660156 Penalty: 675.381592
	Iteration 6Q: 3 clusters Score -57042.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -57077.585938 Penalty: 675.381592
	Iteration 7Q: 3 clusters Score -57077.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -57099.351562 Penalty: 675.381592
	Iteration 8Q: 3 clusters Score -57099.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -57116.433594 Penalty: 675.381592
	Iteration 9Q: 3 clusters Score -57116.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -57131.015625 Penalty: 675.381592
	Iteration 10Q: 3 clusters Score -57131.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -57138.464844 Penalty: 675.381592
	Iteration 11Q: 3 clusters Score -57138.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -57143.757812 Penalty: 675.381592
	Iteration 12Q: 3 clusters Score -57143.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -57146.968750 Penalty: 675.381592
	Iteration 13Q: 3 clusters Score -57146.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -57149.480469 Penalty: 675.381592
	Iteration 14Q: 3 clusters Score -57149.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -57151.894531 Penalty: 675.381592
	Iteration 15Q: 3 clusters Score -57151.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -57153.003906 Penalty: 675.381592
	Iteration 16Q: 3 clusters Score -57153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -57153.640625 Penalty: 675.381592
	Iteration 17Q: 3 clusters Score -57153.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -57154.542969 Penalty: 675.381592
	Iteration 18Q: 3 clusters Score -57154.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -57155.890625 Penalty: 675.381592
	Iteration 19Q: 3 clusters Score -57155.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -57156.441406 Penalty: 675.381592
	Iteration 20F: 3 clusters Score -57156.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -57157.312500 Penalty: 675.381592
	Iteration 21Q: 3 clusters Score -57157.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -57158.320312 Penalty: 675.381592
	Iteration 22Q: 3 clusters Score -57158.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -57159.296875 Penalty: 675.381592
	Iteration 23Q: 3 clusters Score -57159.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -57159.976562 Penalty: 675.381592
	Iteration 24Q: 3 clusters Score -57159.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -57160.328125 Penalty: 675.381592
	Iteration 25Q: 3 clusters Score -57160.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -57160.601562 Penalty: 675.381592
	Iteration 26Q: 3 clusters Score -57160.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -57160.699219 Penalty: 675.381592
	Iteration 27Q: 3 clusters Score -57160.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -57160.699219 Penalty: 675.381592
	Iteration 28F: 3 clusters Score -57160.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -252539.625000 Penalty: 398.636292
	Iteration 0F: 2 clusters Score -252539.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -248216.468750 Penalty: 797.272583
	Iteration 0F: 3 clusters Score -248216.5 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -250063.843750 Penalty: 797.272583
	Iteration 1F: 3 clusters Score -250063.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -250328.171875 Penalty: 797.272583
	Iteration 2F: 3 clusters Score -250328.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -250610.578125 Penalty: 797.272583
	Iteration 3F: 3 clusters Score -250610.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -250887.578125 Penalty: 797.272583
	Iteration 4F: 3 clusters Score -250887.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -251146.937500 Penalty: 797.272583
	Iteration 5F: 3 clusters Score -251146.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -251396.062500 Penalty: 797.272583
	Iteration 6F: 3 clusters Score -251396.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -251609.515625 Penalty: 797.272583
	Iteration 7Q: 3 clusters Score -251609.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -251745.812500 Penalty: 797.272583
	Iteration 8Q: 3 clusters Score -251745.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -251843.437500 Penalty: 797.272583
	Iteration 9Q: 3 clusters Score -251843.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -251890.265625 Penalty: 797.272583
	Iteration 10Q: 3 clusters Score -251890.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -251916.484375 Penalty: 797.272583
	Iteration 11Q: 3 clusters Score -251916.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -251942.750000 Penalty: 797.272583
	Iteration 12Q: 3 clusters Score -251942.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -251963.718750 Penalty: 797.272583
	Iteration 13Q: 3 clusters Score -251963.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -251990.062500 Penalty: 797.272583
	Iteration 14Q: 3 clusters Score -251990.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -252016.375000 Penalty: 797.272583
	Iteration 15Q: 3 clusters Score -252016.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -252033.671875 Penalty: 797.272583
	Iteration 16Q: 3 clusters Score -252033.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -252051.406250 Penalty: 797.272583
	Iteration 17Q: 3 clusters Score -252051.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -252069.937500 Penalty: 797.272583
	Iteration 18Q: 3 clusters Score -252069.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -252087.546875 Penalty: 797.272583
	Iteration 19Q: 3 clusters Score -252087.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -252102.125000 Penalty: 797.272583
	Iteration 20F: 3 clusters Score -252102.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -252111.921875 Penalty: 797.272583
	Iteration 21Q: 3 clusters Score -252111.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -252125.500000 Penalty: 797.272583
	Iteration 22Q: 3 clusters Score -252125.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -252136.265625 Penalty: 797.272583
	Iteration 23Q: 3 clusters Score -252136.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -252142.484375 Penalty: 797.272583
	Iteration 24Q: 3 clusters Score -252142.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -252148.843750 Penalty: 797.272583
	Iteration 25Q: 3 clusters Score -252148.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -252156.609375 Penalty: 797.272583
	Iteration 26Q: 3 clusters Score -252156.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -252166.390625 Penalty: 797.272583
	Iteration 27Q: 3 clusters Score -252166.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -252172.078125 Penalty: 797.272583
	Iteration 28Q: 3 clusters Score -252172.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -252180.625000 Penalty: 797.272583
	Iteration 29Q: 3 clusters Score -252180.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -252185.578125 Penalty: 797.272583
	Iteration 30Q: 3 clusters Score -252185.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -252190.625000 Penalty: 797.272583
	Iteration 31Q: 3 clusters Score -252190.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -252200.781250 Penalty: 797.272583
	Iteration 32Q: 3 clusters Score -252200.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -252212.187500 Penalty: 797.272583
	Iteration 33Q: 3 clusters Score -252212.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -252218.750000 Penalty: 797.272583
	Iteration 34Q: 3 clusters Score -252218.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -252221.687500 Penalty: 797.272583
	Iteration 35Q: 3 clusters Score -252221.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -252226.125000 Penalty: 797.272583
	Iteration 36Q: 3 clusters Score -252226.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -252228.281250 Penalty: 797.272583
	Iteration 37Q: 3 clusters Score -252228.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -252229.109375 Penalty: 797.272583
	Iteration 38Q: 3 clusters Score -252229.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -252229.625000 Penalty: 797.272583
	Iteration 39Q: 3 clusters Score -252229.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -252229.937500 Penalty: 797.272583
	Iteration 40F: 3 clusters Score -252229.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -252230.515625 Penalty: 797.272583
	Iteration 41Q: 3 clusters Score -252230.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -252230.578125 Penalty: 797.272583
	Iteration 42Q: 3 clusters Score -252230.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -252231.812500 Penalty: 797.272583
	Iteration 43Q: 3 clusters Score -252231.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -252231.625000 Penalty: 797.272583
	Iteration 44Q: 3 clusters Score -252231.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -252231.812500 Penalty: 797.272583
	Iteration 45Q: 3 clusters Score -252231.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -252232.046875 Penalty: 797.272583
	Iteration 46Q: 3 clusters Score -252232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -252232.312500 Penalty: 797.272583
	Iteration 47Q: 3 clusters Score -252232.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -252232.171875 Penalty: 797.272583
	Iteration 48Q: 3 clusters Score -252232.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -252232.750000 Penalty: 797.272583
	Iteration 49Q: 3 clusters Score -252232.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -252233.984375 Penalty: 797.272583
	Iteration 50Q: 3 clusters Score -252234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -252234.781250 Penalty: 797.272583
	Iteration 51Q: 3 clusters Score -252234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -252235.015625 Penalty: 797.272583
	Iteration 52Q: 3 clusters Score -252235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -252235.187500 Penalty: 797.272583
	Iteration 53Q: 3 clusters Score -252235.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -252235.796875 Penalty: 797.272583
	Iteration 54Q: 3 clusters Score -252235.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -252235.500000 Penalty: 797.272583
	Iteration 55Q: 3 clusters Score -252235.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -252235.609375 Penalty: 797.272583
	Iteration 56Q: 3 clusters Score -252235.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -252235.609375 Penalty: 797.272583
	Iteration 57F: 3 clusters Score -252235.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Entering Unmasked Estep 
Score: -137792.625000 Penalty: 371.769196
	Iteration 0F: 2 clusters Score -137792.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -135376.140625 Penalty: 743.538391
	Iteration 0F: 3 clusters Score -135376.1 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -136344.437500 Penalty: 743.538391
	Iteration 1F: 3 clusters Score -136344.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -136571.250000 Penalty: 743.538391
	Iteration 2F: 3 clusters Score -136571.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -136846.750000 Penalty: 743.538391
	Iteration 3F: 3 clusters Score -136846.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -137118.687500 Penalty: 743.538391
	Iteration 4F: 3 clusters Score -137118.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -137340.390625 Penalty: 743.538391
	Iteration 5F: 3 clusters Score -137340.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -137435.484375 Penalty: 743.538391
	Iteration 6Q: 3 clusters Score -137435.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -137484.796875 Penalty: 743.538391
	Iteration 7Q: 3 clusters Score -137484.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -137512.640625 Penalty: 743.538391
	Iteration 8Q: 3 clusters Score -137512.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -137525.296875 Penalty: 743.538391
	Iteration 9Q: 3 clusters Score -137525.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -137534.750000 Penalty: 743.538391
	Iteration 10Q: 3 clusters Score -137534.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -137542.734375 Penalty: 743.538391
	Iteration 11Q: 3 clusters Score -137542.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -137552.875000 Penalty: 743.538391
	Iteration 12Q: 3 clusters Score -137552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -137556.468750 Penalty: 743.538391
	Iteration 13Q: 3 clusters Score -137556.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -137560.515625 Penalty: 743.538391
	Iteration 14F: 3 clusters Score -137560.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -137574.609375 Penalty: 743.538391
	Iteration 15Q: 3 clusters Score -137574.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -137581.281250 Penalty: 743.538391
	Iteration 16Q: 3 clusters Score -137581.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -137583.265625 Penalty: 743.538391
	Iteration 17Q: 3 clusters Score -137583.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -137586.187500 Penalty: 743.538391
	Iteration 18Q: 3 clusters Score -137586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -137588.093750 Penalty: 743.538391
	Iteration 19Q: 3 clusters Score -137588.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -137588.687500 Penalty: 743.538391
	Iteration 20F: 3 clusters Score -137588.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -137589.734375 Penalty: 743.538391
	Iteration 21Q: 3 clusters Score -137589.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -137591.437500 Penalty: 743.538391
	Iteration 22Q: 3 clusters Score -137591.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -137591.437500 Penalty: 743.538391
	Iteration 23F: 3 clusters Score -137591.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Entering Unmasked Estep 
Score: -93643.937500 Penalty: 353.889557
	Iteration 0F: 2 clusters Score -93643.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -91993.226562 Penalty: 707.779114
	Iteration 0F: 3 clusters Score -91993.23 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -92519.148438 Penalty: 707.779114
	Iteration 1F: 3 clusters Score -92519.15 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -92644.250000 Penalty: 707.779114
	Iteration 2F: 3 clusters Score -92644.25 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -92780.960938 Penalty: 707.779114
	Iteration 3F: 3 clusters Score -92780.96 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -92931.632812 Penalty: 707.779114
	Iteration 4F: 3 clusters Score -92931.63 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -93062.656250 Penalty: 707.779114
	Iteration 5F: 3 clusters Score -93062.66 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -93174.140625 Penalty: 707.779114
	Iteration 6F: 3 clusters Score -93174.14 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -93241.335938 Penalty: 707.779114
	Iteration 7Q: 3 clusters Score -93241.34 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -93282.187500 Penalty: 707.779114
	Iteration 8Q: 3 clusters Score -93282.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93318.828125 Penalty: 707.779114
	Iteration 9Q: 3 clusters Score -93318.83 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -93358.789062 Penalty: 707.779114
	Iteration 10Q: 3 clusters Score -93358.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -93389.375000 Penalty: 707.779114
	Iteration 11Q: 3 clusters Score -93389.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -93406.304688 Penalty: 707.779114
	Iteration 12Q: 3 clusters Score -93406.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -93422.992188 Penalty: 707.779114
	Iteration 13Q: 3 clusters Score -93422.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -93435.976562 Penalty: 707.779114
	Iteration 14Q: 3 clusters Score -93435.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -93460.570312 Penalty: 707.779114
	Iteration 15Q: 3 clusters Score -93460.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -93490.250000 Penalty: 707.779114
	Iteration 16Q: 3 clusters Score -93490.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -93525.210938 Penalty: 707.779114
	Iteration 17Q: 3 clusters Score -93525.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -93550.492188 Penalty: 707.779114
	Iteration 18Q: 3 clusters Score -93550.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -93579.664062 Penalty: 707.779114
	Iteration 19Q: 3 clusters Score -93579.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -93604.210938 Penalty: 707.779114
	Iteration 20F: 3 clusters Score -93604.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -93631.703125 Penalty: 707.779114
	Iteration 21Q: 3 clusters Score -93631.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -93671.664062 Penalty: 707.779114
	Iteration 22Q: 3 clusters Score -93671.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -93726.507812 Penalty: 707.779114
	Iteration 23Q: 3 clusters Score -93726.51 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -93779.460938 Penalty: 707.779114
	Iteration 24Q: 3 clusters Score -93779.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -93804.085938 Penalty: 707.779114
	Iteration 25Q: 3 clusters Score -93804.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -93821.312500 Penalty: 707.779114
	Iteration 26Q: 3 clusters Score -93821.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -93836.390625 Penalty: 707.779114
	Iteration 27Q: 3 clusters Score -93836.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -93845.460938 Penalty: 707.779114
	Iteration 28Q: 3 clusters Score -93845.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -93849.062500 Penalty: 707.779114
	Iteration 29Q: 3 clusters Score -93849.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -93851.726562 Penalty: 707.779114
	Iteration 30Q: 3 clusters Score -93851.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -93852.265625 Penalty: 707.779114
	Iteration 31Q: 3 clusters Score -93852.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -93854.046875 Penalty: 707.779114
	Iteration 32F: 3 clusters Score -93854.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -93854.820312 Penalty: 707.779114
	Iteration 33Q: 3 clusters Score -93854.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -93855.765625 Penalty: 707.779114
	Iteration 34Q: 3 clusters Score -93855.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -93858.062500 Penalty: 707.779114
	Iteration 35Q: 3 clusters Score -93858.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -93859.234375 Penalty: 707.779114
	Iteration 36Q: 3 clusters Score -93859.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -93859.562500 Penalty: 707.779114
	Iteration 37Q: 3 clusters Score -93859.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -93859.750000 Penalty: 707.779114
	Iteration 38Q: 3 clusters Score -93859.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -93859.734375 Penalty: 707.779114
	Iteration 39Q: 3 clusters Score -93859.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -93859.734375 Penalty: 707.779114
	Iteration 40F: 3 clusters Score -93859.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 4 contains 1672 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2835 members 
Mstep: Class 9 contains 282671 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 14384 members 
Mstep: Class 12 contains 13314 members 
Mstep: Class 13 contains 22359 members 
Mstep: Class 14 contains 3600 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 1711 members 
Mstep: Class 17 contains 3537 members 
Mstep: Class 18 contains 4315 members 
Mstep: Class 19 contains 2509 members 
Mstep: Class 20 contains 3581 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 3425 members 
Mstep: Class 24 contains 4115 members 
Mstep: Class 25 contains 1137 members 
Mstep: Class 26 contains 10002 members 
Mstep: Class 27 contains 58470 members 
Mstep: Class 28 contains 218181 members 
Mstep: Class 29 contains 7998 members 
Mstep: Class 30 contains 707 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3563 members 
Mstep: Class 33 contains 548 members 
Mstep: Class 34 contains 1775 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 745 members 
Mstep: Class 37 contains 29231 members 
Mstep: Class 38 contains 659 members 
Entering Unmasked Estep 
Score: -28354478.000000 Penalty: 23342.880859
Splitting cluster 7 changes total score from -28354504.000000 to -28354478.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Entering Unmasked Estep 
Score: -124690.234375 Penalty: 361.715759
	Iteration 0F: 2 clusters Score -124690.2 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 1415 members 
Entering Unmasked Estep 
Score: -122673.203125 Penalty: 723.431519
	Iteration 0F: 3 clusters Score -122673.2 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -123369.945312 Penalty: 723.431519
	Iteration 1F: 3 clusters Score -123369.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -123457.335938 Penalty: 723.431519
	Iteration 2F: 3 clusters Score -123457.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -123525.500000 Penalty: 723.431519
	Iteration 3F: 3 clusters Score -123525.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -123596.531250 Penalty: 723.431519
	Iteration 4Q: 3 clusters Score -123596.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -123684.570312 Penalty: 723.431519
	Iteration 5Q: 3 clusters Score -123684.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -123764.882812 Penalty: 723.431519
	Iteration 6Q: 3 clusters Score -123764.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -123837.906250 Penalty: 723.431519
	Iteration 7Q: 3 clusters Score -123837.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -123922.601562 Penalty: 723.431519
	Iteration 8Q: 3 clusters Score -123922.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -123998.507812 Penalty: 723.431519
	Iteration 9Q: 3 clusters Score -123998.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -124068.484375 Penalty: 723.431519
	Iteration 10Q: 3 clusters Score -124068.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -124116.015625 Penalty: 723.431519
	Iteration 11Q: 3 clusters Score -124116 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -124150.109375 Penalty: 723.431519
	Iteration 12Q: 3 clusters Score -124150.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -124165.828125 Penalty: 723.431519
	Iteration 13Q: 3 clusters Score -124165.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -124185.585938 Penalty: 723.431519
	Iteration 14Q: 3 clusters Score -124185.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -124197.640625 Penalty: 723.431519
	Iteration 15Q: 3 clusters Score -124197.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -124205.687500 Penalty: 723.431519
	Iteration 16Q: 3 clusters Score -124205.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -124211.140625 Penalty: 723.431519
	Iteration 17Q: 3 clusters Score -124211.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -124214.406250 Penalty: 723.431519
	Iteration 18Q: 3 clusters Score -124214.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -124216.804688 Penalty: 723.431519
	Iteration 19Q: 3 clusters Score -124216.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -124220.789062 Penalty: 723.431519
	Iteration 20F: 3 clusters Score -124220.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -124225.226562 Penalty: 723.431519
	Iteration 21Q: 3 clusters Score -124225.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -124228.398438 Penalty: 723.431519
	Iteration 22Q: 3 clusters Score -124228.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -124235.156250 Penalty: 723.431519
	Iteration 23Q: 3 clusters Score -124235.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -124244.039062 Penalty: 723.431519
	Iteration 24Q: 3 clusters Score -124244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -124256.468750 Penalty: 723.431519
	Iteration 25Q: 3 clusters Score -124256.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -124263.875000 Penalty: 723.431519
	Iteration 26Q: 3 clusters Score -124263.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -124270.234375 Penalty: 723.431519
	Iteration 27Q: 3 clusters Score -124270.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -124276.375000 Penalty: 723.431519
	Iteration 28Q: 3 clusters Score -124276.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -124285.695312 Penalty: 723.431519
	Iteration 29Q: 3 clusters Score -124285.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -124293.164062 Penalty: 723.431519
	Iteration 30Q: 3 clusters Score -124293.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -124308.085938 Penalty: 723.431519
	Iteration 31Q: 3 clusters Score -124308.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -124315.992188 Penalty: 723.431519
	Iteration 32Q: 3 clusters Score -124316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -124324.203125 Penalty: 723.431519
	Iteration 33Q: 3 clusters Score -124324.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -124332.132812 Penalty: 723.431519
	Iteration 34Q: 3 clusters Score -124332.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -124344.218750 Penalty: 723.431519
	Iteration 35Q: 3 clusters Score -124344.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -124351.679688 Penalty: 723.431519
	Iteration 36Q: 3 clusters Score -124351.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -124357.476562 Penalty: 723.431519
	Iteration 37Q: 3 clusters Score -124357.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -124362.781250 Penalty: 723.431519
	Iteration 38Q: 3 clusters Score -124362.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -124368.031250 Penalty: 723.431519
	Iteration 39Q: 3 clusters Score -124368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -124370.015625 Penalty: 723.431519
	Iteration 40F: 3 clusters Score -124370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -124376.562500 Penalty: 723.431519
	Iteration 41Q: 3 clusters Score -124376.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -124377.828125 Penalty: 723.431519
	Iteration 42Q: 3 clusters Score -124377.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -124377.828125 Penalty: 723.431519
	Iteration 43F: 3 clusters Score -124377.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (282671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282671 members 
Entering Unmasked Estep 
Score: -11753415.000000 Penalty: 571.117798
	Iteration 0F: 2 clusters Score -1.175342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141629 members 
Mstep: Class 2 contains 141042 members 
Entering Unmasked Estep 
Score: -11560322.000000 Penalty: 1142.235596
	Iteration 0F: 3 clusters Score -1.156032e+07 nChanged 139749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161970 members 
Mstep: Class 2 contains 120701 members 
Entering Unmasked Estep 
Score: -11646366.000000 Penalty: 1142.235596
	Iteration 1F: 3 clusters Score -1.164637e+07 nChanged 15345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176107 members 
Mstep: Class 2 contains 106564 members 
Entering Unmasked Estep 
Score: -11653742.000000 Penalty: 1142.235596
	Iteration 2F: 3 clusters Score -1.165374e+07 nChanged 21594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197039 members 
Mstep: Class 2 contains 85632 members 
Entering Unmasked Estep 
Score: -11668059.000000 Penalty: 1142.235596
	Iteration 3F: 3 clusters Score -1.166806e+07 nChanged 27138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223883 members 
Mstep: Class 2 contains 58788 members 
Entering Unmasked Estep 
Score: -11691455.000000 Penalty: 1142.235596
	Iteration 4F: 3 clusters Score -1.169146e+07 nChanged 26415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250234 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -11718167.000000 Penalty: 1142.235596
	Iteration 5F: 3 clusters Score -1.171817e+07 nChanged 19217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269441 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -11739060.000000 Penalty: 1142.235596
	Iteration 6F: 3 clusters Score -1.173906e+07 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279030 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -11749350.000000 Penalty: 1142.235596
	Iteration 7Q: 3 clusters Score -1.174935e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281973 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -11752281.000000 Penalty: 1142.235596
	Iteration 8Q: 3 clusters Score -1.175228e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282508 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11752786.000000 Penalty: 1142.235596
	Iteration 9Q: 3 clusters Score -1.175279e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282597 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11752877.000000 Penalty: 1142.235596
	Iteration 10Q: 3 clusters Score -1.175288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282617 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -11752903.000000 Penalty: 1142.235596
	Iteration 11Q: 3 clusters Score -1.17529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282625 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -11752921.000000 Penalty: 1142.235596
	Iteration 12Q: 3 clusters Score -1.175292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282628 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -11752927.000000 Penalty: 1142.235596
	Iteration 13Q: 3 clusters Score -1.175293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282629 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -11752930.000000 Penalty: 1142.235596
	Iteration 14Q: 3 clusters Score -1.175293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282630 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -11752927.000000 Penalty: 1142.235596
	Iteration 15Q: 3 clusters Score -1.175293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282630 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -11752927.000000 Penalty: 1142.235596
	Iteration 16F: 3 clusters Score -1.175293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Entering Unmasked Estep 
Score: -195378.968750 Penalty: 384.784668
	Iteration 0F: 2 clusters Score -195379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -192187.765625 Penalty: 769.569336
	Iteration 0F: 3 clusters Score -192187.8 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -193357.703125 Penalty: 769.569336
	Iteration 1F: 3 clusters Score -193357.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -193574.640625 Penalty: 769.569336
	Iteration 2F: 3 clusters Score -193574.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -193832.078125 Penalty: 769.569336
	Iteration 3F: 3 clusters Score -193832.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -194066.312500 Penalty: 769.569336
	Iteration 4F: 3 clusters Score -194066.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -194295.125000 Penalty: 769.569336
	Iteration 5F: 3 clusters Score -194295.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -194461.687500 Penalty: 769.569336
	Iteration 6F: 3 clusters Score -194461.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -194564.953125 Penalty: 769.569336
	Iteration 7Q: 3 clusters Score -194565 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -194620.234375 Penalty: 769.569336
	Iteration 8Q: 3 clusters Score -194620.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -194658.140625 Penalty: 769.569336
	Iteration 9Q: 3 clusters Score -194658.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -194689.000000 Penalty: 769.569336
	Iteration 10Q: 3 clusters Score -194689 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -194720.125000 Penalty: 769.569336
	Iteration 11Q: 3 clusters Score -194720.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -194759.343750 Penalty: 769.569336
	Iteration 12Q: 3 clusters Score -194759.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -194794.468750 Penalty: 769.569336
	Iteration 13Q: 3 clusters Score -194794.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -194823.437500 Penalty: 769.569336
	Iteration 14Q: 3 clusters Score -194823.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -194846.781250 Penalty: 769.569336
	Iteration 15Q: 3 clusters Score -194846.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -194860.687500 Penalty: 769.569336
	Iteration 16Q: 3 clusters Score -194860.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -194866.843750 Penalty: 769.569336
	Iteration 17Q: 3 clusters Score -194866.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -194871.828125 Penalty: 769.569336
	Iteration 18Q: 3 clusters Score -194871.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -194875.875000 Penalty: 769.569336
	Iteration 19Q: 3 clusters Score -194875.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -194879.312500 Penalty: 769.569336
	Iteration 20F: 3 clusters Score -194879.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -194883.328125 Penalty: 769.569336
	Iteration 21Q: 3 clusters Score -194883.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -194889.890625 Penalty: 769.569336
	Iteration 22Q: 3 clusters Score -194889.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -194895.843750 Penalty: 769.569336
	Iteration 23Q: 3 clusters Score -194895.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -194899.218750 Penalty: 769.569336
	Iteration 24Q: 3 clusters Score -194899.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -194901.593750 Penalty: 769.569336
	Iteration 25Q: 3 clusters Score -194901.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -194904.484375 Penalty: 769.569336
	Iteration 26Q: 3 clusters Score -194904.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -194906.046875 Penalty: 769.569336
	Iteration 27Q: 3 clusters Score -194906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -194906.625000 Penalty: 769.569336
	Iteration 28Q: 3 clusters Score -194906.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -194908.546875 Penalty: 769.569336
	Iteration 29Q: 3 clusters Score -194908.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -194910.875000 Penalty: 769.569336
	Iteration 30Q: 3 clusters Score -194910.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -194912.125000 Penalty: 769.569336
	Iteration 31Q: 3 clusters Score -194912.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -194912.890625 Penalty: 769.569336
	Iteration 32Q: 3 clusters Score -194912.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -194913.703125 Penalty: 769.569336
	Iteration 33Q: 3 clusters Score -194913.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -194914.359375 Penalty: 769.569336
	Iteration 34Q: 3 clusters Score -194914.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -194915.859375 Penalty: 769.569336
	Iteration 35Q: 3 clusters Score -194915.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -194916.187500 Penalty: 769.569336
	Iteration 36Q: 3 clusters Score -194916.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -194917.171875 Penalty: 769.569336
	Iteration 37Q: 3 clusters Score -194917.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -194917.359375 Penalty: 769.569336
	Iteration 38Q: 3 clusters Score -194917.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -194917.453125 Penalty: 769.569336
	Iteration 39Q: 3 clusters Score -194917.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -194917.765625 Penalty: 769.569336
	Iteration 40F: 3 clusters Score -194917.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -194917.750000 Penalty: 769.569336
	Iteration 41Q: 3 clusters Score -194917.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -194917.921875 Penalty: 769.569336
	Iteration 42Q: 3 clusters Score -194917.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -194917.781250 Penalty: 769.569336
	Iteration 43Q: 3 clusters Score -194917.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -194918.109375 Penalty: 769.569336
	Iteration 44Q: 3 clusters Score -194918.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -194917.640625 Penalty: 769.569336
	Iteration 45Q: 3 clusters Score -194917.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -194918.468750 Penalty: 769.569336
	Iteration 46Q: 3 clusters Score -194918.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -194919.265625 Penalty: 769.569336
	Iteration 47Q: 3 clusters Score -194919.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -194919.765625 Penalty: 769.569336
	Iteration 48Q: 3 clusters Score -194919.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -194920.828125 Penalty: 769.569336
	Iteration 49Q: 3 clusters Score -194920.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -194921.906250 Penalty: 769.569336
	Iteration 50Q: 3 clusters Score -194921.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -194922.968750 Penalty: 769.569336
	Iteration 51Q: 3 clusters Score -194923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -194923.968750 Penalty: 769.569336
	Iteration 52Q: 3 clusters Score -194924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -194925.328125 Penalty: 769.569336
	Iteration 53Q: 3 clusters Score -194925.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -194925.687500 Penalty: 769.569336
	Iteration 54Q: 3 clusters Score -194925.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -194926.250000 Penalty: 769.569336
	Iteration 55Q: 3 clusters Score -194926.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -194928.156250 Penalty: 769.569336
	Iteration 56Q: 3 clusters Score -194928.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -194928.812500 Penalty: 769.569336
	Iteration 57Q: 3 clusters Score -194928.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -194929.656250 Penalty: 769.569336
	Iteration 58Q: 3 clusters Score -194929.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -194931.640625 Penalty: 769.569336
	Iteration 59Q: 3 clusters Score -194931.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -194933.234375 Penalty: 769.569336
	Iteration 60F: 3 clusters Score -194933.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -194934.468750 Penalty: 769.569336
	Iteration 61Q: 3 clusters Score -194934.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -194936.015625 Penalty: 769.569336
	Iteration 62Q: 3 clusters Score -194936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -194936.656250 Penalty: 769.569336
	Iteration 63Q: 3 clusters Score -194936.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -194937.359375 Penalty: 769.569336
	Iteration 64Q: 3 clusters Score -194937.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -194939.625000 Penalty: 769.569336
	Iteration 65Q: 3 clusters Score -194939.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -194940.890625 Penalty: 769.569336
	Iteration 66Q: 3 clusters Score -194940.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -194943.046875 Penalty: 769.569336
	Iteration 67Q: 3 clusters Score -194943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -194944.843750 Penalty: 769.569336
	Iteration 68Q: 3 clusters Score -194944.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -194945.750000 Penalty: 769.569336
	Iteration 69Q: 3 clusters Score -194945.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -194946.296875 Penalty: 769.569336
	Iteration 70Q: 3 clusters Score -194946.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -194946.671875 Penalty: 769.569336
	Iteration 71Q: 3 clusters Score -194946.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -194947.187500 Penalty: 769.569336
	Iteration 72Q: 3 clusters Score -194947.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -194947.703125 Penalty: 769.569336
	Iteration 73Q: 3 clusters Score -194947.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -194948.296875 Penalty: 769.569336
	Iteration 74Q: 3 clusters Score -194948.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -194948.546875 Penalty: 769.569336
	Iteration 75Q: 3 clusters Score -194948.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -194948.718750 Penalty: 769.569336
	Iteration 76Q: 3 clusters Score -194948.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -194948.718750 Penalty: 769.569336
	Iteration 77F: 3 clusters Score -194948.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Entering Unmasked Estep 
Score: -585374.687500 Penalty: 435.611145
	Iteration 0F: 2 clusters Score -585374.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -575801.562500 Penalty: 871.222290
	Iteration 0F: 3 clusters Score -575801.6 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -579883.562500 Penalty: 871.222290
	Iteration 1F: 3 clusters Score -579883.6 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -580213.437500 Penalty: 871.222290
	Iteration 2F: 3 clusters Score -580213.4 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -580588.000000 Penalty: 871.222290
	Iteration 3F: 3 clusters Score -580588 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -581091.625000 Penalty: 871.222290
	Iteration 4F: 3 clusters Score -581091.6 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -581811.562500 Penalty: 871.222290
	Iteration 5F: 3 clusters Score -581811.6 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -582611.750000 Penalty: 871.222290
	Iteration 6F: 3 clusters Score -582611.8 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -583426.187500 Penalty: 871.222290
	Iteration 7F: 3 clusters Score -583426.2 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -584063.250000 Penalty: 871.222290
	Iteration 8F: 3 clusters Score -584063.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -584496.000000 Penalty: 871.222290
	Iteration 9Q: 3 clusters Score -584496 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -584777.625000 Penalty: 871.222290
	Iteration 10Q: 3 clusters Score -584777.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -584915.937500 Penalty: 871.222290
	Iteration 11Q: 3 clusters Score -584915.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -584977.187500 Penalty: 871.222290
	Iteration 12Q: 3 clusters Score -584977.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -585003.125000 Penalty: 871.222290
	Iteration 13Q: 3 clusters Score -585003.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -585014.625000 Penalty: 871.222290
	Iteration 14Q: 3 clusters Score -585014.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -585026.437500 Penalty: 871.222290
	Iteration 15Q: 3 clusters Score -585026.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -585036.750000 Penalty: 871.222290
	Iteration 16Q: 3 clusters Score -585036.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -585043.875000 Penalty: 871.222290
	Iteration 17Q: 3 clusters Score -585043.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -585049.062500 Penalty: 871.222290
	Iteration 18Q: 3 clusters Score -585049.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -585053.312500 Penalty: 871.222290
	Iteration 19Q: 3 clusters Score -585053.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -585059.500000 Penalty: 871.222290
	Iteration 20F: 3 clusters Score -585059.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -585067.312500 Penalty: 871.222290
	Iteration 21Q: 3 clusters Score -585067.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -585071.937500 Penalty: 871.222290
	Iteration 22Q: 3 clusters Score -585071.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -585073.437500 Penalty: 871.222290
	Iteration 23Q: 3 clusters Score -585073.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -585076.250000 Penalty: 871.222290
	Iteration 24Q: 3 clusters Score -585076.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -585077.812500 Penalty: 871.222290
	Iteration 25Q: 3 clusters Score -585077.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -585078.000000 Penalty: 871.222290
	Iteration 26Q: 3 clusters Score -585078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -585078.750000 Penalty: 871.222290
	Iteration 27Q: 3 clusters Score -585078.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -585078.750000 Penalty: 871.222290
	Iteration 28F: 3 clusters Score -585078.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Entering Unmasked Estep 
Score: -516519.281250 Penalty: 432.093994
	Iteration 0F: 2 clusters Score -516519.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -507683.812500 Penalty: 864.187988
	Iteration 0F: 3 clusters Score -507683.8 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -511361.625000 Penalty: 864.187988
	Iteration 1F: 3 clusters Score -511361.6 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -511743.312500 Penalty: 864.187988
	Iteration 2F: 3 clusters Score -511743.3 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -512226.812500 Penalty: 864.187988
	Iteration 3F: 3 clusters Score -512226.8 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -512810.156250 Penalty: 864.187988
	Iteration 4F: 3 clusters Score -512810.2 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -513467.468750 Penalty: 864.187988
	Iteration 5F: 3 clusters Score -513467.5 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -514048.781250 Penalty: 864.187988
	Iteration 6F: 3 clusters Score -514048.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -514430.125000 Penalty: 864.187988
	Iteration 7Q: 3 clusters Score -514430.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -514655.781250 Penalty: 864.187988
	Iteration 8Q: 3 clusters Score -514655.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -514790.750000 Penalty: 864.187988
	Iteration 9Q: 3 clusters Score -514790.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -514879.968750 Penalty: 864.187988
	Iteration 10Q: 3 clusters Score -514880 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -514951.500000 Penalty: 864.187988
	Iteration 11Q: 3 clusters Score -514951.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -515017.281250 Penalty: 864.187988
	Iteration 12Q: 3 clusters Score -515017.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -515086.812500 Penalty: 864.187988
	Iteration 13Q: 3 clusters Score -515086.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -515155.250000 Penalty: 864.187988
	Iteration 14Q: 3 clusters Score -515155.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -515211.937500 Penalty: 864.187988
	Iteration 15Q: 3 clusters Score -515211.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -515275.750000 Penalty: 864.187988
	Iteration 16Q: 3 clusters Score -515275.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -515341.468750 Penalty: 864.187988
	Iteration 17Q: 3 clusters Score -515341.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -515405.875000 Penalty: 864.187988
	Iteration 18Q: 3 clusters Score -515405.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -515476.656250 Penalty: 864.187988
	Iteration 19Q: 3 clusters Score -515476.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -515538.593750 Penalty: 864.187988
	Iteration 20F: 3 clusters Score -515538.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -515603.093750 Penalty: 864.187988
	Iteration 21Q: 3 clusters Score -515603.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -515660.031250 Penalty: 864.187988
	Iteration 22Q: 3 clusters Score -515660 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -515721.500000 Penalty: 864.187988
	Iteration 23Q: 3 clusters Score -515721.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -515764.593750 Penalty: 864.187988
	Iteration 24Q: 3 clusters Score -515764.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -515800.437500 Penalty: 864.187988
	Iteration 25Q: 3 clusters Score -515800.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -515832.281250 Penalty: 864.187988
	Iteration 26Q: 3 clusters Score -515832.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -515867.125000 Penalty: 864.187988
	Iteration 27Q: 3 clusters Score -515867.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -515902.750000 Penalty: 864.187988
	Iteration 28Q: 3 clusters Score -515902.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -515935.031250 Penalty: 864.187988
	Iteration 29Q: 3 clusters Score -515935 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -515960.437500 Penalty: 864.187988
	Iteration 30Q: 3 clusters Score -515960.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -515985.000000 Penalty: 864.187988
	Iteration 31Q: 3 clusters Score -515985 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -516004.625000 Penalty: 864.187988
	Iteration 32Q: 3 clusters Score -516004.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -516024.562500 Penalty: 864.187988
	Iteration 33Q: 3 clusters Score -516024.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -516044.468750 Penalty: 864.187988
	Iteration 34Q: 3 clusters Score -516044.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -516064.562500 Penalty: 864.187988
	Iteration 35Q: 3 clusters Score -516064.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -516079.187500 Penalty: 864.187988
	Iteration 36Q: 3 clusters Score -516079.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -516088.468750 Penalty: 864.187988
	Iteration 37Q: 3 clusters Score -516088.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -516096.812500 Penalty: 864.187988
	Iteration 38Q: 3 clusters Score -516096.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -516103.250000 Penalty: 864.187988
	Iteration 39Q: 3 clusters Score -516103.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -516109.125000 Penalty: 864.187988
	Iteration 40F: 3 clusters Score -516109.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -516112.718750 Penalty: 864.187988
	Iteration 41Q: 3 clusters Score -516112.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -516117.593750 Penalty: 864.187988
	Iteration 42Q: 3 clusters Score -516117.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -516123.468750 Penalty: 864.187988
	Iteration 43Q: 3 clusters Score -516123.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -516127.531250 Penalty: 864.187988
	Iteration 44Q: 3 clusters Score -516127.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -516134.937500 Penalty: 864.187988
	Iteration 45Q: 3 clusters Score -516134.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -516139.125000 Penalty: 864.187988
	Iteration 46Q: 3 clusters Score -516139.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -516143.000000 Penalty: 864.187988
	Iteration 47Q: 3 clusters Score -516143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -516146.937500 Penalty: 864.187988
	Iteration 48Q: 3 clusters Score -516146.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -516150.343750 Penalty: 864.187988
	Iteration 49Q: 3 clusters Score -516150.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -516154.812500 Penalty: 864.187988
	Iteration 50Q: 3 clusters Score -516154.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -516156.906250 Penalty: 864.187988
	Iteration 51Q: 3 clusters Score -516156.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -516161.437500 Penalty: 864.187988
	Iteration 52Q: 3 clusters Score -516161.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -516164.000000 Penalty: 864.187988
	Iteration 53Q: 3 clusters Score -516164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -516167.281250 Penalty: 864.187988
	Iteration 54Q: 3 clusters Score -516167.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -516170.250000 Penalty: 864.187988
	Iteration 55Q: 3 clusters Score -516170.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -516177.718750 Penalty: 864.187988
	Iteration 56Q: 3 clusters Score -516177.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -516183.875000 Penalty: 864.187988
	Iteration 57Q: 3 clusters Score -516183.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -516185.781250 Penalty: 864.187988
	Iteration 58Q: 3 clusters Score -516185.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -516187.250000 Penalty: 864.187988
	Iteration 59Q: 3 clusters Score -516187.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -516190.375000 Penalty: 864.187988
	Iteration 60F: 3 clusters Score -516190.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -516193.968750 Penalty: 864.187988
	Iteration 61Q: 3 clusters Score -516194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -516194.906250 Penalty: 864.187988
	Iteration 62Q: 3 clusters Score -516194.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -516195.250000 Penalty: 864.187988
	Iteration 63Q: 3 clusters Score -516195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -516194.562500 Penalty: 864.187988
	Iteration 64Q: 3 clusters Score -516194.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -516194.593750 Penalty: 864.187988
	Iteration 65Q: 3 clusters Score -516194.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -516194.593750 Penalty: 864.187988
	Iteration 66F: 3 clusters Score -516194.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Entering Unmasked Estep 
Score: -915137.125000 Penalty: 455.681763
	Iteration 0F: 2 clusters Score -915137.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -900340.062500 Penalty: 911.363525
	Iteration 0F: 3 clusters Score -900340.1 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -906755.500000 Penalty: 911.363525
	Iteration 1F: 3 clusters Score -906755.5 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -907331.875000 Penalty: 911.363525
	Iteration 2F: 3 clusters Score -907331.9 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -908172.187500 Penalty: 911.363525
	Iteration 3F: 3 clusters Score -908172.2 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -909313.062500 Penalty: 911.363525
	Iteration 4F: 3 clusters Score -909313.1 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -910557.437500 Penalty: 911.363525
	Iteration 5F: 3 clusters Score -910557.4 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -911542.437500 Penalty: 911.363525
	Iteration 6F: 3 clusters Score -911542.4 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -912106.125000 Penalty: 911.363525
	Iteration 7Q: 3 clusters Score -912106.1 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -912411.375000 Penalty: 911.363525
	Iteration 8Q: 3 clusters Score -912411.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -912612.812500 Penalty: 911.363525
	Iteration 9Q: 3 clusters Score -912612.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -912800.437500 Penalty: 911.363525
	Iteration 10Q: 3 clusters Score -912800.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -912980.000000 Penalty: 911.363525
	Iteration 11Q: 3 clusters Score -912980 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -913148.062500 Penalty: 911.363525
	Iteration 12Q: 3 clusters Score -913148.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -913307.062500 Penalty: 911.363525
	Iteration 13Q: 3 clusters Score -913307.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -913477.250000 Penalty: 911.363525
	Iteration 14Q: 3 clusters Score -913477.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -913626.250000 Penalty: 911.363525
	Iteration 15Q: 3 clusters Score -913626.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -913751.937500 Penalty: 911.363525
	Iteration 16Q: 3 clusters Score -913751.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -913841.812500 Penalty: 911.363525
	Iteration 17Q: 3 clusters Score -913841.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -913927.875000 Penalty: 911.363525
	Iteration 18Q: 3 clusters Score -913927.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -914004.000000 Penalty: 911.363525
	Iteration 19Q: 3 clusters Score -914004 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -914068.437500 Penalty: 911.363525
	Iteration 20F: 3 clusters Score -914068.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -914141.875000 Penalty: 911.363525
	Iteration 21Q: 3 clusters Score -914141.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -914208.000000 Penalty: 911.363525
	Iteration 22Q: 3 clusters Score -914208 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -914261.750000 Penalty: 911.363525
	Iteration 23Q: 3 clusters Score -914261.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -914324.500000 Penalty: 911.363525
	Iteration 24Q: 3 clusters Score -914324.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -914385.500000 Penalty: 911.363525
	Iteration 25Q: 3 clusters Score -914385.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -914438.125000 Penalty: 911.363525
	Iteration 26Q: 3 clusters Score -914438.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -914485.312500 Penalty: 911.363525
	Iteration 27Q: 3 clusters Score -914485.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -914517.687500 Penalty: 911.363525
	Iteration 28Q: 3 clusters Score -914517.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -914553.062500 Penalty: 911.363525
	Iteration 29Q: 3 clusters Score -914553.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -914575.687500 Penalty: 911.363525
	Iteration 30Q: 3 clusters Score -914575.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -914601.500000 Penalty: 911.363525
	Iteration 31Q: 3 clusters Score -914601.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -914620.250000 Penalty: 911.363525
	Iteration 32Q: 3 clusters Score -914620.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -914632.000000 Penalty: 911.363525
	Iteration 33Q: 3 clusters Score -914632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -914648.750000 Penalty: 911.363525
	Iteration 34Q: 3 clusters Score -914648.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -914659.750000 Penalty: 911.363525
	Iteration 35Q: 3 clusters Score -914659.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -914670.062500 Penalty: 911.363525
	Iteration 36Q: 3 clusters Score -914670.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -914680.750000 Penalty: 911.363525
	Iteration 37Q: 3 clusters Score -914680.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -914689.875000 Penalty: 911.363525
	Iteration 38Q: 3 clusters Score -914689.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -914701.312500 Penalty: 911.363525
	Iteration 39Q: 3 clusters Score -914701.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -914708.625000 Penalty: 911.363525
	Iteration 40F: 3 clusters Score -914708.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -914716.062500 Penalty: 911.363525
	Iteration 41Q: 3 clusters Score -914716.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -914720.312500 Penalty: 911.363525
	Iteration 42Q: 3 clusters Score -914720.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -914727.000000 Penalty: 911.363525
	Iteration 43Q: 3 clusters Score -914727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -914733.375000 Penalty: 911.363525
	Iteration 44Q: 3 clusters Score -914733.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -914735.437500 Penalty: 911.363525
	Iteration 45Q: 3 clusters Score -914735.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -914739.750000 Penalty: 911.363525
	Iteration 46Q: 3 clusters Score -914739.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -914740.125000 Penalty: 911.363525
	Iteration 47Q: 3 clusters Score -914740.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -914741.250000 Penalty: 911.363525
	Iteration 48Q: 3 clusters Score -914741.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -914742.062500 Penalty: 911.363525
	Iteration 49Q: 3 clusters Score -914742.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -914743.750000 Penalty: 911.363525
	Iteration 50Q: 3 clusters Score -914743.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -914744.812500 Penalty: 911.363525
	Iteration 51Q: 3 clusters Score -914744.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -914745.062500 Penalty: 911.363525
	Iteration 52Q: 3 clusters Score -914745.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -914745.875000 Penalty: 911.363525
	Iteration 53Q: 3 clusters Score -914745.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -914746.812500 Penalty: 911.363525
	Iteration 54Q: 3 clusters Score -914746.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -914747.062500 Penalty: 911.363525
	Iteration 55Q: 3 clusters Score -914747.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -914747.125000 Penalty: 911.363525
	Iteration 56Q: 3 clusters Score -914747.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -914747.812500 Penalty: 911.363525
	Iteration 57Q: 3 clusters Score -914747.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -914747.687500 Penalty: 911.363525
	Iteration 58Q: 3 clusters Score -914747.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -914747.937500 Penalty: 911.363525
	Iteration 59Q: 3 clusters Score -914747.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -914747.937500 Penalty: 911.363525
	Iteration 60F: 3 clusters Score -914747.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Entering Unmasked Estep 
Score: -138075.203125 Penalty: 372.585358
	Iteration 0F: 2 clusters Score -138075.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -135616.812500 Penalty: 745.170715
	Iteration 0F: 3 clusters Score -135616.8 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -136647.984375 Penalty: 745.170715
	Iteration 1F: 3 clusters Score -136648 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -136808.234375 Penalty: 745.170715
	Iteration 2F: 3 clusters Score -136808.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -136913.718750 Penalty: 745.170715
	Iteration 3F: 3 clusters Score -136913.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -136987.500000 Penalty: 745.170715
	Iteration 4Q: 3 clusters Score -136987.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -137032.625000 Penalty: 745.170715
	Iteration 5Q: 3 clusters Score -137032.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -137080.187500 Penalty: 745.170715
	Iteration 6Q: 3 clusters Score -137080.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -137122.796875 Penalty: 745.170715
	Iteration 7Q: 3 clusters Score -137122.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -137173.281250 Penalty: 745.170715
	Iteration 8Q: 3 clusters Score -137173.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -137221.593750 Penalty: 745.170715
	Iteration 9Q: 3 clusters Score -137221.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -137250.390625 Penalty: 745.170715
	Iteration 10Q: 3 clusters Score -137250.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -137278.703125 Penalty: 745.170715
	Iteration 11Q: 3 clusters Score -137278.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -137304.718750 Penalty: 745.170715
	Iteration 12Q: 3 clusters Score -137304.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -137323.515625 Penalty: 745.170715
	Iteration 13Q: 3 clusters Score -137323.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -137353.343750 Penalty: 745.170715
	Iteration 14Q: 3 clusters Score -137353.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -137375.171875 Penalty: 745.170715
	Iteration 15Q: 3 clusters Score -137375.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -137389.531250 Penalty: 745.170715
	Iteration 16Q: 3 clusters Score -137389.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -137401.625000 Penalty: 745.170715
	Iteration 17Q: 3 clusters Score -137401.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -137412.593750 Penalty: 745.170715
	Iteration 18Q: 3 clusters Score -137412.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -137423.578125 Penalty: 745.170715
	Iteration 19Q: 3 clusters Score -137423.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -137438.515625 Penalty: 745.170715
	Iteration 20F: 3 clusters Score -137438.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -137447.453125 Penalty: 745.170715
	Iteration 21Q: 3 clusters Score -137447.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -137452.406250 Penalty: 745.170715
	Iteration 22Q: 3 clusters Score -137452.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -137457.562500 Penalty: 745.170715
	Iteration 23Q: 3 clusters Score -137457.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -137461.781250 Penalty: 745.170715
	Iteration 24Q: 3 clusters Score -137461.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -137464.656250 Penalty: 745.170715
	Iteration 25Q: 3 clusters Score -137464.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -137466.687500 Penalty: 745.170715
	Iteration 26Q: 3 clusters Score -137466.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -137468.843750 Penalty: 745.170715
	Iteration 27Q: 3 clusters Score -137468.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -137472.515625 Penalty: 745.170715
	Iteration 28Q: 3 clusters Score -137472.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -137476.031250 Penalty: 745.170715
	Iteration 29Q: 3 clusters Score -137476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -137480.296875 Penalty: 745.170715
	Iteration 30Q: 3 clusters Score -137480.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -137489.453125 Penalty: 745.170715
	Iteration 31Q: 3 clusters Score -137489.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -137500.000000 Penalty: 745.170715
	Iteration 32Q: 3 clusters Score -137500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -137514.140625 Penalty: 745.170715
	Iteration 33Q: 3 clusters Score -137514.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -137527.437500 Penalty: 745.170715
	Iteration 34Q: 3 clusters Score -137527.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -137541.515625 Penalty: 745.170715
	Iteration 35Q: 3 clusters Score -137541.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -137554.859375 Penalty: 745.170715
	Iteration 36Q: 3 clusters Score -137554.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -137565.343750 Penalty: 745.170715
	Iteration 37Q: 3 clusters Score -137565.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -137575.093750 Penalty: 745.170715
	Iteration 38Q: 3 clusters Score -137575.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -137583.546875 Penalty: 745.170715
	Iteration 39Q: 3 clusters Score -137583.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -137595.421875 Penalty: 745.170715
	Iteration 40F: 3 clusters Score -137595.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -137603.687500 Penalty: 745.170715
	Iteration 41Q: 3 clusters Score -137603.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -137614.812500 Penalty: 745.170715
	Iteration 42Q: 3 clusters Score -137614.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -137621.906250 Penalty: 745.170715
	Iteration 43Q: 3 clusters Score -137621.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -137626.671875 Penalty: 745.170715
	Iteration 44Q: 3 clusters Score -137626.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -137635.703125 Penalty: 745.170715
	Iteration 45Q: 3 clusters Score -137635.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -137644.484375 Penalty: 745.170715
	Iteration 46Q: 3 clusters Score -137644.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -137653.281250 Penalty: 745.170715
	Iteration 47Q: 3 clusters Score -137653.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -137658.546875 Penalty: 745.170715
	Iteration 48Q: 3 clusters Score -137658.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -137663.921875 Penalty: 745.170715
	Iteration 49Q: 3 clusters Score -137663.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -137669.093750 Penalty: 745.170715
	Iteration 50Q: 3 clusters Score -137669.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -137673.046875 Penalty: 745.170715
	Iteration 51Q: 3 clusters Score -137673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -137674.421875 Penalty: 745.170715
	Iteration 52Q: 3 clusters Score -137674.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -137675.609375 Penalty: 745.170715
	Iteration 53Q: 3 clusters Score -137675.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -137677.937500 Penalty: 745.170715
	Iteration 54Q: 3 clusters Score -137677.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -137682.359375 Penalty: 745.170715
	Iteration 55Q: 3 clusters Score -137682.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -137687.031250 Penalty: 745.170715
	Iteration 56Q: 3 clusters Score -137687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -137692.078125 Penalty: 745.170715
	Iteration 57Q: 3 clusters Score -137692.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -137697.328125 Penalty: 745.170715
	Iteration 58Q: 3 clusters Score -137697.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -137699.968750 Penalty: 745.170715
	Iteration 59Q: 3 clusters Score -137700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -137704.125000 Penalty: 745.170715
	Iteration 60F: 3 clusters Score -137704.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -137709.093750 Penalty: 745.170715
	Iteration 61Q: 3 clusters Score -137709.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -137713.593750 Penalty: 745.170715
	Iteration 62Q: 3 clusters Score -137713.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -137716.937500 Penalty: 745.170715
	Iteration 63Q: 3 clusters Score -137716.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -137720.796875 Penalty: 745.170715
	Iteration 64Q: 3 clusters Score -137720.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -137724.625000 Penalty: 745.170715
	Iteration 65Q: 3 clusters Score -137724.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -137726.781250 Penalty: 745.170715
	Iteration 66Q: 3 clusters Score -137726.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -137727.953125 Penalty: 745.170715
	Iteration 67Q: 3 clusters Score -137728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -137728.218750 Penalty: 745.170715
	Iteration 68Q: 3 clusters Score -137728.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -137729.343750 Penalty: 745.170715
	Iteration 69Q: 3 clusters Score -137729.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -137730.671875 Penalty: 745.170715
	Iteration 70Q: 3 clusters Score -137730.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -137732.140625 Penalty: 745.170715
	Iteration 71Q: 3 clusters Score -137732.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -137734.750000 Penalty: 745.170715
	Iteration 72Q: 3 clusters Score -137734.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -137736.687500 Penalty: 745.170715
	Iteration 73Q: 3 clusters Score -137736.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -137738.875000 Penalty: 745.170715
	Iteration 74Q: 3 clusters Score -137738.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -137739.734375 Penalty: 745.170715
	Iteration 75Q: 3 clusters Score -137739.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -137740.593750 Penalty: 745.170715
	Iteration 76Q: 3 clusters Score -137740.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -137740.812500 Penalty: 745.170715
	Iteration 77Q: 3 clusters Score -137740.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -137743.593750 Penalty: 745.170715
	Iteration 78Q: 3 clusters Score -137743.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -137745.250000 Penalty: 745.170715
	Iteration 79Q: 3 clusters Score -137745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -137746.328125 Penalty: 745.170715
	Iteration 80F: 3 clusters Score -137746.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -137747.359375 Penalty: 745.170715
	Iteration 81Q: 3 clusters Score -137747.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -137748.296875 Penalty: 745.170715
	Iteration 82Q: 3 clusters Score -137748.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -137749.312500 Penalty: 745.170715
	Iteration 83Q: 3 clusters Score -137749.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -137749.593750 Penalty: 745.170715
	Iteration 84Q: 3 clusters Score -137749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -137750.421875 Penalty: 745.170715
	Iteration 85Q: 3 clusters Score -137750.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -137751.156250 Penalty: 745.170715
	Iteration 86Q: 3 clusters Score -137751.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -137751.671875 Penalty: 745.170715
	Iteration 87Q: 3 clusters Score -137751.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -137752.015625 Penalty: 745.170715
	Iteration 88Q: 3 clusters Score -137752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -137752.015625 Penalty: 745.170715
	Iteration 89F: 3 clusters Score -137752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Entering Unmasked Estep 
Score: -89832.703125 Penalty: 351.742950
	Iteration 0F: 2 clusters Score -89832.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -88214.921875 Penalty: 703.485901
	Iteration 0F: 3 clusters Score -88214.92 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -88739.898438 Penalty: 703.485901
	Iteration 1F: 3 clusters Score -88739.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -88837.234375 Penalty: 703.485901
	Iteration 2F: 3 clusters Score -88837.23 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -88924.046875 Penalty: 703.485901
	Iteration 3F: 3 clusters Score -88924.05 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -89019.320312 Penalty: 703.485901
	Iteration 4F: 3 clusters Score -89019.32 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -89102.656250 Penalty: 703.485901
	Iteration 5F: 3 clusters Score -89102.66 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -89169.476562 Penalty: 703.485901
	Iteration 6Q: 3 clusters Score -89169.48 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -89236.585938 Penalty: 703.485901
	Iteration 7Q: 3 clusters Score -89236.59 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -89300.250000 Penalty: 703.485901
	Iteration 8Q: 3 clusters Score -89300.25 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -89364.585938 Penalty: 703.485901
	Iteration 9Q: 3 clusters Score -89364.59 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -89422.039062 Penalty: 703.485901
	Iteration 10Q: 3 clusters Score -89422.04 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -89468.828125 Penalty: 703.485901
	Iteration 11Q: 3 clusters Score -89468.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -89489.398438 Penalty: 703.485901
	Iteration 12Q: 3 clusters Score -89489.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -89497.320312 Penalty: 703.485901
	Iteration 13Q: 3 clusters Score -89497.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -89506.351562 Penalty: 703.485901
	Iteration 14Q: 3 clusters Score -89506.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -89515.687500 Penalty: 703.485901
	Iteration 15Q: 3 clusters Score -89515.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -89525.468750 Penalty: 703.485901
	Iteration 16Q: 3 clusters Score -89525.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -89533.023438 Penalty: 703.485901
	Iteration 17Q: 3 clusters Score -89533.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -89537.265625 Penalty: 703.485901
	Iteration 18Q: 3 clusters Score -89537.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -89538.945312 Penalty: 703.485901
	Iteration 19Q: 3 clusters Score -89538.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -89540.351562 Penalty: 703.485901
	Iteration 20F: 3 clusters Score -89540.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -89540.429688 Penalty: 703.485901
	Iteration 21Q: 3 clusters Score -89540.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -89540.429688 Penalty: 703.485901
	Iteration 22F: 3 clusters Score -89540.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -66052.296875 Penalty: 338.739929
	Iteration 0F: 2 clusters Score -66052.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -64785.011719 Penalty: 677.479858
	Iteration 0F: 3 clusters Score -64785.01 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -65317.203125 Penalty: 677.479858
	Iteration 1F: 3 clusters Score -65317.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -65528.875000 Penalty: 677.479858
	Iteration 2F: 3 clusters Score -65528.88 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -65645.218750 Penalty: 677.479858
	Iteration 3F: 3 clusters Score -65645.22 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -65717.507812 Penalty: 677.479858
	Iteration 4F: 3 clusters Score -65717.51 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -65760.773438 Penalty: 677.479858
	Iteration 5Q: 3 clusters Score -65760.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -65797.726562 Penalty: 677.479858
	Iteration 6Q: 3 clusters Score -65797.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -65830.859375 Penalty: 677.479858
	Iteration 7Q: 3 clusters Score -65830.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65850.445312 Penalty: 677.479858
	Iteration 8Q: 3 clusters Score -65850.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -65861.632812 Penalty: 677.479858
	Iteration 9Q: 3 clusters Score -65861.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -65869.078125 Penalty: 677.479858
	Iteration 10Q: 3 clusters Score -65869.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -65874.781250 Penalty: 677.479858
	Iteration 11Q: 3 clusters Score -65874.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65879.804688 Penalty: 677.479858
	Iteration 12Q: 3 clusters Score -65879.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -65888.742188 Penalty: 677.479858
	Iteration 13Q: 3 clusters Score -65888.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65893.351562 Penalty: 677.479858
	Iteration 14Q: 3 clusters Score -65893.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65897.851562 Penalty: 677.479858
	Iteration 15Q: 3 clusters Score -65897.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -65901.679688 Penalty: 677.479858
	Iteration 16Q: 3 clusters Score -65901.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -65902.835938 Penalty: 677.479858
	Iteration 17Q: 3 clusters Score -65902.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -65903.109375 Penalty: 677.479858
	Iteration 18Q: 3 clusters Score -65903.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -65903.109375 Penalty: 677.479858
	Iteration 19F: 3 clusters Score -65903.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Entering Unmasked Estep 
Score: -136594.109375 Penalty: 371.782043
	Iteration 0F: 2 clusters Score -136594.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -134153.890625 Penalty: 743.564087
	Iteration 0F: 3 clusters Score -134153.9 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -135110.703125 Penalty: 743.564087
	Iteration 1F: 3 clusters Score -135110.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -135371.484375 Penalty: 743.564087
	Iteration 2F: 3 clusters Score -135371.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -135591.156250 Penalty: 743.564087
	Iteration 3F: 3 clusters Score -135591.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -135782.984375 Penalty: 743.564087
	Iteration 4F: 3 clusters Score -135783 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -135927.843750 Penalty: 743.564087
	Iteration 5F: 3 clusters Score -135927.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -136045.187500 Penalty: 743.564087
	Iteration 6Q: 3 clusters Score -136045.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -136144.906250 Penalty: 743.564087
	Iteration 7Q: 3 clusters Score -136144.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -136227.000000 Penalty: 743.564087
	Iteration 8Q: 3 clusters Score -136227 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -136283.359375 Penalty: 743.564087
	Iteration 9Q: 3 clusters Score -136283.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -136307.609375 Penalty: 743.564087
	Iteration 10Q: 3 clusters Score -136307.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -136317.937500 Penalty: 743.564087
	Iteration 11Q: 3 clusters Score -136317.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -136322.453125 Penalty: 743.564087
	Iteration 12Q: 3 clusters Score -136322.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -136330.281250 Penalty: 743.564087
	Iteration 13Q: 3 clusters Score -136330.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -136338.000000 Penalty: 743.564087
	Iteration 14Q: 3 clusters Score -136338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -136341.781250 Penalty: 743.564087
	Iteration 15Q: 3 clusters Score -136341.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -136344.609375 Penalty: 743.564087
	Iteration 16Q: 3 clusters Score -136344.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -136346.375000 Penalty: 743.564087
	Iteration 17Q: 3 clusters Score -136346.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -136347.296875 Penalty: 743.564087
	Iteration 18Q: 3 clusters Score -136347.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -136347.531250 Penalty: 743.564087
	Iteration 19Q: 3 clusters Score -136347.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -136347.515625 Penalty: 743.564087
	Iteration 20F: 3 clusters Score -136347.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -136347.562500 Penalty: 743.564087
	Iteration 21Q: 3 clusters Score -136347.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -136347.562500 Penalty: 743.564087
	Iteration 22F: 3 clusters Score -136347.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Entering Unmasked Estep 
Score: -172631.421875 Penalty: 380.828308
	Iteration 0F: 2 clusters Score -172631.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -169675.109375 Penalty: 761.656616
	Iteration 0F: 3 clusters Score -169675.1 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -170754.656250 Penalty: 761.656616
	Iteration 1F: 3 clusters Score -170754.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -170855.468750 Penalty: 761.656616
	Iteration 2F: 3 clusters Score -170855.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -170936.453125 Penalty: 761.656616
	Iteration 3F: 3 clusters Score -170936.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -171017.234375 Penalty: 761.656616
	Iteration 4Q: 3 clusters Score -171017.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -171103.718750 Penalty: 761.656616
	Iteration 5Q: 3 clusters Score -171103.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -171203.218750 Penalty: 761.656616
	Iteration 6F: 3 clusters Score -171203.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -171309.140625 Penalty: 761.656616
	Iteration 7Q: 3 clusters Score -171309.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -171432.843750 Penalty: 761.656616
	Iteration 8Q: 3 clusters Score -171432.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -171578.953125 Penalty: 761.656616
	Iteration 9F: 3 clusters Score -171579 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -171727.781250 Penalty: 761.656616
	Iteration 10Q: 3 clusters Score -171727.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -171889.250000 Penalty: 761.656616
	Iteration 11Q: 3 clusters Score -171889.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -172052.875000 Penalty: 761.656616
	Iteration 12Q: 3 clusters Score -172052.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -172172.390625 Penalty: 761.656616
	Iteration 13Q: 3 clusters Score -172172.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -172251.796875 Penalty: 761.656616
	Iteration 14Q: 3 clusters Score -172251.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -172291.906250 Penalty: 761.656616
	Iteration 15Q: 3 clusters Score -172291.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -172306.718750 Penalty: 761.656616
	Iteration 16Q: 3 clusters Score -172306.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -172314.046875 Penalty: 761.656616
	Iteration 17Q: 3 clusters Score -172314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -172319.343750 Penalty: 761.656616
	Iteration 18Q: 3 clusters Score -172319.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -172319.343750 Penalty: 761.656616
	Iteration 19F: 3 clusters Score -172319.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -89207.000000 Penalty: 356.157593
	Iteration 0F: 2 clusters Score -89207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -87438.585938 Penalty: 712.315186
	Iteration 0F: 3 clusters Score -87438.59 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -88239.195312 Penalty: 712.315186
	Iteration 1F: 3 clusters Score -88239.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -88471.539062 Penalty: 712.315186
	Iteration 2F: 3 clusters Score -88471.54 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -88655.195312 Penalty: 712.315186
	Iteration 3F: 3 clusters Score -88655.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -88798.234375 Penalty: 712.315186
	Iteration 4F: 3 clusters Score -88798.23 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -88869.953125 Penalty: 712.315186
	Iteration 5Q: 3 clusters Score -88869.95 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -88911.734375 Penalty: 712.315186
	Iteration 6Q: 3 clusters Score -88911.73 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -88949.062500 Penalty: 712.315186
	Iteration 7Q: 3 clusters Score -88949.06 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -88979.843750 Penalty: 712.315186
	Iteration 8Q: 3 clusters Score -88979.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -88991.890625 Penalty: 712.315186
	Iteration 9Q: 3 clusters Score -88991.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -89003.414062 Penalty: 712.315186
	Iteration 10Q: 3 clusters Score -89003.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -89012.937500 Penalty: 712.315186
	Iteration 11Q: 3 clusters Score -89012.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -89019.242188 Penalty: 712.315186
	Iteration 12Q: 3 clusters Score -89019.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -89023.093750 Penalty: 712.315186
	Iteration 13Q: 3 clusters Score -89023.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -89026.164062 Penalty: 712.315186
	Iteration 14Q: 3 clusters Score -89026.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -89030.828125 Penalty: 712.315186
	Iteration 15Q: 3 clusters Score -89030.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -89034.664062 Penalty: 712.315186
	Iteration 16Q: 3 clusters Score -89034.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -89036.031250 Penalty: 712.315186
	Iteration 17Q: 3 clusters Score -89036.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -89036.890625 Penalty: 712.315186
	Iteration 18Q: 3 clusters Score -89036.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -89037.421875 Penalty: 712.315186
	Iteration 19Q: 3 clusters Score -89037.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -89037.609375 Penalty: 712.315186
	Iteration 20F: 3 clusters Score -89037.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -89037.953125 Penalty: 712.315186
	Iteration 21Q: 3 clusters Score -89037.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -89038.031250 Penalty: 712.315186
	Iteration 22Q: 3 clusters Score -89038.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -89038.867188 Penalty: 712.315186
	Iteration 23Q: 3 clusters Score -89038.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -89039.617188 Penalty: 712.315186
	Iteration 24Q: 3 clusters Score -89039.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -89039.648438 Penalty: 712.315186
	Iteration 25Q: 3 clusters Score -89039.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -89040.359375 Penalty: 712.315186
	Iteration 26Q: 3 clusters Score -89040.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -89040.921875 Penalty: 712.315186
	Iteration 27Q: 3 clusters Score -89040.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -89041.062500 Penalty: 712.315186
	Iteration 28Q: 3 clusters Score -89041.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -89041.750000 Penalty: 712.315186
	Iteration 29Q: 3 clusters Score -89041.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -89041.906250 Penalty: 712.315186
	Iteration 30Q: 3 clusters Score -89041.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -89042.945312 Penalty: 712.315186
	Iteration 31Q: 3 clusters Score -89042.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -89043.656250 Penalty: 712.315186
	Iteration 32Q: 3 clusters Score -89043.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -89044.898438 Penalty: 712.315186
	Iteration 33Q: 3 clusters Score -89044.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -89048.085938 Penalty: 712.315186
	Iteration 34Q: 3 clusters Score -89048.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -89051.406250 Penalty: 712.315186
	Iteration 35Q: 3 clusters Score -89051.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -89055.156250 Penalty: 712.315186
	Iteration 36Q: 3 clusters Score -89055.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -89061.609375 Penalty: 712.315186
	Iteration 37Q: 3 clusters Score -89061.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -89066.632812 Penalty: 712.315186
	Iteration 38Q: 3 clusters Score -89066.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -89067.492188 Penalty: 712.315186
	Iteration 39Q: 3 clusters Score -89067.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -89068.007812 Penalty: 712.315186
	Iteration 40F: 3 clusters Score -89068.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -89068.460938 Penalty: 712.315186
	Iteration 41Q: 3 clusters Score -89068.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -89068.375000 Penalty: 712.315186
	Iteration 42Q: 3 clusters Score -89068.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -89068.437500 Penalty: 712.315186
	Iteration 43Q: 3 clusters Score -89068.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -89068.437500 Penalty: 712.315186
	Iteration 44F: 3 clusters Score -89068.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Entering Unmasked Estep 
Score: -142242.734375 Penalty: 372.344574
	Iteration 0F: 2 clusters Score -142242.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -139808.359375 Penalty: 744.689148
	Iteration 0F: 3 clusters Score -139808.4 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -140780.328125 Penalty: 744.689148
	Iteration 1F: 3 clusters Score -140780.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -140976.968750 Penalty: 744.689148
	Iteration 2F: 3 clusters Score -140977 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -141169.375000 Penalty: 744.689148
	Iteration 3F: 3 clusters Score -141169.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -141349.734375 Penalty: 744.689148
	Iteration 4F: 3 clusters Score -141349.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -141494.265625 Penalty: 744.689148
	Iteration 5F: 3 clusters Score -141494.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -141604.265625 Penalty: 744.689148
	Iteration 6Q: 3 clusters Score -141604.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -141689.125000 Penalty: 744.689148
	Iteration 7Q: 3 clusters Score -141689.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -141769.328125 Penalty: 744.689148
	Iteration 8Q: 3 clusters Score -141769.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -141841.031250 Penalty: 744.689148
	Iteration 9Q: 3 clusters Score -141841 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -141881.250000 Penalty: 744.689148
	Iteration 10Q: 3 clusters Score -141881.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -141903.390625 Penalty: 744.689148
	Iteration 11Q: 3 clusters Score -141903.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -141918.359375 Penalty: 744.689148
	Iteration 12Q: 3 clusters Score -141918.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -141927.625000 Penalty: 744.689148
	Iteration 13Q: 3 clusters Score -141927.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -141936.687500 Penalty: 744.689148
	Iteration 14Q: 3 clusters Score -141936.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -141943.953125 Penalty: 744.689148
	Iteration 15Q: 3 clusters Score -141944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -141950.484375 Penalty: 744.689148
	Iteration 16Q: 3 clusters Score -141950.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -141954.765625 Penalty: 744.689148
	Iteration 17Q: 3 clusters Score -141954.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -141956.640625 Penalty: 744.689148
	Iteration 18Q: 3 clusters Score -141956.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -141957.500000 Penalty: 744.689148
	Iteration 19Q: 3 clusters Score -141957.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -141957.734375 Penalty: 744.689148
	Iteration 20F: 3 clusters Score -141957.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -41346.820312 Penalty: 319.499939
	Iteration 0F: 2 clusters Score -41346.82 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 583 members 
Entering Unmasked Estep 
Score: -40450.707031 Penalty: 638.999878
	Iteration 0F: 3 clusters Score -40450.71 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -40763.042969 Penalty: 638.999878
	Iteration 1F: 3 clusters Score -40763.04 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -40866.738281 Penalty: 638.999878
	Iteration 2F: 3 clusters Score -40866.74 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -40934.355469 Penalty: 638.999878
	Iteration 3F: 3 clusters Score -40934.36 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -40984.890625 Penalty: 638.999878
	Iteration 4Q: 3 clusters Score -40984.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -41024.035156 Penalty: 638.999878
	Iteration 5Q: 3 clusters Score -41024.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -41051.402344 Penalty: 638.999878
	Iteration 6Q: 3 clusters Score -41051.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -41066.468750 Penalty: 638.999878
	Iteration 7Q: 3 clusters Score -41066.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -41092.359375 Penalty: 638.999878
	Iteration 8Q: 3 clusters Score -41092.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -41108.445312 Penalty: 638.999878
	Iteration 9Q: 3 clusters Score -41108.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -41119.941406 Penalty: 638.999878
	Iteration 10Q: 3 clusters Score -41119.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -41130.519531 Penalty: 638.999878
	Iteration 11Q: 3 clusters Score -41130.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -41136.574219 Penalty: 638.999878
	Iteration 12Q: 3 clusters Score -41136.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -41140.320312 Penalty: 638.999878
	Iteration 13Q: 3 clusters Score -41140.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -41143.625000 Penalty: 638.999878
	Iteration 14Q: 3 clusters Score -41143.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -41149.085938 Penalty: 638.999878
	Iteration 15Q: 3 clusters Score -41149.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -41153.503906 Penalty: 638.999878
	Iteration 16Q: 3 clusters Score -41153.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -41156.546875 Penalty: 638.999878
	Iteration 17Q: 3 clusters Score -41156.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -41160.050781 Penalty: 638.999878
	Iteration 18Q: 3 clusters Score -41160.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -41165.960938 Penalty: 638.999878
	Iteration 19Q: 3 clusters Score -41165.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -41169.445312 Penalty: 638.999878
	Iteration 20F: 3 clusters Score -41169.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -41173.699219 Penalty: 638.999878
	Iteration 21Q: 3 clusters Score -41173.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -41175.914062 Penalty: 638.999878
	Iteration 22Q: 3 clusters Score -41175.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -41176.863281 Penalty: 638.999878
	Iteration 23Q: 3 clusters Score -41176.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -41178.457031 Penalty: 638.999878
	Iteration 24Q: 3 clusters Score -41178.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -41180.246094 Penalty: 638.999878
	Iteration 25Q: 3 clusters Score -41180.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -41184.097656 Penalty: 638.999878
	Iteration 26Q: 3 clusters Score -41184.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -41186.988281 Penalty: 638.999878
	Iteration 27Q: 3 clusters Score -41186.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -41188.996094 Penalty: 638.999878
	Iteration 28Q: 3 clusters Score -41189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -41190.324219 Penalty: 638.999878
	Iteration 29Q: 3 clusters Score -41190.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -41190.871094 Penalty: 638.999878
	Iteration 30Q: 3 clusters Score -41190.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -41191.019531 Penalty: 638.999878
	Iteration 31Q: 3 clusters Score -41191.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -41191.050781 Penalty: 638.999878
	Iteration 32Q: 3 clusters Score -41191.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -41191.050781 Penalty: 638.999878
	Iteration 33F: 3 clusters Score -41191.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Entering Unmasked Estep 
Score: -129710.000000 Penalty: 366.277954
	Iteration 0F: 2 clusters Score -129710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -127546.648438 Penalty: 732.555908
	Iteration 0F: 3 clusters Score -127546.6 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -128422.554688 Penalty: 732.555908
	Iteration 1F: 3 clusters Score -128422.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -128576.429688 Penalty: 732.555908
	Iteration 2F: 3 clusters Score -128576.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -128720.804688 Penalty: 732.555908
	Iteration 3F: 3 clusters Score -128720.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -128869.492188 Penalty: 732.555908
	Iteration 4F: 3 clusters Score -128869.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -128993.835938 Penalty: 732.555908
	Iteration 5F: 3 clusters Score -128993.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -129085.101562 Penalty: 732.555908
	Iteration 6Q: 3 clusters Score -129085.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -129136.671875 Penalty: 732.555908
	Iteration 7Q: 3 clusters Score -129136.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -129178.515625 Penalty: 732.555908
	Iteration 8Q: 3 clusters Score -129178.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -129213.125000 Penalty: 732.555908
	Iteration 9Q: 3 clusters Score -129213.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -129238.101562 Penalty: 732.555908
	Iteration 10Q: 3 clusters Score -129238.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -129261.054688 Penalty: 732.555908
	Iteration 11Q: 3 clusters Score -129261.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -129281.031250 Penalty: 732.555908
	Iteration 12Q: 3 clusters Score -129281 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -129296.289062 Penalty: 732.555908
	Iteration 13Q: 3 clusters Score -129296.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -129309.750000 Penalty: 732.555908
	Iteration 14Q: 3 clusters Score -129309.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -129330.726562 Penalty: 732.555908
	Iteration 15Q: 3 clusters Score -129330.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -129353.164062 Penalty: 732.555908
	Iteration 16Q: 3 clusters Score -129353.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -129375.703125 Penalty: 732.555908
	Iteration 17Q: 3 clusters Score -129375.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -129391.085938 Penalty: 732.555908
	Iteration 18Q: 3 clusters Score -129391.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -129403.687500 Penalty: 732.555908
	Iteration 19Q: 3 clusters Score -129403.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -129415.328125 Penalty: 732.555908
	Iteration 20F: 3 clusters Score -129415.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -129425.007812 Penalty: 732.555908
	Iteration 21Q: 3 clusters Score -129425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -129429.648438 Penalty: 732.555908
	Iteration 22Q: 3 clusters Score -129429.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -129432.640625 Penalty: 732.555908
	Iteration 23Q: 3 clusters Score -129432.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -129438.281250 Penalty: 732.555908
	Iteration 24Q: 3 clusters Score -129438.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -129440.429688 Penalty: 732.555908
	Iteration 25Q: 3 clusters Score -129440.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -129441.820312 Penalty: 732.555908
	Iteration 26Q: 3 clusters Score -129441.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -129443.078125 Penalty: 732.555908
	Iteration 27Q: 3 clusters Score -129443.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -129443.828125 Penalty: 732.555908
	Iteration 28Q: 3 clusters Score -129443.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -129444.289062 Penalty: 732.555908
	Iteration 29Q: 3 clusters Score -129444.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -129444.210938 Penalty: 732.555908
	Iteration 30Q: 3 clusters Score -129444.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -129444.632812 Penalty: 732.555908
	Iteration 31Q: 3 clusters Score -129444.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -129444.843750 Penalty: 732.555908
	Iteration 32Q: 3 clusters Score -129444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -129445.140625 Penalty: 732.555908
	Iteration 33Q: 3 clusters Score -129445.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -129445.218750 Penalty: 732.555908
	Iteration 34Q: 3 clusters Score -129445.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -129445.390625 Penalty: 732.555908
	Iteration 35Q: 3 clusters Score -129445.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -129445.406250 Penalty: 732.555908
	Iteration 36Q: 3 clusters Score -129445.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -129445.671875 Penalty: 732.555908
	Iteration 37Q: 3 clusters Score -129445.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -129446.765625 Penalty: 732.555908
	Iteration 38Q: 3 clusters Score -129446.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -129447.765625 Penalty: 732.555908
	Iteration 39Q: 3 clusters Score -129447.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -129448.695312 Penalty: 732.555908
	Iteration 40F: 3 clusters Score -129448.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -129449.085938 Penalty: 732.555908
	Iteration 41Q: 3 clusters Score -129449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -129449.414062 Penalty: 732.555908
	Iteration 42Q: 3 clusters Score -129449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -129449.578125 Penalty: 732.555908
	Iteration 43Q: 3 clusters Score -129449.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -129449.531250 Penalty: 732.555908
	Iteration 44Q: 3 clusters Score -129449.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -129449.531250 Penalty: 732.555908
	Iteration 45F: 3 clusters Score -129449.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Entering Unmasked Estep 
Score: -136484.796875 Penalty: 370.317993
	Iteration 0F: 2 clusters Score -136484.8 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 1703 members 
Entering Unmasked Estep 
Score: -134193.781250 Penalty: 740.635986
	Iteration 0F: 3 clusters Score -134193.8 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -135244.328125 Penalty: 740.635986
	Iteration 1F: 3 clusters Score -135244.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -135583.203125 Penalty: 740.635986
	Iteration 2F: 3 clusters Score -135583.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -135821.453125 Penalty: 740.635986
	Iteration 3F: 3 clusters Score -135821.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -135948.703125 Penalty: 740.635986
	Iteration 4F: 3 clusters Score -135948.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -136038.953125 Penalty: 740.635986
	Iteration 5Q: 3 clusters Score -136039 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -136091.093750 Penalty: 740.635986
	Iteration 6Q: 3 clusters Score -136091.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -136118.859375 Penalty: 740.635986
	Iteration 7Q: 3 clusters Score -136118.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -136133.562500 Penalty: 740.635986
	Iteration 8Q: 3 clusters Score -136133.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -136141.421875 Penalty: 740.635986
	Iteration 9Q: 3 clusters Score -136141.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -136146.750000 Penalty: 740.635986
	Iteration 10Q: 3 clusters Score -136146.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -136153.953125 Penalty: 740.635986
	Iteration 11Q: 3 clusters Score -136154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -136162.453125 Penalty: 740.635986
	Iteration 12Q: 3 clusters Score -136162.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -136167.515625 Penalty: 740.635986
	Iteration 13Q: 3 clusters Score -136167.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -136170.437500 Penalty: 740.635986
	Iteration 14Q: 3 clusters Score -136170.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -136172.437500 Penalty: 740.635986
	Iteration 15Q: 3 clusters Score -136172.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -136173.578125 Penalty: 740.635986
	Iteration 16Q: 3 clusters Score -136173.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -136174.718750 Penalty: 740.635986
	Iteration 17Q: 3 clusters Score -136174.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -136176.281250 Penalty: 740.635986
	Iteration 18Q: 3 clusters Score -136176.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -136178.343750 Penalty: 740.635986
	Iteration 19Q: 3 clusters Score -136178.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -136181.140625 Penalty: 740.635986
	Iteration 20F: 3 clusters Score -136181.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -136182.828125 Penalty: 740.635986
	Iteration 21Q: 3 clusters Score -136182.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -136184.187500 Penalty: 740.635986
	Iteration 22Q: 3 clusters Score -136184.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -136184.546875 Penalty: 740.635986
	Iteration 23Q: 3 clusters Score -136184.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -136184.656250 Penalty: 740.635986
	Iteration 24Q: 3 clusters Score -136184.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -136184.843750 Penalty: 740.635986
	Iteration 25Q: 3 clusters Score -136184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -136184.687500 Penalty: 740.635986
	Iteration 26Q: 3 clusters Score -136184.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -136184.687500 Penalty: 740.635986
	Iteration 27Q: 3 clusters Score -136184.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -136184.687500 Penalty: 740.635986
	Iteration 28F: 3 clusters Score -136184.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -160039.796875 Penalty: 378.668945
	Iteration 0F: 2 clusters Score -160039.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -157288.953125 Penalty: 757.337891
	Iteration 0F: 3 clusters Score -157289 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -158261.187500 Penalty: 757.337891
	Iteration 1F: 3 clusters Score -158261.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -158425.453125 Penalty: 757.337891
	Iteration 2F: 3 clusters Score -158425.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -158633.500000 Penalty: 757.337891
	Iteration 3F: 3 clusters Score -158633.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -158824.343750 Penalty: 757.337891
	Iteration 4F: 3 clusters Score -158824.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -158981.687500 Penalty: 757.337891
	Iteration 5F: 3 clusters Score -158981.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -159119.703125 Penalty: 757.337891
	Iteration 6F: 3 clusters Score -159119.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -159227.093750 Penalty: 757.337891
	Iteration 7Q: 3 clusters Score -159227.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -159327.546875 Penalty: 757.337891
	Iteration 8Q: 3 clusters Score -159327.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -159395.828125 Penalty: 757.337891
	Iteration 9Q: 3 clusters Score -159395.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -159452.421875 Penalty: 757.337891
	Iteration 10Q: 3 clusters Score -159452.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -159495.375000 Penalty: 757.337891
	Iteration 11Q: 3 clusters Score -159495.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -159540.609375 Penalty: 757.337891
	Iteration 12Q: 3 clusters Score -159540.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -159585.593750 Penalty: 757.337891
	Iteration 13Q: 3 clusters Score -159585.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -159626.718750 Penalty: 757.337891
	Iteration 14Q: 3 clusters Score -159626.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -159658.312500 Penalty: 757.337891
	Iteration 15Q: 3 clusters Score -159658.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -159683.375000 Penalty: 757.337891
	Iteration 16Q: 3 clusters Score -159683.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -159710.015625 Penalty: 757.337891
	Iteration 17Q: 3 clusters Score -159710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -159742.250000 Penalty: 757.337891
	Iteration 18Q: 3 clusters Score -159742.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -159770.828125 Penalty: 757.337891
	Iteration 19Q: 3 clusters Score -159770.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -159788.968750 Penalty: 757.337891
	Iteration 20F: 3 clusters Score -159789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -159803.484375 Penalty: 757.337891
	Iteration 21Q: 3 clusters Score -159803.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -159818.359375 Penalty: 757.337891
	Iteration 22Q: 3 clusters Score -159818.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -159826.937500 Penalty: 757.337891
	Iteration 23Q: 3 clusters Score -159826.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -159832.218750 Penalty: 757.337891
	Iteration 24Q: 3 clusters Score -159832.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -159836.609375 Penalty: 757.337891
	Iteration 25Q: 3 clusters Score -159836.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -159839.515625 Penalty: 757.337891
	Iteration 26Q: 3 clusters Score -159839.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -159842.875000 Penalty: 757.337891
	Iteration 27Q: 3 clusters Score -159842.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -159846.187500 Penalty: 757.337891
	Iteration 28Q: 3 clusters Score -159846.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -159849.781250 Penalty: 757.337891
	Iteration 29Q: 3 clusters Score -159849.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -159851.359375 Penalty: 757.337891
	Iteration 30Q: 3 clusters Score -159851.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -159852.078125 Penalty: 757.337891
	Iteration 31Q: 3 clusters Score -159852.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -159851.812500 Penalty: 757.337891
	Iteration 32Q: 3 clusters Score -159851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -159851.812500 Penalty: 757.337891
	Iteration 33F: 3 clusters Score -159851.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -40542.789062 Penalty: 320.144745
	Iteration 0F: 2 clusters Score -40542.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -39665.148438 Penalty: 640.289490
	Iteration 0F: 3 clusters Score -39665.15 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -39949.152344 Penalty: 640.289490
	Iteration 1F: 3 clusters Score -39949.15 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -40047.437500 Penalty: 640.289490
	Iteration 2F: 3 clusters Score -40047.44 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -40124.097656 Penalty: 640.289490
	Iteration 3F: 3 clusters Score -40124.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -40210.066406 Penalty: 640.289490
	Iteration 4F: 3 clusters Score -40210.07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -40270.699219 Penalty: 640.289490
	Iteration 5Q: 3 clusters Score -40270.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -40308.132812 Penalty: 640.289490
	Iteration 6Q: 3 clusters Score -40308.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -40339.011719 Penalty: 640.289490
	Iteration 7Q: 3 clusters Score -40339.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -40359.960938 Penalty: 640.289490
	Iteration 8Q: 3 clusters Score -40359.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -40372.140625 Penalty: 640.289490
	Iteration 9Q: 3 clusters Score -40372.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -40384.785156 Penalty: 640.289490
	Iteration 10Q: 3 clusters Score -40384.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -40408.531250 Penalty: 640.289490
	Iteration 11Q: 3 clusters Score -40408.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -40426.183594 Penalty: 640.289490
	Iteration 12Q: 3 clusters Score -40426.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -40435.746094 Penalty: 640.289490
	Iteration 13Q: 3 clusters Score -40435.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -40444.000000 Penalty: 640.289490
	Iteration 14Q: 3 clusters Score -40444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -40451.847656 Penalty: 640.289490
	Iteration 15Q: 3 clusters Score -40451.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -40456.214844 Penalty: 640.289490
	Iteration 16Q: 3 clusters Score -40456.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -40460.582031 Penalty: 640.289490
	Iteration 17Q: 3 clusters Score -40460.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -40463.421875 Penalty: 640.289490
	Iteration 18Q: 3 clusters Score -40463.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -40467.398438 Penalty: 640.289490
	Iteration 19Q: 3 clusters Score -40467.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -40469.957031 Penalty: 640.289490
	Iteration 20F: 3 clusters Score -40469.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -40471.195312 Penalty: 640.289490
	Iteration 21Q: 3 clusters Score -40471.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -40471.339844 Penalty: 640.289490
	Iteration 22Q: 3 clusters Score -40471.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -40471.339844 Penalty: 640.289490
	Iteration 23F: 3 clusters Score -40471.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Entering Unmasked Estep 
Score: -385939.343750 Penalty: 419.079590
	Iteration 0F: 2 clusters Score -385939.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -379344.187500 Penalty: 838.159180
	Iteration 0F: 3 clusters Score -379344.2 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -382215.625000 Penalty: 838.159180
	Iteration 1F: 3 clusters Score -382215.6 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -382728.687500 Penalty: 838.159180
	Iteration 2F: 3 clusters Score -382728.7 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -383276.437500 Penalty: 838.159180
	Iteration 3F: 3 clusters Score -383276.4 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -383706.937500 Penalty: 838.159180
	Iteration 4F: 3 clusters Score -383706.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -383987.343750 Penalty: 838.159180
	Iteration 5F: 3 clusters Score -383987.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -384169.968750 Penalty: 838.159180
	Iteration 6Q: 3 clusters Score -384170 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -384299.625000 Penalty: 838.159180
	Iteration 7Q: 3 clusters Score -384299.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -384414.281250 Penalty: 838.159180
	Iteration 8Q: 3 clusters Score -384414.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -384513.031250 Penalty: 838.159180
	Iteration 9Q: 3 clusters Score -384513 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -384622.875000 Penalty: 838.159180
	Iteration 10Q: 3 clusters Score -384622.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -384704.500000 Penalty: 838.159180
	Iteration 11Q: 3 clusters Score -384704.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -384784.062500 Penalty: 838.159180
	Iteration 12Q: 3 clusters Score -384784.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -384848.125000 Penalty: 838.159180
	Iteration 13Q: 3 clusters Score -384848.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -384900.343750 Penalty: 838.159180
	Iteration 14Q: 3 clusters Score -384900.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -384935.937500 Penalty: 838.159180
	Iteration 15Q: 3 clusters Score -384935.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -384975.125000 Penalty: 838.159180
	Iteration 16Q: 3 clusters Score -384975.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -385011.562500 Penalty: 838.159180
	Iteration 17Q: 3 clusters Score -385011.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -385055.375000 Penalty: 838.159180
	Iteration 18Q: 3 clusters Score -385055.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -385096.312500 Penalty: 838.159180
	Iteration 19Q: 3 clusters Score -385096.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -385129.468750 Penalty: 838.159180
	Iteration 20F: 3 clusters Score -385129.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -385165.500000 Penalty: 838.159180
	Iteration 21Q: 3 clusters Score -385165.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -385201.375000 Penalty: 838.159180
	Iteration 22Q: 3 clusters Score -385201.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -385227.031250 Penalty: 838.159180
	Iteration 23Q: 3 clusters Score -385227 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -385251.781250 Penalty: 838.159180
	Iteration 24Q: 3 clusters Score -385251.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -385277.093750 Penalty: 838.159180
	Iteration 25Q: 3 clusters Score -385277.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -385304.437500 Penalty: 838.159180
	Iteration 26Q: 3 clusters Score -385304.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -385328.281250 Penalty: 838.159180
	Iteration 27Q: 3 clusters Score -385328.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -385349.000000 Penalty: 838.159180
	Iteration 28Q: 3 clusters Score -385349 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -385363.500000 Penalty: 838.159180
	Iteration 29Q: 3 clusters Score -385363.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -385379.781250 Penalty: 838.159180
	Iteration 30Q: 3 clusters Score -385379.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -385393.562500 Penalty: 838.159180
	Iteration 31Q: 3 clusters Score -385393.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -385411.781250 Penalty: 838.159180
	Iteration 32Q: 3 clusters Score -385411.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -385444.843750 Penalty: 838.159180
	Iteration 33Q: 3 clusters Score -385444.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -385482.187500 Penalty: 838.159180
	Iteration 34Q: 3 clusters Score -385482.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -385521.031250 Penalty: 838.159180
	Iteration 35Q: 3 clusters Score -385521 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -385551.250000 Penalty: 838.159180
	Iteration 36Q: 3 clusters Score -385551.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -385584.937500 Penalty: 838.159180
	Iteration 37Q: 3 clusters Score -385584.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -385615.093750 Penalty: 838.159180
	Iteration 38Q: 3 clusters Score -385615.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -385646.812500 Penalty: 838.159180
	Iteration 39Q: 3 clusters Score -385646.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -385681.531250 Penalty: 838.159180
	Iteration 40F: 3 clusters Score -385681.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -385696.250000 Penalty: 838.159180
	Iteration 41Q: 3 clusters Score -385696.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -385705.500000 Penalty: 838.159180
	Iteration 42Q: 3 clusters Score -385705.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -385708.593750 Penalty: 838.159180
	Iteration 43Q: 3 clusters Score -385708.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -385710.718750 Penalty: 838.159180
	Iteration 44Q: 3 clusters Score -385710.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -385713.468750 Penalty: 838.159180
	Iteration 45Q: 3 clusters Score -385713.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -385713.593750 Penalty: 838.159180
	Iteration 46Q: 3 clusters Score -385713.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -385714.531250 Penalty: 838.159180
	Iteration 47Q: 3 clusters Score -385714.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -385714.656250 Penalty: 838.159180
	Iteration 48Q: 3 clusters Score -385714.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -385714.656250 Penalty: 838.159180
	Iteration 49Q: 3 clusters Score -385714.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -385715.531250 Penalty: 838.159180
	Iteration 50Q: 3 clusters Score -385715.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -385715.718750 Penalty: 838.159180
	Iteration 51Q: 3 clusters Score -385715.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -385717.250000 Penalty: 838.159180
	Iteration 52Q: 3 clusters Score -385717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -385717.437500 Penalty: 838.159180
	Iteration 53Q: 3 clusters Score -385717.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -385717.937500 Penalty: 838.159180
	Iteration 54Q: 3 clusters Score -385717.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -385719.187500 Penalty: 838.159180
	Iteration 55Q: 3 clusters Score -385719.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -385720.000000 Penalty: 838.159180
	Iteration 56Q: 3 clusters Score -385720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -385721.031250 Penalty: 838.159180
	Iteration 57Q: 3 clusters Score -385721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -385721.593750 Penalty: 838.159180
	Iteration 58Q: 3 clusters Score -385721.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -385721.781250 Penalty: 838.159180
	Iteration 59Q: 3 clusters Score -385721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -385721.562500 Penalty: 838.159180
	Iteration 60F: 3 clusters Score -385721.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (58470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58470 members 
Entering Unmasked Estep 
Score: -2358647.500000 Penalty: 499.420227
	Iteration 0F: 2 clusters Score -2358648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -2319151.250000 Penalty: 998.840454
	Iteration 0F: 3 clusters Score -2319151 nChanged 28625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -2335989.250000 Penalty: 998.840454
	Iteration 1F: 3 clusters Score -2335989 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -2336718.250000 Penalty: 998.840454
	Iteration 2Q: 3 clusters Score -2336718 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -2337882.500000 Penalty: 998.840454
	Iteration 3Q: 3 clusters Score -2337882 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -2339960.250000 Penalty: 998.840454
	Iteration 4F: 3 clusters Score -2339960 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -2343108.000000 Penalty: 998.840454
	Iteration 5F: 3 clusters Score -2343108 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -2346941.750000 Penalty: 998.840454
	Iteration 6F: 3 clusters Score -2346942 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -2350906.250000 Penalty: 998.840454
	Iteration 7F: 3 clusters Score -2350906 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -2353947.000000 Penalty: 998.840454
	Iteration 8F: 3 clusters Score -2353947 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -2356005.750000 Penalty: 998.840454
	Iteration 9Q: 3 clusters Score -2356006 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -2357169.500000 Penalty: 998.840454
	Iteration 10Q: 3 clusters Score -2357170 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -2357770.750000 Penalty: 998.840454
	Iteration 11Q: 3 clusters Score -2357771 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 58123 members 
Entering Unmasked Estep 
Score: -2358041.500000 Penalty: 998.840454
	Iteration 12Q: 3 clusters Score -2358042 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 58270 members 
Entering Unmasked Estep 
Score: -2358172.750000 Penalty: 998.840454
	Iteration 13Q: 3 clusters Score -2358173 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 58324 members 
Entering Unmasked Estep 
Score: -2358230.250000 Penalty: 998.840454
	Iteration 14Q: 3 clusters Score -2358230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -2358254.250000 Penalty: 998.840454
	Iteration 15Q: 3 clusters Score -2358254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -2358274.500000 Penalty: 998.840454
	Iteration 16Q: 3 clusters Score -2358274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -2358289.750000 Penalty: 998.840454
	Iteration 17Q: 3 clusters Score -2358290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -2358298.000000 Penalty: 998.840454
	Iteration 18Q: 3 clusters Score -2358298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -2358305.000000 Penalty: 998.840454
	Iteration 19Q: 3 clusters Score -2358305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -2358314.000000 Penalty: 998.840454
	Iteration 20F: 3 clusters Score -2358314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -2358320.500000 Penalty: 998.840454
	Iteration 21Q: 3 clusters Score -2358320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -2358325.000000 Penalty: 998.840454
	Iteration 22Q: 3 clusters Score -2358325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -2358327.500000 Penalty: 998.840454
	Iteration 23Q: 3 clusters Score -2358328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -2358330.750000 Penalty: 998.840454
	Iteration 24Q: 3 clusters Score -2358331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -2358335.750000 Penalty: 998.840454
	Iteration 25Q: 3 clusters Score -2358336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
Score: -2358337.250000 Penalty: 998.840454
	Iteration 26Q: 3 clusters Score -2358337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 58374 members 
Entering Unmasked Estep 
Score: -2358338.750000 Penalty: 998.840454
	Iteration 27Q: 3 clusters Score -2358339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -2358344.500000 Penalty: 998.840454
	Iteration 28Q: 3 clusters Score -2358344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -2358345.000000 Penalty: 998.840454
	Iteration 29Q: 3 clusters Score -2358345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -2358346.750000 Penalty: 998.840454
	Iteration 30Q: 3 clusters Score -2358347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -2358347.500000 Penalty: 998.840454
	Iteration 31Q: 3 clusters Score -2358348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -2358348.250000 Penalty: 998.840454
	Iteration 32Q: 3 clusters Score -2358348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
Score: -2358350.500000 Penalty: 998.840454
	Iteration 33Q: 3 clusters Score -2358350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 58366 members 
Entering Unmasked Estep 
Score: -2358349.750000 Penalty: 998.840454
	Iteration 34Q: 3 clusters Score -2358350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -2358348.000000 Penalty: 998.840454
	Iteration 35Q: 3 clusters Score -2358348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -2358348.250000 Penalty: 998.840454
	Iteration 36F: 3 clusters Score -2358348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 58364 members 
Entering Unmasked Estep 
Score: -2358350.750000 Penalty: 998.840454
	Iteration 37Q: 3 clusters Score -2358351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -2358355.750000 Penalty: 998.840454
	Iteration 38Q: 3 clusters Score -2358356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -2358356.750000 Penalty: 998.840454
	Iteration 39Q: 3 clusters Score -2358357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -2358356.750000 Penalty: 998.840454
	Iteration 40F: 3 clusters Score -2358357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (218181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218181 members 
Entering Unmasked Estep 
Score: -8987323.000000 Penalty: 559.335144
	Iteration 0F: 2 clusters Score -8987323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108966 members 
Mstep: Class 2 contains 109215 members 
Entering Unmasked Estep 
Score: -8838523.000000 Penalty: 1118.670288
	Iteration 0F: 3 clusters Score -8838523 nChanged 107746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109924 members 
Mstep: Class 2 contains 108257 members 
Entering Unmasked Estep 
Score: -8902847.000000 Penalty: 1118.670288
	Iteration 1F: 3 clusters Score -8902847 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111094 members 
Mstep: Class 2 contains 107087 members 
Entering Unmasked Estep 
Score: -8904827.000000 Penalty: 1118.670288
	Iteration 2Q: 3 clusters Score -8904827 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112596 members 
Mstep: Class 2 contains 105585 members 
Entering Unmasked Estep 
Score: -8907455.000000 Penalty: 1118.670288
	Iteration 3Q: 3 clusters Score -8907455 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114103 members 
Mstep: Class 2 contains 104078 members 
Entering Unmasked Estep 
Score: -8910191.000000 Penalty: 1118.670288
	Iteration 4Q: 3 clusters Score -8910191 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115932 members 
Mstep: Class 2 contains 102249 members 
Entering Unmasked Estep 
Score: -8913357.000000 Penalty: 1118.670288
	Iteration 5Q: 3 clusters Score -8913357 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118008 members 
Mstep: Class 2 contains 100173 members 
Entering Unmasked Estep 
Score: -8917280.000000 Penalty: 1118.670288
	Iteration 6Q: 3 clusters Score -8917280 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120406 members 
Mstep: Class 2 contains 97775 members 
Entering Unmasked Estep 
Score: -8922672.000000 Penalty: 1118.670288
	Iteration 7Q: 3 clusters Score -8922672 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123224 members 
Mstep: Class 2 contains 94957 members 
Entering Unmasked Estep 
Score: -8930888.000000 Penalty: 1118.670288
	Iteration 8Q: 3 clusters Score -8930888 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126212 members 
Mstep: Class 2 contains 91969 members 
Entering Unmasked Estep 
Score: -8940124.000000 Penalty: 1118.670288
	Iteration 9F: 3 clusters Score -8940124 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129012 members 
Mstep: Class 2 contains 89169 members 
Entering Unmasked Estep 
Score: -8945711.000000 Penalty: 1118.670288
	Iteration 10Q: 3 clusters Score -8945711 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131870 members 
Mstep: Class 2 contains 86311 members 
Entering Unmasked Estep 
Score: -8947848.000000 Penalty: 1118.670288
	Iteration 11Q: 3 clusters Score -8947848 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134907 members 
Mstep: Class 2 contains 83274 members 
Entering Unmasked Estep 
Score: -8948974.000000 Penalty: 1118.670288
	Iteration 12Q: 3 clusters Score -8948974 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138131 members 
Mstep: Class 2 contains 80050 members 
Entering Unmasked Estep 
Score: -8949987.000000 Penalty: 1118.670288
	Iteration 13Q: 3 clusters Score -8949987 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141476 members 
Mstep: Class 2 contains 76705 members 
Entering Unmasked Estep 
Score: -8950978.000000 Penalty: 1118.670288
	Iteration 14Q: 3 clusters Score -8950978 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145066 members 
Mstep: Class 2 contains 73115 members 
Entering Unmasked Estep 
Score: -8952152.000000 Penalty: 1118.670288
	Iteration 15Q: 3 clusters Score -8952152 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148838 members 
Mstep: Class 2 contains 69343 members 
Entering Unmasked Estep 
Score: -8953464.000000 Penalty: 1118.670288
	Iteration 16Q: 3 clusters Score -8953464 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152879 members 
Mstep: Class 2 contains 65302 members 
Entering Unmasked Estep 
Score: -8954922.000000 Penalty: 1118.670288
	Iteration 17Q: 3 clusters Score -8954922 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157308 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -8956603.000000 Penalty: 1118.670288
	Iteration 18Q: 3 clusters Score -8956603 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161971 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -8958508.000000 Penalty: 1118.670288
	Iteration 19Q: 3 clusters Score -8958508 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166775 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -8960849.000000 Penalty: 1118.670288
	Iteration 20F: 3 clusters Score -8960849 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171679 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -8963206.000000 Penalty: 1118.670288
	Iteration 21Q: 3 clusters Score -8963206 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176483 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -8965785.000000 Penalty: 1118.670288
	Iteration 22Q: 3 clusters Score -8965785 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181069 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -8968230.000000 Penalty: 1118.670288
	Iteration 23Q: 3 clusters Score -8968230 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185491 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -8970935.000000 Penalty: 1118.670288
	Iteration 24Q: 3 clusters Score -8970935 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189471 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -8973531.000000 Penalty: 1118.670288
	Iteration 25Q: 3 clusters Score -8973531 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193103 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -8976173.000000 Penalty: 1118.670288
	Iteration 26Q: 3 clusters Score -8976173 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196197 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -8978412.000000 Penalty: 1118.670288
	Iteration 27Q: 3 clusters Score -8978412 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198759 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -8980311.000000 Penalty: 1118.670288
	Iteration 28Q: 3 clusters Score -8980311 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200837 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -8981908.000000 Penalty: 1118.670288
	Iteration 29Q: 3 clusters Score -8981908 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202508 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -8983060.000000 Penalty: 1118.670288
	Iteration 30Q: 3 clusters Score -8983060 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203889 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -8983968.000000 Penalty: 1118.670288
	Iteration 31Q: 3 clusters Score -8983968 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205024 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -8984604.000000 Penalty: 1118.670288
	Iteration 32Q: 3 clusters Score -8984604 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205960 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -8985103.000000 Penalty: 1118.670288
	Iteration 33Q: 3 clusters Score -8985103 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206791 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -8985369.000000 Penalty: 1118.670288
	Iteration 34Q: 3 clusters Score -8985369 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207509 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -8985669.000000 Penalty: 1118.670288
	Iteration 35Q: 3 clusters Score -8985669 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208154 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -8985830.000000 Penalty: 1118.670288
	Iteration 36Q: 3 clusters Score -8985830 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208774 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -8986020.000000 Penalty: 1118.670288
	Iteration 37Q: 3 clusters Score -8986020 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209301 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -8986126.000000 Penalty: 1118.670288
	Iteration 38Q: 3 clusters Score -8986126 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209805 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -8986178.000000 Penalty: 1118.670288
	Iteration 39Q: 3 clusters Score -8986178 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210250 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -8986240.000000 Penalty: 1118.670288
	Iteration 40F: 3 clusters Score -8986240 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210662 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -8986325.000000 Penalty: 1118.670288
	Iteration 41Q: 3 clusters Score -8986325 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211070 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -8986418.000000 Penalty: 1118.670288
	Iteration 42Q: 3 clusters Score -8986418 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211435 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -8986440.000000 Penalty: 1118.670288
	Iteration 43Q: 3 clusters Score -8986440 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211788 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -8986514.000000 Penalty: 1118.670288
	Iteration 44Q: 3 clusters Score -8986514 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212125 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -8986573.000000 Penalty: 1118.670288
	Iteration 45Q: 3 clusters Score -8986573 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212433 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -8986597.000000 Penalty: 1118.670288
	Iteration 46Q: 3 clusters Score -8986597 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212724 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -8986602.000000 Penalty: 1118.670288
	Iteration 47Q: 3 clusters Score -8986602 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212983 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -8986626.000000 Penalty: 1118.670288
	Iteration 48Q: 3 clusters Score -8986626 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213223 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -8986613.000000 Penalty: 1118.670288
	Iteration 49Q: 3 clusters Score -8986613 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213441 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -8986677.000000 Penalty: 1118.670288
	Iteration 50Q: 3 clusters Score -8986677 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213631 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -8986682.000000 Penalty: 1118.670288
	Iteration 51Q: 3 clusters Score -8986682 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213806 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -8986723.000000 Penalty: 1118.670288
	Iteration 52Q: 3 clusters Score -8986723 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213975 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -8986718.000000 Penalty: 1118.670288
	Iteration 53Q: 3 clusters Score -8986718 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214115 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -8986743.000000 Penalty: 1118.670288
	Iteration 54Q: 3 clusters Score -8986743 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214238 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -8986750.000000 Penalty: 1118.670288
	Iteration 55Q: 3 clusters Score -8986750 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214352 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -8986766.000000 Penalty: 1118.670288
	Iteration 56Q: 3 clusters Score -8986766 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214465 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -8986753.000000 Penalty: 1118.670288
	Iteration 57Q: 3 clusters Score -8986753 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214587 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -8986756.000000 Penalty: 1118.670288
	Iteration 58Q: 3 clusters Score -8986756 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214727 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -8986750.000000 Penalty: 1118.670288
	Iteration 59Q: 3 clusters Score -8986750 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214859 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -8986750.000000 Penalty: 1118.670288
	Iteration 60F: 3 clusters Score -8986750 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214986 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -8986768.000000 Penalty: 1118.670288
	Iteration 61Q: 3 clusters Score -8986768 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215116 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -8986780.000000 Penalty: 1118.670288
	Iteration 62Q: 3 clusters Score -8986780 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215242 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -8986777.000000 Penalty: 1118.670288
	Iteration 63Q: 3 clusters Score -8986777 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215374 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -8986799.000000 Penalty: 1118.670288
	Iteration 64Q: 3 clusters Score -8986799 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215505 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -8986843.000000 Penalty: 1118.670288
	Iteration 65Q: 3 clusters Score -8986843 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215639 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -8986901.000000 Penalty: 1118.670288
	Iteration 66Q: 3 clusters Score -8986901 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215751 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -8986907.000000 Penalty: 1118.670288
	Iteration 67Q: 3 clusters Score -8986907 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215858 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -8986906.000000 Penalty: 1118.670288
	Iteration 68Q: 3 clusters Score -8986906 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215953 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -8986920.000000 Penalty: 1118.670288
	Iteration 69Q: 3 clusters Score -8986920 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216039 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8986930.000000 Penalty: 1118.670288
	Iteration 70Q: 3 clusters Score -8986930 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216123 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -8986938.000000 Penalty: 1118.670288
	Iteration 71Q: 3 clusters Score -8986938 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216199 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -8986950.000000 Penalty: 1118.670288
	Iteration 72Q: 3 clusters Score -8986950 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216263 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -8986952.000000 Penalty: 1118.670288
	Iteration 73Q: 3 clusters Score -8986952 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216328 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -8986968.000000 Penalty: 1118.670288
	Iteration 74Q: 3 clusters Score -8986968 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216395 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -8987006.000000 Penalty: 1118.670288
	Iteration 75Q: 3 clusters Score -8987006 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216444 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8987012.000000 Penalty: 1118.670288
	Iteration 76Q: 3 clusters Score -8987012 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216493 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -8987006.000000 Penalty: 1118.670288
	Iteration 77Q: 3 clusters Score -8987006 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216542 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -8987018.000000 Penalty: 1118.670288
	Iteration 78Q: 3 clusters Score -8987018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216584 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8987002.000000 Penalty: 1118.670288
	Iteration 79Q: 3 clusters Score -8987002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216619 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8987004.000000 Penalty: 1118.670288
	Iteration 80F: 3 clusters Score -8987004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216640 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8986998.000000 Penalty: 1118.670288
	Iteration 81Q: 3 clusters Score -8986998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216655 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8986998.000000 Penalty: 1118.670288
	Iteration 82Q: 3 clusters Score -8986998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216670 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8987003.000000 Penalty: 1118.670288
	Iteration 83Q: 3 clusters Score -8987003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216688 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8987009.000000 Penalty: 1118.670288
	Iteration 84Q: 3 clusters Score -8987009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216711 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8987003.000000 Penalty: 1118.670288
	Iteration 85Q: 3 clusters Score -8987003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216730 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8987012.000000 Penalty: 1118.670288
	Iteration 86Q: 3 clusters Score -8987012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216746 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8987010.000000 Penalty: 1118.670288
	Iteration 87Q: 3 clusters Score -8987010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216758 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8987011.000000 Penalty: 1118.670288
	Iteration 88Q: 3 clusters Score -8987011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216770 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -8987010.000000 Penalty: 1118.670288
	Iteration 89Q: 3 clusters Score -8987010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216786 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8987013.000000 Penalty: 1118.670288
	Iteration 90Q: 3 clusters Score -8987013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216797 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8987015.000000 Penalty: 1118.670288
	Iteration 91Q: 3 clusters Score -8987015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216810 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -8987010.000000 Penalty: 1118.670288
	Iteration 92Q: 3 clusters Score -8987010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216821 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8987010.000000 Penalty: 1118.670288
	Iteration 93Q: 3 clusters Score -8987010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216830 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8987004.000000 Penalty: 1118.670288
	Iteration 94Q: 3 clusters Score -8987004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216837 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8987005.000000 Penalty: 1118.670288
	Iteration 95Q: 3 clusters Score -8987005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216842 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -8987012.000000 Penalty: 1118.670288
	Iteration 96Q: 3 clusters Score -8987012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216844 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -8987010.000000 Penalty: 1118.670288
	Iteration 97Q: 3 clusters Score -8987010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216847 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8987015.000000 Penalty: 1118.670288
	Iteration 98Q: 3 clusters Score -8987015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216848 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8987018.000000 Penalty: 1118.670288
	Iteration 99Q: 3 clusters Score -8987018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216850 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8987018.000000 Penalty: 1118.670288
	Iteration 100F: 3 clusters Score -8987018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216853 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -8987017.000000 Penalty: 1118.670288
	Iteration 101Q: 3 clusters Score -8987017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216855 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -8987014.000000 Penalty: 1118.670288
	Iteration 102Q: 3 clusters Score -8987014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216857 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8987013.000000 Penalty: 1118.670288
	Iteration 103Q: 3 clusters Score -8987013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216858 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8987014.000000 Penalty: 1118.670288
	Iteration 104Q: 3 clusters Score -8987014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216859 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8987012.000000 Penalty: 1118.670288
	Iteration 105Q: 3 clusters Score -8987012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216860 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8987012.000000 Penalty: 1118.670288
	Iteration 106Q: 3 clusters Score -8987012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216860 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8987012.000000 Penalty: 1118.670288
	Iteration 107F: 3 clusters Score -8987012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Entering Unmasked Estep 
Score: -321100.031250 Penalty: 408.906097
	Iteration 0F: 2 clusters Score -321100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -315746.312500 Penalty: 817.812195
	Iteration 0F: 3 clusters Score -315746.3 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -317792.406250 Penalty: 817.812195
	Iteration 1F: 3 clusters Score -317792.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -318030.531250 Penalty: 817.812195
	Iteration 2F: 3 clusters Score -318030.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -318336.437500 Penalty: 817.812195
	Iteration 3F: 3 clusters Score -318336.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -318718.875000 Penalty: 817.812195
	Iteration 4F: 3 clusters Score -318718.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -319190.000000 Penalty: 817.812195
	Iteration 5F: 3 clusters Score -319190 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -319724.531250 Penalty: 817.812195
	Iteration 6F: 3 clusters Score -319724.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -320179.187500 Penalty: 817.812195
	Iteration 7F: 3 clusters Score -320179.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -320494.343750 Penalty: 817.812195
	Iteration 8Q: 3 clusters Score -320494.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -320626.343750 Penalty: 817.812195
	Iteration 9Q: 3 clusters Score -320626.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -320681.187500 Penalty: 817.812195
	Iteration 10Q: 3 clusters Score -320681.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -320714.218750 Penalty: 817.812195
	Iteration 11Q: 3 clusters Score -320714.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -320727.125000 Penalty: 817.812195
	Iteration 12Q: 3 clusters Score -320727.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -320738.406250 Penalty: 817.812195
	Iteration 13Q: 3 clusters Score -320738.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -320749.093750 Penalty: 817.812195
	Iteration 14Q: 3 clusters Score -320749.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -320754.812500 Penalty: 817.812195
	Iteration 15Q: 3 clusters Score -320754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -320756.968750 Penalty: 817.812195
	Iteration 16Q: 3 clusters Score -320757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -320756.968750 Penalty: 817.812195
	Iteration 17F: 3 clusters Score -320757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -20613.755859 Penalty: 298.526917
	Iteration 0F: 2 clusters Score -20613.76 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 363 members 
Entering Unmasked Estep 
Score: -20045.783203 Penalty: 597.053833
	Iteration 0F: 3 clusters Score -20045.78 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -20284.230469 Penalty: 597.053833
	Iteration 1F: 3 clusters Score -20284.23 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -20377.728516 Penalty: 597.053833
	Iteration 2F: 3 clusters Score -20377.73 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20505.781250 Penalty: 597.053833
	Iteration 3F: 3 clusters Score -20505.78 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20622.484375 Penalty: 597.053833
	Iteration 4F: 3 clusters Score -20622.48 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20737.113281 Penalty: 597.053833
	Iteration 5F: 3 clusters Score -20737.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20808.355469 Penalty: 597.053833
	Iteration 6F: 3 clusters Score -20808.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20858.000000 Penalty: 597.053833
	Iteration 7Q: 3 clusters Score -20858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -20937.666016 Penalty: 597.053833
	Iteration 8Q: 3 clusters Score -20937.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -20983.824219 Penalty: 597.053833
	Iteration 9Q: 3 clusters Score -20983.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -21011.541016 Penalty: 597.053833
	Iteration 10Q: 3 clusters Score -21011.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -21031.841797 Penalty: 597.053833
	Iteration 11Q: 3 clusters Score -21031.84 nChanged 15
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: -21047.666016 Penalty: 597.053833
	Iteration 12Q: 3 clusters Score -21047.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -21081.224609 Penalty: 597.053833
	Iteration 13Q: 3 clusters Score -21081.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -21110.216797 Penalty: 597.053833
	Iteration 14Q: 3 clusters Score -21110.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -21140.091797 Penalty: 597.053833
	Iteration 15Q: 3 clusters Score -21140.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -21150.455078 Penalty: 597.053833
	Iteration 16Q: 3 clusters Score -21150.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -21156.642578 Penalty: 597.053833
	Iteration 17Q: 3 clusters Score -21156.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -21163.503906 Penalty: 597.053833
	Iteration 18Q: 3 clusters Score -21163.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -21169.611328 Penalty: 597.053833
	Iteration 19Q: 3 clusters Score -21169.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -21171.666016 Penalty: 597.053833
	Iteration 20F: 3 clusters Score -21171.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -21175.050781 Penalty: 597.053833
	Iteration 21Q: 3 clusters Score -21175.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -21178.181641 Penalty: 597.053833
	Iteration 22Q: 3 clusters Score -21178.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -21179.296875 Penalty: 597.053833
	Iteration 23Q: 3 clusters Score -21179.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -21180.035156 Penalty: 597.053833
	Iteration 24Q: 3 clusters Score -21180.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -21180.669922 Penalty: 597.053833
	Iteration 25Q: 3 clusters Score -21180.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -21180.669922 Penalty: 597.053833
	Iteration 26F: 3 clusters Score -21180.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 4 contains 1672 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 2835 members 
Mstep: Class 9 contains 282671 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 14384 members 
Mstep: Class 12 contains 13314 members 
Mstep: Class 13 contains 22359 members 
Mstep: Class 14 contains 3600 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 1711 members 
Mstep: Class 17 contains 3537 members 
Mstep: Class 18 contains 4315 members 
Mstep: Class 19 contains 2509 members 
Mstep: Class 20 contains 3581 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 3425 members 
Mstep: Class 24 contains 4115 members 
Mstep: Class 25 contains 1137 members 
Mstep: Class 26 contains 10002 members 
Mstep: Class 27 contains 58470 members 
Mstep: Class 28 contains 218181 members 
Mstep: Class 29 contains 7998 members 
Mstep: Class 30 contains 265 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3563 members 
Mstep: Class 33 contains 548 members 
Mstep: Class 34 contains 1775 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 745 members 
Mstep: Class 37 contains 29231 members 
Mstep: Class 38 contains 442 members 
Entering Unmasked Estep 
Score: -28354790.000000 Penalty: 23342.880859
Splitting cluster 30 changes total score from -28354504.000000 to -28354790.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 31 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -39539.835938 Penalty: 314.935455
	Iteration 0F: 2 clusters Score -39539.84 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 518 members 
Entering Unmasked Estep 
Score: -38717.433594 Penalty: 629.870911
	Iteration 0F: 3 clusters Score -38717.43 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -38958.003906 Penalty: 629.870911
	Iteration 1F: 3 clusters Score -38958 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -39025.218750 Penalty: 629.870911
	Iteration 2F: 3 clusters Score -39025.22 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -39078.753906 Penalty: 629.870911
	Iteration 3F: 3 clusters Score -39078.75 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -39116.625000 Penalty: 629.870911
	Iteration 4F: 3 clusters Score -39116.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -39151.234375 Penalty: 629.870911
	Iteration 5Q: 3 clusters Score -39151.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -39169.414062 Penalty: 629.870911
	Iteration 6Q: 3 clusters Score -39169.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -39182.175781 Penalty: 629.870911
	Iteration 7Q: 3 clusters Score -39182.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -39195.281250 Penalty: 629.870911
	Iteration 8Q: 3 clusters Score -39195.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -39207.906250 Penalty: 629.870911
	Iteration 9Q: 3 clusters Score -39207.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -39218.421875 Penalty: 629.870911
	Iteration 10Q: 3 clusters Score -39218.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -39222.160156 Penalty: 629.870911
	Iteration 11Q: 3 clusters Score -39222.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -39223.953125 Penalty: 629.870911
	Iteration 12Q: 3 clusters Score -39223.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -39224.207031 Penalty: 629.870911
	Iteration 13Q: 3 clusters Score -39224.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -39224.207031 Penalty: 629.870911
	Iteration 14F: 3 clusters Score -39224.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Entering Unmasked Estep 
Score: -143526.156250 Penalty: 372.115295
	Iteration 0F: 2 clusters Score -143526.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -141050.531250 Penalty: 744.230591
	Iteration 0F: 3 clusters Score -141050.5 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -141909.015625 Penalty: 744.230591
	Iteration 1F: 3 clusters Score -141909 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -142108.156250 Penalty: 744.230591
	Iteration 2F: 3 clusters Score -142108.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -142374.796875 Penalty: 744.230591
	Iteration 3F: 3 clusters Score -142374.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -142586.312500 Penalty: 744.230591
	Iteration 4F: 3 clusters Score -142586.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -142726.750000 Penalty: 744.230591
	Iteration 5F: 3 clusters Score -142726.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -142826.921875 Penalty: 744.230591
	Iteration 6Q: 3 clusters Score -142826.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -142901.828125 Penalty: 744.230591
	Iteration 7Q: 3 clusters Score -142901.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -142963.281250 Penalty: 744.230591
	Iteration 8Q: 3 clusters Score -142963.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -143013.765625 Penalty: 744.230591
	Iteration 9Q: 3 clusters Score -143013.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -143051.296875 Penalty: 744.230591
	Iteration 10Q: 3 clusters Score -143051.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -143088.359375 Penalty: 744.230591
	Iteration 11Q: 3 clusters Score -143088.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -143132.687500 Penalty: 744.230591
	Iteration 12Q: 3 clusters Score -143132.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -143184.078125 Penalty: 744.230591
	Iteration 13Q: 3 clusters Score -143184.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -143234.843750 Penalty: 744.230591
	Iteration 14Q: 3 clusters Score -143234.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -143267.234375 Penalty: 744.230591
	Iteration 15Q: 3 clusters Score -143267.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -143294.140625 Penalty: 744.230591
	Iteration 16Q: 3 clusters Score -143294.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -143308.718750 Penalty: 744.230591
	Iteration 17Q: 3 clusters Score -143308.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -143315.843750 Penalty: 744.230591
	Iteration 18Q: 3 clusters Score -143315.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -143321.203125 Penalty: 744.230591
	Iteration 19Q: 3 clusters Score -143321.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -143325.906250 Penalty: 744.230591
	Iteration 20F: 3 clusters Score -143325.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -143330.937500 Penalty: 744.230591
	Iteration 21Q: 3 clusters Score -143330.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -143332.890625 Penalty: 744.230591
	Iteration 22Q: 3 clusters Score -143332.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -143334.734375 Penalty: 744.230591
	Iteration 23Q: 3 clusters Score -143334.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -143336.953125 Penalty: 744.230591
	Iteration 24Q: 3 clusters Score -143337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -143341.031250 Penalty: 744.230591
	Iteration 25Q: 3 clusters Score -143341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -143346.437500 Penalty: 744.230591
	Iteration 26Q: 3 clusters Score -143346.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -143350.484375 Penalty: 744.230591
	Iteration 27Q: 3 clusters Score -143350.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -143353.203125 Penalty: 744.230591
	Iteration 28Q: 3 clusters Score -143353.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -143354.671875 Penalty: 744.230591
	Iteration 29Q: 3 clusters Score -143354.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -143355.500000 Penalty: 744.230591
	Iteration 30Q: 3 clusters Score -143355.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -143356.046875 Penalty: 744.230591
	Iteration 31Q: 3 clusters Score -143356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -143357.171875 Penalty: 744.230591
	Iteration 32Q: 3 clusters Score -143357.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -143357.359375 Penalty: 744.230591
	Iteration 33Q: 3 clusters Score -143357.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -143358.156250 Penalty: 744.230591
	Iteration 34Q: 3 clusters Score -143358.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -143358.296875 Penalty: 744.230591
	Iteration 35Q: 3 clusters Score -143358.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -143358.562500 Penalty: 744.230591
	Iteration 36Q: 3 clusters Score -143358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -143358.734375 Penalty: 744.230591
	Iteration 37Q: 3 clusters Score -143358.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -143358.875000 Penalty: 744.230591
	Iteration 38Q: 3 clusters Score -143358.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -143359.046875 Penalty: 744.230591
	Iteration 39Q: 3 clusters Score -143359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -143359.046875 Penalty: 744.230591
	Iteration 40F: 3 clusters Score -143359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -18983.308594 Penalty: 286.935516
	Iteration 0F: 2 clusters Score -18983.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -18473.818359 Penalty: 573.871033
	Iteration 0F: 3 clusters Score -18473.82 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -18684.818359 Penalty: 573.871033
	Iteration 1F: 3 clusters Score -18684.82 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18786.994141 Penalty: 573.871033
	Iteration 2F: 3 clusters Score -18786.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18821.826172 Penalty: 573.871033
	Iteration 3F: 3 clusters Score -18821.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18852.181641 Penalty: 573.871033
	Iteration 4Q: 3 clusters Score -18852.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18864.896484 Penalty: 573.871033
	Iteration 5Q: 3 clusters Score -18864.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18868.363281 Penalty: 573.871033
	Iteration 6Q: 3 clusters Score -18868.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18870.734375 Penalty: 573.871033
	Iteration 7Q: 3 clusters Score -18870.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18872.035156 Penalty: 573.871033
	Iteration 8Q: 3 clusters Score -18872.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18872.279297 Penalty: 573.871033
	Iteration 9Q: 3 clusters Score -18872.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18872.279297 Penalty: 573.871033
	Iteration 10F: 3 clusters Score -18872.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Entering Unmasked Estep 
Score: -65620.882812 Penalty: 340.410797
	Iteration 0F: 2 clusters Score -65620.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -64324.277344 Penalty: 680.821594
	Iteration 0F: 3 clusters Score -64324.28 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -64737.945312 Penalty: 680.821594
	Iteration 1F: 3 clusters Score -64737.95 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -64833.878906 Penalty: 680.821594
	Iteration 2F: 3 clusters Score -64833.88 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -64916.253906 Penalty: 680.821594
	Iteration 3F: 3 clusters Score -64916.25 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -65005.425781 Penalty: 680.821594
	Iteration 4F: 3 clusters Score -65005.43 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -65117.191406 Penalty: 680.821594
	Iteration 5F: 3 clusters Score -65117.19 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -65240.160156 Penalty: 680.821594
	Iteration 6F: 3 clusters Score -65240.16 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -65321.078125 Penalty: 680.821594
	Iteration 7Q: 3 clusters Score -65321.08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -65370.304688 Penalty: 680.821594
	Iteration 8Q: 3 clusters Score -65370.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -65423.761719 Penalty: 680.821594
	Iteration 9Q: 3 clusters Score -65423.76 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -65508.332031 Penalty: 680.821594
	Iteration 10Q: 3 clusters Score -65508.33 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -65587.226562 Penalty: 680.821594
	Iteration 11Q: 3 clusters Score -65587.23 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -65661.304688 Penalty: 680.821594
	Iteration 12Q: 3 clusters Score -65661.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -65717.046875 Penalty: 680.821594
	Iteration 13Q: 3 clusters Score -65717.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -65764.101562 Penalty: 680.821594
	Iteration 14Q: 3 clusters Score -65764.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -65786.515625 Penalty: 680.821594
	Iteration 15Q: 3 clusters Score -65786.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -65807.703125 Penalty: 680.821594
	Iteration 16Q: 3 clusters Score -65807.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -65818.687500 Penalty: 680.821594
	Iteration 17Q: 3 clusters Score -65818.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -65825.664062 Penalty: 680.821594
	Iteration 18Q: 3 clusters Score -65825.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -65830.179688 Penalty: 680.821594
	Iteration 19Q: 3 clusters Score -65830.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -65839.414062 Penalty: 680.821594
	Iteration 20F: 3 clusters Score -65839.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -65843.937500 Penalty: 680.821594
	Iteration 21Q: 3 clusters Score -65843.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -65849.664062 Penalty: 680.821594
	Iteration 22Q: 3 clusters Score -65849.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -65852.406250 Penalty: 680.821594
	Iteration 23Q: 3 clusters Score -65852.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -65857.226562 Penalty: 680.821594
	Iteration 24Q: 3 clusters Score -65857.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -65863.031250 Penalty: 680.821594
	Iteration 25Q: 3 clusters Score -65863.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -65866.648438 Penalty: 680.821594
	Iteration 26Q: 3 clusters Score -65866.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -65873.187500 Penalty: 680.821594
	Iteration 27Q: 3 clusters Score -65873.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -65875.945312 Penalty: 680.821594
	Iteration 28Q: 3 clusters Score -65875.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -65879.046875 Penalty: 680.821594
	Iteration 29Q: 3 clusters Score -65879.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -65881.546875 Penalty: 680.821594
	Iteration 30Q: 3 clusters Score -65881.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -65882.632812 Penalty: 680.821594
	Iteration 31Q: 3 clusters Score -65882.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -65883.765625 Penalty: 680.821594
	Iteration 32Q: 3 clusters Score -65883.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -65884.125000 Penalty: 680.821594
	Iteration 33Q: 3 clusters Score -65884.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -65884.226562 Penalty: 680.821594
	Iteration 34Q: 3 clusters Score -65884.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -65884.226562 Penalty: 680.821594
	Iteration 35F: 3 clusters Score -65884.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 4 contains 1672 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 2835 members 
Mstep: Class 9 contains 282671 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 14384 members 
Mstep: Class 12 contains 13314 members 
Mstep: Class 13 contains 22359 members 
Mstep: Class 14 contains 3600 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 1711 members 
Mstep: Class 17 contains 3537 members 
Mstep: Class 18 contains 4315 members 
Mstep: Class 19 contains 2509 members 
Mstep: Class 20 contains 3581 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 3425 members 
Mstep: Class 24 contains 4115 members 
Mstep: Class 25 contains 1137 members 
Mstep: Class 26 contains 10002 members 
Mstep: Class 27 contains 58470 members 
Mstep: Class 28 contains 218181 members 
Mstep: Class 29 contains 7998 members 
Mstep: Class 30 contains 265 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3563 members 
Mstep: Class 33 contains 548 members 
Mstep: Class 34 contains 812 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 745 members 
Mstep: Class 37 contains 29231 members 
Mstep: Class 38 contains 442 members 
Mstep: Class 39 contains 963 members 
Entering Unmasked Estep 
Score: -28354796.000000 Penalty: 23957.166016
Splitting cluster 34 changes total score from -28354504.000000 to -28354796.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 35 (1739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Entering Unmasked Estep 
Score: -57187.882812 Penalty: 339.478485
	Iteration 0F: 2 clusters Score -57187.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -55950.964844 Penalty: 678.956970
	Iteration 0F: 3 clusters Score -55950.96 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -56528.996094 Penalty: 678.956970
	Iteration 1F: 3 clusters Score -56529 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -56706.152344 Penalty: 678.956970
	Iteration 2F: 3 clusters Score -56706.15 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -56844.089844 Penalty: 678.956970
	Iteration 3F: 3 clusters Score -56844.09 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -56964.191406 Penalty: 678.956970
	Iteration 4F: 3 clusters Score -56964.19 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -57045.921875 Penalty: 678.956970
	Iteration 5F: 3 clusters Score -57045.92 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -57096.566406 Penalty: 678.956970
	Iteration 6Q: 3 clusters Score -57096.57 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -57144.011719 Penalty: 678.956970
	Iteration 7Q: 3 clusters Score -57144.01 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -57186.050781 Penalty: 678.956970
	Iteration 8Q: 3 clusters Score -57186.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -57240.785156 Penalty: 678.956970
	Iteration 9Q: 3 clusters Score -57240.79 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -57315.675781 Penalty: 678.956970
	Iteration 10Q: 3 clusters Score -57315.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -57366.765625 Penalty: 678.956970
	Iteration 11Q: 3 clusters Score -57366.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -57411.921875 Penalty: 678.956970
	Iteration 12Q: 3 clusters Score -57411.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -57430.246094 Penalty: 678.956970
	Iteration 13Q: 3 clusters Score -57430.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -57436.886719 Penalty: 678.956970
	Iteration 14Q: 3 clusters Score -57436.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -57437.414062 Penalty: 678.956970
	Iteration 15Q: 3 clusters Score -57437.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -57437.417969 Penalty: 678.956970
	Iteration 16Q: 3 clusters Score -57437.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -57437.542969 Penalty: 678.956970
	Iteration 17Q: 3 clusters Score -57437.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -57438.109375 Penalty: 678.956970
	Iteration 18Q: 3 clusters Score -57438.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -57438.109375 Penalty: 678.956970
	Iteration 19F: 3 clusters Score -57438.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 4 contains 1672 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 2835 members 
Mstep: Class 9 contains 282671 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 14384 members 
Mstep: Class 12 contains 13314 members 
Mstep: Class 13 contains 22359 members 
Mstep: Class 14 contains 3600 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 1711 members 
Mstep: Class 17 contains 3537 members 
Mstep: Class 18 contains 4315 members 
Mstep: Class 19 contains 2509 members 
Mstep: Class 20 contains 3581 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 3425 members 
Mstep: Class 24 contains 4115 members 
Mstep: Class 25 contains 1137 members 
Mstep: Class 26 contains 10002 members 
Mstep: Class 27 contains 58470 members 
Mstep: Class 28 contains 218181 members 
Mstep: Class 29 contains 7998 members 
Mstep: Class 30 contains 265 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3563 members 
Mstep: Class 33 contains 548 members 
Mstep: Class 34 contains 812 members 
Mstep: Class 35 contains 360 members 
Mstep: Class 36 contains 745 members 
Mstep: Class 37 contains 29231 members 
Mstep: Class 38 contains 442 members 
Mstep: Class 39 contains 963 members 
Mstep: Class 40 contains 1379 members 
Entering Unmasked Estep 
Score: -28354808.000000 Penalty: 24571.453125
Splitting cluster 35 changes total score from -28354504.000000 to -28354808.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 36 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -24109.740234 Penalty: 300.908997
	Iteration 0F: 2 clusters Score -24109.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -23495.949219 Penalty: 601.817993
	Iteration 0F: 3 clusters Score -23495.95 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -23694.048828 Penalty: 601.817993
	Iteration 1F: 3 clusters Score -23694.05 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -23762.494141 Penalty: 601.817993
	Iteration 2F: 3 clusters Score -23762.49 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -23818.750000 Penalty: 601.817993
	Iteration 3F: 3 clusters Score -23818.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -23853.966797 Penalty: 601.817993
	Iteration 4Q: 3 clusters Score -23853.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -23875.029297 Penalty: 601.817993
	Iteration 5Q: 3 clusters Score -23875.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -23891.105469 Penalty: 601.817993
	Iteration 6Q: 3 clusters Score -23891.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -23897.212891 Penalty: 601.817993
	Iteration 7Q: 3 clusters Score -23897.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -23905.712891 Penalty: 601.817993
	Iteration 8Q: 3 clusters Score -23905.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -23910.929688 Penalty: 601.817993
	Iteration 9Q: 3 clusters Score -23910.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -23915.330078 Penalty: 601.817993
	Iteration 10Q: 3 clusters Score -23915.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -23917.492188 Penalty: 601.817993
	Iteration 11Q: 3 clusters Score -23917.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -23918.064453 Penalty: 601.817993
	Iteration 12Q: 3 clusters Score -23918.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -23919.693359 Penalty: 601.817993
	Iteration 13Q: 3 clusters Score -23919.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -23919.693359 Penalty: 601.817993
	Iteration 14F: 3 clusters Score -23919.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (29231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Entering Unmasked Estep 
Score: -1112810.500000 Penalty: 467.875793
	Iteration 0F: 2 clusters Score -1112810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1093441.750000 Penalty: 935.751587
	Iteration 0F: 3 clusters Score -1093442 nChanged 13927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -1102652.125000 Penalty: 935.751587
	Iteration 1F: 3 clusters Score -1102652 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -1104402.250000 Penalty: 935.751587
	Iteration 2F: 3 clusters Score -1104402 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -1106777.750000 Penalty: 935.751587
	Iteration 3F: 3 clusters Score -1106778 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -1109212.875000 Penalty: 935.751587
	Iteration 4F: 3 clusters Score -1109213 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -1110942.250000 Penalty: 935.751587
	Iteration 5F: 3 clusters Score -1110942 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -1111852.000000 Penalty: 935.751587
	Iteration 6Q: 3 clusters Score -1111852 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -1112314.875000 Penalty: 935.751587
	Iteration 7Q: 3 clusters Score -1112315 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -1112625.000000 Penalty: 935.751587
	Iteration 8Q: 3 clusters Score -1112625 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -1112805.500000 Penalty: 935.751587
	Iteration 9Q: 3 clusters Score -1112806 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -1112907.750000 Penalty: 935.751587
	Iteration 10Q: 3 clusters Score -1112908 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -1112998.625000 Penalty: 935.751587
	Iteration 11Q: 3 clusters Score -1112999 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -1113078.875000 Penalty: 935.751587
	Iteration 12Q: 3 clusters Score -1113079 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -1113167.500000 Penalty: 935.751587
	Iteration 13Q: 3 clusters Score -1113168 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -1113245.750000 Penalty: 935.751587
	Iteration 14Q: 3 clusters Score -1113246 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -1113317.125000 Penalty: 935.751587
	Iteration 15Q: 3 clusters Score -1113317 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -1113364.625000 Penalty: 935.751587
	Iteration 16Q: 3 clusters Score -1113365 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -1113393.750000 Penalty: 935.751587
	Iteration 17Q: 3 clusters Score -1113394 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -1113434.375000 Penalty: 935.751587
	Iteration 18Q: 3 clusters Score -1113434 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -1113457.875000 Penalty: 935.751587
	Iteration 19Q: 3 clusters Score -1113458 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -1113486.500000 Penalty: 935.751587
	Iteration 20F: 3 clusters Score -1113486 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -1113510.875000 Penalty: 935.751587
	Iteration 21Q: 3 clusters Score -1113511 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -1113522.250000 Penalty: 935.751587
	Iteration 22Q: 3 clusters Score -1113522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -1113525.875000 Penalty: 935.751587
	Iteration 23Q: 3 clusters Score -1113526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -1113528.750000 Penalty: 935.751587
	Iteration 24Q: 3 clusters Score -1113529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -1113534.500000 Penalty: 935.751587
	Iteration 25Q: 3 clusters Score -1113534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -1113532.875000 Penalty: 935.751587
	Iteration 26Q: 3 clusters Score -1113533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -1113535.750000 Penalty: 935.751587
	Iteration 27Q: 3 clusters Score -1113536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -1113537.500000 Penalty: 935.751587
	Iteration 28Q: 3 clusters Score -1113538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -1113540.250000 Penalty: 935.751587
	Iteration 29Q: 3 clusters Score -1113540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -1113539.875000 Penalty: 935.751587
	Iteration 30Q: 3 clusters Score -1113540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -1113538.875000 Penalty: 935.751587
	Iteration 31Q: 3 clusters Score -1113539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -1113538.875000 Penalty: 935.751587
	Iteration 32F: 3 clusters Score -1113539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 4 contains 1672 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 2835 members 
Mstep: Class 9 contains 282671 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 14384 members 
Mstep: Class 12 contains 13314 members 
Mstep: Class 13 contains 22359 members 
Mstep: Class 14 contains 3600 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 1711 members 
Mstep: Class 17 contains 3537 members 
Mstep: Class 18 contains 4315 members 
Mstep: Class 19 contains 2509 members 
Mstep: Class 20 contains 3581 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 3425 members 
Mstep: Class 24 contains 4115 members 
Mstep: Class 25 contains 1137 members 
Mstep: Class 26 contains 10002 members 
Mstep: Class 27 contains 58470 members 
Mstep: Class 28 contains 218181 members 
Mstep: Class 29 contains 7998 members 
Mstep: Class 30 contains 265 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3563 members 
Mstep: Class 33 contains 548 members 
Mstep: Class 34 contains 812 members 
Mstep: Class 35 contains 360 members 
Mstep: Class 36 contains 745 members 
Mstep: Class 37 contains 1802 members 
Mstep: Class 38 contains 442 members 
Mstep: Class 39 contains 963 members 
Mstep: Class 40 contains 1379 members 
Mstep: Class 41 contains 27429 members 
Entering Unmasked Estep 
Score: -28355442.000000 Penalty: 25185.738281
Splitting cluster 37 changes total score from -28354504.000000 to -28355442.000000
So it's getting split into cluster 41.
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 4 contains 1672 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 2835 members 
Mstep: Class 9 contains 282671 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 14384 members 
Mstep: Class 12 contains 13314 members 
Mstep: Class 13 contains 22359 members 
Mstep: Class 14 contains 3600 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 1711 members 
Mstep: Class 17 contains 3537 members 
Mstep: Class 18 contains 4315 members 
Mstep: Class 19 contains 2509 members 
Mstep: Class 20 contains 3581 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 3425 members 
Mstep: Class 24 contains 4115 members 
Mstep: Class 25 contains 1137 members 
Mstep: Class 26 contains 10002 members 
Mstep: Class 27 contains 58470 members 
Mstep: Class 28 contains 218181 members 
Mstep: Class 29 contains 7998 members 
Mstep: Class 30 contains 265 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3563 members 
Mstep: Class 33 contains 548 members 
Mstep: Class 34 contains 812 members 
Mstep: Class 35 contains 360 members 
Mstep: Class 36 contains 745 members 
Mstep: Class 37 contains 1802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355906.000000 Penalty: 25185.738281
Iteration 119Q: 42 clusters Score -2.835591e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 795 members 
Mstep: Class 3 contains 3505 members 
Mstep: Class 4 contains 1665 members 
Mstep: Class 5 contains 6380 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 2772 members 
Mstep: Class 9 contains 282681 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 14384 members 
Mstep: Class 12 contains 13324 members 
Mstep: Class 13 contains 22427 members 
Mstep: Class 14 contains 3599 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 3589 members 
Mstep: Class 18 contains 4327 members 
Mstep: Class 19 contains 2522 members 
Mstep: Class 20 contains 3574 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 3430 members 
Mstep: Class 24 contains 4118 members 
Mstep: Class 25 contains 1112 members 
Mstep: Class 26 contains 10079 members 
Mstep: Class 27 contains 58449 members 
Mstep: Class 28 contains 218189 members 
Mstep: Class 29 contains 8009 members 
Mstep: Class 30 contains 305 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3572 members 
Mstep: Class 33 contains 549 members 
Mstep: Class 34 contains 869 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 745 members 
Mstep: Class 37 contains 1825 members 
Mstep: Class 38 contains 411 members 
Mstep: Class 39 contains 867 members 
Mstep: Class 40 contains 1402 members 
Mstep: Class 41 contains 27234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356236.000000 Penalty: 25185.738281
Iteration 120F: 42 clusters Score -2.835624e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 795 members 
Mstep: Class 3 contains 3505 members 
Mstep: Class 4 contains 1660 members 
Mstep: Class 5 contains 6376 members 
Mstep: Class 6 contains 3540 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 282671 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 14388 members 
Mstep: Class 12 contains 13319 members 
Mstep: Class 13 contains 22496 members 
Mstep: Class 14 contains 3592 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 16 contains 1711 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 4340 members 
Mstep: Class 19 contains 2528 members 
Mstep: Class 20 contains 3557 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 3135 members 
Mstep: Class 23 contains 3429 members 
Mstep: Class 24 contains 4119 members 
Mstep: Class 25 contains 1092 members 
Mstep: Class 26 contains 10066 members 
Mstep: Class 27 contains 58417 members 
Mstep: Class 28 contains 218160 members 
Mstep: Class 29 contains 8018 members 
Mstep: Class 30 contains 335 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3577 members 
Mstep: Class 33 contains 550 members 
Mstep: Class 34 contains 911 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 1843 members 
Mstep: Class 38 contains 419 members 
Mstep: Class 39 contains 850 members 
Mstep: Class 40 contains 1503 members 
Mstep: Class 41 contains 27138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356526.000000 Penalty: 25185.738281
Iteration 121Q: 42 clusters Score -2.835653e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 795 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 4 contains 1654 members 
Mstep: Class 5 contains 6374 members 
Mstep: Class 6 contains 3542 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 282673 members 
Mstep: Class 10 contains 4702 members 
Mstep: Class 11 contains 14385 members 
Mstep: Class 12 contains 13315 members 
Mstep: Class 13 contains 22574 members 
Mstep: Class 14 contains 3587 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 1709 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 4352 members 
Mstep: Class 19 contains 2533 members 
Mstep: Class 20 contains 3542 members 
Mstep: Class 21 contains 1120 members 
Mstep: Class 22 contains 3137 members 
Mstep: Class 23 contains 3426 members 
Mstep: Class 24 contains 4125 members 
Mstep: Class 25 contains 1084 members 
Mstep: Class 26 contains 10056 members 
Mstep: Class 27 contains 58389 members 
Mstep: Class 28 contains 218139 members 
Mstep: Class 29 contains 8025 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3572 members 
Mstep: Class 33 contains 552 members 
Mstep: Class 34 contains 944 members 
Mstep: Class 35 contains 378 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1864 members 
Mstep: Class 38 contains 422 members 
Mstep: Class 39 contains 840 members 
Mstep: Class 40 contains 1582 members 
Mstep: Class 41 contains 27059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356638.000000 Penalty: 25185.738281
Iteration 122Q: 42 clusters Score -2.835664e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 795 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 4 contains 1646 members 
Mstep: Class 5 contains 6372 members 
Mstep: Class 6 contains 3544 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 2598 members 
Mstep: Class 9 contains 282665 members 
Mstep: Class 10 contains 4701 members 
Mstep: Class 11 contains 14382 members 
Mstep: Class 12 contains 13311 members 
Mstep: Class 13 contains 22650 members 
Mstep: Class 14 contains 3586 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 1710 members 
Mstep: Class 17 contains 3592 members 
Mstep: Class 18 contains 4364 members 
Mstep: Class 19 contains 2542 members 
Mstep: Class 20 contains 3525 members 
Mstep: Class 21 contains 1120 members 
Mstep: Class 22 contains 3139 members 
Mstep: Class 23 contains 3419 members 
Mstep: Class 24 contains 4126 members 
Mstep: Class 25 contains 1082 members 
Mstep: Class 26 contains 10056 members 
Mstep: Class 27 contains 58357 members 
Mstep: Class 28 contains 218119 members 
Mstep: Class 29 contains 8033 members 
Mstep: Class 30 contains 356 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3574 members 
Mstep: Class 33 contains 553 members 
Mstep: Class 34 contains 962 members 
Mstep: Class 35 contains 381 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 1893 members 
Mstep: Class 38 contains 423 members 
Mstep: Class 39 contains 844 members 
Mstep: Class 40 contains 1637 members 
Mstep: Class 41 contains 26991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356698.000000 Penalty: 25185.738281
Iteration 123Q: 42 clusters Score -2.83567e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 795 members 
Mstep: Class 3 contains 3502 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 6371 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 2536 members 
Mstep: Class 9 contains 282663 members 
Mstep: Class 10 contains 4702 members 
Mstep: Class 11 contains 14387 members 
Mstep: Class 12 contains 13310 members 
Mstep: Class 13 contains 22732 members 
Mstep: Class 14 contains 3583 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 3596 members 
Mstep: Class 18 contains 4371 members 
Mstep: Class 19 contains 2545 members 
Mstep: Class 20 contains 3512 members 
Mstep: Class 21 contains 1120 members 
Mstep: Class 22 contains 3140 members 
Mstep: Class 23 contains 3413 members 
Mstep: Class 24 contains 4124 members 
Mstep: Class 25 contains 1079 members 
Mstep: Class 26 contains 10056 members 
Mstep: Class 27 contains 58318 members 
Mstep: Class 28 contains 218107 members 
Mstep: Class 29 contains 8039 members 
Mstep: Class 30 contains 369 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3578 members 
Mstep: Class 33 contains 553 members 
Mstep: Class 34 contains 976 members 
Mstep: Class 35 contains 385 members 
Mstep: Class 36 contains 700 members 
Mstep: Class 37 contains 1922 members 
Mstep: Class 38 contains 420 members 
Mstep: Class 39 contains 844 members 
Mstep: Class 40 contains 1681 members 
Mstep: Class 41 contains 26932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356768.000000 Penalty: 25185.738281
Iteration 124Q: 42 clusters Score -2.835677e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 795 members 
Mstep: Class 3 contains 3500 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 6369 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 2477 members 
Mstep: Class 9 contains 282662 members 
Mstep: Class 10 contains 4700 members 
Mstep: Class 11 contains 14387 members 
Mstep: Class 12 contains 13306 members 
Mstep: Class 13 contains 22818 members 
Mstep: Class 14 contains 3578 members 
Mstep: Class 15 contains 2262 members 
Mstep: Class 16 contains 1715 members 
Mstep: Class 17 contains 3600 members 
Mstep: Class 18 contains 4383 members 
Mstep: Class 19 contains 2554 members 
Mstep: Class 20 contains 3497 members 
Mstep: Class 21 contains 1120 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3411 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 10058 members 
Mstep: Class 27 contains 58277 members 
Mstep: Class 28 contains 218081 members 
Mstep: Class 29 contains 8043 members 
Mstep: Class 30 contains 377 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3592 members 
Mstep: Class 33 contains 553 members 
Mstep: Class 34 contains 989 members 
Mstep: Class 35 contains 386 members 
Mstep: Class 36 contains 689 members 
Mstep: Class 37 contains 1938 members 
Mstep: Class 38 contains 419 members 
Mstep: Class 39 contains 841 members 
Mstep: Class 40 contains 1717 members 
Mstep: Class 41 contains 26892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356818.000000 Penalty: 25185.738281
Iteration 125Q: 42 clusters Score -2.835682e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 796 members 
Mstep: Class 3 contains 3500 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6369 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 2413 members 
Mstep: Class 9 contains 282662 members 
Mstep: Class 10 contains 4698 members 
Mstep: Class 11 contains 14387 members 
Mstep: Class 12 contains 13304 members 
Mstep: Class 13 contains 22902 members 
Mstep: Class 14 contains 3573 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 1718 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 4395 members 
Mstep: Class 19 contains 2560 members 
Mstep: Class 20 contains 3483 members 
Mstep: Class 21 contains 1119 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3410 members 
Mstep: Class 24 contains 4128 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 10060 members 
Mstep: Class 27 contains 58239 members 
Mstep: Class 28 contains 218060 members 
Mstep: Class 29 contains 8046 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3608 members 
Mstep: Class 33 contains 553 members 
Mstep: Class 34 contains 997 members 
Mstep: Class 35 contains 389 members 
Mstep: Class 36 contains 684 members 
Mstep: Class 37 contains 1959 members 
Mstep: Class 38 contains 415 members 
Mstep: Class 39 contains 839 members 
Mstep: Class 40 contains 1742 members 
Mstep: Class 41 contains 26854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356962.000000 Penalty: 25185.738281
Iteration 126Q: 42 clusters Score -2.835696e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 798 members 
Mstep: Class 3 contains 3499 members 
Mstep: Class 4 contains 1626 members 
Mstep: Class 5 contains 6366 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 282672 members 
Mstep: Class 10 contains 4696 members 
Mstep: Class 11 contains 14386 members 
Mstep: Class 12 contains 13297 members 
Mstep: Class 13 contains 22993 members 
Mstep: Class 14 contains 3567 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 4407 members 
Mstep: Class 19 contains 2563 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 1119 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 3411 members 
Mstep: Class 24 contains 4130 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 10059 members 
Mstep: Class 27 contains 58200 members 
Mstep: Class 28 contains 218033 members 
Mstep: Class 29 contains 8047 members 
Mstep: Class 30 contains 386 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3627 members 
Mstep: Class 33 contains 555 members 
Mstep: Class 34 contains 1002 members 
Mstep: Class 35 contains 390 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 1979 members 
Mstep: Class 38 contains 412 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 1769 members 
Mstep: Class 41 contains 26821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357008.000000 Penalty: 25185.738281
Iteration 127Q: 42 clusters Score -2.835701e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 800 members 
Mstep: Class 3 contains 3499 members 
Mstep: Class 4 contains 1624 members 
Mstep: Class 5 contains 6364 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 282686 members 
Mstep: Class 10 contains 4696 members 
Mstep: Class 11 contains 14390 members 
Mstep: Class 12 contains 13294 members 
Mstep: Class 13 contains 23083 members 
Mstep: Class 14 contains 3561 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 1721 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 4413 members 
Mstep: Class 19 contains 2563 members 
Mstep: Class 20 contains 3469 members 
Mstep: Class 21 contains 1119 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3410 members 
Mstep: Class 24 contains 4128 members 
Mstep: Class 25 contains 1093 members 
Mstep: Class 26 contains 10059 members 
Mstep: Class 27 contains 58173 members 
Mstep: Class 28 contains 217996 members 
Mstep: Class 29 contains 8051 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3638 members 
Mstep: Class 33 contains 555 members 
Mstep: Class 34 contains 1009 members 
Mstep: Class 35 contains 391 members 
Mstep: Class 36 contains 667 members 
Mstep: Class 37 contains 1998 members 
Mstep: Class 38 contains 411 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1794 members 
Mstep: Class 41 contains 26781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357012.000000 Penalty: 25185.738281
Iteration 128Q: 42 clusters Score -2.835701e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 801 members 
Mstep: Class 3 contains 3498 members 
Mstep: Class 4 contains 1623 members 
Mstep: Class 5 contains 6361 members 
Mstep: Class 6 contains 3551 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 2251 members 
Mstep: Class 9 contains 282699 members 
Mstep: Class 10 contains 4700 members 
Mstep: Class 11 contains 14396 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 13 contains 23154 members 
Mstep: Class 14 contains 3562 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 1722 members 
Mstep: Class 17 contains 3622 members 
Mstep: Class 18 contains 4420 members 
Mstep: Class 19 contains 2564 members 
Mstep: Class 20 contains 3461 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3411 members 
Mstep: Class 24 contains 4125 members 
Mstep: Class 25 contains 1093 members 
Mstep: Class 26 contains 10064 members 
Mstep: Class 27 contains 58152 members 
Mstep: Class 28 contains 217958 members 
Mstep: Class 29 contains 8056 members 
Mstep: Class 30 contains 390 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3640 members 
Mstep: Class 33 contains 555 members 
Mstep: Class 34 contains 1011 members 
Mstep: Class 35 contains 391 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 2011 members 
Mstep: Class 38 contains 412 members 
Mstep: Class 39 contains 830 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 26746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357016.000000 Penalty: 25185.738281
Iteration 129Q: 42 clusters Score -2.835702e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 803 members 
Mstep: Class 3 contains 3496 members 
Mstep: Class 4 contains 1622 members 
Mstep: Class 5 contains 6357 members 
Mstep: Class 6 contains 3551 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 282705 members 
Mstep: Class 10 contains 4702 members 
Mstep: Class 11 contains 14401 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 23216 members 
Mstep: Class 14 contains 3562 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 16 contains 1723 members 
Mstep: Class 17 contains 3627 members 
Mstep: Class 18 contains 4426 members 
Mstep: Class 19 contains 2564 members 
Mstep: Class 20 contains 3453 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3411 members 
Mstep: Class 24 contains 4121 members 
Mstep: Class 25 contains 1092 members 
Mstep: Class 26 contains 10071 members 
Mstep: Class 27 contains 58128 members 
Mstep: Class 28 contains 217935 members 
Mstep: Class 29 contains 8059 members 
Mstep: Class 30 contains 393 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3647 members 
Mstep: Class 33 contains 555 members 
Mstep: Class 34 contains 1014 members 
Mstep: Class 35 contains 391 members 
Mstep: Class 36 contains 653 members 
Mstep: Class 37 contains 2020 members 
Mstep: Class 38 contains 411 members 
Mstep: Class 39 contains 829 members 
Mstep: Class 40 contains 1835 members 
Mstep: Class 41 contains 26721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357020.000000 Penalty: 25185.738281
Iteration 130Q: 42 clusters Score -2.835702e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 806 members 
Mstep: Class 3 contains 3495 members 
Mstep: Class 4 contains 1619 members 
Mstep: Class 5 contains 6355 members 
Mstep: Class 6 contains 3551 members 
Mstep: Class 7 contains 2386 members 
Mstep: Class 8 contains 2169 members 
Mstep: Class 9 contains 282705 members 
Mstep: Class 10 contains 4701 members 
Mstep: Class 11 contains 14404 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 23284 members 
Mstep: Class 14 contains 3558 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 3637 members 
Mstep: Class 18 contains 4428 members 
Mstep: Class 19 contains 2565 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3411 members 
Mstep: Class 24 contains 4122 members 
Mstep: Class 25 contains 1094 members 
Mstep: Class 26 contains 10069 members 
Mstep: Class 27 contains 58105 members 
Mstep: Class 28 contains 217914 members 
Mstep: Class 29 contains 8060 members 
Mstep: Class 30 contains 395 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3658 members 
Mstep: Class 33 contains 555 members 
Mstep: Class 34 contains 1015 members 
Mstep: Class 35 contains 392 members 
Mstep: Class 36 contains 647 members 
Mstep: Class 37 contains 2032 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 831 members 
Mstep: Class 40 contains 1845 members 
Mstep: Class 41 contains 26702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357036.000000 Penalty: 25185.738281
Iteration 131Q: 42 clusters Score -2.835704e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 3 contains 3493 members 
Mstep: Class 4 contains 1623 members 
Mstep: Class 5 contains 6352 members 
Mstep: Class 6 contains 3551 members 
Mstep: Class 7 contains 2386 members 
Mstep: Class 8 contains 2126 members 
Mstep: Class 9 contains 282708 members 
Mstep: Class 10 contains 4701 members 
Mstep: Class 11 contains 14409 members 
Mstep: Class 12 contains 13281 members 
Mstep: Class 13 contains 23351 members 
Mstep: Class 14 contains 3554 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 1726 members 
Mstep: Class 17 contains 3647 members 
Mstep: Class 18 contains 4430 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 3436 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3412 members 
Mstep: Class 24 contains 4122 members 
Mstep: Class 25 contains 1092 members 
Mstep: Class 26 contains 10067 members 
Mstep: Class 27 contains 58082 members 
Mstep: Class 28 contains 217891 members 
Mstep: Class 29 contains 8060 members 
Mstep: Class 30 contains 398 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3668 members 
Mstep: Class 33 contains 556 members 
Mstep: Class 34 contains 1016 members 
Mstep: Class 35 contains 393 members 
Mstep: Class 36 contains 643 members 
Mstep: Class 37 contains 2046 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 829 members 
Mstep: Class 40 contains 1850 members 
Mstep: Class 41 contains 26689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357046.000000 Penalty: 25185.738281
Iteration 132Q: 42 clusters Score -2.835705e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 814 members 
Mstep: Class 3 contains 3492 members 
Mstep: Class 4 contains 1624 members 
Mstep: Class 5 contains 6341 members 
Mstep: Class 6 contains 3551 members 
Mstep: Class 7 contains 2386 members 
Mstep: Class 8 contains 2088 members 
Mstep: Class 9 contains 282718 members 
Mstep: Class 10 contains 4704 members 
Mstep: Class 11 contains 14408 members 
Mstep: Class 12 contains 13278 members 
Mstep: Class 13 contains 23416 members 
Mstep: Class 14 contains 3551 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 1727 members 
Mstep: Class 17 contains 3654 members 
Mstep: Class 18 contains 4430 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 3425 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3411 members 
Mstep: Class 24 contains 4122 members 
Mstep: Class 25 contains 1087 members 
Mstep: Class 26 contains 10065 members 
Mstep: Class 27 contains 58061 members 
Mstep: Class 28 contains 217879 members 
Mstep: Class 29 contains 8064 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3673 members 
Mstep: Class 33 contains 557 members 
Mstep: Class 34 contains 1018 members 
Mstep: Class 35 contains 394 members 
Mstep: Class 36 contains 635 members 
Mstep: Class 37 contains 2059 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 827 members 
Mstep: Class 40 contains 1855 members 
Mstep: Class 41 contains 26680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357056.000000 Penalty: 25185.738281
Iteration 133Q: 42 clusters Score -2.835706e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 816 members 
Mstep: Class 3 contains 3492 members 
Mstep: Class 4 contains 1625 members 
Mstep: Class 5 contains 6329 members 
Mstep: Class 6 contains 3552 members 
Mstep: Class 7 contains 2386 members 
Mstep: Class 8 contains 2053 members 
Mstep: Class 9 contains 282735 members 
Mstep: Class 10 contains 4705 members 
Mstep: Class 11 contains 14408 members 
Mstep: Class 12 contains 13277 members 
Mstep: Class 13 contains 23472 members 
Mstep: Class 14 contains 3550 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 16 contains 1727 members 
Mstep: Class 17 contains 3660 members 
Mstep: Class 18 contains 4430 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3409 members 
Mstep: Class 24 contains 4122 members 
Mstep: Class 25 contains 1085 members 
Mstep: Class 26 contains 10063 members 
Mstep: Class 27 contains 58040 members 
Mstep: Class 28 contains 217872 members 
Mstep: Class 29 contains 8066 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3673 members 
Mstep: Class 33 contains 558 members 
Mstep: Class 34 contains 1020 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 631 members 
Mstep: Class 37 contains 2067 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 825 members 
Mstep: Class 40 contains 1864 members 
Mstep: Class 41 contains 26663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356970.000000 Penalty: 25185.738281
Iteration 134Q: 42 clusters Score -2.835697e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 3492 members 
Mstep: Class 4 contains 1626 members 
Mstep: Class 5 contains 6325 members 
Mstep: Class 6 contains 3551 members 
Mstep: Class 7 contains 2386 members 
Mstep: Class 8 contains 2023 members 
Mstep: Class 9 contains 282743 members 
Mstep: Class 10 contains 4705 members 
Mstep: Class 11 contains 14405 members 
Mstep: Class 12 contains 13277 members 
Mstep: Class 13 contains 23516 members 
Mstep: Class 14 contains 3551 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 1729 members 
Mstep: Class 17 contains 3663 members 
Mstep: Class 18 contains 4430 members 
Mstep: Class 19 contains 2577 members 
Mstep: Class 20 contains 3416 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3409 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 1085 members 
Mstep: Class 26 contains 10061 members 
Mstep: Class 27 contains 58020 members 
Mstep: Class 28 contains 217864 members 
Mstep: Class 29 contains 8070 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3674 members 
Mstep: Class 33 contains 559 members 
Mstep: Class 34 contains 1022 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 2075 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 825 members 
Mstep: Class 40 contains 1870 members 
Mstep: Class 41 contains 26651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357002.000000 Penalty: 25185.738281
Iteration 135Q: 42 clusters Score -2.8357e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 818 members 
Mstep: Class 3 contains 3489 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 6324 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 2386 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 282742 members 
Mstep: Class 10 contains 4705 members 
Mstep: Class 11 contains 14405 members 
Mstep: Class 12 contains 13276 members 
Mstep: Class 13 contains 23553 members 
Mstep: Class 14 contains 3548 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 3659 members 
Mstep: Class 18 contains 4432 members 
Mstep: Class 19 contains 2581 members 
Mstep: Class 20 contains 3409 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3409 members 
Mstep: Class 24 contains 4125 members 
Mstep: Class 25 contains 1085 members 
Mstep: Class 26 contains 10066 members 
Mstep: Class 27 contains 58009 members 
Mstep: Class 28 contains 217856 members 
Mstep: Class 29 contains 8072 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3679 members 
Mstep: Class 33 contains 560 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 394 members 
Mstep: Class 36 contains 627 members 
Mstep: Class 37 contains 2083 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 823 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 26647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357008.000000 Penalty: 25185.738281
Iteration 136Q: 42 clusters Score -2.835701e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 819 members 
Mstep: Class 3 contains 3488 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 6323 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 2386 members 
Mstep: Class 8 contains 1968 members 
Mstep: Class 9 contains 282739 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 14403 members 
Mstep: Class 12 contains 13274 members 
Mstep: Class 13 contains 23594 members 
Mstep: Class 14 contains 3544 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 1734 members 
Mstep: Class 17 contains 3660 members 
Mstep: Class 18 contains 4434 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 3401 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3406 members 
Mstep: Class 24 contains 4125 members 
Mstep: Class 25 contains 1084 members 
Mstep: Class 26 contains 10069 members 
Mstep: Class 27 contains 57997 members 
Mstep: Class 28 contains 217855 members 
Mstep: Class 29 contains 8075 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3681 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 393 members 
Mstep: Class 36 contains 626 members 
Mstep: Class 37 contains 2086 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 824 members 
Mstep: Class 40 contains 1874 members 
Mstep: Class 41 contains 26643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357040.000000 Penalty: 25185.738281
Iteration 137Q: 42 clusters Score -2.835704e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 819 members 
Mstep: Class 3 contains 3483 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 6321 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 2386 members 
Mstep: Class 8 contains 1931 members 
Mstep: Class 9 contains 282751 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 14405 members 
Mstep: Class 12 contains 13272 members 
Mstep: Class 13 contains 23637 members 
Mstep: Class 14 contains 3543 members 
Mstep: Class 15 contains 2262 members 
Mstep: Class 16 contains 1738 members 
Mstep: Class 17 contains 3663 members 
Mstep: Class 18 contains 4436 members 
Mstep: Class 19 contains 2588 members 
Mstep: Class 20 contains 3394 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3402 members 
Mstep: Class 24 contains 4126 members 
Mstep: Class 25 contains 1084 members 
Mstep: Class 26 contains 10073 members 
Mstep: Class 27 contains 57989 members 
Mstep: Class 28 contains 217840 members 
Mstep: Class 29 contains 8075 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3686 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 1035 members 
Mstep: Class 35 contains 393 members 
Mstep: Class 36 contains 625 members 
Mstep: Class 37 contains 2091 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 824 members 
Mstep: Class 40 contains 1874 members 
Mstep: Class 41 contains 26638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357032.000000 Penalty: 25185.738281
Iteration 138Q: 42 clusters Score -2.835703e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 819 members 
Mstep: Class 3 contains 3479 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 6320 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 2386 members 
Mstep: Class 8 contains 1911 members 
Mstep: Class 9 contains 282756 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 14404 members 
Mstep: Class 12 contains 13268 members 
Mstep: Class 13 contains 23670 members 
Mstep: Class 14 contains 3544 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 1743 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 4437 members 
Mstep: Class 19 contains 2590 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 1084 members 
Mstep: Class 26 contains 10071 members 
Mstep: Class 27 contains 57974 members 
Mstep: Class 28 contains 217829 members 
Mstep: Class 29 contains 8076 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3693 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 1036 members 
Mstep: Class 35 contains 393 members 
Mstep: Class 36 contains 624 members 
Mstep: Class 37 contains 2096 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 825 members 
Mstep: Class 40 contains 1876 members 
Mstep: Class 41 contains 26635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357092.000000 Penalty: 25185.738281
Iteration 139Q: 42 clusters Score -2.835709e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 819 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 6318 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 2385 members 
Mstep: Class 8 contains 1879 members 
Mstep: Class 9 contains 282754 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 14404 members 
Mstep: Class 12 contains 13266 members 
Mstep: Class 13 contains 23707 members 
Mstep: Class 14 contains 3545 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 1746 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 4439 members 
Mstep: Class 19 contains 2590 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 1084 members 
Mstep: Class 26 contains 10073 members 
Mstep: Class 27 contains 57961 members 
Mstep: Class 28 contains 217829 members 
Mstep: Class 29 contains 8076 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3701 members 
Mstep: Class 33 contains 561 members 
Mstep: Class 34 contains 1038 members 
Mstep: Class 35 contains 393 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2106 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 825 members 
Mstep: Class 40 contains 1879 members 
Mstep: Class 41 contains 26628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357042.000000 Penalty: 25185.738281
Iteration 140F: 42 clusters Score -2.835704e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 818 members 
Mstep: Class 3 contains 3470 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 6317 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 2384 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 282759 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 14403 members 
Mstep: Class 12 contains 13265 members 
Mstep: Class 13 contains 23746 members 
Mstep: Class 14 contains 3547 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 4440 members 
Mstep: Class 19 contains 2592 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 4135 members 
Mstep: Class 25 contains 1084 members 
Mstep: Class 26 contains 10070 members 
Mstep: Class 27 contains 57949 members 
Mstep: Class 28 contains 217818 members 
Mstep: Class 29 contains 8076 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3711 members 
Mstep: Class 33 contains 560 members 
Mstep: Class 34 contains 1039 members 
Mstep: Class 35 contains 393 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2121 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 825 members 
Mstep: Class 40 contains 1878 members 
Mstep: Class 41 contains 26620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356972.000000 Penalty: 25185.738281
Iteration 141Q: 42 clusters Score -2.835697e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 820 members 
Mstep: Class 3 contains 3470 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6314 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 2384 members 
Mstep: Class 8 contains 1820 members 
Mstep: Class 9 contains 282761 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 14404 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 23778 members 
Mstep: Class 14 contains 3550 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 1751 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 4443 members 
Mstep: Class 19 contains 2594 members 
Mstep: Class 20 contains 3377 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 4139 members 
Mstep: Class 25 contains 1084 members 
Mstep: Class 26 contains 10066 members 
Mstep: Class 27 contains 57945 members 
Mstep: Class 28 contains 217798 members 
Mstep: Class 29 contains 8073 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3725 members 
Mstep: Class 33 contains 561 members 
Mstep: Class 34 contains 1040 members 
Mstep: Class 35 contains 393 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2131 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 825 members 
Mstep: Class 40 contains 1875 members 
Mstep: Class 41 contains 26618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356970.000000 Penalty: 25185.738281
Iteration 142Q: 42 clusters Score -2.835697e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 3468 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6313 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 2384 members 
Mstep: Class 8 contains 1795 members 
Mstep: Class 9 contains 282769 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 14412 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 23819 members 
Mstep: Class 14 contains 3552 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 1751 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 4447 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 4140 members 
Mstep: Class 25 contains 1084 members 
Mstep: Class 26 contains 10059 members 
Mstep: Class 27 contains 57932 members 
Mstep: Class 28 contains 217772 members 
Mstep: Class 29 contains 8069 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3731 members 
Mstep: Class 33 contains 561 members 
Mstep: Class 34 contains 1039 members 
Mstep: Class 35 contains 394 members 
Mstep: Class 36 contains 621 members 
Mstep: Class 37 contains 2147 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 825 members 
Mstep: Class 40 contains 1875 members 
Mstep: Class 41 contains 26610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356980.000000 Penalty: 25185.738281
Iteration 143Q: 42 clusters Score -2.835698e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 3469 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 6312 members 
Mstep: Class 6 contains 3546 members 
Mstep: Class 7 contains 2384 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 282772 members 
Mstep: Class 10 contains 4708 members 
Mstep: Class 11 contains 14422 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 23863 members 
Mstep: Class 14 contains 3551 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 1754 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 4450 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 4141 members 
Mstep: Class 25 contains 1084 members 
Mstep: Class 26 contains 10053 members 
Mstep: Class 27 contains 57914 members 
Mstep: Class 28 contains 217739 members 
Mstep: Class 29 contains 8064 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3742 members 
Mstep: Class 33 contains 561 members 
Mstep: Class 34 contains 1039 members 
Mstep: Class 35 contains 394 members 
Mstep: Class 36 contains 619 members 
Mstep: Class 37 contains 2165 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 825 members 
Mstep: Class 40 contains 1877 members 
Mstep: Class 41 contains 26599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356996.000000 Penalty: 25185.738281
Iteration 144Q: 42 clusters Score -2.8357e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 3467 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 6310 members 
Mstep: Class 6 contains 3546 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 1734 members 
Mstep: Class 9 contains 282768 members 
Mstep: Class 10 contains 4709 members 
Mstep: Class 11 contains 14433 members 
Mstep: Class 12 contains 13266 members 
Mstep: Class 13 contains 23927 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 3669 members 
Mstep: Class 18 contains 4452 members 
Mstep: Class 19 contains 2597 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3396 members 
Mstep: Class 24 contains 4141 members 
Mstep: Class 25 contains 1084 members 
Mstep: Class 26 contains 10048 members 
Mstep: Class 27 contains 57887 members 
Mstep: Class 28 contains 217717 members 
Mstep: Class 29 contains 8059 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3752 members 
Mstep: Class 33 contains 561 members 
Mstep: Class 34 contains 1039 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 620 members 
Mstep: Class 37 contains 2174 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 825 members 
Mstep: Class 40 contains 1880 members 
Mstep: Class 41 contains 26589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357006.000000 Penalty: 25185.738281
Iteration 145Q: 42 clusters Score -2.835701e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 841 members 
Mstep: Class 3 contains 3464 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6310 members 
Mstep: Class 6 contains 3546 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 1701 members 
Mstep: Class 9 contains 282769 members 
Mstep: Class 10 contains 4709 members 
Mstep: Class 11 contains 14445 members 
Mstep: Class 12 contains 13266 members 
Mstep: Class 13 contains 23985 members 
Mstep: Class 14 contains 3552 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 3676 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 2598 members 
Mstep: Class 20 contains 3369 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 4141 members 
Mstep: Class 25 contains 1084 members 
Mstep: Class 26 contains 10046 members 
Mstep: Class 27 contains 57864 members 
Mstep: Class 28 contains 217697 members 
Mstep: Class 29 contains 8054 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3752 members 
Mstep: Class 33 contains 561 members 
Mstep: Class 34 contains 1040 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 621 members 
Mstep: Class 37 contains 2181 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 825 members 
Mstep: Class 40 contains 1884 members 
Mstep: Class 41 contains 26574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357036.000000 Penalty: 25185.738281
Iteration 146Q: 42 clusters Score -2.835704e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3464 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6309 members 
Mstep: Class 6 contains 3546 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 1670 members 
Mstep: Class 9 contains 282768 members 
Mstep: Class 10 contains 4709 members 
Mstep: Class 11 contains 14458 members 
Mstep: Class 12 contains 13262 members 
Mstep: Class 13 contains 24044 members 
Mstep: Class 14 contains 3555 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 1759 members 
Mstep: Class 17 contains 3681 members 
Mstep: Class 18 contains 4459 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 3367 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 4142 members 
Mstep: Class 25 contains 1084 members 
Mstep: Class 26 contains 10044 members 
Mstep: Class 27 contains 57835 members 
Mstep: Class 28 contains 217677 members 
Mstep: Class 29 contains 8053 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3751 members 
Mstep: Class 33 contains 561 members 
Mstep: Class 34 contains 1041 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 620 members 
Mstep: Class 37 contains 2186 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 825 members 
Mstep: Class 40 contains 1886 members 
Mstep: Class 41 contains 26566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357064.000000 Penalty: 25185.738281
Iteration 147Q: 42 clusters Score -2.835706e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3462 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6307 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 282769 members 
Mstep: Class 10 contains 4710 members 
Mstep: Class 11 contains 14461 members 
Mstep: Class 12 contains 13264 members 
Mstep: Class 13 contains 24093 members 
Mstep: Class 14 contains 3552 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 1762 members 
Mstep: Class 17 contains 3686 members 
Mstep: Class 18 contains 4463 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3394 members 
Mstep: Class 24 contains 4145 members 
Mstep: Class 25 contains 1085 members 
Mstep: Class 26 contains 10044 members 
Mstep: Class 27 contains 57814 members 
Mstep: Class 28 contains 217662 members 
Mstep: Class 29 contains 8057 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3750 members 
Mstep: Class 33 contains 561 members 
Mstep: Class 34 contains 1043 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 616 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 825 members 
Mstep: Class 40 contains 1889 members 
Mstep: Class 41 contains 26557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357038.000000 Penalty: 25185.738281
Iteration 148Q: 42 clusters Score -2.835704e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3461 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6306 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 1623 members 
Mstep: Class 9 contains 282776 members 
Mstep: Class 10 contains 4712 members 
Mstep: Class 11 contains 14465 members 
Mstep: Class 12 contains 13265 members 
Mstep: Class 13 contains 24132 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 1766 members 
Mstep: Class 17 contains 3690 members 
Mstep: Class 18 contains 4467 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4144 members 
Mstep: Class 25 contains 1088 members 
Mstep: Class 26 contains 10040 members 
Mstep: Class 27 contains 57797 members 
Mstep: Class 28 contains 217639 members 
Mstep: Class 29 contains 8059 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3751 members 
Mstep: Class 33 contains 561 members 
Mstep: Class 34 contains 1045 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 611 members 
Mstep: Class 37 contains 2195 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 825 members 
Mstep: Class 40 contains 1896 members 
Mstep: Class 41 contains 26550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357058.000000 Penalty: 25185.738281
Iteration 149Q: 42 clusters Score -2.835706e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3462 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 6305 members 
Mstep: Class 6 contains 3546 members 
Mstep: Class 7 contains 2381 members 
Mstep: Class 8 contains 1603 members 
Mstep: Class 9 contains 282775 members 
Mstep: Class 10 contains 4712 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13264 members 
Mstep: Class 13 contains 24162 members 
Mstep: Class 14 contains 3548 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 1767 members 
Mstep: Class 17 contains 3696 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 1088 members 
Mstep: Class 26 contains 10037 members 
Mstep: Class 27 contains 57784 members 
Mstep: Class 28 contains 217627 members 
Mstep: Class 29 contains 8063 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3752 members 
Mstep: Class 33 contains 561 members 
Mstep: Class 34 contains 1046 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 609 members 
Mstep: Class 37 contains 2201 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 826 members 
Mstep: Class 40 contains 1903 members 
Mstep: Class 41 contains 26539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357048.000000 Penalty: 25185.738281
Iteration 150Q: 42 clusters Score -2.835705e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3463 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 6305 members 
Mstep: Class 6 contains 3546 members 
Mstep: Class 7 contains 2380 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 282776 members 
Mstep: Class 10 contains 4712 members 
Mstep: Class 11 contains 14472 members 
Mstep: Class 12 contains 13263 members 
Mstep: Class 13 contains 24191 members 
Mstep: Class 14 contains 3547 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 1768 members 
Mstep: Class 17 contains 3701 members 
Mstep: Class 18 contains 4483 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 1089 members 
Mstep: Class 26 contains 10035 members 
Mstep: Class 27 contains 57767 members 
Mstep: Class 28 contains 217610 members 
Mstep: Class 29 contains 8066 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3754 members 
Mstep: Class 33 contains 561 members 
Mstep: Class 34 contains 1047 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 608 members 
Mstep: Class 37 contains 2205 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 826 members 
Mstep: Class 40 contains 1905 members 
Mstep: Class 41 contains 26532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357082.000000 Penalty: 25185.738281
Iteration 151Q: 42 clusters Score -2.835708e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3464 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6305 members 
Mstep: Class 6 contains 3546 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 282777 members 
Mstep: Class 10 contains 4712 members 
Mstep: Class 11 contains 14475 members 
Mstep: Class 12 contains 13263 members 
Mstep: Class 13 contains 24219 members 
Mstep: Class 14 contains 3550 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 1770 members 
Mstep: Class 17 contains 3704 members 
Mstep: Class 18 contains 4494 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 1089 members 
Mstep: Class 26 contains 10035 members 
Mstep: Class 27 contains 57747 members 
Mstep: Class 28 contains 217588 members 
Mstep: Class 29 contains 8070 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3757 members 
Mstep: Class 33 contains 561 members 
Mstep: Class 34 contains 1047 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 610 members 
Mstep: Class 37 contains 2208 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 826 members 
Mstep: Class 40 contains 1906 members 
Mstep: Class 41 contains 26526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357112.000000 Penalty: 25185.738281
Iteration 152Q: 42 clusters Score -2.835711e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3468 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6304 members 
Mstep: Class 6 contains 3546 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 282773 members 
Mstep: Class 10 contains 4713 members 
Mstep: Class 11 contains 14480 members 
Mstep: Class 12 contains 13263 members 
Mstep: Class 13 contains 24237 members 
Mstep: Class 14 contains 3552 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 1770 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 4503 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 1119 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 4144 members 
Mstep: Class 25 contains 1089 members 
Mstep: Class 26 contains 10035 members 
Mstep: Class 27 contains 57733 members 
Mstep: Class 28 contains 217569 members 
Mstep: Class 29 contains 8073 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3760 members 
Mstep: Class 33 contains 561 members 
Mstep: Class 34 contains 1047 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 609 members 
Mstep: Class 37 contains 2214 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 827 members 
Mstep: Class 40 contains 1905 members 
Mstep: Class 41 contains 26518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357128.000000 Penalty: 25185.738281
Iteration 153Q: 42 clusters Score -2.835713e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3467 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6304 members 
Mstep: Class 6 contains 3546 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 9 contains 282780 members 
Mstep: Class 10 contains 4713 members 
Mstep: Class 11 contains 14477 members 
Mstep: Class 12 contains 13263 members 
Mstep: Class 13 contains 24252 members 
Mstep: Class 14 contains 3552 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 1771 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 4513 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 4145 members 
Mstep: Class 25 contains 1089 members 
Mstep: Class 26 contains 10033 members 
Mstep: Class 27 contains 57725 members 
Mstep: Class 28 contains 217548 members 
Mstep: Class 29 contains 8073 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3764 members 
Mstep: Class 33 contains 561 members 
Mstep: Class 34 contains 1047 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 609 members 
Mstep: Class 37 contains 2218 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 829 members 
Mstep: Class 40 contains 1905 members 
Mstep: Class 41 contains 26514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357138.000000 Penalty: 25185.738281
Iteration 154Q: 42 clusters Score -2.835714e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3468 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6304 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 282784 members 
Mstep: Class 10 contains 4713 members 
Mstep: Class 11 contains 14481 members 
Mstep: Class 12 contains 13264 members 
Mstep: Class 13 contains 24267 members 
Mstep: Class 14 contains 3550 members 
Mstep: Class 15 contains 2261 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 4519 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 4144 members 
Mstep: Class 25 contains 1089 members 
Mstep: Class 26 contains 10033 members 
Mstep: Class 27 contains 57720 members 
Mstep: Class 28 contains 217523 members 
Mstep: Class 29 contains 8073 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3770 members 
Mstep: Class 33 contains 561 members 
Mstep: Class 34 contains 1047 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 610 members 
Mstep: Class 37 contains 2218 members 
Mstep: Class 38 contains 411 members 
Mstep: Class 39 contains 828 members 
Mstep: Class 40 contains 1905 members 
Mstep: Class 41 contains 26514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357124.000000 Penalty: 25185.738281
Iteration 155Q: 42 clusters Score -2.835712e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3467 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6304 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1546 members 
Mstep: Class 9 contains 282793 members 
Mstep: Class 10 contains 4713 members 
Mstep: Class 11 contains 14485 members 
Mstep: Class 12 contains 13263 members 
Mstep: Class 13 contains 24282 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 2262 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 18 contains 4524 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 3367 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4144 members 
Mstep: Class 25 contains 1089 members 
Mstep: Class 26 contains 10033 members 
Mstep: Class 27 contains 57712 members 
Mstep: Class 28 contains 217499 members 
Mstep: Class 29 contains 8075 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3772 members 
Mstep: Class 33 contains 561 members 
Mstep: Class 34 contains 1047 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 609 members 
Mstep: Class 37 contains 2218 members 
Mstep: Class 38 contains 412 members 
Mstep: Class 39 contains 829 members 
Mstep: Class 40 contains 1905 members 
Mstep: Class 41 contains 26513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357092.000000 Penalty: 25185.738281
Iteration 156Q: 42 clusters Score -2.835709e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3466 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6304 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1544 members 
Mstep: Class 9 contains 282801 members 
Mstep: Class 10 contains 4713 members 
Mstep: Class 11 contains 14489 members 
Mstep: Class 12 contains 13262 members 
Mstep: Class 13 contains 24299 members 
Mstep: Class 14 contains 3550 members 
Mstep: Class 15 contains 2261 members 
Mstep: Class 16 contains 1777 members 
Mstep: Class 17 contains 3711 members 
Mstep: Class 18 contains 4525 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 3367 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4144 members 
Mstep: Class 25 contains 1089 members 
Mstep: Class 26 contains 10033 members 
Mstep: Class 27 contains 57708 members 
Mstep: Class 28 contains 217468 members 
Mstep: Class 29 contains 8077 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3777 members 
Mstep: Class 33 contains 561 members 
Mstep: Class 34 contains 1047 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 609 members 
Mstep: Class 37 contains 2218 members 
Mstep: Class 38 contains 412 members 
Mstep: Class 39 contains 829 members 
Mstep: Class 40 contains 1905 members 
Mstep: Class 41 contains 26512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357142.000000 Penalty: 25185.738281
Iteration 157Q: 42 clusters Score -2.835714e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3466 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6303 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1538 members 
Mstep: Class 9 contains 282803 members 
Mstep: Class 10 contains 4714 members 
Mstep: Class 11 contains 14492 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 24314 members 
Mstep: Class 14 contains 3550 members 
Mstep: Class 15 contains 2258 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 3712 members 
Mstep: Class 18 contains 4528 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 3367 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4145 members 
Mstep: Class 25 contains 1089 members 
Mstep: Class 26 contains 10033 members 
Mstep: Class 27 contains 57700 members 
Mstep: Class 28 contains 217451 members 
Mstep: Class 29 contains 8078 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3784 members 
Mstep: Class 33 contains 561 members 
Mstep: Class 34 contains 1047 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 609 members 
Mstep: Class 37 contains 2218 members 
Mstep: Class 38 contains 412 members 
Mstep: Class 39 contains 829 members 
Mstep: Class 40 contains 1905 members 
Mstep: Class 41 contains 26511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357136.000000 Penalty: 25185.738281
Iteration 158Q: 42 clusters Score -2.835714e+07 nChanged 74
Entering ConstructFrom: 
Score: -28357136.000000 Penalty: 25185.738281
Entering ConstructFrom: 
Trying to split cluster 1 (3065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Entering Unmasked Estep 
Score: -126149.750000 Penalty: 365.265015
	Iteration 0F: 2 clusters Score -126149.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -124024.617188 Penalty: 730.530029
	Iteration 0F: 3 clusters Score -124024.6 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -124785.835938 Penalty: 730.530029
	Iteration 1F: 3 clusters Score -124785.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -124900.421875 Penalty: 730.530029
	Iteration 2F: 3 clusters Score -124900.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -125064.726562 Penalty: 730.530029
	Iteration 3F: 3 clusters Score -125064.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -125278.171875 Penalty: 730.530029
	Iteration 4F: 3 clusters Score -125278.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -125491.742188 Penalty: 730.530029
	Iteration 5F: 3 clusters Score -125491.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -125636.093750 Penalty: 730.530029
	Iteration 6F: 3 clusters Score -125636.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -125716.609375 Penalty: 730.530029
	Iteration 7Q: 3 clusters Score -125716.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -125768.757812 Penalty: 730.530029
	Iteration 8Q: 3 clusters Score -125768.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -125791.367188 Penalty: 730.530029
	Iteration 9Q: 3 clusters Score -125791.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -125815.367188 Penalty: 730.530029
	Iteration 10Q: 3 clusters Score -125815.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -125831.859375 Penalty: 730.530029
	Iteration 11Q: 3 clusters Score -125831.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -125846.609375 Penalty: 730.530029
	Iteration 12Q: 3 clusters Score -125846.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -125854.140625 Penalty: 730.530029
	Iteration 13Q: 3 clusters Score -125854.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -125860.203125 Penalty: 730.530029
	Iteration 14Q: 3 clusters Score -125860.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -125867.031250 Penalty: 730.530029
	Iteration 15Q: 3 clusters Score -125867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -125872.890625 Penalty: 730.530029
	Iteration 16Q: 3 clusters Score -125872.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -125878.695312 Penalty: 730.530029
	Iteration 17Q: 3 clusters Score -125878.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -125883.234375 Penalty: 730.530029
	Iteration 18Q: 3 clusters Score -125883.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -125887.296875 Penalty: 730.530029
	Iteration 19Q: 3 clusters Score -125887.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -125889.445312 Penalty: 730.530029
	Iteration 20F: 3 clusters Score -125889.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -125893.398438 Penalty: 730.530029
	Iteration 21Q: 3 clusters Score -125893.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -125897.375000 Penalty: 730.530029
	Iteration 22Q: 3 clusters Score -125897.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -125899.414062 Penalty: 730.530029
	Iteration 23Q: 3 clusters Score -125899.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -125899.796875 Penalty: 730.530029
	Iteration 24Q: 3 clusters Score -125899.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -125900.976562 Penalty: 730.530029
	Iteration 25Q: 3 clusters Score -125901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -125902.093750 Penalty: 730.530029
	Iteration 26Q: 3 clusters Score -125902.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -125902.835938 Penalty: 730.530029
	Iteration 27Q: 3 clusters Score -125902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -125903.632812 Penalty: 730.530029
	Iteration 28Q: 3 clusters Score -125903.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -125905.187500 Penalty: 730.530029
	Iteration 29Q: 3 clusters Score -125905.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -125905.656250 Penalty: 730.530029
	Iteration 30Q: 3 clusters Score -125905.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -125905.601562 Penalty: 730.530029
	Iteration 31Q: 3 clusters Score -125905.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -125905.742188 Penalty: 730.530029
	Iteration 32Q: 3 clusters Score -125905.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -125905.742188 Penalty: 730.530029
	Iteration 33F: 3 clusters Score -125905.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -33579.812500 Penalty: 306.585938
	Iteration 0F: 2 clusters Score -33579.81 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 434 members 
Entering Unmasked Estep 
Score: -32875.449219 Penalty: 613.171875
	Iteration 0F: 3 clusters Score -32875.45 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -33096.902344 Penalty: 613.171875
	Iteration 1F: 3 clusters Score -33096.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -33158.566406 Penalty: 613.171875
	Iteration 2F: 3 clusters Score -33158.57 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -33199.441406 Penalty: 613.171875
	Iteration 3F: 3 clusters Score -33199.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -33230.632812 Penalty: 613.171875
	Iteration 4Q: 3 clusters Score -33230.63 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -33258.933594 Penalty: 613.171875
	Iteration 5Q: 3 clusters Score -33258.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -33282.976562 Penalty: 613.171875
	Iteration 6Q: 3 clusters Score -33282.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -33303.589844 Penalty: 613.171875
	Iteration 7Q: 3 clusters Score -33303.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -33325.582031 Penalty: 613.171875
	Iteration 8Q: 3 clusters Score -33325.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -33351.207031 Penalty: 613.171875
	Iteration 9Q: 3 clusters Score -33351.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -33371.910156 Penalty: 613.171875
	Iteration 10Q: 3 clusters Score -33371.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -33388.980469 Penalty: 613.171875
	Iteration 11Q: 3 clusters Score -33388.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -33395.054688 Penalty: 613.171875
	Iteration 12Q: 3 clusters Score -33395.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -33397.175781 Penalty: 613.171875
	Iteration 13Q: 3 clusters Score -33397.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -33397.375000 Penalty: 613.171875
	Iteration 14Q: 3 clusters Score -33397.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -33397.375000 Penalty: 613.171875
	Iteration 15F: 3 clusters Score -33397.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Entering Unmasked Estep 
Score: -138857.968750 Penalty: 370.846283
	Iteration 0F: 2 clusters Score -138858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -136509.703125 Penalty: 741.692566
	Iteration 0F: 3 clusters Score -136509.7 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -137430.140625 Penalty: 741.692566
	Iteration 1F: 3 clusters Score -137430.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -137653.406250 Penalty: 741.692566
	Iteration 2F: 3 clusters Score -137653.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -137872.781250 Penalty: 741.692566
	Iteration 3F: 3 clusters Score -137872.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -138101.328125 Penalty: 741.692566
	Iteration 4F: 3 clusters Score -138101.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -138326.437500 Penalty: 741.692566
	Iteration 5F: 3 clusters Score -138326.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -138482.593750 Penalty: 741.692566
	Iteration 6Q: 3 clusters Score -138482.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -138566.796875 Penalty: 741.692566
	Iteration 7Q: 3 clusters Score -138566.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -138620.468750 Penalty: 741.692566
	Iteration 8Q: 3 clusters Score -138620.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -138660.296875 Penalty: 741.692566
	Iteration 9Q: 3 clusters Score -138660.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -138668.328125 Penalty: 741.692566
	Iteration 10Q: 3 clusters Score -138668.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -138674.437500 Penalty: 741.692566
	Iteration 11Q: 3 clusters Score -138674.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -138678.390625 Penalty: 741.692566
	Iteration 12Q: 3 clusters Score -138678.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -138678.546875 Penalty: 741.692566
	Iteration 13Q: 3 clusters Score -138678.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -138678.546875 Penalty: 741.692566
	Iteration 14F: 3 clusters Score -138678.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Entering Unmasked Estep 
Score: -55996.257812 Penalty: 336.505310
	Iteration 0F: 2 clusters Score -55996.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -54770.460938 Penalty: 673.010620
	Iteration 0F: 3 clusters Score -54770.46 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -55199.773438 Penalty: 673.010620
	Iteration 1F: 3 clusters Score -55199.77 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -55298.152344 Penalty: 673.010620
	Iteration 2F: 3 clusters Score -55298.15 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -55369.707031 Penalty: 673.010620
	Iteration 3F: 3 clusters Score -55369.71 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -55428.738281 Penalty: 673.010620
	Iteration 4F: 3 clusters Score -55428.74 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -55477.730469 Penalty: 673.010620
	Iteration 5F: 3 clusters Score -55477.73 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -55510.218750 Penalty: 673.010620
	Iteration 6Q: 3 clusters Score -55510.22 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -55532.449219 Penalty: 673.010620
	Iteration 7Q: 3 clusters Score -55532.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -55549.609375 Penalty: 673.010620
	Iteration 8Q: 3 clusters Score -55549.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -55562.058594 Penalty: 673.010620
	Iteration 9Q: 3 clusters Score -55562.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -55573.257812 Penalty: 673.010620
	Iteration 10Q: 3 clusters Score -55573.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -55588.757812 Penalty: 673.010620
	Iteration 11Q: 3 clusters Score -55588.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -55608.316406 Penalty: 673.010620
	Iteration 12Q: 3 clusters Score -55608.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -55641.722656 Penalty: 673.010620
	Iteration 13Q: 3 clusters Score -55641.72 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -55670.558594 Penalty: 673.010620
	Iteration 14Q: 3 clusters Score -55670.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -55687.832031 Penalty: 673.010620
	Iteration 15Q: 3 clusters Score -55687.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -55693.824219 Penalty: 673.010620
	Iteration 16Q: 3 clusters Score -55693.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -55701.636719 Penalty: 673.010620
	Iteration 17Q: 3 clusters Score -55701.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -55709.132812 Penalty: 673.010620
	Iteration 18Q: 3 clusters Score -55709.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -55720.273438 Penalty: 673.010620
	Iteration 19Q: 3 clusters Score -55720.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -55730.648438 Penalty: 673.010620
	Iteration 20F: 3 clusters Score -55730.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -55737.628906 Penalty: 673.010620
	Iteration 21Q: 3 clusters Score -55737.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -55742.632812 Penalty: 673.010620
	Iteration 22Q: 3 clusters Score -55742.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -55745.523438 Penalty: 673.010620
	Iteration 23Q: 3 clusters Score -55745.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -55749.136719 Penalty: 673.010620
	Iteration 24Q: 3 clusters Score -55749.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -55751.988281 Penalty: 673.010620
	Iteration 25Q: 3 clusters Score -55751.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -55754.472656 Penalty: 673.010620
	Iteration 26Q: 3 clusters Score -55754.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -55755.761719 Penalty: 673.010620
	Iteration 27Q: 3 clusters Score -55755.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -55756.515625 Penalty: 673.010620
	Iteration 28Q: 3 clusters Score -55756.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -55756.773438 Penalty: 673.010620
	Iteration 29Q: 3 clusters Score -55756.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -55756.972656 Penalty: 673.010620
	Iteration 30Q: 3 clusters Score -55756.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -55757.203125 Penalty: 673.010620
	Iteration 31Q: 3 clusters Score -55757.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -55757.656250 Penalty: 673.010620
	Iteration 32Q: 3 clusters Score -55757.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -55758.316406 Penalty: 673.010620
	Iteration 33Q: 3 clusters Score -55758.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -55759.484375 Penalty: 673.010620
	Iteration 34Q: 3 clusters Score -55759.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -55759.871094 Penalty: 673.010620
	Iteration 35Q: 3 clusters Score -55759.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -55760.203125 Penalty: 673.010620
	Iteration 36Q: 3 clusters Score -55760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -55760.335938 Penalty: 673.010620
	Iteration 37Q: 3 clusters Score -55760.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -55760.671875 Penalty: 673.010620
	Iteration 38Q: 3 clusters Score -55760.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -55761.964844 Penalty: 673.010620
	Iteration 39Q: 3 clusters Score -55761.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -55762.363281 Penalty: 673.010620
	Iteration 40F: 3 clusters Score -55762.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -55762.593750 Penalty: 673.010620
	Iteration 41Q: 3 clusters Score -55762.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -55762.593750 Penalty: 673.010620
	Iteration 42F: 3 clusters Score -55762.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Entering Unmasked Estep 
Score: -249634.781250 Penalty: 398.069550
	Iteration 0F: 2 clusters Score -249634.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -245412.171875 Penalty: 796.139099
	Iteration 0F: 3 clusters Score -245412.2 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -247241.484375 Penalty: 796.139099
	Iteration 1F: 3 clusters Score -247241.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -247613.031250 Penalty: 796.139099
	Iteration 2F: 3 clusters Score -247613 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -247996.187500 Penalty: 796.139099
	Iteration 3F: 3 clusters Score -247996.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -248333.359375 Penalty: 796.139099
	Iteration 4F: 3 clusters Score -248333.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -248572.703125 Penalty: 796.139099
	Iteration 5F: 3 clusters Score -248572.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -248682.812500 Penalty: 796.139099
	Iteration 6Q: 3 clusters Score -248682.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -248747.093750 Penalty: 796.139099
	Iteration 7Q: 3 clusters Score -248747.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -248781.187500 Penalty: 796.139099
	Iteration 8Q: 3 clusters Score -248781.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -248796.843750 Penalty: 796.139099
	Iteration 9Q: 3 clusters Score -248796.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -248810.531250 Penalty: 796.139099
	Iteration 10Q: 3 clusters Score -248810.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -248821.593750 Penalty: 796.139099
	Iteration 11Q: 3 clusters Score -248821.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -248833.984375 Penalty: 796.139099
	Iteration 12Q: 3 clusters Score -248834 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -248843.562500 Penalty: 796.139099
	Iteration 13Q: 3 clusters Score -248843.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -248849.765625 Penalty: 796.139099
	Iteration 14Q: 3 clusters Score -248849.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -248855.828125 Penalty: 796.139099
	Iteration 15Q: 3 clusters Score -248855.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -248862.406250 Penalty: 796.139099
	Iteration 16Q: 3 clusters Score -248862.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -248871.640625 Penalty: 796.139099
	Iteration 17Q: 3 clusters Score -248871.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -248883.906250 Penalty: 796.139099
	Iteration 18Q: 3 clusters Score -248883.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -248895.859375 Penalty: 796.139099
	Iteration 19Q: 3 clusters Score -248895.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -248905.187500 Penalty: 796.139099
	Iteration 20F: 3 clusters Score -248905.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -248917.750000 Penalty: 796.139099
	Iteration 21Q: 3 clusters Score -248917.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -248925.937500 Penalty: 796.139099
	Iteration 22Q: 3 clusters Score -248925.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -248933.953125 Penalty: 796.139099
	Iteration 23Q: 3 clusters Score -248934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -248941.796875 Penalty: 796.139099
	Iteration 24Q: 3 clusters Score -248941.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -248949.968750 Penalty: 796.139099
	Iteration 25Q: 3 clusters Score -248950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -248952.078125 Penalty: 796.139099
	Iteration 26Q: 3 clusters Score -248952.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -248954.296875 Penalty: 796.139099
	Iteration 27Q: 3 clusters Score -248954.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -248956.406250 Penalty: 796.139099
	Iteration 28Q: 3 clusters Score -248956.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -248958.531250 Penalty: 796.139099
	Iteration 29Q: 3 clusters Score -248958.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -248962.078125 Penalty: 796.139099
	Iteration 30Q: 3 clusters Score -248962.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -248967.000000 Penalty: 796.139099
	Iteration 31Q: 3 clusters Score -248967 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -248973.765625 Penalty: 796.139099
	Iteration 32Q: 3 clusters Score -248973.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -248981.562500 Penalty: 796.139099
	Iteration 33Q: 3 clusters Score -248981.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -248988.859375 Penalty: 796.139099
	Iteration 34Q: 3 clusters Score -248988.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -248996.250000 Penalty: 796.139099
	Iteration 35Q: 3 clusters Score -248996.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -249002.031250 Penalty: 796.139099
	Iteration 36Q: 3 clusters Score -249002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -249006.687500 Penalty: 796.139099
	Iteration 37Q: 3 clusters Score -249006.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -249010.890625 Penalty: 796.139099
	Iteration 38Q: 3 clusters Score -249010.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -249014.062500 Penalty: 796.139099
	Iteration 39Q: 3 clusters Score -249014.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -249017.531250 Penalty: 796.139099
	Iteration 40F: 3 clusters Score -249017.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -249023.312500 Penalty: 796.139099
	Iteration 41Q: 3 clusters Score -249023.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -249032.265625 Penalty: 796.139099
	Iteration 42Q: 3 clusters Score -249032.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -249041.093750 Penalty: 796.139099
	Iteration 43Q: 3 clusters Score -249041.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -249053.171875 Penalty: 796.139099
	Iteration 44Q: 3 clusters Score -249053.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -249063.703125 Penalty: 796.139099
	Iteration 45Q: 3 clusters Score -249063.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -249072.078125 Penalty: 796.139099
	Iteration 46Q: 3 clusters Score -249072.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -249082.875000 Penalty: 796.139099
	Iteration 47Q: 3 clusters Score -249082.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -249091.937500 Penalty: 796.139099
	Iteration 48Q: 3 clusters Score -249091.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -249098.281250 Penalty: 796.139099
	Iteration 49Q: 3 clusters Score -249098.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -249100.875000 Penalty: 796.139099
	Iteration 50Q: 3 clusters Score -249100.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -249104.562500 Penalty: 796.139099
	Iteration 51Q: 3 clusters Score -249104.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -249107.312500 Penalty: 796.139099
	Iteration 52Q: 3 clusters Score -249107.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -249111.109375 Penalty: 796.139099
	Iteration 53Q: 3 clusters Score -249111.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -249116.031250 Penalty: 796.139099
	Iteration 54Q: 3 clusters Score -249116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -249120.765625 Penalty: 796.139099
	Iteration 55Q: 3 clusters Score -249120.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -249126.312500 Penalty: 796.139099
	Iteration 56Q: 3 clusters Score -249126.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -249131.015625 Penalty: 796.139099
	Iteration 57Q: 3 clusters Score -249131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -249140.187500 Penalty: 796.139099
	Iteration 58Q: 3 clusters Score -249140.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -249149.187500 Penalty: 796.139099
	Iteration 59Q: 3 clusters Score -249149.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -249161.234375 Penalty: 796.139099
	Iteration 60F: 3 clusters Score -249161.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -249176.015625 Penalty: 796.139099
	Iteration 61Q: 3 clusters Score -249176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -249187.656250 Penalty: 796.139099
	Iteration 62Q: 3 clusters Score -249187.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -249197.703125 Penalty: 796.139099
	Iteration 63Q: 3 clusters Score -249197.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -249210.312500 Penalty: 796.139099
	Iteration 64Q: 3 clusters Score -249210.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -249226.156250 Penalty: 796.139099
	Iteration 65Q: 3 clusters Score -249226.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -249238.796875 Penalty: 796.139099
	Iteration 66Q: 3 clusters Score -249238.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -249251.156250 Penalty: 796.139099
	Iteration 67Q: 3 clusters Score -249251.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -249262.546875 Penalty: 796.139099
	Iteration 68Q: 3 clusters Score -249262.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -249277.656250 Penalty: 796.139099
	Iteration 69Q: 3 clusters Score -249277.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -249289.984375 Penalty: 796.139099
	Iteration 70Q: 3 clusters Score -249290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -249296.125000 Penalty: 796.139099
	Iteration 71Q: 3 clusters Score -249296.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -249301.968750 Penalty: 796.139099
	Iteration 72Q: 3 clusters Score -249302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -249310.968750 Penalty: 796.139099
	Iteration 73Q: 3 clusters Score -249311 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -249318.234375 Penalty: 796.139099
	Iteration 74Q: 3 clusters Score -249318.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -249322.218750 Penalty: 796.139099
	Iteration 75Q: 3 clusters Score -249322.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -249324.562500 Penalty: 796.139099
	Iteration 76Q: 3 clusters Score -249324.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -249325.500000 Penalty: 796.139099
	Iteration 77Q: 3 clusters Score -249325.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -249326.750000 Penalty: 796.139099
	Iteration 78Q: 3 clusters Score -249326.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -249326.937500 Penalty: 796.139099
	Iteration 79Q: 3 clusters Score -249326.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -249327.265625 Penalty: 796.139099
	Iteration 80F: 3 clusters Score -249327.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -249328.390625 Penalty: 796.139099
	Iteration 81Q: 3 clusters Score -249328.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -249328.796875 Penalty: 796.139099
	Iteration 82Q: 3 clusters Score -249328.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -249329.906250 Penalty: 796.139099
	Iteration 83Q: 3 clusters Score -249329.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -249329.828125 Penalty: 796.139099
	Iteration 84Q: 3 clusters Score -249329.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -249329.859375 Penalty: 796.139099
	Iteration 85Q: 3 clusters Score -249329.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -249329.968750 Penalty: 796.139099
	Iteration 86Q: 3 clusters Score -249330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -249330.515625 Penalty: 796.139099
	Iteration 87Q: 3 clusters Score -249330.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -249330.562500 Penalty: 796.139099
	Iteration 88Q: 3 clusters Score -249330.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -249330.578125 Penalty: 796.139099
	Iteration 89Q: 3 clusters Score -249330.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -249330.828125 Penalty: 796.139099
	Iteration 90Q: 3 clusters Score -249330.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -249331.109375 Penalty: 796.139099
	Iteration 91Q: 3 clusters Score -249331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -249331.703125 Penalty: 796.139099
	Iteration 92Q: 3 clusters Score -249331.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -249331.703125 Penalty: 796.139099
	Iteration 93F: 3 clusters Score -249331.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Entering Unmasked Estep 
Score: -138120.906250 Penalty: 371.884827
	Iteration 0F: 2 clusters Score -138120.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -135689.578125 Penalty: 743.769653
	Iteration 0F: 3 clusters Score -135689.6 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -136724.375000 Penalty: 743.769653
	Iteration 1F: 3 clusters Score -136724.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -136985.656250 Penalty: 743.769653
	Iteration 2F: 3 clusters Score -136985.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -137202.312500 Penalty: 743.769653
	Iteration 3F: 3 clusters Score -137202.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -137395.343750 Penalty: 743.769653
	Iteration 4F: 3 clusters Score -137395.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -137556.406250 Penalty: 743.769653
	Iteration 5F: 3 clusters Score -137556.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -137672.015625 Penalty: 743.769653
	Iteration 6F: 3 clusters Score -137672 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -137732.843750 Penalty: 743.769653
	Iteration 7Q: 3 clusters Score -137732.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -137786.421875 Penalty: 743.769653
	Iteration 8Q: 3 clusters Score -137786.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -137819.281250 Penalty: 743.769653
	Iteration 9Q: 3 clusters Score -137819.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -137840.781250 Penalty: 743.769653
	Iteration 10Q: 3 clusters Score -137840.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -137853.765625 Penalty: 743.769653
	Iteration 11Q: 3 clusters Score -137853.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -137862.281250 Penalty: 743.769653
	Iteration 12Q: 3 clusters Score -137862.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -137871.890625 Penalty: 743.769653
	Iteration 13Q: 3 clusters Score -137871.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137882.703125 Penalty: 743.769653
	Iteration 14Q: 3 clusters Score -137882.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -137888.921875 Penalty: 743.769653
	Iteration 15Q: 3 clusters Score -137888.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -137897.390625 Penalty: 743.769653
	Iteration 16Q: 3 clusters Score -137897.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -137907.000000 Penalty: 743.769653
	Iteration 17Q: 3 clusters Score -137907 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -137917.718750 Penalty: 743.769653
	Iteration 18Q: 3 clusters Score -137917.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -137924.171875 Penalty: 743.769653
	Iteration 19Q: 3 clusters Score -137924.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -137930.578125 Penalty: 743.769653
	Iteration 20F: 3 clusters Score -137930.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -137942.406250 Penalty: 743.769653
	Iteration 21Q: 3 clusters Score -137942.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -137952.328125 Penalty: 743.769653
	Iteration 22Q: 3 clusters Score -137952.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -137954.625000 Penalty: 743.769653
	Iteration 23Q: 3 clusters Score -137954.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -137956.562500 Penalty: 743.769653
	Iteration 24Q: 3 clusters Score -137956.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -137958.562500 Penalty: 743.769653
	Iteration 25Q: 3 clusters Score -137958.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -137959.703125 Penalty: 743.769653
	Iteration 26Q: 3 clusters Score -137959.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -137960.906250 Penalty: 743.769653
	Iteration 27Q: 3 clusters Score -137960.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -137963.921875 Penalty: 743.769653
	Iteration 28Q: 3 clusters Score -137963.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -137965.687500 Penalty: 743.769653
	Iteration 29Q: 3 clusters Score -137965.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -137967.000000 Penalty: 743.769653
	Iteration 30Q: 3 clusters Score -137967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -137967.937500 Penalty: 743.769653
	Iteration 31Q: 3 clusters Score -137967.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -137969.343750 Penalty: 743.769653
	Iteration 32Q: 3 clusters Score -137969.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -137969.437500 Penalty: 743.769653
	Iteration 33Q: 3 clusters Score -137969.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -137969.875000 Penalty: 743.769653
	Iteration 34Q: 3 clusters Score -137969.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -137971.031250 Penalty: 743.769653
	Iteration 35Q: 3 clusters Score -137971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -137971.171875 Penalty: 743.769653
	Iteration 36Q: 3 clusters Score -137971.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -137972.000000 Penalty: 743.769653
	Iteration 37Q: 3 clusters Score -137972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -137972.000000 Penalty: 743.769653
	Iteration 38F: 3 clusters Score -137972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Entering Unmasked Estep 
Score: -93301.789062 Penalty: 353.698547
	Iteration 0F: 2 clusters Score -93301.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -91652.117188 Penalty: 707.397095
	Iteration 0F: 3 clusters Score -91652.12 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -92283.468750 Penalty: 707.397095
	Iteration 1F: 3 clusters Score -92283.47 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -92424.609375 Penalty: 707.397095
	Iteration 2F: 3 clusters Score -92424.61 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -92608.429688 Penalty: 707.397095
	Iteration 3F: 3 clusters Score -92608.43 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -92779.296875 Penalty: 707.397095
	Iteration 4F: 3 clusters Score -92779.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -92957.328125 Penalty: 707.397095
	Iteration 5F: 3 clusters Score -92957.33 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -93104.976562 Penalty: 707.397095
	Iteration 6F: 3 clusters Score -93104.98 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -93208.968750 Penalty: 707.397095
	Iteration 7Q: 3 clusters Score -93208.97 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -93272.796875 Penalty: 707.397095
	Iteration 8Q: 3 clusters Score -93272.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -93314.554688 Penalty: 707.397095
	Iteration 9Q: 3 clusters Score -93314.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -93344.023438 Penalty: 707.397095
	Iteration 10Q: 3 clusters Score -93344.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -93361.898438 Penalty: 707.397095
	Iteration 11Q: 3 clusters Score -93361.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -93380.335938 Penalty: 707.397095
	Iteration 12Q: 3 clusters Score -93380.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -93399.195312 Penalty: 707.397095
	Iteration 13Q: 3 clusters Score -93399.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -93423.734375 Penalty: 707.397095
	Iteration 14Q: 3 clusters Score -93423.73 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -93449.625000 Penalty: 707.397095
	Iteration 15Q: 3 clusters Score -93449.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -93461.695312 Penalty: 707.397095
	Iteration 16Q: 3 clusters Score -93461.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -93471.453125 Penalty: 707.397095
	Iteration 17Q: 3 clusters Score -93471.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -93480.078125 Penalty: 707.397095
	Iteration 18Q: 3 clusters Score -93480.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -93484.953125 Penalty: 707.397095
	Iteration 19Q: 3 clusters Score -93484.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -93489.171875 Penalty: 707.397095
	Iteration 20F: 3 clusters Score -93489.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -93491.625000 Penalty: 707.397095
	Iteration 21Q: 3 clusters Score -93491.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -93493.929688 Penalty: 707.397095
	Iteration 22Q: 3 clusters Score -93493.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -93496.406250 Penalty: 707.397095
	Iteration 23Q: 3 clusters Score -93496.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -93500.078125 Penalty: 707.397095
	Iteration 24Q: 3 clusters Score -93500.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -93505.710938 Penalty: 707.397095
	Iteration 25Q: 3 clusters Score -93505.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -93509.078125 Penalty: 707.397095
	Iteration 26Q: 3 clusters Score -93509.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -93511.750000 Penalty: 707.397095
	Iteration 27Q: 3 clusters Score -93511.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -93512.984375 Penalty: 707.397095
	Iteration 28Q: 3 clusters Score -93512.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -93515.156250 Penalty: 707.397095
	Iteration 29Q: 3 clusters Score -93515.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -93517.304688 Penalty: 707.397095
	Iteration 30Q: 3 clusters Score -93517.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -93518.351562 Penalty: 707.397095
	Iteration 31Q: 3 clusters Score -93518.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -93518.781250 Penalty: 707.397095
	Iteration 32Q: 3 clusters Score -93518.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -93518.992188 Penalty: 707.397095
	Iteration 33Q: 3 clusters Score -93518.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -93519.320312 Penalty: 707.397095
	Iteration 34Q: 3 clusters Score -93519.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -93519.320312 Penalty: 707.397095
	Iteration 35F: 3 clusters Score -93519.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6303 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 1525 members 
Mstep: Class 9 contains 282802 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 14494 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 24335 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 2258 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 4530 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 3367 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3140 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4148 members 
Mstep: Class 25 contains 1089 members 
Mstep: Class 26 contains 10032 members 
Mstep: Class 27 contains 57691 members 
Mstep: Class 28 contains 217436 members 
Mstep: Class 29 contains 8079 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3791 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 1047 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 609 members 
Mstep: Class 37 contains 2218 members 
Mstep: Class 38 contains 412 members 
Mstep: Class 39 contains 829 members 
Mstep: Class 40 contains 1905 members 
Mstep: Class 41 contains 26511 members 
Mstep: Class 42 contains 1662 members 
Entering Unmasked Estep 
Score: -28357100.000000 Penalty: 25800.025391
Splitting cluster 7 changes total score from -28357136.000000 to -28357100.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Entering Unmasked Estep 
Score: -67990.843750 Penalty: 333.503601
	Iteration 0F: 2 clusters Score -67990.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -66871.492188 Penalty: 667.007202
	Iteration 0F: 3 clusters Score -66871.49 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -67199.429688 Penalty: 667.007202
	Iteration 1F: 3 clusters Score -67199.43 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -67238.281250 Penalty: 667.007202
	Iteration 2F: 3 clusters Score -67238.28 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -67275.367188 Penalty: 667.007202
	Iteration 3Q: 3 clusters Score -67275.37 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -67310.554688 Penalty: 667.007202
	Iteration 4Q: 3 clusters Score -67310.55 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -67351.445312 Penalty: 667.007202
	Iteration 5Q: 3 clusters Score -67351.45 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -67389.859375 Penalty: 667.007202
	Iteration 6Q: 3 clusters Score -67389.86 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -67428.968750 Penalty: 667.007202
	Iteration 7Q: 3 clusters Score -67428.97 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -67485.328125 Penalty: 667.007202
	Iteration 8Q: 3 clusters Score -67485.33 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -67539.132812 Penalty: 667.007202
	Iteration 9Q: 3 clusters Score -67539.13 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -67589.414062 Penalty: 667.007202
	Iteration 10Q: 3 clusters Score -67589.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -67626.585938 Penalty: 667.007202
	Iteration 11Q: 3 clusters Score -67626.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -67651.492188 Penalty: 667.007202
	Iteration 12Q: 3 clusters Score -67651.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -67666.789062 Penalty: 667.007202
	Iteration 13Q: 3 clusters Score -67666.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -67679.335938 Penalty: 667.007202
	Iteration 14Q: 3 clusters Score -67679.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -67684.804688 Penalty: 667.007202
	Iteration 15Q: 3 clusters Score -67684.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -67690.570312 Penalty: 667.007202
	Iteration 16Q: 3 clusters Score -67690.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -67691.492188 Penalty: 667.007202
	Iteration 17Q: 3 clusters Score -67691.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -67691.890625 Penalty: 667.007202
	Iteration 18Q: 3 clusters Score -67691.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -67691.890625 Penalty: 667.007202
	Iteration 19F: 3 clusters Score -67691.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (282802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282802 members 
Entering Unmasked Estep 
Score: -11758227.000000 Penalty: 571.138855
	Iteration 0F: 2 clusters Score -1.175823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141709 members 
Mstep: Class 2 contains 141093 members 
Entering Unmasked Estep 
Score: -11566125.000000 Penalty: 1142.277710
	Iteration 0F: 3 clusters Score -1.156612e+07 nChanged 139134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168371 members 
Mstep: Class 2 contains 114431 members 
Entering Unmasked Estep 
Score: -11660606.000000 Penalty: 1142.277710
	Iteration 1F: 3 clusters Score -1.166061e+07 nChanged 17392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181995 members 
Mstep: Class 2 contains 100807 members 
Entering Unmasked Estep 
Score: -11670226.000000 Penalty: 1142.277710
	Iteration 2F: 3 clusters Score -1.167023e+07 nChanged 19021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198428 members 
Mstep: Class 2 contains 84374 members 
Entering Unmasked Estep 
Score: -11683063.000000 Penalty: 1142.277710
	Iteration 3F: 3 clusters Score -1.168306e+07 nChanged 20056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217110 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -11699527.000000 Penalty: 1142.277710
	Iteration 4F: 3 clusters Score -1.169953e+07 nChanged 18800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235254 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -11716720.000000 Penalty: 1142.277710
	Iteration 5F: 3 clusters Score -1.171672e+07 nChanged 15485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250515 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -11730767.000000 Penalty: 1142.277710
	Iteration 6F: 3 clusters Score -1.173077e+07 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261724 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -11740735.000000 Penalty: 1142.277710
	Iteration 7Q: 3 clusters Score -1.174074e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269500 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -11747341.000000 Penalty: 1142.277710
	Iteration 8Q: 3 clusters Score -1.174734e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274746 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -11751724.000000 Penalty: 1142.277710
	Iteration 9Q: 3 clusters Score -1.175172e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278093 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -11754358.000000 Penalty: 1142.277710
	Iteration 10Q: 3 clusters Score -1.175436e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280230 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -11756033.000000 Penalty: 1142.277710
	Iteration 11Q: 3 clusters Score -1.175603e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281469 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -11756920.000000 Penalty: 1142.277710
	Iteration 12Q: 3 clusters Score -1.175692e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282111 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11757339.000000 Penalty: 1142.277710
	Iteration 13Q: 3 clusters Score -1.175734e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282419 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -11757525.000000 Penalty: 1142.277710
	Iteration 14Q: 3 clusters Score -1.175752e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282558 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -11757590.000000 Penalty: 1142.277710
	Iteration 15Q: 3 clusters Score -1.175759e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282621 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11757627.000000 Penalty: 1142.277710
	Iteration 16Q: 3 clusters Score -1.175763e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282648 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11757648.000000 Penalty: 1142.277710
	Iteration 17Q: 3 clusters Score -1.175765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282657 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11757660.000000 Penalty: 1142.277710
	Iteration 18Q: 3 clusters Score -1.175766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282659 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11757673.000000 Penalty: 1142.277710
	Iteration 19Q: 3 clusters Score -1.175767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282663 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11757677.000000 Penalty: 1142.277710
	Iteration 20F: 3 clusters Score -1.175768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282666 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11757685.000000 Penalty: 1142.277710
	Iteration 21Q: 3 clusters Score -1.175768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282669 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11757693.000000 Penalty: 1142.277710
	Iteration 22Q: 3 clusters Score -1.175769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282672 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11757698.000000 Penalty: 1142.277710
	Iteration 23Q: 3 clusters Score -1.17577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282675 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11757705.000000 Penalty: 1142.277710
	Iteration 24Q: 3 clusters Score -1.17577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282676 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11757698.000000 Penalty: 1142.277710
	Iteration 25Q: 3 clusters Score -1.17577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282678 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11757704.000000 Penalty: 1142.277710
	Iteration 26Q: 3 clusters Score -1.17577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282680 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11757701.000000 Penalty: 1142.277710
	Iteration 27Q: 3 clusters Score -1.17577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282679 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11757702.000000 Penalty: 1142.277710
	Iteration 28Q: 3 clusters Score -1.17577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282679 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11757702.000000 Penalty: 1142.277710
	Iteration 29F: 3 clusters Score -1.17577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Entering Unmasked Estep 
Score: -195678.234375 Penalty: 384.861908
	Iteration 0F: 2 clusters Score -195678.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -192480.281250 Penalty: 769.723816
	Iteration 0F: 3 clusters Score -192480.3 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -193927.531250 Penalty: 769.723816
	Iteration 1F: 3 clusters Score -193927.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -194268.906250 Penalty: 769.723816
	Iteration 2F: 3 clusters Score -194268.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -194579.843750 Penalty: 769.723816
	Iteration 3F: 3 clusters Score -194579.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -194830.140625 Penalty: 769.723816
	Iteration 4F: 3 clusters Score -194830.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -195029.218750 Penalty: 769.723816
	Iteration 5F: 3 clusters Score -195029.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -195175.281250 Penalty: 769.723816
	Iteration 6Q: 3 clusters Score -195175.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -195295.078125 Penalty: 769.723816
	Iteration 7Q: 3 clusters Score -195295.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -195382.609375 Penalty: 769.723816
	Iteration 8Q: 3 clusters Score -195382.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -195413.000000 Penalty: 769.723816
	Iteration 9Q: 3 clusters Score -195413 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -195428.031250 Penalty: 769.723816
	Iteration 10Q: 3 clusters Score -195428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -195438.609375 Penalty: 769.723816
	Iteration 11Q: 3 clusters Score -195438.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -195444.359375 Penalty: 769.723816
	Iteration 12Q: 3 clusters Score -195444.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -195447.781250 Penalty: 769.723816
	Iteration 13Q: 3 clusters Score -195447.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -195448.734375 Penalty: 769.723816
	Iteration 14Q: 3 clusters Score -195448.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -195449.437500 Penalty: 769.723816
	Iteration 15Q: 3 clusters Score -195449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -195449.656250 Penalty: 769.723816
	Iteration 16Q: 3 clusters Score -195449.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -195450.796875 Penalty: 769.723816
	Iteration 17Q: 3 clusters Score -195450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -195451.421875 Penalty: 769.723816
	Iteration 18Q: 3 clusters Score -195451.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -195451.609375 Penalty: 769.723816
	Iteration 19Q: 3 clusters Score -195451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -195452.296875 Penalty: 769.723816
	Iteration 20F: 3 clusters Score -195452.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -195452.500000 Penalty: 769.723816
	Iteration 21Q: 3 clusters Score -195452.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -195452.500000 Penalty: 769.723816
	Iteration 22F: 3 clusters Score -195452.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Entering Unmasked Estep 
Score: -590345.562500 Penalty: 435.957825
	Iteration 0F: 2 clusters Score -590345.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -580690.937500 Penalty: 871.915649
	Iteration 0F: 3 clusters Score -580690.9 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -584723.812500 Penalty: 871.915649
	Iteration 1F: 3 clusters Score -584723.8 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -585121.250000 Penalty: 871.915649
	Iteration 2F: 3 clusters Score -585121.2 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -585611.000000 Penalty: 871.915649
	Iteration 3F: 3 clusters Score -585611 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -586189.250000 Penalty: 871.915649
	Iteration 4F: 3 clusters Score -586189.2 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -586793.250000 Penalty: 871.915649
	Iteration 5F: 3 clusters Score -586793.2 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -587404.625000 Penalty: 871.915649
	Iteration 6F: 3 clusters Score -587404.6 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -587912.250000 Penalty: 871.915649
	Iteration 7F: 3 clusters Score -587912.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -588200.937500 Penalty: 871.915649
	Iteration 8Q: 3 clusters Score -588200.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -588389.312500 Penalty: 871.915649
	Iteration 9Q: 3 clusters Score -588389.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -588521.687500 Penalty: 871.915649
	Iteration 10Q: 3 clusters Score -588521.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -588617.625000 Penalty: 871.915649
	Iteration 11Q: 3 clusters Score -588617.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -588683.187500 Penalty: 871.915649
	Iteration 12Q: 3 clusters Score -588683.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -588735.812500 Penalty: 871.915649
	Iteration 13Q: 3 clusters Score -588735.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -588786.375000 Penalty: 871.915649
	Iteration 14Q: 3 clusters Score -588786.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -588836.312500 Penalty: 871.915649
	Iteration 15Q: 3 clusters Score -588836.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -588880.187500 Penalty: 871.915649
	Iteration 16Q: 3 clusters Score -588880.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -588927.375000 Penalty: 871.915649
	Iteration 17Q: 3 clusters Score -588927.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -588981.750000 Penalty: 871.915649
	Iteration 18Q: 3 clusters Score -588981.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -589048.312500 Penalty: 871.915649
	Iteration 19Q: 3 clusters Score -589048.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -589126.687500 Penalty: 871.915649
	Iteration 20F: 3 clusters Score -589126.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -589208.750000 Penalty: 871.915649
	Iteration 21Q: 3 clusters Score -589208.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -589304.875000 Penalty: 871.915649
	Iteration 22Q: 3 clusters Score -589304.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -589407.750000 Penalty: 871.915649
	Iteration 23Q: 3 clusters Score -589407.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -589500.062500 Penalty: 871.915649
	Iteration 24Q: 3 clusters Score -589500.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -589567.750000 Penalty: 871.915649
	Iteration 25Q: 3 clusters Score -589567.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -589638.000000 Penalty: 871.915649
	Iteration 26Q: 3 clusters Score -589638 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -589704.000000 Penalty: 871.915649
	Iteration 27Q: 3 clusters Score -589704 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -589756.062500 Penalty: 871.915649
	Iteration 28Q: 3 clusters Score -589756.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -589804.562500 Penalty: 871.915649
	Iteration 29Q: 3 clusters Score -589804.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -589838.687500 Penalty: 871.915649
	Iteration 30Q: 3 clusters Score -589838.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -589876.312500 Penalty: 871.915649
	Iteration 31Q: 3 clusters Score -589876.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -589903.750000 Penalty: 871.915649
	Iteration 32Q: 3 clusters Score -589903.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -589920.687500 Penalty: 871.915649
	Iteration 33Q: 3 clusters Score -589920.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -589932.812500 Penalty: 871.915649
	Iteration 34Q: 3 clusters Score -589932.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -589946.000000 Penalty: 871.915649
	Iteration 35Q: 3 clusters Score -589946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -589952.437500 Penalty: 871.915649
	Iteration 36Q: 3 clusters Score -589952.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -589956.437500 Penalty: 871.915649
	Iteration 37Q: 3 clusters Score -589956.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -589957.812500 Penalty: 871.915649
	Iteration 38Q: 3 clusters Score -589957.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -589959.312500 Penalty: 871.915649
	Iteration 39Q: 3 clusters Score -589959.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -589960.000000 Penalty: 871.915649
	Iteration 40F: 3 clusters Score -589960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -589961.875000 Penalty: 871.915649
	Iteration 41Q: 3 clusters Score -589961.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -589962.062500 Penalty: 871.915649
	Iteration 42Q: 3 clusters Score -589962.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -589962.750000 Penalty: 871.915649
	Iteration 43Q: 3 clusters Score -589962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -589963.312500 Penalty: 871.915649
	Iteration 44Q: 3 clusters Score -589963.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -589963.312500 Penalty: 871.915649
	Iteration 45F: 3 clusters Score -589963.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Entering Unmasked Estep 
Score: -514558.000000 Penalty: 431.912506
	Iteration 0F: 2 clusters Score -514558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -505735.125000 Penalty: 863.825012
	Iteration 0F: 3 clusters Score -505735.1 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -510074.562500 Penalty: 863.825012
	Iteration 1F: 3 clusters Score -510074.6 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -510896.906250 Penalty: 863.825012
	Iteration 2F: 3 clusters Score -510896.9 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -511813.968750 Penalty: 863.825012
	Iteration 3F: 3 clusters Score -511814 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -512616.031250 Penalty: 863.825012
	Iteration 4F: 3 clusters Score -512616 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -513064.281250 Penalty: 863.825012
	Iteration 5Q: 3 clusters Score -513064.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -513308.843750 Penalty: 863.825012
	Iteration 6Q: 3 clusters Score -513308.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -513453.937500 Penalty: 863.825012
	Iteration 7Q: 3 clusters Score -513453.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -513551.593750 Penalty: 863.825012
	Iteration 8Q: 3 clusters Score -513551.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -513631.093750 Penalty: 863.825012
	Iteration 9Q: 3 clusters Score -513631.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -513685.062500 Penalty: 863.825012
	Iteration 10Q: 3 clusters Score -513685.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -513725.500000 Penalty: 863.825012
	Iteration 11Q: 3 clusters Score -513725.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -513772.656250 Penalty: 863.825012
	Iteration 12Q: 3 clusters Score -513772.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -513815.125000 Penalty: 863.825012
	Iteration 13Q: 3 clusters Score -513815.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -513858.093750 Penalty: 863.825012
	Iteration 14Q: 3 clusters Score -513858.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -513894.156250 Penalty: 863.825012
	Iteration 15Q: 3 clusters Score -513894.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -513928.625000 Penalty: 863.825012
	Iteration 16Q: 3 clusters Score -513928.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -513949.500000 Penalty: 863.825012
	Iteration 17Q: 3 clusters Score -513949.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -513968.437500 Penalty: 863.825012
	Iteration 18Q: 3 clusters Score -513968.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -513980.437500 Penalty: 863.825012
	Iteration 19Q: 3 clusters Score -513980.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -513997.406250 Penalty: 863.825012
	Iteration 20F: 3 clusters Score -513997.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -514017.406250 Penalty: 863.825012
	Iteration 21Q: 3 clusters Score -514017.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -514033.000000 Penalty: 863.825012
	Iteration 22Q: 3 clusters Score -514033 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -514047.468750 Penalty: 863.825012
	Iteration 23Q: 3 clusters Score -514047.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -514063.812500 Penalty: 863.825012
	Iteration 24Q: 3 clusters Score -514063.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -514078.406250 Penalty: 863.825012
	Iteration 25Q: 3 clusters Score -514078.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -514091.031250 Penalty: 863.825012
	Iteration 26Q: 3 clusters Score -514091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -514106.468750 Penalty: 863.825012
	Iteration 27Q: 3 clusters Score -514106.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -514125.625000 Penalty: 863.825012
	Iteration 28Q: 3 clusters Score -514125.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -514149.312500 Penalty: 863.825012
	Iteration 29Q: 3 clusters Score -514149.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -514178.156250 Penalty: 863.825012
	Iteration 30Q: 3 clusters Score -514178.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -514236.437500 Penalty: 863.825012
	Iteration 31Q: 3 clusters Score -514236.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -514278.718750 Penalty: 863.825012
	Iteration 32Q: 3 clusters Score -514278.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -514312.343750 Penalty: 863.825012
	Iteration 33Q: 3 clusters Score -514312.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -514333.312500 Penalty: 863.825012
	Iteration 34Q: 3 clusters Score -514333.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -514345.656250 Penalty: 863.825012
	Iteration 35Q: 3 clusters Score -514345.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -514350.250000 Penalty: 863.825012
	Iteration 36Q: 3 clusters Score -514350.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -514353.437500 Penalty: 863.825012
	Iteration 37Q: 3 clusters Score -514353.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -514357.812500 Penalty: 863.825012
	Iteration 38Q: 3 clusters Score -514357.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -514360.968750 Penalty: 863.825012
	Iteration 39Q: 3 clusters Score -514361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -514363.437500 Penalty: 863.825012
	Iteration 40F: 3 clusters Score -514363.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Entering Unmasked Estep 
Score: -995955.812500 Penalty: 459.535034
	Iteration 0F: 2 clusters Score -995955.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -979704.562500 Penalty: 919.070068
	Iteration 0F: 3 clusters Score -979704.6 nChanged 11706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -986621.625000 Penalty: 919.070068
	Iteration 1F: 3 clusters Score -986621.6 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -987367.437500 Penalty: 919.070068
	Iteration 2F: 3 clusters Score -987367.4 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -988591.000000 Penalty: 919.070068
	Iteration 3F: 3 clusters Score -988591 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -990303.125000 Penalty: 919.070068
	Iteration 4F: 3 clusters Score -990303.1 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -992128.625000 Penalty: 919.070068
	Iteration 5F: 3 clusters Score -992128.6 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -993706.312500 Penalty: 919.070068
	Iteration 6F: 3 clusters Score -993706.3 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -994728.500000 Penalty: 919.070068
	Iteration 7Q: 3 clusters Score -994728.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -995221.875000 Penalty: 919.070068
	Iteration 8Q: 3 clusters Score -995221.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -995438.125000 Penalty: 919.070068
	Iteration 9Q: 3 clusters Score -995438.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -995516.250000 Penalty: 919.070068
	Iteration 10Q: 3 clusters Score -995516.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -995553.625000 Penalty: 919.070068
	Iteration 11Q: 3 clusters Score -995553.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -995567.750000 Penalty: 919.070068
	Iteration 12Q: 3 clusters Score -995567.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -995574.312500 Penalty: 919.070068
	Iteration 13Q: 3 clusters Score -995574.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -995578.500000 Penalty: 919.070068
	Iteration 14Q: 3 clusters Score -995578.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -995588.062500 Penalty: 919.070068
	Iteration 15Q: 3 clusters Score -995588.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -995590.875000 Penalty: 919.070068
	Iteration 16Q: 3 clusters Score -995590.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -995593.687500 Penalty: 919.070068
	Iteration 17Q: 3 clusters Score -995593.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -995595.437500 Penalty: 919.070068
	Iteration 18Q: 3 clusters Score -995595.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -995596.562500 Penalty: 919.070068
	Iteration 19Q: 3 clusters Score -995596.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -995596.312500 Penalty: 919.070068
	Iteration 20F: 3 clusters Score -995596.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -995595.875000 Penalty: 919.070068
	Iteration 21Q: 3 clusters Score -995595.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -995595.875000 Penalty: 919.070068
	Iteration 22F: 3 clusters Score -995595.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Entering Unmasked Estep 
Score: -136266.312500 Penalty: 371.936157
	Iteration 0F: 2 clusters Score -136266.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -133778.953125 Penalty: 743.872314
	Iteration 0F: 3 clusters Score -133779 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -134785.218750 Penalty: 743.872314
	Iteration 1F: 3 clusters Score -134785.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -134943.046875 Penalty: 743.872314
	Iteration 2F: 3 clusters Score -134943 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -135061.859375 Penalty: 743.872314
	Iteration 3F: 3 clusters Score -135061.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -135146.546875 Penalty: 743.872314
	Iteration 4Q: 3 clusters Score -135146.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -135225.578125 Penalty: 743.872314
	Iteration 5Q: 3 clusters Score -135225.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -135313.328125 Penalty: 743.872314
	Iteration 6Q: 3 clusters Score -135313.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -135406.609375 Penalty: 743.872314
	Iteration 7Q: 3 clusters Score -135406.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -135475.828125 Penalty: 743.872314
	Iteration 8Q: 3 clusters Score -135475.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -135525.218750 Penalty: 743.872314
	Iteration 9Q: 3 clusters Score -135525.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -135562.875000 Penalty: 743.872314
	Iteration 10Q: 3 clusters Score -135562.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -135589.796875 Penalty: 743.872314
	Iteration 11Q: 3 clusters Score -135589.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -135609.171875 Penalty: 743.872314
	Iteration 12Q: 3 clusters Score -135609.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -135626.281250 Penalty: 743.872314
	Iteration 13Q: 3 clusters Score -135626.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -135640.656250 Penalty: 743.872314
	Iteration 14Q: 3 clusters Score -135640.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -135660.234375 Penalty: 743.872314
	Iteration 15Q: 3 clusters Score -135660.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -135679.093750 Penalty: 743.872314
	Iteration 16Q: 3 clusters Score -135679.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -135697.593750 Penalty: 743.872314
	Iteration 17Q: 3 clusters Score -135697.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -135710.375000 Penalty: 743.872314
	Iteration 18Q: 3 clusters Score -135710.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -135720.062500 Penalty: 743.872314
	Iteration 19Q: 3 clusters Score -135720.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -135727.390625 Penalty: 743.872314
	Iteration 20F: 3 clusters Score -135727.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -135736.421875 Penalty: 743.872314
	Iteration 21Q: 3 clusters Score -135736.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -135747.343750 Penalty: 743.872314
	Iteration 22Q: 3 clusters Score -135747.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -135759.812500 Penalty: 743.872314
	Iteration 23Q: 3 clusters Score -135759.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -135783.218750 Penalty: 743.872314
	Iteration 24Q: 3 clusters Score -135783.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -135803.328125 Penalty: 743.872314
	Iteration 25Q: 3 clusters Score -135803.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -135812.078125 Penalty: 743.872314
	Iteration 26Q: 3 clusters Score -135812.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -135823.593750 Penalty: 743.872314
	Iteration 27Q: 3 clusters Score -135823.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -135840.406250 Penalty: 743.872314
	Iteration 28Q: 3 clusters Score -135840.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -135854.343750 Penalty: 743.872314
	Iteration 29Q: 3 clusters Score -135854.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -135862.203125 Penalty: 743.872314
	Iteration 30Q: 3 clusters Score -135862.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -135866.015625 Penalty: 743.872314
	Iteration 31Q: 3 clusters Score -135866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -135870.093750 Penalty: 743.872314
	Iteration 32Q: 3 clusters Score -135870.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -135872.375000 Penalty: 743.872314
	Iteration 33Q: 3 clusters Score -135872.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -135874.250000 Penalty: 743.872314
	Iteration 34Q: 3 clusters Score -135874.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -135876.218750 Penalty: 743.872314
	Iteration 35Q: 3 clusters Score -135876.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -135877.859375 Penalty: 743.872314
	Iteration 36Q: 3 clusters Score -135877.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -135878.796875 Penalty: 743.872314
	Iteration 37Q: 3 clusters Score -135878.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -135878.796875 Penalty: 743.872314
	Iteration 38F: 3 clusters Score -135878.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Entering Unmasked Estep 
Score: -89156.195312 Penalty: 351.361694
	Iteration 0F: 2 clusters Score -89156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -87572.765625 Penalty: 702.723389
	Iteration 0F: 3 clusters Score -87572.77 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -88185.546875 Penalty: 702.723389
	Iteration 1F: 3 clusters Score -88185.55 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -88288.570312 Penalty: 702.723389
	Iteration 2F: 3 clusters Score -88288.57 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -88361.171875 Penalty: 702.723389
	Iteration 3F: 3 clusters Score -88361.17 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -88406.312500 Penalty: 702.723389
	Iteration 4Q: 3 clusters Score -88406.31 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -88452.703125 Penalty: 702.723389
	Iteration 5Q: 3 clusters Score -88452.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -88496.843750 Penalty: 702.723389
	Iteration 6Q: 3 clusters Score -88496.84 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -88534.343750 Penalty: 702.723389
	Iteration 7Q: 3 clusters Score -88534.34 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -88577.992188 Penalty: 702.723389
	Iteration 8Q: 3 clusters Score -88577.99 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88619.507812 Penalty: 702.723389
	Iteration 9Q: 3 clusters Score -88619.51 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88650.226562 Penalty: 702.723389
	Iteration 10Q: 3 clusters Score -88650.23 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -88688.734375 Penalty: 702.723389
	Iteration 11Q: 3 clusters Score -88688.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -88726.343750 Penalty: 702.723389
	Iteration 12Q: 3 clusters Score -88726.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -88765.203125 Penalty: 702.723389
	Iteration 13Q: 3 clusters Score -88765.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -88803.812500 Penalty: 702.723389
	Iteration 14Q: 3 clusters Score -88803.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -88818.156250 Penalty: 702.723389
	Iteration 15Q: 3 clusters Score -88818.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -88833.078125 Penalty: 702.723389
	Iteration 16Q: 3 clusters Score -88833.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -88847.812500 Penalty: 702.723389
	Iteration 17Q: 3 clusters Score -88847.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -88856.953125 Penalty: 702.723389
	Iteration 18Q: 3 clusters Score -88856.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -88863.367188 Penalty: 702.723389
	Iteration 19Q: 3 clusters Score -88863.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -88871.968750 Penalty: 702.723389
	Iteration 20F: 3 clusters Score -88871.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -88879.632812 Penalty: 702.723389
	Iteration 21Q: 3 clusters Score -88879.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -88886.054688 Penalty: 702.723389
	Iteration 22Q: 3 clusters Score -88886.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -88891.304688 Penalty: 702.723389
	Iteration 23Q: 3 clusters Score -88891.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -88893.015625 Penalty: 702.723389
	Iteration 24Q: 3 clusters Score -88893.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -88893.429688 Penalty: 702.723389
	Iteration 25Q: 3 clusters Score -88893.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -88893.820312 Penalty: 702.723389
	Iteration 26Q: 3 clusters Score -88893.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -88894.679688 Penalty: 702.723389
	Iteration 27Q: 3 clusters Score -88894.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -88897.328125 Penalty: 702.723389
	Iteration 28Q: 3 clusters Score -88897.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -88898.578125 Penalty: 702.723389
	Iteration 29Q: 3 clusters Score -88898.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -88901.757812 Penalty: 702.723389
	Iteration 30Q: 3 clusters Score -88901.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -88904.671875 Penalty: 702.723389
	Iteration 31Q: 3 clusters Score -88904.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -88908.523438 Penalty: 702.723389
	Iteration 32Q: 3 clusters Score -88908.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -88909.820312 Penalty: 702.723389
	Iteration 33Q: 3 clusters Score -88909.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -88909.820312 Penalty: 702.723389
	Iteration 34F: 3 clusters Score -88909.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Entering Unmasked Estep 
Score: -68824.273438 Penalty: 340.615387
	Iteration 0F: 2 clusters Score -68824.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -67502.765625 Penalty: 681.230774
	Iteration 0F: 3 clusters Score -67502.77 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -67919.578125 Penalty: 681.230774
	Iteration 1F: 3 clusters Score -67919.58 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -68008.250000 Penalty: 681.230774
	Iteration 2F: 3 clusters Score -68008.25 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -68074.648438 Penalty: 681.230774
	Iteration 3F: 3 clusters Score -68074.65 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -68164.562500 Penalty: 681.230774
	Iteration 4F: 3 clusters Score -68164.56 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -68266.265625 Penalty: 681.230774
	Iteration 5F: 3 clusters Score -68266.27 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -68364.820312 Penalty: 681.230774
	Iteration 6F: 3 clusters Score -68364.82 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68457.031250 Penalty: 681.230774
	Iteration 7F: 3 clusters Score -68457.03 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -68534.554688 Penalty: 681.230774
	Iteration 8Q: 3 clusters Score -68534.55 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68588.226562 Penalty: 681.230774
	Iteration 9Q: 3 clusters Score -68588.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -68614.445312 Penalty: 681.230774
	Iteration 10Q: 3 clusters Score -68614.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -68627.585938 Penalty: 681.230774
	Iteration 11Q: 3 clusters Score -68627.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -68638.000000 Penalty: 681.230774
	Iteration 12Q: 3 clusters Score -68638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -68650.476562 Penalty: 681.230774
	Iteration 13Q: 3 clusters Score -68650.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -68662.687500 Penalty: 681.230774
	Iteration 14Q: 3 clusters Score -68662.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -68667.687500 Penalty: 681.230774
	Iteration 15Q: 3 clusters Score -68667.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -68668.210938 Penalty: 681.230774
	Iteration 16Q: 3 clusters Score -68668.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -68668.382812 Penalty: 681.230774
	Iteration 17Q: 3 clusters Score -68668.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -68668.382812 Penalty: 681.230774
	Iteration 18F: 3 clusters Score -68668.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Entering Unmasked Estep 
Score: -143560.203125 Penalty: 373.991608
	Iteration 0F: 2 clusters Score -143560.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -141012.250000 Penalty: 747.983215
	Iteration 0F: 3 clusters Score -141012.2 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -142029.453125 Penalty: 747.983215
	Iteration 1F: 3 clusters Score -142029.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -142230.312500 Penalty: 747.983215
	Iteration 2F: 3 clusters Score -142230.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -142447.859375 Penalty: 747.983215
	Iteration 3F: 3 clusters Score -142447.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -142655.781250 Penalty: 747.983215
	Iteration 4F: 3 clusters Score -142655.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -142843.796875 Penalty: 747.983215
	Iteration 5F: 3 clusters Score -142843.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -142994.296875 Penalty: 747.983215
	Iteration 6F: 3 clusters Score -142994.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -143087.312500 Penalty: 747.983215
	Iteration 7Q: 3 clusters Score -143087.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -143149.796875 Penalty: 747.983215
	Iteration 8Q: 3 clusters Score -143149.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -143195.671875 Penalty: 747.983215
	Iteration 9Q: 3 clusters Score -143195.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -143219.343750 Penalty: 747.983215
	Iteration 10Q: 3 clusters Score -143219.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -143236.328125 Penalty: 747.983215
	Iteration 11Q: 3 clusters Score -143236.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -143245.296875 Penalty: 747.983215
	Iteration 12Q: 3 clusters Score -143245.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -143252.703125 Penalty: 747.983215
	Iteration 13Q: 3 clusters Score -143252.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -143258.671875 Penalty: 747.983215
	Iteration 14Q: 3 clusters Score -143258.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -143263.187500 Penalty: 747.983215
	Iteration 15Q: 3 clusters Score -143263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -143265.625000 Penalty: 747.983215
	Iteration 16Q: 3 clusters Score -143265.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -143266.296875 Penalty: 747.983215
	Iteration 17Q: 3 clusters Score -143266.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -143266.296875 Penalty: 747.983215
	Iteration 18F: 3 clusters Score -143266.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Entering Unmasked Estep 
Score: -181163.312500 Penalty: 383.040710
	Iteration 0F: 2 clusters Score -181163.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -178108.265625 Penalty: 766.081421
	Iteration 0F: 3 clusters Score -178108.3 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -179283.046875 Penalty: 766.081421
	Iteration 1F: 3 clusters Score -179283 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -179494.781250 Penalty: 766.081421
	Iteration 2F: 3 clusters Score -179494.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -179769.468750 Penalty: 766.081421
	Iteration 3F: 3 clusters Score -179769.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -180048.218750 Penalty: 766.081421
	Iteration 4F: 3 clusters Score -180048.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -180241.546875 Penalty: 766.081421
	Iteration 5F: 3 clusters Score -180241.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -180377.343750 Penalty: 766.081421
	Iteration 6Q: 3 clusters Score -180377.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -180461.250000 Penalty: 766.081421
	Iteration 7Q: 3 clusters Score -180461.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -180537.156250 Penalty: 766.081421
	Iteration 8Q: 3 clusters Score -180537.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -180618.140625 Penalty: 766.081421
	Iteration 9Q: 3 clusters Score -180618.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -180711.406250 Penalty: 766.081421
	Iteration 10Q: 3 clusters Score -180711.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -180767.015625 Penalty: 766.081421
	Iteration 11Q: 3 clusters Score -180767 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -180802.453125 Penalty: 766.081421
	Iteration 12Q: 3 clusters Score -180802.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -180823.046875 Penalty: 766.081421
	Iteration 13Q: 3 clusters Score -180823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -180834.609375 Penalty: 766.081421
	Iteration 14Q: 3 clusters Score -180834.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -180844.234375 Penalty: 766.081421
	Iteration 15Q: 3 clusters Score -180844.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -180850.078125 Penalty: 766.081421
	Iteration 16Q: 3 clusters Score -180850.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -180855.578125 Penalty: 766.081421
	Iteration 17Q: 3 clusters Score -180855.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -180859.281250 Penalty: 766.081421
	Iteration 18Q: 3 clusters Score -180859.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -180863.046875 Penalty: 766.081421
	Iteration 19Q: 3 clusters Score -180863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -180867.203125 Penalty: 766.081421
	Iteration 20F: 3 clusters Score -180867.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -180872.000000 Penalty: 766.081421
	Iteration 21Q: 3 clusters Score -180872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -180873.921875 Penalty: 766.081421
	Iteration 22Q: 3 clusters Score -180873.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -180875.531250 Penalty: 766.081421
	Iteration 23Q: 3 clusters Score -180875.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -180876.265625 Penalty: 766.081421
	Iteration 24Q: 3 clusters Score -180876.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -180876.921875 Penalty: 766.081421
	Iteration 25Q: 3 clusters Score -180876.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -180877.796875 Penalty: 766.081421
	Iteration 26Q: 3 clusters Score -180877.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -180878.265625 Penalty: 766.081421
	Iteration 27Q: 3 clusters Score -180878.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -180878.593750 Penalty: 766.081421
	Iteration 28Q: 3 clusters Score -180878.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -180879.781250 Penalty: 766.081421
	Iteration 29Q: 3 clusters Score -180879.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -180880.359375 Penalty: 766.081421
	Iteration 30Q: 3 clusters Score -180880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -180880.890625 Penalty: 766.081421
	Iteration 31Q: 3 clusters Score -180880.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -180880.687500 Penalty: 766.081421
	Iteration 32Q: 3 clusters Score -180880.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -180881.390625 Penalty: 766.081421
	Iteration 33Q: 3 clusters Score -180881.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -180881.625000 Penalty: 766.081421
	Iteration 34Q: 3 clusters Score -180881.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -180881.531250 Penalty: 766.081421
	Iteration 35Q: 3 clusters Score -180881.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -180882.046875 Penalty: 766.081421
	Iteration 36Q: 3 clusters Score -180882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -180882.625000 Penalty: 766.081421
	Iteration 37Q: 3 clusters Score -180882.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -180882.921875 Penalty: 766.081421
	Iteration 38Q: 3 clusters Score -180882.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -180883.156250 Penalty: 766.081421
	Iteration 39Q: 3 clusters Score -180883.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -180883.031250 Penalty: 766.081421
	Iteration 40F: 3 clusters Score -180883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Entering Unmasked Estep 
Score: -92104.554688 Penalty: 357.761139
	Iteration 0F: 2 clusters Score -92104.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -90270.945312 Penalty: 715.522278
	Iteration 0F: 3 clusters Score -90270.95 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -90980.140625 Penalty: 715.522278
	Iteration 1F: 3 clusters Score -90980.14 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -91154.867188 Penalty: 715.522278
	Iteration 2F: 3 clusters Score -91154.87 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -91330.296875 Penalty: 715.522278
	Iteration 3F: 3 clusters Score -91330.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -91508.203125 Penalty: 715.522278
	Iteration 4F: 3 clusters Score -91508.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -91642.421875 Penalty: 715.522278
	Iteration 5F: 3 clusters Score -91642.42 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -91735.781250 Penalty: 715.522278
	Iteration 6Q: 3 clusters Score -91735.78 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -91817.851562 Penalty: 715.522278
	Iteration 7Q: 3 clusters Score -91817.85 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -91866.625000 Penalty: 715.522278
	Iteration 8Q: 3 clusters Score -91866.62 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -91897.976562 Penalty: 715.522278
	Iteration 9Q: 3 clusters Score -91897.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -91915.625000 Penalty: 715.522278
	Iteration 10Q: 3 clusters Score -91915.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -91925.812500 Penalty: 715.522278
	Iteration 11Q: 3 clusters Score -91925.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -91930.640625 Penalty: 715.522278
	Iteration 12Q: 3 clusters Score -91930.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -91932.671875 Penalty: 715.522278
	Iteration 13Q: 3 clusters Score -91932.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -91933.539062 Penalty: 715.522278
	Iteration 14Q: 3 clusters Score -91933.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -91934.421875 Penalty: 715.522278
	Iteration 15Q: 3 clusters Score -91934.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -91935.203125 Penalty: 715.522278
	Iteration 16Q: 3 clusters Score -91935.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -91936.367188 Penalty: 715.522278
	Iteration 17Q: 3 clusters Score -91936.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -91937.539062 Penalty: 715.522278
	Iteration 18Q: 3 clusters Score -91937.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -91938.804688 Penalty: 715.522278
	Iteration 19Q: 3 clusters Score -91938.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -91942.523438 Penalty: 715.522278
	Iteration 20F: 3 clusters Score -91942.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -91944.328125 Penalty: 715.522278
	Iteration 21Q: 3 clusters Score -91944.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -91945.671875 Penalty: 715.522278
	Iteration 22Q: 3 clusters Score -91945.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -91947.375000 Penalty: 715.522278
	Iteration 23Q: 3 clusters Score -91947.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -91948.312500 Penalty: 715.522278
	Iteration 24Q: 3 clusters Score -91948.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -91950.429688 Penalty: 715.522278
	Iteration 25Q: 3 clusters Score -91950.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -91951.304688 Penalty: 715.522278
	Iteration 26Q: 3 clusters Score -91951.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -91953.976562 Penalty: 715.522278
	Iteration 27Q: 3 clusters Score -91953.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -91956.289062 Penalty: 715.522278
	Iteration 28Q: 3 clusters Score -91956.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -91956.843750 Penalty: 715.522278
	Iteration 29Q: 3 clusters Score -91956.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -91958.593750 Penalty: 715.522278
	Iteration 30Q: 3 clusters Score -91958.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -91959.898438 Penalty: 715.522278
	Iteration 31Q: 3 clusters Score -91959.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -91962.968750 Penalty: 715.522278
	Iteration 32Q: 3 clusters Score -91962.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -91967.382812 Penalty: 715.522278
	Iteration 33Q: 3 clusters Score -91967.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -91971.523438 Penalty: 715.522278
	Iteration 34Q: 3 clusters Score -91971.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -91973.015625 Penalty: 715.522278
	Iteration 35Q: 3 clusters Score -91973.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -91974.859375 Penalty: 715.522278
	Iteration 36Q: 3 clusters Score -91974.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -91979.507812 Penalty: 715.522278
	Iteration 37Q: 3 clusters Score -91979.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -91982.414062 Penalty: 715.522278
	Iteration 38Q: 3 clusters Score -91982.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -91987.273438 Penalty: 715.522278
	Iteration 39Q: 3 clusters Score -91987.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -92001.000000 Penalty: 715.522278
	Iteration 40F: 3 clusters Score -92001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -92018.312500 Penalty: 715.522278
	Iteration 41Q: 3 clusters Score -92018.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -92034.562500 Penalty: 715.522278
	Iteration 42Q: 3 clusters Score -92034.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -92041.085938 Penalty: 715.522278
	Iteration 43Q: 3 clusters Score -92041.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -92047.265625 Penalty: 715.522278
	Iteration 44Q: 3 clusters Score -92047.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -92051.960938 Penalty: 715.522278
	Iteration 45Q: 3 clusters Score -92051.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -92053.210938 Penalty: 715.522278
	Iteration 46Q: 3 clusters Score -92053.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -92054.367188 Penalty: 715.522278
	Iteration 47Q: 3 clusters Score -92054.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -92056.343750 Penalty: 715.522278
	Iteration 48Q: 3 clusters Score -92056.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -92059.335938 Penalty: 715.522278
	Iteration 49Q: 3 clusters Score -92059.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -92060.882812 Penalty: 715.522278
	Iteration 50Q: 3 clusters Score -92060.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -92062.921875 Penalty: 715.522278
	Iteration 51Q: 3 clusters Score -92062.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -92065.343750 Penalty: 715.522278
	Iteration 52Q: 3 clusters Score -92065.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -92066.648438 Penalty: 715.522278
	Iteration 53Q: 3 clusters Score -92066.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -92067.960938 Penalty: 715.522278
	Iteration 54Q: 3 clusters Score -92067.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -92069.867188 Penalty: 715.522278
	Iteration 55Q: 3 clusters Score -92069.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -92073.890625 Penalty: 715.522278
	Iteration 56Q: 3 clusters Score -92073.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -92079.273438 Penalty: 715.522278
	Iteration 57Q: 3 clusters Score -92079.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -92082.734375 Penalty: 715.522278
	Iteration 58Q: 3 clusters Score -92082.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -92085.648438 Penalty: 715.522278
	Iteration 59Q: 3 clusters Score -92085.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -92090.187500 Penalty: 715.522278
	Iteration 60F: 3 clusters Score -92090.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -92095.804688 Penalty: 715.522278
	Iteration 61Q: 3 clusters Score -92095.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -92100.976562 Penalty: 715.522278
	Iteration 62Q: 3 clusters Score -92100.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -92111.257812 Penalty: 715.522278
	Iteration 63Q: 3 clusters Score -92111.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -92120.906250 Penalty: 715.522278
	Iteration 64Q: 3 clusters Score -92120.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -92127.179688 Penalty: 715.522278
	Iteration 65Q: 3 clusters Score -92127.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -92133.554688 Penalty: 715.522278
	Iteration 66Q: 3 clusters Score -92133.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -92138.445312 Penalty: 715.522278
	Iteration 67Q: 3 clusters Score -92138.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -92140.015625 Penalty: 715.522278
	Iteration 68Q: 3 clusters Score -92140.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -92141.710938 Penalty: 715.522278
	Iteration 69Q: 3 clusters Score -92141.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -92143.304688 Penalty: 715.522278
	Iteration 70Q: 3 clusters Score -92143.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -92147.304688 Penalty: 715.522278
	Iteration 71Q: 3 clusters Score -92147.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -92152.210938 Penalty: 715.522278
	Iteration 72Q: 3 clusters Score -92152.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -92157.273438 Penalty: 715.522278
	Iteration 73Q: 3 clusters Score -92157.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -92158.757812 Penalty: 715.522278
	Iteration 74Q: 3 clusters Score -92158.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -92159.804688 Penalty: 715.522278
	Iteration 75Q: 3 clusters Score -92159.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -92160.968750 Penalty: 715.522278
	Iteration 76Q: 3 clusters Score -92160.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -92162.585938 Penalty: 715.522278
	Iteration 77Q: 3 clusters Score -92162.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -92163.226562 Penalty: 715.522278
	Iteration 78Q: 3 clusters Score -92163.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -92165.062500 Penalty: 715.522278
	Iteration 79Q: 3 clusters Score -92165.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -92176.070312 Penalty: 715.522278
	Iteration 80F: 3 clusters Score -92176.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -92199.640625 Penalty: 715.522278
	Iteration 81Q: 3 clusters Score -92199.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -92237.031250 Penalty: 715.522278
	Iteration 82Q: 3 clusters Score -92237.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -92271.054688 Penalty: 715.522278
	Iteration 83Q: 3 clusters Score -92271.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -92298.976562 Penalty: 715.522278
	Iteration 84Q: 3 clusters Score -92298.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -92318.148438 Penalty: 715.522278
	Iteration 85Q: 3 clusters Score -92318.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -92331.812500 Penalty: 715.522278
	Iteration 86Q: 3 clusters Score -92331.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -92350.601562 Penalty: 715.522278
	Iteration 87Q: 3 clusters Score -92350.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -92368.664062 Penalty: 715.522278
	Iteration 88Q: 3 clusters Score -92368.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -92394.281250 Penalty: 715.522278
	Iteration 89Q: 3 clusters Score -92394.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -92423.046875 Penalty: 715.522278
	Iteration 90Q: 3 clusters Score -92423.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -92473.609375 Penalty: 715.522278
	Iteration 91Q: 3 clusters Score -92473.61 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -92534.796875 Penalty: 715.522278
	Iteration 92Q: 3 clusters Score -92534.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -92602.929688 Penalty: 715.522278
	Iteration 93Q: 3 clusters Score -92602.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -92654.125000 Penalty: 715.522278
	Iteration 94Q: 3 clusters Score -92654.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -92664.375000 Penalty: 715.522278
	Iteration 95Q: 3 clusters Score -92664.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -92666.554688 Penalty: 715.522278
	Iteration 96Q: 3 clusters Score -92666.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -92667.960938 Penalty: 715.522278
	Iteration 97Q: 3 clusters Score -92667.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -92668.773438 Penalty: 715.522278
	Iteration 98Q: 3 clusters Score -92668.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -92669.429688 Penalty: 715.522278
	Iteration 99Q: 3 clusters Score -92669.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -92677.828125 Penalty: 715.522278
	Iteration 100F: 3 clusters Score -92677.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -92681.367188 Penalty: 715.522278
	Iteration 101Q: 3 clusters Score -92681.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -92684.406250 Penalty: 715.522278
	Iteration 102Q: 3 clusters Score -92684.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -92686.914062 Penalty: 715.522278
	Iteration 103Q: 3 clusters Score -92686.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -92687.570312 Penalty: 715.522278
	Iteration 104Q: 3 clusters Score -92687.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -92688.203125 Penalty: 715.522278
	Iteration 105Q: 3 clusters Score -92688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -92688.609375 Penalty: 715.522278
	Iteration 106Q: 3 clusters Score -92688.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -92688.750000 Penalty: 715.522278
	Iteration 107Q: 3 clusters Score -92688.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -92688.750000 Penalty: 715.522278
	Iteration 108F: 3 clusters Score -92688.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6303 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1525 members 
Mstep: Class 9 contains 282802 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 14494 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 24335 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 2258 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 4530 members 
Mstep: Class 19 contains 1226 members 
Mstep: Class 20 contains 3367 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3140 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4148 members 
Mstep: Class 25 contains 1089 members 
Mstep: Class 26 contains 10032 members 
Mstep: Class 27 contains 57691 members 
Mstep: Class 28 contains 217436 members 
Mstep: Class 29 contains 8079 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3791 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 1047 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 609 members 
Mstep: Class 37 contains 2218 members 
Mstep: Class 38 contains 412 members 
Mstep: Class 39 contains 829 members 
Mstep: Class 40 contains 1905 members 
Mstep: Class 41 contains 26511 members 
Mstep: Class 42 contains 1373 members 
Entering Unmasked Estep 
Score: -28357522.000000 Penalty: 25800.025391
Splitting cluster 19 changes total score from -28357136.000000 to -28357522.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 20 (3367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Entering Unmasked Estep 
Score: -134212.687500 Penalty: 369.540863
	Iteration 0F: 2 clusters Score -134212.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -131859.843750 Penalty: 739.081726
	Iteration 0F: 3 clusters Score -131859.8 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -132779.984375 Penalty: 739.081726
	Iteration 1F: 3 clusters Score -132780 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -132909.359375 Penalty: 739.081726
	Iteration 2F: 3 clusters Score -132909.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -133013.328125 Penalty: 739.081726
	Iteration 3F: 3 clusters Score -133013.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -133103.890625 Penalty: 739.081726
	Iteration 4Q: 3 clusters Score -133103.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -133187.609375 Penalty: 739.081726
	Iteration 5Q: 3 clusters Score -133187.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -133262.562500 Penalty: 739.081726
	Iteration 6Q: 3 clusters Score -133262.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -133328.093750 Penalty: 739.081726
	Iteration 7Q: 3 clusters Score -133328.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -133374.562500 Penalty: 739.081726
	Iteration 8Q: 3 clusters Score -133374.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -133406.093750 Penalty: 739.081726
	Iteration 9Q: 3 clusters Score -133406.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -133434.421875 Penalty: 739.081726
	Iteration 10Q: 3 clusters Score -133434.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -133463.234375 Penalty: 739.081726
	Iteration 11Q: 3 clusters Score -133463.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -133494.562500 Penalty: 739.081726
	Iteration 12Q: 3 clusters Score -133494.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -133532.671875 Penalty: 739.081726
	Iteration 13Q: 3 clusters Score -133532.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -133567.281250 Penalty: 739.081726
	Iteration 14Q: 3 clusters Score -133567.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -133595.453125 Penalty: 739.081726
	Iteration 15Q: 3 clusters Score -133595.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -133628.609375 Penalty: 739.081726
	Iteration 16Q: 3 clusters Score -133628.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -133649.671875 Penalty: 739.081726
	Iteration 17Q: 3 clusters Score -133649.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -133664.000000 Penalty: 739.081726
	Iteration 18Q: 3 clusters Score -133664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -133674.218750 Penalty: 739.081726
	Iteration 19Q: 3 clusters Score -133674.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -133684.546875 Penalty: 739.081726
	Iteration 20F: 3 clusters Score -133684.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -133692.968750 Penalty: 739.081726
	Iteration 21Q: 3 clusters Score -133693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -133703.953125 Penalty: 739.081726
	Iteration 22Q: 3 clusters Score -133704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -133713.500000 Penalty: 739.081726
	Iteration 23Q: 3 clusters Score -133713.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -133722.281250 Penalty: 739.081726
	Iteration 24Q: 3 clusters Score -133722.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -133732.796875 Penalty: 739.081726
	Iteration 25Q: 3 clusters Score -133732.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -133751.375000 Penalty: 739.081726
	Iteration 26Q: 3 clusters Score -133751.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -133774.765625 Penalty: 739.081726
	Iteration 27Q: 3 clusters Score -133774.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -133813.937500 Penalty: 739.081726
	Iteration 28Q: 3 clusters Score -133813.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -133873.671875 Penalty: 739.081726
	Iteration 29Q: 3 clusters Score -133873.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -133970.171875 Penalty: 739.081726
	Iteration 30Q: 3 clusters Score -133970.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -134103.515625 Penalty: 739.081726
	Iteration 31Q: 3 clusters Score -134103.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -134200.718750 Penalty: 739.081726
	Iteration 32Q: 3 clusters Score -134200.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -134232.500000 Penalty: 739.081726
	Iteration 33Q: 3 clusters Score -134232.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -134242.093750 Penalty: 739.081726
	Iteration 34Q: 3 clusters Score -134242.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -134247.953125 Penalty: 739.081726
	Iteration 35Q: 3 clusters Score -134248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -134251.890625 Penalty: 739.081726
	Iteration 36Q: 3 clusters Score -134251.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -134253.687500 Penalty: 739.081726
	Iteration 37Q: 3 clusters Score -134253.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -134254.437500 Penalty: 739.081726
	Iteration 38Q: 3 clusters Score -134254.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -134254.859375 Penalty: 739.081726
	Iteration 39Q: 3 clusters Score -134254.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -134254.812500 Penalty: 739.081726
	Iteration 40F: 3 clusters Score -134254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -134254.843750 Penalty: 739.081726
	Iteration 41Q: 3 clusters Score -134254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -134254.843750 Penalty: 739.081726
	Iteration 42F: 3 clusters Score -134254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6303 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1525 members 
Mstep: Class 9 contains 282802 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 14494 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 24335 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 2258 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 4530 members 
Mstep: Class 19 contains 1226 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3140 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4148 members 
Mstep: Class 25 contains 1089 members 
Mstep: Class 26 contains 10032 members 
Mstep: Class 27 contains 57691 members 
Mstep: Class 28 contains 217436 members 
Mstep: Class 29 contains 8079 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3791 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 1047 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 609 members 
Mstep: Class 37 contains 2218 members 
Mstep: Class 38 contains 412 members 
Mstep: Class 39 contains 829 members 
Mstep: Class 40 contains 1905 members 
Mstep: Class 41 contains 26511 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 840 members 
Entering Unmasked Estep 
Score: -28357310.000000 Penalty: 26414.312500
Splitting cluster 20 changes total score from -28357136.000000 to -28357310.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 21 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -41217.042969 Penalty: 319.337280
	Iteration 0F: 2 clusters Score -41217.04 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 577 members 
Entering Unmasked Estep 
Score: -40345.546875 Penalty: 638.674561
	Iteration 0F: 3 clusters Score -40345.55 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -40563.679688 Penalty: 638.674561
	Iteration 1F: 3 clusters Score -40563.68 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -40618.335938 Penalty: 638.674561
	Iteration 2F: 3 clusters Score -40618.34 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -40654.710938 Penalty: 638.674561
	Iteration 3Q: 3 clusters Score -40654.71 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -40696.718750 Penalty: 638.674561
	Iteration 4Q: 3 clusters Score -40696.72 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -40737.886719 Penalty: 638.674561
	Iteration 5F: 3 clusters Score -40737.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -40769.660156 Penalty: 638.674561
	Iteration 6Q: 3 clusters Score -40769.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -40809.523438 Penalty: 638.674561
	Iteration 7Q: 3 clusters Score -40809.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -40847.406250 Penalty: 638.674561
	Iteration 8Q: 3 clusters Score -40847.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -40878.375000 Penalty: 638.674561
	Iteration 9Q: 3 clusters Score -40878.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -40915.367188 Penalty: 638.674561
	Iteration 10Q: 3 clusters Score -40915.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -40949.023438 Penalty: 638.674561
	Iteration 11Q: 3 clusters Score -40949.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -40978.250000 Penalty: 638.674561
	Iteration 12Q: 3 clusters Score -40978.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -40999.746094 Penalty: 638.674561
	Iteration 13Q: 3 clusters Score -40999.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -41016.945312 Penalty: 638.674561
	Iteration 14Q: 3 clusters Score -41016.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -41032.433594 Penalty: 638.674561
	Iteration 15Q: 3 clusters Score -41032.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -41041.304688 Penalty: 638.674561
	Iteration 16Q: 3 clusters Score -41041.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -41051.644531 Penalty: 638.674561
	Iteration 17Q: 3 clusters Score -41051.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -41068.933594 Penalty: 638.674561
	Iteration 18Q: 3 clusters Score -41068.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -41080.527344 Penalty: 638.674561
	Iteration 19Q: 3 clusters Score -41080.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -41092.429688 Penalty: 638.674561
	Iteration 20F: 3 clusters Score -41092.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -41113.753906 Penalty: 638.674561
	Iteration 21Q: 3 clusters Score -41113.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -41127.761719 Penalty: 638.674561
	Iteration 22Q: 3 clusters Score -41127.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -41142.312500 Penalty: 638.674561
	Iteration 23Q: 3 clusters Score -41142.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -41151.890625 Penalty: 638.674561
	Iteration 24Q: 3 clusters Score -41151.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -41163.996094 Penalty: 638.674561
	Iteration 25Q: 3 clusters Score -41164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -41179.843750 Penalty: 638.674561
	Iteration 26Q: 3 clusters Score -41179.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -41192.230469 Penalty: 638.674561
	Iteration 27Q: 3 clusters Score -41192.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -41195.703125 Penalty: 638.674561
	Iteration 28Q: 3 clusters Score -41195.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -41197.765625 Penalty: 638.674561
	Iteration 29Q: 3 clusters Score -41197.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -41199.199219 Penalty: 638.674561
	Iteration 30Q: 3 clusters Score -41199.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -41200.273438 Penalty: 638.674561
	Iteration 31Q: 3 clusters Score -41200.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -41201.089844 Penalty: 638.674561
	Iteration 32Q: 3 clusters Score -41201.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -41202.582031 Penalty: 638.674561
	Iteration 33Q: 3 clusters Score -41202.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -41203.535156 Penalty: 638.674561
	Iteration 34Q: 3 clusters Score -41203.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -41207.761719 Penalty: 638.674561
	Iteration 35F: 3 clusters Score -41207.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -41222.246094 Penalty: 638.674561
	Iteration 36Q: 3 clusters Score -41222.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -41237.003906 Penalty: 638.674561
	Iteration 37Q: 3 clusters Score -41237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -41248.570312 Penalty: 638.674561
	Iteration 38Q: 3 clusters Score -41248.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -41258.316406 Penalty: 638.674561
	Iteration 39Q: 3 clusters Score -41258.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -41261.351562 Penalty: 638.674561
	Iteration 40F: 3 clusters Score -41261.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -41263.558594 Penalty: 638.674561
	Iteration 41Q: 3 clusters Score -41263.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -41263.875000 Penalty: 638.674561
	Iteration 42Q: 3 clusters Score -41263.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -41264.238281 Penalty: 638.674561
	Iteration 43Q: 3 clusters Score -41264.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -41264.238281 Penalty: 638.674561
	Iteration 44F: 3 clusters Score -41264.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6303 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1525 members 
Mstep: Class 9 contains 282802 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 14494 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 24335 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 2258 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 4530 members 
Mstep: Class 19 contains 1226 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 406 members 
Mstep: Class 22 contains 3140 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4148 members 
Mstep: Class 25 contains 1089 members 
Mstep: Class 26 contains 10032 members 
Mstep: Class 27 contains 57691 members 
Mstep: Class 28 contains 217436 members 
Mstep: Class 29 contains 8079 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3791 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 1047 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 609 members 
Mstep: Class 37 contains 2218 members 
Mstep: Class 38 contains 412 members 
Mstep: Class 39 contains 829 members 
Mstep: Class 40 contains 1905 members 
Mstep: Class 41 contains 26511 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 840 members 
Mstep: Class 44 contains 711 members 
Entering Unmasked Estep 
Score: -28357056.000000 Penalty: 27028.597656
Splitting cluster 21 changes total score from -28357136.000000 to -28357056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Entering Unmasked Estep 
Score: -129956.359375 Penalty: 366.364990
	Iteration 0F: 2 clusters Score -129956.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -127771.648438 Penalty: 732.729980
	Iteration 0F: 3 clusters Score -127771.6 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -128556.398438 Penalty: 732.729980
	Iteration 1F: 3 clusters Score -128556.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -128697.992188 Penalty: 732.729980
	Iteration 2F: 3 clusters Score -128698 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -128847.218750 Penalty: 732.729980
	Iteration 3F: 3 clusters Score -128847.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -129030.960938 Penalty: 732.729980
	Iteration 4F: 3 clusters Score -129031 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -129219.914062 Penalty: 732.729980
	Iteration 5F: 3 clusters Score -129219.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -129375.320312 Penalty: 732.729980
	Iteration 6F: 3 clusters Score -129375.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -129509.023438 Penalty: 732.729980
	Iteration 7Q: 3 clusters Score -129509 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -129626.007812 Penalty: 732.729980
	Iteration 8Q: 3 clusters Score -129626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -129683.890625 Penalty: 732.729980
	Iteration 9Q: 3 clusters Score -129683.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -129699.703125 Penalty: 732.729980
	Iteration 10Q: 3 clusters Score -129699.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -129705.976562 Penalty: 732.729980
	Iteration 11Q: 3 clusters Score -129706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -129707.851562 Penalty: 732.729980
	Iteration 12Q: 3 clusters Score -129707.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -129708.695312 Penalty: 732.729980
	Iteration 13Q: 3 clusters Score -129708.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -129709.703125 Penalty: 732.729980
	Iteration 14Q: 3 clusters Score -129709.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -129710.023438 Penalty: 732.729980
	Iteration 15Q: 3 clusters Score -129710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -129710.562500 Penalty: 732.729980
	Iteration 16Q: 3 clusters Score -129710.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -129711.734375 Penalty: 732.729980
	Iteration 17Q: 3 clusters Score -129711.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -129711.851562 Penalty: 732.729980
	Iteration 18Q: 3 clusters Score -129711.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -129711.851562 Penalty: 732.729980
	Iteration 19F: 3 clusters Score -129711.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Entering Unmasked Estep 
Score: -135087.031250 Penalty: 369.837189
	Iteration 0F: 2 clusters Score -135087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -132811.718750 Penalty: 739.674377
	Iteration 0F: 3 clusters Score -132811.7 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -133822.562500 Penalty: 739.674377
	Iteration 1F: 3 clusters Score -133822.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -134132.406250 Penalty: 739.674377
	Iteration 2F: 3 clusters Score -134132.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -134377.593750 Penalty: 739.674377
	Iteration 3F: 3 clusters Score -134377.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -134511.593750 Penalty: 739.674377
	Iteration 4F: 3 clusters Score -134511.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -134589.843750 Penalty: 739.674377
	Iteration 5Q: 3 clusters Score -134589.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -134635.062500 Penalty: 739.674377
	Iteration 6Q: 3 clusters Score -134635.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -134660.046875 Penalty: 739.674377
	Iteration 7Q: 3 clusters Score -134660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -134673.890625 Penalty: 739.674377
	Iteration 8Q: 3 clusters Score -134673.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -134687.203125 Penalty: 739.674377
	Iteration 9Q: 3 clusters Score -134687.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -134699.703125 Penalty: 739.674377
	Iteration 10Q: 3 clusters Score -134699.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -134706.421875 Penalty: 739.674377
	Iteration 11Q: 3 clusters Score -134706.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -134710.437500 Penalty: 739.674377
	Iteration 12Q: 3 clusters Score -134710.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -134716.625000 Penalty: 739.674377
	Iteration 13Q: 3 clusters Score -134716.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -134727.078125 Penalty: 739.674377
	Iteration 14Q: 3 clusters Score -134727.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -134735.062500 Penalty: 739.674377
	Iteration 15Q: 3 clusters Score -134735.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -134741.593750 Penalty: 739.674377
	Iteration 16Q: 3 clusters Score -134741.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -134746.734375 Penalty: 739.674377
	Iteration 17Q: 3 clusters Score -134746.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -134749.421875 Penalty: 739.674377
	Iteration 18Q: 3 clusters Score -134749.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -134750.687500 Penalty: 739.674377
	Iteration 19Q: 3 clusters Score -134750.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -134752.500000 Penalty: 739.674377
	Iteration 20F: 3 clusters Score -134752.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -134754.437500 Penalty: 739.674377
	Iteration 21Q: 3 clusters Score -134754.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -134755.078125 Penalty: 739.674377
	Iteration 22Q: 3 clusters Score -134755.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -134755.656250 Penalty: 739.674377
	Iteration 23Q: 3 clusters Score -134755.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -134756.390625 Penalty: 739.674377
	Iteration 24Q: 3 clusters Score -134756.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -134756.609375 Penalty: 739.674377
	Iteration 25Q: 3 clusters Score -134756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -134756.734375 Penalty: 739.674377
	Iteration 26Q: 3 clusters Score -134756.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -134756.859375 Penalty: 739.674377
	Iteration 27Q: 3 clusters Score -134756.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -134756.859375 Penalty: 739.674377
	Iteration 28F: 3 clusters Score -134756.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Entering Unmasked Estep 
Score: -161388.593750 Penalty: 379.032349
	Iteration 0F: 2 clusters Score -161388.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -158601.625000 Penalty: 758.064697
	Iteration 0F: 3 clusters Score -158601.6 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -159833.328125 Penalty: 758.064697
	Iteration 1F: 3 clusters Score -159833.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -160098.796875 Penalty: 758.064697
	Iteration 2F: 3 clusters Score -160098.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -160340.375000 Penalty: 758.064697
	Iteration 3F: 3 clusters Score -160340.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -160572.468750 Penalty: 758.064697
	Iteration 4F: 3 clusters Score -160572.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -160744.921875 Penalty: 758.064697
	Iteration 5Q: 3 clusters Score -160744.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -160858.234375 Penalty: 758.064697
	Iteration 6Q: 3 clusters Score -160858.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -160949.921875 Penalty: 758.064697
	Iteration 7Q: 3 clusters Score -160949.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -160996.921875 Penalty: 758.064697
	Iteration 8Q: 3 clusters Score -160996.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -161021.015625 Penalty: 758.064697
	Iteration 9Q: 3 clusters Score -161021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -161033.484375 Penalty: 758.064697
	Iteration 10Q: 3 clusters Score -161033.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -161043.937500 Penalty: 758.064697
	Iteration 11Q: 3 clusters Score -161043.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -161061.859375 Penalty: 758.064697
	Iteration 12Q: 3 clusters Score -161061.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -161082.031250 Penalty: 758.064697
	Iteration 13Q: 3 clusters Score -161082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -161099.203125 Penalty: 758.064697
	Iteration 14Q: 3 clusters Score -161099.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -161119.125000 Penalty: 758.064697
	Iteration 15Q: 3 clusters Score -161119.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -161142.265625 Penalty: 758.064697
	Iteration 16Q: 3 clusters Score -161142.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -161159.609375 Penalty: 758.064697
	Iteration 17Q: 3 clusters Score -161159.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -161177.968750 Penalty: 758.064697
	Iteration 18Q: 3 clusters Score -161178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -161187.296875 Penalty: 758.064697
	Iteration 19Q: 3 clusters Score -161187.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -161191.515625 Penalty: 758.064697
	Iteration 20F: 3 clusters Score -161191.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -161193.843750 Penalty: 758.064697
	Iteration 21Q: 3 clusters Score -161193.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -161197.281250 Penalty: 758.064697
	Iteration 22Q: 3 clusters Score -161197.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -161198.890625 Penalty: 758.064697
	Iteration 23Q: 3 clusters Score -161198.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -161199.437500 Penalty: 758.064697
	Iteration 24Q: 3 clusters Score -161199.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -161199.546875 Penalty: 758.064697
	Iteration 25Q: 3 clusters Score -161199.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -161199.546875 Penalty: 758.064697
	Iteration 26F: 3 clusters Score -161199.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -39060.351562 Penalty: 318.182190
	Iteration 0F: 2 clusters Score -39060.35 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 519 members 
Entering Unmasked Estep 
Score: -38217.167969 Penalty: 636.364380
	Iteration 0F: 3 clusters Score -38217.17 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -38472.144531 Penalty: 636.364380
	Iteration 1F: 3 clusters Score -38472.14 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -38555.179688 Penalty: 636.364380
	Iteration 2F: 3 clusters Score -38555.18 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -38629.031250 Penalty: 636.364380
	Iteration 3F: 3 clusters Score -38629.03 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -38692.578125 Penalty: 636.364380
	Iteration 4F: 3 clusters Score -38692.58 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -38749.128906 Penalty: 636.364380
	Iteration 5F: 3 clusters Score -38749.13 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -38788.558594 Penalty: 636.364380
	Iteration 6Q: 3 clusters Score -38788.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -38815.429688 Penalty: 636.364380
	Iteration 7Q: 3 clusters Score -38815.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -38844.750000 Penalty: 636.364380
	Iteration 8Q: 3 clusters Score -38844.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -38878.742188 Penalty: 636.364380
	Iteration 9Q: 3 clusters Score -38878.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -38897.093750 Penalty: 636.364380
	Iteration 10Q: 3 clusters Score -38897.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -38907.671875 Penalty: 636.364380
	Iteration 11Q: 3 clusters Score -38907.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -38910.089844 Penalty: 636.364380
	Iteration 12Q: 3 clusters Score -38910.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -38912.269531 Penalty: 636.364380
	Iteration 13Q: 3 clusters Score -38912.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -38914.285156 Penalty: 636.364380
	Iteration 14Q: 3 clusters Score -38914.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38915.468750 Penalty: 636.364380
	Iteration 15Q: 3 clusters Score -38915.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38915.468750 Penalty: 636.364380
	Iteration 16F: 3 clusters Score -38915.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Entering Unmasked Estep 
Score: -387405.406250 Penalty: 419.215851
	Iteration 0F: 2 clusters Score -387405.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -380698.312500 Penalty: 838.431702
	Iteration 0F: 3 clusters Score -380698.3 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -384054.375000 Penalty: 838.431702
	Iteration 1F: 3 clusters Score -384054.4 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -384725.718750 Penalty: 838.431702
	Iteration 2F: 3 clusters Score -384725.7 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -385269.375000 Penalty: 838.431702
	Iteration 3F: 3 clusters Score -385269.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -385659.343750 Penalty: 838.431702
	Iteration 4F: 3 clusters Score -385659.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -385960.156250 Penalty: 838.431702
	Iteration 5Q: 3 clusters Score -385960.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -386199.843750 Penalty: 838.431702
	Iteration 6Q: 3 clusters Score -386199.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -386340.843750 Penalty: 838.431702
	Iteration 7Q: 3 clusters Score -386340.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -386436.312500 Penalty: 838.431702
	Iteration 8Q: 3 clusters Score -386436.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -386499.062500 Penalty: 838.431702
	Iteration 9Q: 3 clusters Score -386499.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -386546.343750 Penalty: 838.431702
	Iteration 10Q: 3 clusters Score -386546.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -386596.812500 Penalty: 838.431702
	Iteration 11Q: 3 clusters Score -386596.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -386644.937500 Penalty: 838.431702
	Iteration 12Q: 3 clusters Score -386644.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -386697.812500 Penalty: 838.431702
	Iteration 13Q: 3 clusters Score -386697.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -386753.187500 Penalty: 838.431702
	Iteration 14Q: 3 clusters Score -386753.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -386824.250000 Penalty: 838.431702
	Iteration 15Q: 3 clusters Score -386824.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -386906.343750 Penalty: 838.431702
	Iteration 16Q: 3 clusters Score -386906.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -387012.500000 Penalty: 838.431702
	Iteration 17Q: 3 clusters Score -387012.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -387148.156250 Penalty: 838.431702
	Iteration 18Q: 3 clusters Score -387148.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -387297.218750 Penalty: 838.431702
	Iteration 19Q: 3 clusters Score -387297.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -387443.437500 Penalty: 838.431702
	Iteration 20F: 3 clusters Score -387443.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -387512.875000 Penalty: 838.431702
	Iteration 21Q: 3 clusters Score -387512.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -387541.968750 Penalty: 838.431702
	Iteration 22Q: 3 clusters Score -387542 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -387564.187500 Penalty: 838.431702
	Iteration 23Q: 3 clusters Score -387564.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -387581.375000 Penalty: 838.431702
	Iteration 24Q: 3 clusters Score -387581.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -387597.781250 Penalty: 838.431702
	Iteration 25Q: 3 clusters Score -387597.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -387614.906250 Penalty: 838.431702
	Iteration 26Q: 3 clusters Score -387614.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -387631.781250 Penalty: 838.431702
	Iteration 27Q: 3 clusters Score -387631.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -387646.875000 Penalty: 838.431702
	Iteration 28Q: 3 clusters Score -387646.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -387667.375000 Penalty: 838.431702
	Iteration 29Q: 3 clusters Score -387667.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -387693.250000 Penalty: 838.431702
	Iteration 30Q: 3 clusters Score -387693.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -387719.843750 Penalty: 838.431702
	Iteration 31Q: 3 clusters Score -387719.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -387751.218750 Penalty: 838.431702
	Iteration 32Q: 3 clusters Score -387751.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -387786.031250 Penalty: 838.431702
	Iteration 33Q: 3 clusters Score -387786 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -387833.656250 Penalty: 838.431702
	Iteration 34Q: 3 clusters Score -387833.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -387881.156250 Penalty: 838.431702
	Iteration 35Q: 3 clusters Score -387881.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -387931.843750 Penalty: 838.431702
	Iteration 36Q: 3 clusters Score -387931.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -387984.718750 Penalty: 838.431702
	Iteration 37Q: 3 clusters Score -387984.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -388040.562500 Penalty: 838.431702
	Iteration 38Q: 3 clusters Score -388040.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -388093.031250 Penalty: 838.431702
	Iteration 39Q: 3 clusters Score -388093 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -388129.937500 Penalty: 838.431702
	Iteration 40F: 3 clusters Score -388129.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -388156.031250 Penalty: 838.431702
	Iteration 41Q: 3 clusters Score -388156 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -388175.500000 Penalty: 838.431702
	Iteration 42Q: 3 clusters Score -388175.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -388190.468750 Penalty: 838.431702
	Iteration 43Q: 3 clusters Score -388190.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -388201.750000 Penalty: 838.431702
	Iteration 44Q: 3 clusters Score -388201.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -388211.593750 Penalty: 838.431702
	Iteration 45Q: 3 clusters Score -388211.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -388216.437500 Penalty: 838.431702
	Iteration 46Q: 3 clusters Score -388216.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -388218.000000 Penalty: 838.431702
	Iteration 47Q: 3 clusters Score -388218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -388218.875000 Penalty: 838.431702
	Iteration 48Q: 3 clusters Score -388218.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -388217.906250 Penalty: 838.431702
	Iteration 49Q: 3 clusters Score -388217.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -388219.875000 Penalty: 838.431702
	Iteration 50Q: 3 clusters Score -388219.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -388218.562500 Penalty: 838.431702
	Iteration 51Q: 3 clusters Score -388218.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -388219.250000 Penalty: 838.431702
	Iteration 52Q: 3 clusters Score -388219.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -388219.343750 Penalty: 838.431702
	Iteration 53Q: 3 clusters Score -388219.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -388219.593750 Penalty: 838.431702
	Iteration 54Q: 3 clusters Score -388219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -388220.875000 Penalty: 838.431702
	Iteration 55Q: 3 clusters Score -388220.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -388221.000000 Penalty: 838.431702
	Iteration 56Q: 3 clusters Score -388221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -388221.000000 Penalty: 838.431702
	Iteration 57F: 3 clusters Score -388221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6303 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1525 members 
Mstep: Class 9 contains 282802 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 14494 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 24335 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 2258 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 4530 members 
Mstep: Class 19 contains 1226 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3140 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4148 members 
Mstep: Class 25 contains 1089 members 
Mstep: Class 26 contains 4120 members 
Mstep: Class 27 contains 57691 members 
Mstep: Class 28 contains 217436 members 
Mstep: Class 29 contains 8079 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3791 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 1047 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 609 members 
Mstep: Class 37 contains 2218 members 
Mstep: Class 38 contains 412 members 
Mstep: Class 39 contains 829 members 
Mstep: Class 40 contains 1905 members 
Mstep: Class 41 contains 26511 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 840 members 
Mstep: Class 44 contains 5912 members 
Entering Unmasked Estep 
Score: -28357912.000000 Penalty: 27028.597656
Splitting cluster 26 changes total score from -28357136.000000 to -28357912.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 27 (57691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Entering Unmasked Estep 
Score: -2328584.250000 Penalty: 498.809967
	Iteration 0F: 2 clusters Score -2328584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -2289776.750000 Penalty: 997.619934
	Iteration 0F: 3 clusters Score -2289777 nChanged 28093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -2307313.750000 Penalty: 997.619934
	Iteration 1F: 3 clusters Score -2307314 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -2309136.500000 Penalty: 997.619934
	Iteration 2F: 3 clusters Score -2309136 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -2311535.250000 Penalty: 997.619934
	Iteration 3F: 3 clusters Score -2311535 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -2314488.000000 Penalty: 997.619934
	Iteration 4F: 3 clusters Score -2314488 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -2317628.000000 Penalty: 997.619934
	Iteration 5F: 3 clusters Score -2317628 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -2320280.000000 Penalty: 997.619934
	Iteration 6F: 3 clusters Score -2320280 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -2321991.500000 Penalty: 997.619934
	Iteration 7Q: 3 clusters Score -2321992 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -2323060.500000 Penalty: 997.619934
	Iteration 8Q: 3 clusters Score -2323060 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -2323787.750000 Penalty: 997.619934
	Iteration 9Q: 3 clusters Score -2323788 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -2324456.000000 Penalty: 997.619934
	Iteration 10Q: 3 clusters Score -2324456 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -2325042.000000 Penalty: 997.619934
	Iteration 11Q: 3 clusters Score -2325042 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -2325584.750000 Penalty: 997.619934
	Iteration 12Q: 3 clusters Score -2325585 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 53495 members 
Entering Unmasked Estep 
Score: -2326121.000000 Penalty: 997.619934
	Iteration 13Q: 3 clusters Score -2326121 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -2326584.000000 Penalty: 997.619934
	Iteration 14Q: 3 clusters Score -2326584 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -2326977.000000 Penalty: 997.619934
	Iteration 15Q: 3 clusters Score -2326977 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -2327307.250000 Penalty: 997.619934
	Iteration 16Q: 3 clusters Score -2327307 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -2327589.250000 Penalty: 997.619934
	Iteration 17Q: 3 clusters Score -2327589 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 56422 members 
Entering Unmasked Estep 
Score: -2327782.250000 Penalty: 997.619934
	Iteration 18Q: 3 clusters Score -2327782 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -2327921.500000 Penalty: 997.619934
	Iteration 19Q: 3 clusters Score -2327922 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 56865 members 
Entering Unmasked Estep 
Score: -2328006.250000 Penalty: 997.619934
	Iteration 20F: 3 clusters Score -2328006 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 56994 members 
Entering Unmasked Estep 
Score: -2328070.500000 Penalty: 997.619934
	Iteration 21Q: 3 clusters Score -2328070 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -2328108.500000 Penalty: 997.619934
	Iteration 22Q: 3 clusters Score -2328108 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -2328141.750000 Penalty: 997.619934
	Iteration 23Q: 3 clusters Score -2328142 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -2328158.250000 Penalty: 997.619934
	Iteration 24Q: 3 clusters Score -2328158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -2328177.750000 Penalty: 997.619934
	Iteration 25Q: 3 clusters Score -2328178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -2328186.500000 Penalty: 997.619934
	Iteration 26Q: 3 clusters Score -2328186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 57331 members 
Entering Unmasked Estep 
Score: -2328194.250000 Penalty: 997.619934
	Iteration 27Q: 3 clusters Score -2328194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -2328198.500000 Penalty: 997.619934
	Iteration 28Q: 3 clusters Score -2328198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -2328200.500000 Penalty: 997.619934
	Iteration 29Q: 3 clusters Score -2328200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 57379 members 
Entering Unmasked Estep 
Score: -2328209.000000 Penalty: 997.619934
	Iteration 30Q: 3 clusters Score -2328209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -2328216.250000 Penalty: 997.619934
	Iteration 31Q: 3 clusters Score -2328216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
Score: -2328221.250000 Penalty: 997.619934
	Iteration 32Q: 3 clusters Score -2328221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
Score: -2328224.500000 Penalty: 997.619934
	Iteration 33Q: 3 clusters Score -2328224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 57418 members 
Entering Unmasked Estep 
Score: -2328231.500000 Penalty: 997.619934
	Iteration 34Q: 3 clusters Score -2328232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 57424 members 
Entering Unmasked Estep 
Score: -2328238.250000 Penalty: 997.619934
	Iteration 35Q: 3 clusters Score -2328238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -2328237.500000 Penalty: 997.619934
	Iteration 36Q: 3 clusters Score -2328238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 57432 members 
Entering Unmasked Estep 
Score: -2328240.750000 Penalty: 997.619934
	Iteration 37Q: 3 clusters Score -2328241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 57434 members 
Entering Unmasked Estep 
Score: -2328242.000000 Penalty: 997.619934
	Iteration 38Q: 3 clusters Score -2328242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -2328241.250000 Penalty: 997.619934
	Iteration 39Q: 3 clusters Score -2328241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -2328243.000000 Penalty: 997.619934
	Iteration 40F: 3 clusters Score -2328243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -2328245.000000 Penalty: 997.619934
	Iteration 41Q: 3 clusters Score -2328245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -2328244.250000 Penalty: 997.619934
	Iteration 42Q: 3 clusters Score -2328244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 57437 members 
Entering Unmasked Estep 
Score: -2328248.500000 Penalty: 997.619934
	Iteration 43Q: 3 clusters Score -2328248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 57437 members 
Entering Unmasked Estep 
Score: -2328248.500000 Penalty: 997.619934
	Iteration 44F: 3 clusters Score -2328248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (217436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217436 members 
Entering Unmasked Estep 
Score: -8959624.000000 Penalty: 559.179504
	Iteration 0F: 2 clusters Score -8959624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109049 members 
Mstep: Class 2 contains 108387 members 
Entering Unmasked Estep 
Score: -8811599.000000 Penalty: 1118.359009
	Iteration 0F: 3 clusters Score -8811599 nChanged 107228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132257 members 
Mstep: Class 2 contains 85179 members 
Entering Unmasked Estep 
Score: -8887036.000000 Penalty: 1118.359009
	Iteration 1F: 3 clusters Score -8887036 nChanged 15635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144568 members 
Mstep: Class 2 contains 72868 members 
Entering Unmasked Estep 
Score: -8896919.000000 Penalty: 1118.359009
	Iteration 2F: 3 clusters Score -8896919 nChanged 16542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158524 members 
Mstep: Class 2 contains 58912 members 
Entering Unmasked Estep 
Score: -8909235.000000 Penalty: 1118.359009
	Iteration 3F: 3 clusters Score -8909235 nChanged 15349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172285 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -8921113.000000 Penalty: 1118.359009
	Iteration 4F: 3 clusters Score -8921113 nChanged 12559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184294 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -8930963.000000 Penalty: 1118.359009
	Iteration 5F: 3 clusters Score -8930963 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194340 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -8939349.000000 Penalty: 1118.359009
	Iteration 6Q: 3 clusters Score -8939349 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202397 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -8946818.000000 Penalty: 1118.359009
	Iteration 7Q: 3 clusters Score -8946818 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207944 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -8952539.000000 Penalty: 1118.359009
	Iteration 8Q: 3 clusters Score -8952539 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210853 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -8955965.000000 Penalty: 1118.359009
	Iteration 9Q: 3 clusters Score -8955965 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212158 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -8957456.000000 Penalty: 1118.359009
	Iteration 10Q: 3 clusters Score -8957456 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212956 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -8958200.000000 Penalty: 1118.359009
	Iteration 11Q: 3 clusters Score -8958200 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213481 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -8958500.000000 Penalty: 1118.359009
	Iteration 12Q: 3 clusters Score -8958500 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213867 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -8958664.000000 Penalty: 1118.359009
	Iteration 13Q: 3 clusters Score -8958664 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214158 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -8958776.000000 Penalty: 1118.359009
	Iteration 14Q: 3 clusters Score -8958776 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214394 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -8958829.000000 Penalty: 1118.359009
	Iteration 15Q: 3 clusters Score -8958829 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214596 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -8958867.000000 Penalty: 1118.359009
	Iteration 16Q: 3 clusters Score -8958867 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214792 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -8958947.000000 Penalty: 1118.359009
	Iteration 17Q: 3 clusters Score -8958947 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214987 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -8959001.000000 Penalty: 1118.359009
	Iteration 18Q: 3 clusters Score -8959001 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215130 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -8959037.000000 Penalty: 1118.359009
	Iteration 19Q: 3 clusters Score -8959037 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215265 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8959067.000000 Penalty: 1118.359009
	Iteration 20F: 3 clusters Score -8959067 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215382 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -8959097.000000 Penalty: 1118.359009
	Iteration 21Q: 3 clusters Score -8959097 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215489 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8959114.000000 Penalty: 1118.359009
	Iteration 22Q: 3 clusters Score -8959114 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215598 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -8959159.000000 Penalty: 1118.359009
	Iteration 23Q: 3 clusters Score -8959159 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215707 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -8959183.000000 Penalty: 1118.359009
	Iteration 24Q: 3 clusters Score -8959183 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215792 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -8959199.000000 Penalty: 1118.359009
	Iteration 25Q: 3 clusters Score -8959199 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215861 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -8959204.000000 Penalty: 1118.359009
	Iteration 26Q: 3 clusters Score -8959204 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215932 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -8959216.000000 Penalty: 1118.359009
	Iteration 27Q: 3 clusters Score -8959216 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216000 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8959216.000000 Penalty: 1118.359009
	Iteration 28Q: 3 clusters Score -8959216 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216056 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8959206.000000 Penalty: 1118.359009
	Iteration 29Q: 3 clusters Score -8959206 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216118 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8959214.000000 Penalty: 1118.359009
	Iteration 30Q: 3 clusters Score -8959214 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216167 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8959218.000000 Penalty: 1118.359009
	Iteration 31Q: 3 clusters Score -8959218 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216215 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8959225.000000 Penalty: 1118.359009
	Iteration 32Q: 3 clusters Score -8959225 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216249 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8959237.000000 Penalty: 1118.359009
	Iteration 33Q: 3 clusters Score -8959237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216276 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8959237.000000 Penalty: 1118.359009
	Iteration 34Q: 3 clusters Score -8959237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216300 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -8959245.000000 Penalty: 1118.359009
	Iteration 35Q: 3 clusters Score -8959245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216322 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -8959248.000000 Penalty: 1118.359009
	Iteration 36Q: 3 clusters Score -8959248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216337 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8959245.000000 Penalty: 1118.359009
	Iteration 37Q: 3 clusters Score -8959245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216343 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8959254.000000 Penalty: 1118.359009
	Iteration 38Q: 3 clusters Score -8959254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216352 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8959257.000000 Penalty: 1118.359009
	Iteration 39Q: 3 clusters Score -8959257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216368 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8959261.000000 Penalty: 1118.359009
	Iteration 40F: 3 clusters Score -8959261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216380 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8959261.000000 Penalty: 1118.359009
	Iteration 41Q: 3 clusters Score -8959261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216387 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8959263.000000 Penalty: 1118.359009
	Iteration 42Q: 3 clusters Score -8959263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216394 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8959266.000000 Penalty: 1118.359009
	Iteration 43Q: 3 clusters Score -8959266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216403 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8959259.000000 Penalty: 1118.359009
	Iteration 44Q: 3 clusters Score -8959259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216413 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8959250.000000 Penalty: 1118.359009
	Iteration 45Q: 3 clusters Score -8959250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216424 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8959243.000000 Penalty: 1118.359009
	Iteration 46Q: 3 clusters Score -8959243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216431 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8959246.000000 Penalty: 1118.359009
	Iteration 47Q: 3 clusters Score -8959246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216438 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8959256.000000 Penalty: 1118.359009
	Iteration 48Q: 3 clusters Score -8959256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216442 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8959255.000000 Penalty: 1118.359009
	Iteration 49Q: 3 clusters Score -8959255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216444 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8959255.000000 Penalty: 1118.359009
	Iteration 50Q: 3 clusters Score -8959255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216448 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8959250.000000 Penalty: 1118.359009
	Iteration 51Q: 3 clusters Score -8959250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216451 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8959243.000000 Penalty: 1118.359009
	Iteration 52Q: 3 clusters Score -8959243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216453 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8959244.000000 Penalty: 1118.359009
	Iteration 53Q: 3 clusters Score -8959244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216453 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8959244.000000 Penalty: 1118.359009
	Iteration 54F: 3 clusters Score -8959244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Entering Unmasked Estep 
Score: -324440.625000 Penalty: 409.364563
	Iteration 0F: 2 clusters Score -324440.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -319040.250000 Penalty: 818.729126
	Iteration 0F: 3 clusters Score -319040.2 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -321167.750000 Penalty: 818.729126
	Iteration 1F: 3 clusters Score -321167.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -321495.812500 Penalty: 818.729126
	Iteration 2F: 3 clusters Score -321495.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -321971.812500 Penalty: 818.729126
	Iteration 3F: 3 clusters Score -321971.8 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -322594.250000 Penalty: 818.729126
	Iteration 4F: 3 clusters Score -322594.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -323208.531250 Penalty: 818.729126
	Iteration 5F: 3 clusters Score -323208.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -323647.937500 Penalty: 818.729126
	Iteration 6F: 3 clusters Score -323647.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -323866.031250 Penalty: 818.729126
	Iteration 7Q: 3 clusters Score -323866 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -323973.750000 Penalty: 818.729126
	Iteration 8Q: 3 clusters Score -323973.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -324023.968750 Penalty: 818.729126
	Iteration 9Q: 3 clusters Score -324024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -324050.843750 Penalty: 818.729126
	Iteration 10Q: 3 clusters Score -324050.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -324073.625000 Penalty: 818.729126
	Iteration 11Q: 3 clusters Score -324073.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -324091.875000 Penalty: 818.729126
	Iteration 12Q: 3 clusters Score -324091.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -324100.187500 Penalty: 818.729126
	Iteration 13Q: 3 clusters Score -324100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -324103.031250 Penalty: 818.729126
	Iteration 14Q: 3 clusters Score -324103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -324106.125000 Penalty: 818.729126
	Iteration 15Q: 3 clusters Score -324106.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -324108.500000 Penalty: 818.729126
	Iteration 16Q: 3 clusters Score -324108.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -324110.093750 Penalty: 818.729126
	Iteration 17Q: 3 clusters Score -324110.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -324111.875000 Penalty: 818.729126
	Iteration 18Q: 3 clusters Score -324111.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -324112.718750 Penalty: 818.729126
	Iteration 19Q: 3 clusters Score -324112.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -324113.000000 Penalty: 818.729126
	Iteration 20F: 3 clusters Score -324113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -324115.187500 Penalty: 818.729126
	Iteration 21Q: 3 clusters Score -324115.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -324115.187500 Penalty: 818.729126
	Iteration 22F: 3 clusters Score -324115.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -13769.710938 Penalty: 273.176880
	Iteration 0F: 2 clusters Score -13769.71 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 200 members 
Entering Unmasked Estep 
Score: -13348.239258 Penalty: 546.353760
	Iteration 0F: 3 clusters Score -13348.24 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -13440.102539 Penalty: 546.353760
	Iteration 1F: 3 clusters Score -13440.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13484.545898 Penalty: 546.353760
	Iteration 2F: 3 clusters Score -13484.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -13507.440430 Penalty: 546.353760
	Iteration 3F: 3 clusters Score -13507.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13518.552734 Penalty: 546.353760
	Iteration 4Q: 3 clusters Score -13518.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13522.488281 Penalty: 546.353760
	Iteration 5Q: 3 clusters Score -13522.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13524.435547 Penalty: 546.353760
	Iteration 6Q: 3 clusters Score -13524.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13525.910156 Penalty: 546.353760
	Iteration 7Q: 3 clusters Score -13525.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13527.012695 Penalty: 546.353760
	Iteration 8Q: 3 clusters Score -13527.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13529.342773 Penalty: 546.353760
	Iteration 9Q: 3 clusters Score -13529.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13531.487305 Penalty: 546.353760
	Iteration 10Q: 3 clusters Score -13531.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13532.430664 Penalty: 546.353760
	Iteration 11Q: 3 clusters Score -13532.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13533.091797 Penalty: 546.353760
	Iteration 12Q: 3 clusters Score -13533.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13536.629883 Penalty: 546.353760
	Iteration 13Q: 3 clusters Score -13536.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13538.143555 Penalty: 546.353760
	Iteration 14Q: 3 clusters Score -13538.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13540.455078 Penalty: 546.353760
	Iteration 15Q: 3 clusters Score -13540.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13540.680664 Penalty: 546.353760
	Iteration 16Q: 3 clusters Score -13540.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13541.794922 Penalty: 546.353760
	Iteration 17Q: 3 clusters Score -13541.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13543.175781 Penalty: 546.353760
	Iteration 18Q: 3 clusters Score -13543.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13544.034180 Penalty: 546.353760
	Iteration 19Q: 3 clusters Score -13544.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13544.034180 Penalty: 546.353760
	Iteration 20F: 3 clusters Score -13544.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -39539.835938 Penalty: 314.935455
	Iteration 0F: 2 clusters Score -39539.84 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 499 members 
Entering Unmasked Estep 
Score: -38694.898438 Penalty: 629.870911
	Iteration 0F: 3 clusters Score -38694.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -38937.476562 Penalty: 629.870911
	Iteration 1F: 3 clusters Score -38937.48 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -38999.078125 Penalty: 629.870911
	Iteration 2F: 3 clusters Score -38999.08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -39050.843750 Penalty: 629.870911
	Iteration 3F: 3 clusters Score -39050.84 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -39084.363281 Penalty: 629.870911
	Iteration 4F: 3 clusters Score -39084.36 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -39117.207031 Penalty: 629.870911
	Iteration 5Q: 3 clusters Score -39117.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -39142.171875 Penalty: 629.870911
	Iteration 6Q: 3 clusters Score -39142.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -39158.527344 Penalty: 629.870911
	Iteration 7Q: 3 clusters Score -39158.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -39168.875000 Penalty: 629.870911
	Iteration 8Q: 3 clusters Score -39168.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -39182.925781 Penalty: 629.870911
	Iteration 9Q: 3 clusters Score -39182.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -39195.339844 Penalty: 629.870911
	Iteration 10Q: 3 clusters Score -39195.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -39205.609375 Penalty: 629.870911
	Iteration 11Q: 3 clusters Score -39205.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -39212.527344 Penalty: 629.870911
	Iteration 12Q: 3 clusters Score -39212.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -39218.871094 Penalty: 629.870911
	Iteration 13Q: 3 clusters Score -39218.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -39228.105469 Penalty: 629.870911
	Iteration 14Q: 3 clusters Score -39228.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -39233.207031 Penalty: 629.870911
	Iteration 15Q: 3 clusters Score -39233.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -39236.417969 Penalty: 629.870911
	Iteration 16Q: 3 clusters Score -39236.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -39240.957031 Penalty: 629.870911
	Iteration 17Q: 3 clusters Score -39240.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39244.558594 Penalty: 629.870911
	Iteration 18Q: 3 clusters Score -39244.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -39245.671875 Penalty: 629.870911
	Iteration 19Q: 3 clusters Score -39245.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -39247.382812 Penalty: 629.870911
	Iteration 20F: 3 clusters Score -39247.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -39248.218750 Penalty: 629.870911
	Iteration 21Q: 3 clusters Score -39248.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -39248.425781 Penalty: 629.870911
	Iteration 22Q: 3 clusters Score -39248.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -39248.718750 Penalty: 629.870911
	Iteration 23Q: 3 clusters Score -39248.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -39249.289062 Penalty: 629.870911
	Iteration 24Q: 3 clusters Score -39249.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -39249.535156 Penalty: 629.870911
	Iteration 25Q: 3 clusters Score -39249.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -39250.824219 Penalty: 629.870911
	Iteration 26Q: 3 clusters Score -39250.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -39253.273438 Penalty: 629.870911
	Iteration 27Q: 3 clusters Score -39253.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -39254.773438 Penalty: 629.870911
	Iteration 28Q: 3 clusters Score -39254.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -39255.156250 Penalty: 629.870911
	Iteration 29Q: 3 clusters Score -39255.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -39255.277344 Penalty: 629.870911
	Iteration 30Q: 3 clusters Score -39255.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -39255.277344 Penalty: 629.870911
	Iteration 31F: 3 clusters Score -39255.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Entering Unmasked Estep 
Score: -152058.656250 Penalty: 374.937531
	Iteration 0F: 2 clusters Score -152058.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -149466.328125 Penalty: 749.875061
	Iteration 0F: 3 clusters Score -149466.3 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -150492.375000 Penalty: 749.875061
	Iteration 1F: 3 clusters Score -150492.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -150686.109375 Penalty: 749.875061
	Iteration 2F: 3 clusters Score -150686.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -150816.453125 Penalty: 749.875061
	Iteration 3F: 3 clusters Score -150816.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -150925.000000 Penalty: 749.875061
	Iteration 4F: 3 clusters Score -150925 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -150997.062500 Penalty: 749.875061
	Iteration 5Q: 3 clusters Score -150997.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -151067.609375 Penalty: 749.875061
	Iteration 6Q: 3 clusters Score -151067.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -151141.078125 Penalty: 749.875061
	Iteration 7Q: 3 clusters Score -151141.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -151221.625000 Penalty: 749.875061
	Iteration 8Q: 3 clusters Score -151221.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -151309.171875 Penalty: 749.875061
	Iteration 9Q: 3 clusters Score -151309.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -151413.875000 Penalty: 749.875061
	Iteration 10Q: 3 clusters Score -151413.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -151509.937500 Penalty: 749.875061
	Iteration 11Q: 3 clusters Score -151509.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -151609.015625 Penalty: 749.875061
	Iteration 12Q: 3 clusters Score -151609 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -151685.984375 Penalty: 749.875061
	Iteration 13Q: 3 clusters Score -151686 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -151750.171875 Penalty: 749.875061
	Iteration 14Q: 3 clusters Score -151750.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -151793.203125 Penalty: 749.875061
	Iteration 15Q: 3 clusters Score -151793.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -151819.250000 Penalty: 749.875061
	Iteration 16Q: 3 clusters Score -151819.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -151843.796875 Penalty: 749.875061
	Iteration 17Q: 3 clusters Score -151843.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -151859.359375 Penalty: 749.875061
	Iteration 18Q: 3 clusters Score -151859.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -151866.750000 Penalty: 749.875061
	Iteration 19Q: 3 clusters Score -151866.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -151875.390625 Penalty: 749.875061
	Iteration 20F: 3 clusters Score -151875.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -151881.218750 Penalty: 749.875061
	Iteration 21Q: 3 clusters Score -151881.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -151883.718750 Penalty: 749.875061
	Iteration 22Q: 3 clusters Score -151883.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -151887.765625 Penalty: 749.875061
	Iteration 23Q: 3 clusters Score -151887.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -151890.140625 Penalty: 749.875061
	Iteration 24Q: 3 clusters Score -151890.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -151890.125000 Penalty: 749.875061
	Iteration 25Q: 3 clusters Score -151890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -151890.546875 Penalty: 749.875061
	Iteration 26Q: 3 clusters Score -151890.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -151890.953125 Penalty: 749.875061
	Iteration 27Q: 3 clusters Score -151891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -151891.546875 Penalty: 749.875061
	Iteration 28Q: 3 clusters Score -151891.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -151892.171875 Penalty: 749.875061
	Iteration 29Q: 3 clusters Score -151892.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -151892.796875 Penalty: 749.875061
	Iteration 30Q: 3 clusters Score -151892.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -151892.968750 Penalty: 749.875061
	Iteration 31Q: 3 clusters Score -151893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -151893.875000 Penalty: 749.875061
	Iteration 32Q: 3 clusters Score -151893.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -151894.953125 Penalty: 749.875061
	Iteration 33Q: 3 clusters Score -151895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -151896.015625 Penalty: 749.875061
	Iteration 34Q: 3 clusters Score -151896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -151896.093750 Penalty: 749.875061
	Iteration 35Q: 3 clusters Score -151896.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -151896.406250 Penalty: 749.875061
	Iteration 36Q: 3 clusters Score -151896.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -151896.281250 Penalty: 749.875061
	Iteration 37Q: 3 clusters Score -151896.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -151896.281250 Penalty: 749.875061
	Iteration 38F: 3 clusters Score -151896.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -19442.660156 Penalty: 288.083344
	Iteration 0F: 2 clusters Score -19442.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -18923.052734 Penalty: 576.166687
	Iteration 0F: 3 clusters Score -18923.05 nChanged 197
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: -19075.134766 Penalty: 576.166687
	Iteration 1F: 3 clusters Score -19075.13 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19141.601562 Penalty: 576.166687
	Iteration 2F: 3 clusters Score -19141.6 nChanged 36
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: -19165.943359 Penalty: 576.166687
	Iteration 3F: 3 clusters Score -19165.94 nChanged 24
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: -19191.138672 Penalty: 576.166687
	Iteration 4Q: 3 clusters Score -19191.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -19211.894531 Penalty: 576.166687
	Iteration 5Q: 3 clusters Score -19211.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -19222.205078 Penalty: 576.166687
	Iteration 6Q: 3 clusters Score -19222.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -19235.300781 Penalty: 576.166687
	Iteration 7Q: 3 clusters Score -19235.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -19250.394531 Penalty: 576.166687
	Iteration 8Q: 3 clusters Score -19250.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -19262.535156 Penalty: 576.166687
	Iteration 9Q: 3 clusters Score -19262.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -19271.078125 Penalty: 576.166687
	Iteration 10Q: 3 clusters Score -19271.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -19274.730469 Penalty: 576.166687
	Iteration 11Q: 3 clusters Score -19274.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -19280.402344 Penalty: 576.166687
	Iteration 12Q: 3 clusters Score -19280.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -19293.222656 Penalty: 576.166687
	Iteration 13Q: 3 clusters Score -19293.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -19296.949219 Penalty: 576.166687
	Iteration 14Q: 3 clusters Score -19296.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -19304.876953 Penalty: 576.166687
	Iteration 15Q: 3 clusters Score -19304.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -19313.949219 Penalty: 576.166687
	Iteration 16Q: 3 clusters Score -19313.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -19322.951172 Penalty: 576.166687
	Iteration 17Q: 3 clusters Score -19322.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -19329.748047 Penalty: 576.166687
	Iteration 18Q: 3 clusters Score -19329.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -19332.103516 Penalty: 576.166687
	Iteration 19Q: 3 clusters Score -19332.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -19332.103516 Penalty: 576.166687
	Iteration 20F: 3 clusters Score -19332.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -40673.609375 Penalty: 316.392639
	Iteration 0F: 2 clusters Score -40673.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -39853.292969 Penalty: 632.785278
	Iteration 0F: 3 clusters Score -39853.29 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -40101.035156 Penalty: 632.785278
	Iteration 1F: 3 clusters Score -40101.04 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -40155.238281 Penalty: 632.785278
	Iteration 2F: 3 clusters Score -40155.24 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -40195.902344 Penalty: 632.785278
	Iteration 3F: 3 clusters Score -40195.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -40232.500000 Penalty: 632.785278
	Iteration 4Q: 3 clusters Score -40232.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -40264.191406 Penalty: 632.785278
	Iteration 5Q: 3 clusters Score -40264.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -40284.617188 Penalty: 632.785278
	Iteration 6Q: 3 clusters Score -40284.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40304.144531 Penalty: 632.785278
	Iteration 7Q: 3 clusters Score -40304.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -40324.925781 Penalty: 632.785278
	Iteration 8Q: 3 clusters Score -40324.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40337.703125 Penalty: 632.785278
	Iteration 9Q: 3 clusters Score -40337.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40346.640625 Penalty: 632.785278
	Iteration 10Q: 3 clusters Score -40346.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40349.628906 Penalty: 632.785278
	Iteration 11Q: 3 clusters Score -40349.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40351.929688 Penalty: 632.785278
	Iteration 12Q: 3 clusters Score -40351.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40354.406250 Penalty: 632.785278
	Iteration 13Q: 3 clusters Score -40354.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40357.144531 Penalty: 632.785278
	Iteration 14Q: 3 clusters Score -40357.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40359.421875 Penalty: 632.785278
	Iteration 15Q: 3 clusters Score -40359.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40363.859375 Penalty: 632.785278
	Iteration 16Q: 3 clusters Score -40363.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40367.753906 Penalty: 632.785278
	Iteration 17Q: 3 clusters Score -40367.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40370.324219 Penalty: 632.785278
	Iteration 18Q: 3 clusters Score -40370.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40372.441406 Penalty: 632.785278
	Iteration 19Q: 3 clusters Score -40372.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40376.234375 Penalty: 632.785278
	Iteration 20F: 3 clusters Score -40376.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40381.406250 Penalty: 632.785278
	Iteration 21Q: 3 clusters Score -40381.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40386.371094 Penalty: 632.785278
	Iteration 22Q: 3 clusters Score -40386.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40388.335938 Penalty: 632.785278
	Iteration 23Q: 3 clusters Score -40388.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40389.593750 Penalty: 632.785278
	Iteration 24Q: 3 clusters Score -40389.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40391.707031 Penalty: 632.785278
	Iteration 25Q: 3 clusters Score -40391.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40397.679688 Penalty: 632.785278
	Iteration 26Q: 3 clusters Score -40397.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40400.621094 Penalty: 632.785278
	Iteration 27Q: 3 clusters Score -40400.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40402.625000 Penalty: 632.785278
	Iteration 28Q: 3 clusters Score -40402.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40405.300781 Penalty: 632.785278
	Iteration 29Q: 3 clusters Score -40405.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40407.871094 Penalty: 632.785278
	Iteration 30Q: 3 clusters Score -40407.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40408.539062 Penalty: 632.785278
	Iteration 31Q: 3 clusters Score -40408.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40408.875000 Penalty: 632.785278
	Iteration 32Q: 3 clusters Score -40408.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40409.367188 Penalty: 632.785278
	Iteration 33Q: 3 clusters Score -40409.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40409.566406 Penalty: 632.785278
	Iteration 34Q: 3 clusters Score -40409.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40409.566406 Penalty: 632.785278
	Iteration 35F: 3 clusters Score -40409.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -13323.556641 Penalty: 272.154358
	Iteration 0F: 2 clusters Score -13323.56 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 187 members 
Entering Unmasked Estep 
Score: -12899.115234 Penalty: 544.308716
	Iteration 0F: 3 clusters Score -12899.12 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13009.605469 Penalty: 544.308716
	Iteration 1F: 3 clusters Score -13009.61 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13061.208008 Penalty: 544.308716
	Iteration 2F: 3 clusters Score -13061.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13104.497070 Penalty: 544.308716
	Iteration 3F: 3 clusters Score -13104.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13146.471680 Penalty: 544.308716
	Iteration 4F: 3 clusters Score -13146.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13194.943359 Penalty: 544.308716
	Iteration 5F: 3 clusters Score -13194.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13220.891602 Penalty: 544.308716
	Iteration 6Q: 3 clusters Score -13220.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13234.190430 Penalty: 544.308716
	Iteration 7Q: 3 clusters Score -13234.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13238.605469 Penalty: 544.308716
	Iteration 8Q: 3 clusters Score -13238.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13239.944336 Penalty: 544.308716
	Iteration 9Q: 3 clusters Score -13239.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13239.944336 Penalty: 544.308716
	Iteration 10F: 3 clusters Score -13239.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -19935.408203 Penalty: 291.737732
	Iteration 0F: 2 clusters Score -19935.41 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 289 members 
Entering Unmasked Estep 
Score: -19369.478516 Penalty: 583.475464
	Iteration 0F: 3 clusters Score -19369.48 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19539.000000 Penalty: 583.475464
	Iteration 1F: 3 clusters Score -19539 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19595.253906 Penalty: 583.475464
	Iteration 2F: 3 clusters Score -19595.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19634.210938 Penalty: 583.475464
	Iteration 3F: 3 clusters Score -19634.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19655.175781 Penalty: 583.475464
	Iteration 4Q: 3 clusters Score -19655.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19664.191406 Penalty: 583.475464
	Iteration 5Q: 3 clusters Score -19664.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19669.269531 Penalty: 583.475464
	Iteration 6Q: 3 clusters Score -19669.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19671.257812 Penalty: 583.475464
	Iteration 7Q: 3 clusters Score -19671.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19673.339844 Penalty: 583.475464
	Iteration 8Q: 3 clusters Score -19673.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19674.689453 Penalty: 583.475464
	Iteration 9Q: 3 clusters Score -19674.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19674.689453 Penalty: 583.475464
	Iteration 10F: 3 clusters Score -19674.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Entering Unmasked Estep 
Score: -91510.304688 Penalty: 350.548431
	Iteration 0F: 2 clusters Score -91510.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -89952.843750 Penalty: 701.096863
	Iteration 0F: 3 clusters Score -89952.84 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -90604.398438 Penalty: 701.096863
	Iteration 1F: 3 clusters Score -90604.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -90764.320312 Penalty: 701.096863
	Iteration 2F: 3 clusters Score -90764.32 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -90888.625000 Penalty: 701.096863
	Iteration 3F: 3 clusters Score -90888.62 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -90984.968750 Penalty: 701.096863
	Iteration 4F: 3 clusters Score -90984.97 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -91042.906250 Penalty: 701.096863
	Iteration 5Q: 3 clusters Score -91042.91 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -91097.781250 Penalty: 701.096863
	Iteration 6Q: 3 clusters Score -91097.78 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -91134.054688 Penalty: 701.096863
	Iteration 7Q: 3 clusters Score -91134.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -91155.226562 Penalty: 701.096863
	Iteration 8Q: 3 clusters Score -91155.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -91171.359375 Penalty: 701.096863
	Iteration 9Q: 3 clusters Score -91171.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -91184.343750 Penalty: 701.096863
	Iteration 10Q: 3 clusters Score -91184.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -91196.492188 Penalty: 701.096863
	Iteration 11Q: 3 clusters Score -91196.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -91203.726562 Penalty: 701.096863
	Iteration 12Q: 3 clusters Score -91203.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -91211.992188 Penalty: 701.096863
	Iteration 13Q: 3 clusters Score -91211.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -91217.687500 Penalty: 701.096863
	Iteration 14Q: 3 clusters Score -91217.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -91222.812500 Penalty: 701.096863
	Iteration 15Q: 3 clusters Score -91222.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -91226.640625 Penalty: 701.096863
	Iteration 16Q: 3 clusters Score -91226.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -91230.164062 Penalty: 701.096863
	Iteration 17Q: 3 clusters Score -91230.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -91234.679688 Penalty: 701.096863
	Iteration 18Q: 3 clusters Score -91234.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -91235.906250 Penalty: 701.096863
	Iteration 19Q: 3 clusters Score -91235.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -91237.734375 Penalty: 701.096863
	Iteration 20F: 3 clusters Score -91237.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -91238.468750 Penalty: 701.096863
	Iteration 21Q: 3 clusters Score -91238.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -91239.460938 Penalty: 701.096863
	Iteration 22Q: 3 clusters Score -91239.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -91240.835938 Penalty: 701.096863
	Iteration 23Q: 3 clusters Score -91240.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -91242.515625 Penalty: 701.096863
	Iteration 24Q: 3 clusters Score -91242.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -91242.898438 Penalty: 701.096863
	Iteration 25Q: 3 clusters Score -91242.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -91242.914062 Penalty: 701.096863
	Iteration 26Q: 3 clusters Score -91242.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -91242.835938 Penalty: 701.096863
	Iteration 27Q: 3 clusters Score -91242.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -91242.835938 Penalty: 701.096863
	Iteration 28F: 3 clusters Score -91242.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -11764.259766 Penalty: 273.956573
	Iteration 0F: 2 clusters Score -11764.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -11363.240234 Penalty: 547.913147
	Iteration 0F: 3 clusters Score -11363.24 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11564.011719 Penalty: 547.913147
	Iteration 1F: 3 clusters Score -11564.01 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11630.367188 Penalty: 547.913147
	Iteration 2F: 3 clusters Score -11630.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11665.189453 Penalty: 547.913147
	Iteration 3Q: 3 clusters Score -11665.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11670.601562 Penalty: 547.913147
	Iteration 4Q: 3 clusters Score -11670.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11674.119141 Penalty: 547.913147
	Iteration 5Q: 3 clusters Score -11674.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11675.135742 Penalty: 547.913147
	Iteration 6Q: 3 clusters Score -11675.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11676.328125 Penalty: 547.913147
	Iteration 7Q: 3 clusters Score -11676.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11677.057617 Penalty: 547.913147
	Iteration 8Q: 3 clusters Score -11677.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11678.040039 Penalty: 547.913147
	Iteration 9Q: 3 clusters Score -11678.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11678.040039 Penalty: 547.913147
	Iteration 10F: 3 clusters Score -11678.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -30650.148438 Penalty: 305.770020
	Iteration 0F: 2 clusters Score -30650.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -29930.615234 Penalty: 611.540039
	Iteration 0F: 3 clusters Score -29930.62 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -30145.224609 Penalty: 611.540039
	Iteration 1F: 3 clusters Score -30145.22 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -30201.517578 Penalty: 611.540039
	Iteration 2F: 3 clusters Score -30201.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -30241.121094 Penalty: 611.540039
	Iteration 3F: 3 clusters Score -30241.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -30267.125000 Penalty: 611.540039
	Iteration 4Q: 3 clusters Score -30267.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -30289.626953 Penalty: 611.540039
	Iteration 5Q: 3 clusters Score -30289.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -30315.500000 Penalty: 611.540039
	Iteration 6Q: 3 clusters Score -30315.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -30331.917969 Penalty: 611.540039
	Iteration 7Q: 3 clusters Score -30331.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -30350.525391 Penalty: 611.540039
	Iteration 8Q: 3 clusters Score -30350.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -30364.644531 Penalty: 611.540039
	Iteration 9Q: 3 clusters Score -30364.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -30382.980469 Penalty: 611.540039
	Iteration 10Q: 3 clusters Score -30382.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -30395.474609 Penalty: 611.540039
	Iteration 11Q: 3 clusters Score -30395.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -30404.009766 Penalty: 611.540039
	Iteration 12Q: 3 clusters Score -30404.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -30410.251953 Penalty: 611.540039
	Iteration 13Q: 3 clusters Score -30410.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -30417.904297 Penalty: 611.540039
	Iteration 14Q: 3 clusters Score -30417.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -30424.441406 Penalty: 611.540039
	Iteration 15Q: 3 clusters Score -30424.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -30430.246094 Penalty: 611.540039
	Iteration 16Q: 3 clusters Score -30430.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -30439.908203 Penalty: 611.540039
	Iteration 17Q: 3 clusters Score -30439.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -30447.900391 Penalty: 611.540039
	Iteration 18Q: 3 clusters Score -30447.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -30455.431641 Penalty: 611.540039
	Iteration 19Q: 3 clusters Score -30455.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -30466.419922 Penalty: 611.540039
	Iteration 20F: 3 clusters Score -30466.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -30483.197266 Penalty: 611.540039
	Iteration 21Q: 3 clusters Score -30483.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -30498.830078 Penalty: 611.540039
	Iteration 22Q: 3 clusters Score -30498.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -30503.484375 Penalty: 611.540039
	Iteration 23Q: 3 clusters Score -30503.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -30505.646484 Penalty: 611.540039
	Iteration 24Q: 3 clusters Score -30505.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -30506.005859 Penalty: 611.540039
	Iteration 25Q: 3 clusters Score -30506.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -30506.005859 Penalty: 611.540039
	Iteration 26F: 3 clusters Score -30506.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Entering Unmasked Estep 
Score: -64659.316406 Penalty: 343.626801
	Iteration 0F: 2 clusters Score -64659.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -63266.023438 Penalty: 687.253601
	Iteration 0F: 3 clusters Score -63266.02 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -63779.324219 Penalty: 687.253601
	Iteration 1F: 3 clusters Score -63779.32 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -63949.847656 Penalty: 687.253601
	Iteration 2F: 3 clusters Score -63949.85 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -64073.421875 Penalty: 687.253601
	Iteration 3F: 3 clusters Score -64073.42 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -64177.304688 Penalty: 687.253601
	Iteration 4F: 3 clusters Score -64177.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -64286.644531 Penalty: 687.253601
	Iteration 5F: 3 clusters Score -64286.64 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -64353.957031 Penalty: 687.253601
	Iteration 6Q: 3 clusters Score -64353.96 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -64398.687500 Penalty: 687.253601
	Iteration 7Q: 3 clusters Score -64398.69 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -64443.175781 Penalty: 687.253601
	Iteration 8Q: 3 clusters Score -64443.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -64470.097656 Penalty: 687.253601
	Iteration 9Q: 3 clusters Score -64470.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -64484.589844 Penalty: 687.253601
	Iteration 10Q: 3 clusters Score -64484.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -64496.804688 Penalty: 687.253601
	Iteration 11Q: 3 clusters Score -64496.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -64506.457031 Penalty: 687.253601
	Iteration 12Q: 3 clusters Score -64506.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -64515.992188 Penalty: 687.253601
	Iteration 13Q: 3 clusters Score -64515.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -64519.503906 Penalty: 687.253601
	Iteration 14Q: 3 clusters Score -64519.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -64521.515625 Penalty: 687.253601
	Iteration 15Q: 3 clusters Score -64521.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -64526.511719 Penalty: 687.253601
	Iteration 16Q: 3 clusters Score -64526.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -64533.964844 Penalty: 687.253601
	Iteration 17Q: 3 clusters Score -64533.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -64542.500000 Penalty: 687.253601
	Iteration 18Q: 3 clusters Score -64542.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -64548.191406 Penalty: 687.253601
	Iteration 19Q: 3 clusters Score -64548.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -64550.699219 Penalty: 687.253601
	Iteration 20F: 3 clusters Score -64550.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -64554.062500 Penalty: 687.253601
	Iteration 21Q: 3 clusters Score -64554.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -64555.332031 Penalty: 687.253601
	Iteration 22Q: 3 clusters Score -64555.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -64557.015625 Penalty: 687.253601
	Iteration 23Q: 3 clusters Score -64557.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -64558.558594 Penalty: 687.253601
	Iteration 24Q: 3 clusters Score -64558.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -64559.566406 Penalty: 687.253601
	Iteration 25Q: 3 clusters Score -64559.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -64560.031250 Penalty: 687.253601
	Iteration 26Q: 3 clusters Score -64560.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -64560.578125 Penalty: 687.253601
	Iteration 27Q: 3 clusters Score -64560.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -64560.882812 Penalty: 687.253601
	Iteration 28Q: 3 clusters Score -64560.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -64561.261719 Penalty: 687.253601
	Iteration 29Q: 3 clusters Score -64561.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -64561.308594 Penalty: 687.253601
	Iteration 30Q: 3 clusters Score -64561.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -64561.308594 Penalty: 687.253601
	Iteration 31F: 3 clusters Score -64561.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (26511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Entering Unmasked Estep 
Score: -1013525.812500 Penalty: 463.431824
	Iteration 0F: 2 clusters Score -1013526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -995725.187500 Penalty: 926.863647
	Iteration 0F: 3 clusters Score -995725.2 nChanged 12770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1003972.937500 Penalty: 926.863647
	Iteration 1F: 3 clusters Score -1003973 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1005007.875000 Penalty: 926.863647
	Iteration 2F: 3 clusters Score -1005008 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1006360.000000 Penalty: 926.863647
	Iteration 3F: 3 clusters Score -1006360 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -1007699.812500 Penalty: 926.863647
	Iteration 4F: 3 clusters Score -1007700 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -1008895.812500 Penalty: 926.863647
	Iteration 5F: 3 clusters Score -1008896 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -1009839.125000 Penalty: 926.863647
	Iteration 6F: 3 clusters Score -1009839 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -1010557.187500 Penalty: 926.863647
	Iteration 7Q: 3 clusters Score -1010557 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -1011060.687500 Penalty: 926.863647
	Iteration 8Q: 3 clusters Score -1011061 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -1011400.500000 Penalty: 926.863647
	Iteration 9Q: 3 clusters Score -1011400 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -1011676.812500 Penalty: 926.863647
	Iteration 10Q: 3 clusters Score -1011677 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -1011896.125000 Penalty: 926.863647
	Iteration 11Q: 3 clusters Score -1011896 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -1012080.125000 Penalty: 926.863647
	Iteration 12Q: 3 clusters Score -1012080 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -1012257.937500 Penalty: 926.863647
	Iteration 13Q: 3 clusters Score -1012258 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -1012425.625000 Penalty: 926.863647
	Iteration 14Q: 3 clusters Score -1012426 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -1012583.562500 Penalty: 926.863647
	Iteration 15Q: 3 clusters Score -1012584 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -1012720.875000 Penalty: 926.863647
	Iteration 16Q: 3 clusters Score -1012721 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -1012827.187500 Penalty: 926.863647
	Iteration 17Q: 3 clusters Score -1012827 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -1012911.312500 Penalty: 926.863647
	Iteration 18Q: 3 clusters Score -1012911 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -1012979.375000 Penalty: 926.863647
	Iteration 19Q: 3 clusters Score -1012979 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -1013045.000000 Penalty: 926.863647
	Iteration 20F: 3 clusters Score -1013045 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -1013122.187500 Penalty: 926.863647
	Iteration 21Q: 3 clusters Score -1013122 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -1013177.125000 Penalty: 926.863647
	Iteration 22Q: 3 clusters Score -1013177 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -1013212.062500 Penalty: 926.863647
	Iteration 23Q: 3 clusters Score -1013212 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -1013237.687500 Penalty: 926.863647
	Iteration 24Q: 3 clusters Score -1013238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -1013261.312500 Penalty: 926.863647
	Iteration 25Q: 3 clusters Score -1013261 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -1013273.937500 Penalty: 926.863647
	Iteration 26Q: 3 clusters Score -1013274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -1013285.062500 Penalty: 926.863647
	Iteration 27Q: 3 clusters Score -1013285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -1013299.375000 Penalty: 926.863647
	Iteration 28Q: 3 clusters Score -1013299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -1013305.812500 Penalty: 926.863647
	Iteration 29Q: 3 clusters Score -1013306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -1013312.250000 Penalty: 926.863647
	Iteration 30Q: 3 clusters Score -1013312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -1013315.875000 Penalty: 926.863647
	Iteration 31Q: 3 clusters Score -1013316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -1013319.437500 Penalty: 926.863647
	Iteration 32Q: 3 clusters Score -1013319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -1013321.875000 Penalty: 926.863647
	Iteration 33Q: 3 clusters Score -1013322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -1013322.187500 Penalty: 926.863647
	Iteration 34Q: 3 clusters Score -1013322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -1013322.187500 Penalty: 926.863647
	Iteration 35Q: 3 clusters Score -1013322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -1013322.312500 Penalty: 926.863647
	Iteration 36Q: 3 clusters Score -1013322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -1013324.062500 Penalty: 926.863647
	Iteration 37Q: 3 clusters Score -1013324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -1013324.812500 Penalty: 926.863647
	Iteration 38Q: 3 clusters Score -1013325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -1013325.562500 Penalty: 926.863647
	Iteration 39Q: 3 clusters Score -1013326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -1013325.937500 Penalty: 926.863647
	Iteration 40F: 3 clusters Score -1013326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 6303 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1525 members 
Mstep: Class 9 contains 282802 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 14494 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 24335 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 2258 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 4530 members 
Mstep: Class 19 contains 1226 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3140 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4148 members 
Mstep: Class 25 contains 1089 members 
Mstep: Class 26 contains 4120 members 
Mstep: Class 27 contains 57691 members 
Mstep: Class 28 contains 217436 members 
Mstep: Class 29 contains 8079 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3791 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 1047 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 609 members 
Mstep: Class 37 contains 2218 members 
Mstep: Class 38 contains 412 members 
Mstep: Class 39 contains 829 members 
Mstep: Class 40 contains 1905 members 
Mstep: Class 41 contains 26511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358168.000000 Penalty: 27028.597656
Iteration 159Q: 45 clusters Score -2.835817e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3464 members 
Mstep: Class 4 contains 1623 members 
Mstep: Class 5 contains 6303 members 
Mstep: Class 6 contains 3540 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 282805 members 
Mstep: Class 10 contains 4716 members 
Mstep: Class 11 contains 14496 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 24358 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 2258 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 3716 members 
Mstep: Class 18 contains 4531 members 
Mstep: Class 19 contains 1259 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 1087 members 
Mstep: Class 26 contains 4097 members 
Mstep: Class 27 contains 57689 members 
Mstep: Class 28 contains 217413 members 
Mstep: Class 29 contains 8078 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3797 members 
Mstep: Class 33 contains 564 members 
Mstep: Class 34 contains 1048 members 
Mstep: Class 35 contains 401 members 
Mstep: Class 36 contains 608 members 
Mstep: Class 37 contains 2231 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 829 members 
Mstep: Class 40 contains 1926 members 
Mstep: Class 41 contains 26546 members 
Mstep: Class 42 contains 1353 members 
Mstep: Class 43 contains 839 members 
Mstep: Class 44 contains 5822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358386.000000 Penalty: 27028.597656
Iteration 160F: 45 clusters Score -2.835839e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 6306 members 
Mstep: Class 6 contains 3534 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1493 members 
Mstep: Class 9 contains 282809 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 14496 members 
Mstep: Class 12 contains 13260 members 
Mstep: Class 13 contains 24377 members 
Mstep: Class 14 contains 3545 members 
Mstep: Class 15 contains 2258 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 3714 members 
Mstep: Class 18 contains 4533 members 
Mstep: Class 19 contains 1280 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3140 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4152 members 
Mstep: Class 25 contains 1087 members 
Mstep: Class 26 contains 4081 members 
Mstep: Class 27 contains 57688 members 
Mstep: Class 28 contains 217393 members 
Mstep: Class 29 contains 8078 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3803 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1050 members 
Mstep: Class 35 contains 380 members 
Mstep: Class 36 contains 608 members 
Mstep: Class 37 contains 2197 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 829 members 
Mstep: Class 40 contains 1900 members 
Mstep: Class 41 contains 26523 members 
Mstep: Class 42 contains 1376 members 
Mstep: Class 43 contains 863 members 
Mstep: Class 44 contains 5882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358452.000000 Penalty: 27028.597656
Iteration 161Q: 45 clusters Score -2.835845e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 6305 members 
Mstep: Class 6 contains 3527 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1471 members 
Mstep: Class 9 contains 282816 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 14496 members 
Mstep: Class 12 contains 13259 members 
Mstep: Class 13 contains 24403 members 
Mstep: Class 14 contains 3538 members 
Mstep: Class 15 contains 2257 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 3711 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 1299 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3140 members 
Mstep: Class 23 contains 3388 members 
Mstep: Class 24 contains 4154 members 
Mstep: Class 25 contains 1087 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 57688 members 
Mstep: Class 28 contains 217376 members 
Mstep: Class 29 contains 8078 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3814 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1051 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 608 members 
Mstep: Class 37 contains 2182 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 829 members 
Mstep: Class 40 contains 1886 members 
Mstep: Class 41 contains 26502 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 877 members 
Mstep: Class 44 contains 5908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358516.000000 Penalty: 27028.597656
Iteration 162Q: 45 clusters Score -2.835852e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3464 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 6305 members 
Mstep: Class 6 contains 3522 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 282823 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 14496 members 
Mstep: Class 12 contains 13258 members 
Mstep: Class 13 contains 24432 members 
Mstep: Class 14 contains 3530 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 3712 members 
Mstep: Class 18 contains 4539 members 
Mstep: Class 19 contains 1313 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3140 members 
Mstep: Class 23 contains 3388 members 
Mstep: Class 24 contains 4155 members 
Mstep: Class 25 contains 1088 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 57682 members 
Mstep: Class 28 contains 217353 members 
Mstep: Class 29 contains 8078 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3827 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1052 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 608 members 
Mstep: Class 37 contains 2175 members 
Mstep: Class 38 contains 404 members 
Mstep: Class 39 contains 829 members 
Mstep: Class 40 contains 1883 members 
Mstep: Class 41 contains 26494 members 
Mstep: Class 42 contains 1396 members 
Mstep: Class 43 contains 878 members 
Mstep: Class 44 contains 5916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358610.000000 Penalty: 27028.597656
Iteration 163Q: 45 clusters Score -2.835861e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3466 members 
Mstep: Class 4 contains 1590 members 
Mstep: Class 5 contains 6304 members 
Mstep: Class 6 contains 3520 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1448 members 
Mstep: Class 9 contains 282824 members 
Mstep: Class 10 contains 4716 members 
Mstep: Class 11 contains 14496 members 
Mstep: Class 12 contains 13255 members 
Mstep: Class 13 contains 24452 members 
Mstep: Class 14 contains 3525 members 
Mstep: Class 15 contains 2255 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 18 contains 4543 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 2605 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4156 members 
Mstep: Class 25 contains 1089 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 57677 members 
Mstep: Class 28 contains 217340 members 
Mstep: Class 29 contains 8078 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3830 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1052 members 
Mstep: Class 35 contains 364 members 
Mstep: Class 36 contains 608 members 
Mstep: Class 37 contains 2173 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 830 members 
Mstep: Class 40 contains 1881 members 
Mstep: Class 41 contains 26483 members 
Mstep: Class 42 contains 1402 members 
Mstep: Class 43 contains 878 members 
Mstep: Class 44 contains 5924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358562.000000 Penalty: 27028.597656
Iteration 164Q: 45 clusters Score -2.835856e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3469 members 
Mstep: Class 4 contains 1587 members 
Mstep: Class 5 contains 6302 members 
Mstep: Class 6 contains 3519 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 282828 members 
Mstep: Class 10 contains 4716 members 
Mstep: Class 11 contains 14491 members 
Mstep: Class 12 contains 13252 members 
Mstep: Class 13 contains 24472 members 
Mstep: Class 14 contains 3524 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 18 contains 4545 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 2611 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 4155 members 
Mstep: Class 25 contains 1090 members 
Mstep: Class 26 contains 4075 members 
Mstep: Class 27 contains 57672 members 
Mstep: Class 28 contains 217328 members 
Mstep: Class 29 contains 8078 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3833 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1052 members 
Mstep: Class 35 contains 360 members 
Mstep: Class 36 contains 607 members 
Mstep: Class 37 contains 2166 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 831 members 
Mstep: Class 40 contains 1875 members 
Mstep: Class 41 contains 26476 members 
Mstep: Class 42 contains 1408 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 5928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358560.000000 Penalty: 27028.597656
Iteration 165Q: 45 clusters Score -2.835856e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 6301 members 
Mstep: Class 6 contains 3518 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 282830 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 14490 members 
Mstep: Class 12 contains 13250 members 
Mstep: Class 13 contains 24482 members 
Mstep: Class 14 contains 3525 members 
Mstep: Class 15 contains 2252 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 3708 members 
Mstep: Class 18 contains 4547 members 
Mstep: Class 19 contains 1330 members 
Mstep: Class 20 contains 2619 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 4155 members 
Mstep: Class 25 contains 1090 members 
Mstep: Class 26 contains 4075 members 
Mstep: Class 27 contains 57670 members 
Mstep: Class 28 contains 217313 members 
Mstep: Class 29 contains 8080 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3838 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1052 members 
Mstep: Class 35 contains 352 members 
Mstep: Class 36 contains 606 members 
Mstep: Class 37 contains 2159 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1869 members 
Mstep: Class 41 contains 26475 members 
Mstep: Class 42 contains 1419 members 
Mstep: Class 43 contains 886 members 
Mstep: Class 44 contains 5929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358508.000000 Penalty: 27028.597656
Iteration 166Q: 45 clusters Score -2.835851e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 6300 members 
Mstep: Class 6 contains 3517 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 282829 members 
Mstep: Class 10 contains 4713 members 
Mstep: Class 11 contains 14491 members 
Mstep: Class 12 contains 13251 members 
Mstep: Class 13 contains 24488 members 
Mstep: Class 14 contains 3521 members 
Mstep: Class 15 contains 2252 members 
Mstep: Class 16 contains 1788 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 4554 members 
Mstep: Class 19 contains 1332 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 4155 members 
Mstep: Class 25 contains 1090 members 
Mstep: Class 26 contains 4077 members 
Mstep: Class 27 contains 57674 members 
Mstep: Class 28 contains 217294 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3846 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1052 members 
Mstep: Class 35 contains 346 members 
Mstep: Class 36 contains 605 members 
Mstep: Class 37 contains 2148 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 833 members 
Mstep: Class 40 contains 1870 members 
Mstep: Class 41 contains 26470 members 
Mstep: Class 42 contains 1430 members 
Mstep: Class 43 contains 891 members 
Mstep: Class 44 contains 5931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358484.000000 Penalty: 27028.597656
Iteration 167Q: 45 clusters Score -2.835848e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1577 members 
Mstep: Class 5 contains 6299 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 9 contains 282834 members 
Mstep: Class 10 contains 4710 members 
Mstep: Class 11 contains 14496 members 
Mstep: Class 12 contains 13251 members 
Mstep: Class 13 contains 24493 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 2254 members 
Mstep: Class 16 contains 1792 members 
Mstep: Class 17 contains 3708 members 
Mstep: Class 18 contains 4556 members 
Mstep: Class 19 contains 1339 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 1116 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 4155 members 
Mstep: Class 25 contains 1089 members 
Mstep: Class 26 contains 4078 members 
Mstep: Class 27 contains 57680 members 
Mstep: Class 28 contains 217273 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3854 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1052 members 
Mstep: Class 35 contains 339 members 
Mstep: Class 36 contains 606 members 
Mstep: Class 37 contains 2140 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 833 members 
Mstep: Class 40 contains 1865 members 
Mstep: Class 41 contains 26469 members 
Mstep: Class 42 contains 1438 members 
Mstep: Class 43 contains 896 members 
Mstep: Class 44 contains 5933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358560.000000 Penalty: 27028.597656
Iteration 168Q: 45 clusters Score -2.835856e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 6295 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 282843 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 14491 members 
Mstep: Class 12 contains 13250 members 
Mstep: Class 13 contains 24504 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 1795 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 18 contains 4560 members 
Mstep: Class 19 contains 1344 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 4156 members 
Mstep: Class 25 contains 1090 members 
Mstep: Class 26 contains 4077 members 
Mstep: Class 27 contains 57685 members 
Mstep: Class 28 contains 217256 members 
Mstep: Class 29 contains 8080 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3858 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1052 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 607 members 
Mstep: Class 37 contains 2134 members 
Mstep: Class 38 contains 405 members 
Mstep: Class 39 contains 833 members 
Mstep: Class 40 contains 1863 members 
Mstep: Class 41 contains 26463 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 901 members 
Mstep: Class 44 contains 5935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358606.000000 Penalty: 27028.597656
Iteration 169Q: 45 clusters Score -2.835861e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 1574 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 282858 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 14488 members 
Mstep: Class 12 contains 13249 members 
Mstep: Class 13 contains 24525 members 
Mstep: Class 14 contains 3504 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 1797 members 
Mstep: Class 17 contains 3711 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 1348 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 4156 members 
Mstep: Class 25 contains 1094 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 57692 members 
Mstep: Class 28 contains 217232 members 
Mstep: Class 29 contains 8080 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3861 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1052 members 
Mstep: Class 35 contains 327 members 
Mstep: Class 36 contains 607 members 
Mstep: Class 37 contains 2127 members 
Mstep: Class 38 contains 405 members 
Mstep: Class 39 contains 833 members 
Mstep: Class 40 contains 1861 members 
Mstep: Class 41 contains 26460 members 
Mstep: Class 42 contains 1453 members 
Mstep: Class 43 contains 905 members 
Mstep: Class 44 contains 5939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358590.000000 Penalty: 27028.597656
Iteration 170Q: 45 clusters Score -2.835859e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 1572 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 282864 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 14490 members 
Mstep: Class 12 contains 13250 members 
Mstep: Class 13 contains 24546 members 
Mstep: Class 14 contains 3501 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 16 contains 1798 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 18 contains 4574 members 
Mstep: Class 19 contains 1350 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 4156 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 57683 members 
Mstep: Class 28 contains 217213 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3864 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1052 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 607 members 
Mstep: Class 37 contains 2123 members 
Mstep: Class 38 contains 405 members 
Mstep: Class 39 contains 833 members 
Mstep: Class 40 contains 1858 members 
Mstep: Class 41 contains 26458 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 906 members 
Mstep: Class 44 contains 5945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358574.000000 Penalty: 27028.597656
Iteration 171Q: 45 clusters Score -2.835857e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 1572 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 14490 members 
Mstep: Class 12 contains 13249 members 
Mstep: Class 13 contains 24566 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 2249 members 
Mstep: Class 16 contains 1800 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 18 contains 4583 members 
Mstep: Class 19 contains 1352 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 4156 members 
Mstep: Class 25 contains 1098 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 57673 members 
Mstep: Class 28 contains 217188 members 
Mstep: Class 29 contains 8084 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3869 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1052 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 607 members 
Mstep: Class 37 contains 2119 members 
Mstep: Class 38 contains 405 members 
Mstep: Class 39 contains 833 members 
Mstep: Class 40 contains 1855 members 
Mstep: Class 41 contains 26457 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 907 members 
Mstep: Class 44 contains 5946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358574.000000 Penalty: 27028.597656
Iteration 172Q: 45 clusters Score -2.835857e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 1570 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 282876 members 
Mstep: Class 10 contains 4705 members 
Mstep: Class 11 contains 14487 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 13 contains 24575 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 2252 members 
Mstep: Class 16 contains 1803 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 18 contains 4592 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 4156 members 
Mstep: Class 25 contains 1099 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 57667 members 
Mstep: Class 28 contains 217183 members 
Mstep: Class 29 contains 8083 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3868 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1052 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 606 members 
Mstep: Class 37 contains 2115 members 
Mstep: Class 38 contains 404 members 
Mstep: Class 39 contains 833 members 
Mstep: Class 40 contains 1853 members 
Mstep: Class 41 contains 26457 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 907 members 
Mstep: Class 44 contains 5949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358588.000000 Penalty: 27028.597656
Iteration 173Q: 45 clusters Score -2.835859e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 1568 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 282875 members 
Mstep: Class 10 contains 4704 members 
Mstep: Class 11 contains 14484 members 
Mstep: Class 12 contains 13244 members 
Mstep: Class 13 contains 24589 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 1804 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 18 contains 4603 members 
Mstep: Class 19 contains 1359 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 4158 members 
Mstep: Class 25 contains 1098 members 
Mstep: Class 26 contains 4077 members 
Mstep: Class 27 contains 57667 members 
Mstep: Class 28 contains 217173 members 
Mstep: Class 29 contains 8083 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3869 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1052 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 606 members 
Mstep: Class 37 contains 2109 members 
Mstep: Class 38 contains 403 members 
Mstep: Class 39 contains 833 members 
Mstep: Class 40 contains 1852 members 
Mstep: Class 41 contains 26459 members 
Mstep: Class 42 contains 1463 members 
Mstep: Class 43 contains 908 members 
Mstep: Class 44 contains 5952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358596.000000 Penalty: 27028.597656
Iteration 174Q: 45 clusters Score -2.83586e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 1566 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1345 members 
Mstep: Class 9 contains 282877 members 
Mstep: Class 10 contains 4701 members 
Mstep: Class 11 contains 14480 members 
Mstep: Class 12 contains 13242 members 
Mstep: Class 13 contains 24599 members 
Mstep: Class 14 contains 3503 members 
Mstep: Class 15 contains 2255 members 
Mstep: Class 16 contains 1806 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 18 contains 4612 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 4161 members 
Mstep: Class 25 contains 1101 members 
Mstep: Class 26 contains 4077 members 
Mstep: Class 27 contains 57661 members 
Mstep: Class 28 contains 217168 members 
Mstep: Class 29 contains 8082 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3869 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1052 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 606 members 
Mstep: Class 37 contains 2104 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 833 members 
Mstep: Class 40 contains 1850 members 
Mstep: Class 41 contains 26461 members 
Mstep: Class 42 contains 1463 members 
Mstep: Class 43 contains 911 members 
Mstep: Class 44 contains 5953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358620.000000 Penalty: 27028.597656
Iteration 175Q: 45 clusters Score -2.835862e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1331 members 
Mstep: Class 9 contains 282877 members 
Mstep: Class 10 contains 4700 members 
Mstep: Class 11 contains 14479 members 
Mstep: Class 12 contains 13241 members 
Mstep: Class 13 contains 24612 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 2255 members 
Mstep: Class 16 contains 1809 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1104 members 
Mstep: Class 26 contains 4077 members 
Mstep: Class 27 contains 57658 members 
Mstep: Class 28 contains 217164 members 
Mstep: Class 29 contains 8080 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3869 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1052 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 606 members 
Mstep: Class 37 contains 2102 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 833 members 
Mstep: Class 40 contains 1850 members 
Mstep: Class 41 contains 26462 members 
Mstep: Class 42 contains 1463 members 
Mstep: Class 43 contains 912 members 
Mstep: Class 44 contains 5954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358650.000000 Penalty: 27028.597656
Iteration 176Q: 45 clusters Score -2.835865e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3475 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1309 members 
Mstep: Class 9 contains 282879 members 
Mstep: Class 10 contains 4699 members 
Mstep: Class 11 contains 14476 members 
Mstep: Class 12 contains 13242 members 
Mstep: Class 13 contains 24637 members 
Mstep: Class 14 contains 3508 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1812 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 4621 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4161 members 
Mstep: Class 25 contains 1105 members 
Mstep: Class 26 contains 4077 members 
Mstep: Class 27 contains 57655 members 
Mstep: Class 28 contains 217159 members 
Mstep: Class 29 contains 8079 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3871 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 606 members 
Mstep: Class 37 contains 2100 members 
Mstep: Class 38 contains 401 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1850 members 
Mstep: Class 41 contains 26462 members 
Mstep: Class 42 contains 1463 members 
Mstep: Class 43 contains 914 members 
Mstep: Class 44 contains 5954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358634.000000 Penalty: 27028.597656
Iteration 177Q: 45 clusters Score -2.835863e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3475 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1297 members 
Mstep: Class 9 contains 282880 members 
Mstep: Class 10 contains 4697 members 
Mstep: Class 11 contains 14474 members 
Mstep: Class 12 contains 13240 members 
Mstep: Class 13 contains 24660 members 
Mstep: Class 14 contains 3508 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1812 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 4628 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4161 members 
Mstep: Class 25 contains 1105 members 
Mstep: Class 26 contains 4077 members 
Mstep: Class 27 contains 57652 members 
Mstep: Class 28 contains 217148 members 
Mstep: Class 29 contains 8078 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 606 members 
Mstep: Class 37 contains 2099 members 
Mstep: Class 38 contains 401 members 
Mstep: Class 39 contains 831 members 
Mstep: Class 40 contains 1850 members 
Mstep: Class 41 contains 26462 members 
Mstep: Class 42 contains 1463 members 
Mstep: Class 43 contains 916 members 
Mstep: Class 44 contains 5953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358590.000000 Penalty: 27028.597656
Iteration 178Q: 45 clusters Score -2.835859e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 282877 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14474 members 
Mstep: Class 12 contains 13239 members 
Mstep: Class 13 contains 24678 members 
Mstep: Class 14 contains 3507 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1813 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4161 members 
Mstep: Class 25 contains 1106 members 
Mstep: Class 26 contains 4077 members 
Mstep: Class 27 contains 57646 members 
Mstep: Class 28 contains 217140 members 
Mstep: Class 29 contains 8079 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 606 members 
Mstep: Class 37 contains 2096 members 
Mstep: Class 38 contains 401 members 
Mstep: Class 39 contains 831 members 
Mstep: Class 40 contains 1850 members 
Mstep: Class 41 contains 26463 members 
Mstep: Class 42 contains 1463 members 
Mstep: Class 43 contains 917 members 
Mstep: Class 44 contains 5954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358560.000000 Penalty: 27028.597656
Iteration 179Q: 45 clusters Score -2.835856e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1291 members 
Mstep: Class 9 contains 282874 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14472 members 
Mstep: Class 12 contains 13241 members 
Mstep: Class 13 contains 24690 members 
Mstep: Class 14 contains 3508 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1813 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 4637 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4077 members 
Mstep: Class 27 contains 57639 members 
Mstep: Class 28 contains 217130 members 
Mstep: Class 29 contains 8080 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 606 members 
Mstep: Class 37 contains 2092 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 831 members 
Mstep: Class 40 contains 1850 members 
Mstep: Class 41 contains 26465 members 
Mstep: Class 42 contains 1463 members 
Mstep: Class 43 contains 918 members 
Mstep: Class 44 contains 5955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358574.000000 Penalty: 27028.597656
Iteration 180F: 45 clusters Score -2.835857e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3475 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1288 members 
Mstep: Class 9 contains 282873 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14471 members 
Mstep: Class 12 contains 13240 members 
Mstep: Class 13 contains 24700 members 
Mstep: Class 14 contains 3510 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1814 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4077 members 
Mstep: Class 27 contains 57635 members 
Mstep: Class 28 contains 217124 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 606 members 
Mstep: Class 37 contains 2088 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 831 members 
Mstep: Class 40 contains 1851 members 
Mstep: Class 41 contains 26465 members 
Mstep: Class 42 contains 1463 members 
Mstep: Class 43 contains 918 members 
Mstep: Class 44 contains 5958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358578.000000 Penalty: 27028.597656
Iteration 181Q: 45 clusters Score -2.835858e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1286 members 
Mstep: Class 9 contains 282873 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14469 members 
Mstep: Class 12 contains 13238 members 
Mstep: Class 13 contains 24705 members 
Mstep: Class 14 contains 3512 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4163 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4077 members 
Mstep: Class 27 contains 57637 members 
Mstep: Class 28 contains 217119 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 606 members 
Mstep: Class 37 contains 2084 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 831 members 
Mstep: Class 40 contains 1853 members 
Mstep: Class 41 contains 26466 members 
Mstep: Class 42 contains 1463 members 
Mstep: Class 43 contains 919 members 
Mstep: Class 44 contains 5958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358588.000000 Penalty: 27028.597656
Iteration 182Q: 45 clusters Score -2.835859e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1285 members 
Mstep: Class 9 contains 282874 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14468 members 
Mstep: Class 12 contains 13238 members 
Mstep: Class 13 contains 24706 members 
Mstep: Class 14 contains 3512 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 2627 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 57637 members 
Mstep: Class 28 contains 217118 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 606 members 
Mstep: Class 37 contains 2080 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1854 members 
Mstep: Class 41 contains 26466 members 
Mstep: Class 42 contains 1463 members 
Mstep: Class 43 contains 921 members 
Mstep: Class 44 contains 5959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358582.000000 Penalty: 27028.597656
Iteration 183Q: 45 clusters Score -2.835858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1283 members 
Mstep: Class 9 contains 282873 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14469 members 
Mstep: Class 12 contains 13238 members 
Mstep: Class 13 contains 24711 members 
Mstep: Class 14 contains 3512 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 2627 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 57637 members 
Mstep: Class 28 contains 217113 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 606 members 
Mstep: Class 37 contains 2077 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 833 members 
Mstep: Class 40 contains 1855 members 
Mstep: Class 41 contains 26465 members 
Mstep: Class 42 contains 1463 members 
Mstep: Class 43 contains 922 members 
Mstep: Class 44 contains 5961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358566.000000 Penalty: 27028.597656
Iteration 184Q: 45 clusters Score -2.835857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 3515 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1283 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13238 members 
Mstep: Class 13 contains 24715 members 
Mstep: Class 14 contains 3512 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 2627 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 57632 members 
Mstep: Class 28 contains 217114 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 606 members 
Mstep: Class 37 contains 2076 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1856 members 
Mstep: Class 41 contains 26465 members 
Mstep: Class 42 contains 1463 members 
Mstep: Class 43 contains 923 members 
Mstep: Class 44 contains 5961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358582.000000 Penalty: 27028.597656
Iteration 185Q: 45 clusters Score -2.835858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1282 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13238 members 
Mstep: Class 13 contains 24721 members 
Mstep: Class 14 contains 3512 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 2627 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 57626 members 
Mstep: Class 28 contains 217115 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 606 members 
Mstep: Class 37 contains 2074 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1857 members 
Mstep: Class 41 contains 26465 members 
Mstep: Class 42 contains 1463 members 
Mstep: Class 43 contains 925 members 
Mstep: Class 44 contains 5961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358596.000000 Penalty: 27028.597656
Iteration 186Q: 45 clusters Score -2.83586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13238 members 
Mstep: Class 13 contains 24728 members 
Mstep: Class 14 contains 3512 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 2627 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 57622 members 
Mstep: Class 28 contains 217114 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 606 members 
Mstep: Class 37 contains 2070 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1857 members 
Mstep: Class 41 contains 26465 members 
Mstep: Class 42 contains 1463 members 
Mstep: Class 43 contains 928 members 
Mstep: Class 44 contains 5962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358618.000000 Penalty: 27028.597656
Iteration 187Q: 45 clusters Score -2.835862e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13238 members 
Mstep: Class 13 contains 24734 members 
Mstep: Class 14 contains 3512 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 2627 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 57620 members 
Mstep: Class 28 contains 217113 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 605 members 
Mstep: Class 37 contains 2068 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1858 members 
Mstep: Class 41 contains 26463 members 
Mstep: Class 42 contains 1463 members 
Mstep: Class 43 contains 931 members 
Mstep: Class 44 contains 5963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358650.000000 Penalty: 27028.597656
Iteration 188Q: 45 clusters Score -2.835865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1275 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13238 members 
Mstep: Class 13 contains 24740 members 
Mstep: Class 14 contains 3512 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 1361 members 
Mstep: Class 20 contains 2627 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 57615 members 
Mstep: Class 28 contains 217114 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 605 members 
Mstep: Class 37 contains 2066 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1858 members 
Mstep: Class 41 contains 26464 members 
Mstep: Class 42 contains 1463 members 
Mstep: Class 43 contains 931 members 
Mstep: Class 44 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358630.000000 Penalty: 27028.597656
Iteration 189Q: 45 clusters Score -2.835863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1273 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13238 members 
Mstep: Class 13 contains 24745 members 
Mstep: Class 14 contains 3512 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 1362 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 57611 members 
Mstep: Class 28 contains 217114 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 605 members 
Mstep: Class 37 contains 2067 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1859 members 
Mstep: Class 41 contains 26462 members 
Mstep: Class 42 contains 1463 members 
Mstep: Class 43 contains 930 members 
Mstep: Class 44 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358636.000000 Penalty: 27028.597656
Iteration 190Q: 45 clusters Score -2.835864e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1275 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13238 members 
Mstep: Class 13 contains 24750 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1363 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 57605 members 
Mstep: Class 28 contains 217113 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 605 members 
Mstep: Class 37 contains 2067 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1860 members 
Mstep: Class 41 contains 26461 members 
Mstep: Class 42 contains 1463 members 
Mstep: Class 43 contains 931 members 
Mstep: Class 44 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358648.000000 Penalty: 27028.597656
Iteration 191Q: 45 clusters Score -2.835865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1275 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13238 members 
Mstep: Class 13 contains 24753 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 3706 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1364 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4075 members 
Mstep: Class 27 contains 57602 members 
Mstep: Class 28 contains 217112 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 605 members 
Mstep: Class 37 contains 2067 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1859 members 
Mstep: Class 41 contains 26459 members 
Mstep: Class 42 contains 1464 members 
Mstep: Class 43 contains 932 members 
Mstep: Class 44 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358648.000000 Penalty: 27028.597656
Iteration 192Q: 45 clusters Score -2.835865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13238 members 
Mstep: Class 13 contains 24758 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 57599 members 
Mstep: Class 28 contains 217110 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 605 members 
Mstep: Class 37 contains 2067 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1857 members 
Mstep: Class 41 contains 26457 members 
Mstep: Class 42 contains 1465 members 
Mstep: Class 43 contains 932 members 
Mstep: Class 44 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358650.000000 Penalty: 27028.597656
Iteration 193Q: 45 clusters Score -2.835865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13238 members 
Mstep: Class 13 contains 24760 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 57598 members 
Mstep: Class 28 contains 217109 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 605 members 
Mstep: Class 37 contains 2067 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1854 members 
Mstep: Class 41 contains 26457 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 932 members 
Mstep: Class 44 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358672.000000 Penalty: 27028.597656
Iteration 194Q: 45 clusters Score -2.835867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13238 members 
Mstep: Class 13 contains 24762 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 57598 members 
Mstep: Class 28 contains 217107 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 605 members 
Mstep: Class 37 contains 2067 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1855 members 
Mstep: Class 41 contains 26456 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 932 members 
Mstep: Class 44 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358690.000000 Penalty: 27028.597656
Iteration 195Q: 45 clusters Score -2.835869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3706 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 57598 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 605 members 
Mstep: Class 37 contains 2066 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1856 members 
Mstep: Class 41 contains 26455 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 933 members 
Mstep: Class 44 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358698.000000 Penalty: 27028.597656
Iteration 196Q: 45 clusters Score -2.83587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3706 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 57598 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 605 members 
Mstep: Class 37 contains 2067 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1856 members 
Mstep: Class 41 contains 26453 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 933 members 
Mstep: Class 44 contains 5967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358694.000000 Penalty: 27028.597656
Iteration 197Q: 45 clusters Score -2.835869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 57598 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 605 members 
Mstep: Class 37 contains 2066 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1856 members 
Mstep: Class 41 contains 26452 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 933 members 
Mstep: Class 44 contains 5968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358698.000000 Penalty: 27028.597656
Iteration 198Q: 45 clusters Score -2.83587e+07 nChanged 1
Entering ConstructFrom: 
Score: -28358698.000000 Penalty: 27028.597656
Entering ConstructFrom: 
Trying to split cluster 1 (3088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Entering Unmasked Estep 
Score: -127090.312500 Penalty: 365.605194
	Iteration 0F: 2 clusters Score -127090.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -124925.843750 Penalty: 731.210388
	Iteration 0F: 3 clusters Score -124925.8 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -125810.835938 Penalty: 731.210388
	Iteration 1F: 3 clusters Score -125810.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -126019.007812 Penalty: 731.210388
	Iteration 2F: 3 clusters Score -126019 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -126198.835938 Penalty: 731.210388
	Iteration 3F: 3 clusters Score -126198.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -126358.585938 Penalty: 731.210388
	Iteration 4F: 3 clusters Score -126358.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -126477.984375 Penalty: 731.210388
	Iteration 5F: 3 clusters Score -126478 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -126572.750000 Penalty: 731.210388
	Iteration 6Q: 3 clusters Score -126572.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -126643.609375 Penalty: 731.210388
	Iteration 7Q: 3 clusters Score -126643.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -126701.015625 Penalty: 731.210388
	Iteration 8Q: 3 clusters Score -126701 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -126746.984375 Penalty: 731.210388
	Iteration 9Q: 3 clusters Score -126747 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -126777.078125 Penalty: 731.210388
	Iteration 10Q: 3 clusters Score -126777.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -126792.218750 Penalty: 731.210388
	Iteration 11Q: 3 clusters Score -126792.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -126800.125000 Penalty: 731.210388
	Iteration 12Q: 3 clusters Score -126800.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -126805.296875 Penalty: 731.210388
	Iteration 13Q: 3 clusters Score -126805.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -126809.218750 Penalty: 731.210388
	Iteration 14Q: 3 clusters Score -126809.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -126813.468750 Penalty: 731.210388
	Iteration 15Q: 3 clusters Score -126813.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -126818.250000 Penalty: 731.210388
	Iteration 16Q: 3 clusters Score -126818.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -126821.765625 Penalty: 731.210388
	Iteration 17Q: 3 clusters Score -126821.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -126824.273438 Penalty: 731.210388
	Iteration 18Q: 3 clusters Score -126824.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -126828.296875 Penalty: 731.210388
	Iteration 19Q: 3 clusters Score -126828.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -126835.210938 Penalty: 731.210388
	Iteration 20F: 3 clusters Score -126835.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -126843.500000 Penalty: 731.210388
	Iteration 21Q: 3 clusters Score -126843.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -126852.500000 Penalty: 731.210388
	Iteration 22Q: 3 clusters Score -126852.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -126857.164062 Penalty: 731.210388
	Iteration 23Q: 3 clusters Score -126857.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -126859.648438 Penalty: 731.210388
	Iteration 24Q: 3 clusters Score -126859.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -126860.929688 Penalty: 731.210388
	Iteration 25Q: 3 clusters Score -126860.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -126861.296875 Penalty: 731.210388
	Iteration 26Q: 3 clusters Score -126861.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -126862.640625 Penalty: 731.210388
	Iteration 27Q: 3 clusters Score -126862.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -126863.046875 Penalty: 731.210388
	Iteration 28Q: 3 clusters Score -126863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -126863.718750 Penalty: 731.210388
	Iteration 29Q: 3 clusters Score -126863.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -126864.664062 Penalty: 731.210388
	Iteration 30Q: 3 clusters Score -126864.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -126865.031250 Penalty: 731.210388
	Iteration 31Q: 3 clusters Score -126865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -126865.343750 Penalty: 731.210388
	Iteration 32Q: 3 clusters Score -126865.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -126865.343750 Penalty: 731.210388
	Iteration 33F: 3 clusters Score -126865.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -33579.812500 Penalty: 306.585938
	Iteration 0F: 2 clusters Score -33579.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -32869.808594 Penalty: 613.171875
	Iteration 0F: 3 clusters Score -32869.81 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -33065.085938 Penalty: 613.171875
	Iteration 1F: 3 clusters Score -33065.09 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -33105.976562 Penalty: 613.171875
	Iteration 2F: 3 clusters Score -33105.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -33133.527344 Penalty: 613.171875
	Iteration 3F: 3 clusters Score -33133.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -33151.925781 Penalty: 613.171875
	Iteration 4Q: 3 clusters Score -33151.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -33173.714844 Penalty: 613.171875
	Iteration 5Q: 3 clusters Score -33173.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -33194.519531 Penalty: 613.171875
	Iteration 6Q: 3 clusters Score -33194.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -33207.679688 Penalty: 613.171875
	Iteration 7Q: 3 clusters Score -33207.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -33218.691406 Penalty: 613.171875
	Iteration 8Q: 3 clusters Score -33218.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -33225.546875 Penalty: 613.171875
	Iteration 9Q: 3 clusters Score -33225.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -33231.414062 Penalty: 613.171875
	Iteration 10Q: 3 clusters Score -33231.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -33235.785156 Penalty: 613.171875
	Iteration 11Q: 3 clusters Score -33235.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -33240.933594 Penalty: 613.171875
	Iteration 12Q: 3 clusters Score -33240.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -33242.980469 Penalty: 613.171875
	Iteration 13Q: 3 clusters Score -33242.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -33243.613281 Penalty: 613.171875
	Iteration 14Q: 3 clusters Score -33243.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -33243.683594 Penalty: 613.171875
	Iteration 15Q: 3 clusters Score -33243.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -33243.683594 Penalty: 613.171875
	Iteration 16F: 3 clusters Score -33243.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Entering Unmasked Estep 
Score: -139280.015625 Penalty: 370.964325
	Iteration 0F: 2 clusters Score -139280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -136849.015625 Penalty: 741.928650
	Iteration 0F: 3 clusters Score -136849 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -137703.765625 Penalty: 741.928650
	Iteration 1F: 3 clusters Score -137703.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -137798.453125 Penalty: 741.928650
	Iteration 2F: 3 clusters Score -137798.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -137882.937500 Penalty: 741.928650
	Iteration 3F: 3 clusters Score -137882.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -137960.687500 Penalty: 741.928650
	Iteration 4Q: 3 clusters Score -137960.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -138058.343750 Penalty: 741.928650
	Iteration 5Q: 3 clusters Score -138058.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -138150.328125 Penalty: 741.928650
	Iteration 6Q: 3 clusters Score -138150.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -138243.703125 Penalty: 741.928650
	Iteration 7Q: 3 clusters Score -138243.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -138355.921875 Penalty: 741.928650
	Iteration 8Q: 3 clusters Score -138355.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -138508.015625 Penalty: 741.928650
	Iteration 9F: 3 clusters Score -138508 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -138632.359375 Penalty: 741.928650
	Iteration 10F: 3 clusters Score -138632.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -138715.531250 Penalty: 741.928650
	Iteration 11Q: 3 clusters Score -138715.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -138772.093750 Penalty: 741.928650
	Iteration 12Q: 3 clusters Score -138772.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -138803.562500 Penalty: 741.928650
	Iteration 13Q: 3 clusters Score -138803.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -138829.890625 Penalty: 741.928650
	Iteration 14Q: 3 clusters Score -138829.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -138856.281250 Penalty: 741.928650
	Iteration 15Q: 3 clusters Score -138856.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -138876.343750 Penalty: 741.928650
	Iteration 16Q: 3 clusters Score -138876.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -138886.250000 Penalty: 741.928650
	Iteration 17Q: 3 clusters Score -138886.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -138895.687500 Penalty: 741.928650
	Iteration 18Q: 3 clusters Score -138895.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -138904.484375 Penalty: 741.928650
	Iteration 19Q: 3 clusters Score -138904.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -138915.359375 Penalty: 741.928650
	Iteration 20F: 3 clusters Score -138915.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -138924.453125 Penalty: 741.928650
	Iteration 21Q: 3 clusters Score -138924.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -138932.656250 Penalty: 741.928650
	Iteration 22Q: 3 clusters Score -138932.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -138939.531250 Penalty: 741.928650
	Iteration 23Q: 3 clusters Score -138939.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -138947.109375 Penalty: 741.928650
	Iteration 24Q: 3 clusters Score -138947.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -138953.484375 Penalty: 741.928650
	Iteration 25Q: 3 clusters Score -138953.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -138960.406250 Penalty: 741.928650
	Iteration 26Q: 3 clusters Score -138960.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -138971.734375 Penalty: 741.928650
	Iteration 27Q: 3 clusters Score -138971.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -138978.468750 Penalty: 741.928650
	Iteration 28Q: 3 clusters Score -138978.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -138984.890625 Penalty: 741.928650
	Iteration 29Q: 3 clusters Score -138984.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -138994.265625 Penalty: 741.928650
	Iteration 30Q: 3 clusters Score -138994.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -139003.609375 Penalty: 741.928650
	Iteration 31Q: 3 clusters Score -139003.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -139013.765625 Penalty: 741.928650
	Iteration 32Q: 3 clusters Score -139013.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -139021.921875 Penalty: 741.928650
	Iteration 33Q: 3 clusters Score -139021.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -139031.453125 Penalty: 741.928650
	Iteration 34Q: 3 clusters Score -139031.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -139039.328125 Penalty: 741.928650
	Iteration 35Q: 3 clusters Score -139039.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -139047.250000 Penalty: 741.928650
	Iteration 36Q: 3 clusters Score -139047.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -139054.890625 Penalty: 741.928650
	Iteration 37Q: 3 clusters Score -139054.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -139062.703125 Penalty: 741.928650
	Iteration 38Q: 3 clusters Score -139062.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -139070.031250 Penalty: 741.928650
	Iteration 39Q: 3 clusters Score -139070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -139075.234375 Penalty: 741.928650
	Iteration 40F: 3 clusters Score -139075.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -139078.828125 Penalty: 741.928650
	Iteration 41Q: 3 clusters Score -139078.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -139081.890625 Penalty: 741.928650
	Iteration 42Q: 3 clusters Score -139081.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -139083.968750 Penalty: 741.928650
	Iteration 43Q: 3 clusters Score -139084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -139084.625000 Penalty: 741.928650
	Iteration 44Q: 3 clusters Score -139084.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -139085.421875 Penalty: 741.928650
	Iteration 45Q: 3 clusters Score -139085.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -139085.421875 Penalty: 741.928650
	Iteration 46F: 3 clusters Score -139085.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Entering Unmasked Estep 
Score: -53897.128906 Penalty: 334.681671
	Iteration 0F: 2 clusters Score -53897.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -52765.148438 Penalty: 669.363342
	Iteration 0F: 3 clusters Score -52765.15 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -53193.000000 Penalty: 669.363342
	Iteration 1F: 3 clusters Score -53193 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -53259.878906 Penalty: 669.363342
	Iteration 2F: 3 clusters Score -53259.88 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -53305.375000 Penalty: 669.363342
	Iteration 3Q: 3 clusters Score -53305.38 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -53344.859375 Penalty: 669.363342
	Iteration 4Q: 3 clusters Score -53344.86 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -53385.046875 Penalty: 669.363342
	Iteration 5Q: 3 clusters Score -53385.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -53433.550781 Penalty: 669.363342
	Iteration 6Q: 3 clusters Score -53433.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -53489.707031 Penalty: 669.363342
	Iteration 7Q: 3 clusters Score -53489.71 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -53546.867188 Penalty: 669.363342
	Iteration 8Q: 3 clusters Score -53546.87 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -53571.312500 Penalty: 669.363342
	Iteration 9Q: 3 clusters Score -53571.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -53583.890625 Penalty: 669.363342
	Iteration 10Q: 3 clusters Score -53583.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -53603.078125 Penalty: 669.363342
	Iteration 11Q: 3 clusters Score -53603.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -53642.695312 Penalty: 669.363342
	Iteration 12Q: 3 clusters Score -53642.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -53674.398438 Penalty: 669.363342
	Iteration 13Q: 3 clusters Score -53674.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -53696.246094 Penalty: 669.363342
	Iteration 14Q: 3 clusters Score -53696.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -53711.800781 Penalty: 669.363342
	Iteration 15Q: 3 clusters Score -53711.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -53728.300781 Penalty: 669.363342
	Iteration 16Q: 3 clusters Score -53728.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -53738.437500 Penalty: 669.363342
	Iteration 17Q: 3 clusters Score -53738.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -53746.933594 Penalty: 669.363342
	Iteration 18Q: 3 clusters Score -53746.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -53749.894531 Penalty: 669.363342
	Iteration 19Q: 3 clusters Score -53749.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -53757.101562 Penalty: 669.363342
	Iteration 20F: 3 clusters Score -53757.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -53763.207031 Penalty: 669.363342
	Iteration 21Q: 3 clusters Score -53763.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -53766.960938 Penalty: 669.363342
	Iteration 22Q: 3 clusters Score -53766.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -53768.011719 Penalty: 669.363342
	Iteration 23Q: 3 clusters Score -53768.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -53769.027344 Penalty: 669.363342
	Iteration 24Q: 3 clusters Score -53769.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -53770.636719 Penalty: 669.363342
	Iteration 25Q: 3 clusters Score -53770.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53773.871094 Penalty: 669.363342
	Iteration 26Q: 3 clusters Score -53773.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -53774.636719 Penalty: 669.363342
	Iteration 27Q: 3 clusters Score -53774.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -53774.636719 Penalty: 669.363342
	Iteration 28F: 3 clusters Score -53774.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Entering Unmasked Estep 
Score: -249262.515625 Penalty: 397.997284
	Iteration 0F: 2 clusters Score -249262.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -245100.296875 Penalty: 795.994568
	Iteration 0F: 3 clusters Score -245100.3 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -247215.968750 Penalty: 795.994568
	Iteration 1F: 3 clusters Score -247216 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -247746.343750 Penalty: 795.994568
	Iteration 2F: 3 clusters Score -247746.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -248144.406250 Penalty: 795.994568
	Iteration 3F: 3 clusters Score -248144.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -248384.328125 Penalty: 795.994568
	Iteration 4F: 3 clusters Score -248384.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -248523.359375 Penalty: 795.994568
	Iteration 5Q: 3 clusters Score -248523.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -248614.109375 Penalty: 795.994568
	Iteration 6Q: 3 clusters Score -248614.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -248702.859375 Penalty: 795.994568
	Iteration 7Q: 3 clusters Score -248702.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -248784.812500 Penalty: 795.994568
	Iteration 8Q: 3 clusters Score -248784.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -248859.062500 Penalty: 795.994568
	Iteration 9Q: 3 clusters Score -248859.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -248939.000000 Penalty: 795.994568
	Iteration 10Q: 3 clusters Score -248939 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -249027.906250 Penalty: 795.994568
	Iteration 11Q: 3 clusters Score -249027.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -249087.640625 Penalty: 795.994568
	Iteration 12Q: 3 clusters Score -249087.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -249123.640625 Penalty: 795.994568
	Iteration 13Q: 3 clusters Score -249123.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -249140.593750 Penalty: 795.994568
	Iteration 14Q: 3 clusters Score -249140.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -249148.484375 Penalty: 795.994568
	Iteration 15Q: 3 clusters Score -249148.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -249150.234375 Penalty: 795.994568
	Iteration 16Q: 3 clusters Score -249150.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -249155.484375 Penalty: 795.994568
	Iteration 17Q: 3 clusters Score -249155.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -249158.703125 Penalty: 795.994568
	Iteration 18Q: 3 clusters Score -249158.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -249162.062500 Penalty: 795.994568
	Iteration 19Q: 3 clusters Score -249162.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -249162.562500 Penalty: 795.994568
	Iteration 20F: 3 clusters Score -249162.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -249163.265625 Penalty: 795.994568
	Iteration 21Q: 3 clusters Score -249163.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -249164.531250 Penalty: 795.994568
	Iteration 22Q: 3 clusters Score -249164.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -249165.015625 Penalty: 795.994568
	Iteration 23Q: 3 clusters Score -249165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -249165.250000 Penalty: 795.994568
	Iteration 24Q: 3 clusters Score -249165.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -249165.875000 Penalty: 795.994568
	Iteration 25Q: 3 clusters Score -249165.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -249166.703125 Penalty: 795.994568
	Iteration 26Q: 3 clusters Score -249166.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -249166.906250 Penalty: 795.994568
	Iteration 27Q: 3 clusters Score -249166.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -249167.062500 Penalty: 795.994568
	Iteration 28Q: 3 clusters Score -249167.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -249167.859375 Penalty: 795.994568
	Iteration 29Q: 3 clusters Score -249167.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -249168.593750 Penalty: 795.994568
	Iteration 30Q: 3 clusters Score -249168.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -249168.953125 Penalty: 795.994568
	Iteration 31Q: 3 clusters Score -249169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -249169.359375 Penalty: 795.994568
	Iteration 32Q: 3 clusters Score -249169.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -249169.171875 Penalty: 795.994568
	Iteration 33Q: 3 clusters Score -249169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -249169.531250 Penalty: 795.994568
	Iteration 34Q: 3 clusters Score -249169.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -249170.968750 Penalty: 795.994568
	Iteration 35Q: 3 clusters Score -249171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -249171.281250 Penalty: 795.994568
	Iteration 36Q: 3 clusters Score -249171.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -249171.281250 Penalty: 795.994568
	Iteration 37F: 3 clusters Score -249171.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Entering Unmasked Estep 
Score: -136925.171875 Penalty: 371.485229
	Iteration 0F: 2 clusters Score -136925.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -134592.187500 Penalty: 742.970459
	Iteration 0F: 3 clusters Score -134592.2 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -135580.218750 Penalty: 742.970459
	Iteration 1F: 3 clusters Score -135580.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -135855.234375 Penalty: 742.970459
	Iteration 2F: 3 clusters Score -135855.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -136087.609375 Penalty: 742.970459
	Iteration 3F: 3 clusters Score -136087.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -136259.531250 Penalty: 742.970459
	Iteration 4F: 3 clusters Score -136259.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -136362.812500 Penalty: 742.970459
	Iteration 5F: 3 clusters Score -136362.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -136439.953125 Penalty: 742.970459
	Iteration 6Q: 3 clusters Score -136440 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -136487.921875 Penalty: 742.970459
	Iteration 7Q: 3 clusters Score -136487.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -136527.031250 Penalty: 742.970459
	Iteration 8Q: 3 clusters Score -136527 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -136560.000000 Penalty: 742.970459
	Iteration 9Q: 3 clusters Score -136560 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -136585.484375 Penalty: 742.970459
	Iteration 10Q: 3 clusters Score -136585.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -136604.843750 Penalty: 742.970459
	Iteration 11Q: 3 clusters Score -136604.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -136628.765625 Penalty: 742.970459
	Iteration 12Q: 3 clusters Score -136628.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -136647.281250 Penalty: 742.970459
	Iteration 13Q: 3 clusters Score -136647.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -136659.031250 Penalty: 742.970459
	Iteration 14Q: 3 clusters Score -136659 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -136667.609375 Penalty: 742.970459
	Iteration 15Q: 3 clusters Score -136667.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -136677.296875 Penalty: 742.970459
	Iteration 16Q: 3 clusters Score -136677.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -136686.250000 Penalty: 742.970459
	Iteration 17Q: 3 clusters Score -136686.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -136693.718750 Penalty: 742.970459
	Iteration 18Q: 3 clusters Score -136693.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -136703.296875 Penalty: 742.970459
	Iteration 19Q: 3 clusters Score -136703.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -136710.906250 Penalty: 742.970459
	Iteration 20F: 3 clusters Score -136710.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -136718.593750 Penalty: 742.970459
	Iteration 21Q: 3 clusters Score -136718.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -136725.500000 Penalty: 742.970459
	Iteration 22Q: 3 clusters Score -136725.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -136730.312500 Penalty: 742.970459
	Iteration 23Q: 3 clusters Score -136730.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -136735.593750 Penalty: 742.970459
	Iteration 24Q: 3 clusters Score -136735.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -136741.031250 Penalty: 742.970459
	Iteration 25Q: 3 clusters Score -136741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -136745.890625 Penalty: 742.970459
	Iteration 26Q: 3 clusters Score -136745.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -136750.843750 Penalty: 742.970459
	Iteration 27Q: 3 clusters Score -136750.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -136757.375000 Penalty: 742.970459
	Iteration 28Q: 3 clusters Score -136757.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -136761.421875 Penalty: 742.970459
	Iteration 29Q: 3 clusters Score -136761.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -136766.343750 Penalty: 742.970459
	Iteration 30Q: 3 clusters Score -136766.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -136767.687500 Penalty: 742.970459
	Iteration 31Q: 3 clusters Score -136767.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -136768.937500 Penalty: 742.970459
	Iteration 32Q: 3 clusters Score -136768.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -136770.296875 Penalty: 742.970459
	Iteration 33Q: 3 clusters Score -136770.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -136770.406250 Penalty: 742.970459
	Iteration 34Q: 3 clusters Score -136770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -136771.078125 Penalty: 742.970459
	Iteration 35Q: 3 clusters Score -136771.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -136771.500000 Penalty: 742.970459
	Iteration 36Q: 3 clusters Score -136771.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -136771.968750 Penalty: 742.970459
	Iteration 37Q: 3 clusters Score -136772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -136771.781250 Penalty: 742.970459
	Iteration 38Q: 3 clusters Score -136771.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -136771.781250 Penalty: 742.970459
	Iteration 39F: 3 clusters Score -136771.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Entering Unmasked Estep 
Score: -93301.789062 Penalty: 353.698547
	Iteration 0F: 2 clusters Score -93301.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -91577.367188 Penalty: 707.397095
	Iteration 0F: 3 clusters Score -91577.37 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -92155.210938 Penalty: 707.397095
	Iteration 1F: 3 clusters Score -92155.21 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -92262.062500 Penalty: 707.397095
	Iteration 2F: 3 clusters Score -92262.06 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -92378.062500 Penalty: 707.397095
	Iteration 3F: 3 clusters Score -92378.06 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -92563.890625 Penalty: 707.397095
	Iteration 4F: 3 clusters Score -92563.89 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -92793.359375 Penalty: 707.397095
	Iteration 5F: 3 clusters Score -92793.36 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -93041.773438 Penalty: 707.397095
	Iteration 6F: 3 clusters Score -93041.77 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -93230.687500 Penalty: 707.397095
	Iteration 7F: 3 clusters Score -93230.69 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -93355.250000 Penalty: 707.397095
	Iteration 8F: 3 clusters Score -93355.25 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -93418.195312 Penalty: 707.397095
	Iteration 9Q: 3 clusters Score -93418.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -93462.281250 Penalty: 707.397095
	Iteration 10Q: 3 clusters Score -93462.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -93486.210938 Penalty: 707.397095
	Iteration 11Q: 3 clusters Score -93486.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -93494.523438 Penalty: 707.397095
	Iteration 12Q: 3 clusters Score -93494.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -93503.226562 Penalty: 707.397095
	Iteration 13Q: 3 clusters Score -93503.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -93513.531250 Penalty: 707.397095
	Iteration 14Q: 3 clusters Score -93513.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -93516.515625 Penalty: 707.397095
	Iteration 15Q: 3 clusters Score -93516.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -93519.023438 Penalty: 707.397095
	Iteration 16Q: 3 clusters Score -93519.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -93519.164062 Penalty: 707.397095
	Iteration 17Q: 3 clusters Score -93519.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -93519.359375 Penalty: 707.397095
	Iteration 18Q: 3 clusters Score -93519.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -93519.609375 Penalty: 707.397095
	Iteration 19Q: 3 clusters Score -93519.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -93519.960938 Penalty: 707.397095
	Iteration 20F: 3 clusters Score -93519.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 1667 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 57598 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 605 members 
Mstep: Class 37 contains 2065 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1856 members 
Mstep: Class 41 contains 26453 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 933 members 
Mstep: Class 44 contains 5968 members 
Mstep: Class 45 contains 710 members 
Entering Unmasked Estep 
Score: -28358644.000000 Penalty: 27642.884766
Splitting cluster 7 changes total score from -28358698.000000 to -28358644.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -57146.882812 Penalty: 325.321198
	Iteration 0F: 2 clusters Score -57146.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -56198.175781 Penalty: 650.642395
	Iteration 0F: 3 clusters Score -56198.18 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -56466.085938 Penalty: 650.642395
	Iteration 1F: 3 clusters Score -56466.09 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -56500.339844 Penalty: 650.642395
	Iteration 2F: 3 clusters Score -56500.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -56518.312500 Penalty: 650.642395
	Iteration 3Q: 3 clusters Score -56518.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -56531.800781 Penalty: 650.642395
	Iteration 4Q: 3 clusters Score -56531.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -56547.308594 Penalty: 650.642395
	Iteration 5Q: 3 clusters Score -56547.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -56561.093750 Penalty: 650.642395
	Iteration 6Q: 3 clusters Score -56561.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -56576.343750 Penalty: 650.642395
	Iteration 7Q: 3 clusters Score -56576.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -56585.750000 Penalty: 650.642395
	Iteration 8Q: 3 clusters Score -56585.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -56592.339844 Penalty: 650.642395
	Iteration 9Q: 3 clusters Score -56592.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -56597.496094 Penalty: 650.642395
	Iteration 10Q: 3 clusters Score -56597.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -56602.164062 Penalty: 650.642395
	Iteration 11Q: 3 clusters Score -56602.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -56604.761719 Penalty: 650.642395
	Iteration 12Q: 3 clusters Score -56604.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -56605.656250 Penalty: 650.642395
	Iteration 13Q: 3 clusters Score -56605.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -56606.347656 Penalty: 650.642395
	Iteration 14Q: 3 clusters Score -56606.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -56606.894531 Penalty: 650.642395
	Iteration 15Q: 3 clusters Score -56606.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -56607.554688 Penalty: 650.642395
	Iteration 16Q: 3 clusters Score -56607.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -56607.972656 Penalty: 650.642395
	Iteration 17Q: 3 clusters Score -56607.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -56608.445312 Penalty: 650.642395
	Iteration 18Q: 3 clusters Score -56608.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -56609.386719 Penalty: 650.642395
	Iteration 19Q: 3 clusters Score -56609.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -56610.144531 Penalty: 650.642395
	Iteration 20F: 3 clusters Score -56610.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -56610.679688 Penalty: 650.642395
	Iteration 21Q: 3 clusters Score -56610.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -56610.792969 Penalty: 650.642395
	Iteration 22Q: 3 clusters Score -56610.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -56610.792969 Penalty: 650.642395
	Iteration 23F: 3 clusters Score -56610.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (282871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282871 members 
Entering Unmasked Estep 
Score: -11760804.000000 Penalty: 571.149963
	Iteration 0F: 2 clusters Score -1.17608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141625 members 
Mstep: Class 2 contains 141246 members 
Entering Unmasked Estep 
Score: -11567728.000000 Penalty: 1142.299927
	Iteration 0F: 3 clusters Score -1.156773e+07 nChanged 139697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160568 members 
Mstep: Class 2 contains 122303 members 
Entering Unmasked Estep 
Score: -11660053.000000 Penalty: 1142.299927
	Iteration 1F: 3 clusters Score -1.166005e+07 nChanged 16432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172272 members 
Mstep: Class 2 contains 110599 members 
Entering Unmasked Estep 
Score: -11667707.000000 Penalty: 1142.299927
	Iteration 2F: 3 clusters Score -1.166771e+07 nChanged 18861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187313 members 
Mstep: Class 2 contains 95558 members 
Entering Unmasked Estep 
Score: -11678706.000000 Penalty: 1142.299927
	Iteration 3F: 3 clusters Score -1.167871e+07 nChanged 19604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204689 members 
Mstep: Class 2 contains 78182 members 
Entering Unmasked Estep 
Score: -11692547.000000 Penalty: 1142.299927
	Iteration 4F: 3 clusters Score -1.169255e+07 nChanged 19358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223071 members 
Mstep: Class 2 contains 59800 members 
Entering Unmasked Estep 
Score: -11709150.000000 Penalty: 1142.299927
	Iteration 5F: 3 clusters Score -1.170915e+07 nChanged 17025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239722 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -11724442.000000 Penalty: 1142.299927
	Iteration 6F: 3 clusters Score -1.172444e+07 nChanged 13058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252642 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -11736190.000000 Penalty: 1142.299927
	Iteration 7Q: 3 clusters Score -1.173619e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261832 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -11744319.000000 Penalty: 1142.299927
	Iteration 8Q: 3 clusters Score -1.174432e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268223 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -11749562.000000 Penalty: 1142.299927
	Iteration 9Q: 3 clusters Score -1.174956e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272751 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -11753054.000000 Penalty: 1142.299927
	Iteration 10Q: 3 clusters Score -1.175305e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276050 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -11755528.000000 Penalty: 1142.299927
	Iteration 11Q: 3 clusters Score -1.175553e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278280 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -11757192.000000 Penalty: 1142.299927
	Iteration 12Q: 3 clusters Score -1.175719e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279850 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -11758330.000000 Penalty: 1142.299927
	Iteration 13Q: 3 clusters Score -1.175833e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280845 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -11759036.000000 Penalty: 1142.299927
	Iteration 14Q: 3 clusters Score -1.175904e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281508 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -11759456.000000 Penalty: 1142.299927
	Iteration 15Q: 3 clusters Score -1.175946e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281956 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11759747.000000 Penalty: 1142.299927
	Iteration 16Q: 3 clusters Score -1.175975e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282235 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -11759921.000000 Penalty: 1142.299927
	Iteration 17Q: 3 clusters Score -1.175992e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282426 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11760042.000000 Penalty: 1142.299927
	Iteration 18Q: 3 clusters Score -1.176004e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282560 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -11760134.000000 Penalty: 1142.299927
	Iteration 19Q: 3 clusters Score -1.176013e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282632 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -11760197.000000 Penalty: 1142.299927
	Iteration 20F: 3 clusters Score -1.17602e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282676 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11760245.000000 Penalty: 1142.299927
	Iteration 21Q: 3 clusters Score -1.176024e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282703 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11760279.000000 Penalty: 1142.299927
	Iteration 22Q: 3 clusters Score -1.176028e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282720 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11760282.000000 Penalty: 1142.299927
	Iteration 23Q: 3 clusters Score -1.176028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282725 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11760297.000000 Penalty: 1142.299927
	Iteration 24Q: 3 clusters Score -1.17603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282730 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11760302.000000 Penalty: 1142.299927
	Iteration 25Q: 3 clusters Score -1.17603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282734 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11760306.000000 Penalty: 1142.299927
	Iteration 26Q: 3 clusters Score -1.176031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282737 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11760299.000000 Penalty: 1142.299927
	Iteration 27Q: 3 clusters Score -1.17603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282738 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11760296.000000 Penalty: 1142.299927
	Iteration 28Q: 3 clusters Score -1.17603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282742 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11760299.000000 Penalty: 1142.299927
	Iteration 29Q: 3 clusters Score -1.17603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282744 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11760303.000000 Penalty: 1142.299927
	Iteration 30Q: 3 clusters Score -1.17603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282746 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11760308.000000 Penalty: 1142.299927
	Iteration 31Q: 3 clusters Score -1.176031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282748 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11760313.000000 Penalty: 1142.299927
	Iteration 32Q: 3 clusters Score -1.176031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282749 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11760311.000000 Penalty: 1142.299927
	Iteration 33Q: 3 clusters Score -1.176031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282749 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11760311.000000 Penalty: 1142.299927
	Iteration 34F: 3 clusters Score -1.176031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Entering Unmasked Estep 
Score: -194821.812500 Penalty: 384.649109
	Iteration 0F: 2 clusters Score -194821.8 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 2362 members 
Entering Unmasked Estep 
Score: -191675.796875 Penalty: 769.298218
	Iteration 0F: 3 clusters Score -191675.8 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -192899.296875 Penalty: 769.298218
	Iteration 1F: 3 clusters Score -192899.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -193060.031250 Penalty: 769.298218
	Iteration 2F: 3 clusters Score -193060 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -193249.359375 Penalty: 769.298218
	Iteration 3F: 3 clusters Score -193249.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -193480.750000 Penalty: 769.298218
	Iteration 4F: 3 clusters Score -193480.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -193696.953125 Penalty: 769.298218
	Iteration 5F: 3 clusters Score -193697 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -193926.812500 Penalty: 769.298218
	Iteration 6F: 3 clusters Score -193926.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -194120.765625 Penalty: 769.298218
	Iteration 7F: 3 clusters Score -194120.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -194277.296875 Penalty: 769.298218
	Iteration 8Q: 3 clusters Score -194277.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -194378.796875 Penalty: 769.298218
	Iteration 9Q: 3 clusters Score -194378.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -194447.500000 Penalty: 769.298218
	Iteration 10Q: 3 clusters Score -194447.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -194474.812500 Penalty: 769.298218
	Iteration 11Q: 3 clusters Score -194474.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -194496.984375 Penalty: 769.298218
	Iteration 12Q: 3 clusters Score -194497 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -194515.468750 Penalty: 769.298218
	Iteration 13Q: 3 clusters Score -194515.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -194540.031250 Penalty: 769.298218
	Iteration 14Q: 3 clusters Score -194540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -194554.812500 Penalty: 769.298218
	Iteration 15Q: 3 clusters Score -194554.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -194562.640625 Penalty: 769.298218
	Iteration 16Q: 3 clusters Score -194562.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -194568.671875 Penalty: 769.298218
	Iteration 17Q: 3 clusters Score -194568.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -194574.640625 Penalty: 769.298218
	Iteration 18Q: 3 clusters Score -194574.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -194579.125000 Penalty: 769.298218
	Iteration 19Q: 3 clusters Score -194579.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -194581.625000 Penalty: 769.298218
	Iteration 20F: 3 clusters Score -194581.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -194582.562500 Penalty: 769.298218
	Iteration 21Q: 3 clusters Score -194582.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -194583.250000 Penalty: 769.298218
	Iteration 22Q: 3 clusters Score -194583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -194583.609375 Penalty: 769.298218
	Iteration 23Q: 3 clusters Score -194583.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -194583.703125 Penalty: 769.298218
	Iteration 24Q: 3 clusters Score -194583.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -194583.875000 Penalty: 769.298218
	Iteration 25Q: 3 clusters Score -194583.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -194583.875000 Penalty: 769.298218
	Iteration 26F: 3 clusters Score -194583.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Entering Unmasked Estep 
Score: -589638.500000 Penalty: 435.882416
	Iteration 0F: 2 clusters Score -589638.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -579957.312500 Penalty: 871.764832
	Iteration 0F: 3 clusters Score -579957.3 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -583710.625000 Penalty: 871.764832
	Iteration 1F: 3 clusters Score -583710.6 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -583958.562500 Penalty: 871.764832
	Iteration 2Q: 3 clusters Score -583958.6 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -584301.437500 Penalty: 871.764832
	Iteration 3F: 3 clusters Score -584301.4 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -584856.812500 Penalty: 871.764832
	Iteration 4F: 3 clusters Score -584856.8 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -585718.062500 Penalty: 871.764832
	Iteration 5F: 3 clusters Score -585718.1 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -586754.375000 Penalty: 871.764832
	Iteration 6F: 3 clusters Score -586754.4 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -587755.187500 Penalty: 871.764832
	Iteration 7F: 3 clusters Score -587755.2 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -588551.312500 Penalty: 871.764832
	Iteration 8F: 3 clusters Score -588551.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -588964.875000 Penalty: 871.764832
	Iteration 9Q: 3 clusters Score -588964.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -589152.250000 Penalty: 871.764832
	Iteration 10Q: 3 clusters Score -589152.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -589219.687500 Penalty: 871.764832
	Iteration 11Q: 3 clusters Score -589219.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -589239.437500 Penalty: 871.764832
	Iteration 12Q: 3 clusters Score -589239.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -589245.437500 Penalty: 871.764832
	Iteration 13Q: 3 clusters Score -589245.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -589252.062500 Penalty: 871.764832
	Iteration 14Q: 3 clusters Score -589252.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -589256.625000 Penalty: 871.764832
	Iteration 15Q: 3 clusters Score -589256.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -589260.125000 Penalty: 871.764832
	Iteration 16Q: 3 clusters Score -589260.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -589262.375000 Penalty: 871.764832
	Iteration 17Q: 3 clusters Score -589262.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -589263.375000 Penalty: 871.764832
	Iteration 18Q: 3 clusters Score -589263.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -589263.375000 Penalty: 871.764832
	Iteration 19F: 3 clusters Score -589263.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Entering Unmasked Estep 
Score: -513737.406250 Penalty: 431.830109
	Iteration 0F: 2 clusters Score -513737.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -504893.625000 Penalty: 863.660217
	Iteration 0F: 3 clusters Score -504893.6 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -508557.031250 Penalty: 863.660217
	Iteration 1F: 3 clusters Score -508557 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -509275.500000 Penalty: 863.660217
	Iteration 2F: 3 clusters Score -509275.5 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -510257.031250 Penalty: 863.660217
	Iteration 3F: 3 clusters Score -510257 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -511462.843750 Penalty: 863.660217
	Iteration 4F: 3 clusters Score -511462.8 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -512438.531250 Penalty: 863.660217
	Iteration 5F: 3 clusters Score -512438.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -513009.281250 Penalty: 863.660217
	Iteration 6Q: 3 clusters Score -513009.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -513232.531250 Penalty: 863.660217
	Iteration 7Q: 3 clusters Score -513232.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -513321.343750 Penalty: 863.660217
	Iteration 8Q: 3 clusters Score -513321.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -513346.562500 Penalty: 863.660217
	Iteration 9Q: 3 clusters Score -513346.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -513358.593750 Penalty: 863.660217
	Iteration 10Q: 3 clusters Score -513358.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -513368.250000 Penalty: 863.660217
	Iteration 11Q: 3 clusters Score -513368.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -513375.125000 Penalty: 863.660217
	Iteration 12Q: 3 clusters Score -513375.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -513375.718750 Penalty: 863.660217
	Iteration 13Q: 3 clusters Score -513375.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -513378.718750 Penalty: 863.660217
	Iteration 14Q: 3 clusters Score -513378.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -513381.750000 Penalty: 863.660217
	Iteration 15Q: 3 clusters Score -513381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -513384.687500 Penalty: 863.660217
	Iteration 16Q: 3 clusters Score -513384.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -513385.218750 Penalty: 863.660217
	Iteration 17Q: 3 clusters Score -513385.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -513385.281250 Penalty: 863.660217
	Iteration 18Q: 3 clusters Score -513385.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -513385.281250 Penalty: 863.660217
	Iteration 19F: 3 clusters Score -513385.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Entering Unmasked Estep 
Score: -1013190.000000 Penalty: 460.324646
	Iteration 0F: 2 clusters Score -1013190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -996656.687500 Penalty: 920.649292
	Iteration 0F: 3 clusters Score -996656.7 nChanged 11832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1004462.000000 Penalty: 920.649292
	Iteration 1F: 3 clusters Score -1004462 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1005300.687500 Penalty: 920.649292
	Iteration 2F: 3 clusters Score -1005301 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1006423.875000 Penalty: 920.649292
	Iteration 3F: 3 clusters Score -1006424 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1007798.437500 Penalty: 920.649292
	Iteration 4F: 3 clusters Score -1007798 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -1009003.000000 Penalty: 920.649292
	Iteration 5F: 3 clusters Score -1009003 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -1009693.875000 Penalty: 920.649292
	Iteration 6Q: 3 clusters Score -1009694 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -1010015.875000 Penalty: 920.649292
	Iteration 7Q: 3 clusters Score -1010016 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -1010258.375000 Penalty: 920.649292
	Iteration 8Q: 3 clusters Score -1010258 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -1010482.875000 Penalty: 920.649292
	Iteration 9Q: 3 clusters Score -1010483 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -1010716.500000 Penalty: 920.649292
	Iteration 10Q: 3 clusters Score -1010716 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -1010966.875000 Penalty: 920.649292
	Iteration 11Q: 3 clusters Score -1010967 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -1011222.125000 Penalty: 920.649292
	Iteration 12Q: 3 clusters Score -1011222 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -1011486.375000 Penalty: 920.649292
	Iteration 13Q: 3 clusters Score -1011486 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -1011728.500000 Penalty: 920.649292
	Iteration 14Q: 3 clusters Score -1011728 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -1011954.375000 Penalty: 920.649292
	Iteration 15Q: 3 clusters Score -1011954 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -1012121.312500 Penalty: 920.649292
	Iteration 16Q: 3 clusters Score -1012121 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -1012263.187500 Penalty: 920.649292
	Iteration 17Q: 3 clusters Score -1012263 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -1012367.375000 Penalty: 920.649292
	Iteration 18Q: 3 clusters Score -1012367 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -1012460.250000 Penalty: 920.649292
	Iteration 19Q: 3 clusters Score -1012460 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -1012527.187500 Penalty: 920.649292
	Iteration 20F: 3 clusters Score -1012527 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -1012571.812500 Penalty: 920.649292
	Iteration 21Q: 3 clusters Score -1012572 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -1012615.000000 Penalty: 920.649292
	Iteration 22Q: 3 clusters Score -1012615 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -1012644.312500 Penalty: 920.649292
	Iteration 23Q: 3 clusters Score -1012644 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -1012675.000000 Penalty: 920.649292
	Iteration 24Q: 3 clusters Score -1012675 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -1012696.562500 Penalty: 920.649292
	Iteration 25Q: 3 clusters Score -1012697 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -1012716.000000 Penalty: 920.649292
	Iteration 26Q: 3 clusters Score -1012716 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -1012739.000000 Penalty: 920.649292
	Iteration 27Q: 3 clusters Score -1012739 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -1012755.562500 Penalty: 920.649292
	Iteration 28Q: 3 clusters Score -1012756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -1012771.750000 Penalty: 920.649292
	Iteration 29Q: 3 clusters Score -1012772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -1012781.187500 Penalty: 920.649292
	Iteration 30Q: 3 clusters Score -1012781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -1012789.875000 Penalty: 920.649292
	Iteration 31Q: 3 clusters Score -1012790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -1012795.125000 Penalty: 920.649292
	Iteration 32Q: 3 clusters Score -1012795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -1012802.250000 Penalty: 920.649292
	Iteration 33Q: 3 clusters Score -1012802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -1012807.000000 Penalty: 920.649292
	Iteration 34Q: 3 clusters Score -1012807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -1012807.937500 Penalty: 920.649292
	Iteration 35Q: 3 clusters Score -1012808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -1012811.250000 Penalty: 920.649292
	Iteration 36Q: 3 clusters Score -1012811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -1012812.937500 Penalty: 920.649292
	Iteration 37Q: 3 clusters Score -1012813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -1012813.375000 Penalty: 920.649292
	Iteration 38Q: 3 clusters Score -1012813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -1012815.812500 Penalty: 920.649292
	Iteration 39Q: 3 clusters Score -1012816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -1012814.687500 Penalty: 920.649292
	Iteration 40F: 3 clusters Score -1012815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -1012815.812500 Penalty: 920.649292
	Iteration 41Q: 3 clusters Score -1012816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -1012817.812500 Penalty: 920.649292
	Iteration 42Q: 3 clusters Score -1012818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -1012819.812500 Penalty: 920.649292
	Iteration 43Q: 3 clusters Score -1012820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -1012822.437500 Penalty: 920.649292
	Iteration 44Q: 3 clusters Score -1012822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -1012821.750000 Penalty: 920.649292
	Iteration 45Q: 3 clusters Score -1012822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -1012823.937500 Penalty: 920.649292
	Iteration 46Q: 3 clusters Score -1012824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -1012825.750000 Penalty: 920.649292
	Iteration 47Q: 3 clusters Score -1012826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -1012826.000000 Penalty: 920.649292
	Iteration 48Q: 3 clusters Score -1012826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -1012824.250000 Penalty: 920.649292
	Iteration 49Q: 3 clusters Score -1012824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -1012826.937500 Penalty: 920.649292
	Iteration 50Q: 3 clusters Score -1012827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -1012826.937500 Penalty: 920.649292
	Iteration 51F: 3 clusters Score -1012827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Entering Unmasked Estep 
Score: -134763.062500 Penalty: 371.446350
	Iteration 0F: 2 clusters Score -134763.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -132357.296875 Penalty: 742.892700
	Iteration 0F: 3 clusters Score -132357.3 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -133211.750000 Penalty: 742.892700
	Iteration 1F: 3 clusters Score -133211.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -133356.203125 Penalty: 742.892700
	Iteration 2F: 3 clusters Score -133356.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -133488.484375 Penalty: 742.892700
	Iteration 3F: 3 clusters Score -133488.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -133607.250000 Penalty: 742.892700
	Iteration 4F: 3 clusters Score -133607.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -133704.750000 Penalty: 742.892700
	Iteration 5F: 3 clusters Score -133704.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -133799.328125 Penalty: 742.892700
	Iteration 6Q: 3 clusters Score -133799.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -133860.218750 Penalty: 742.892700
	Iteration 7Q: 3 clusters Score -133860.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -133897.156250 Penalty: 742.892700
	Iteration 8Q: 3 clusters Score -133897.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -133927.171875 Penalty: 742.892700
	Iteration 9Q: 3 clusters Score -133927.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -133953.171875 Penalty: 742.892700
	Iteration 10Q: 3 clusters Score -133953.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -133973.281250 Penalty: 742.892700
	Iteration 11Q: 3 clusters Score -133973.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -133990.171875 Penalty: 742.892700
	Iteration 12Q: 3 clusters Score -133990.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -134006.406250 Penalty: 742.892700
	Iteration 13Q: 3 clusters Score -134006.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -134016.140625 Penalty: 742.892700
	Iteration 14Q: 3 clusters Score -134016.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -134023.000000 Penalty: 742.892700
	Iteration 15Q: 3 clusters Score -134023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -134027.531250 Penalty: 742.892700
	Iteration 16Q: 3 clusters Score -134027.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -134031.000000 Penalty: 742.892700
	Iteration 17Q: 3 clusters Score -134031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -134033.046875 Penalty: 742.892700
	Iteration 18Q: 3 clusters Score -134033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -134034.531250 Penalty: 742.892700
	Iteration 19Q: 3 clusters Score -134034.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -134035.375000 Penalty: 742.892700
	Iteration 20F: 3 clusters Score -134035.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -134036.218750 Penalty: 742.892700
	Iteration 21Q: 3 clusters Score -134036.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -134036.671875 Penalty: 742.892700
	Iteration 22Q: 3 clusters Score -134036.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -134037.000000 Penalty: 742.892700
	Iteration 23Q: 3 clusters Score -134037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -134037.125000 Penalty: 742.892700
	Iteration 24Q: 3 clusters Score -134037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -134037.046875 Penalty: 742.892700
	Iteration 25Q: 3 clusters Score -134037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -134037.593750 Penalty: 742.892700
	Iteration 26Q: 3 clusters Score -134037.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -134037.812500 Penalty: 742.892700
	Iteration 27Q: 3 clusters Score -134037.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -134037.781250 Penalty: 742.892700
	Iteration 28Q: 3 clusters Score -134037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -134038.062500 Penalty: 742.892700
	Iteration 29Q: 3 clusters Score -134038.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -134038.171875 Penalty: 742.892700
	Iteration 30Q: 3 clusters Score -134038.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -134038.265625 Penalty: 742.892700
	Iteration 31Q: 3 clusters Score -134038.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -134038.265625 Penalty: 742.892700
	Iteration 32Q: 3 clusters Score -134038.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -134038.515625 Penalty: 742.892700
	Iteration 33Q: 3 clusters Score -134038.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -134039.218750 Penalty: 742.892700
	Iteration 34Q: 3 clusters Score -134039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -134039.593750 Penalty: 742.892700
	Iteration 35Q: 3 clusters Score -134039.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -134040.234375 Penalty: 742.892700
	Iteration 36Q: 3 clusters Score -134040.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -134040.734375 Penalty: 742.892700
	Iteration 37Q: 3 clusters Score -134040.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -134041.250000 Penalty: 742.892700
	Iteration 38Q: 3 clusters Score -134041.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -134041.625000 Penalty: 742.892700
	Iteration 39Q: 3 clusters Score -134041.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -134041.640625 Penalty: 742.892700
	Iteration 40F: 3 clusters Score -134041.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -134041.984375 Penalty: 742.892700
	Iteration 41Q: 3 clusters Score -134042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -134041.859375 Penalty: 742.892700
	Iteration 42Q: 3 clusters Score -134041.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -134042.078125 Penalty: 742.892700
	Iteration 43Q: 3 clusters Score -134042.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -134041.984375 Penalty: 742.892700
	Iteration 44Q: 3 clusters Score -134042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -134042.140625 Penalty: 742.892700
	Iteration 45Q: 3 clusters Score -134042.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -134042.250000 Penalty: 742.892700
	Iteration 46Q: 3 clusters Score -134042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -134042.312500 Penalty: 742.892700
	Iteration 47Q: 3 clusters Score -134042.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -134042.937500 Penalty: 742.892700
	Iteration 48Q: 3 clusters Score -134042.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -134043.218750 Penalty: 742.892700
	Iteration 49Q: 3 clusters Score -134043.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -134043.968750 Penalty: 742.892700
	Iteration 50Q: 3 clusters Score -134044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -134044.078125 Penalty: 742.892700
	Iteration 51Q: 3 clusters Score -134044.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -134044.515625 Penalty: 742.892700
	Iteration 52Q: 3 clusters Score -134044.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -134044.796875 Penalty: 742.892700
	Iteration 53Q: 3 clusters Score -134044.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -134045.187500 Penalty: 742.892700
	Iteration 54Q: 3 clusters Score -134045.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -134046.187500 Penalty: 742.892700
	Iteration 55Q: 3 clusters Score -134046.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -134047.453125 Penalty: 742.892700
	Iteration 56Q: 3 clusters Score -134047.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -134048.765625 Penalty: 742.892700
	Iteration 57Q: 3 clusters Score -134048.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -134049.187500 Penalty: 742.892700
	Iteration 58Q: 3 clusters Score -134049.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -134049.765625 Penalty: 742.892700
	Iteration 59Q: 3 clusters Score -134049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -134049.953125 Penalty: 742.892700
	Iteration 60F: 3 clusters Score -134050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -134050.484375 Penalty: 742.892700
	Iteration 61Q: 3 clusters Score -134050.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -134050.750000 Penalty: 742.892700
	Iteration 62Q: 3 clusters Score -134050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -134050.750000 Penalty: 742.892700
	Iteration 63F: 3 clusters Score -134050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -89138.507812 Penalty: 351.321381
	Iteration 0F: 2 clusters Score -89138.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -87537.609375 Penalty: 702.642761
	Iteration 0F: 3 clusters Score -87537.61 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -88093.015625 Penalty: 702.642761
	Iteration 1F: 3 clusters Score -88093.02 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -88188.492188 Penalty: 702.642761
	Iteration 2F: 3 clusters Score -88188.49 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -88244.234375 Penalty: 702.642761
	Iteration 3F: 3 clusters Score -88244.23 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -88297.132812 Penalty: 702.642761
	Iteration 4Q: 3 clusters Score -88297.13 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -88346.125000 Penalty: 702.642761
	Iteration 5Q: 3 clusters Score -88346.12 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -88392.593750 Penalty: 702.642761
	Iteration 6Q: 3 clusters Score -88392.59 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -88433.484375 Penalty: 702.642761
	Iteration 7Q: 3 clusters Score -88433.48 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -88472.132812 Penalty: 702.642761
	Iteration 8Q: 3 clusters Score -88472.13 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -88513.484375 Penalty: 702.642761
	Iteration 9Q: 3 clusters Score -88513.48 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -88554.890625 Penalty: 702.642761
	Iteration 10Q: 3 clusters Score -88554.89 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -88576.257812 Penalty: 702.642761
	Iteration 11Q: 3 clusters Score -88576.26 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -88595.914062 Penalty: 702.642761
	Iteration 12Q: 3 clusters Score -88595.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -88611.031250 Penalty: 702.642761
	Iteration 13Q: 3 clusters Score -88611.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -88621.343750 Penalty: 702.642761
	Iteration 14Q: 3 clusters Score -88621.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -88627.414062 Penalty: 702.642761
	Iteration 15Q: 3 clusters Score -88627.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -88632.351562 Penalty: 702.642761
	Iteration 16Q: 3 clusters Score -88632.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -88638.406250 Penalty: 702.642761
	Iteration 17Q: 3 clusters Score -88638.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -88642.734375 Penalty: 702.642761
	Iteration 18Q: 3 clusters Score -88642.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -88653.039062 Penalty: 702.642761
	Iteration 19Q: 3 clusters Score -88653.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -88661.554688 Penalty: 702.642761
	Iteration 20F: 3 clusters Score -88661.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -88664.492188 Penalty: 702.642761
	Iteration 21Q: 3 clusters Score -88664.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -88667.320312 Penalty: 702.642761
	Iteration 22Q: 3 clusters Score -88667.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -88671.671875 Penalty: 702.642761
	Iteration 23Q: 3 clusters Score -88671.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -88675.218750 Penalty: 702.642761
	Iteration 24Q: 3 clusters Score -88675.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -88678.164062 Penalty: 702.642761
	Iteration 25Q: 3 clusters Score -88678.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -88679.820312 Penalty: 702.642761
	Iteration 26Q: 3 clusters Score -88679.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -88681.171875 Penalty: 702.642761
	Iteration 27Q: 3 clusters Score -88681.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -88682.085938 Penalty: 702.642761
	Iteration 28Q: 3 clusters Score -88682.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -88683.359375 Penalty: 702.642761
	Iteration 29Q: 3 clusters Score -88683.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -88684.226562 Penalty: 702.642761
	Iteration 30Q: 3 clusters Score -88684.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -88685.625000 Penalty: 702.642761
	Iteration 31Q: 3 clusters Score -88685.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -88686.804688 Penalty: 702.642761
	Iteration 32Q: 3 clusters Score -88686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -88688.218750 Penalty: 702.642761
	Iteration 33Q: 3 clusters Score -88688.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -88689.164062 Penalty: 702.642761
	Iteration 34Q: 3 clusters Score -88689.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -88689.710938 Penalty: 702.642761
	Iteration 35Q: 3 clusters Score -88689.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -88690.039062 Penalty: 702.642761
	Iteration 36Q: 3 clusters Score -88690.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -88690.679688 Penalty: 702.642761
	Iteration 37Q: 3 clusters Score -88690.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -88690.679688 Penalty: 702.642761
	Iteration 38F: 3 clusters Score -88690.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Entering Unmasked Estep 
Score: -70217.835938 Penalty: 341.524902
	Iteration 0F: 2 clusters Score -70217.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -68902.546875 Penalty: 683.049805
	Iteration 0F: 3 clusters Score -68902.55 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -69422.156250 Penalty: 683.049805
	Iteration 1F: 3 clusters Score -69422.16 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -69571.351562 Penalty: 683.049805
	Iteration 2F: 3 clusters Score -69571.35 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -69660.617188 Penalty: 683.049805
	Iteration 3F: 3 clusters Score -69660.62 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -69747.507812 Penalty: 683.049805
	Iteration 4F: 3 clusters Score -69747.51 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -69829.859375 Penalty: 683.049805
	Iteration 5F: 3 clusters Score -69829.86 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -69884.406250 Penalty: 683.049805
	Iteration 6Q: 3 clusters Score -69884.41 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69931.000000 Penalty: 683.049805
	Iteration 7Q: 3 clusters Score -69931 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69968.140625 Penalty: 683.049805
	Iteration 8Q: 3 clusters Score -69968.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -69994.898438 Penalty: 683.049805
	Iteration 9Q: 3 clusters Score -69994.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -70009.281250 Penalty: 683.049805
	Iteration 10Q: 3 clusters Score -70009.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -70015.742188 Penalty: 683.049805
	Iteration 11Q: 3 clusters Score -70015.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -70018.570312 Penalty: 683.049805
	Iteration 12Q: 3 clusters Score -70018.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -70019.148438 Penalty: 683.049805
	Iteration 13Q: 3 clusters Score -70019.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -70019.929688 Penalty: 683.049805
	Iteration 14Q: 3 clusters Score -70019.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -70022.546875 Penalty: 683.049805
	Iteration 15Q: 3 clusters Score -70022.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -70027.250000 Penalty: 683.049805
	Iteration 16Q: 3 clusters Score -70027.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -70031.937500 Penalty: 683.049805
	Iteration 17Q: 3 clusters Score -70031.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -70034.609375 Penalty: 683.049805
	Iteration 18Q: 3 clusters Score -70034.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -70034.796875 Penalty: 683.049805
	Iteration 19Q: 3 clusters Score -70034.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -70035.515625 Penalty: 683.049805
	Iteration 20F: 3 clusters Score -70035.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -70036.960938 Penalty: 683.049805
	Iteration 21Q: 3 clusters Score -70036.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -70037.140625 Penalty: 683.049805
	Iteration 22Q: 3 clusters Score -70037.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -70037.140625 Penalty: 683.049805
	Iteration 23F: 3 clusters Score -70037.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Entering Unmasked Estep 
Score: -143395.406250 Penalty: 373.918030
	Iteration 0F: 2 clusters Score -143395.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -140900.500000 Penalty: 747.836060
	Iteration 0F: 3 clusters Score -140900.5 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -141854.375000 Penalty: 747.836060
	Iteration 1F: 3 clusters Score -141854.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -141989.718750 Penalty: 747.836060
	Iteration 2F: 3 clusters Score -141989.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -142098.156250 Penalty: 747.836060
	Iteration 3F: 3 clusters Score -142098.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -142214.296875 Penalty: 747.836060
	Iteration 4F: 3 clusters Score -142214.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -142320.203125 Penalty: 747.836060
	Iteration 5Q: 3 clusters Score -142320.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -142425.843750 Penalty: 747.836060
	Iteration 6Q: 3 clusters Score -142425.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -142529.406250 Penalty: 747.836060
	Iteration 7Q: 3 clusters Score -142529.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -142602.750000 Penalty: 747.836060
	Iteration 8Q: 3 clusters Score -142602.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -142646.984375 Penalty: 747.836060
	Iteration 9Q: 3 clusters Score -142647 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -142672.546875 Penalty: 747.836060
	Iteration 10Q: 3 clusters Score -142672.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -142689.796875 Penalty: 747.836060
	Iteration 11Q: 3 clusters Score -142689.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -142707.125000 Penalty: 747.836060
	Iteration 12Q: 3 clusters Score -142707.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -142723.343750 Penalty: 747.836060
	Iteration 13Q: 3 clusters Score -142723.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -142742.437500 Penalty: 747.836060
	Iteration 14Q: 3 clusters Score -142742.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -142777.187500 Penalty: 747.836060
	Iteration 15Q: 3 clusters Score -142777.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -142813.843750 Penalty: 747.836060
	Iteration 16Q: 3 clusters Score -142813.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -142855.171875 Penalty: 747.836060
	Iteration 17Q: 3 clusters Score -142855.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142898.859375 Penalty: 747.836060
	Iteration 18Q: 3 clusters Score -142898.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -142938.406250 Penalty: 747.836060
	Iteration 19Q: 3 clusters Score -142938.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -142970.015625 Penalty: 747.836060
	Iteration 20F: 3 clusters Score -142970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -143001.171875 Penalty: 747.836060
	Iteration 21Q: 3 clusters Score -143001.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -143035.562500 Penalty: 747.836060
	Iteration 22Q: 3 clusters Score -143035.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -143056.109375 Penalty: 747.836060
	Iteration 23Q: 3 clusters Score -143056.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -143075.421875 Penalty: 747.836060
	Iteration 24Q: 3 clusters Score -143075.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -143090.796875 Penalty: 747.836060
	Iteration 25Q: 3 clusters Score -143090.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -143100.265625 Penalty: 747.836060
	Iteration 26Q: 3 clusters Score -143100.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -143106.515625 Penalty: 747.836060
	Iteration 27Q: 3 clusters Score -143106.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -143111.171875 Penalty: 747.836060
	Iteration 28Q: 3 clusters Score -143111.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -143118.453125 Penalty: 747.836060
	Iteration 29Q: 3 clusters Score -143118.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -143123.359375 Penalty: 747.836060
	Iteration 30Q: 3 clusters Score -143123.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -143129.843750 Penalty: 747.836060
	Iteration 31Q: 3 clusters Score -143129.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -143140.687500 Penalty: 747.836060
	Iteration 32Q: 3 clusters Score -143140.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -143149.828125 Penalty: 747.836060
	Iteration 33Q: 3 clusters Score -143149.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -143154.562500 Penalty: 747.836060
	Iteration 34Q: 3 clusters Score -143154.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -143160.171875 Penalty: 747.836060
	Iteration 35Q: 3 clusters Score -143160.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -143163.875000 Penalty: 747.836060
	Iteration 36Q: 3 clusters Score -143163.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -143165.671875 Penalty: 747.836060
	Iteration 37Q: 3 clusters Score -143165.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -143167.515625 Penalty: 747.836060
	Iteration 38Q: 3 clusters Score -143167.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -143168.187500 Penalty: 747.836060
	Iteration 39Q: 3 clusters Score -143168.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -143169.796875 Penalty: 747.836060
	Iteration 40F: 3 clusters Score -143169.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -143172.984375 Penalty: 747.836060
	Iteration 41Q: 3 clusters Score -143173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -143173.625000 Penalty: 747.836060
	Iteration 42Q: 3 clusters Score -143173.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -143174.187500 Penalty: 747.836060
	Iteration 43Q: 3 clusters Score -143174.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -143174.187500 Penalty: 747.836060
	Iteration 44F: 3 clusters Score -143174.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Entering Unmasked Estep 
Score: -185606.062500 Penalty: 384.132355
	Iteration 0F: 2 clusters Score -185606.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -182482.406250 Penalty: 768.264709
	Iteration 0F: 3 clusters Score -182482.4 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -183650.609375 Penalty: 768.264709
	Iteration 1F: 3 clusters Score -183650.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -183782.500000 Penalty: 768.264709
	Iteration 2F: 3 clusters Score -183782.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -183903.250000 Penalty: 768.264709
	Iteration 3F: 3 clusters Score -183903.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -184034.875000 Penalty: 768.264709
	Iteration 4F: 3 clusters Score -184034.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -184200.281250 Penalty: 768.264709
	Iteration 5F: 3 clusters Score -184200.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -184390.890625 Penalty: 768.264709
	Iteration 6F: 3 clusters Score -184390.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -184626.234375 Penalty: 768.264709
	Iteration 7F: 3 clusters Score -184626.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -184841.390625 Penalty: 768.264709
	Iteration 8F: 3 clusters Score -184841.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -185013.281250 Penalty: 768.264709
	Iteration 9Q: 3 clusters Score -185013.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -185132.265625 Penalty: 768.264709
	Iteration 10Q: 3 clusters Score -185132.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -185195.078125 Penalty: 768.264709
	Iteration 11Q: 3 clusters Score -185195.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -185248.156250 Penalty: 768.264709
	Iteration 12Q: 3 clusters Score -185248.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -185275.703125 Penalty: 768.264709
	Iteration 13Q: 3 clusters Score -185275.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -185297.640625 Penalty: 768.264709
	Iteration 14Q: 3 clusters Score -185297.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -185310.921875 Penalty: 768.264709
	Iteration 15Q: 3 clusters Score -185310.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -185326.062500 Penalty: 768.264709
	Iteration 16Q: 3 clusters Score -185326.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -185340.828125 Penalty: 768.264709
	Iteration 17Q: 3 clusters Score -185340.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -185347.484375 Penalty: 768.264709
	Iteration 18Q: 3 clusters Score -185347.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -185352.078125 Penalty: 768.264709
	Iteration 19Q: 3 clusters Score -185352.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -185354.031250 Penalty: 768.264709
	Iteration 20F: 3 clusters Score -185354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -185355.500000 Penalty: 768.264709
	Iteration 21Q: 3 clusters Score -185355.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -185355.953125 Penalty: 768.264709
	Iteration 22Q: 3 clusters Score -185356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -185356.937500 Penalty: 768.264709
	Iteration 23Q: 3 clusters Score -185356.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -185357.187500 Penalty: 768.264709
	Iteration 24Q: 3 clusters Score -185357.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -185357.046875 Penalty: 768.264709
	Iteration 25Q: 3 clusters Score -185357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -185357.562500 Penalty: 768.264709
	Iteration 26Q: 3 clusters Score -185357.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -185358.531250 Penalty: 768.264709
	Iteration 27Q: 3 clusters Score -185358.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -185360.203125 Penalty: 768.264709
	Iteration 28Q: 3 clusters Score -185360.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -185361.156250 Penalty: 768.264709
	Iteration 29Q: 3 clusters Score -185361.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -185362.250000 Penalty: 768.264709
	Iteration 30Q: 3 clusters Score -185362.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -185362.906250 Penalty: 768.264709
	Iteration 31Q: 3 clusters Score -185362.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -185363.546875 Penalty: 768.264709
	Iteration 32Q: 3 clusters Score -185363.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -185363.546875 Penalty: 768.264709
	Iteration 33F: 3 clusters Score -185363.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -49422.046875 Penalty: 328.593506
	Iteration 0F: 2 clusters Score -49422.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -48395.296875 Penalty: 657.187012
	Iteration 0F: 3 clusters Score -48395.3 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -48767.464844 Penalty: 657.187012
	Iteration 1F: 3 clusters Score -48767.46 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -48855.445312 Penalty: 657.187012
	Iteration 2F: 3 clusters Score -48855.45 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -48917.835938 Penalty: 657.187012
	Iteration 3F: 3 clusters Score -48917.84 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -48969.554688 Penalty: 657.187012
	Iteration 4Q: 3 clusters Score -48969.55 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -49008.515625 Penalty: 657.187012
	Iteration 5Q: 3 clusters Score -49008.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -49032.804688 Penalty: 657.187012
	Iteration 6Q: 3 clusters Score -49032.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -49050.789062 Penalty: 657.187012
	Iteration 7Q: 3 clusters Score -49050.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -49076.890625 Penalty: 657.187012
	Iteration 8Q: 3 clusters Score -49076.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -49097.359375 Penalty: 657.187012
	Iteration 9Q: 3 clusters Score -49097.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -49110.710938 Penalty: 657.187012
	Iteration 10Q: 3 clusters Score -49110.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -49117.597656 Penalty: 657.187012
	Iteration 11Q: 3 clusters Score -49117.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -49120.796875 Penalty: 657.187012
	Iteration 12Q: 3 clusters Score -49120.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -49124.984375 Penalty: 657.187012
	Iteration 13Q: 3 clusters Score -49124.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -49128.906250 Penalty: 657.187012
	Iteration 14Q: 3 clusters Score -49128.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -49133.281250 Penalty: 657.187012
	Iteration 15Q: 3 clusters Score -49133.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -49137.148438 Penalty: 657.187012
	Iteration 16Q: 3 clusters Score -49137.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -49139.296875 Penalty: 657.187012
	Iteration 17Q: 3 clusters Score -49139.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -49139.769531 Penalty: 657.187012
	Iteration 18Q: 3 clusters Score -49139.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -49140.332031 Penalty: 657.187012
	Iteration 19Q: 3 clusters Score -49140.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -49141.289062 Penalty: 657.187012
	Iteration 20F: 3 clusters Score -49141.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -49142.132812 Penalty: 657.187012
	Iteration 21Q: 3 clusters Score -49142.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -49142.550781 Penalty: 657.187012
	Iteration 22Q: 3 clusters Score -49142.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -49143.449219 Penalty: 657.187012
	Iteration 23Q: 3 clusters Score -49143.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -49143.820312 Penalty: 657.187012
	Iteration 24Q: 3 clusters Score -49143.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -49144.019531 Penalty: 657.187012
	Iteration 25Q: 3 clusters Score -49144.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -49144.472656 Penalty: 657.187012
	Iteration 26Q: 3 clusters Score -49144.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -49145.800781 Penalty: 657.187012
	Iteration 27Q: 3 clusters Score -49145.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -49146.714844 Penalty: 657.187012
	Iteration 28Q: 3 clusters Score -49146.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -49147.667969 Penalty: 657.187012
	Iteration 29Q: 3 clusters Score -49147.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -49149.152344 Penalty: 657.187012
	Iteration 30Q: 3 clusters Score -49149.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -49149.777344 Penalty: 657.187012
	Iteration 31Q: 3 clusters Score -49149.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -49149.851562 Penalty: 657.187012
	Iteration 32Q: 3 clusters Score -49149.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -49149.851562 Penalty: 657.187012
	Iteration 33F: 3 clusters Score -49149.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Entering Unmasked Estep 
Score: -105511.476562 Penalty: 358.266022
	Iteration 0F: 2 clusters Score -105511.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -103655.281250 Penalty: 716.532043
	Iteration 0F: 3 clusters Score -103655.3 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -104354.742188 Penalty: 716.532043
	Iteration 1F: 3 clusters Score -104354.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -104495.281250 Penalty: 716.532043
	Iteration 2F: 3 clusters Score -104495.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -104630.625000 Penalty: 716.532043
	Iteration 3F: 3 clusters Score -104630.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -104764.242188 Penalty: 716.532043
	Iteration 4F: 3 clusters Score -104764.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -104888.500000 Penalty: 716.532043
	Iteration 5F: 3 clusters Score -104888.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -104972.835938 Penalty: 716.532043
	Iteration 6Q: 3 clusters Score -104972.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -105041.109375 Penalty: 716.532043
	Iteration 7Q: 3 clusters Score -105041.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -105089.734375 Penalty: 716.532043
	Iteration 8Q: 3 clusters Score -105089.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -105128.210938 Penalty: 716.532043
	Iteration 9Q: 3 clusters Score -105128.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -105151.648438 Penalty: 716.532043
	Iteration 10Q: 3 clusters Score -105151.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -105162.546875 Penalty: 716.532043
	Iteration 11Q: 3 clusters Score -105162.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -105174.039062 Penalty: 716.532043
	Iteration 12Q: 3 clusters Score -105174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -105181.085938 Penalty: 716.532043
	Iteration 13Q: 3 clusters Score -105181.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -105185.187500 Penalty: 716.532043
	Iteration 14Q: 3 clusters Score -105185.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -105189.671875 Penalty: 716.532043
	Iteration 15Q: 3 clusters Score -105189.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -105193.656250 Penalty: 716.532043
	Iteration 16Q: 3 clusters Score -105193.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -105197.664062 Penalty: 716.532043
	Iteration 17Q: 3 clusters Score -105197.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -105199.101562 Penalty: 716.532043
	Iteration 18Q: 3 clusters Score -105199.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -105201.054688 Penalty: 716.532043
	Iteration 19Q: 3 clusters Score -105201.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -105201.054688 Penalty: 716.532043
	Iteration 20F: 3 clusters Score -105201.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -41089.355469 Penalty: 319.174042
	Iteration 0F: 2 clusters Score -41089.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -40200.609375 Penalty: 638.348083
	Iteration 0F: 3 clusters Score -40200.61 nChanged 439
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: -40485.433594 Penalty: 638.348083
	Iteration 1F: 3 clusters Score -40485.43 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -40598.023438 Penalty: 638.348083
	Iteration 2F: 3 clusters Score -40598.02 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -40687.746094 Penalty: 638.348083
	Iteration 3F: 3 clusters Score -40687.75 nChanged 88
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: -40768.621094 Penalty: 638.348083
	Iteration 4F: 3 clusters Score -40768.62 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -40822.054688 Penalty: 638.348083
	Iteration 5F: 3 clusters Score -40822.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -40867.785156 Penalty: 638.348083
	Iteration 6Q: 3 clusters Score -40867.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -40912.914062 Penalty: 638.348083
	Iteration 7Q: 3 clusters Score -40912.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -40952.464844 Penalty: 638.348083
	Iteration 8Q: 3 clusters Score -40952.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -40986.703125 Penalty: 638.348083
	Iteration 9Q: 3 clusters Score -40986.7 nChanged 28
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: -41029.207031 Penalty: 638.348083
	Iteration 10Q: 3 clusters Score -41029.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -41062.152344 Penalty: 638.348083
	Iteration 11Q: 3 clusters Score -41062.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -41080.468750 Penalty: 638.348083
	Iteration 12Q: 3 clusters Score -41080.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -41087.910156 Penalty: 638.348083
	Iteration 13Q: 3 clusters Score -41087.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -41089.714844 Penalty: 638.348083
	Iteration 14Q: 3 clusters Score -41089.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -41091.511719 Penalty: 638.348083
	Iteration 15Q: 3 clusters Score -41091.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -41092.792969 Penalty: 638.348083
	Iteration 16Q: 3 clusters Score -41092.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -41094.523438 Penalty: 638.348083
	Iteration 17Q: 3 clusters Score -41094.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -41099.902344 Penalty: 638.348083
	Iteration 18Q: 3 clusters Score -41099.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -41106.328125 Penalty: 638.348083
	Iteration 19Q: 3 clusters Score -41106.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -41113.460938 Penalty: 638.348083
	Iteration 20F: 3 clusters Score -41113.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -41116.875000 Penalty: 638.348083
	Iteration 21Q: 3 clusters Score -41116.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -41122.859375 Penalty: 638.348083
	Iteration 22Q: 3 clusters Score -41122.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -41127.140625 Penalty: 638.348083
	Iteration 23Q: 3 clusters Score -41127.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -41131.074219 Penalty: 638.348083
	Iteration 24Q: 3 clusters Score -41131.07 nChanged 2
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: -41132.300781 Penalty: 638.348083
	Iteration 25Q: 3 clusters Score -41132.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -41133.652344 Penalty: 638.348083
	Iteration 26Q: 3 clusters Score -41133.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -41134.085938 Penalty: 638.348083
	Iteration 27Q: 3 clusters Score -41134.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -41134.085938 Penalty: 638.348083
	Iteration 28F: 3 clusters Score -41134.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 57598 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 605 members 
Mstep: Class 37 contains 2065 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1856 members 
Mstep: Class 41 contains 26453 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 933 members 
Mstep: Class 44 contains 5968 members 
Mstep: Class 45 contains 414 members 
Entering Unmasked Estep 
Score: -28358436.000000 Penalty: 27642.884766
Splitting cluster 21 changes total score from -28358698.000000 to -28358436.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -130028.687500 Penalty: 366.393982
	Iteration 0F: 2 clusters Score -130028.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -127844.140625 Penalty: 732.787964
	Iteration 0F: 3 clusters Score -127844.1 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -128606.437500 Penalty: 732.787964
	Iteration 1F: 3 clusters Score -128606.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -128719.265625 Penalty: 732.787964
	Iteration 2F: 3 clusters Score -128719.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -128831.250000 Penalty: 732.787964
	Iteration 3F: 3 clusters Score -128831.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -128946.421875 Penalty: 732.787964
	Iteration 4F: 3 clusters Score -128946.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -129045.367188 Penalty: 732.787964
	Iteration 5Q: 3 clusters Score -129045.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -129134.351562 Penalty: 732.787964
	Iteration 6Q: 3 clusters Score -129134.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -129209.039062 Penalty: 732.787964
	Iteration 7Q: 3 clusters Score -129209 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -129275.710938 Penalty: 732.787964
	Iteration 8Q: 3 clusters Score -129275.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -129335.078125 Penalty: 732.787964
	Iteration 9Q: 3 clusters Score -129335.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -129386.070312 Penalty: 732.787964
	Iteration 10Q: 3 clusters Score -129386.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -129436.359375 Penalty: 732.787964
	Iteration 11Q: 3 clusters Score -129436.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -129478.539062 Penalty: 732.787964
	Iteration 12Q: 3 clusters Score -129478.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -129515.539062 Penalty: 732.787964
	Iteration 13Q: 3 clusters Score -129515.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -129540.718750 Penalty: 732.787964
	Iteration 14Q: 3 clusters Score -129540.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -129577.015625 Penalty: 732.787964
	Iteration 15Q: 3 clusters Score -129577 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -129608.039062 Penalty: 732.787964
	Iteration 16Q: 3 clusters Score -129608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -129620.929688 Penalty: 732.787964
	Iteration 17Q: 3 clusters Score -129620.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -129630.875000 Penalty: 732.787964
	Iteration 18Q: 3 clusters Score -129630.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -129637.414062 Penalty: 732.787964
	Iteration 19Q: 3 clusters Score -129637.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -129646.085938 Penalty: 732.787964
	Iteration 20F: 3 clusters Score -129646.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -129651.765625 Penalty: 732.787964
	Iteration 21Q: 3 clusters Score -129651.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -129654.101562 Penalty: 732.787964
	Iteration 22Q: 3 clusters Score -129654.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -129658.554688 Penalty: 732.787964
	Iteration 23Q: 3 clusters Score -129658.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -129663.953125 Penalty: 732.787964
	Iteration 24Q: 3 clusters Score -129664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -129668.218750 Penalty: 732.787964
	Iteration 25Q: 3 clusters Score -129668.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -129672.554688 Penalty: 732.787964
	Iteration 26Q: 3 clusters Score -129672.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -129675.257812 Penalty: 732.787964
	Iteration 27Q: 3 clusters Score -129675.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -129678.773438 Penalty: 732.787964
	Iteration 28Q: 3 clusters Score -129678.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -129684.296875 Penalty: 732.787964
	Iteration 29Q: 3 clusters Score -129684.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -129687.609375 Penalty: 732.787964
	Iteration 30Q: 3 clusters Score -129687.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -129691.070312 Penalty: 732.787964
	Iteration 31Q: 3 clusters Score -129691.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -129694.507812 Penalty: 732.787964
	Iteration 32Q: 3 clusters Score -129694.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -129700.117188 Penalty: 732.787964
	Iteration 33Q: 3 clusters Score -129700.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -129705.960938 Penalty: 732.787964
	Iteration 34Q: 3 clusters Score -129706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -129707.906250 Penalty: 732.787964
	Iteration 35Q: 3 clusters Score -129707.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -129708.632812 Penalty: 732.787964
	Iteration 36Q: 3 clusters Score -129708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -129708.937500 Penalty: 732.787964
	Iteration 37Q: 3 clusters Score -129708.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -129709.210938 Penalty: 732.787964
	Iteration 38Q: 3 clusters Score -129709.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -129709.648438 Penalty: 732.787964
	Iteration 39Q: 3 clusters Score -129709.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -129709.648438 Penalty: 732.787964
	Iteration 40F: 3 clusters Score -129709.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Entering Unmasked Estep 
Score: -135178.250000 Penalty: 369.864075
	Iteration 0F: 2 clusters Score -135178.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -132830.359375 Penalty: 739.728149
	Iteration 0F: 3 clusters Score -132830.4 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -133786.156250 Penalty: 739.728149
	Iteration 1F: 3 clusters Score -133786.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -134033.843750 Penalty: 739.728149
	Iteration 2F: 3 clusters Score -134033.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -134295.421875 Penalty: 739.728149
	Iteration 3F: 3 clusters Score -134295.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -134522.343750 Penalty: 739.728149
	Iteration 4F: 3 clusters Score -134522.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -134670.593750 Penalty: 739.728149
	Iteration 5F: 3 clusters Score -134670.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -134739.234375 Penalty: 739.728149
	Iteration 6Q: 3 clusters Score -134739.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -134772.359375 Penalty: 739.728149
	Iteration 7Q: 3 clusters Score -134772.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -134789.859375 Penalty: 739.728149
	Iteration 8Q: 3 clusters Score -134789.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -134801.593750 Penalty: 739.728149
	Iteration 9Q: 3 clusters Score -134801.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -134809.953125 Penalty: 739.728149
	Iteration 10Q: 3 clusters Score -134810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -134814.890625 Penalty: 739.728149
	Iteration 11Q: 3 clusters Score -134814.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -134817.421875 Penalty: 739.728149
	Iteration 12Q: 3 clusters Score -134817.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -134821.421875 Penalty: 739.728149
	Iteration 13Q: 3 clusters Score -134821.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -134824.218750 Penalty: 739.728149
	Iteration 14Q: 3 clusters Score -134824.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -134828.375000 Penalty: 739.728149
	Iteration 15Q: 3 clusters Score -134828.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -134831.906250 Penalty: 739.728149
	Iteration 16Q: 3 clusters Score -134831.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -134834.593750 Penalty: 739.728149
	Iteration 17Q: 3 clusters Score -134834.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -134835.265625 Penalty: 739.728149
	Iteration 18Q: 3 clusters Score -134835.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -134835.468750 Penalty: 739.728149
	Iteration 19Q: 3 clusters Score -134835.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -134836.250000 Penalty: 739.728149
	Iteration 20F: 3 clusters Score -134836.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -134836.484375 Penalty: 739.728149
	Iteration 21Q: 3 clusters Score -134836.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -134837.718750 Penalty: 739.728149
	Iteration 22Q: 3 clusters Score -134837.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -134838.281250 Penalty: 739.728149
	Iteration 23Q: 3 clusters Score -134838.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -134838.578125 Penalty: 739.728149
	Iteration 24Q: 3 clusters Score -134838.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -134838.765625 Penalty: 739.728149
	Iteration 25Q: 3 clusters Score -134838.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -134838.765625 Penalty: 739.728149
	Iteration 26F: 3 clusters Score -134838.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Entering Unmasked Estep 
Score: -162007.859375 Penalty: 379.185669
	Iteration 0F: 2 clusters Score -162007.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -159199.656250 Penalty: 758.371338
	Iteration 0F: 3 clusters Score -159199.7 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -160636.843750 Penalty: 758.371338
	Iteration 1F: 3 clusters Score -160636.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -160917.718750 Penalty: 758.371338
	Iteration 2F: 3 clusters Score -160917.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -161140.484375 Penalty: 758.371338
	Iteration 3F: 3 clusters Score -161140.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -161286.437500 Penalty: 758.371338
	Iteration 4F: 3 clusters Score -161286.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -161369.125000 Penalty: 758.371338
	Iteration 5Q: 3 clusters Score -161369.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -161425.078125 Penalty: 758.371338
	Iteration 6Q: 3 clusters Score -161425.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -161474.343750 Penalty: 758.371338
	Iteration 7Q: 3 clusters Score -161474.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -161523.062500 Penalty: 758.371338
	Iteration 8Q: 3 clusters Score -161523.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -161569.390625 Penalty: 758.371338
	Iteration 9Q: 3 clusters Score -161569.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -161614.453125 Penalty: 758.371338
	Iteration 10Q: 3 clusters Score -161614.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -161650.437500 Penalty: 758.371338
	Iteration 11Q: 3 clusters Score -161650.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -161672.500000 Penalty: 758.371338
	Iteration 12Q: 3 clusters Score -161672.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -161688.921875 Penalty: 758.371338
	Iteration 13Q: 3 clusters Score -161688.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -161706.375000 Penalty: 758.371338
	Iteration 14Q: 3 clusters Score -161706.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -161720.843750 Penalty: 758.371338
	Iteration 15Q: 3 clusters Score -161720.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -161737.406250 Penalty: 758.371338
	Iteration 16Q: 3 clusters Score -161737.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -161752.187500 Penalty: 758.371338
	Iteration 17Q: 3 clusters Score -161752.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -161762.125000 Penalty: 758.371338
	Iteration 18Q: 3 clusters Score -161762.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -161770.171875 Penalty: 758.371338
	Iteration 19Q: 3 clusters Score -161770.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -161778.078125 Penalty: 758.371338
	Iteration 20F: 3 clusters Score -161778.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -161782.562500 Penalty: 758.371338
	Iteration 21Q: 3 clusters Score -161782.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -161787.984375 Penalty: 758.371338
	Iteration 22Q: 3 clusters Score -161788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -161791.046875 Penalty: 758.371338
	Iteration 23Q: 3 clusters Score -161791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -161792.812500 Penalty: 758.371338
	Iteration 24Q: 3 clusters Score -161792.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -161794.625000 Penalty: 758.371338
	Iteration 25Q: 3 clusters Score -161794.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -161795.859375 Penalty: 758.371338
	Iteration 26Q: 3 clusters Score -161795.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -161796.781250 Penalty: 758.371338
	Iteration 27Q: 3 clusters Score -161796.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -161797.796875 Penalty: 758.371338
	Iteration 28Q: 3 clusters Score -161797.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -161798.453125 Penalty: 758.371338
	Iteration 29Q: 3 clusters Score -161798.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -161798.625000 Penalty: 758.371338
	Iteration 30Q: 3 clusters Score -161798.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -161799.687500 Penalty: 758.371338
	Iteration 31Q: 3 clusters Score -161799.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -161800.687500 Penalty: 758.371338
	Iteration 32Q: 3 clusters Score -161800.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -161804.328125 Penalty: 758.371338
	Iteration 33Q: 3 clusters Score -161804.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -161806.796875 Penalty: 758.371338
	Iteration 34Q: 3 clusters Score -161806.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -161808.718750 Penalty: 758.371338
	Iteration 35Q: 3 clusters Score -161808.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -161810.921875 Penalty: 758.371338
	Iteration 36Q: 3 clusters Score -161810.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -161812.500000 Penalty: 758.371338
	Iteration 37Q: 3 clusters Score -161812.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -161814.578125 Penalty: 758.371338
	Iteration 38Q: 3 clusters Score -161814.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -161815.312500 Penalty: 758.371338
	Iteration 39Q: 3 clusters Score -161815.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -161815.828125 Penalty: 758.371338
	Iteration 40F: 3 clusters Score -161815.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -39672.519531 Penalty: 318.928101
	Iteration 0F: 2 clusters Score -39672.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -38828.007812 Penalty: 637.856201
	Iteration 0F: 3 clusters Score -38828.01 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -39116.539062 Penalty: 637.856201
	Iteration 1F: 3 clusters Score -39116.54 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -39178.574219 Penalty: 637.856201
	Iteration 2F: 3 clusters Score -39178.57 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -39227.046875 Penalty: 637.856201
	Iteration 3F: 3 clusters Score -39227.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -39257.523438 Penalty: 637.856201
	Iteration 4Q: 3 clusters Score -39257.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -39288.390625 Penalty: 637.856201
	Iteration 5Q: 3 clusters Score -39288.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -39329.011719 Penalty: 637.856201
	Iteration 6Q: 3 clusters Score -39329.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -39368.957031 Penalty: 637.856201
	Iteration 7Q: 3 clusters Score -39368.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -39389.292969 Penalty: 637.856201
	Iteration 8Q: 3 clusters Score -39389.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -39400.207031 Penalty: 637.856201
	Iteration 9Q: 3 clusters Score -39400.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -39409.503906 Penalty: 637.856201
	Iteration 10Q: 3 clusters Score -39409.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39413.539062 Penalty: 637.856201
	Iteration 11Q: 3 clusters Score -39413.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -39418.562500 Penalty: 637.856201
	Iteration 12Q: 3 clusters Score -39418.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -39422.570312 Penalty: 637.856201
	Iteration 13Q: 3 clusters Score -39422.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -39426.539062 Penalty: 637.856201
	Iteration 14Q: 3 clusters Score -39426.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -39429.367188 Penalty: 637.856201
	Iteration 15Q: 3 clusters Score -39429.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -39432.011719 Penalty: 637.856201
	Iteration 16Q: 3 clusters Score -39432.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -39433.289062 Penalty: 637.856201
	Iteration 17Q: 3 clusters Score -39433.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -39435.089844 Penalty: 637.856201
	Iteration 18Q: 3 clusters Score -39435.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -39437.710938 Penalty: 637.856201
	Iteration 19Q: 3 clusters Score -39437.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -39439.417969 Penalty: 637.856201
	Iteration 20F: 3 clusters Score -39439.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -39441.433594 Penalty: 637.856201
	Iteration 21Q: 3 clusters Score -39441.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -39444.269531 Penalty: 637.856201
	Iteration 22Q: 3 clusters Score -39444.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -39448.433594 Penalty: 637.856201
	Iteration 23Q: 3 clusters Score -39448.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -39451.574219 Penalty: 637.856201
	Iteration 24Q: 3 clusters Score -39451.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -39455.546875 Penalty: 637.856201
	Iteration 25Q: 3 clusters Score -39455.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -39458.039062 Penalty: 637.856201
	Iteration 26Q: 3 clusters Score -39458.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -39458.691406 Penalty: 637.856201
	Iteration 27Q: 3 clusters Score -39458.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39459.328125 Penalty: 637.856201
	Iteration 28Q: 3 clusters Score -39459.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -39459.980469 Penalty: 637.856201
	Iteration 29Q: 3 clusters Score -39459.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39460.195312 Penalty: 637.856201
	Iteration 30Q: 3 clusters Score -39460.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -39461.003906 Penalty: 637.856201
	Iteration 31Q: 3 clusters Score -39461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -39462.976562 Penalty: 637.856201
	Iteration 32Q: 3 clusters Score -39462.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -39466.457031 Penalty: 637.856201
	Iteration 33Q: 3 clusters Score -39466.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -39470.410156 Penalty: 637.856201
	Iteration 34Q: 3 clusters Score -39470.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -39471.800781 Penalty: 637.856201
	Iteration 35Q: 3 clusters Score -39471.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -39472.839844 Penalty: 637.856201
	Iteration 36Q: 3 clusters Score -39472.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -39473.640625 Penalty: 637.856201
	Iteration 37Q: 3 clusters Score -39473.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -39474.359375 Penalty: 637.856201
	Iteration 38Q: 3 clusters Score -39474.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -39476.800781 Penalty: 637.856201
	Iteration 39Q: 3 clusters Score -39476.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -39480.011719 Penalty: 637.856201
	Iteration 40F: 3 clusters Score -39480.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -39481.953125 Penalty: 637.856201
	Iteration 41Q: 3 clusters Score -39481.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -39482.851562 Penalty: 637.856201
	Iteration 42Q: 3 clusters Score -39482.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -39486.214844 Penalty: 637.856201
	Iteration 43Q: 3 clusters Score -39486.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -39490.328125 Penalty: 637.856201
	Iteration 44Q: 3 clusters Score -39490.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -39492.082031 Penalty: 637.856201
	Iteration 45Q: 3 clusters Score -39492.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -39493.222656 Penalty: 637.856201
	Iteration 46Q: 3 clusters Score -39493.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -39493.964844 Penalty: 637.856201
	Iteration 47Q: 3 clusters Score -39493.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -39495.957031 Penalty: 637.856201
	Iteration 48Q: 3 clusters Score -39495.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -39499.609375 Penalty: 637.856201
	Iteration 49Q: 3 clusters Score -39499.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -39504.753906 Penalty: 637.856201
	Iteration 50Q: 3 clusters Score -39504.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -39513.503906 Penalty: 637.856201
	Iteration 51Q: 3 clusters Score -39513.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -39518.878906 Penalty: 637.856201
	Iteration 52Q: 3 clusters Score -39518.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -39522.464844 Penalty: 637.856201
	Iteration 53Q: 3 clusters Score -39522.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -39525.910156 Penalty: 637.856201
	Iteration 54Q: 3 clusters Score -39525.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -39528.023438 Penalty: 637.856201
	Iteration 55Q: 3 clusters Score -39528.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -39529.078125 Penalty: 637.856201
	Iteration 56Q: 3 clusters Score -39529.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -39530.609375 Penalty: 637.856201
	Iteration 57Q: 3 clusters Score -39530.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -39532.187500 Penalty: 637.856201
	Iteration 58Q: 3 clusters Score -39532.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -39535.027344 Penalty: 637.856201
	Iteration 59Q: 3 clusters Score -39535.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -39538.500000 Penalty: 637.856201
	Iteration 60F: 3 clusters Score -39538.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -39541.218750 Penalty: 637.856201
	Iteration 61Q: 3 clusters Score -39541.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -39542.058594 Penalty: 637.856201
	Iteration 62Q: 3 clusters Score -39542.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -39542.488281 Penalty: 637.856201
	Iteration 63Q: 3 clusters Score -39542.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -39544.574219 Penalty: 637.856201
	Iteration 64Q: 3 clusters Score -39544.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -39545.312500 Penalty: 637.856201
	Iteration 65Q: 3 clusters Score -39545.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -39546.046875 Penalty: 637.856201
	Iteration 66Q: 3 clusters Score -39546.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -39546.703125 Penalty: 637.856201
	Iteration 67Q: 3 clusters Score -39546.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -39546.953125 Penalty: 637.856201
	Iteration 68Q: 3 clusters Score -39546.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -39546.953125 Penalty: 637.856201
	Iteration 69F: 3 clusters Score -39546.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Entering Unmasked Estep 
Score: -161735.718750 Penalty: 378.213318
	Iteration 0F: 2 clusters Score -161735.7 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 2020 members 
Entering Unmasked Estep 
Score: -158943.687500 Penalty: 756.426636
	Iteration 0F: 3 clusters Score -158943.7 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -159892.859375 Penalty: 756.426636
	Iteration 1F: 3 clusters Score -159892.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -159987.156250 Penalty: 756.426636
	Iteration 2F: 3 clusters Score -159987.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -160072.750000 Penalty: 756.426636
	Iteration 3F: 3 clusters Score -160072.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -160178.953125 Penalty: 756.426636
	Iteration 4Q: 3 clusters Score -160179 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -160296.703125 Penalty: 756.426636
	Iteration 5Q: 3 clusters Score -160296.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -160426.156250 Penalty: 756.426636
	Iteration 6Q: 3 clusters Score -160426.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -160538.171875 Penalty: 756.426636
	Iteration 7Q: 3 clusters Score -160538.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -160612.953125 Penalty: 756.426636
	Iteration 8Q: 3 clusters Score -160613 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -160674.046875 Penalty: 756.426636
	Iteration 9Q: 3 clusters Score -160674 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -160717.484375 Penalty: 756.426636
	Iteration 10Q: 3 clusters Score -160717.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -160750.562500 Penalty: 756.426636
	Iteration 11Q: 3 clusters Score -160750.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -160773.625000 Penalty: 756.426636
	Iteration 12Q: 3 clusters Score -160773.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -160786.109375 Penalty: 756.426636
	Iteration 13Q: 3 clusters Score -160786.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -160797.125000 Penalty: 756.426636
	Iteration 14Q: 3 clusters Score -160797.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -160810.531250 Penalty: 756.426636
	Iteration 15Q: 3 clusters Score -160810.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -160824.828125 Penalty: 756.426636
	Iteration 16Q: 3 clusters Score -160824.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -160837.531250 Penalty: 756.426636
	Iteration 17Q: 3 clusters Score -160837.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -160845.609375 Penalty: 756.426636
	Iteration 18Q: 3 clusters Score -160845.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -160853.531250 Penalty: 756.426636
	Iteration 19Q: 3 clusters Score -160853.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -160861.140625 Penalty: 756.426636
	Iteration 20F: 3 clusters Score -160861.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -160867.640625 Penalty: 756.426636
	Iteration 21Q: 3 clusters Score -160867.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -160873.515625 Penalty: 756.426636
	Iteration 22Q: 3 clusters Score -160873.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -160877.734375 Penalty: 756.426636
	Iteration 23Q: 3 clusters Score -160877.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -160879.765625 Penalty: 756.426636
	Iteration 24Q: 3 clusters Score -160879.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -160880.984375 Penalty: 756.426636
	Iteration 25Q: 3 clusters Score -160881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -160881.906250 Penalty: 756.426636
	Iteration 26Q: 3 clusters Score -160881.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -160883.078125 Penalty: 756.426636
	Iteration 27Q: 3 clusters Score -160883.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -160884.093750 Penalty: 756.426636
	Iteration 28Q: 3 clusters Score -160884.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -160887.921875 Penalty: 756.426636
	Iteration 29Q: 3 clusters Score -160887.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -160894.531250 Penalty: 756.426636
	Iteration 30Q: 3 clusters Score -160894.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -160902.843750 Penalty: 756.426636
	Iteration 31Q: 3 clusters Score -160902.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -160908.750000 Penalty: 756.426636
	Iteration 32Q: 3 clusters Score -160908.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -160912.781250 Penalty: 756.426636
	Iteration 33Q: 3 clusters Score -160912.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -160915.015625 Penalty: 756.426636
	Iteration 34Q: 3 clusters Score -160915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -160917.046875 Penalty: 756.426636
	Iteration 35Q: 3 clusters Score -160917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -160919.250000 Penalty: 756.426636
	Iteration 36Q: 3 clusters Score -160919.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -160921.812500 Penalty: 756.426636
	Iteration 37Q: 3 clusters Score -160921.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -160924.953125 Penalty: 756.426636
	Iteration 38Q: 3 clusters Score -160925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -160927.437500 Penalty: 756.426636
	Iteration 39Q: 3 clusters Score -160927.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -160930.937500 Penalty: 756.426636
	Iteration 40F: 3 clusters Score -160930.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -160937.921875 Penalty: 756.426636
	Iteration 41Q: 3 clusters Score -160937.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -160943.656250 Penalty: 756.426636
	Iteration 42Q: 3 clusters Score -160943.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -160947.031250 Penalty: 756.426636
	Iteration 43Q: 3 clusters Score -160947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -160951.875000 Penalty: 756.426636
	Iteration 44Q: 3 clusters Score -160951.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -160956.015625 Penalty: 756.426636
	Iteration 45Q: 3 clusters Score -160956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -160959.718750 Penalty: 756.426636
	Iteration 46Q: 3 clusters Score -160959.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -160961.703125 Penalty: 756.426636
	Iteration 47Q: 3 clusters Score -160961.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -160964.062500 Penalty: 756.426636
	Iteration 48Q: 3 clusters Score -160964.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -160965.406250 Penalty: 756.426636
	Iteration 49Q: 3 clusters Score -160965.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -160966.390625 Penalty: 756.426636
	Iteration 50Q: 3 clusters Score -160966.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -160967.718750 Penalty: 756.426636
	Iteration 51Q: 3 clusters Score -160967.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -160969.375000 Penalty: 756.426636
	Iteration 52Q: 3 clusters Score -160969.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -160972.843750 Penalty: 756.426636
	Iteration 53Q: 3 clusters Score -160972.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -160974.781250 Penalty: 756.426636
	Iteration 54Q: 3 clusters Score -160974.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -160976.109375 Penalty: 756.426636
	Iteration 55Q: 3 clusters Score -160976.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -160977.703125 Penalty: 756.426636
	Iteration 56Q: 3 clusters Score -160977.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -160979.890625 Penalty: 756.426636
	Iteration 57Q: 3 clusters Score -160979.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -160984.593750 Penalty: 756.426636
	Iteration 58Q: 3 clusters Score -160984.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -160990.656250 Penalty: 756.426636
	Iteration 59Q: 3 clusters Score -160990.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -160995.015625 Penalty: 756.426636
	Iteration 60F: 3 clusters Score -160995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -160998.125000 Penalty: 756.426636
	Iteration 61Q: 3 clusters Score -160998.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -161003.062500 Penalty: 756.426636
	Iteration 62Q: 3 clusters Score -161003.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -161006.703125 Penalty: 756.426636
	Iteration 63Q: 3 clusters Score -161006.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -161009.453125 Penalty: 756.426636
	Iteration 64Q: 3 clusters Score -161009.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -161011.640625 Penalty: 756.426636
	Iteration 65Q: 3 clusters Score -161011.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -161014.750000 Penalty: 756.426636
	Iteration 66Q: 3 clusters Score -161014.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -161017.156250 Penalty: 756.426636
	Iteration 67Q: 3 clusters Score -161017.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -161020.375000 Penalty: 756.426636
	Iteration 68Q: 3 clusters Score -161020.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -161026.015625 Penalty: 756.426636
	Iteration 69Q: 3 clusters Score -161026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -161033.250000 Penalty: 756.426636
	Iteration 70Q: 3 clusters Score -161033.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -161039.734375 Penalty: 756.426636
	Iteration 71Q: 3 clusters Score -161039.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -161047.093750 Penalty: 756.426636
	Iteration 72Q: 3 clusters Score -161047.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -161053.343750 Penalty: 756.426636
	Iteration 73Q: 3 clusters Score -161053.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -161058.218750 Penalty: 756.426636
	Iteration 74Q: 3 clusters Score -161058.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -161063.359375 Penalty: 756.426636
	Iteration 75Q: 3 clusters Score -161063.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -161073.781250 Penalty: 756.426636
	Iteration 76Q: 3 clusters Score -161073.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -161082.343750 Penalty: 756.426636
	Iteration 77Q: 3 clusters Score -161082.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -161087.906250 Penalty: 756.426636
	Iteration 78Q: 3 clusters Score -161087.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -161092.265625 Penalty: 756.426636
	Iteration 79Q: 3 clusters Score -161092.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -161095.250000 Penalty: 756.426636
	Iteration 80F: 3 clusters Score -161095.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -161099.515625 Penalty: 756.426636
	Iteration 81Q: 3 clusters Score -161099.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -161103.968750 Penalty: 756.426636
	Iteration 82Q: 3 clusters Score -161104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -161107.046875 Penalty: 756.426636
	Iteration 83Q: 3 clusters Score -161107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -161114.093750 Penalty: 756.426636
	Iteration 84Q: 3 clusters Score -161114.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -161124.046875 Penalty: 756.426636
	Iteration 85Q: 3 clusters Score -161124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -161134.093750 Penalty: 756.426636
	Iteration 86Q: 3 clusters Score -161134.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -161145.078125 Penalty: 756.426636
	Iteration 87Q: 3 clusters Score -161145.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -161156.171875 Penalty: 756.426636
	Iteration 88Q: 3 clusters Score -161156.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -161164.937500 Penalty: 756.426636
	Iteration 89Q: 3 clusters Score -161164.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -161172.656250 Penalty: 756.426636
	Iteration 90Q: 3 clusters Score -161172.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -161185.968750 Penalty: 756.426636
	Iteration 91Q: 3 clusters Score -161186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -161196.015625 Penalty: 756.426636
	Iteration 92Q: 3 clusters Score -161196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -161209.296875 Penalty: 756.426636
	Iteration 93Q: 3 clusters Score -161209.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -161223.312500 Penalty: 756.426636
	Iteration 94Q: 3 clusters Score -161223.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -161236.562500 Penalty: 756.426636
	Iteration 95Q: 3 clusters Score -161236.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -161251.109375 Penalty: 756.426636
	Iteration 96Q: 3 clusters Score -161251.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -161265.046875 Penalty: 756.426636
	Iteration 97Q: 3 clusters Score -161265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -161273.921875 Penalty: 756.426636
	Iteration 98Q: 3 clusters Score -161273.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -161284.281250 Penalty: 756.426636
	Iteration 99Q: 3 clusters Score -161284.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -161293.906250 Penalty: 756.426636
	Iteration 100F: 3 clusters Score -161293.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -161304.781250 Penalty: 756.426636
	Iteration 101Q: 3 clusters Score -161304.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -161318.421875 Penalty: 756.426636
	Iteration 102Q: 3 clusters Score -161318.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -161330.640625 Penalty: 756.426636
	Iteration 103Q: 3 clusters Score -161330.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -161339.734375 Penalty: 756.426636
	Iteration 104Q: 3 clusters Score -161339.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -161348.515625 Penalty: 756.426636
	Iteration 105Q: 3 clusters Score -161348.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -161355.406250 Penalty: 756.426636
	Iteration 106Q: 3 clusters Score -161355.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -161358.515625 Penalty: 756.426636
	Iteration 107Q: 3 clusters Score -161358.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -161362.828125 Penalty: 756.426636
	Iteration 108Q: 3 clusters Score -161362.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -161367.468750 Penalty: 756.426636
	Iteration 109Q: 3 clusters Score -161367.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -161371.625000 Penalty: 756.426636
	Iteration 110Q: 3 clusters Score -161371.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -161377.015625 Penalty: 756.426636
	Iteration 111Q: 3 clusters Score -161377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -161380.687500 Penalty: 756.426636
	Iteration 112Q: 3 clusters Score -161380.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -161384.718750 Penalty: 756.426636
	Iteration 113Q: 3 clusters Score -161384.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -161390.890625 Penalty: 756.426636
	Iteration 114Q: 3 clusters Score -161390.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -161393.656250 Penalty: 756.426636
	Iteration 115Q: 3 clusters Score -161393.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -161396.625000 Penalty: 756.426636
	Iteration 116Q: 3 clusters Score -161396.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -161398.125000 Penalty: 756.426636
	Iteration 117Q: 3 clusters Score -161398.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -161401.015625 Penalty: 756.426636
	Iteration 118Q: 3 clusters Score -161401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -161402.234375 Penalty: 756.426636
	Iteration 119Q: 3 clusters Score -161402.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -161402.890625 Penalty: 756.426636
	Iteration 120F: 3 clusters Score -161402.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -161403.546875 Penalty: 756.426636
	Iteration 121Q: 3 clusters Score -161403.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -161406.328125 Penalty: 756.426636
	Iteration 122Q: 3 clusters Score -161406.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -161408.937500 Penalty: 756.426636
	Iteration 123Q: 3 clusters Score -161408.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -161410.906250 Penalty: 756.426636
	Iteration 124Q: 3 clusters Score -161410.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -161413.531250 Penalty: 756.426636
	Iteration 125Q: 3 clusters Score -161413.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -161415.828125 Penalty: 756.426636
	Iteration 126Q: 3 clusters Score -161415.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -161416.312500 Penalty: 756.426636
	Iteration 127Q: 3 clusters Score -161416.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -161416.312500 Penalty: 756.426636
	Iteration 128F: 3 clusters Score -161416.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (57598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Entering Unmasked Estep 
Score: -2325022.000000 Penalty: 498.736542
	Iteration 0F: 2 clusters Score -2325022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -2286502.500000 Penalty: 997.473083
	Iteration 0F: 3 clusters Score -2286502 nChanged 27937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -2304430.500000 Penalty: 997.473083
	Iteration 1F: 3 clusters Score -2304430 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -2306956.250000 Penalty: 997.473083
	Iteration 2F: 3 clusters Score -2306956 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -2310038.500000 Penalty: 997.473083
	Iteration 3F: 3 clusters Score -2310038 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -2313267.250000 Penalty: 997.473083
	Iteration 4F: 3 clusters Score -2313267 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -2316400.250000 Penalty: 997.473083
	Iteration 5F: 3 clusters Score -2316400 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -2319186.500000 Penalty: 997.473083
	Iteration 6F: 3 clusters Score -2319186 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -2321265.500000 Penalty: 997.473083
	Iteration 7Q: 3 clusters Score -2321266 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -2322596.500000 Penalty: 997.473083
	Iteration 8Q: 3 clusters Score -2322596 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -2323423.250000 Penalty: 997.473083
	Iteration 9Q: 3 clusters Score -2323423 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -2323945.500000 Penalty: 997.473083
	Iteration 10Q: 3 clusters Score -2323946 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 56304 members 
Entering Unmasked Estep 
Score: -2324188.250000 Penalty: 997.473083
	Iteration 11Q: 3 clusters Score -2324188 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 56636 members 
Entering Unmasked Estep 
Score: -2324364.250000 Penalty: 997.473083
	Iteration 12Q: 3 clusters Score -2324364 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -2324462.250000 Penalty: 997.473083
	Iteration 13Q: 3 clusters Score -2324462 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -2324535.000000 Penalty: 997.473083
	Iteration 14Q: 3 clusters Score -2324535 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 57101 members 
Entering Unmasked Estep 
Score: -2324576.750000 Penalty: 997.473083
	Iteration 15Q: 3 clusters Score -2324577 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -2324598.000000 Penalty: 997.473083
	Iteration 16Q: 3 clusters Score -2324598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 57205 members 
Entering Unmasked Estep 
Score: -2324614.250000 Penalty: 997.473083
	Iteration 17Q: 3 clusters Score -2324614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -2324635.250000 Penalty: 997.473083
	Iteration 18Q: 3 clusters Score -2324635 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -2324653.500000 Penalty: 997.473083
	Iteration 19Q: 3 clusters Score -2324654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 57289 members 
Entering Unmasked Estep 
Score: -2324665.750000 Penalty: 997.473083
	Iteration 20F: 3 clusters Score -2324666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -2324671.000000 Penalty: 997.473083
	Iteration 21Q: 3 clusters Score -2324671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 57309 members 
Entering Unmasked Estep 
Score: -2324680.500000 Penalty: 997.473083
	Iteration 22Q: 3 clusters Score -2324680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
Score: -2324685.000000 Penalty: 997.473083
	Iteration 23Q: 3 clusters Score -2324685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -2324686.250000 Penalty: 997.473083
	Iteration 24Q: 3 clusters Score -2324686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 57314 members 
Entering Unmasked Estep 
Score: -2324691.250000 Penalty: 997.473083
	Iteration 25Q: 3 clusters Score -2324691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -2324697.500000 Penalty: 997.473083
	Iteration 26Q: 3 clusters Score -2324698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -2324705.500000 Penalty: 997.473083
	Iteration 27Q: 3 clusters Score -2324706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -2324712.750000 Penalty: 997.473083
	Iteration 28Q: 3 clusters Score -2324713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 57323 members 
Entering Unmasked Estep 
Score: -2324718.750000 Penalty: 997.473083
	Iteration 29Q: 3 clusters Score -2324719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 57326 members 
Entering Unmasked Estep 
Score: -2324727.500000 Penalty: 997.473083
	Iteration 30Q: 3 clusters Score -2324728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 57326 members 
Entering Unmasked Estep 
Score: -2324731.500000 Penalty: 997.473083
	Iteration 31Q: 3 clusters Score -2324732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 57326 members 
Entering Unmasked Estep 
Score: -2324736.250000 Penalty: 997.473083
	Iteration 32Q: 3 clusters Score -2324736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 57326 members 
Entering Unmasked Estep 
Score: -2324738.500000 Penalty: 997.473083
	Iteration 33Q: 3 clusters Score -2324738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 57328 members 
Entering Unmasked Estep 
Score: -2324738.750000 Penalty: 997.473083
	Iteration 34Q: 3 clusters Score -2324739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 57331 members 
Entering Unmasked Estep 
Score: -2324738.250000 Penalty: 997.473083
	Iteration 35Q: 3 clusters Score -2324738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -2324739.500000 Penalty: 997.473083
	Iteration 36Q: 3 clusters Score -2324740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 57334 members 
Entering Unmasked Estep 
Score: -2324742.000000 Penalty: 997.473083
	Iteration 37Q: 3 clusters Score -2324742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -2324746.500000 Penalty: 997.473083
	Iteration 38Q: 3 clusters Score -2324746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -2324749.250000 Penalty: 997.473083
	Iteration 39Q: 3 clusters Score -2324749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -2324752.750000 Penalty: 997.473083
	Iteration 40F: 3 clusters Score -2324753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -2324760.000000 Penalty: 997.473083
	Iteration 41Q: 3 clusters Score -2324760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -2324763.000000 Penalty: 997.473083
	Iteration 42Q: 3 clusters Score -2324763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 57339 members 
Entering Unmasked Estep 
Score: -2324766.250000 Penalty: 997.473083
	Iteration 43Q: 3 clusters Score -2324766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 57345 members 
Entering Unmasked Estep 
Score: -2324776.250000 Penalty: 997.473083
	Iteration 44Q: 3 clusters Score -2324776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 57353 members 
Entering Unmasked Estep 
Score: -2324784.500000 Penalty: 997.473083
	Iteration 45Q: 3 clusters Score -2324784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 57353 members 
Entering Unmasked Estep 
Score: -2324787.500000 Penalty: 997.473083
	Iteration 46Q: 3 clusters Score -2324788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -2324793.500000 Penalty: 997.473083
	Iteration 47Q: 3 clusters Score -2324794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -2324797.500000 Penalty: 997.473083
	Iteration 48Q: 3 clusters Score -2324798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -2324803.250000 Penalty: 997.473083
	Iteration 49Q: 3 clusters Score -2324803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -2324821.500000 Penalty: 997.473083
	Iteration 50Q: 3 clusters Score -2324822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -2324830.250000 Penalty: 997.473083
	Iteration 51Q: 3 clusters Score -2324830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -2324835.750000 Penalty: 997.473083
	Iteration 52Q: 3 clusters Score -2324836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 57353 members 
Entering Unmasked Estep 
Score: -2324840.500000 Penalty: 997.473083
	Iteration 53Q: 3 clusters Score -2324840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 57350 members 
Entering Unmasked Estep 
Score: -2324843.000000 Penalty: 997.473083
	Iteration 54Q: 3 clusters Score -2324843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -2324843.500000 Penalty: 997.473083
	Iteration 55Q: 3 clusters Score -2324844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -2324846.500000 Penalty: 997.473083
	Iteration 56Q: 3 clusters Score -2324846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 57345 members 
Entering Unmasked Estep 
Score: -2324851.000000 Penalty: 997.473083
	Iteration 57Q: 3 clusters Score -2324851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -2324854.500000 Penalty: 997.473083
	Iteration 58Q: 3 clusters Score -2324854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -2324857.000000 Penalty: 997.473083
	Iteration 59Q: 3 clusters Score -2324857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -2324861.500000 Penalty: 997.473083
	Iteration 60F: 3 clusters Score -2324862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 57331 members 
Entering Unmasked Estep 
Score: -2324865.000000 Penalty: 997.473083
	Iteration 61Q: 3 clusters Score -2324865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 57328 members 
Entering Unmasked Estep 
Score: -2324870.000000 Penalty: 997.473083
	Iteration 62Q: 3 clusters Score -2324870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 57326 members 
Entering Unmasked Estep 
Score: -2324869.000000 Penalty: 997.473083
	Iteration 63Q: 3 clusters Score -2324869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -2324870.250000 Penalty: 997.473083
	Iteration 64Q: 3 clusters Score -2324870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -2324869.750000 Penalty: 997.473083
	Iteration 65Q: 3 clusters Score -2324870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 57315 members 
Entering Unmasked Estep 
Score: -2324870.250000 Penalty: 997.473083
	Iteration 66Q: 3 clusters Score -2324870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 57316 members 
Entering Unmasked Estep 
Score: -2324870.500000 Penalty: 997.473083
	Iteration 67Q: 3 clusters Score -2324870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -2324873.500000 Penalty: 997.473083
	Iteration 68Q: 3 clusters Score -2324874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -2324874.250000 Penalty: 997.473083
	Iteration 69Q: 3 clusters Score -2324874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -2324872.250000 Penalty: 997.473083
	Iteration 70Q: 3 clusters Score -2324872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -2324872.250000 Penalty: 997.473083
	Iteration 71F: 3 clusters Score -2324872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (217108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217108 members 
Entering Unmasked Estep 
Score: -8947270.000000 Penalty: 559.110840
	Iteration 0F: 2 clusters Score -8947270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108324 members 
Mstep: Class 2 contains 108784 members 
Entering Unmasked Estep 
Score: -8800491.000000 Penalty: 1118.221680
	Iteration 0F: 3 clusters Score -8800491 nChanged 106312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93570 members 
Mstep: Class 2 contains 123538 members 
Entering Unmasked Estep 
Score: -8867377.000000 Penalty: 1118.221680
	Iteration 1F: 3 clusters Score -8867377 nChanged 12299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83895 members 
Mstep: Class 2 contains 133213 members 
Entering Unmasked Estep 
Score: -8873328.000000 Penalty: 1118.221680
	Iteration 2F: 3 clusters Score -8873328 nChanged 14731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71236 members 
Mstep: Class 2 contains 145872 members 
Entering Unmasked Estep 
Score: -8882005.000000 Penalty: 1118.221680
	Iteration 3F: 3 clusters Score -8882005 nChanged 16461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 161173 members 
Entering Unmasked Estep 
Score: -8893914.000000 Penalty: 1118.221680
	Iteration 4F: 3 clusters Score -8893914 nChanged 17451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 178172 members 
Entering Unmasked Estep 
Score: -8908881.000000 Penalty: 1118.221680
	Iteration 5F: 3 clusters Score -8908881 nChanged 16245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 194309 members 
Entering Unmasked Estep 
Score: -8924491.000000 Penalty: 1118.221680
	Iteration 6F: 3 clusters Score -8924491 nChanged 12048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 206351 members 
Entering Unmasked Estep 
Score: -8936465.000000 Penalty: 1118.221680
	Iteration 7F: 3 clusters Score -8936465 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 213179 members 
Entering Unmasked Estep 
Score: -8943173.000000 Penalty: 1118.221680
	Iteration 8Q: 3 clusters Score -8943173 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 215960 members 
Entering Unmasked Estep 
Score: -8945784.000000 Penalty: 1118.221680
	Iteration 9Q: 3 clusters Score -8945784 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 216775 members 
Entering Unmasked Estep 
Score: -8946526.000000 Penalty: 1118.221680
	Iteration 10Q: 3 clusters Score -8946526 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 216978 members 
Entering Unmasked Estep 
Score: -8946692.000000 Penalty: 1118.221680
	Iteration 11Q: 3 clusters Score -8946692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 217025 members 
Entering Unmasked Estep 
Score: -8946738.000000 Penalty: 1118.221680
	Iteration 12Q: 3 clusters Score -8946738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 217031 members 
Entering Unmasked Estep 
Score: -8946770.000000 Penalty: 1118.221680
	Iteration 13Q: 3 clusters Score -8946770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 217031 members 
Entering Unmasked Estep 
Score: -8946788.000000 Penalty: 1118.221680
	Iteration 14Q: 3 clusters Score -8946788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 217033 members 
Entering Unmasked Estep 
Score: -8946807.000000 Penalty: 1118.221680
	Iteration 15Q: 3 clusters Score -8946807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 217036 members 
Entering Unmasked Estep 
Score: -8946806.000000 Penalty: 1118.221680
	Iteration 16Q: 3 clusters Score -8946806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 217037 members 
Entering Unmasked Estep 
Score: -8946815.000000 Penalty: 1118.221680
	Iteration 17Q: 3 clusters Score -8946815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 217037 members 
Entering Unmasked Estep 
Score: -8946821.000000 Penalty: 1118.221680
	Iteration 18Q: 3 clusters Score -8946821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 217037 members 
Entering Unmasked Estep 
Score: -8946826.000000 Penalty: 1118.221680
	Iteration 19Q: 3 clusters Score -8946826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 217034 members 
Entering Unmasked Estep 
Score: -8946822.000000 Penalty: 1118.221680
	Iteration 20F: 3 clusters Score -8946822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 217032 members 
Entering Unmasked Estep 
Score: -8946824.000000 Penalty: 1118.221680
	Iteration 21Q: 3 clusters Score -8946824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 217031 members 
Entering Unmasked Estep 
Score: -8946830.000000 Penalty: 1118.221680
	Iteration 22Q: 3 clusters Score -8946830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 217030 members 
Entering Unmasked Estep 
Score: -8946831.000000 Penalty: 1118.221680
	Iteration 23Q: 3 clusters Score -8946831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 217030 members 
Entering Unmasked Estep 
Score: -8946831.000000 Penalty: 1118.221680
	Iteration 24F: 3 clusters Score -8946831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Entering Unmasked Estep 
Score: -324543.750000 Penalty: 409.375824
	Iteration 0F: 2 clusters Score -324543.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -319119.593750 Penalty: 818.751648
	Iteration 0F: 3 clusters Score -319119.6 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -321245.000000 Penalty: 818.751648
	Iteration 1F: 3 clusters Score -321245 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -321430.281250 Penalty: 818.751648
	Iteration 2F: 3 clusters Score -321430.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -321614.718750 Penalty: 818.751648
	Iteration 3F: 3 clusters Score -321614.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -321832.843750 Penalty: 818.751648
	Iteration 4Q: 3 clusters Score -321832.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -322089.562500 Penalty: 818.751648
	Iteration 5F: 3 clusters Score -322089.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -322350.968750 Penalty: 818.751648
	Iteration 6F: 3 clusters Score -322351 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -322633.593750 Penalty: 818.751648
	Iteration 7Q: 3 clusters Score -322633.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -322840.125000 Penalty: 818.751648
	Iteration 8Q: 3 clusters Score -322840.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -322969.593750 Penalty: 818.751648
	Iteration 9Q: 3 clusters Score -322969.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -323084.281250 Penalty: 818.751648
	Iteration 10Q: 3 clusters Score -323084.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -323176.687500 Penalty: 818.751648
	Iteration 11Q: 3 clusters Score -323176.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -323250.781250 Penalty: 818.751648
	Iteration 12Q: 3 clusters Score -323250.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -323312.750000 Penalty: 818.751648
	Iteration 13Q: 3 clusters Score -323312.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -323379.312500 Penalty: 818.751648
	Iteration 14Q: 3 clusters Score -323379.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -323443.000000 Penalty: 818.751648
	Iteration 15Q: 3 clusters Score -323443 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -323520.468750 Penalty: 818.751648
	Iteration 16Q: 3 clusters Score -323520.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -323613.468750 Penalty: 818.751648
	Iteration 17Q: 3 clusters Score -323613.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -323729.093750 Penalty: 818.751648
	Iteration 18Q: 3 clusters Score -323729.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -323883.000000 Penalty: 818.751648
	Iteration 19Q: 3 clusters Score -323883 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -324023.937500 Penalty: 818.751648
	Iteration 20F: 3 clusters Score -324023.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -324110.218750 Penalty: 818.751648
	Iteration 21Q: 3 clusters Score -324110.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -324154.906250 Penalty: 818.751648
	Iteration 22Q: 3 clusters Score -324154.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -324176.218750 Penalty: 818.751648
	Iteration 23Q: 3 clusters Score -324176.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -324185.843750 Penalty: 818.751648
	Iteration 24Q: 3 clusters Score -324185.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -324192.281250 Penalty: 818.751648
	Iteration 25Q: 3 clusters Score -324192.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -324196.593750 Penalty: 818.751648
	Iteration 26Q: 3 clusters Score -324196.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -324201.312500 Penalty: 818.751648
	Iteration 27Q: 3 clusters Score -324201.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -324205.031250 Penalty: 818.751648
	Iteration 28Q: 3 clusters Score -324205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -324211.937500 Penalty: 818.751648
	Iteration 29Q: 3 clusters Score -324211.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -324213.093750 Penalty: 818.751648
	Iteration 30Q: 3 clusters Score -324213.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -324214.843750 Penalty: 818.751648
	Iteration 31Q: 3 clusters Score -324214.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -324216.718750 Penalty: 818.751648
	Iteration 32Q: 3 clusters Score -324216.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -324216.750000 Penalty: 818.751648
	Iteration 33Q: 3 clusters Score -324216.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -324217.500000 Penalty: 818.751648
	Iteration 34Q: 3 clusters Score -324217.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -324218.093750 Penalty: 818.751648
	Iteration 35Q: 3 clusters Score -324218.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -324218.062500 Penalty: 818.751648
	Iteration 36Q: 3 clusters Score -324218.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -324217.843750 Penalty: 818.751648
	Iteration 37Q: 3 clusters Score -324217.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -324218.000000 Penalty: 818.751648
	Iteration 38Q: 3 clusters Score -324218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -324217.937500 Penalty: 818.751648
	Iteration 39Q: 3 clusters Score -324217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -324218.437500 Penalty: 818.751648
	Iteration 40F: 3 clusters Score -324218.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -324218.843750 Penalty: 818.751648
	Iteration 41Q: 3 clusters Score -324218.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -324220.281250 Penalty: 818.751648
	Iteration 42Q: 3 clusters Score -324220.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -324221.593750 Penalty: 818.751648
	Iteration 43Q: 3 clusters Score -324221.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -324222.187500 Penalty: 818.751648
	Iteration 44Q: 3 clusters Score -324222.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -324223.937500 Penalty: 818.751648
	Iteration 45Q: 3 clusters Score -324223.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -324225.281250 Penalty: 818.751648
	Iteration 46Q: 3 clusters Score -324225.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -324225.468750 Penalty: 818.751648
	Iteration 47Q: 3 clusters Score -324225.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -324226.187500 Penalty: 818.751648
	Iteration 48Q: 3 clusters Score -324226.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -324227.531250 Penalty: 818.751648
	Iteration 49Q: 3 clusters Score -324227.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -324227.937500 Penalty: 818.751648
	Iteration 50Q: 3 clusters Score -324227.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -324228.062500 Penalty: 818.751648
	Iteration 51Q: 3 clusters Score -324228.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -324228.500000 Penalty: 818.751648
	Iteration 52Q: 3 clusters Score -324228.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -324228.218750 Penalty: 818.751648
	Iteration 53Q: 3 clusters Score -324228.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -324228.375000 Penalty: 818.751648
	Iteration 54Q: 3 clusters Score -324228.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -324229.281250 Penalty: 818.751648
	Iteration 55Q: 3 clusters Score -324229.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -324230.000000 Penalty: 818.751648
	Iteration 56Q: 3 clusters Score -324230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -324232.750000 Penalty: 818.751648
	Iteration 57Q: 3 clusters Score -324232.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -324233.218750 Penalty: 818.751648
	Iteration 58Q: 3 clusters Score -324233.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -324234.843750 Penalty: 818.751648
	Iteration 59Q: 3 clusters Score -324234.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -324236.718750 Penalty: 818.751648
	Iteration 60F: 3 clusters Score -324236.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -324238.375000 Penalty: 818.751648
	Iteration 61Q: 3 clusters Score -324238.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -324237.531250 Penalty: 818.751648
	Iteration 62Q: 3 clusters Score -324237.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -324239.906250 Penalty: 818.751648
	Iteration 63Q: 3 clusters Score -324239.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -324242.343750 Penalty: 818.751648
	Iteration 64Q: 3 clusters Score -324242.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -324243.718750 Penalty: 818.751648
	Iteration 65Q: 3 clusters Score -324243.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -324245.843750 Penalty: 818.751648
	Iteration 66Q: 3 clusters Score -324245.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -324248.343750 Penalty: 818.751648
	Iteration 67Q: 3 clusters Score -324248.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -324249.562500 Penalty: 818.751648
	Iteration 68Q: 3 clusters Score -324249.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -324249.812500 Penalty: 818.751648
	Iteration 69Q: 3 clusters Score -324249.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -324250.093750 Penalty: 818.751648
	Iteration 70Q: 3 clusters Score -324250.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -324251.593750 Penalty: 818.751648
	Iteration 71Q: 3 clusters Score -324251.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -324252.125000 Penalty: 818.751648
	Iteration 72Q: 3 clusters Score -324252.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -324252.812500 Penalty: 818.751648
	Iteration 73Q: 3 clusters Score -324252.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -324253.093750 Penalty: 818.751648
	Iteration 74Q: 3 clusters Score -324253.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -324254.937500 Penalty: 818.751648
	Iteration 75Q: 3 clusters Score -324254.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -324256.093750 Penalty: 818.751648
	Iteration 76Q: 3 clusters Score -324256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -324256.125000 Penalty: 818.751648
	Iteration 77Q: 3 clusters Score -324256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -324255.843750 Penalty: 818.751648
	Iteration 78Q: 3 clusters Score -324255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -324255.843750 Penalty: 818.751648
	Iteration 79F: 3 clusters Score -324255.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -13804.927734 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -13804.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13395.671875 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -13395.67 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -13514.145508 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -13514.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -13550.538086 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -13550.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -13574.901367 Penalty: 546.578186
	Iteration 3Q: 3 clusters Score -13574.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -13587.826172 Penalty: 546.578186
	Iteration 4Q: 3 clusters Score -13587.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -13594.625977 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -13594.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -13596.481445 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -13596.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13597.571289 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -13597.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -13597.866211 Penalty: 546.578186
	Iteration 8Q: 3 clusters Score -13597.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -13598.056641 Penalty: 546.578186
	Iteration 9Q: 3 clusters Score -13598.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -13598.056641 Penalty: 546.578186
	Iteration 10F: 3 clusters Score -13598.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -39539.835938 Penalty: 314.935455
	Iteration 0F: 2 clusters Score -39539.84 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 529 members 
Entering Unmasked Estep 
Score: -38695.355469 Penalty: 629.870911
	Iteration 0F: 3 clusters Score -38695.36 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -38954.265625 Penalty: 629.870911
	Iteration 1F: 3 clusters Score -38954.27 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -39011.285156 Penalty: 629.870911
	Iteration 2F: 3 clusters Score -39011.29 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -39044.519531 Penalty: 629.870911
	Iteration 3F: 3 clusters Score -39044.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -39074.718750 Penalty: 629.870911
	Iteration 4Q: 3 clusters Score -39074.72 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -39096.812500 Penalty: 629.870911
	Iteration 5Q: 3 clusters Score -39096.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -39107.304688 Penalty: 629.870911
	Iteration 6Q: 3 clusters Score -39107.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -39117.945312 Penalty: 629.870911
	Iteration 7Q: 3 clusters Score -39117.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -39122.523438 Penalty: 629.870911
	Iteration 8Q: 3 clusters Score -39122.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -39132.753906 Penalty: 629.870911
	Iteration 9Q: 3 clusters Score -39132.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -39143.179688 Penalty: 629.870911
	Iteration 10Q: 3 clusters Score -39143.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -39148.695312 Penalty: 629.870911
	Iteration 11Q: 3 clusters Score -39148.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -39152.730469 Penalty: 629.870911
	Iteration 12Q: 3 clusters Score -39152.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -39159.207031 Penalty: 629.870911
	Iteration 13Q: 3 clusters Score -39159.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -39164.417969 Penalty: 629.870911
	Iteration 14Q: 3 clusters Score -39164.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -39172.238281 Penalty: 629.870911
	Iteration 15Q: 3 clusters Score -39172.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -39179.640625 Penalty: 629.870911
	Iteration 16Q: 3 clusters Score -39179.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -39185.148438 Penalty: 629.870911
	Iteration 17Q: 3 clusters Score -39185.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -39189.449219 Penalty: 629.870911
	Iteration 18Q: 3 clusters Score -39189.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -39191.941406 Penalty: 629.870911
	Iteration 19Q: 3 clusters Score -39191.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -39192.613281 Penalty: 629.870911
	Iteration 20F: 3 clusters Score -39192.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -39193.257812 Penalty: 629.870911
	Iteration 21Q: 3 clusters Score -39193.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -39193.972656 Penalty: 629.870911
	Iteration 22Q: 3 clusters Score -39193.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -39194.500000 Penalty: 629.870911
	Iteration 23Q: 3 clusters Score -39194.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -39194.500000 Penalty: 629.870911
	Iteration 24F: 3 clusters Score -39194.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Entering Unmasked Estep 
Score: -154989.734375 Penalty: 375.899445
	Iteration 0F: 2 clusters Score -154989.7 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 1922 members 
Entering Unmasked Estep 
Score: -152343.406250 Penalty: 751.798889
	Iteration 0F: 3 clusters Score -152343.4 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -153265.546875 Penalty: 751.798889
	Iteration 1F: 3 clusters Score -153265.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -153397.984375 Penalty: 751.798889
	Iteration 2F: 3 clusters Score -153398 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -153587.546875 Penalty: 751.798889
	Iteration 3F: 3 clusters Score -153587.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -153777.734375 Penalty: 751.798889
	Iteration 4F: 3 clusters Score -153777.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -153943.328125 Penalty: 751.798889
	Iteration 5F: 3 clusters Score -153943.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -154047.734375 Penalty: 751.798889
	Iteration 6Q: 3 clusters Score -154047.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -154092.968750 Penalty: 751.798889
	Iteration 7Q: 3 clusters Score -154093 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -154118.375000 Penalty: 751.798889
	Iteration 8Q: 3 clusters Score -154118.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -154131.281250 Penalty: 751.798889
	Iteration 9Q: 3 clusters Score -154131.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -154143.750000 Penalty: 751.798889
	Iteration 10Q: 3 clusters Score -154143.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -154160.062500 Penalty: 751.798889
	Iteration 11Q: 3 clusters Score -154160.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -154175.656250 Penalty: 751.798889
	Iteration 12Q: 3 clusters Score -154175.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -154185.468750 Penalty: 751.798889
	Iteration 13Q: 3 clusters Score -154185.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -154197.187500 Penalty: 751.798889
	Iteration 14Q: 3 clusters Score -154197.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -154210.343750 Penalty: 751.798889
	Iteration 15Q: 3 clusters Score -154210.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -154221.859375 Penalty: 751.798889
	Iteration 16Q: 3 clusters Score -154221.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -154232.296875 Penalty: 751.798889
	Iteration 17Q: 3 clusters Score -154232.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -154237.578125 Penalty: 751.798889
	Iteration 18Q: 3 clusters Score -154237.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -154244.390625 Penalty: 751.798889
	Iteration 19Q: 3 clusters Score -154244.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -154250.796875 Penalty: 751.798889
	Iteration 20F: 3 clusters Score -154250.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -154256.281250 Penalty: 751.798889
	Iteration 21Q: 3 clusters Score -154256.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -154260.187500 Penalty: 751.798889
	Iteration 22Q: 3 clusters Score -154260.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -154263.781250 Penalty: 751.798889
	Iteration 23Q: 3 clusters Score -154263.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -154267.843750 Penalty: 751.798889
	Iteration 24Q: 3 clusters Score -154267.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -154271.906250 Penalty: 751.798889
	Iteration 25Q: 3 clusters Score -154271.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -154275.515625 Penalty: 751.798889
	Iteration 26Q: 3 clusters Score -154275.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -154280.031250 Penalty: 751.798889
	Iteration 27Q: 3 clusters Score -154280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -154287.468750 Penalty: 751.798889
	Iteration 28Q: 3 clusters Score -154287.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -154295.203125 Penalty: 751.798889
	Iteration 29Q: 3 clusters Score -154295.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -154304.515625 Penalty: 751.798889
	Iteration 30Q: 3 clusters Score -154304.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -154317.328125 Penalty: 751.798889
	Iteration 31Q: 3 clusters Score -154317.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -154334.171875 Penalty: 751.798889
	Iteration 32Q: 3 clusters Score -154334.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -154351.656250 Penalty: 751.798889
	Iteration 33Q: 3 clusters Score -154351.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -154368.859375 Penalty: 751.798889
	Iteration 34Q: 3 clusters Score -154368.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -154393.687500 Penalty: 751.798889
	Iteration 35Q: 3 clusters Score -154393.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -154421.578125 Penalty: 751.798889
	Iteration 36Q: 3 clusters Score -154421.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -154454.453125 Penalty: 751.798889
	Iteration 37Q: 3 clusters Score -154454.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -154479.437500 Penalty: 751.798889
	Iteration 38Q: 3 clusters Score -154479.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -154496.968750 Penalty: 751.798889
	Iteration 39Q: 3 clusters Score -154497 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -154512.937500 Penalty: 751.798889
	Iteration 40F: 3 clusters Score -154512.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -154526.515625 Penalty: 751.798889
	Iteration 41Q: 3 clusters Score -154526.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -154537.828125 Penalty: 751.798889
	Iteration 42Q: 3 clusters Score -154537.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -154548.937500 Penalty: 751.798889
	Iteration 43Q: 3 clusters Score -154548.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -154557.703125 Penalty: 751.798889
	Iteration 44Q: 3 clusters Score -154557.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -154562.281250 Penalty: 751.798889
	Iteration 45Q: 3 clusters Score -154562.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -154566.453125 Penalty: 751.798889
	Iteration 46Q: 3 clusters Score -154566.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -154571.140625 Penalty: 751.798889
	Iteration 47Q: 3 clusters Score -154571.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -154579.468750 Penalty: 751.798889
	Iteration 48Q: 3 clusters Score -154579.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -154585.406250 Penalty: 751.798889
	Iteration 49Q: 3 clusters Score -154585.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -154591.328125 Penalty: 751.798889
	Iteration 50Q: 3 clusters Score -154591.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -154594.281250 Penalty: 751.798889
	Iteration 51Q: 3 clusters Score -154594.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -154597.640625 Penalty: 751.798889
	Iteration 52Q: 3 clusters Score -154597.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -154600.453125 Penalty: 751.798889
	Iteration 53Q: 3 clusters Score -154600.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -154601.187500 Penalty: 751.798889
	Iteration 54Q: 3 clusters Score -154601.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -154601.546875 Penalty: 751.798889
	Iteration 55Q: 3 clusters Score -154601.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -154601.953125 Penalty: 751.798889
	Iteration 56Q: 3 clusters Score -154602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -154602.140625 Penalty: 751.798889
	Iteration 57Q: 3 clusters Score -154602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -154602.546875 Penalty: 751.798889
	Iteration 58Q: 3 clusters Score -154602.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -154603.593750 Penalty: 751.798889
	Iteration 59Q: 3 clusters Score -154603.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -154604.515625 Penalty: 751.798889
	Iteration 60F: 3 clusters Score -154604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -154608.015625 Penalty: 751.798889
	Iteration 61Q: 3 clusters Score -154608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -154609.171875 Penalty: 751.798889
	Iteration 62Q: 3 clusters Score -154609.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -154610.453125 Penalty: 751.798889
	Iteration 63Q: 3 clusters Score -154610.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -154611.796875 Penalty: 751.798889
	Iteration 64Q: 3 clusters Score -154611.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -154613.843750 Penalty: 751.798889
	Iteration 65Q: 3 clusters Score -154613.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -154618.593750 Penalty: 751.798889
	Iteration 66Q: 3 clusters Score -154618.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -154622.718750 Penalty: 751.798889
	Iteration 67Q: 3 clusters Score -154622.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -154624.187500 Penalty: 751.798889
	Iteration 68Q: 3 clusters Score -154624.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -154626.500000 Penalty: 751.798889
	Iteration 69Q: 3 clusters Score -154626.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -154630.859375 Penalty: 751.798889
	Iteration 70Q: 3 clusters Score -154630.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -154633.000000 Penalty: 751.798889
	Iteration 71Q: 3 clusters Score -154633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -154636.296875 Penalty: 751.798889
	Iteration 72Q: 3 clusters Score -154636.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -154636.687500 Penalty: 751.798889
	Iteration 73Q: 3 clusters Score -154636.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -154637.796875 Penalty: 751.798889
	Iteration 74Q: 3 clusters Score -154637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -154639.062500 Penalty: 751.798889
	Iteration 75Q: 3 clusters Score -154639.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -154640.734375 Penalty: 751.798889
	Iteration 76Q: 3 clusters Score -154640.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -154642.609375 Penalty: 751.798889
	Iteration 77Q: 3 clusters Score -154642.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -154643.015625 Penalty: 751.798889
	Iteration 78Q: 3 clusters Score -154643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -154643.515625 Penalty: 751.798889
	Iteration 79Q: 3 clusters Score -154643.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -154644.312500 Penalty: 751.798889
	Iteration 80F: 3 clusters Score -154644.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -154646.578125 Penalty: 751.798889
	Iteration 81Q: 3 clusters Score -154646.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -154653.312500 Penalty: 751.798889
	Iteration 82Q: 3 clusters Score -154653.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -154658.125000 Penalty: 751.798889
	Iteration 83Q: 3 clusters Score -154658.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -154661.781250 Penalty: 751.798889
	Iteration 84Q: 3 clusters Score -154661.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -154665.703125 Penalty: 751.798889
	Iteration 85Q: 3 clusters Score -154665.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -154668.000000 Penalty: 751.798889
	Iteration 86Q: 3 clusters Score -154668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -154668.703125 Penalty: 751.798889
	Iteration 87Q: 3 clusters Score -154668.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -154668.703125 Penalty: 751.798889
	Iteration 88F: 3 clusters Score -154668.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -19568.214844 Penalty: 288.406036
	Iteration 0F: 2 clusters Score -19568.21 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 273 members 
Entering Unmasked Estep 
Score: -19087.998047 Penalty: 576.812073
	Iteration 0F: 3 clusters Score -19088 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -19267.312500 Penalty: 576.812073
	Iteration 1F: 3 clusters Score -19267.31 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -19314.990234 Penalty: 576.812073
	Iteration 2F: 3 clusters Score -19314.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -19351.382812 Penalty: 576.812073
	Iteration 3F: 3 clusters Score -19351.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -19373.000000 Penalty: 576.812073
	Iteration 4Q: 3 clusters Score -19373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -19387.386719 Penalty: 576.812073
	Iteration 5Q: 3 clusters Score -19387.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -19398.904297 Penalty: 576.812073
	Iteration 6Q: 3 clusters Score -19398.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -19408.406250 Penalty: 576.812073
	Iteration 7Q: 3 clusters Score -19408.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -19414.232422 Penalty: 576.812073
	Iteration 8Q: 3 clusters Score -19414.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -19416.353516 Penalty: 576.812073
	Iteration 9Q: 3 clusters Score -19416.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -19417.691406 Penalty: 576.812073
	Iteration 10Q: 3 clusters Score -19417.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -19418.666016 Penalty: 576.812073
	Iteration 11Q: 3 clusters Score -19418.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -19419.697266 Penalty: 576.812073
	Iteration 12Q: 3 clusters Score -19419.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -19420.519531 Penalty: 576.812073
	Iteration 13Q: 3 clusters Score -19420.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -19422.058594 Penalty: 576.812073
	Iteration 14Q: 3 clusters Score -19422.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -19422.933594 Penalty: 576.812073
	Iteration 15Q: 3 clusters Score -19422.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -19422.933594 Penalty: 576.812073
	Iteration 16F: 3 clusters Score -19422.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -40918.503906 Penalty: 316.695831
	Iteration 0F: 2 clusters Score -40918.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -40052.648438 Penalty: 633.391663
	Iteration 0F: 3 clusters Score -40052.65 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -40299.949219 Penalty: 633.391663
	Iteration 1F: 3 clusters Score -40299.95 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -40382.171875 Penalty: 633.391663
	Iteration 2F: 3 clusters Score -40382.17 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -40460.992188 Penalty: 633.391663
	Iteration 3F: 3 clusters Score -40460.99 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40528.703125 Penalty: 633.391663
	Iteration 4F: 3 clusters Score -40528.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -40569.335938 Penalty: 633.391663
	Iteration 5Q: 3 clusters Score -40569.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40597.933594 Penalty: 633.391663
	Iteration 6Q: 3 clusters Score -40597.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40639.242188 Penalty: 633.391663
	Iteration 7Q: 3 clusters Score -40639.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40659.078125 Penalty: 633.391663
	Iteration 8Q: 3 clusters Score -40659.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40665.085938 Penalty: 633.391663
	Iteration 9Q: 3 clusters Score -40665.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40667.261719 Penalty: 633.391663
	Iteration 10Q: 3 clusters Score -40667.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40668.878906 Penalty: 633.391663
	Iteration 11Q: 3 clusters Score -40668.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40672.289062 Penalty: 633.391663
	Iteration 12Q: 3 clusters Score -40672.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40679.039062 Penalty: 633.391663
	Iteration 13Q: 3 clusters Score -40679.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40684.039062 Penalty: 633.391663
	Iteration 14Q: 3 clusters Score -40684.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40686.671875 Penalty: 633.391663
	Iteration 15Q: 3 clusters Score -40686.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40691.054688 Penalty: 633.391663
	Iteration 16Q: 3 clusters Score -40691.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40695.050781 Penalty: 633.391663
	Iteration 17Q: 3 clusters Score -40695.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40695.859375 Penalty: 633.391663
	Iteration 18Q: 3 clusters Score -40695.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40696.253906 Penalty: 633.391663
	Iteration 19Q: 3 clusters Score -40696.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40697.281250 Penalty: 633.391663
	Iteration 20F: 3 clusters Score -40697.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40697.574219 Penalty: 633.391663
	Iteration 21Q: 3 clusters Score -40697.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40697.574219 Penalty: 633.391663
	Iteration 22F: 3 clusters Score -40697.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -10843.807617 Penalty: 262.742096
	Iteration 0F: 2 clusters Score -10843.81 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 154 members 
Entering Unmasked Estep 
Score: -10492.110352 Penalty: 525.484192
	Iteration 0F: 3 clusters Score -10492.11 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10656.308594 Penalty: 525.484192
	Iteration 1F: 3 clusters Score -10656.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -10715.655273 Penalty: 525.484192
	Iteration 2F: 3 clusters Score -10715.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10792.846680 Penalty: 525.484192
	Iteration 3F: 3 clusters Score -10792.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10860.694336 Penalty: 525.484192
	Iteration 4F: 3 clusters Score -10860.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10883.452148 Penalty: 525.484192
	Iteration 5Q: 3 clusters Score -10883.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10889.591797 Penalty: 525.484192
	Iteration 6Q: 3 clusters Score -10889.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10890.314453 Penalty: 525.484192
	Iteration 7Q: 3 clusters Score -10890.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10893.476562 Penalty: 525.484192
	Iteration 8Q: 3 clusters Score -10893.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10894.093750 Penalty: 525.484192
	Iteration 9Q: 3 clusters Score -10894.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10894.093750 Penalty: 525.484192
	Iteration 10F: 3 clusters Score -10894.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 57598 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 605 members 
Mstep: Class 37 contains 2065 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1856 members 
Mstep: Class 41 contains 26453 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 933 members 
Mstep: Class 44 contains 5968 members 
Mstep: Class 45 contains 164 members 
Entering Unmasked Estep 
Score: -28358388.000000 Penalty: 27642.884766
Splitting cluster 35 changes total score from -28358698.000000 to -28358388.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -19813.912109 Penalty: 291.437897
	Iteration 0F: 2 clusters Score -19813.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -19275.236328 Penalty: 582.875793
	Iteration 0F: 3 clusters Score -19275.24 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -19474.806641 Penalty: 582.875793
	Iteration 1F: 3 clusters Score -19474.81 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19505.285156 Penalty: 582.875793
	Iteration 2F: 3 clusters Score -19505.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -19527.091797 Penalty: 582.875793
	Iteration 3Q: 3 clusters Score -19527.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19538.267578 Penalty: 582.875793
	Iteration 4Q: 3 clusters Score -19538.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -19547.490234 Penalty: 582.875793
	Iteration 5Q: 3 clusters Score -19547.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -19554.640625 Penalty: 582.875793
	Iteration 6Q: 3 clusters Score -19554.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -19561.681641 Penalty: 582.875793
	Iteration 7Q: 3 clusters Score -19561.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -19567.826172 Penalty: 582.875793
	Iteration 8Q: 3 clusters Score -19567.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -19569.830078 Penalty: 582.875793
	Iteration 9Q: 3 clusters Score -19569.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -19572.037109 Penalty: 582.875793
	Iteration 10Q: 3 clusters Score -19572.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -19575.521484 Penalty: 582.875793
	Iteration 11Q: 3 clusters Score -19575.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -19580.626953 Penalty: 582.875793
	Iteration 12Q: 3 clusters Score -19580.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -19583.021484 Penalty: 582.875793
	Iteration 13Q: 3 clusters Score -19583.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -19587.363281 Penalty: 582.875793
	Iteration 14Q: 3 clusters Score -19587.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -19591.595703 Penalty: 582.875793
	Iteration 15Q: 3 clusters Score -19591.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -19596.128906 Penalty: 582.875793
	Iteration 16Q: 3 clusters Score -19596.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -19600.886719 Penalty: 582.875793
	Iteration 17Q: 3 clusters Score -19600.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -19602.404297 Penalty: 582.875793
	Iteration 18Q: 3 clusters Score -19602.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -19603.462891 Penalty: 582.875793
	Iteration 19Q: 3 clusters Score -19603.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -19603.974609 Penalty: 582.875793
	Iteration 20F: 3 clusters Score -19603.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Entering Unmasked Estep 
Score: -85366.031250 Penalty: 347.296295
	Iteration 0F: 2 clusters Score -85366.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -83876.046875 Penalty: 694.592590
	Iteration 0F: 3 clusters Score -83876.05 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -84334.648438 Penalty: 694.592590
	Iteration 1F: 3 clusters Score -84334.65 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -84444.640625 Penalty: 694.592590
	Iteration 2F: 3 clusters Score -84444.64 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -84558.093750 Penalty: 694.592590
	Iteration 3F: 3 clusters Score -84558.09 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -84666.804688 Penalty: 694.592590
	Iteration 4F: 3 clusters Score -84666.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -84758.632812 Penalty: 694.592590
	Iteration 5F: 3 clusters Score -84758.63 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -84826.296875 Penalty: 694.592590
	Iteration 6Q: 3 clusters Score -84826.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -84880.984375 Penalty: 694.592590
	Iteration 7Q: 3 clusters Score -84880.98 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -84925.421875 Penalty: 694.592590
	Iteration 8Q: 3 clusters Score -84925.42 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -84970.421875 Penalty: 694.592590
	Iteration 9Q: 3 clusters Score -84970.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -85008.601562 Penalty: 694.592590
	Iteration 10Q: 3 clusters Score -85008.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -85033.664062 Penalty: 694.592590
	Iteration 11Q: 3 clusters Score -85033.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -85049.937500 Penalty: 694.592590
	Iteration 12Q: 3 clusters Score -85049.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -85059.648438 Penalty: 694.592590
	Iteration 13Q: 3 clusters Score -85059.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -85064.906250 Penalty: 694.592590
	Iteration 14Q: 3 clusters Score -85064.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -85068.453125 Penalty: 694.592590
	Iteration 15Q: 3 clusters Score -85068.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -85068.453125 Penalty: 694.592590
	Iteration 16F: 3 clusters Score -85068.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -11359.230469 Penalty: 272.611633
	Iteration 0F: 2 clusters Score -11359.23 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 187 members 
Entering Unmasked Estep 
Score: -10953.608398 Penalty: 545.223267
	Iteration 0F: 3 clusters Score -10953.61 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11103.340820 Penalty: 545.223267
	Iteration 1F: 3 clusters Score -11103.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -11173.859375 Penalty: 545.223267
	Iteration 2F: 3 clusters Score -11173.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11215.728516 Penalty: 545.223267
	Iteration 3F: 3 clusters Score -11215.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -11226.047852 Penalty: 545.223267
	Iteration 4Q: 3 clusters Score -11226.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -11231.683594 Penalty: 545.223267
	Iteration 5Q: 3 clusters Score -11231.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -11236.878906 Penalty: 545.223267
	Iteration 6Q: 3 clusters Score -11236.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -11240.973633 Penalty: 545.223267
	Iteration 7Q: 3 clusters Score -11240.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11247.910156 Penalty: 545.223267
	Iteration 8Q: 3 clusters Score -11247.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -11267.222656 Penalty: 545.223267
	Iteration 9Q: 3 clusters Score -11267.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11277.969727 Penalty: 545.223267
	Iteration 10Q: 3 clusters Score -11277.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11289.345703 Penalty: 545.223267
	Iteration 11Q: 3 clusters Score -11289.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -11291.598633 Penalty: 545.223267
	Iteration 12Q: 3 clusters Score -11291.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -11292.578125 Penalty: 545.223267
	Iteration 13Q: 3 clusters Score -11292.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11293.171875 Penalty: 545.223267
	Iteration 14Q: 3 clusters Score -11293.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -11293.418945 Penalty: 545.223267
	Iteration 15Q: 3 clusters Score -11293.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -11293.418945 Penalty: 545.223267
	Iteration 16F: 3 clusters Score -11293.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -30771.083984 Penalty: 305.934387
	Iteration 0F: 2 clusters Score -30771.08 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 421 members 
Entering Unmasked Estep 
Score: -30082.917969 Penalty: 611.868774
	Iteration 0F: 3 clusters Score -30082.92 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -30271.351562 Penalty: 611.868774
	Iteration 1F: 3 clusters Score -30271.35 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -30313.423828 Penalty: 611.868774
	Iteration 2F: 3 clusters Score -30313.42 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -30332.414062 Penalty: 611.868774
	Iteration 3Q: 3 clusters Score -30332.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -30348.556641 Penalty: 611.868774
	Iteration 4Q: 3 clusters Score -30348.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -30366.183594 Penalty: 611.868774
	Iteration 5Q: 3 clusters Score -30366.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -30386.101562 Penalty: 611.868774
	Iteration 6Q: 3 clusters Score -30386.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -30405.869141 Penalty: 611.868774
	Iteration 7Q: 3 clusters Score -30405.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -30428.273438 Penalty: 611.868774
	Iteration 8Q: 3 clusters Score -30428.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -30441.056641 Penalty: 611.868774
	Iteration 9Q: 3 clusters Score -30441.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -30452.654297 Penalty: 611.868774
	Iteration 10Q: 3 clusters Score -30452.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -30458.019531 Penalty: 611.868774
	Iteration 11Q: 3 clusters Score -30458.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -30463.593750 Penalty: 611.868774
	Iteration 12Q: 3 clusters Score -30463.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -30466.669922 Penalty: 611.868774
	Iteration 13Q: 3 clusters Score -30466.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -30468.974609 Penalty: 611.868774
	Iteration 14Q: 3 clusters Score -30468.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -30471.201172 Penalty: 611.868774
	Iteration 15Q: 3 clusters Score -30471.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -30473.441406 Penalty: 611.868774
	Iteration 16Q: 3 clusters Score -30473.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -30475.431641 Penalty: 611.868774
	Iteration 17Q: 3 clusters Score -30475.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -30476.630859 Penalty: 611.868774
	Iteration 18Q: 3 clusters Score -30476.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -30477.101562 Penalty: 611.868774
	Iteration 19Q: 3 clusters Score -30477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -30477.869141 Penalty: 611.868774
	Iteration 20F: 3 clusters Score -30477.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -30478.554688 Penalty: 611.868774
	Iteration 21Q: 3 clusters Score -30478.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -30480.363281 Penalty: 611.868774
	Iteration 22Q: 3 clusters Score -30480.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -30484.759766 Penalty: 611.868774
	Iteration 23Q: 3 clusters Score -30484.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -30489.599609 Penalty: 611.868774
	Iteration 24Q: 3 clusters Score -30489.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -30495.812500 Penalty: 611.868774
	Iteration 25Q: 3 clusters Score -30495.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -30499.937500 Penalty: 611.868774
	Iteration 26Q: 3 clusters Score -30499.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -30503.955078 Penalty: 611.868774
	Iteration 27Q: 3 clusters Score -30503.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -30505.677734 Penalty: 611.868774
	Iteration 28Q: 3 clusters Score -30505.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -30509.482422 Penalty: 611.868774
	Iteration 29Q: 3 clusters Score -30509.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -30515.843750 Penalty: 611.868774
	Iteration 30Q: 3 clusters Score -30515.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -30523.048828 Penalty: 611.868774
	Iteration 31Q: 3 clusters Score -30523.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -30534.433594 Penalty: 611.868774
	Iteration 32Q: 3 clusters Score -30534.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -30542.304688 Penalty: 611.868774
	Iteration 33Q: 3 clusters Score -30542.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -30553.265625 Penalty: 611.868774
	Iteration 34Q: 3 clusters Score -30553.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -30557.109375 Penalty: 611.868774
	Iteration 35Q: 3 clusters Score -30557.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -30561.500000 Penalty: 611.868774
	Iteration 36Q: 3 clusters Score -30561.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -30566.201172 Penalty: 611.868774
	Iteration 37Q: 3 clusters Score -30566.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -30569.546875 Penalty: 611.868774
	Iteration 38Q: 3 clusters Score -30569.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -30570.591797 Penalty: 611.868774
	Iteration 39Q: 3 clusters Score -30570.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -30571.265625 Penalty: 611.868774
	Iteration 40F: 3 clusters Score -30571.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Entering Unmasked Estep 
Score: -63072.230469 Penalty: 342.441132
	Iteration 0F: 2 clusters Score -63072.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -61719.796875 Penalty: 684.882263
	Iteration 0F: 3 clusters Score -61719.8 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -62174.550781 Penalty: 684.882263
	Iteration 1F: 3 clusters Score -62174.55 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -62260.957031 Penalty: 684.882263
	Iteration 2F: 3 clusters Score -62260.96 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -62345.796875 Penalty: 684.882263
	Iteration 3F: 3 clusters Score -62345.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -62446.394531 Penalty: 684.882263
	Iteration 4F: 3 clusters Score -62446.39 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -62574.312500 Penalty: 684.882263
	Iteration 5F: 3 clusters Score -62574.31 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -62692.468750 Penalty: 684.882263
	Iteration 6F: 3 clusters Score -62692.47 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -62783.648438 Penalty: 684.882263
	Iteration 7F: 3 clusters Score -62783.65 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -62831.171875 Penalty: 684.882263
	Iteration 8Q: 3 clusters Score -62831.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -62847.414062 Penalty: 684.882263
	Iteration 9Q: 3 clusters Score -62847.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -62859.585938 Penalty: 684.882263
	Iteration 10Q: 3 clusters Score -62859.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -62866.445312 Penalty: 684.882263
	Iteration 11Q: 3 clusters Score -62866.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -62870.070312 Penalty: 684.882263
	Iteration 12Q: 3 clusters Score -62870.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -62875.359375 Penalty: 684.882263
	Iteration 13Q: 3 clusters Score -62875.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -62882.656250 Penalty: 684.882263
	Iteration 14Q: 3 clusters Score -62882.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -62888.031250 Penalty: 684.882263
	Iteration 15Q: 3 clusters Score -62888.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -62894.164062 Penalty: 684.882263
	Iteration 16Q: 3 clusters Score -62894.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -62898.320312 Penalty: 684.882263
	Iteration 17Q: 3 clusters Score -62898.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -62900.644531 Penalty: 684.882263
	Iteration 18Q: 3 clusters Score -62900.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -62901.414062 Penalty: 684.882263
	Iteration 19Q: 3 clusters Score -62901.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -62901.710938 Penalty: 684.882263
	Iteration 20F: 3 clusters Score -62901.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -62903.277344 Penalty: 684.882263
	Iteration 21Q: 3 clusters Score -62903.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -62903.371094 Penalty: 684.882263
	Iteration 22Q: 3 clusters Score -62903.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -62903.371094 Penalty: 684.882263
	Iteration 23F: 3 clusters Score -62903.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (26453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Entering Unmasked Estep 
Score: -1011492.000000 Penalty: 463.332153
	Iteration 0F: 2 clusters Score -1011492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -993830.187500 Penalty: 926.664307
	Iteration 0F: 3 clusters Score -993830.2 nChanged 12795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1002069.937500 Penalty: 926.664307
	Iteration 1F: 3 clusters Score -1002070 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1002959.375000 Penalty: 926.664307
	Iteration 2F: 3 clusters Score -1002959 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1003884.062500 Penalty: 926.664307
	Iteration 3F: 3 clusters Score -1003884 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1004901.312500 Penalty: 926.664307
	Iteration 4F: 3 clusters Score -1004901 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1005998.937500 Penalty: 926.664307
	Iteration 5F: 3 clusters Score -1005999 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1007189.250000 Penalty: 926.664307
	Iteration 6F: 3 clusters Score -1007189 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1008374.625000 Penalty: 926.664307
	Iteration 7F: 3 clusters Score -1008375 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1009358.750000 Penalty: 926.664307
	Iteration 8Q: 3 clusters Score -1009359 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1010065.375000 Penalty: 926.664307
	Iteration 9Q: 3 clusters Score -1010065 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1010518.250000 Penalty: 926.664307
	Iteration 10Q: 3 clusters Score -1010518 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1010787.000000 Penalty: 926.664307
	Iteration 11Q: 3 clusters Score -1010787 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1010947.562500 Penalty: 926.664307
	Iteration 12Q: 3 clusters Score -1010948 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1011066.500000 Penalty: 926.664307
	Iteration 13Q: 3 clusters Score -1011066 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1011132.500000 Penalty: 926.664307
	Iteration 14Q: 3 clusters Score -1011132 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1011181.000000 Penalty: 926.664307
	Iteration 15Q: 3 clusters Score -1011181 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1011210.250000 Penalty: 926.664307
	Iteration 16Q: 3 clusters Score -1011210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1011236.125000 Penalty: 926.664307
	Iteration 17Q: 3 clusters Score -1011236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1011264.187500 Penalty: 926.664307
	Iteration 18Q: 3 clusters Score -1011264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1011284.437500 Penalty: 926.664307
	Iteration 19Q: 3 clusters Score -1011284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1011293.250000 Penalty: 926.664307
	Iteration 20F: 3 clusters Score -1011293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1011298.500000 Penalty: 926.664307
	Iteration 21Q: 3 clusters Score -1011298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1011301.062500 Penalty: 926.664307
	Iteration 22Q: 3 clusters Score -1011301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1011308.875000 Penalty: 926.664307
	Iteration 23Q: 3 clusters Score -1011309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1011314.125000 Penalty: 926.664307
	Iteration 24Q: 3 clusters Score -1011314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1011323.062500 Penalty: 926.664307
	Iteration 25Q: 3 clusters Score -1011323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1011330.125000 Penalty: 926.664307
	Iteration 26Q: 3 clusters Score -1011330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1011333.812500 Penalty: 926.664307
	Iteration 27Q: 3 clusters Score -1011334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1011334.625000 Penalty: 926.664307
	Iteration 28Q: 3 clusters Score -1011335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1011334.500000 Penalty: 926.664307
	Iteration 29Q: 3 clusters Score -1011334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1011337.625000 Penalty: 926.664307
	Iteration 30Q: 3 clusters Score -1011338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1011337.062500 Penalty: 926.664307
	Iteration 31Q: 3 clusters Score -1011337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1011337.062500 Penalty: 926.664307
	Iteration 32F: 3 clusters Score -1011337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Entering Unmasked Estep 
Score: -53186.375000 Penalty: 331.708313
	Iteration 0F: 2 clusters Score -53186.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -52084.382812 Penalty: 663.416626
	Iteration 0F: 3 clusters Score -52084.38 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -52482.285156 Penalty: 663.416626
	Iteration 1F: 3 clusters Score -52482.29 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -52602.753906 Penalty: 663.416626
	Iteration 2F: 3 clusters Score -52602.75 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -52686.574219 Penalty: 663.416626
	Iteration 3F: 3 clusters Score -52686.57 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -52736.257812 Penalty: 663.416626
	Iteration 4F: 3 clusters Score -52736.26 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -52759.796875 Penalty: 663.416626
	Iteration 5Q: 3 clusters Score -52759.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -52772.054688 Penalty: 663.416626
	Iteration 6Q: 3 clusters Score -52772.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -52786.218750 Penalty: 663.416626
	Iteration 7Q: 3 clusters Score -52786.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -52805.722656 Penalty: 663.416626
	Iteration 8Q: 3 clusters Score -52805.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -52826.769531 Penalty: 663.416626
	Iteration 9Q: 3 clusters Score -52826.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -52852.523438 Penalty: 663.416626
	Iteration 10Q: 3 clusters Score -52852.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -52877.898438 Penalty: 663.416626
	Iteration 11Q: 3 clusters Score -52877.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -52903.167969 Penalty: 663.416626
	Iteration 12Q: 3 clusters Score -52903.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -52913.082031 Penalty: 663.416626
	Iteration 13Q: 3 clusters Score -52913.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -52929.902344 Penalty: 663.416626
	Iteration 14Q: 3 clusters Score -52929.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -52952.011719 Penalty: 663.416626
	Iteration 15Q: 3 clusters Score -52952.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -52968.328125 Penalty: 663.416626
	Iteration 16Q: 3 clusters Score -52968.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -52982.218750 Penalty: 663.416626
	Iteration 17Q: 3 clusters Score -52982.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -52994.875000 Penalty: 663.416626
	Iteration 18Q: 3 clusters Score -52994.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -53005.367188 Penalty: 663.416626
	Iteration 19Q: 3 clusters Score -53005.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53011.421875 Penalty: 663.416626
	Iteration 20F: 3 clusters Score -53011.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -53019.164062 Penalty: 663.416626
	Iteration 21Q: 3 clusters Score -53019.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -53023.281250 Penalty: 663.416626
	Iteration 22Q: 3 clusters Score -53023.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -53027.187500 Penalty: 663.416626
	Iteration 23Q: 3 clusters Score -53027.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -53030.050781 Penalty: 663.416626
	Iteration 24Q: 3 clusters Score -53030.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -53032.160156 Penalty: 663.416626
	Iteration 25Q: 3 clusters Score -53032.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53032.628906 Penalty: 663.416626
	Iteration 26Q: 3 clusters Score -53032.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -53033.894531 Penalty: 663.416626
	Iteration 27Q: 3 clusters Score -53033.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53035.320312 Penalty: 663.416626
	Iteration 28Q: 3 clusters Score -53035.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53035.902344 Penalty: 663.416626
	Iteration 29Q: 3 clusters Score -53035.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53037.050781 Penalty: 663.416626
	Iteration 30Q: 3 clusters Score -53037.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53039.250000 Penalty: 663.416626
	Iteration 31Q: 3 clusters Score -53039.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -53040.898438 Penalty: 663.416626
	Iteration 32Q: 3 clusters Score -53040.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -53041.261719 Penalty: 663.416626
	Iteration 33Q: 3 clusters Score -53041.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -53041.511719 Penalty: 663.416626
	Iteration 34Q: 3 clusters Score -53041.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -53041.777344 Penalty: 663.416626
	Iteration 35Q: 3 clusters Score -53041.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -53041.777344 Penalty: 663.416626
	Iteration 36F: 3 clusters Score -53041.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -38559.984375 Penalty: 311.147430
	Iteration 0F: 2 clusters Score -38559.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -37782.316406 Penalty: 622.294861
	Iteration 0F: 3 clusters Score -37782.32 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -38031.738281 Penalty: 622.294861
	Iteration 1F: 3 clusters Score -38031.74 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -38072.746094 Penalty: 622.294861
	Iteration 2F: 3 clusters Score -38072.75 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -38093.914062 Penalty: 622.294861
	Iteration 3Q: 3 clusters Score -38093.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -38109.742188 Penalty: 622.294861
	Iteration 4Q: 3 clusters Score -38109.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -38119.125000 Penalty: 622.294861
	Iteration 5Q: 3 clusters Score -38119.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -38126.152344 Penalty: 622.294861
	Iteration 6Q: 3 clusters Score -38126.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -38131.417969 Penalty: 622.294861
	Iteration 7Q: 3 clusters Score -38131.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -38136.863281 Penalty: 622.294861
	Iteration 8Q: 3 clusters Score -38136.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -38142.519531 Penalty: 622.294861
	Iteration 9Q: 3 clusters Score -38142.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -38148.625000 Penalty: 622.294861
	Iteration 10Q: 3 clusters Score -38148.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -38154.996094 Penalty: 622.294861
	Iteration 11Q: 3 clusters Score -38155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -38157.324219 Penalty: 622.294861
	Iteration 12Q: 3 clusters Score -38157.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -38160.378906 Penalty: 622.294861
	Iteration 13Q: 3 clusters Score -38160.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -38166.937500 Penalty: 622.294861
	Iteration 14Q: 3 clusters Score -38166.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -38173.238281 Penalty: 622.294861
	Iteration 15Q: 3 clusters Score -38173.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -38177.019531 Penalty: 622.294861
	Iteration 16Q: 3 clusters Score -38177.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -38179.925781 Penalty: 622.294861
	Iteration 17Q: 3 clusters Score -38179.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -38182.324219 Penalty: 622.294861
	Iteration 18Q: 3 clusters Score -38182.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -38184.855469 Penalty: 622.294861
	Iteration 19Q: 3 clusters Score -38184.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -38186.003906 Penalty: 622.294861
	Iteration 20F: 3 clusters Score -38186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -38188.300781 Penalty: 622.294861
	Iteration 21Q: 3 clusters Score -38188.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -38192.289062 Penalty: 622.294861
	Iteration 22Q: 3 clusters Score -38192.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -38195.554688 Penalty: 622.294861
	Iteration 23Q: 3 clusters Score -38195.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -38197.851562 Penalty: 622.294861
	Iteration 24Q: 3 clusters Score -38197.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -38201.472656 Penalty: 622.294861
	Iteration 25Q: 3 clusters Score -38201.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -38202.816406 Penalty: 622.294861
	Iteration 26Q: 3 clusters Score -38202.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -38205.171875 Penalty: 622.294861
	Iteration 27Q: 3 clusters Score -38205.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -38207.976562 Penalty: 622.294861
	Iteration 28Q: 3 clusters Score -38207.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -38211.007812 Penalty: 622.294861
	Iteration 29Q: 3 clusters Score -38211.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -38214.542969 Penalty: 622.294861
	Iteration 30Q: 3 clusters Score -38214.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -38215.855469 Penalty: 622.294861
	Iteration 31Q: 3 clusters Score -38215.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -38217.417969 Penalty: 622.294861
	Iteration 32Q: 3 clusters Score -38217.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -38218.445312 Penalty: 622.294861
	Iteration 33Q: 3 clusters Score -38218.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -38218.917969 Penalty: 622.294861
	Iteration 34Q: 3 clusters Score -38218.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -38218.917969 Penalty: 622.294861
	Iteration 35F: 3 clusters Score -38218.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Entering Unmasked Estep 
Score: -234050.296875 Penalty: 395.584595
	Iteration 0F: 2 clusters Score -234050.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -230065.718750 Penalty: 791.169189
	Iteration 0F: 3 clusters Score -230065.7 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -231701.671875 Penalty: 791.169189
	Iteration 1F: 3 clusters Score -231701.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -231913.531250 Penalty: 791.169189
	Iteration 2F: 3 clusters Score -231913.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -232109.562500 Penalty: 791.169189
	Iteration 3F: 3 clusters Score -232109.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -232325.875000 Penalty: 791.169189
	Iteration 4F: 3 clusters Score -232325.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -232544.906250 Penalty: 791.169189
	Iteration 5F: 3 clusters Score -232544.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -232745.734375 Penalty: 791.169189
	Iteration 6F: 3 clusters Score -232745.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -232859.312500 Penalty: 791.169189
	Iteration 7Q: 3 clusters Score -232859.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -232933.203125 Penalty: 791.169189
	Iteration 8Q: 3 clusters Score -232933.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -232994.671875 Penalty: 791.169189
	Iteration 9Q: 3 clusters Score -232994.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -233054.875000 Penalty: 791.169189
	Iteration 10Q: 3 clusters Score -233054.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -233095.812500 Penalty: 791.169189
	Iteration 11Q: 3 clusters Score -233095.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -233133.375000 Penalty: 791.169189
	Iteration 12Q: 3 clusters Score -233133.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -233160.296875 Penalty: 791.169189
	Iteration 13Q: 3 clusters Score -233160.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -233182.140625 Penalty: 791.169189
	Iteration 14Q: 3 clusters Score -233182.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -233208.312500 Penalty: 791.169189
	Iteration 15Q: 3 clusters Score -233208.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -233237.000000 Penalty: 791.169189
	Iteration 16Q: 3 clusters Score -233237 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -233272.406250 Penalty: 791.169189
	Iteration 17Q: 3 clusters Score -233272.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -233302.718750 Penalty: 791.169189
	Iteration 18Q: 3 clusters Score -233302.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -233330.109375 Penalty: 791.169189
	Iteration 19Q: 3 clusters Score -233330.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -233362.890625 Penalty: 791.169189
	Iteration 20F: 3 clusters Score -233362.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -233383.375000 Penalty: 791.169189
	Iteration 21Q: 3 clusters Score -233383.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -233399.062500 Penalty: 791.169189
	Iteration 22Q: 3 clusters Score -233399.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -233417.062500 Penalty: 791.169189
	Iteration 23Q: 3 clusters Score -233417.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -233425.671875 Penalty: 791.169189
	Iteration 24Q: 3 clusters Score -233425.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -233431.765625 Penalty: 791.169189
	Iteration 25Q: 3 clusters Score -233431.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -233435.000000 Penalty: 791.169189
	Iteration 26Q: 3 clusters Score -233435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -233443.156250 Penalty: 791.169189
	Iteration 27Q: 3 clusters Score -233443.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -233451.312500 Penalty: 791.169189
	Iteration 28Q: 3 clusters Score -233451.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -233458.906250 Penalty: 791.169189
	Iteration 29Q: 3 clusters Score -233458.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -233464.828125 Penalty: 791.169189
	Iteration 30Q: 3 clusters Score -233464.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -233469.515625 Penalty: 791.169189
	Iteration 31Q: 3 clusters Score -233469.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -233473.765625 Penalty: 791.169189
	Iteration 32Q: 3 clusters Score -233473.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -233476.359375 Penalty: 791.169189
	Iteration 33Q: 3 clusters Score -233476.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -233478.328125 Penalty: 791.169189
	Iteration 34Q: 3 clusters Score -233478.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -233481.359375 Penalty: 791.169189
	Iteration 35Q: 3 clusters Score -233481.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -233483.750000 Penalty: 791.169189
	Iteration 36Q: 3 clusters Score -233483.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -233486.484375 Penalty: 791.169189
	Iteration 37Q: 3 clusters Score -233486.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -233488.546875 Penalty: 791.169189
	Iteration 38Q: 3 clusters Score -233488.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -233489.718750 Penalty: 791.169189
	Iteration 39Q: 3 clusters Score -233489.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -233491.031250 Penalty: 791.169189
	Iteration 40F: 3 clusters Score -233491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -233492.312500 Penalty: 791.169189
	Iteration 41Q: 3 clusters Score -233492.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -233492.921875 Penalty: 791.169189
	Iteration 42Q: 3 clusters Score -233492.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -233493.265625 Penalty: 791.169189
	Iteration 43Q: 3 clusters Score -233493.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -233495.453125 Penalty: 791.169189
	Iteration 44Q: 3 clusters Score -233495.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -233496.921875 Penalty: 791.169189
	Iteration 45Q: 3 clusters Score -233496.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -233498.046875 Penalty: 791.169189
	Iteration 46Q: 3 clusters Score -233498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -233500.015625 Penalty: 791.169189
	Iteration 47Q: 3 clusters Score -233500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -233501.781250 Penalty: 791.169189
	Iteration 48Q: 3 clusters Score -233501.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -233503.593750 Penalty: 791.169189
	Iteration 49Q: 3 clusters Score -233503.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -233506.437500 Penalty: 791.169189
	Iteration 50Q: 3 clusters Score -233506.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -233509.468750 Penalty: 791.169189
	Iteration 51Q: 3 clusters Score -233509.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -233511.265625 Penalty: 791.169189
	Iteration 52Q: 3 clusters Score -233511.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -233513.593750 Penalty: 791.169189
	Iteration 53Q: 3 clusters Score -233513.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -233515.328125 Penalty: 791.169189
	Iteration 54Q: 3 clusters Score -233515.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -233516.421875 Penalty: 791.169189
	Iteration 55Q: 3 clusters Score -233516.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -233517.343750 Penalty: 791.169189
	Iteration 56Q: 3 clusters Score -233517.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -233518.468750 Penalty: 791.169189
	Iteration 57Q: 3 clusters Score -233518.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -233519.484375 Penalty: 791.169189
	Iteration 58Q: 3 clusters Score -233519.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -233521.296875 Penalty: 791.169189
	Iteration 59Q: 3 clusters Score -233521.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -233522.312500 Penalty: 791.169189
	Iteration 60F: 3 clusters Score -233522.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -233524.515625 Penalty: 791.169189
	Iteration 61Q: 3 clusters Score -233524.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -233525.921875 Penalty: 791.169189
	Iteration 62Q: 3 clusters Score -233525.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -233526.468750 Penalty: 791.169189
	Iteration 63Q: 3 clusters Score -233526.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -233527.062500 Penalty: 791.169189
	Iteration 64Q: 3 clusters Score -233527.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -233527.640625 Penalty: 791.169189
	Iteration 65Q: 3 clusters Score -233527.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -233528.625000 Penalty: 791.169189
	Iteration 66Q: 3 clusters Score -233528.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -233529.921875 Penalty: 791.169189
	Iteration 67Q: 3 clusters Score -233529.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -233530.484375 Penalty: 791.169189
	Iteration 68Q: 3 clusters Score -233530.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -233531.265625 Penalty: 791.169189
	Iteration 69Q: 3 clusters Score -233531.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -233532.656250 Penalty: 791.169189
	Iteration 70Q: 3 clusters Score -233532.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -233534.500000 Penalty: 791.169189
	Iteration 71Q: 3 clusters Score -233534.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -233535.968750 Penalty: 791.169189
	Iteration 72Q: 3 clusters Score -233536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -233537.578125 Penalty: 791.169189
	Iteration 73Q: 3 clusters Score -233537.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -233538.468750 Penalty: 791.169189
	Iteration 74Q: 3 clusters Score -233538.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -233541.687500 Penalty: 791.169189
	Iteration 75Q: 3 clusters Score -233541.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -233544.390625 Penalty: 791.169189
	Iteration 76Q: 3 clusters Score -233544.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -233546.218750 Penalty: 791.169189
	Iteration 77Q: 3 clusters Score -233546.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -233547.984375 Penalty: 791.169189
	Iteration 78Q: 3 clusters Score -233548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -233550.390625 Penalty: 791.169189
	Iteration 79Q: 3 clusters Score -233550.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -233553.968750 Penalty: 791.169189
	Iteration 80F: 3 clusters Score -233554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -233556.937500 Penalty: 791.169189
	Iteration 81Q: 3 clusters Score -233556.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -233559.468750 Penalty: 791.169189
	Iteration 82Q: 3 clusters Score -233559.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -233561.875000 Penalty: 791.169189
	Iteration 83Q: 3 clusters Score -233561.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -233564.265625 Penalty: 791.169189
	Iteration 84Q: 3 clusters Score -233564.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -233565.968750 Penalty: 791.169189
	Iteration 85Q: 3 clusters Score -233566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -233567.953125 Penalty: 791.169189
	Iteration 86Q: 3 clusters Score -233568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -233568.609375 Penalty: 791.169189
	Iteration 87Q: 3 clusters Score -233568.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -233569.218750 Penalty: 791.169189
	Iteration 88Q: 3 clusters Score -233569.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -233570.156250 Penalty: 791.169189
	Iteration 89Q: 3 clusters Score -233570.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -233571.234375 Penalty: 791.169189
	Iteration 90Q: 3 clusters Score -233571.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -233573.062500 Penalty: 791.169189
	Iteration 91Q: 3 clusters Score -233573.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -233575.250000 Penalty: 791.169189
	Iteration 92Q: 3 clusters Score -233575.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -233577.078125 Penalty: 791.169189
	Iteration 93Q: 3 clusters Score -233577.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -233578.859375 Penalty: 791.169189
	Iteration 94Q: 3 clusters Score -233578.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -233579.578125 Penalty: 791.169189
	Iteration 95Q: 3 clusters Score -233579.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -233580.640625 Penalty: 791.169189
	Iteration 96Q: 3 clusters Score -233580.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -233581.609375 Penalty: 791.169189
	Iteration 97Q: 3 clusters Score -233581.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -233581.453125 Penalty: 791.169189
	Iteration 98Q: 3 clusters Score -233581.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -233581.453125 Penalty: 791.169189
	Iteration 99F: 3 clusters Score -233581.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 57598 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 605 members 
Mstep: Class 37 contains 2065 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1856 members 
Mstep: Class 41 contains 26453 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 933 members 
Mstep: Class 44 contains 5968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358690.000000 Penalty: 27028.597656
Iteration 199Q: 45 clusters Score -2.835869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 57598 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 605 members 
Mstep: Class 37 contains 2065 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1856 members 
Mstep: Class 41 contains 26452 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 933 members 
Mstep: Class 44 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358690.000000 Penalty: 27028.597656
Iteration 200F: 45 clusters Score -2.835869e+07 nChanged 0
Entering ConstructFrom: 
Score: -28358690.000000 Penalty: 27028.597656
Entering ConstructFrom: 
Trying to split cluster 1 (3088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Entering Unmasked Estep 
Score: -127090.312500 Penalty: 365.605194
	Iteration 0F: 2 clusters Score -127090.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -124913.367188 Penalty: 731.210388
	Iteration 0F: 3 clusters Score -124913.4 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -125628.468750 Penalty: 731.210388
	Iteration 1F: 3 clusters Score -125628.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -125708.609375 Penalty: 731.210388
	Iteration 2F: 3 clusters Score -125708.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -125809.945312 Penalty: 731.210388
	Iteration 3F: 3 clusters Score -125809.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -125936.976562 Penalty: 731.210388
	Iteration 4F: 3 clusters Score -125937 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -126080.523438 Penalty: 731.210388
	Iteration 5F: 3 clusters Score -126080.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -126242.554688 Penalty: 731.210388
	Iteration 6F: 3 clusters Score -126242.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -126384.195312 Penalty: 731.210388
	Iteration 7F: 3 clusters Score -126384.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -126508.351562 Penalty: 731.210388
	Iteration 8Q: 3 clusters Score -126508.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -126572.382812 Penalty: 731.210388
	Iteration 9Q: 3 clusters Score -126572.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -126620.140625 Penalty: 731.210388
	Iteration 10Q: 3 clusters Score -126620.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -126672.414062 Penalty: 731.210388
	Iteration 11Q: 3 clusters Score -126672.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -126707.109375 Penalty: 731.210388
	Iteration 12Q: 3 clusters Score -126707.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -126724.296875 Penalty: 731.210388
	Iteration 13Q: 3 clusters Score -126724.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -126738.828125 Penalty: 731.210388
	Iteration 14Q: 3 clusters Score -126738.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -126752.460938 Penalty: 731.210388
	Iteration 15Q: 3 clusters Score -126752.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -126763.687500 Penalty: 731.210388
	Iteration 16Q: 3 clusters Score -126763.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -126774.968750 Penalty: 731.210388
	Iteration 17Q: 3 clusters Score -126775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -126789.171875 Penalty: 731.210388
	Iteration 18Q: 3 clusters Score -126789.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -126804.687500 Penalty: 731.210388
	Iteration 19Q: 3 clusters Score -126804.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -126816.093750 Penalty: 731.210388
	Iteration 20F: 3 clusters Score -126816.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -126822.406250 Penalty: 731.210388
	Iteration 21Q: 3 clusters Score -126822.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -126825.734375 Penalty: 731.210388
	Iteration 22Q: 3 clusters Score -126825.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -126828.875000 Penalty: 731.210388
	Iteration 23Q: 3 clusters Score -126828.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -126831.742188 Penalty: 731.210388
	Iteration 24Q: 3 clusters Score -126831.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -126833.046875 Penalty: 731.210388
	Iteration 25Q: 3 clusters Score -126833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -126833.289062 Penalty: 731.210388
	Iteration 26Q: 3 clusters Score -126833.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -126833.843750 Penalty: 731.210388
	Iteration 27Q: 3 clusters Score -126833.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -126835.375000 Penalty: 731.210388
	Iteration 28Q: 3 clusters Score -126835.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -126836.007812 Penalty: 731.210388
	Iteration 29Q: 3 clusters Score -126836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -126836.007812 Penalty: 731.210388
	Iteration 30F: 3 clusters Score -126836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -33579.812500 Penalty: 306.585938
	Iteration 0F: 2 clusters Score -33579.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -32883.980469 Penalty: 613.171875
	Iteration 0F: 3 clusters Score -32883.98 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -33097.519531 Penalty: 613.171875
	Iteration 1F: 3 clusters Score -33097.52 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -33139.394531 Penalty: 613.171875
	Iteration 2F: 3 clusters Score -33139.39 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -33172.972656 Penalty: 613.171875
	Iteration 3F: 3 clusters Score -33172.97 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -33199.656250 Penalty: 613.171875
	Iteration 4Q: 3 clusters Score -33199.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -33215.074219 Penalty: 613.171875
	Iteration 5Q: 3 clusters Score -33215.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -33227.582031 Penalty: 613.171875
	Iteration 6Q: 3 clusters Score -33227.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -33244.050781 Penalty: 613.171875
	Iteration 7Q: 3 clusters Score -33244.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -33251.894531 Penalty: 613.171875
	Iteration 8Q: 3 clusters Score -33251.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -33263.480469 Penalty: 613.171875
	Iteration 9Q: 3 clusters Score -33263.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -33274.609375 Penalty: 613.171875
	Iteration 10Q: 3 clusters Score -33274.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -33285.222656 Penalty: 613.171875
	Iteration 11Q: 3 clusters Score -33285.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -33294.171875 Penalty: 613.171875
	Iteration 12Q: 3 clusters Score -33294.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -33299.562500 Penalty: 613.171875
	Iteration 13Q: 3 clusters Score -33299.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -33306.171875 Penalty: 613.171875
	Iteration 14Q: 3 clusters Score -33306.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -33314.441406 Penalty: 613.171875
	Iteration 15Q: 3 clusters Score -33314.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -33323.695312 Penalty: 613.171875
	Iteration 16Q: 3 clusters Score -33323.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -33332.531250 Penalty: 613.171875
	Iteration 17Q: 3 clusters Score -33332.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -33337.847656 Penalty: 613.171875
	Iteration 18Q: 3 clusters Score -33337.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -33340.355469 Penalty: 613.171875
	Iteration 19Q: 3 clusters Score -33340.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -33341.179688 Penalty: 613.171875
	Iteration 20F: 3 clusters Score -33341.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -33342.312500 Penalty: 613.171875
	Iteration 21Q: 3 clusters Score -33342.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -33347.648438 Penalty: 613.171875
	Iteration 22Q: 3 clusters Score -33347.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -33351.796875 Penalty: 613.171875
	Iteration 23Q: 3 clusters Score -33351.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -33358.292969 Penalty: 613.171875
	Iteration 24Q: 3 clusters Score -33358.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -33363.011719 Penalty: 613.171875
	Iteration 25Q: 3 clusters Score -33363.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -33366.539062 Penalty: 613.171875
	Iteration 26Q: 3 clusters Score -33366.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -33369.144531 Penalty: 613.171875
	Iteration 27Q: 3 clusters Score -33369.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -33371.136719 Penalty: 613.171875
	Iteration 28Q: 3 clusters Score -33371.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -33374.710938 Penalty: 613.171875
	Iteration 29Q: 3 clusters Score -33374.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -33375.843750 Penalty: 613.171875
	Iteration 30Q: 3 clusters Score -33375.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -33377.226562 Penalty: 613.171875
	Iteration 31Q: 3 clusters Score -33377.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -33382.511719 Penalty: 613.171875
	Iteration 32Q: 3 clusters Score -33382.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -33388.585938 Penalty: 613.171875
	Iteration 33Q: 3 clusters Score -33388.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -33393.796875 Penalty: 613.171875
	Iteration 34Q: 3 clusters Score -33393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -33396.160156 Penalty: 613.171875
	Iteration 35Q: 3 clusters Score -33396.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -33399.089844 Penalty: 613.171875
	Iteration 36Q: 3 clusters Score -33399.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -33401.316406 Penalty: 613.171875
	Iteration 37Q: 3 clusters Score -33401.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -33403.351562 Penalty: 613.171875
	Iteration 38Q: 3 clusters Score -33403.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -33403.535156 Penalty: 613.171875
	Iteration 39Q: 3 clusters Score -33403.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -33403.535156 Penalty: 613.171875
	Iteration 40F: 3 clusters Score -33403.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Entering Unmasked Estep 
Score: -139280.015625 Penalty: 370.964325
	Iteration 0F: 2 clusters Score -139280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -136953.265625 Penalty: 741.928650
	Iteration 0F: 3 clusters Score -136953.3 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -137825.078125 Penalty: 741.928650
	Iteration 1F: 3 clusters Score -137825.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -137959.234375 Penalty: 741.928650
	Iteration 2F: 3 clusters Score -137959.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -138086.125000 Penalty: 741.928650
	Iteration 3F: 3 clusters Score -138086.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -138196.406250 Penalty: 741.928650
	Iteration 4F: 3 clusters Score -138196.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -138321.234375 Penalty: 741.928650
	Iteration 5Q: 3 clusters Score -138321.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -138443.828125 Penalty: 741.928650
	Iteration 6F: 3 clusters Score -138443.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -138533.781250 Penalty: 741.928650
	Iteration 7Q: 3 clusters Score -138533.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -138601.812500 Penalty: 741.928650
	Iteration 8Q: 3 clusters Score -138601.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -138638.250000 Penalty: 741.928650
	Iteration 9Q: 3 clusters Score -138638.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -138660.765625 Penalty: 741.928650
	Iteration 10Q: 3 clusters Score -138660.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -138676.140625 Penalty: 741.928650
	Iteration 11Q: 3 clusters Score -138676.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -138690.859375 Penalty: 741.928650
	Iteration 12Q: 3 clusters Score -138690.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -138707.125000 Penalty: 741.928650
	Iteration 13Q: 3 clusters Score -138707.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -138727.250000 Penalty: 741.928650
	Iteration 14Q: 3 clusters Score -138727.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -138751.421875 Penalty: 741.928650
	Iteration 15Q: 3 clusters Score -138751.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -138791.656250 Penalty: 741.928650
	Iteration 16Q: 3 clusters Score -138791.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -138836.671875 Penalty: 741.928650
	Iteration 17Q: 3 clusters Score -138836.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -138881.250000 Penalty: 741.928650
	Iteration 18Q: 3 clusters Score -138881.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -138917.281250 Penalty: 741.928650
	Iteration 19Q: 3 clusters Score -138917.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -138946.375000 Penalty: 741.928650
	Iteration 20F: 3 clusters Score -138946.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -138963.281250 Penalty: 741.928650
	Iteration 21Q: 3 clusters Score -138963.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -138968.359375 Penalty: 741.928650
	Iteration 22Q: 3 clusters Score -138968.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -138970.734375 Penalty: 741.928650
	Iteration 23Q: 3 clusters Score -138970.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -138972.375000 Penalty: 741.928650
	Iteration 24Q: 3 clusters Score -138972.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -138974.015625 Penalty: 741.928650
	Iteration 25Q: 3 clusters Score -138974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -138975.328125 Penalty: 741.928650
	Iteration 26Q: 3 clusters Score -138975.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -138976.265625 Penalty: 741.928650
	Iteration 27Q: 3 clusters Score -138976.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -138976.968750 Penalty: 741.928650
	Iteration 28Q: 3 clusters Score -138977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -138977.875000 Penalty: 741.928650
	Iteration 29Q: 3 clusters Score -138977.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -138978.500000 Penalty: 741.928650
	Iteration 30Q: 3 clusters Score -138978.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -138978.921875 Penalty: 741.928650
	Iteration 31Q: 3 clusters Score -138978.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -138978.593750 Penalty: 741.928650
	Iteration 32Q: 3 clusters Score -138978.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -138979.171875 Penalty: 741.928650
	Iteration 33Q: 3 clusters Score -138979.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -138979.078125 Penalty: 741.928650
	Iteration 34Q: 3 clusters Score -138979.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -138979.078125 Penalty: 741.928650
	Iteration 35F: 3 clusters Score -138979.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Entering Unmasked Estep 
Score: -53897.128906 Penalty: 334.681671
	Iteration 0F: 2 clusters Score -53897.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -52700.324219 Penalty: 669.363342
	Iteration 0F: 3 clusters Score -52700.32 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -53102.707031 Penalty: 669.363342
	Iteration 1F: 3 clusters Score -53102.71 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -53232.519531 Penalty: 669.363342
	Iteration 2F: 3 clusters Score -53232.52 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -53336.625000 Penalty: 669.363342
	Iteration 3F: 3 clusters Score -53336.62 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -53409.515625 Penalty: 669.363342
	Iteration 4F: 3 clusters Score -53409.52 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -53474.105469 Penalty: 669.363342
	Iteration 5F: 3 clusters Score -53474.11 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -53520.007812 Penalty: 669.363342
	Iteration 6Q: 3 clusters Score -53520.01 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -53577.421875 Penalty: 669.363342
	Iteration 7Q: 3 clusters Score -53577.42 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -53625.687500 Penalty: 669.363342
	Iteration 8Q: 3 clusters Score -53625.69 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -53674.429688 Penalty: 669.363342
	Iteration 9Q: 3 clusters Score -53674.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -53694.589844 Penalty: 669.363342
	Iteration 10Q: 3 clusters Score -53694.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -53710.699219 Penalty: 669.363342
	Iteration 11Q: 3 clusters Score -53710.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -53724.285156 Penalty: 669.363342
	Iteration 12Q: 3 clusters Score -53724.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -53726.976562 Penalty: 669.363342
	Iteration 13Q: 3 clusters Score -53726.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -53728.445312 Penalty: 669.363342
	Iteration 14Q: 3 clusters Score -53728.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -53729.437500 Penalty: 669.363342
	Iteration 15Q: 3 clusters Score -53729.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -53730.792969 Penalty: 669.363342
	Iteration 16Q: 3 clusters Score -53730.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -53732.000000 Penalty: 669.363342
	Iteration 17Q: 3 clusters Score -53732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -53732.195312 Penalty: 669.363342
	Iteration 18Q: 3 clusters Score -53732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -53732.488281 Penalty: 669.363342
	Iteration 19Q: 3 clusters Score -53732.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -53732.914062 Penalty: 669.363342
	Iteration 20F: 3 clusters Score -53732.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -53735.441406 Penalty: 669.363342
	Iteration 21Q: 3 clusters Score -53735.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -53738.914062 Penalty: 669.363342
	Iteration 22Q: 3 clusters Score -53738.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -53745.179688 Penalty: 669.363342
	Iteration 23Q: 3 clusters Score -53745.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -53752.957031 Penalty: 669.363342
	Iteration 24Q: 3 clusters Score -53752.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -53759.226562 Penalty: 669.363342
	Iteration 25Q: 3 clusters Score -53759.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -53767.109375 Penalty: 669.363342
	Iteration 26Q: 3 clusters Score -53767.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -53770.066406 Penalty: 669.363342
	Iteration 27Q: 3 clusters Score -53770.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -53772.050781 Penalty: 669.363342
	Iteration 28Q: 3 clusters Score -53772.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -53772.441406 Penalty: 669.363342
	Iteration 29Q: 3 clusters Score -53772.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -53772.625000 Penalty: 669.363342
	Iteration 30Q: 3 clusters Score -53772.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -53773.730469 Penalty: 669.363342
	Iteration 31Q: 3 clusters Score -53773.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -53774.015625 Penalty: 669.363342
	Iteration 32Q: 3 clusters Score -53774.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -53774.015625 Penalty: 669.363342
	Iteration 33F: 3 clusters Score -53774.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Entering Unmasked Estep 
Score: -249262.515625 Penalty: 397.997284
	Iteration 0F: 2 clusters Score -249262.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -245124.968750 Penalty: 795.994568
	Iteration 0F: 3 clusters Score -245125 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -247109.078125 Penalty: 795.994568
	Iteration 1F: 3 clusters Score -247109.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -247459.031250 Penalty: 795.994568
	Iteration 2F: 3 clusters Score -247459 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -247767.593750 Penalty: 795.994568
	Iteration 3F: 3 clusters Score -247767.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -247951.296875 Penalty: 795.994568
	Iteration 4F: 3 clusters Score -247951.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -248059.234375 Penalty: 795.994568
	Iteration 5Q: 3 clusters Score -248059.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -248124.343750 Penalty: 795.994568
	Iteration 6Q: 3 clusters Score -248124.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -248167.546875 Penalty: 795.994568
	Iteration 7Q: 3 clusters Score -248167.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -248205.703125 Penalty: 795.994568
	Iteration 8Q: 3 clusters Score -248205.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -248240.078125 Penalty: 795.994568
	Iteration 9Q: 3 clusters Score -248240.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -248269.390625 Penalty: 795.994568
	Iteration 10Q: 3 clusters Score -248269.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -248293.500000 Penalty: 795.994568
	Iteration 11Q: 3 clusters Score -248293.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -248315.921875 Penalty: 795.994568
	Iteration 12Q: 3 clusters Score -248315.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -248331.531250 Penalty: 795.994568
	Iteration 13Q: 3 clusters Score -248331.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -248348.515625 Penalty: 795.994568
	Iteration 14Q: 3 clusters Score -248348.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -248364.015625 Penalty: 795.994568
	Iteration 15Q: 3 clusters Score -248364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -248377.187500 Penalty: 795.994568
	Iteration 16Q: 3 clusters Score -248377.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -248390.437500 Penalty: 795.994568
	Iteration 17Q: 3 clusters Score -248390.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -248403.921875 Penalty: 795.994568
	Iteration 18Q: 3 clusters Score -248403.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -248430.359375 Penalty: 795.994568
	Iteration 19Q: 3 clusters Score -248430.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -248464.859375 Penalty: 795.994568
	Iteration 20F: 3 clusters Score -248464.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -248508.500000 Penalty: 795.994568
	Iteration 21Q: 3 clusters Score -248508.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -248556.171875 Penalty: 795.994568
	Iteration 22Q: 3 clusters Score -248556.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -248609.000000 Penalty: 795.994568
	Iteration 23Q: 3 clusters Score -248609 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -248671.109375 Penalty: 795.994568
	Iteration 24Q: 3 clusters Score -248671.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -248734.843750 Penalty: 795.994568
	Iteration 25Q: 3 clusters Score -248734.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -248788.578125 Penalty: 795.994568
	Iteration 26Q: 3 clusters Score -248788.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -248850.484375 Penalty: 795.994568
	Iteration 27Q: 3 clusters Score -248850.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -248910.500000 Penalty: 795.994568
	Iteration 28Q: 3 clusters Score -248910.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -248964.296875 Penalty: 795.994568
	Iteration 29Q: 3 clusters Score -248964.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -249010.312500 Penalty: 795.994568
	Iteration 30Q: 3 clusters Score -249010.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -249046.078125 Penalty: 795.994568
	Iteration 31Q: 3 clusters Score -249046.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -249076.296875 Penalty: 795.994568
	Iteration 32Q: 3 clusters Score -249076.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -249099.328125 Penalty: 795.994568
	Iteration 33Q: 3 clusters Score -249099.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -249112.578125 Penalty: 795.994568
	Iteration 34Q: 3 clusters Score -249112.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -249127.296875 Penalty: 795.994568
	Iteration 35Q: 3 clusters Score -249127.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -249133.281250 Penalty: 795.994568
	Iteration 36Q: 3 clusters Score -249133.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -249136.562500 Penalty: 795.994568
	Iteration 37Q: 3 clusters Score -249136.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -249142.031250 Penalty: 795.994568
	Iteration 38Q: 3 clusters Score -249142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -249146.593750 Penalty: 795.994568
	Iteration 39Q: 3 clusters Score -249146.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -249148.046875 Penalty: 795.994568
	Iteration 40F: 3 clusters Score -249148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -249149.046875 Penalty: 795.994568
	Iteration 41Q: 3 clusters Score -249149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -249150.343750 Penalty: 795.994568
	Iteration 42Q: 3 clusters Score -249150.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -249151.609375 Penalty: 795.994568
	Iteration 43Q: 3 clusters Score -249151.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -249151.906250 Penalty: 795.994568
	Iteration 44Q: 3 clusters Score -249151.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -249152.515625 Penalty: 795.994568
	Iteration 45Q: 3 clusters Score -249152.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -249153.093750 Penalty: 795.994568
	Iteration 46Q: 3 clusters Score -249153.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -249154.687500 Penalty: 795.994568
	Iteration 47Q: 3 clusters Score -249154.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -249155.187500 Penalty: 795.994568
	Iteration 48Q: 3 clusters Score -249155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -249155.656250 Penalty: 795.994568
	Iteration 49Q: 3 clusters Score -249155.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -249156.125000 Penalty: 795.994568
	Iteration 50Q: 3 clusters Score -249156.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -249156.125000 Penalty: 795.994568
	Iteration 51F: 3 clusters Score -249156.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Entering Unmasked Estep 
Score: -136925.171875 Penalty: 371.485229
	Iteration 0F: 2 clusters Score -136925.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -134523.828125 Penalty: 742.970459
	Iteration 0F: 3 clusters Score -134523.8 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -135394.093750 Penalty: 742.970459
	Iteration 1F: 3 clusters Score -135394.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -135505.468750 Penalty: 742.970459
	Iteration 2F: 3 clusters Score -135505.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -135597.546875 Penalty: 742.970459
	Iteration 3F: 3 clusters Score -135597.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -135696.562500 Penalty: 742.970459
	Iteration 4F: 3 clusters Score -135696.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -135793.296875 Penalty: 742.970459
	Iteration 5Q: 3 clusters Score -135793.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -135921.281250 Penalty: 742.970459
	Iteration 6F: 3 clusters Score -135921.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -136059.703125 Penalty: 742.970459
	Iteration 7Q: 3 clusters Score -136059.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -136257.109375 Penalty: 742.970459
	Iteration 8Q: 3 clusters Score -136257.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -136477.234375 Penalty: 742.970459
	Iteration 9Q: 3 clusters Score -136477.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -136708.562500 Penalty: 742.970459
	Iteration 10Q: 3 clusters Score -136708.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -136914.875000 Penalty: 742.970459
	Iteration 11Q: 3 clusters Score -136914.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -137094.109375 Penalty: 742.970459
	Iteration 12Q: 3 clusters Score -137094.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -137247.546875 Penalty: 742.970459
	Iteration 13Q: 3 clusters Score -137247.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -137327.875000 Penalty: 742.970459
	Iteration 14Q: 3 clusters Score -137327.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -137374.765625 Penalty: 742.970459
	Iteration 15Q: 3 clusters Score -137374.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -137409.375000 Penalty: 742.970459
	Iteration 16Q: 3 clusters Score -137409.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -137431.609375 Penalty: 742.970459
	Iteration 17Q: 3 clusters Score -137431.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -137445.046875 Penalty: 742.970459
	Iteration 18Q: 3 clusters Score -137445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -137454.953125 Penalty: 742.970459
	Iteration 19Q: 3 clusters Score -137455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -137468.125000 Penalty: 742.970459
	Iteration 20F: 3 clusters Score -137468.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -137477.890625 Penalty: 742.970459
	Iteration 21Q: 3 clusters Score -137477.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -137482.000000 Penalty: 742.970459
	Iteration 22Q: 3 clusters Score -137482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -137485.546875 Penalty: 742.970459
	Iteration 23Q: 3 clusters Score -137485.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -137486.562500 Penalty: 742.970459
	Iteration 24Q: 3 clusters Score -137486.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -137486.968750 Penalty: 742.970459
	Iteration 25Q: 3 clusters Score -137487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -137487.437500 Penalty: 742.970459
	Iteration 26Q: 3 clusters Score -137487.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -137487.625000 Penalty: 742.970459
	Iteration 27Q: 3 clusters Score -137487.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -137487.625000 Penalty: 742.970459
	Iteration 28F: 3 clusters Score -137487.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 57598 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 605 members 
Mstep: Class 37 contains 2065 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1856 members 
Mstep: Class 41 contains 26452 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 933 members 
Mstep: Class 44 contains 5969 members 
Mstep: Class 45 contains 1514 members 
Entering Unmasked Estep 
Score: -28358998.000000 Penalty: 27642.884766
Splitting cluster 6 changes total score from -28358690.000000 to -28358998.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 7 (2377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Entering Unmasked Estep 
Score: -93301.789062 Penalty: 353.698547
	Iteration 0F: 2 clusters Score -93301.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -91631.710938 Penalty: 707.397095
	Iteration 0F: 3 clusters Score -91631.71 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -92218.250000 Penalty: 707.397095
	Iteration 1F: 3 clusters Score -92218.25 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -92381.429688 Penalty: 707.397095
	Iteration 2F: 3 clusters Score -92381.43 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -92532.304688 Penalty: 707.397095
	Iteration 3F: 3 clusters Score -92532.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -92610.476562 Penalty: 707.397095
	Iteration 4F: 3 clusters Score -92610.48 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -92661.843750 Penalty: 707.397095
	Iteration 5Q: 3 clusters Score -92661.84 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -92703.640625 Penalty: 707.397095
	Iteration 6Q: 3 clusters Score -92703.64 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -92742.406250 Penalty: 707.397095
	Iteration 7Q: 3 clusters Score -92742.41 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -92774.359375 Penalty: 707.397095
	Iteration 8Q: 3 clusters Score -92774.36 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -92813.234375 Penalty: 707.397095
	Iteration 9Q: 3 clusters Score -92813.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -92844.859375 Penalty: 707.397095
	Iteration 10Q: 3 clusters Score -92844.86 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -92876.210938 Penalty: 707.397095
	Iteration 11Q: 3 clusters Score -92876.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -92900.328125 Penalty: 707.397095
	Iteration 12Q: 3 clusters Score -92900.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -92917.984375 Penalty: 707.397095
	Iteration 13Q: 3 clusters Score -92917.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -92929.609375 Penalty: 707.397095
	Iteration 14Q: 3 clusters Score -92929.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -92941.429688 Penalty: 707.397095
	Iteration 15Q: 3 clusters Score -92941.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -92949.343750 Penalty: 707.397095
	Iteration 16Q: 3 clusters Score -92949.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -92955.906250 Penalty: 707.397095
	Iteration 17Q: 3 clusters Score -92955.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -92957.546875 Penalty: 707.397095
	Iteration 18Q: 3 clusters Score -92957.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -92958.101562 Penalty: 707.397095
	Iteration 19Q: 3 clusters Score -92958.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -92958.367188 Penalty: 707.397095
	Iteration 20F: 3 clusters Score -92958.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -92958.679688 Penalty: 707.397095
	Iteration 21Q: 3 clusters Score -92958.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -92958.679688 Penalty: 707.397095
	Iteration 22Q: 3 clusters Score -92958.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -92958.679688 Penalty: 707.397095
	Iteration 23F: 3 clusters Score -92958.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -57146.882812 Penalty: 325.321198
	Iteration 0F: 2 clusters Score -57146.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -56159.339844 Penalty: 650.642395
	Iteration 0F: 3 clusters Score -56159.34 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -56453.812500 Penalty: 650.642395
	Iteration 1F: 3 clusters Score -56453.81 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -56502.160156 Penalty: 650.642395
	Iteration 2F: 3 clusters Score -56502.16 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -56531.304688 Penalty: 650.642395
	Iteration 3Q: 3 clusters Score -56531.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -56548.597656 Penalty: 650.642395
	Iteration 4Q: 3 clusters Score -56548.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -56574.054688 Penalty: 650.642395
	Iteration 5Q: 3 clusters Score -56574.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -56609.089844 Penalty: 650.642395
	Iteration 6Q: 3 clusters Score -56609.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56631.109375 Penalty: 650.642395
	Iteration 7Q: 3 clusters Score -56631.11 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56659.042969 Penalty: 650.642395
	Iteration 8Q: 3 clusters Score -56659.04 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56696.695312 Penalty: 650.642395
	Iteration 9Q: 3 clusters Score -56696.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -56725.097656 Penalty: 650.642395
	Iteration 10Q: 3 clusters Score -56725.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -56748.843750 Penalty: 650.642395
	Iteration 11Q: 3 clusters Score -56748.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -56766.882812 Penalty: 650.642395
	Iteration 12Q: 3 clusters Score -56766.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -56783.242188 Penalty: 650.642395
	Iteration 13Q: 3 clusters Score -56783.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -56798.242188 Penalty: 650.642395
	Iteration 14Q: 3 clusters Score -56798.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -56806.816406 Penalty: 650.642395
	Iteration 15Q: 3 clusters Score -56806.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -56812.156250 Penalty: 650.642395
	Iteration 16Q: 3 clusters Score -56812.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -56819.300781 Penalty: 650.642395
	Iteration 17Q: 3 clusters Score -56819.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -56822.089844 Penalty: 650.642395
	Iteration 18Q: 3 clusters Score -56822.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -56825.988281 Penalty: 650.642395
	Iteration 19Q: 3 clusters Score -56825.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -56829.257812 Penalty: 650.642395
	Iteration 20F: 3 clusters Score -56829.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -56833.703125 Penalty: 650.642395
	Iteration 21Q: 3 clusters Score -56833.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -56837.398438 Penalty: 650.642395
	Iteration 22Q: 3 clusters Score -56837.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -56846.078125 Penalty: 650.642395
	Iteration 23Q: 3 clusters Score -56846.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -56849.421875 Penalty: 650.642395
	Iteration 24Q: 3 clusters Score -56849.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -56859.863281 Penalty: 650.642395
	Iteration 25Q: 3 clusters Score -56859.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -56860.937500 Penalty: 650.642395
	Iteration 26Q: 3 clusters Score -56860.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -56866.730469 Penalty: 650.642395
	Iteration 27Q: 3 clusters Score -56866.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -56869.437500 Penalty: 650.642395
	Iteration 28Q: 3 clusters Score -56869.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -56869.988281 Penalty: 650.642395
	Iteration 29Q: 3 clusters Score -56869.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -56869.988281 Penalty: 650.642395
	Iteration 30F: 3 clusters Score -56869.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (282871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282871 members 
Entering Unmasked Estep 
Score: -11760804.000000 Penalty: 571.149963
	Iteration 0F: 2 clusters Score -1.17608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141553 members 
Mstep: Class 2 contains 141318 members 
Entering Unmasked Estep 
Score: -11568077.000000 Penalty: 1142.299927
	Iteration 0F: 3 clusters Score -1.156808e+07 nChanged 139635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135360 members 
Mstep: Class 2 contains 147511 members 
Entering Unmasked Estep 
Score: -11656092.000000 Penalty: 1142.299927
	Iteration 1F: 3 clusters Score -1.165609e+07 nChanged 13600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129868 members 
Mstep: Class 2 contains 153003 members 
Entering Unmasked Estep 
Score: -11661261.000000 Penalty: 1142.299927
	Iteration 2Q: 3 clusters Score -1.166126e+07 nChanged 15016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122984 members 
Mstep: Class 2 contains 159887 members 
Entering Unmasked Estep 
Score: -11667052.000000 Penalty: 1142.299927
	Iteration 3F: 3 clusters Score -1.166705e+07 nChanged 15379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115025 members 
Mstep: Class 2 contains 167846 members 
Entering Unmasked Estep 
Score: -11673196.000000 Penalty: 1142.299927
	Iteration 4F: 3 clusters Score -1.16732e+07 nChanged 15382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105505 members 
Mstep: Class 2 contains 177366 members 
Entering Unmasked Estep 
Score: -11679909.000000 Penalty: 1142.299927
	Iteration 5F: 3 clusters Score -1.167991e+07 nChanged 14984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94337 members 
Mstep: Class 2 contains 188534 members 
Entering Unmasked Estep 
Score: -11687140.000000 Penalty: 1142.299927
	Iteration 6F: 3 clusters Score -1.168714e+07 nChanged 15041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81206 members 
Mstep: Class 2 contains 201665 members 
Entering Unmasked Estep 
Score: -11695279.000000 Penalty: 1142.299927
	Iteration 7F: 3 clusters Score -1.169528e+07 nChanged 15610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66178 members 
Mstep: Class 2 contains 216693 members 
Entering Unmasked Estep 
Score: -11705494.000000 Penalty: 1142.299927
	Iteration 8F: 3 clusters Score -1.170549e+07 nChanged 16513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 233136 members 
Entering Unmasked Estep 
Score: -11718105.000000 Penalty: 1142.299927
	Iteration 9F: 3 clusters Score -1.17181e+07 nChanged 15940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 249076 members 
Entering Unmasked Estep 
Score: -11731330.000000 Penalty: 1142.299927
	Iteration 10F: 3 clusters Score -1.173133e+07 nChanged 13091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 262167 members 
Entering Unmasked Estep 
Score: -11742812.000000 Penalty: 1142.299927
	Iteration 11Q: 3 clusters Score -1.174281e+07 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 271390 members 
Entering Unmasked Estep 
Score: -11750846.000000 Penalty: 1142.299927
	Iteration 12Q: 3 clusters Score -1.175085e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 277190 members 
Entering Unmasked Estep 
Score: -11755953.000000 Penalty: 1142.299927
	Iteration 13Q: 3 clusters Score -1.175595e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 280388 members 
Entering Unmasked Estep 
Score: -11758540.000000 Penalty: 1142.299927
	Iteration 14Q: 3 clusters Score -1.175854e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 281826 members 
Entering Unmasked Estep 
Score: -11759581.000000 Penalty: 1142.299927
	Iteration 15Q: 3 clusters Score -1.175958e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 282415 members 
Entering Unmasked Estep 
Score: -11760004.000000 Penalty: 1142.299927
	Iteration 16Q: 3 clusters Score -1.176e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 282631 members 
Entering Unmasked Estep 
Score: -11760132.000000 Penalty: 1142.299927
	Iteration 17Q: 3 clusters Score -1.176013e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 282717 members 
Entering Unmasked Estep 
Score: -11760185.000000 Penalty: 1142.299927
	Iteration 18Q: 3 clusters Score -1.176018e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 282752 members 
Entering Unmasked Estep 
Score: -11760207.000000 Penalty: 1142.299927
	Iteration 19Q: 3 clusters Score -1.176021e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 282765 members 
Entering Unmasked Estep 
Score: -11760228.000000 Penalty: 1142.299927
	Iteration 20F: 3 clusters Score -1.176023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 282769 members 
Entering Unmasked Estep 
Score: -11760239.000000 Penalty: 1142.299927
	Iteration 21Q: 3 clusters Score -1.176024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 282769 members 
Entering Unmasked Estep 
Score: -11760242.000000 Penalty: 1142.299927
	Iteration 22Q: 3 clusters Score -1.176024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 282770 members 
Entering Unmasked Estep 
Score: -11760244.000000 Penalty: 1142.299927
	Iteration 23Q: 3 clusters Score -1.176024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 282774 members 
Entering Unmasked Estep 
Score: -11760239.000000 Penalty: 1142.299927
	Iteration 24Q: 3 clusters Score -1.176024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 282778 members 
Entering Unmasked Estep 
Score: -11760241.000000 Penalty: 1142.299927
	Iteration 25Q: 3 clusters Score -1.176024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 282780 members 
Entering Unmasked Estep 
Score: -11760237.000000 Penalty: 1142.299927
	Iteration 26Q: 3 clusters Score -1.176024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 282781 members 
Entering Unmasked Estep 
Score: -11760249.000000 Penalty: 1142.299927
	Iteration 27Q: 3 clusters Score -1.176025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 282782 members 
Entering Unmasked Estep 
Score: -11760250.000000 Penalty: 1142.299927
	Iteration 28Q: 3 clusters Score -1.176025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 282782 members 
Entering Unmasked Estep 
Score: -11760248.000000 Penalty: 1142.299927
	Iteration 29Q: 3 clusters Score -1.176025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 282782 members 
Entering Unmasked Estep 
Score: -11760248.000000 Penalty: 1142.299927
	Iteration 30F: 3 clusters Score -1.176025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Entering Unmasked Estep 
Score: -194821.812500 Penalty: 384.649109
	Iteration 0F: 2 clusters Score -194821.8 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 2309 members 
Entering Unmasked Estep 
Score: -191641.171875 Penalty: 769.298218
	Iteration 0F: 3 clusters Score -191641.2 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -192916.062500 Penalty: 769.298218
	Iteration 1F: 3 clusters Score -192916.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -193198.265625 Penalty: 769.298218
	Iteration 2F: 3 clusters Score -193198.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -193505.562500 Penalty: 769.298218
	Iteration 3F: 3 clusters Score -193505.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -193790.406250 Penalty: 769.298218
	Iteration 4F: 3 clusters Score -193790.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -194010.031250 Penalty: 769.298218
	Iteration 5F: 3 clusters Score -194010 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -194171.171875 Penalty: 769.298218
	Iteration 6Q: 3 clusters Score -194171.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -194285.906250 Penalty: 769.298218
	Iteration 7Q: 3 clusters Score -194285.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -194356.953125 Penalty: 769.298218
	Iteration 8Q: 3 clusters Score -194357 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -194392.546875 Penalty: 769.298218
	Iteration 9Q: 3 clusters Score -194392.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -194427.125000 Penalty: 769.298218
	Iteration 10Q: 3 clusters Score -194427.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -194469.656250 Penalty: 769.298218
	Iteration 11Q: 3 clusters Score -194469.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -194504.171875 Penalty: 769.298218
	Iteration 12Q: 3 clusters Score -194504.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -194533.328125 Penalty: 769.298218
	Iteration 13Q: 3 clusters Score -194533.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -194559.578125 Penalty: 769.298218
	Iteration 14Q: 3 clusters Score -194559.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -194572.828125 Penalty: 769.298218
	Iteration 15Q: 3 clusters Score -194572.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -194578.750000 Penalty: 769.298218
	Iteration 16Q: 3 clusters Score -194578.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -194583.828125 Penalty: 769.298218
	Iteration 17Q: 3 clusters Score -194583.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -194585.734375 Penalty: 769.298218
	Iteration 18Q: 3 clusters Score -194585.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -194587.156250 Penalty: 769.298218
	Iteration 19Q: 3 clusters Score -194587.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -194587.687500 Penalty: 769.298218
	Iteration 20F: 3 clusters Score -194587.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -194587.687500 Penalty: 769.298218
	Iteration 21Q: 3 clusters Score -194587.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -194587.687500 Penalty: 769.298218
	Iteration 22F: 3 clusters Score -194587.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Entering Unmasked Estep 
Score: -589638.500000 Penalty: 435.882416
	Iteration 0F: 2 clusters Score -589638.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -580024.125000 Penalty: 871.764832
	Iteration 0F: 3 clusters Score -580024.1 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -584237.500000 Penalty: 871.764832
	Iteration 1F: 3 clusters Score -584237.5 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -584804.062500 Penalty: 871.764832
	Iteration 2F: 3 clusters Score -584804.1 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -585540.687500 Penalty: 871.764832
	Iteration 3F: 3 clusters Score -585540.7 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -586374.625000 Penalty: 871.764832
	Iteration 4F: 3 clusters Score -586374.6 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -587227.062500 Penalty: 871.764832
	Iteration 5F: 3 clusters Score -587227.1 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -587986.000000 Penalty: 871.764832
	Iteration 6F: 3 clusters Score -587986 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -588534.000000 Penalty: 871.764832
	Iteration 7Q: 3 clusters Score -588534 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -588834.625000 Penalty: 871.764832
	Iteration 8Q: 3 clusters Score -588834.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -588971.750000 Penalty: 871.764832
	Iteration 9Q: 3 clusters Score -588971.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -589041.562500 Penalty: 871.764832
	Iteration 10Q: 3 clusters Score -589041.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -589072.562500 Penalty: 871.764832
	Iteration 11Q: 3 clusters Score -589072.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -589094.187500 Penalty: 871.764832
	Iteration 12Q: 3 clusters Score -589094.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -589108.750000 Penalty: 871.764832
	Iteration 13Q: 3 clusters Score -589108.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -589118.750000 Penalty: 871.764832
	Iteration 14Q: 3 clusters Score -589118.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -589129.187500 Penalty: 871.764832
	Iteration 15Q: 3 clusters Score -589129.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -589135.687500 Penalty: 871.764832
	Iteration 16Q: 3 clusters Score -589135.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -589146.000000 Penalty: 871.764832
	Iteration 17Q: 3 clusters Score -589146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -589148.812500 Penalty: 871.764832
	Iteration 18Q: 3 clusters Score -589148.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -589153.375000 Penalty: 871.764832
	Iteration 19Q: 3 clusters Score -589153.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -589156.312500 Penalty: 871.764832
	Iteration 20F: 3 clusters Score -589156.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -589161.187500 Penalty: 871.764832
	Iteration 21Q: 3 clusters Score -589161.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -589167.812500 Penalty: 871.764832
	Iteration 22Q: 3 clusters Score -589167.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -589171.687500 Penalty: 871.764832
	Iteration 23Q: 3 clusters Score -589171.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -589178.250000 Penalty: 871.764832
	Iteration 24Q: 3 clusters Score -589178.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -589179.250000 Penalty: 871.764832
	Iteration 25Q: 3 clusters Score -589179.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -589180.125000 Penalty: 871.764832
	Iteration 26Q: 3 clusters Score -589180.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -589183.312500 Penalty: 871.764832
	Iteration 27Q: 3 clusters Score -589183.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -589183.375000 Penalty: 871.764832
	Iteration 28Q: 3 clusters Score -589183.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -589183.250000 Penalty: 871.764832
	Iteration 29Q: 3 clusters Score -589183.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -589187.500000 Penalty: 871.764832
	Iteration 30Q: 3 clusters Score -589187.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -589189.187500 Penalty: 871.764832
	Iteration 31Q: 3 clusters Score -589189.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -589192.437500 Penalty: 871.764832
	Iteration 32Q: 3 clusters Score -589192.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -589195.750000 Penalty: 871.764832
	Iteration 33Q: 3 clusters Score -589195.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -589197.687500 Penalty: 871.764832
	Iteration 34Q: 3 clusters Score -589197.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -589196.750000 Penalty: 871.764832
	Iteration 35Q: 3 clusters Score -589196.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -589198.125000 Penalty: 871.764832
	Iteration 36Q: 3 clusters Score -589198.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -589199.687500 Penalty: 871.764832
	Iteration 37Q: 3 clusters Score -589199.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -589201.750000 Penalty: 871.764832
	Iteration 38Q: 3 clusters Score -589201.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -589202.625000 Penalty: 871.764832
	Iteration 39Q: 3 clusters Score -589202.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -589203.562500 Penalty: 871.764832
	Iteration 40F: 3 clusters Score -589203.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -589204.437500 Penalty: 871.764832
	Iteration 41Q: 3 clusters Score -589204.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -589205.750000 Penalty: 871.764832
	Iteration 42Q: 3 clusters Score -589205.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -589206.937500 Penalty: 871.764832
	Iteration 43Q: 3 clusters Score -589206.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -589207.687500 Penalty: 871.764832
	Iteration 44Q: 3 clusters Score -589207.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -589209.812500 Penalty: 871.764832
	Iteration 45Q: 3 clusters Score -589209.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -589210.875000 Penalty: 871.764832
	Iteration 46Q: 3 clusters Score -589210.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -589208.937500 Penalty: 871.764832
	Iteration 47Q: 3 clusters Score -589208.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -589210.312500 Penalty: 871.764832
	Iteration 48Q: 3 clusters Score -589210.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -589212.500000 Penalty: 871.764832
	Iteration 49Q: 3 clusters Score -589212.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -589213.250000 Penalty: 871.764832
	Iteration 50Q: 3 clusters Score -589213.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -589215.125000 Penalty: 871.764832
	Iteration 51Q: 3 clusters Score -589215.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -589217.875000 Penalty: 871.764832
	Iteration 52Q: 3 clusters Score -589217.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -589218.562500 Penalty: 871.764832
	Iteration 53Q: 3 clusters Score -589218.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -589218.812500 Penalty: 871.764832
	Iteration 54Q: 3 clusters Score -589218.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -589220.562500 Penalty: 871.764832
	Iteration 55Q: 3 clusters Score -589220.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -589223.687500 Penalty: 871.764832
	Iteration 56Q: 3 clusters Score -589223.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -589224.437500 Penalty: 871.764832
	Iteration 57Q: 3 clusters Score -589224.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -589226.500000 Penalty: 871.764832
	Iteration 58Q: 3 clusters Score -589226.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -589227.875000 Penalty: 871.764832
	Iteration 59Q: 3 clusters Score -589227.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -589229.875000 Penalty: 871.764832
	Iteration 60F: 3 clusters Score -589229.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -589232.500000 Penalty: 871.764832
	Iteration 61Q: 3 clusters Score -589232.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -589235.125000 Penalty: 871.764832
	Iteration 62Q: 3 clusters Score -589235.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -589236.312500 Penalty: 871.764832
	Iteration 63Q: 3 clusters Score -589236.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -589235.875000 Penalty: 871.764832
	Iteration 64Q: 3 clusters Score -589235.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -589238.562500 Penalty: 871.764832
	Iteration 65Q: 3 clusters Score -589238.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -589239.937500 Penalty: 871.764832
	Iteration 66Q: 3 clusters Score -589239.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -589242.312500 Penalty: 871.764832
	Iteration 67Q: 3 clusters Score -589242.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -589245.062500 Penalty: 871.764832
	Iteration 68Q: 3 clusters Score -589245.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -589251.125000 Penalty: 871.764832
	Iteration 69Q: 3 clusters Score -589251.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -589252.937500 Penalty: 871.764832
	Iteration 70Q: 3 clusters Score -589252.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -589256.750000 Penalty: 871.764832
	Iteration 71Q: 3 clusters Score -589256.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -589259.125000 Penalty: 871.764832
	Iteration 72Q: 3 clusters Score -589259.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -589264.562500 Penalty: 871.764832
	Iteration 73Q: 3 clusters Score -589264.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -589268.250000 Penalty: 871.764832
	Iteration 74Q: 3 clusters Score -589268.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -589270.062500 Penalty: 871.764832
	Iteration 75Q: 3 clusters Score -589270.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -589272.375000 Penalty: 871.764832
	Iteration 76Q: 3 clusters Score -589272.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -589272.937500 Penalty: 871.764832
	Iteration 77Q: 3 clusters Score -589272.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -589273.937500 Penalty: 871.764832
	Iteration 78Q: 3 clusters Score -589273.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -589274.250000 Penalty: 871.764832
	Iteration 79Q: 3 clusters Score -589274.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -589274.937500 Penalty: 871.764832
	Iteration 80F: 3 clusters Score -589274.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -589275.500000 Penalty: 871.764832
	Iteration 81Q: 3 clusters Score -589275.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -589274.125000 Penalty: 871.764832
	Iteration 82Q: 3 clusters Score -589274.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -589276.312500 Penalty: 871.764832
	Iteration 83Q: 3 clusters Score -589276.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -589277.687500 Penalty: 871.764832
	Iteration 84Q: 3 clusters Score -589277.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -589280.375000 Penalty: 871.764832
	Iteration 85Q: 3 clusters Score -589280.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -589282.937500 Penalty: 871.764832
	Iteration 86Q: 3 clusters Score -589282.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -589284.312500 Penalty: 871.764832
	Iteration 87Q: 3 clusters Score -589284.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -589286.875000 Penalty: 871.764832
	Iteration 88Q: 3 clusters Score -589286.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -589289.937500 Penalty: 871.764832
	Iteration 89Q: 3 clusters Score -589289.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -589291.750000 Penalty: 871.764832
	Iteration 90Q: 3 clusters Score -589291.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -589294.062500 Penalty: 871.764832
	Iteration 91Q: 3 clusters Score -589294.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -589294.687500 Penalty: 871.764832
	Iteration 92Q: 3 clusters Score -589294.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -589296.062500 Penalty: 871.764832
	Iteration 93Q: 3 clusters Score -589296.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -589294.750000 Penalty: 871.764832
	Iteration 94Q: 3 clusters Score -589294.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -589297.687500 Penalty: 871.764832
	Iteration 95Q: 3 clusters Score -589297.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -589297.312500 Penalty: 871.764832
	Iteration 96Q: 3 clusters Score -589297.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -589298.562500 Penalty: 871.764832
	Iteration 97Q: 3 clusters Score -589298.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -589299.375000 Penalty: 871.764832
	Iteration 98Q: 3 clusters Score -589299.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -589300.625000 Penalty: 871.764832
	Iteration 99Q: 3 clusters Score -589300.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -589299.812500 Penalty: 871.764832
	Iteration 100F: 3 clusters Score -589299.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -589299.937500 Penalty: 871.764832
	Iteration 101Q: 3 clusters Score -589299.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -589300.250000 Penalty: 871.764832
	Iteration 102Q: 3 clusters Score -589300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -589299.125000 Penalty: 871.764832
	Iteration 103Q: 3 clusters Score -589299.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -589299.687500 Penalty: 871.764832
	Iteration 104Q: 3 clusters Score -589299.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -589301.437500 Penalty: 871.764832
	Iteration 105Q: 3 clusters Score -589301.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -589301.437500 Penalty: 871.764832
	Iteration 106F: 3 clusters Score -589301.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Entering Unmasked Estep 
Score: -513737.406250 Penalty: 431.830109
	Iteration 0F: 2 clusters Score -513737.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -504928.750000 Penalty: 863.660217
	Iteration 0F: 3 clusters Score -504928.8 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -508584.812500 Penalty: 863.660217
	Iteration 1F: 3 clusters Score -508584.8 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -508962.000000 Penalty: 863.660217
	Iteration 2F: 3 clusters Score -508962 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -509508.281250 Penalty: 863.660217
	Iteration 3F: 3 clusters Score -509508.3 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -510168.656250 Penalty: 863.660217
	Iteration 4F: 3 clusters Score -510168.7 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -510956.343750 Penalty: 863.660217
	Iteration 5F: 3 clusters Score -510956.3 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -511685.875000 Penalty: 863.660217
	Iteration 6F: 3 clusters Score -511685.9 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -512216.937500 Penalty: 863.660217
	Iteration 7Q: 3 clusters Score -512216.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -512595.218750 Penalty: 863.660217
	Iteration 8Q: 3 clusters Score -512595.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -512868.062500 Penalty: 863.660217
	Iteration 9Q: 3 clusters Score -512868.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -513049.281250 Penalty: 863.660217
	Iteration 10Q: 3 clusters Score -513049.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -513161.375000 Penalty: 863.660217
	Iteration 11Q: 3 clusters Score -513161.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -513235.750000 Penalty: 863.660217
	Iteration 12Q: 3 clusters Score -513235.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -513274.187500 Penalty: 863.660217
	Iteration 13Q: 3 clusters Score -513274.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -513297.750000 Penalty: 863.660217
	Iteration 14Q: 3 clusters Score -513297.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -513309.843750 Penalty: 863.660217
	Iteration 15Q: 3 clusters Score -513309.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -513317.781250 Penalty: 863.660217
	Iteration 16Q: 3 clusters Score -513317.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -513330.187500 Penalty: 863.660217
	Iteration 17Q: 3 clusters Score -513330.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -513343.750000 Penalty: 863.660217
	Iteration 18Q: 3 clusters Score -513343.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -513353.406250 Penalty: 863.660217
	Iteration 19Q: 3 clusters Score -513353.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -513358.218750 Penalty: 863.660217
	Iteration 20F: 3 clusters Score -513358.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -513360.656250 Penalty: 863.660217
	Iteration 21Q: 3 clusters Score -513360.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -513360.656250 Penalty: 863.660217
	Iteration 22F: 3 clusters Score -513360.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Entering Unmasked Estep 
Score: -1013190.000000 Penalty: 460.324646
	Iteration 0F: 2 clusters Score -1013190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -996684.687500 Penalty: 920.649292
	Iteration 0F: 3 clusters Score -996684.7 nChanged 11843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1003909.875000 Penalty: 920.649292
	Iteration 1F: 3 clusters Score -1003910 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1004611.000000 Penalty: 920.649292
	Iteration 2F: 3 clusters Score -1004611 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1005648.437500 Penalty: 920.649292
	Iteration 3F: 3 clusters Score -1005648 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1006959.875000 Penalty: 920.649292
	Iteration 4F: 3 clusters Score -1006960 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1008337.312500 Penalty: 920.649292
	Iteration 5F: 3 clusters Score -1008337 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1009591.312500 Penalty: 920.649292
	Iteration 6F: 3 clusters Score -1009591 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1010545.437500 Penalty: 920.649292
	Iteration 7Q: 3 clusters Score -1010545 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1011231.062500 Penalty: 920.649292
	Iteration 8Q: 3 clusters Score -1011231 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1011645.500000 Penalty: 920.649292
	Iteration 9Q: 3 clusters Score -1011646 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1011928.375000 Penalty: 920.649292
	Iteration 10Q: 3 clusters Score -1011928 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1012165.062500 Penalty: 920.649292
	Iteration 11Q: 3 clusters Score -1012165 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1012341.812500 Penalty: 920.649292
	Iteration 12Q: 3 clusters Score -1012342 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1012468.125000 Penalty: 920.649292
	Iteration 13Q: 3 clusters Score -1012468 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1012553.500000 Penalty: 920.649292
	Iteration 14Q: 3 clusters Score -1012554 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1012621.375000 Penalty: 920.649292
	Iteration 15Q: 3 clusters Score -1012621 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1012675.250000 Penalty: 920.649292
	Iteration 16Q: 3 clusters Score -1012675 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1012718.625000 Penalty: 920.649292
	Iteration 17Q: 3 clusters Score -1012719 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1012749.250000 Penalty: 920.649292
	Iteration 18Q: 3 clusters Score -1012749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1012763.687500 Penalty: 920.649292
	Iteration 19Q: 3 clusters Score -1012764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1012775.625000 Penalty: 920.649292
	Iteration 20F: 3 clusters Score -1012776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1012786.437500 Penalty: 920.649292
	Iteration 21Q: 3 clusters Score -1012786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1012793.750000 Penalty: 920.649292
	Iteration 22Q: 3 clusters Score -1012794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1012800.750000 Penalty: 920.649292
	Iteration 23Q: 3 clusters Score -1012801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1012807.062500 Penalty: 920.649292
	Iteration 24Q: 3 clusters Score -1012807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1012810.625000 Penalty: 920.649292
	Iteration 25Q: 3 clusters Score -1012811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1012813.187500 Penalty: 920.649292
	Iteration 26Q: 3 clusters Score -1012813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1012817.250000 Penalty: 920.649292
	Iteration 27Q: 3 clusters Score -1012817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1012820.875000 Penalty: 920.649292
	Iteration 28Q: 3 clusters Score -1012821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1012822.437500 Penalty: 920.649292
	Iteration 29Q: 3 clusters Score -1012822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1012823.937500 Penalty: 920.649292
	Iteration 30Q: 3 clusters Score -1012824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1012825.187500 Penalty: 920.649292
	Iteration 31Q: 3 clusters Score -1012825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1012823.562500 Penalty: 920.649292
	Iteration 32Q: 3 clusters Score -1012824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1012824.125000 Penalty: 920.649292
	Iteration 33Q: 3 clusters Score -1012824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1012824.125000 Penalty: 920.649292
	Iteration 34F: 3 clusters Score -1012824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Entering Unmasked Estep 
Score: -134763.062500 Penalty: 371.446350
	Iteration 0F: 2 clusters Score -134763.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -132358.593750 Penalty: 742.892700
	Iteration 0F: 3 clusters Score -132358.6 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -133328.656250 Penalty: 742.892700
	Iteration 1F: 3 clusters Score -133328.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -133470.359375 Penalty: 742.892700
	Iteration 2F: 3 clusters Score -133470.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -133572.890625 Penalty: 742.892700
	Iteration 3F: 3 clusters Score -133572.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -133679.125000 Penalty: 742.892700
	Iteration 4Q: 3 clusters Score -133679.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -133788.078125 Penalty: 742.892700
	Iteration 5F: 3 clusters Score -133788.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -133870.062500 Penalty: 742.892700
	Iteration 6Q: 3 clusters Score -133870.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -133943.062500 Penalty: 742.892700
	Iteration 7Q: 3 clusters Score -133943.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -134004.234375 Penalty: 742.892700
	Iteration 8Q: 3 clusters Score -134004.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -134048.656250 Penalty: 742.892700
	Iteration 9Q: 3 clusters Score -134048.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -134071.421875 Penalty: 742.892700
	Iteration 10Q: 3 clusters Score -134071.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -134083.031250 Penalty: 742.892700
	Iteration 11Q: 3 clusters Score -134083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -134091.656250 Penalty: 742.892700
	Iteration 12Q: 3 clusters Score -134091.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -134101.046875 Penalty: 742.892700
	Iteration 13Q: 3 clusters Score -134101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -134112.000000 Penalty: 742.892700
	Iteration 14Q: 3 clusters Score -134112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -134122.875000 Penalty: 742.892700
	Iteration 15Q: 3 clusters Score -134122.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -134134.046875 Penalty: 742.892700
	Iteration 16Q: 3 clusters Score -134134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -134143.796875 Penalty: 742.892700
	Iteration 17Q: 3 clusters Score -134143.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -134156.453125 Penalty: 742.892700
	Iteration 18Q: 3 clusters Score -134156.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -134173.031250 Penalty: 742.892700
	Iteration 19Q: 3 clusters Score -134173 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -134191.859375 Penalty: 742.892700
	Iteration 20F: 3 clusters Score -134191.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -134210.984375 Penalty: 742.892700
	Iteration 21Q: 3 clusters Score -134211 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -134227.046875 Penalty: 742.892700
	Iteration 22Q: 3 clusters Score -134227 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -134241.437500 Penalty: 742.892700
	Iteration 23Q: 3 clusters Score -134241.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -134255.343750 Penalty: 742.892700
	Iteration 24Q: 3 clusters Score -134255.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -134278.000000 Penalty: 742.892700
	Iteration 25Q: 3 clusters Score -134278 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -134308.062500 Penalty: 742.892700
	Iteration 26Q: 3 clusters Score -134308.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -134345.984375 Penalty: 742.892700
	Iteration 27Q: 3 clusters Score -134346 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -134383.531250 Penalty: 742.892700
	Iteration 28Q: 3 clusters Score -134383.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -134422.562500 Penalty: 742.892700
	Iteration 29Q: 3 clusters Score -134422.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -134456.781250 Penalty: 742.892700
	Iteration 30Q: 3 clusters Score -134456.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -134473.312500 Penalty: 742.892700
	Iteration 31Q: 3 clusters Score -134473.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -134482.640625 Penalty: 742.892700
	Iteration 32Q: 3 clusters Score -134482.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -134493.734375 Penalty: 742.892700
	Iteration 33Q: 3 clusters Score -134493.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -134503.203125 Penalty: 742.892700
	Iteration 34Q: 3 clusters Score -134503.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -134512.812500 Penalty: 742.892700
	Iteration 35Q: 3 clusters Score -134512.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -134522.187500 Penalty: 742.892700
	Iteration 36Q: 3 clusters Score -134522.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -134527.328125 Penalty: 742.892700
	Iteration 37Q: 3 clusters Score -134527.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -134532.000000 Penalty: 742.892700
	Iteration 38Q: 3 clusters Score -134532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -134535.406250 Penalty: 742.892700
	Iteration 39Q: 3 clusters Score -134535.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -134537.296875 Penalty: 742.892700
	Iteration 40F: 3 clusters Score -134537.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -134539.015625 Penalty: 742.892700
	Iteration 41Q: 3 clusters Score -134539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -134541.046875 Penalty: 742.892700
	Iteration 42Q: 3 clusters Score -134541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -134541.218750 Penalty: 742.892700
	Iteration 43Q: 3 clusters Score -134541.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -134541.218750 Penalty: 742.892700
	Iteration 44F: 3 clusters Score -134541.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -89138.507812 Penalty: 351.321381
	Iteration 0F: 2 clusters Score -89138.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -87542.273438 Penalty: 702.642761
	Iteration 0F: 3 clusters Score -87542.27 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -88086.437500 Penalty: 702.642761
	Iteration 1F: 3 clusters Score -88086.44 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -88180.359375 Penalty: 702.642761
	Iteration 2F: 3 clusters Score -88180.36 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -88261.523438 Penalty: 702.642761
	Iteration 3F: 3 clusters Score -88261.52 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -88348.164062 Penalty: 702.642761
	Iteration 4F: 3 clusters Score -88348.16 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -88449.640625 Penalty: 702.642761
	Iteration 5F: 3 clusters Score -88449.64 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -88527.890625 Penalty: 702.642761
	Iteration 6Q: 3 clusters Score -88527.89 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -88603.164062 Penalty: 702.642761
	Iteration 7Q: 3 clusters Score -88603.16 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -88654.046875 Penalty: 702.642761
	Iteration 8Q: 3 clusters Score -88654.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -88689.195312 Penalty: 702.642761
	Iteration 9Q: 3 clusters Score -88689.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -88724.882812 Penalty: 702.642761
	Iteration 10Q: 3 clusters Score -88724.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -88752.804688 Penalty: 702.642761
	Iteration 11Q: 3 clusters Score -88752.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -88766.031250 Penalty: 702.642761
	Iteration 12Q: 3 clusters Score -88766.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -88778.890625 Penalty: 702.642761
	Iteration 13Q: 3 clusters Score -88778.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -88795.187500 Penalty: 702.642761
	Iteration 14Q: 3 clusters Score -88795.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -88810.539062 Penalty: 702.642761
	Iteration 15Q: 3 clusters Score -88810.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -88822.359375 Penalty: 702.642761
	Iteration 16Q: 3 clusters Score -88822.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -88828.218750 Penalty: 702.642761
	Iteration 17Q: 3 clusters Score -88828.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -88830.734375 Penalty: 702.642761
	Iteration 18Q: 3 clusters Score -88830.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -88831.875000 Penalty: 702.642761
	Iteration 19Q: 3 clusters Score -88831.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -88832.656250 Penalty: 702.642761
	Iteration 20F: 3 clusters Score -88832.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Entering Unmasked Estep 
Score: -70217.835938 Penalty: 341.524902
	Iteration 0F: 2 clusters Score -70217.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -68860.015625 Penalty: 683.049805
	Iteration 0F: 3 clusters Score -68860.02 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -69448.648438 Penalty: 683.049805
	Iteration 1F: 3 clusters Score -69448.65 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -69579.953125 Penalty: 683.049805
	Iteration 2F: 3 clusters Score -69579.95 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -69681.984375 Penalty: 683.049805
	Iteration 3F: 3 clusters Score -69681.98 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -69759.203125 Penalty: 683.049805
	Iteration 4F: 3 clusters Score -69759.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -69822.992188 Penalty: 683.049805
	Iteration 5Q: 3 clusters Score -69822.99 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -69878.843750 Penalty: 683.049805
	Iteration 6Q: 3 clusters Score -69878.84 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -69919.203125 Penalty: 683.049805
	Iteration 7Q: 3 clusters Score -69919.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -69959.773438 Penalty: 683.049805
	Iteration 8Q: 3 clusters Score -69959.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -69985.875000 Penalty: 683.049805
	Iteration 9Q: 3 clusters Score -69985.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -70014.539062 Penalty: 683.049805
	Iteration 10Q: 3 clusters Score -70014.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -70039.210938 Penalty: 683.049805
	Iteration 11Q: 3 clusters Score -70039.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -70048.593750 Penalty: 683.049805
	Iteration 12Q: 3 clusters Score -70048.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -70055.828125 Penalty: 683.049805
	Iteration 13Q: 3 clusters Score -70055.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -70060.289062 Penalty: 683.049805
	Iteration 14Q: 3 clusters Score -70060.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -70065.500000 Penalty: 683.049805
	Iteration 15Q: 3 clusters Score -70065.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -70070.664062 Penalty: 683.049805
	Iteration 16Q: 3 clusters Score -70070.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -70074.507812 Penalty: 683.049805
	Iteration 17Q: 3 clusters Score -70074.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -70077.710938 Penalty: 683.049805
	Iteration 18Q: 3 clusters Score -70077.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -70079.164062 Penalty: 683.049805
	Iteration 19Q: 3 clusters Score -70079.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -70080.242188 Penalty: 683.049805
	Iteration 20F: 3 clusters Score -70080.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -70081.070312 Penalty: 683.049805
	Iteration 21Q: 3 clusters Score -70081.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -70081.523438 Penalty: 683.049805
	Iteration 22Q: 3 clusters Score -70081.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -70081.734375 Penalty: 683.049805
	Iteration 23Q: 3 clusters Score -70081.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -70081.734375 Penalty: 683.049805
	Iteration 24F: 3 clusters Score -70081.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Entering Unmasked Estep 
Score: -143395.406250 Penalty: 373.918030
	Iteration 0F: 2 clusters Score -143395.4 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 1782 members 
Entering Unmasked Estep 
Score: -140909.437500 Penalty: 747.836060
	Iteration 0F: 3 clusters Score -140909.4 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -142059.906250 Penalty: 747.836060
	Iteration 1F: 3 clusters Score -142059.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -142393.984375 Penalty: 747.836060
	Iteration 2F: 3 clusters Score -142394 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -142682.203125 Penalty: 747.836060
	Iteration 3F: 3 clusters Score -142682.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -142884.390625 Penalty: 747.836060
	Iteration 4F: 3 clusters Score -142884.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -142997.468750 Penalty: 747.836060
	Iteration 5Q: 3 clusters Score -142997.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -143062.531250 Penalty: 747.836060
	Iteration 6Q: 3 clusters Score -143062.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -143095.781250 Penalty: 747.836060
	Iteration 7Q: 3 clusters Score -143095.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -143119.031250 Penalty: 747.836060
	Iteration 8Q: 3 clusters Score -143119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -143136.515625 Penalty: 747.836060
	Iteration 9Q: 3 clusters Score -143136.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -143153.687500 Penalty: 747.836060
	Iteration 10Q: 3 clusters Score -143153.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -143160.812500 Penalty: 747.836060
	Iteration 11Q: 3 clusters Score -143160.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -143164.015625 Penalty: 747.836060
	Iteration 12Q: 3 clusters Score -143164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -143166.906250 Penalty: 747.836060
	Iteration 13Q: 3 clusters Score -143166.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -143167.640625 Penalty: 747.836060
	Iteration 14Q: 3 clusters Score -143167.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -143169.140625 Penalty: 747.836060
	Iteration 15Q: 3 clusters Score -143169.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -143170.125000 Penalty: 747.836060
	Iteration 16Q: 3 clusters Score -143170.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -143170.687500 Penalty: 747.836060
	Iteration 17Q: 3 clusters Score -143170.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -143172.265625 Penalty: 747.836060
	Iteration 18Q: 3 clusters Score -143172.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -143173.515625 Penalty: 747.836060
	Iteration 19Q: 3 clusters Score -143173.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -143174.484375 Penalty: 747.836060
	Iteration 20F: 3 clusters Score -143174.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -143175.562500 Penalty: 747.836060
	Iteration 21Q: 3 clusters Score -143175.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -143176.203125 Penalty: 747.836060
	Iteration 22Q: 3 clusters Score -143176.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -143177.093750 Penalty: 747.836060
	Iteration 23Q: 3 clusters Score -143177.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -143178.500000 Penalty: 747.836060
	Iteration 24Q: 3 clusters Score -143178.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -143179.156250 Penalty: 747.836060
	Iteration 25Q: 3 clusters Score -143179.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -143179.765625 Penalty: 747.836060
	Iteration 26Q: 3 clusters Score -143179.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -143180.312500 Penalty: 747.836060
	Iteration 27Q: 3 clusters Score -143180.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -143180.468750 Penalty: 747.836060
	Iteration 28Q: 3 clusters Score -143180.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -143180.703125 Penalty: 747.836060
	Iteration 29Q: 3 clusters Score -143180.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -143180.703125 Penalty: 747.836060
	Iteration 30F: 3 clusters Score -143180.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Entering Unmasked Estep 
Score: -185606.062500 Penalty: 384.132355
	Iteration 0F: 2 clusters Score -185606.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -182420.031250 Penalty: 768.264709
	Iteration 0F: 3 clusters Score -182420 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -183605.515625 Penalty: 768.264709
	Iteration 1F: 3 clusters Score -183605.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -183809.281250 Penalty: 768.264709
	Iteration 2F: 3 clusters Score -183809.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -184010.046875 Penalty: 768.264709
	Iteration 3F: 3 clusters Score -184010 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -184213.640625 Penalty: 768.264709
	Iteration 4F: 3 clusters Score -184213.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -184391.453125 Penalty: 768.264709
	Iteration 5F: 3 clusters Score -184391.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -184542.078125 Penalty: 768.264709
	Iteration 6Q: 3 clusters Score -184542.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -184685.531250 Penalty: 768.264709
	Iteration 7Q: 3 clusters Score -184685.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -184809.437500 Penalty: 768.264709
	Iteration 8Q: 3 clusters Score -184809.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -184877.796875 Penalty: 768.264709
	Iteration 9Q: 3 clusters Score -184877.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -184922.953125 Penalty: 768.264709
	Iteration 10Q: 3 clusters Score -184923 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -184949.421875 Penalty: 768.264709
	Iteration 11Q: 3 clusters Score -184949.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -184974.859375 Penalty: 768.264709
	Iteration 12Q: 3 clusters Score -184974.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -184997.234375 Penalty: 768.264709
	Iteration 13Q: 3 clusters Score -184997.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -185018.171875 Penalty: 768.264709
	Iteration 14Q: 3 clusters Score -185018.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -185041.218750 Penalty: 768.264709
	Iteration 15Q: 3 clusters Score -185041.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -185070.140625 Penalty: 768.264709
	Iteration 16Q: 3 clusters Score -185070.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -185094.328125 Penalty: 768.264709
	Iteration 17Q: 3 clusters Score -185094.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -185109.000000 Penalty: 768.264709
	Iteration 18Q: 3 clusters Score -185109 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -185126.140625 Penalty: 768.264709
	Iteration 19Q: 3 clusters Score -185126.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -185152.546875 Penalty: 768.264709
	Iteration 20F: 3 clusters Score -185152.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -185187.500000 Penalty: 768.264709
	Iteration 21Q: 3 clusters Score -185187.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -185217.125000 Penalty: 768.264709
	Iteration 22Q: 3 clusters Score -185217.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -185248.390625 Penalty: 768.264709
	Iteration 23Q: 3 clusters Score -185248.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -185274.968750 Penalty: 768.264709
	Iteration 24Q: 3 clusters Score -185275 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -185299.187500 Penalty: 768.264709
	Iteration 25Q: 3 clusters Score -185299.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -185313.218750 Penalty: 768.264709
	Iteration 26Q: 3 clusters Score -185313.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -185324.375000 Penalty: 768.264709
	Iteration 27Q: 3 clusters Score -185324.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -185335.140625 Penalty: 768.264709
	Iteration 28Q: 3 clusters Score -185335.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -185343.000000 Penalty: 768.264709
	Iteration 29Q: 3 clusters Score -185343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -185346.656250 Penalty: 768.264709
	Iteration 30Q: 3 clusters Score -185346.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -185349.062500 Penalty: 768.264709
	Iteration 31Q: 3 clusters Score -185349.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -185350.625000 Penalty: 768.264709
	Iteration 32Q: 3 clusters Score -185350.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -185352.375000 Penalty: 768.264709
	Iteration 33Q: 3 clusters Score -185352.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -185354.406250 Penalty: 768.264709
	Iteration 34Q: 3 clusters Score -185354.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -185355.640625 Penalty: 768.264709
	Iteration 35Q: 3 clusters Score -185355.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -185355.937500 Penalty: 768.264709
	Iteration 36Q: 3 clusters Score -185355.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -185356.406250 Penalty: 768.264709
	Iteration 37Q: 3 clusters Score -185356.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -185356.750000 Penalty: 768.264709
	Iteration 38Q: 3 clusters Score -185356.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -185356.828125 Penalty: 768.264709
	Iteration 39Q: 3 clusters Score -185356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -185357.218750 Penalty: 768.264709
	Iteration 40F: 3 clusters Score -185357.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -49422.046875 Penalty: 328.593506
	Iteration 0F: 2 clusters Score -49422.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -48363.042969 Penalty: 657.187012
	Iteration 0F: 3 clusters Score -48363.04 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -48725.531250 Penalty: 657.187012
	Iteration 1F: 3 clusters Score -48725.53 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -48836.765625 Penalty: 657.187012
	Iteration 2F: 3 clusters Score -48836.77 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -48924.855469 Penalty: 657.187012
	Iteration 3F: 3 clusters Score -48924.86 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -48991.257812 Penalty: 657.187012
	Iteration 4F: 3 clusters Score -48991.26 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -49047.863281 Penalty: 657.187012
	Iteration 5Q: 3 clusters Score -49047.86 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -49094.949219 Penalty: 657.187012
	Iteration 6Q: 3 clusters Score -49094.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -49117.988281 Penalty: 657.187012
	Iteration 7Q: 3 clusters Score -49117.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -49139.050781 Penalty: 657.187012
	Iteration 8Q: 3 clusters Score -49139.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -49163.375000 Penalty: 657.187012
	Iteration 9Q: 3 clusters Score -49163.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -49187.445312 Penalty: 657.187012
	Iteration 10Q: 3 clusters Score -49187.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -49199.500000 Penalty: 657.187012
	Iteration 11Q: 3 clusters Score -49199.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -49207.902344 Penalty: 657.187012
	Iteration 12Q: 3 clusters Score -49207.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -49215.601562 Penalty: 657.187012
	Iteration 13Q: 3 clusters Score -49215.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -49219.406250 Penalty: 657.187012
	Iteration 14Q: 3 clusters Score -49219.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -49221.589844 Penalty: 657.187012
	Iteration 15Q: 3 clusters Score -49221.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -49223.265625 Penalty: 657.187012
	Iteration 16Q: 3 clusters Score -49223.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -49225.500000 Penalty: 657.187012
	Iteration 17Q: 3 clusters Score -49225.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -49227.648438 Penalty: 657.187012
	Iteration 18Q: 3 clusters Score -49227.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -49231.488281 Penalty: 657.187012
	Iteration 19Q: 3 clusters Score -49231.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -49234.976562 Penalty: 657.187012
	Iteration 20F: 3 clusters Score -49234.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -49235.210938 Penalty: 657.187012
	Iteration 21Q: 3 clusters Score -49235.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -49235.210938 Penalty: 657.187012
	Iteration 22F: 3 clusters Score -49235.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Entering Unmasked Estep 
Score: -105511.476562 Penalty: 358.266022
	Iteration 0F: 2 clusters Score -105511.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -103652.734375 Penalty: 716.532043
	Iteration 0F: 3 clusters Score -103652.7 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -104299.195312 Penalty: 716.532043
	Iteration 1F: 3 clusters Score -104299.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -104383.445312 Penalty: 716.532043
	Iteration 2F: 3 clusters Score -104383.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -104447.140625 Penalty: 716.532043
	Iteration 3Q: 3 clusters Score -104447.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -104502.609375 Penalty: 716.532043
	Iteration 4Q: 3 clusters Score -104502.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -104542.976562 Penalty: 716.532043
	Iteration 5Q: 3 clusters Score -104543 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -104573.437500 Penalty: 716.532043
	Iteration 6Q: 3 clusters Score -104573.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -104610.531250 Penalty: 716.532043
	Iteration 7Q: 3 clusters Score -104610.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -104646.640625 Penalty: 716.532043
	Iteration 8Q: 3 clusters Score -104646.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -104676.234375 Penalty: 716.532043
	Iteration 9Q: 3 clusters Score -104676.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -104699.632812 Penalty: 716.532043
	Iteration 10Q: 3 clusters Score -104699.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -104722.609375 Penalty: 716.532043
	Iteration 11Q: 3 clusters Score -104722.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -104745.789062 Penalty: 716.532043
	Iteration 12Q: 3 clusters Score -104745.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -104768.070312 Penalty: 716.532043
	Iteration 13Q: 3 clusters Score -104768.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -104782.742188 Penalty: 716.532043
	Iteration 14Q: 3 clusters Score -104782.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -104791.414062 Penalty: 716.532043
	Iteration 15Q: 3 clusters Score -104791.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -104798.070312 Penalty: 716.532043
	Iteration 16Q: 3 clusters Score -104798.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -104804.414062 Penalty: 716.532043
	Iteration 17Q: 3 clusters Score -104804.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -104812.703125 Penalty: 716.532043
	Iteration 18Q: 3 clusters Score -104812.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -104820.851562 Penalty: 716.532043
	Iteration 19Q: 3 clusters Score -104820.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -104826.812500 Penalty: 716.532043
	Iteration 20F: 3 clusters Score -104826.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -104830.664062 Penalty: 716.532043
	Iteration 21Q: 3 clusters Score -104830.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -104835.023438 Penalty: 716.532043
	Iteration 22Q: 3 clusters Score -104835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -104841.710938 Penalty: 716.532043
	Iteration 23Q: 3 clusters Score -104841.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -104851.093750 Penalty: 716.532043
	Iteration 24Q: 3 clusters Score -104851.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -104863.859375 Penalty: 716.532043
	Iteration 25Q: 3 clusters Score -104863.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -104879.953125 Penalty: 716.532043
	Iteration 26Q: 3 clusters Score -104880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -104896.531250 Penalty: 716.532043
	Iteration 27Q: 3 clusters Score -104896.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -104916.960938 Penalty: 716.532043
	Iteration 28Q: 3 clusters Score -104917 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -104941.609375 Penalty: 716.532043
	Iteration 29Q: 3 clusters Score -104941.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -104971.023438 Penalty: 716.532043
	Iteration 30Q: 3 clusters Score -104971 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -105011.687500 Penalty: 716.532043
	Iteration 31Q: 3 clusters Score -105011.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -105051.929688 Penalty: 716.532043
	Iteration 32Q: 3 clusters Score -105051.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -105086.421875 Penalty: 716.532043
	Iteration 33Q: 3 clusters Score -105086.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -105114.343750 Penalty: 716.532043
	Iteration 34Q: 3 clusters Score -105114.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -105135.914062 Penalty: 716.532043
	Iteration 35Q: 3 clusters Score -105135.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -105152.335938 Penalty: 716.532043
	Iteration 36Q: 3 clusters Score -105152.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -105161.476562 Penalty: 716.532043
	Iteration 37Q: 3 clusters Score -105161.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -105169.773438 Penalty: 716.532043
	Iteration 38Q: 3 clusters Score -105169.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -105177.304688 Penalty: 716.532043
	Iteration 39Q: 3 clusters Score -105177.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -105182.312500 Penalty: 716.532043
	Iteration 40F: 3 clusters Score -105182.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -105188.203125 Penalty: 716.532043
	Iteration 41Q: 3 clusters Score -105188.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -105193.843750 Penalty: 716.532043
	Iteration 42Q: 3 clusters Score -105193.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -105201.390625 Penalty: 716.532043
	Iteration 43Q: 3 clusters Score -105201.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -105205.320312 Penalty: 716.532043
	Iteration 44Q: 3 clusters Score -105205.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -105207.000000 Penalty: 716.532043
	Iteration 45Q: 3 clusters Score -105207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -105207.960938 Penalty: 716.532043
	Iteration 46Q: 3 clusters Score -105208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -105209.046875 Penalty: 716.532043
	Iteration 47Q: 3 clusters Score -105209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -105209.906250 Penalty: 716.532043
	Iteration 48Q: 3 clusters Score -105209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -105210.734375 Penalty: 716.532043
	Iteration 49Q: 3 clusters Score -105210.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -105211.203125 Penalty: 716.532043
	Iteration 50Q: 3 clusters Score -105211.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -105211.843750 Penalty: 716.532043
	Iteration 51Q: 3 clusters Score -105211.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -105211.843750 Penalty: 716.532043
	Iteration 52F: 3 clusters Score -105211.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -41089.355469 Penalty: 319.174042
	Iteration 0F: 2 clusters Score -41089.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -40198.125000 Penalty: 638.348083
	Iteration 0F: 3 clusters Score -40198.12 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -40490.328125 Penalty: 638.348083
	Iteration 1F: 3 clusters Score -40490.33 nChanged 103
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: -40572.863281 Penalty: 638.348083
	Iteration 2F: 3 clusters Score -40572.86 nChanged 61
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: -40612.488281 Penalty: 638.348083
	Iteration 3F: 3 clusters Score -40612.49 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -40647.292969 Penalty: 638.348083
	Iteration 4Q: 3 clusters Score -40647.29 nChanged 50
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: -40683.269531 Penalty: 638.348083
	Iteration 5Q: 3 clusters Score -40683.27 nChanged 49
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: -40721.074219 Penalty: 638.348083
	Iteration 6Q: 3 clusters Score -40721.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -40758.648438 Penalty: 638.348083
	Iteration 7Q: 3 clusters Score -40758.65 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -40786.925781 Penalty: 638.348083
	Iteration 8Q: 3 clusters Score -40786.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -40806.839844 Penalty: 638.348083
	Iteration 9Q: 3 clusters Score -40806.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -40815.601562 Penalty: 638.348083
	Iteration 10Q: 3 clusters Score -40815.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -40824.937500 Penalty: 638.348083
	Iteration 11Q: 3 clusters Score -40824.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -40832.406250 Penalty: 638.348083
	Iteration 12Q: 3 clusters Score -40832.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -40840.765625 Penalty: 638.348083
	Iteration 13Q: 3 clusters Score -40840.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -40850.980469 Penalty: 638.348083
	Iteration 14Q: 3 clusters Score -40850.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -40860.937500 Penalty: 638.348083
	Iteration 15Q: 3 clusters Score -40860.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -40872.859375 Penalty: 638.348083
	Iteration 16Q: 3 clusters Score -40872.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -40880.464844 Penalty: 638.348083
	Iteration 17Q: 3 clusters Score -40880.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -40889.386719 Penalty: 638.348083
	Iteration 18Q: 3 clusters Score -40889.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -40900.976562 Penalty: 638.348083
	Iteration 19Q: 3 clusters Score -40900.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -40925.902344 Penalty: 638.348083
	Iteration 20F: 3 clusters Score -40925.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -40962.312500 Penalty: 638.348083
	Iteration 21Q: 3 clusters Score -40962.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -40994.878906 Penalty: 638.348083
	Iteration 22Q: 3 clusters Score -40994.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -41017.097656 Penalty: 638.348083
	Iteration 23Q: 3 clusters Score -41017.1 nChanged 18
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: -41033.785156 Penalty: 638.348083
	Iteration 24Q: 3 clusters Score -41033.79 nChanged 16
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: -41045.003906 Penalty: 638.348083
	Iteration 25Q: 3 clusters Score -41045 nChanged 12
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: -41049.628906 Penalty: 638.348083
	Iteration 26Q: 3 clusters Score -41049.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -41051.113281 Penalty: 638.348083
	Iteration 27Q: 3 clusters Score -41051.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -41052.753906 Penalty: 638.348083
	Iteration 28Q: 3 clusters Score -41052.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -41053.472656 Penalty: 638.348083
	Iteration 29Q: 3 clusters Score -41053.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -41054.640625 Penalty: 638.348083
	Iteration 30Q: 3 clusters Score -41054.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -41059.050781 Penalty: 638.348083
	Iteration 31Q: 3 clusters Score -41059.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -41061.996094 Penalty: 638.348083
	Iteration 32Q: 3 clusters Score -41062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -41063.140625 Penalty: 638.348083
	Iteration 33Q: 3 clusters Score -41063.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -41064.781250 Penalty: 638.348083
	Iteration 34Q: 3 clusters Score -41064.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -41066.460938 Penalty: 638.348083
	Iteration 35Q: 3 clusters Score -41066.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -41069.996094 Penalty: 638.348083
	Iteration 36Q: 3 clusters Score -41070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -41075.390625 Penalty: 638.348083
	Iteration 37Q: 3 clusters Score -41075.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -41077.972656 Penalty: 638.348083
	Iteration 38Q: 3 clusters Score -41077.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -41083.671875 Penalty: 638.348083
	Iteration 39Q: 3 clusters Score -41083.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -41084.800781 Penalty: 638.348083
	Iteration 40F: 3 clusters Score -41084.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -41087.605469 Penalty: 638.348083
	Iteration 41Q: 3 clusters Score -41087.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -41091.214844 Penalty: 638.348083
	Iteration 42Q: 3 clusters Score -41091.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -41094.753906 Penalty: 638.348083
	Iteration 43Q: 3 clusters Score -41094.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -41095.750000 Penalty: 638.348083
	Iteration 44Q: 3 clusters Score -41095.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -41095.898438 Penalty: 638.348083
	Iteration 45Q: 3 clusters Score -41095.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -41095.898438 Penalty: 638.348083
	Iteration 46F: 3 clusters Score -41095.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 57598 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 605 members 
Mstep: Class 37 contains 2065 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1856 members 
Mstep: Class 41 contains 26452 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 933 members 
Mstep: Class 44 contains 5969 members 
Mstep: Class 45 contains 1514 members 
Mstep: Class 46 contains 477 members 
Entering Unmasked Estep 
Score: -28358710.000000 Penalty: 28257.169922
Splitting cluster 21 changes total score from -28358690.000000 to -28358710.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 22 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -130028.687500 Penalty: 366.393982
	Iteration 0F: 2 clusters Score -130028.7 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 1521 members 
Entering Unmasked Estep 
Score: -127857.554688 Penalty: 732.787964
	Iteration 0F: 3 clusters Score -127857.6 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -128588.156250 Penalty: 732.787964
	Iteration 1F: 3 clusters Score -128588.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -128737.789062 Penalty: 732.787964
	Iteration 2F: 3 clusters Score -128737.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -128912.312500 Penalty: 732.787964
	Iteration 3F: 3 clusters Score -128912.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -129110.609375 Penalty: 732.787964
	Iteration 4F: 3 clusters Score -129110.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -129292.421875 Penalty: 732.787964
	Iteration 5F: 3 clusters Score -129292.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -129429.382812 Penalty: 732.787964
	Iteration 6F: 3 clusters Score -129429.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -129520.445312 Penalty: 732.787964
	Iteration 7Q: 3 clusters Score -129520.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -129583.679688 Penalty: 732.787964
	Iteration 8Q: 3 clusters Score -129583.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -129628.898438 Penalty: 732.787964
	Iteration 9Q: 3 clusters Score -129628.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -129669.164062 Penalty: 732.787964
	Iteration 10Q: 3 clusters Score -129669.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -129704.921875 Penalty: 732.787964
	Iteration 11Q: 3 clusters Score -129704.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -129734.015625 Penalty: 732.787964
	Iteration 12Q: 3 clusters Score -129734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -129756.898438 Penalty: 732.787964
	Iteration 13Q: 3 clusters Score -129756.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -129773.195312 Penalty: 732.787964
	Iteration 14Q: 3 clusters Score -129773.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -129782.328125 Penalty: 732.787964
	Iteration 15Q: 3 clusters Score -129782.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -129786.117188 Penalty: 732.787964
	Iteration 16Q: 3 clusters Score -129786.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -129792.070312 Penalty: 732.787964
	Iteration 17Q: 3 clusters Score -129792.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -129796.757812 Penalty: 732.787964
	Iteration 18Q: 3 clusters Score -129796.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -129799.679688 Penalty: 732.787964
	Iteration 19Q: 3 clusters Score -129799.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -129801.460938 Penalty: 732.787964
	Iteration 20F: 3 clusters Score -129801.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -129802.664062 Penalty: 732.787964
	Iteration 21Q: 3 clusters Score -129802.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -129803.320312 Penalty: 732.787964
	Iteration 22Q: 3 clusters Score -129803.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -129803.601562 Penalty: 732.787964
	Iteration 23Q: 3 clusters Score -129803.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -129803.632812 Penalty: 732.787964
	Iteration 24Q: 3 clusters Score -129803.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -129803.984375 Penalty: 732.787964
	Iteration 25Q: 3 clusters Score -129804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -129803.984375 Penalty: 732.787964
	Iteration 26F: 3 clusters Score -129804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Entering Unmasked Estep 
Score: -135178.250000 Penalty: 369.864075
	Iteration 0F: 2 clusters Score -135178.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -132864.406250 Penalty: 739.728149
	Iteration 0F: 3 clusters Score -132864.4 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -133736.671875 Penalty: 739.728149
	Iteration 1F: 3 clusters Score -133736.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -133933.328125 Penalty: 739.728149
	Iteration 2F: 3 clusters Score -133933.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -134110.234375 Penalty: 739.728149
	Iteration 3F: 3 clusters Score -134110.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -134282.890625 Penalty: 739.728149
	Iteration 4F: 3 clusters Score -134282.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -134439.953125 Penalty: 739.728149
	Iteration 5F: 3 clusters Score -134440 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -134538.843750 Penalty: 739.728149
	Iteration 6Q: 3 clusters Score -134538.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -134610.156250 Penalty: 739.728149
	Iteration 7Q: 3 clusters Score -134610.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -134668.031250 Penalty: 739.728149
	Iteration 8Q: 3 clusters Score -134668 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -134708.546875 Penalty: 739.728149
	Iteration 9Q: 3 clusters Score -134708.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -134736.546875 Penalty: 739.728149
	Iteration 10Q: 3 clusters Score -134736.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -134757.546875 Penalty: 739.728149
	Iteration 11Q: 3 clusters Score -134757.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -134773.093750 Penalty: 739.728149
	Iteration 12Q: 3 clusters Score -134773.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -134782.437500 Penalty: 739.728149
	Iteration 13Q: 3 clusters Score -134782.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -134787.437500 Penalty: 739.728149
	Iteration 14Q: 3 clusters Score -134787.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -134791.765625 Penalty: 739.728149
	Iteration 15Q: 3 clusters Score -134791.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -134796.531250 Penalty: 739.728149
	Iteration 16Q: 3 clusters Score -134796.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -134798.281250 Penalty: 739.728149
	Iteration 17Q: 3 clusters Score -134798.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -134799.750000 Penalty: 739.728149
	Iteration 18Q: 3 clusters Score -134799.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -134801.343750 Penalty: 739.728149
	Iteration 19Q: 3 clusters Score -134801.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -134802.453125 Penalty: 739.728149
	Iteration 20F: 3 clusters Score -134802.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -134802.953125 Penalty: 739.728149
	Iteration 21Q: 3 clusters Score -134803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -134803.531250 Penalty: 739.728149
	Iteration 22Q: 3 clusters Score -134803.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -134803.828125 Penalty: 739.728149
	Iteration 23Q: 3 clusters Score -134803.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -134804.031250 Penalty: 739.728149
	Iteration 24Q: 3 clusters Score -134804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -134805.109375 Penalty: 739.728149
	Iteration 25Q: 3 clusters Score -134805.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -134806.359375 Penalty: 739.728149
	Iteration 26Q: 3 clusters Score -134806.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -134807.859375 Penalty: 739.728149
	Iteration 27Q: 3 clusters Score -134807.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -134808.671875 Penalty: 739.728149
	Iteration 28Q: 3 clusters Score -134808.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -134809.578125 Penalty: 739.728149
	Iteration 29Q: 3 clusters Score -134809.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -134811.500000 Penalty: 739.728149
	Iteration 30Q: 3 clusters Score -134811.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -134813.171875 Penalty: 739.728149
	Iteration 31Q: 3 clusters Score -134813.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -134815.218750 Penalty: 739.728149
	Iteration 32Q: 3 clusters Score -134815.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -134816.687500 Penalty: 739.728149
	Iteration 33Q: 3 clusters Score -134816.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -134817.187500 Penalty: 739.728149
	Iteration 34Q: 3 clusters Score -134817.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -134817.484375 Penalty: 739.728149
	Iteration 35Q: 3 clusters Score -134817.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -134817.531250 Penalty: 739.728149
	Iteration 36Q: 3 clusters Score -134817.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -134817.546875 Penalty: 739.728149
	Iteration 37Q: 3 clusters Score -134817.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -134817.546875 Penalty: 739.728149
	Iteration 38F: 3 clusters Score -134817.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Entering Unmasked Estep 
Score: -162007.859375 Penalty: 379.185669
	Iteration 0F: 2 clusters Score -162007.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -159206.468750 Penalty: 758.371338
	Iteration 0F: 3 clusters Score -159206.5 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -160191.781250 Penalty: 758.371338
	Iteration 1F: 3 clusters Score -160191.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -160322.468750 Penalty: 758.371338
	Iteration 2F: 3 clusters Score -160322.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -160458.531250 Penalty: 758.371338
	Iteration 3F: 3 clusters Score -160458.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -160573.718750 Penalty: 758.371338
	Iteration 4F: 3 clusters Score -160573.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -160688.218750 Penalty: 758.371338
	Iteration 5F: 3 clusters Score -160688.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -160800.859375 Penalty: 758.371338
	Iteration 6Q: 3 clusters Score -160800.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -160909.875000 Penalty: 758.371338
	Iteration 7Q: 3 clusters Score -160909.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -161022.687500 Penalty: 758.371338
	Iteration 8Q: 3 clusters Score -161022.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -161142.593750 Penalty: 758.371338
	Iteration 9Q: 3 clusters Score -161142.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -161243.843750 Penalty: 758.371338
	Iteration 10Q: 3 clusters Score -161243.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -161353.796875 Penalty: 758.371338
	Iteration 11Q: 3 clusters Score -161353.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -161445.671875 Penalty: 758.371338
	Iteration 12Q: 3 clusters Score -161445.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -161505.625000 Penalty: 758.371338
	Iteration 13Q: 3 clusters Score -161505.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -161546.046875 Penalty: 758.371338
	Iteration 14Q: 3 clusters Score -161546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -161573.218750 Penalty: 758.371338
	Iteration 15Q: 3 clusters Score -161573.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -161602.015625 Penalty: 758.371338
	Iteration 16Q: 3 clusters Score -161602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -161625.343750 Penalty: 758.371338
	Iteration 17Q: 3 clusters Score -161625.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -161635.218750 Penalty: 758.371338
	Iteration 18Q: 3 clusters Score -161635.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -161643.625000 Penalty: 758.371338
	Iteration 19Q: 3 clusters Score -161643.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -161646.453125 Penalty: 758.371338
	Iteration 20F: 3 clusters Score -161646.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -161647.984375 Penalty: 758.371338
	Iteration 21Q: 3 clusters Score -161648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -161649.031250 Penalty: 758.371338
	Iteration 22Q: 3 clusters Score -161649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -161651.984375 Penalty: 758.371338
	Iteration 23Q: 3 clusters Score -161652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -161656.000000 Penalty: 758.371338
	Iteration 24Q: 3 clusters Score -161656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -161660.921875 Penalty: 758.371338
	Iteration 25Q: 3 clusters Score -161660.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -161664.187500 Penalty: 758.371338
	Iteration 26Q: 3 clusters Score -161664.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -161669.687500 Penalty: 758.371338
	Iteration 27Q: 3 clusters Score -161669.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -161676.046875 Penalty: 758.371338
	Iteration 28Q: 3 clusters Score -161676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -161680.578125 Penalty: 758.371338
	Iteration 29Q: 3 clusters Score -161680.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -161684.046875 Penalty: 758.371338
	Iteration 30Q: 3 clusters Score -161684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -161689.000000 Penalty: 758.371338
	Iteration 31Q: 3 clusters Score -161689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -161696.562500 Penalty: 758.371338
	Iteration 32Q: 3 clusters Score -161696.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -161702.781250 Penalty: 758.371338
	Iteration 33Q: 3 clusters Score -161702.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -161706.562500 Penalty: 758.371338
	Iteration 34Q: 3 clusters Score -161706.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -161710.484375 Penalty: 758.371338
	Iteration 35Q: 3 clusters Score -161710.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -161712.375000 Penalty: 758.371338
	Iteration 36Q: 3 clusters Score -161712.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -161714.781250 Penalty: 758.371338
	Iteration 37Q: 3 clusters Score -161714.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -161717.656250 Penalty: 758.371338
	Iteration 38Q: 3 clusters Score -161717.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -161720.703125 Penalty: 758.371338
	Iteration 39Q: 3 clusters Score -161720.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -161722.953125 Penalty: 758.371338
	Iteration 40F: 3 clusters Score -161723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -161724.546875 Penalty: 758.371338
	Iteration 41Q: 3 clusters Score -161724.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -161726.515625 Penalty: 758.371338
	Iteration 42Q: 3 clusters Score -161726.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -161727.140625 Penalty: 758.371338
	Iteration 43Q: 3 clusters Score -161727.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -161728.718750 Penalty: 758.371338
	Iteration 44Q: 3 clusters Score -161728.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -161729.390625 Penalty: 758.371338
	Iteration 45Q: 3 clusters Score -161729.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -161730.171875 Penalty: 758.371338
	Iteration 46Q: 3 clusters Score -161730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -161730.656250 Penalty: 758.371338
	Iteration 47Q: 3 clusters Score -161730.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -161731.906250 Penalty: 758.371338
	Iteration 48Q: 3 clusters Score -161731.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -161733.437500 Penalty: 758.371338
	Iteration 49Q: 3 clusters Score -161733.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -161734.609375 Penalty: 758.371338
	Iteration 50Q: 3 clusters Score -161734.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -161735.390625 Penalty: 758.371338
	Iteration 51Q: 3 clusters Score -161735.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -161738.203125 Penalty: 758.371338
	Iteration 52Q: 3 clusters Score -161738.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -161740.312500 Penalty: 758.371338
	Iteration 53Q: 3 clusters Score -161740.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -161740.671875 Penalty: 758.371338
	Iteration 54Q: 3 clusters Score -161740.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -161741.593750 Penalty: 758.371338
	Iteration 55Q: 3 clusters Score -161741.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -161742.187500 Penalty: 758.371338
	Iteration 56Q: 3 clusters Score -161742.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -161742.937500 Penalty: 758.371338
	Iteration 57Q: 3 clusters Score -161742.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -161744.390625 Penalty: 758.371338
	Iteration 58Q: 3 clusters Score -161744.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -161744.937500 Penalty: 758.371338
	Iteration 59Q: 3 clusters Score -161744.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -161744.968750 Penalty: 758.371338
	Iteration 60F: 3 clusters Score -161745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -39672.519531 Penalty: 318.928101
	Iteration 0F: 2 clusters Score -39672.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -38814.925781 Penalty: 637.856201
	Iteration 0F: 3 clusters Score -38814.93 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -39120.554688 Penalty: 637.856201
	Iteration 1F: 3 clusters Score -39120.55 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -39204.351562 Penalty: 637.856201
	Iteration 2F: 3 clusters Score -39204.35 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -39276.593750 Penalty: 637.856201
	Iteration 3F: 3 clusters Score -39276.59 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -39336.945312 Penalty: 637.856201
	Iteration 4F: 3 clusters Score -39336.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -39380.542969 Penalty: 637.856201
	Iteration 5Q: 3 clusters Score -39380.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -39414.824219 Penalty: 637.856201
	Iteration 6Q: 3 clusters Score -39414.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -39435.328125 Penalty: 637.856201
	Iteration 7Q: 3 clusters Score -39435.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -39457.503906 Penalty: 637.856201
	Iteration 8Q: 3 clusters Score -39457.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -39471.394531 Penalty: 637.856201
	Iteration 9Q: 3 clusters Score -39471.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -39483.554688 Penalty: 637.856201
	Iteration 10Q: 3 clusters Score -39483.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -39493.070312 Penalty: 637.856201
	Iteration 11Q: 3 clusters Score -39493.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -39496.695312 Penalty: 637.856201
	Iteration 12Q: 3 clusters Score -39496.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -39497.886719 Penalty: 637.856201
	Iteration 13Q: 3 clusters Score -39497.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -39499.328125 Penalty: 637.856201
	Iteration 14Q: 3 clusters Score -39499.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -39500.148438 Penalty: 637.856201
	Iteration 15Q: 3 clusters Score -39500.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -39501.292969 Penalty: 637.856201
	Iteration 16Q: 3 clusters Score -39501.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39501.574219 Penalty: 637.856201
	Iteration 17Q: 3 clusters Score -39501.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -39501.832031 Penalty: 637.856201
	Iteration 18Q: 3 clusters Score -39501.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -39502.386719 Penalty: 637.856201
	Iteration 19Q: 3 clusters Score -39502.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -39504.597656 Penalty: 637.856201
	Iteration 20F: 3 clusters Score -39504.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -39507.128906 Penalty: 637.856201
	Iteration 21Q: 3 clusters Score -39507.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -39508.859375 Penalty: 637.856201
	Iteration 22Q: 3 clusters Score -39508.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -39511.378906 Penalty: 637.856201
	Iteration 23Q: 3 clusters Score -39511.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -39515.113281 Penalty: 637.856201
	Iteration 24Q: 3 clusters Score -39515.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -39519.636719 Penalty: 637.856201
	Iteration 25Q: 3 clusters Score -39519.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -39525.230469 Penalty: 637.856201
	Iteration 26Q: 3 clusters Score -39525.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39529.027344 Penalty: 637.856201
	Iteration 27Q: 3 clusters Score -39529.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -39531.484375 Penalty: 637.856201
	Iteration 28Q: 3 clusters Score -39531.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -39533.601562 Penalty: 637.856201
	Iteration 29Q: 3 clusters Score -39533.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -39534.273438 Penalty: 637.856201
	Iteration 30Q: 3 clusters Score -39534.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -39534.585938 Penalty: 637.856201
	Iteration 31Q: 3 clusters Score -39534.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -39534.785156 Penalty: 637.856201
	Iteration 32Q: 3 clusters Score -39534.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -39534.785156 Penalty: 637.856201
	Iteration 33F: 3 clusters Score -39534.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Entering Unmasked Estep 
Score: -161735.718750 Penalty: 378.213318
	Iteration 0F: 2 clusters Score -161735.7 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 2024 members 
Entering Unmasked Estep 
Score: -158969.593750 Penalty: 756.426636
	Iteration 0F: 3 clusters Score -158969.6 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -159974.796875 Penalty: 756.426636
	Iteration 1F: 3 clusters Score -159974.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -160127.796875 Penalty: 756.426636
	Iteration 2F: 3 clusters Score -160127.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -160294.546875 Penalty: 756.426636
	Iteration 3F: 3 clusters Score -160294.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -160465.812500 Penalty: 756.426636
	Iteration 4F: 3 clusters Score -160465.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -160616.687500 Penalty: 756.426636
	Iteration 5F: 3 clusters Score -160616.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -160746.562500 Penalty: 756.426636
	Iteration 6F: 3 clusters Score -160746.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -160877.265625 Penalty: 756.426636
	Iteration 7Q: 3 clusters Score -160877.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -161011.000000 Penalty: 756.426636
	Iteration 8Q: 3 clusters Score -161011 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -161120.593750 Penalty: 756.426636
	Iteration 9Q: 3 clusters Score -161120.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -161205.734375 Penalty: 756.426636
	Iteration 10Q: 3 clusters Score -161205.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -161274.000000 Penalty: 756.426636
	Iteration 11Q: 3 clusters Score -161274 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -161313.765625 Penalty: 756.426636
	Iteration 12Q: 3 clusters Score -161313.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -161344.296875 Penalty: 756.426636
	Iteration 13Q: 3 clusters Score -161344.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -161367.375000 Penalty: 756.426636
	Iteration 14Q: 3 clusters Score -161367.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -161385.250000 Penalty: 756.426636
	Iteration 15Q: 3 clusters Score -161385.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -161396.953125 Penalty: 756.426636
	Iteration 16Q: 3 clusters Score -161397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -161409.703125 Penalty: 756.426636
	Iteration 17Q: 3 clusters Score -161409.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -161420.515625 Penalty: 756.426636
	Iteration 18Q: 3 clusters Score -161420.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -161425.000000 Penalty: 756.426636
	Iteration 19Q: 3 clusters Score -161425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -161425.921875 Penalty: 756.426636
	Iteration 20F: 3 clusters Score -161425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -161426.687500 Penalty: 756.426636
	Iteration 21Q: 3 clusters Score -161426.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -161427.546875 Penalty: 756.426636
	Iteration 22Q: 3 clusters Score -161427.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -161429.828125 Penalty: 756.426636
	Iteration 23Q: 3 clusters Score -161429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -161431.781250 Penalty: 756.426636
	Iteration 24Q: 3 clusters Score -161431.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -161433.312500 Penalty: 756.426636
	Iteration 25Q: 3 clusters Score -161433.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -161433.312500 Penalty: 756.426636
	Iteration 26F: 3 clusters Score -161433.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (57598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Entering Unmasked Estep 
Score: -2325022.000000 Penalty: 498.736542
	Iteration 0F: 2 clusters Score -2325022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -2286343.000000 Penalty: 997.473083
	Iteration 0F: 3 clusters Score -2286343 nChanged 28005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -2304161.750000 Penalty: 997.473083
	Iteration 1F: 3 clusters Score -2304162 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -2305749.750000 Penalty: 997.473083
	Iteration 2F: 3 clusters Score -2305750 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -2307866.750000 Penalty: 997.473083
	Iteration 3F: 3 clusters Score -2307867 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -2310533.750000 Penalty: 997.473083
	Iteration 4F: 3 clusters Score -2310534 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -2313024.750000 Penalty: 997.473083
	Iteration 5F: 3 clusters Score -2313025 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -2314765.250000 Penalty: 997.473083
	Iteration 6F: 3 clusters Score -2314765 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -2315596.750000 Penalty: 997.473083
	Iteration 7Q: 3 clusters Score -2315597 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -2315998.250000 Penalty: 997.473083
	Iteration 8Q: 3 clusters Score -2315998 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -2316240.750000 Penalty: 997.473083
	Iteration 9Q: 3 clusters Score -2316241 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -2316483.750000 Penalty: 997.473083
	Iteration 10Q: 3 clusters Score -2316484 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -2316753.750000 Penalty: 997.473083
	Iteration 11Q: 3 clusters Score -2316754 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -2317022.500000 Penalty: 997.473083
	Iteration 12Q: 3 clusters Score -2317022 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -2317282.750000 Penalty: 997.473083
	Iteration 13Q: 3 clusters Score -2317283 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -2317559.250000 Penalty: 997.473083
	Iteration 14Q: 3 clusters Score -2317559 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -2317865.750000 Penalty: 997.473083
	Iteration 15Q: 3 clusters Score -2317866 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2318257 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2318690 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2319163 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2319675 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -2320139.250000 Penalty: 997.473083
	Iteration 20F: 3 clusters Score -2320139 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -2320561.500000 Penalty: 997.473083
	Iteration 21Q: 3 clusters Score -2320562 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -2320964.250000 Penalty: 997.473083
	Iteration 22Q: 3 clusters Score -2320964 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -2321330.500000 Penalty: 997.473083
	Iteration 23Q: 3 clusters Score -2321330 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -2321697.250000 Penalty: 997.473083
	Iteration 24Q: 3 clusters Score -2321697 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -2322003.500000 Penalty: 997.473083
	Iteration 25Q: 3 clusters Score -2322004 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -2322210.500000 Penalty: 997.473083
	Iteration 26Q: 3 clusters Score -2322210 nChanged 493
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2322344 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2322418 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -2322461.750000 Penalty: 997.473083
	Iteration 29Q: 3 clusters Score -2322462 nChanged 218
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -2322482.250000 Penalty: 997.473083
	Iteration 30Q: 3 clusters Score -2322482 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2322494 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -2322511.000000 Penalty: 997.473083
	Iteration 32Q: 3 clusters Score -2322511 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2322524 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -2322549.750000 Penalty: 997.473083
	Iteration 34Q: 3 clusters Score -2322550 nChanged 139
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Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -2322560.250000 Penalty: 997.473083
	Iteration 35Q: 3 clusters Score -2322560 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -2322581.750000 Penalty: 997.473083
	Iteration 36Q: 3 clusters Score -2322582 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -2322591.750000 Penalty: 997.473083
	Iteration 37Q: 3 clusters Score -2322592 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -2322599.250000 Penalty: 997.473083
	Iteration 38Q: 3 clusters Score -2322599 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -2322616.500000 Penalty: 997.473083
	Iteration 39Q: 3 clusters Score -2322616 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -2322646.250000 Penalty: 997.473083
	Iteration 40F: 3 clusters Score -2322646 nChanged 179
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2322668 nChanged 150
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -2322679.250000 Penalty: 997.473083
	Iteration 42Q: 3 clusters Score -2322679 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -2322705.250000 Penalty: 997.473083
	Iteration 43Q: 3 clusters Score -2322705 nChanged 154
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -2322723.500000 Penalty: 997.473083
	Iteration 44Q: 3 clusters Score -2322724 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -2322735.500000 Penalty: 997.473083
	Iteration 45Q: 3 clusters Score -2322736 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -2322746.750000 Penalty: 997.473083
	Iteration 46Q: 3 clusters Score -2322747 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -2322753.250000 Penalty: 997.473083
	Iteration 47Q: 3 clusters Score -2322753 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2322765 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2322765 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2322780 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2322794 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -2322802.500000 Penalty: 997.473083
	Iteration 52Q: 3 clusters Score -2322802 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2322801 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -2322813.250000 Penalty: 997.473083
	Iteration 54Q: 3 clusters Score -2322813 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -2322829.500000 Penalty: 997.473083
	Iteration 55Q: 3 clusters Score -2322830 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -2322840.500000 Penalty: 997.473083
	Iteration 56Q: 3 clusters Score -2322840 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -2322862.250000 Penalty: 997.473083
	Iteration 57Q: 3 clusters Score -2322862 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2322879 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -2322896.500000 Penalty: 997.473083
	Iteration 59Q: 3 clusters Score -2322896 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -2322909.000000 Penalty: 997.473083
	Iteration 60F: 3 clusters Score -2322909 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -2322941.750000 Penalty: 997.473083
	Iteration 61Q: 3 clusters Score -2322942 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -2322974.250000 Penalty: 997.473083
	Iteration 62Q: 3 clusters Score -2322974 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -2322995.750000 Penalty: 997.473083
	Iteration 63Q: 3 clusters Score -2322996 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -2323031.500000 Penalty: 997.473083
	Iteration 64Q: 3 clusters Score -2323032 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 51016 members 
Entering Unmasked Estep 
Score: -2323081.500000 Penalty: 997.473083
	Iteration 65Q: 3 clusters Score -2323082 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -2323114.750000 Penalty: 997.473083
	Iteration 66Q: 3 clusters Score -2323115 nChanged 190
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2323140 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2323168 nChanged 228
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2323212 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2323262 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2323303 nChanged 234
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2323360 nChanged 257
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2323420 nChanged 250
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Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2323469 nChanged 249
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2323547 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2323606 nChanged 256
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 53827 members 
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	Iteration 77Q: 3 clusters Score -2323672 nChanged 241
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -2323714.750000 Penalty: 997.473083
	Iteration 78Q: 3 clusters Score -2323715 nChanged 245
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2323788 nChanged 242
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -2323851.750000 Penalty: 997.473083
	Iteration 80F: 3 clusters Score -2323852 nChanged 234
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 54785 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2323910 nChanged 204
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 54989 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2323946 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 55178 members 
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	Iteration 83Q: 3 clusters Score -2323988 nChanged 200
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Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -2324036.250000 Penalty: 997.473083
	Iteration 84Q: 3 clusters Score -2324036 nChanged 183
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 55561 members 
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	Iteration 85Q: 3 clusters Score -2324094 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2324140 nChanged 165
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2324198 nChanged 145
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Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -2324239.250000 Penalty: 997.473083
	Iteration 88Q: 3 clusters Score -2324239 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2324274 nChanged 120
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2324311 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2324336 nChanged 100
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Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2324372 nChanged 95
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Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2324404 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 56681 members 
Entering Unmasked Estep 
Score: -2324428.250000 Penalty: 997.473083
	Iteration 94Q: 3 clusters Score -2324428 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -2324453.750000 Penalty: 997.473083
	Iteration 95Q: 3 clusters Score -2324454 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2324484 nChanged 80
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Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2324519 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2324554 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 57003 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2324572 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -2324584.500000 Penalty: 997.473083
	Iteration 100F: 3 clusters Score -2324584 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 57053 members 
Entering Unmasked Estep 
Score: -2324595.750000 Penalty: 997.473083
	Iteration 101Q: 3 clusters Score -2324596 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 57074 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2324594 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2324599 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -2324606.500000 Penalty: 997.473083
	Iteration 104Q: 3 clusters Score -2324606 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 57115 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2324610 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 57128 members 
Entering Unmasked Estep 
Score: -2324615.500000 Penalty: 997.473083
	Iteration 106Q: 3 clusters Score -2324616 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -2324620.000000 Penalty: 997.473083
	Iteration 107Q: 3 clusters Score -2324620 nChanged 12
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Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -2324620.750000 Penalty: 997.473083
	Iteration 108Q: 3 clusters Score -2324621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -2324620.000000 Penalty: 997.473083
	Iteration 109Q: 3 clusters Score -2324620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 57153 members 
Entering Unmasked Estep 
Score: -2324623.000000 Penalty: 997.473083
	Iteration 110Q: 3 clusters Score -2324623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 57158 members 
Entering Unmasked Estep 
Score: -2324621.250000 Penalty: 997.473083
	Iteration 111Q: 3 clusters Score -2324621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -2324624.250000 Penalty: 997.473083
	Iteration 112Q: 3 clusters Score -2324624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 57169 members 
Entering Unmasked Estep 
Score: -2324623.750000 Penalty: 997.473083
	Iteration 113Q: 3 clusters Score -2324624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -2324624.500000 Penalty: 997.473083
	Iteration 114Q: 3 clusters Score -2324624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 57173 members 
Entering Unmasked Estep 
Score: -2324626.250000 Penalty: 997.473083
	Iteration 115Q: 3 clusters Score -2324626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -2324627.250000 Penalty: 997.473083
	Iteration 116Q: 3 clusters Score -2324627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -2324628.750000 Penalty: 997.473083
	Iteration 117Q: 3 clusters Score -2324629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
Score: -2324627.000000 Penalty: 997.473083
	Iteration 118Q: 3 clusters Score -2324627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -2324627.000000 Penalty: 997.473083
	Iteration 119Q: 3 clusters Score -2324627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -2324628.500000 Penalty: 997.473083
	Iteration 120F: 3 clusters Score -2324628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -2324631.250000 Penalty: 997.473083
	Iteration 121Q: 3 clusters Score -2324631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -2324631.000000 Penalty: 997.473083
	Iteration 122Q: 3 clusters Score -2324631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -2324630.250000 Penalty: 997.473083
	Iteration 123Q: 3 clusters Score -2324630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -2324631.000000 Penalty: 997.473083
	Iteration 124Q: 3 clusters Score -2324631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -2324631.250000 Penalty: 997.473083
	Iteration 125Q: 3 clusters Score -2324631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -2324631.250000 Penalty: 997.473083
	Iteration 126F: 3 clusters Score -2324631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (217108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217108 members 
Entering Unmasked Estep 
Score: -8947270.000000 Penalty: 559.110840
	Iteration 0F: 2 clusters Score -8947270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108424 members 
Mstep: Class 2 contains 108684 members 
Entering Unmasked Estep 
Score: -8799549.000000 Penalty: 1118.221680
	Iteration 0F: 3 clusters Score -8799549 nChanged 107139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110397 members 
Mstep: Class 2 contains 106711 members 
Entering Unmasked Estep 
Score: -8863752.000000 Penalty: 1118.221680
	Iteration 1F: 3 clusters Score -8863752 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110931 members 
Mstep: Class 2 contains 106177 members 
Entering Unmasked Estep 
Score: -8865927.000000 Penalty: 1118.221680
	Iteration 2Q: 3 clusters Score -8865927 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111235 members 
Mstep: Class 2 contains 105873 members 
Entering Unmasked Estep 
Score: -8868908.000000 Penalty: 1118.221680
	Iteration 3Q: 3 clusters Score -8868908 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111026 members 
Mstep: Class 2 contains 106082 members 
Entering Unmasked Estep 
Score: -8872606.000000 Penalty: 1118.221680
	Iteration 4Q: 3 clusters Score -8872606 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109873 members 
Mstep: Class 2 contains 107235 members 
Entering Unmasked Estep 
Score: -8877881.000000 Penalty: 1118.221680
	Iteration 5Q: 3 clusters Score -8877881 nChanged 12071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107672 members 
Mstep: Class 2 contains 109436 members 
Entering Unmasked Estep 
Score: -8885873.000000 Penalty: 1118.221680
	Iteration 6F: 3 clusters Score -8885873 nChanged 13853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105055 members 
Mstep: Class 2 contains 112053 members 
Entering Unmasked Estep 
Score: -8896434.000000 Penalty: 1118.221680
	Iteration 7F: 3 clusters Score -8896434 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102684 members 
Mstep: Class 2 contains 114424 members 
Entering Unmasked Estep 
Score: -8904774.000000 Penalty: 1118.221680
	Iteration 8F: 3 clusters Score -8904774 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101222 members 
Mstep: Class 2 contains 115886 members 
Entering Unmasked Estep 
Score: -8908326.000000 Penalty: 1118.221680
	Iteration 9Q: 3 clusters Score -8908326 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100195 members 
Mstep: Class 2 contains 116913 members 
Entering Unmasked Estep 
Score: -8909581.000000 Penalty: 1118.221680
	Iteration 10Q: 3 clusters Score -8909581 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99128 members 
Mstep: Class 2 contains 117980 members 
Entering Unmasked Estep 
Score: -8910329.000000 Penalty: 1118.221680
	Iteration 11Q: 3 clusters Score -8910329 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97858 members 
Mstep: Class 2 contains 119250 members 
Entering Unmasked Estep 
Score: -8910999.000000 Penalty: 1118.221680
	Iteration 12Q: 3 clusters Score -8910999 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 120706 members 
Entering Unmasked Estep 
Score: -8911821.000000 Penalty: 1118.221680
	Iteration 13Q: 3 clusters Score -8911821 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94781 members 
Mstep: Class 2 contains 122327 members 
Entering Unmasked Estep 
Score: -8912861.000000 Penalty: 1118.221680
	Iteration 14Q: 3 clusters Score -8912861 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92916 members 
Mstep: Class 2 contains 124192 members 
Entering Unmasked Estep 
Score: -8914011.000000 Penalty: 1118.221680
	Iteration 15Q: 3 clusters Score -8914011 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90907 members 
Mstep: Class 2 contains 126201 members 
Entering Unmasked Estep 
Score: -8915274.000000 Penalty: 1118.221680
	Iteration 16Q: 3 clusters Score -8915274 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88715 members 
Mstep: Class 2 contains 128393 members 
Entering Unmasked Estep 
Score: -8916592.000000 Penalty: 1118.221680
	Iteration 17Q: 3 clusters Score -8916592 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 130800 members 
Entering Unmasked Estep 
Score: -8918291.000000 Penalty: 1118.221680
	Iteration 18Q: 3 clusters Score -8918291 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83759 members 
Mstep: Class 2 contains 133349 members 
Entering Unmasked Estep 
Score: -8920147.000000 Penalty: 1118.221680
	Iteration 19Q: 3 clusters Score -8920147 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81116 members 
Mstep: Class 2 contains 135992 members 
Entering Unmasked Estep 
Score: -8921958.000000 Penalty: 1118.221680
	Iteration 20F: 3 clusters Score -8921958 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78407 members 
Mstep: Class 2 contains 138701 members 
Entering Unmasked Estep 
Score: -8923912.000000 Penalty: 1118.221680
	Iteration 21Q: 3 clusters Score -8923912 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75712 members 
Mstep: Class 2 contains 141396 members 
Entering Unmasked Estep 
Score: -8925771.000000 Penalty: 1118.221680
	Iteration 22Q: 3 clusters Score -8925771 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73147 members 
Mstep: Class 2 contains 143961 members 
Entering Unmasked Estep 
Score: -8927504.000000 Penalty: 1118.221680
	Iteration 23Q: 3 clusters Score -8927504 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70815 members 
Mstep: Class 2 contains 146293 members 
Entering Unmasked Estep 
Score: -8928872.000000 Penalty: 1118.221680
	Iteration 24Q: 3 clusters Score -8928872 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 148381 members 
Entering Unmasked Estep 
Score: -8929921.000000 Penalty: 1118.221680
	Iteration 25Q: 3 clusters Score -8929921 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66894 members 
Mstep: Class 2 contains 150214 members 
Entering Unmasked Estep 
Score: -8930646.000000 Penalty: 1118.221680
	Iteration 26Q: 3 clusters Score -8930646 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 151921 members 
Entering Unmasked Estep 
Score: -8931188.000000 Penalty: 1118.221680
	Iteration 27Q: 3 clusters Score -8931188 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 153433 members 
Entering Unmasked Estep 
Score: -8931568.000000 Penalty: 1118.221680
	Iteration 28Q: 3 clusters Score -8931568 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62333 members 
Mstep: Class 2 contains 154775 members 
Entering Unmasked Estep 
Score: -8931779.000000 Penalty: 1118.221680
	Iteration 29Q: 3 clusters Score -8931779 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 155989 members 
Entering Unmasked Estep 
Score: -8931962.000000 Penalty: 1118.221680
	Iteration 30Q: 3 clusters Score -8931962 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59966 members 
Mstep: Class 2 contains 157142 members 
Entering Unmasked Estep 
Score: -8932137.000000 Penalty: 1118.221680
	Iteration 31Q: 3 clusters Score -8932137 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58883 members 
Mstep: Class 2 contains 158225 members 
Entering Unmasked Estep 
Score: -8932272.000000 Penalty: 1118.221680
	Iteration 32Q: 3 clusters Score -8932272 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 159204 members 
Entering Unmasked Estep 
Score: -8932425.000000 Penalty: 1118.221680
	Iteration 33Q: 3 clusters Score -8932425 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 160175 members 
Entering Unmasked Estep 
Score: -8932526.000000 Penalty: 1118.221680
	Iteration 34Q: 3 clusters Score -8932526 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 161104 members 
Entering Unmasked Estep 
Score: -8932610.000000 Penalty: 1118.221680
	Iteration 35Q: 3 clusters Score -8932610 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 161965 members 
Entering Unmasked Estep 
Score: -8932654.000000 Penalty: 1118.221680
	Iteration 36Q: 3 clusters Score -8932654 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 162753 members 
Entering Unmasked Estep 
Score: -8932748.000000 Penalty: 1118.221680
	Iteration 37Q: 3 clusters Score -8932748 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 163580 members 
Entering Unmasked Estep 
Score: -8932812.000000 Penalty: 1118.221680
	Iteration 38Q: 3 clusters Score -8932812 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 164339 members 
Entering Unmasked Estep 
Score: -8932856.000000 Penalty: 1118.221680
	Iteration 39Q: 3 clusters Score -8932856 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 165089 members 
Entering Unmasked Estep 
Score: -8932886.000000 Penalty: 1118.221680
	Iteration 40F: 3 clusters Score -8932886 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 165793 members 
Entering Unmasked Estep 
Score: -8932934.000000 Penalty: 1118.221680
	Iteration 41Q: 3 clusters Score -8932934 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 166442 members 
Entering Unmasked Estep 
Score: -8933040.000000 Penalty: 1118.221680
	Iteration 42Q: 3 clusters Score -8933040 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 167062 members 
Entering Unmasked Estep 
Score: -8933057.000000 Penalty: 1118.221680
	Iteration 43Q: 3 clusters Score -8933057 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 167629 members 
Entering Unmasked Estep 
Score: -8933083.000000 Penalty: 1118.221680
	Iteration 44Q: 3 clusters Score -8933083 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 168180 members 
Entering Unmasked Estep 
Score: -8933100.000000 Penalty: 1118.221680
	Iteration 45Q: 3 clusters Score -8933100 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 168742 members 
Entering Unmasked Estep 
Score: -8933133.000000 Penalty: 1118.221680
	Iteration 46Q: 3 clusters Score -8933133 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 169288 members 
Entering Unmasked Estep 
Score: -8933201.000000 Penalty: 1118.221680
	Iteration 47Q: 3 clusters Score -8933201 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 169810 members 
Entering Unmasked Estep 
Score: -8933251.000000 Penalty: 1118.221680
	Iteration 48Q: 3 clusters Score -8933251 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 170332 members 
Entering Unmasked Estep 
Score: -8933288.000000 Penalty: 1118.221680
	Iteration 49Q: 3 clusters Score -8933288 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 170858 members 
Entering Unmasked Estep 
Score: -8933331.000000 Penalty: 1118.221680
	Iteration 50Q: 3 clusters Score -8933331 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 171394 members 
Entering Unmasked Estep 
Score: -8933408.000000 Penalty: 1118.221680
	Iteration 51Q: 3 clusters Score -8933408 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 171907 members 
Entering Unmasked Estep 
Score: -8933473.000000 Penalty: 1118.221680
	Iteration 52Q: 3 clusters Score -8933473 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 172438 members 
Entering Unmasked Estep 
Score: -8933480.000000 Penalty: 1118.221680
	Iteration 53Q: 3 clusters Score -8933480 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 172968 members 
Entering Unmasked Estep 
Score: -8933532.000000 Penalty: 1118.221680
	Iteration 54Q: 3 clusters Score -8933532 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 173452 members 
Entering Unmasked Estep 
Score: -8933574.000000 Penalty: 1118.221680
	Iteration 55Q: 3 clusters Score -8933574 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 173944 members 
Entering Unmasked Estep 
Score: -8933581.000000 Penalty: 1118.221680
	Iteration 56Q: 3 clusters Score -8933581 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 174440 members 
Entering Unmasked Estep 
Score: -8933611.000000 Penalty: 1118.221680
	Iteration 57Q: 3 clusters Score -8933611 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 174938 members 
Entering Unmasked Estep 
Score: -8933658.000000 Penalty: 1118.221680
	Iteration 58Q: 3 clusters Score -8933658 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 175447 members 
Entering Unmasked Estep 
Score: -8933691.000000 Penalty: 1118.221680
	Iteration 59Q: 3 clusters Score -8933691 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 175991 members 
Entering Unmasked Estep 
Score: -8933700.000000 Penalty: 1118.221680
	Iteration 60F: 3 clusters Score -8933700 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 176585 members 
Entering Unmasked Estep 
Score: -8933780.000000 Penalty: 1118.221680
	Iteration 61Q: 3 clusters Score -8933780 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 177206 members 
Entering Unmasked Estep 
Score: -8933794.000000 Penalty: 1118.221680
	Iteration 62Q: 3 clusters Score -8933794 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 177879 members 
Entering Unmasked Estep 
Score: -8933825.000000 Penalty: 1118.221680
	Iteration 63Q: 3 clusters Score -8933825 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 178578 members 
Entering Unmasked Estep 
Score: -8933888.000000 Penalty: 1118.221680
	Iteration 64Q: 3 clusters Score -8933888 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 179336 members 
Entering Unmasked Estep 
Score: -8933966.000000 Penalty: 1118.221680
	Iteration 65Q: 3 clusters Score -8933966 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 180074 members 
Entering Unmasked Estep 
Score: -8933985.000000 Penalty: 1118.221680
	Iteration 66Q: 3 clusters Score -8933985 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 180877 members 
Entering Unmasked Estep 
Score: -8934101.000000 Penalty: 1118.221680
	Iteration 67Q: 3 clusters Score -8934101 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 181735 members 
Entering Unmasked Estep 
Score: -8934196.000000 Penalty: 1118.221680
	Iteration 68Q: 3 clusters Score -8934196 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 182663 members 
Entering Unmasked Estep 
Score: -8934311.000000 Penalty: 1118.221680
	Iteration 69Q: 3 clusters Score -8934311 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 183648 members 
Entering Unmasked Estep 
Score: -8934436.000000 Penalty: 1118.221680
	Iteration 70Q: 3 clusters Score -8934436 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 184756 members 
Entering Unmasked Estep 
Score: -8934593.000000 Penalty: 1118.221680
	Iteration 71Q: 3 clusters Score -8934593 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 185930 members 
Entering Unmasked Estep 
Score: -8934795.000000 Penalty: 1118.221680
	Iteration 72Q: 3 clusters Score -8934795 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 187215 members 
Entering Unmasked Estep 
Score: -8935044.000000 Penalty: 1118.221680
	Iteration 73Q: 3 clusters Score -8935044 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 188618 members 
Entering Unmasked Estep 
Score: -8935332.000000 Penalty: 1118.221680
	Iteration 74Q: 3 clusters Score -8935332 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 190110 members 
Entering Unmasked Estep 
Score: -8935638.000000 Penalty: 1118.221680
	Iteration 75Q: 3 clusters Score -8935638 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 191736 members 
Entering Unmasked Estep 
Score: -8936138.000000 Penalty: 1118.221680
	Iteration 76Q: 3 clusters Score -8936138 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 193547 members 
Entering Unmasked Estep 
Score: -8936747.000000 Penalty: 1118.221680
	Iteration 77Q: 3 clusters Score -8936747 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 195413 members 
Entering Unmasked Estep 
Score: -8937382.000000 Penalty: 1118.221680
	Iteration 78Q: 3 clusters Score -8937382 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 197429 members 
Entering Unmasked Estep 
Score: -8938138.000000 Penalty: 1118.221680
	Iteration 79Q: 3 clusters Score -8938138 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 199533 members 
Entering Unmasked Estep 
Score: -8938973.000000 Penalty: 1118.221680
	Iteration 80F: 3 clusters Score -8938973 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 201611 members 
Entering Unmasked Estep 
Score: -8939833.000000 Penalty: 1118.221680
	Iteration 81Q: 3 clusters Score -8939833 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 203668 members 
Entering Unmasked Estep 
Score: -8940779.000000 Penalty: 1118.221680
	Iteration 82Q: 3 clusters Score -8940779 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 205720 members 
Entering Unmasked Estep 
Score: -8941759.000000 Penalty: 1118.221680
	Iteration 83Q: 3 clusters Score -8941759 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 207643 members 
Entering Unmasked Estep 
Score: -8942711.000000 Penalty: 1118.221680
	Iteration 84Q: 3 clusters Score -8942711 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 209317 members 
Entering Unmasked Estep 
Score: -8943567.000000 Penalty: 1118.221680
	Iteration 85Q: 3 clusters Score -8943567 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 210888 members 
Entering Unmasked Estep 
Score: -8944344.000000 Penalty: 1118.221680
	Iteration 86Q: 3 clusters Score -8944344 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 212174 members 
Entering Unmasked Estep 
Score: -8944965.000000 Penalty: 1118.221680
	Iteration 87Q: 3 clusters Score -8944965 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 213258 members 
Entering Unmasked Estep 
Score: -8945489.000000 Penalty: 1118.221680
	Iteration 88Q: 3 clusters Score -8945489 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 214103 members 
Entering Unmasked Estep 
Score: -8945873.000000 Penalty: 1118.221680
	Iteration 89Q: 3 clusters Score -8945873 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 214739 members 
Entering Unmasked Estep 
Score: -8946145.000000 Penalty: 1118.221680
	Iteration 90Q: 3 clusters Score -8946145 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 215227 members 
Entering Unmasked Estep 
Score: -8946329.000000 Penalty: 1118.221680
	Iteration 91Q: 3 clusters Score -8946329 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 215560 members 
Entering Unmasked Estep 
Score: -8946417.000000 Penalty: 1118.221680
	Iteration 92Q: 3 clusters Score -8946417 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 215808 members 
Entering Unmasked Estep 
Score: -8946527.000000 Penalty: 1118.221680
	Iteration 93Q: 3 clusters Score -8946527 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 216008 members 
Entering Unmasked Estep 
Score: -8946599.000000 Penalty: 1118.221680
	Iteration 94Q: 3 clusters Score -8946599 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 216156 members 
Entering Unmasked Estep 
Score: -8946643.000000 Penalty: 1118.221680
	Iteration 95Q: 3 clusters Score -8946643 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 216269 members 
Entering Unmasked Estep 
Score: -8946674.000000 Penalty: 1118.221680
	Iteration 96Q: 3 clusters Score -8946674 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 216361 members 
Entering Unmasked Estep 
Score: -8946710.000000 Penalty: 1118.221680
	Iteration 97Q: 3 clusters Score -8946710 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 216431 members 
Entering Unmasked Estep 
Score: -8946746.000000 Penalty: 1118.221680
	Iteration 98Q: 3 clusters Score -8946746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 216498 members 
Entering Unmasked Estep 
Score: -8946767.000000 Penalty: 1118.221680
	Iteration 99Q: 3 clusters Score -8946767 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 216534 members 
Entering Unmasked Estep 
Score: -8946795.000000 Penalty: 1118.221680
	Iteration 100F: 3 clusters Score -8946795 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 216562 members 
Entering Unmasked Estep 
Score: -8946810.000000 Penalty: 1118.221680
	Iteration 101Q: 3 clusters Score -8946810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 216588 members 
Entering Unmasked Estep 
Score: -8946814.000000 Penalty: 1118.221680
	Iteration 102Q: 3 clusters Score -8946814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 216612 members 
Entering Unmasked Estep 
Score: -8946838.000000 Penalty: 1118.221680
	Iteration 103Q: 3 clusters Score -8946838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 216630 members 
Entering Unmasked Estep 
Score: -8946849.000000 Penalty: 1118.221680
	Iteration 104Q: 3 clusters Score -8946849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 216644 members 
Entering Unmasked Estep 
Score: -8946857.000000 Penalty: 1118.221680
	Iteration 105Q: 3 clusters Score -8946857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 216652 members 
Entering Unmasked Estep 
Score: -8946853.000000 Penalty: 1118.221680
	Iteration 106Q: 3 clusters Score -8946853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 216663 members 
Entering Unmasked Estep 
Score: -8946848.000000 Penalty: 1118.221680
	Iteration 107Q: 3 clusters Score -8946848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 216669 members 
Entering Unmasked Estep 
Score: -8946854.000000 Penalty: 1118.221680
	Iteration 108Q: 3 clusters Score -8946854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 216678 members 
Entering Unmasked Estep 
Score: -8946856.000000 Penalty: 1118.221680
	Iteration 109Q: 3 clusters Score -8946856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 216684 members 
Entering Unmasked Estep 
Score: -8946856.000000 Penalty: 1118.221680
	Iteration 110Q: 3 clusters Score -8946856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 216690 members 
Entering Unmasked Estep 
Score: -8946858.000000 Penalty: 1118.221680
	Iteration 111Q: 3 clusters Score -8946858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 216695 members 
Entering Unmasked Estep 
Score: -8946857.000000 Penalty: 1118.221680
	Iteration 112Q: 3 clusters Score -8946857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 216700 members 
Entering Unmasked Estep 
Score: -8946863.000000 Penalty: 1118.221680
	Iteration 113Q: 3 clusters Score -8946863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 216704 members 
Entering Unmasked Estep 
Score: -8946864.000000 Penalty: 1118.221680
	Iteration 114Q: 3 clusters Score -8946864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 216710 members 
Entering Unmasked Estep 
Score: -8946863.000000 Penalty: 1118.221680
	Iteration 115Q: 3 clusters Score -8946863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 216714 members 
Entering Unmasked Estep 
Score: -8946869.000000 Penalty: 1118.221680
	Iteration 116Q: 3 clusters Score -8946869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 216717 members 
Entering Unmasked Estep 
Score: -8946873.000000 Penalty: 1118.221680
	Iteration 117Q: 3 clusters Score -8946873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 216718 members 
Entering Unmasked Estep 
Score: -8946870.000000 Penalty: 1118.221680
	Iteration 118Q: 3 clusters Score -8946870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 216718 members 
Entering Unmasked Estep 
Score: -8946870.000000 Penalty: 1118.221680
	Iteration 119F: 3 clusters Score -8946870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Entering Unmasked Estep 
Score: -324543.750000 Penalty: 409.375824
	Iteration 0F: 2 clusters Score -324543.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -319162.937500 Penalty: 818.751648
	Iteration 0F: 3 clusters Score -319162.9 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -321355.562500 Penalty: 818.751648
	Iteration 1F: 3 clusters Score -321355.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -321537.062500 Penalty: 818.751648
	Iteration 2Q: 3 clusters Score -321537.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -321729.375000 Penalty: 818.751648
	Iteration 3Q: 3 clusters Score -321729.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -321960.437500 Penalty: 818.751648
	Iteration 4Q: 3 clusters Score -321960.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -322200.906250 Penalty: 818.751648
	Iteration 5F: 3 clusters Score -322200.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -322407.093750 Penalty: 818.751648
	Iteration 6Q: 3 clusters Score -322407.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -322623.781250 Penalty: 818.751648
	Iteration 7Q: 3 clusters Score -322623.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -322827.843750 Penalty: 818.751648
	Iteration 8Q: 3 clusters Score -322827.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -323013.312500 Penalty: 818.751648
	Iteration 9Q: 3 clusters Score -323013.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -323144.656250 Penalty: 818.751648
	Iteration 10Q: 3 clusters Score -323144.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -323255.656250 Penalty: 818.751648
	Iteration 11Q: 3 clusters Score -323255.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -323374.500000 Penalty: 818.751648
	Iteration 12Q: 3 clusters Score -323374.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -323469.156250 Penalty: 818.751648
	Iteration 13Q: 3 clusters Score -323469.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -323543.187500 Penalty: 818.751648
	Iteration 14Q: 3 clusters Score -323543.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -323638.593750 Penalty: 818.751648
	Iteration 15Q: 3 clusters Score -323638.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -323759.906250 Penalty: 818.751648
	Iteration 16Q: 3 clusters Score -323759.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -323890.156250 Penalty: 818.751648
	Iteration 17Q: 3 clusters Score -323890.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -324016.812500 Penalty: 818.751648
	Iteration 18Q: 3 clusters Score -324016.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -324082.375000 Penalty: 818.751648
	Iteration 19Q: 3 clusters Score -324082.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -324126.187500 Penalty: 818.751648
	Iteration 20F: 3 clusters Score -324126.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -324151.656250 Penalty: 818.751648
	Iteration 21Q: 3 clusters Score -324151.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -324165.562500 Penalty: 818.751648
	Iteration 22Q: 3 clusters Score -324165.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -324180.468750 Penalty: 818.751648
	Iteration 23Q: 3 clusters Score -324180.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -324189.250000 Penalty: 818.751648
	Iteration 24Q: 3 clusters Score -324189.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -324195.312500 Penalty: 818.751648
	Iteration 25Q: 3 clusters Score -324195.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -324204.843750 Penalty: 818.751648
	Iteration 26Q: 3 clusters Score -324204.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -324209.812500 Penalty: 818.751648
	Iteration 27Q: 3 clusters Score -324209.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -324213.250000 Penalty: 818.751648
	Iteration 28Q: 3 clusters Score -324213.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -324216.781250 Penalty: 818.751648
	Iteration 29Q: 3 clusters Score -324216.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -324218.343750 Penalty: 818.751648
	Iteration 30Q: 3 clusters Score -324218.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -324219.812500 Penalty: 818.751648
	Iteration 31Q: 3 clusters Score -324219.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -324221.062500 Penalty: 818.751648
	Iteration 32Q: 3 clusters Score -324221.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -324222.937500 Penalty: 818.751648
	Iteration 33Q: 3 clusters Score -324222.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -324225.625000 Penalty: 818.751648
	Iteration 34Q: 3 clusters Score -324225.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -324227.031250 Penalty: 818.751648
	Iteration 35Q: 3 clusters Score -324227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -324227.125000 Penalty: 818.751648
	Iteration 36Q: 3 clusters Score -324227.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -324229.406250 Penalty: 818.751648
	Iteration 37Q: 3 clusters Score -324229.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -324230.593750 Penalty: 818.751648
	Iteration 38Q: 3 clusters Score -324230.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -324231.687500 Penalty: 818.751648
	Iteration 39Q: 3 clusters Score -324231.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -324231.843750 Penalty: 818.751648
	Iteration 40F: 3 clusters Score -324231.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -324232.906250 Penalty: 818.751648
	Iteration 41Q: 3 clusters Score -324232.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -324234.437500 Penalty: 818.751648
	Iteration 42Q: 3 clusters Score -324234.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -324234.250000 Penalty: 818.751648
	Iteration 43Q: 3 clusters Score -324234.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -324235.656250 Penalty: 818.751648
	Iteration 44Q: 3 clusters Score -324235.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -324236.093750 Penalty: 818.751648
	Iteration 45Q: 3 clusters Score -324236.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -324237.500000 Penalty: 818.751648
	Iteration 46Q: 3 clusters Score -324237.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -324241.187500 Penalty: 818.751648
	Iteration 47Q: 3 clusters Score -324241.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -324243.281250 Penalty: 818.751648
	Iteration 48Q: 3 clusters Score -324243.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -324245.218750 Penalty: 818.751648
	Iteration 49Q: 3 clusters Score -324245.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -324247.000000 Penalty: 818.751648
	Iteration 50Q: 3 clusters Score -324247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -324248.843750 Penalty: 818.751648
	Iteration 51Q: 3 clusters Score -324248.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -324248.968750 Penalty: 818.751648
	Iteration 52Q: 3 clusters Score -324249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -324249.906250 Penalty: 818.751648
	Iteration 53Q: 3 clusters Score -324249.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -324250.531250 Penalty: 818.751648
	Iteration 54Q: 3 clusters Score -324250.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -324251.000000 Penalty: 818.751648
	Iteration 55Q: 3 clusters Score -324251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -324252.875000 Penalty: 818.751648
	Iteration 56Q: 3 clusters Score -324252.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -324254.093750 Penalty: 818.751648
	Iteration 57Q: 3 clusters Score -324254.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -324254.843750 Penalty: 818.751648
	Iteration 58Q: 3 clusters Score -324254.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -324255.375000 Penalty: 818.751648
	Iteration 59Q: 3 clusters Score -324255.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -324254.500000 Penalty: 818.751648
	Iteration 60F: 3 clusters Score -324254.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -324255.718750 Penalty: 818.751648
	Iteration 61Q: 3 clusters Score -324255.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -324255.718750 Penalty: 818.751648
	Iteration 62F: 3 clusters Score -324255.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -13804.927734 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -13804.93 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 203 members 
Entering Unmasked Estep 
Score: -13392.394531 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -13392.39 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13507.585938 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -13507.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13527.391602 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -13527.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13540.402344 Penalty: 546.578186
	Iteration 3Q: 3 clusters Score -13540.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13546.493164 Penalty: 546.578186
	Iteration 4Q: 3 clusters Score -13546.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13550.710938 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -13550.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13557.809570 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -13557.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13565.961914 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -13565.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13569.435547 Penalty: 546.578186
	Iteration 8Q: 3 clusters Score -13569.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13575.337891 Penalty: 546.578186
	Iteration 9Q: 3 clusters Score -13575.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13580.205078 Penalty: 546.578186
	Iteration 10Q: 3 clusters Score -13580.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13585.395508 Penalty: 546.578186
	Iteration 11Q: 3 clusters Score -13585.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13589.706055 Penalty: 546.578186
	Iteration 12Q: 3 clusters Score -13589.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13590.712891 Penalty: 546.578186
	Iteration 13Q: 3 clusters Score -13590.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13591.947266 Penalty: 546.578186
	Iteration 14Q: 3 clusters Score -13591.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13591.947266 Penalty: 546.578186
	Iteration 15F: 3 clusters Score -13591.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -39539.835938 Penalty: 314.935455
	Iteration 0F: 2 clusters Score -39539.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -38726.539062 Penalty: 629.870911
	Iteration 0F: 3 clusters Score -38726.54 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -38948.097656 Penalty: 629.870911
	Iteration 1F: 3 clusters Score -38948.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -38989.421875 Penalty: 629.870911
	Iteration 2F: 3 clusters Score -38989.42 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -39021.484375 Penalty: 629.870911
	Iteration 3F: 3 clusters Score -39021.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -39040.027344 Penalty: 629.870911
	Iteration 4Q: 3 clusters Score -39040.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -39056.218750 Penalty: 629.870911
	Iteration 5Q: 3 clusters Score -39056.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -39068.792969 Penalty: 629.870911
	Iteration 6Q: 3 clusters Score -39068.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -39076.242188 Penalty: 629.870911
	Iteration 7Q: 3 clusters Score -39076.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39089.414062 Penalty: 629.870911
	Iteration 8Q: 3 clusters Score -39089.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -39108.609375 Penalty: 629.870911
	Iteration 9Q: 3 clusters Score -39108.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -39123.292969 Penalty: 629.870911
	Iteration 10Q: 3 clusters Score -39123.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -39142.074219 Penalty: 629.870911
	Iteration 11Q: 3 clusters Score -39142.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39160.765625 Penalty: 629.870911
	Iteration 12Q: 3 clusters Score -39160.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39176.445312 Penalty: 629.870911
	Iteration 13Q: 3 clusters Score -39176.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39188.914062 Penalty: 629.870911
	Iteration 14Q: 3 clusters Score -39188.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39196.046875 Penalty: 629.870911
	Iteration 15Q: 3 clusters Score -39196.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39202.894531 Penalty: 629.870911
	Iteration 16Q: 3 clusters Score -39202.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39205.804688 Penalty: 629.870911
	Iteration 17Q: 3 clusters Score -39205.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39209.457031 Penalty: 629.870911
	Iteration 18Q: 3 clusters Score -39209.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39211.406250 Penalty: 629.870911
	Iteration 19Q: 3 clusters Score -39211.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39213.746094 Penalty: 629.870911
	Iteration 20F: 3 clusters Score -39213.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39216.863281 Penalty: 629.870911
	Iteration 21Q: 3 clusters Score -39216.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39222.503906 Penalty: 629.870911
	Iteration 22Q: 3 clusters Score -39222.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39232.582031 Penalty: 629.870911
	Iteration 23Q: 3 clusters Score -39232.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39237.082031 Penalty: 629.870911
	Iteration 24Q: 3 clusters Score -39237.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39237.925781 Penalty: 629.870911
	Iteration 25Q: 3 clusters Score -39237.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39239.500000 Penalty: 629.870911
	Iteration 26Q: 3 clusters Score -39239.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39239.937500 Penalty: 629.870911
	Iteration 27Q: 3 clusters Score -39239.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39240.230469 Penalty: 629.870911
	Iteration 28Q: 3 clusters Score -39240.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39240.230469 Penalty: 629.870911
	Iteration 29F: 3 clusters Score -39240.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Entering Unmasked Estep 
Score: -154989.734375 Penalty: 375.899445
	Iteration 0F: 2 clusters Score -154989.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -152369.484375 Penalty: 751.798889
	Iteration 0F: 3 clusters Score -152369.5 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -153320.843750 Penalty: 751.798889
	Iteration 1F: 3 clusters Score -153320.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -153474.640625 Penalty: 751.798889
	Iteration 2F: 3 clusters Score -153474.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -153628.625000 Penalty: 751.798889
	Iteration 3F: 3 clusters Score -153628.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -153773.062500 Penalty: 751.798889
	Iteration 4F: 3 clusters Score -153773.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -153958.359375 Penalty: 751.798889
	Iteration 5F: 3 clusters Score -153958.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -154159.750000 Penalty: 751.798889
	Iteration 6F: 3 clusters Score -154159.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -154344.859375 Penalty: 751.798889
	Iteration 7F: 3 clusters Score -154344.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -154507.375000 Penalty: 751.798889
	Iteration 8Q: 3 clusters Score -154507.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -154596.750000 Penalty: 751.798889
	Iteration 9Q: 3 clusters Score -154596.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -154640.453125 Penalty: 751.798889
	Iteration 10Q: 3 clusters Score -154640.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -154668.781250 Penalty: 751.798889
	Iteration 11Q: 3 clusters Score -154668.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -154682.687500 Penalty: 751.798889
	Iteration 12Q: 3 clusters Score -154682.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -154690.109375 Penalty: 751.798889
	Iteration 13Q: 3 clusters Score -154690.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -154697.765625 Penalty: 751.798889
	Iteration 14Q: 3 clusters Score -154697.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -154703.437500 Penalty: 751.798889
	Iteration 15Q: 3 clusters Score -154703.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -154711.515625 Penalty: 751.798889
	Iteration 16Q: 3 clusters Score -154711.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -154717.125000 Penalty: 751.798889
	Iteration 17Q: 3 clusters Score -154717.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -154721.250000 Penalty: 751.798889
	Iteration 18Q: 3 clusters Score -154721.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -154725.171875 Penalty: 751.798889
	Iteration 19Q: 3 clusters Score -154725.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -154728.062500 Penalty: 751.798889
	Iteration 20F: 3 clusters Score -154728.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -154729.703125 Penalty: 751.798889
	Iteration 21Q: 3 clusters Score -154729.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -154731.937500 Penalty: 751.798889
	Iteration 22Q: 3 clusters Score -154731.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -154733.093750 Penalty: 751.798889
	Iteration 23Q: 3 clusters Score -154733.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -154734.781250 Penalty: 751.798889
	Iteration 24Q: 3 clusters Score -154734.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -154736.296875 Penalty: 751.798889
	Iteration 25Q: 3 clusters Score -154736.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -154737.156250 Penalty: 751.798889
	Iteration 26Q: 3 clusters Score -154737.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -154738.421875 Penalty: 751.798889
	Iteration 27Q: 3 clusters Score -154738.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -154739.937500 Penalty: 751.798889
	Iteration 28Q: 3 clusters Score -154739.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -154740.703125 Penalty: 751.798889
	Iteration 29Q: 3 clusters Score -154740.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -154742.421875 Penalty: 751.798889
	Iteration 30Q: 3 clusters Score -154742.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -154742.609375 Penalty: 751.798889
	Iteration 31Q: 3 clusters Score -154742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -154743.031250 Penalty: 751.798889
	Iteration 32Q: 3 clusters Score -154743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -154743.000000 Penalty: 751.798889
	Iteration 33Q: 3 clusters Score -154743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -154743.218750 Penalty: 751.798889
	Iteration 34Q: 3 clusters Score -154743.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -154743.843750 Penalty: 751.798889
	Iteration 35Q: 3 clusters Score -154743.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -154744.187500 Penalty: 751.798889
	Iteration 36Q: 3 clusters Score -154744.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -154744.500000 Penalty: 751.798889
	Iteration 37Q: 3 clusters Score -154744.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -154745.828125 Penalty: 751.798889
	Iteration 38Q: 3 clusters Score -154745.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -154747.062500 Penalty: 751.798889
	Iteration 39Q: 3 clusters Score -154747.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -154749.109375 Penalty: 751.798889
	Iteration 40F: 3 clusters Score -154749.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -154750.625000 Penalty: 751.798889
	Iteration 41Q: 3 clusters Score -154750.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -154750.937500 Penalty: 751.798889
	Iteration 42Q: 3 clusters Score -154750.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -154752.156250 Penalty: 751.798889
	Iteration 43Q: 3 clusters Score -154752.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -154752.734375 Penalty: 751.798889
	Iteration 44Q: 3 clusters Score -154752.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -154753.578125 Penalty: 751.798889
	Iteration 45Q: 3 clusters Score -154753.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -154753.921875 Penalty: 751.798889
	Iteration 46Q: 3 clusters Score -154753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -154754.156250 Penalty: 751.798889
	Iteration 47Q: 3 clusters Score -154754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -154754.718750 Penalty: 751.798889
	Iteration 48Q: 3 clusters Score -154754.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -154754.984375 Penalty: 751.798889
	Iteration 49Q: 3 clusters Score -154755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -154754.968750 Penalty: 751.798889
	Iteration 50Q: 3 clusters Score -154755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -154754.968750 Penalty: 751.798889
	Iteration 51F: 3 clusters Score -154755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -19568.214844 Penalty: 288.406036
	Iteration 0F: 2 clusters Score -19568.21 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 287 members 
Entering Unmasked Estep 
Score: -19070.646484 Penalty: 576.812073
	Iteration 0F: 3 clusters Score -19070.65 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -19258.169922 Penalty: 576.812073
	Iteration 1F: 3 clusters Score -19258.17 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -19316.369141 Penalty: 576.812073
	Iteration 2F: 3 clusters Score -19316.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -19335.044922 Penalty: 576.812073
	Iteration 3Q: 3 clusters Score -19335.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -19347.679688 Penalty: 576.812073
	Iteration 4Q: 3 clusters Score -19347.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -19356.955078 Penalty: 576.812073
	Iteration 5Q: 3 clusters Score -19356.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -19375.289062 Penalty: 576.812073
	Iteration 6Q: 3 clusters Score -19375.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -19383.138672 Penalty: 576.812073
	Iteration 7Q: 3 clusters Score -19383.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -19386.550781 Penalty: 576.812073
	Iteration 8Q: 3 clusters Score -19386.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -19390.894531 Penalty: 576.812073
	Iteration 9Q: 3 clusters Score -19390.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -19395.884766 Penalty: 576.812073
	Iteration 10Q: 3 clusters Score -19395.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -19401.025391 Penalty: 576.812073
	Iteration 11Q: 3 clusters Score -19401.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -19402.316406 Penalty: 576.812073
	Iteration 12Q: 3 clusters Score -19402.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -19402.316406 Penalty: 576.812073
	Iteration 13F: 3 clusters Score -19402.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -40918.503906 Penalty: 316.695831
	Iteration 0F: 2 clusters Score -40918.5 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 510 members 
Entering Unmasked Estep 
Score: -40081.191406 Penalty: 633.391663
	Iteration 0F: 3 clusters Score -40081.19 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -40350.394531 Penalty: 633.391663
	Iteration 1F: 3 clusters Score -40350.39 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -40403.425781 Penalty: 633.391663
	Iteration 2F: 3 clusters Score -40403.43 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -40447.796875 Penalty: 633.391663
	Iteration 3F: 3 clusters Score -40447.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -40493.074219 Penalty: 633.391663
	Iteration 4F: 3 clusters Score -40493.07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -40543.410156 Penalty: 633.391663
	Iteration 5F: 3 clusters Score -40543.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -40566.285156 Penalty: 633.391663
	Iteration 6Q: 3 clusters Score -40566.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -40595.632812 Penalty: 633.391663
	Iteration 7Q: 3 clusters Score -40595.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -40611.820312 Penalty: 633.391663
	Iteration 8Q: 3 clusters Score -40611.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -40622.660156 Penalty: 633.391663
	Iteration 9Q: 3 clusters Score -40622.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -40634.656250 Penalty: 633.391663
	Iteration 10Q: 3 clusters Score -40634.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -40645.746094 Penalty: 633.391663
	Iteration 11Q: 3 clusters Score -40645.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -40652.925781 Penalty: 633.391663
	Iteration 12Q: 3 clusters Score -40652.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -40657.187500 Penalty: 633.391663
	Iteration 13Q: 3 clusters Score -40657.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -40660.300781 Penalty: 633.391663
	Iteration 14Q: 3 clusters Score -40660.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -40662.140625 Penalty: 633.391663
	Iteration 15Q: 3 clusters Score -40662.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40662.660156 Penalty: 633.391663
	Iteration 16Q: 3 clusters Score -40662.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40664.449219 Penalty: 633.391663
	Iteration 17Q: 3 clusters Score -40664.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40664.750000 Penalty: 633.391663
	Iteration 18Q: 3 clusters Score -40664.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -40665.378906 Penalty: 633.391663
	Iteration 19Q: 3 clusters Score -40665.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40665.511719 Penalty: 633.391663
	Iteration 20F: 3 clusters Score -40665.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40666.289062 Penalty: 633.391663
	Iteration 21Q: 3 clusters Score -40666.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -40666.601562 Penalty: 633.391663
	Iteration 22Q: 3 clusters Score -40666.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -40666.601562 Penalty: 633.391663
	Iteration 23F: 3 clusters Score -40666.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -10843.807617 Penalty: 262.742096
	Iteration 0F: 2 clusters Score -10843.81 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 147 members 
Entering Unmasked Estep 
Score: -10475.132812 Penalty: 525.484192
	Iteration 0F: 3 clusters Score -10475.13 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10549.921875 Penalty: 525.484192
	Iteration 1F: 3 clusters Score -10549.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10577.386719 Penalty: 525.484192
	Iteration 2F: 3 clusters Score -10577.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10593.744141 Penalty: 525.484192
	Iteration 3Q: 3 clusters Score -10593.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10602.159180 Penalty: 525.484192
	Iteration 4Q: 3 clusters Score -10602.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10605.125000 Penalty: 525.484192
	Iteration 5Q: 3 clusters Score -10605.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10605.125000 Penalty: 525.484192
	Iteration 6F: 3 clusters Score -10605.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -19813.912109 Penalty: 291.437897
	Iteration 0F: 2 clusters Score -19813.91 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 302 members 
Entering Unmasked Estep 
Score: -19262.906250 Penalty: 582.875793
	Iteration 0F: 3 clusters Score -19262.91 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -19408.177734 Penalty: 582.875793
	Iteration 1F: 3 clusters Score -19408.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -19453.076172 Penalty: 582.875793
	Iteration 2F: 3 clusters Score -19453.08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -19492.716797 Penalty: 582.875793
	Iteration 3F: 3 clusters Score -19492.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -19522.398438 Penalty: 582.875793
	Iteration 4Q: 3 clusters Score -19522.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -19546.011719 Penalty: 582.875793
	Iteration 5Q: 3 clusters Score -19546.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -19563.679688 Penalty: 582.875793
	Iteration 6Q: 3 clusters Score -19563.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -19585.765625 Penalty: 582.875793
	Iteration 7Q: 3 clusters Score -19585.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -19604.888672 Penalty: 582.875793
	Iteration 8Q: 3 clusters Score -19604.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -19618.416016 Penalty: 582.875793
	Iteration 9Q: 3 clusters Score -19618.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -19635.556641 Penalty: 582.875793
	Iteration 10Q: 3 clusters Score -19635.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -19647.998047 Penalty: 582.875793
	Iteration 11Q: 3 clusters Score -19648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -19651.675781 Penalty: 582.875793
	Iteration 12Q: 3 clusters Score -19651.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -19655.464844 Penalty: 582.875793
	Iteration 13Q: 3 clusters Score -19655.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -19657.376953 Penalty: 582.875793
	Iteration 14Q: 3 clusters Score -19657.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -19659.855469 Penalty: 582.875793
	Iteration 15Q: 3 clusters Score -19659.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -19662.220703 Penalty: 582.875793
	Iteration 16Q: 3 clusters Score -19662.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -19665.449219 Penalty: 582.875793
	Iteration 17Q: 3 clusters Score -19665.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -19670.839844 Penalty: 582.875793
	Iteration 18Q: 3 clusters Score -19670.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -19674.873047 Penalty: 582.875793
	Iteration 19Q: 3 clusters Score -19674.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -19675.121094 Penalty: 582.875793
	Iteration 20F: 3 clusters Score -19675.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -19675.933594 Penalty: 582.875793
	Iteration 21Q: 3 clusters Score -19675.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -19675.933594 Penalty: 582.875793
	Iteration 22F: 3 clusters Score -19675.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Entering Unmasked Estep 
Score: -85367.851562 Penalty: 347.296295
	Iteration 0F: 2 clusters Score -85367.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -83871.117188 Penalty: 694.592590
	Iteration 0F: 3 clusters Score -83871.12 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -84316.359375 Penalty: 694.592590
	Iteration 1F: 3 clusters Score -84316.36 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -84384.617188 Penalty: 694.592590
	Iteration 2F: 3 clusters Score -84384.62 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -84451.664062 Penalty: 694.592590
	Iteration 3F: 3 clusters Score -84451.66 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -84515.984375 Penalty: 694.592590
	Iteration 4F: 3 clusters Score -84515.98 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -84586.117188 Penalty: 694.592590
	Iteration 5F: 3 clusters Score -84586.12 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -84672.859375 Penalty: 694.592590
	Iteration 6F: 3 clusters Score -84672.86 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -84759.039062 Penalty: 694.592590
	Iteration 7Q: 3 clusters Score -84759.04 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -84835.734375 Penalty: 694.592590
	Iteration 8Q: 3 clusters Score -84835.73 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -84890.585938 Penalty: 694.592590
	Iteration 9Q: 3 clusters Score -84890.59 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -84927.265625 Penalty: 694.592590
	Iteration 10Q: 3 clusters Score -84927.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -84965.726562 Penalty: 694.592590
	Iteration 11Q: 3 clusters Score -84965.73 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -85004.492188 Penalty: 694.592590
	Iteration 12Q: 3 clusters Score -85004.49 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -85053.703125 Penalty: 694.592590
	Iteration 13Q: 3 clusters Score -85053.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -85120.898438 Penalty: 694.592590
	Iteration 14Q: 3 clusters Score -85120.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -85189.101562 Penalty: 694.592590
	Iteration 15Q: 3 clusters Score -85189.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -85218.671875 Penalty: 694.592590
	Iteration 16Q: 3 clusters Score -85218.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -85228.765625 Penalty: 694.592590
	Iteration 17Q: 3 clusters Score -85228.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -85232.320312 Penalty: 694.592590
	Iteration 18Q: 3 clusters Score -85232.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -85234.906250 Penalty: 694.592590
	Iteration 19Q: 3 clusters Score -85234.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -85236.117188 Penalty: 694.592590
	Iteration 20F: 3 clusters Score -85236.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -85236.500000 Penalty: 694.592590
	Iteration 21Q: 3 clusters Score -85236.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -85237.539062 Penalty: 694.592590
	Iteration 22Q: 3 clusters Score -85237.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -85238.500000 Penalty: 694.592590
	Iteration 23Q: 3 clusters Score -85238.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -85239.281250 Penalty: 694.592590
	Iteration 24Q: 3 clusters Score -85239.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -85241.507812 Penalty: 694.592590
	Iteration 25Q: 3 clusters Score -85241.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -85242.828125 Penalty: 694.592590
	Iteration 26Q: 3 clusters Score -85242.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -85244.328125 Penalty: 694.592590
	Iteration 27Q: 3 clusters Score -85244.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -85246.117188 Penalty: 694.592590
	Iteration 28Q: 3 clusters Score -85246.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -85247.000000 Penalty: 694.592590
	Iteration 29Q: 3 clusters Score -85247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -85247.000000 Penalty: 694.592590
	Iteration 30F: 3 clusters Score -85247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -11359.230469 Penalty: 272.611633
	Iteration 0F: 2 clusters Score -11359.23 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 196 members 
Entering Unmasked Estep 
Score: -10964.441406 Penalty: 545.223267
	Iteration 0F: 3 clusters Score -10964.44 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11112.295898 Penalty: 545.223267
	Iteration 1F: 3 clusters Score -11112.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11156.026367 Penalty: 545.223267
	Iteration 2F: 3 clusters Score -11156.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11180.647461 Penalty: 545.223267
	Iteration 3Q: 3 clusters Score -11180.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11191.038086 Penalty: 545.223267
	Iteration 4Q: 3 clusters Score -11191.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11204.247070 Penalty: 545.223267
	Iteration 5Q: 3 clusters Score -11204.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11209.989258 Penalty: 545.223267
	Iteration 6Q: 3 clusters Score -11209.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11225.466797 Penalty: 545.223267
	Iteration 7Q: 3 clusters Score -11225.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11231.143555 Penalty: 545.223267
	Iteration 8Q: 3 clusters Score -11231.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11235.239258 Penalty: 545.223267
	Iteration 9Q: 3 clusters Score -11235.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11237.638672 Penalty: 545.223267
	Iteration 10Q: 3 clusters Score -11237.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11244.219727 Penalty: 545.223267
	Iteration 11Q: 3 clusters Score -11244.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11250.422852 Penalty: 545.223267
	Iteration 12Q: 3 clusters Score -11250.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11253.641602 Penalty: 545.223267
	Iteration 13Q: 3 clusters Score -11253.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11254.814453 Penalty: 545.223267
	Iteration 14Q: 3 clusters Score -11254.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11258.024414 Penalty: 545.223267
	Iteration 15Q: 3 clusters Score -11258.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11258.024414 Penalty: 545.223267
	Iteration 16F: 3 clusters Score -11258.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -30771.083984 Penalty: 305.934387
	Iteration 0F: 2 clusters Score -30771.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -30065.873047 Penalty: 611.868774
	Iteration 0F: 3 clusters Score -30065.87 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -30285.646484 Penalty: 611.868774
	Iteration 1F: 3 clusters Score -30285.65 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -30343.189453 Penalty: 611.868774
	Iteration 2F: 3 clusters Score -30343.19 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -30388.138672 Penalty: 611.868774
	Iteration 3F: 3 clusters Score -30388.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -30416.576172 Penalty: 611.868774
	Iteration 4F: 3 clusters Score -30416.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -30440.005859 Penalty: 611.868774
	Iteration 5Q: 3 clusters Score -30440.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -30462.742188 Penalty: 611.868774
	Iteration 6Q: 3 clusters Score -30462.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -30482.050781 Penalty: 611.868774
	Iteration 7Q: 3 clusters Score -30482.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -30498.701172 Penalty: 611.868774
	Iteration 8Q: 3 clusters Score -30498.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -30515.185547 Penalty: 611.868774
	Iteration 9Q: 3 clusters Score -30515.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -30529.251953 Penalty: 611.868774
	Iteration 10Q: 3 clusters Score -30529.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -30534.082031 Penalty: 611.868774
	Iteration 11Q: 3 clusters Score -30534.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -30539.113281 Penalty: 611.868774
	Iteration 12Q: 3 clusters Score -30539.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -30542.138672 Penalty: 611.868774
	Iteration 13Q: 3 clusters Score -30542.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -30543.707031 Penalty: 611.868774
	Iteration 14Q: 3 clusters Score -30543.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -30544.306641 Penalty: 611.868774
	Iteration 15Q: 3 clusters Score -30544.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -30544.996094 Penalty: 611.868774
	Iteration 16Q: 3 clusters Score -30545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -30545.177734 Penalty: 611.868774
	Iteration 17Q: 3 clusters Score -30545.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -30545.511719 Penalty: 611.868774
	Iteration 18Q: 3 clusters Score -30545.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -30545.765625 Penalty: 611.868774
	Iteration 19Q: 3 clusters Score -30545.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -30545.765625 Penalty: 611.868774
	Iteration 20F: 3 clusters Score -30545.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Entering Unmasked Estep 
Score: -63072.230469 Penalty: 342.441132
	Iteration 0F: 2 clusters Score -63072.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -61735.011719 Penalty: 684.882263
	Iteration 0F: 3 clusters Score -61735.01 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -62256.496094 Penalty: 684.882263
	Iteration 1F: 3 clusters Score -62256.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -62357.722656 Penalty: 684.882263
	Iteration 2F: 3 clusters Score -62357.72 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -62458.367188 Penalty: 684.882263
	Iteration 3F: 3 clusters Score -62458.37 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -62523.910156 Penalty: 684.882263
	Iteration 4F: 3 clusters Score -62523.91 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -62565.027344 Penalty: 684.882263
	Iteration 5Q: 3 clusters Score -62565.03 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -62607.105469 Penalty: 684.882263
	Iteration 6Q: 3 clusters Score -62607.11 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -62663.343750 Penalty: 684.882263
	Iteration 7Q: 3 clusters Score -62663.34 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -62720.558594 Penalty: 684.882263
	Iteration 8Q: 3 clusters Score -62720.56 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -62764.101562 Penalty: 684.882263
	Iteration 9Q: 3 clusters Score -62764.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -62800.777344 Penalty: 684.882263
	Iteration 10Q: 3 clusters Score -62800.78 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -62830.207031 Penalty: 684.882263
	Iteration 11Q: 3 clusters Score -62830.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -62849.125000 Penalty: 684.882263
	Iteration 12Q: 3 clusters Score -62849.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -62854.425781 Penalty: 684.882263
	Iteration 13Q: 3 clusters Score -62854.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -62856.761719 Penalty: 684.882263
	Iteration 14Q: 3 clusters Score -62856.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -62860.230469 Penalty: 684.882263
	Iteration 15Q: 3 clusters Score -62860.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -62863.656250 Penalty: 684.882263
	Iteration 16Q: 3 clusters Score -62863.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -62866.289062 Penalty: 684.882263
	Iteration 17Q: 3 clusters Score -62866.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -62868.859375 Penalty: 684.882263
	Iteration 18Q: 3 clusters Score -62868.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -62871.050781 Penalty: 684.882263
	Iteration 19Q: 3 clusters Score -62871.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -62872.722656 Penalty: 684.882263
	Iteration 20F: 3 clusters Score -62872.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -62873.964844 Penalty: 684.882263
	Iteration 21Q: 3 clusters Score -62873.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -62875.335938 Penalty: 684.882263
	Iteration 22Q: 3 clusters Score -62875.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -62876.648438 Penalty: 684.882263
	Iteration 23Q: 3 clusters Score -62876.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -62879.054688 Penalty: 684.882263
	Iteration 24Q: 3 clusters Score -62879.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -62880.175781 Penalty: 684.882263
	Iteration 25Q: 3 clusters Score -62880.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -62881.214844 Penalty: 684.882263
	Iteration 26Q: 3 clusters Score -62881.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -62882.046875 Penalty: 684.882263
	Iteration 27Q: 3 clusters Score -62882.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -62882.308594 Penalty: 684.882263
	Iteration 28Q: 3 clusters Score -62882.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -62882.308594 Penalty: 684.882263
	Iteration 29F: 3 clusters Score -62882.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (26452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Entering Unmasked Estep 
Score: -1011456.937500 Penalty: 463.330475
	Iteration 0F: 2 clusters Score -1011457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -993841.312500 Penalty: 926.660950
	Iteration 0F: 3 clusters Score -993841.3 nChanged 12647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1001727.687500 Penalty: 926.660950
	Iteration 1F: 3 clusters Score -1001728 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1002690.625000 Penalty: 926.660950
	Iteration 2F: 3 clusters Score -1002691 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1003748.375000 Penalty: 926.660950
	Iteration 3F: 3 clusters Score -1003748 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1004827.625000 Penalty: 926.660950
	Iteration 4F: 3 clusters Score -1004828 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1005790.687500 Penalty: 926.660950
	Iteration 5F: 3 clusters Score -1005791 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1006575.062500 Penalty: 926.660950
	Iteration 6F: 3 clusters Score -1006575 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1007115.625000 Penalty: 926.660950
	Iteration 7Q: 3 clusters Score -1007116 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1007487.500000 Penalty: 926.660950
	Iteration 8Q: 3 clusters Score -1007488 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1007724.562500 Penalty: 926.660950
	Iteration 9Q: 3 clusters Score -1007725 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1007841.125000 Penalty: 926.660950
	Iteration 10Q: 3 clusters Score -1007841 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1007906.312500 Penalty: 926.660950
	Iteration 11Q: 3 clusters Score -1007906 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1007942.687500 Penalty: 926.660950
	Iteration 12Q: 3 clusters Score -1007943 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1007978.250000 Penalty: 926.660950
	Iteration 13Q: 3 clusters Score -1007978 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1007994.500000 Penalty: 926.660950
	Iteration 14Q: 3 clusters Score -1007994 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1008017.125000 Penalty: 926.660950
	Iteration 15Q: 3 clusters Score -1008017 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1008037.437500 Penalty: 926.660950
	Iteration 16Q: 3 clusters Score -1008037 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1008059.062500 Penalty: 926.660950
	Iteration 17Q: 3 clusters Score -1008059 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1008077.375000 Penalty: 926.660950
	Iteration 18Q: 3 clusters Score -1008077 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1008093.562500 Penalty: 926.660950
	Iteration 19Q: 3 clusters Score -1008094 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1008114.000000 Penalty: 926.660950
	Iteration 20F: 3 clusters Score -1008114 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1008130.687500 Penalty: 926.660950
	Iteration 21Q: 3 clusters Score -1008131 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1008151.125000 Penalty: 926.660950
	Iteration 22Q: 3 clusters Score -1008151 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1008163.250000 Penalty: 926.660950
	Iteration 23Q: 3 clusters Score -1008163 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1008172.812500 Penalty: 926.660950
	Iteration 24Q: 3 clusters Score -1008173 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1008183.437500 Penalty: 926.660950
	Iteration 25Q: 3 clusters Score -1008183 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1008193.562500 Penalty: 926.660950
	Iteration 26Q: 3 clusters Score -1008194 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1008206.375000 Penalty: 926.660950
	Iteration 27Q: 3 clusters Score -1008206 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1008218.562500 Penalty: 926.660950
	Iteration 28Q: 3 clusters Score -1008219 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1008233.312500 Penalty: 926.660950
	Iteration 29Q: 3 clusters Score -1008233 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -1008238.562500 Penalty: 926.660950
	Iteration 30Q: 3 clusters Score -1008239 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1008255.187500 Penalty: 926.660950
	Iteration 31Q: 3 clusters Score -1008255 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1008276.000000 Penalty: 926.660950
	Iteration 32Q: 3 clusters Score -1008276 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1008301.875000 Penalty: 926.660950
	Iteration 33Q: 3 clusters Score -1008302 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1008333.687500 Penalty: 926.660950
	Iteration 34Q: 3 clusters Score -1008334 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1008362.875000 Penalty: 926.660950
	Iteration 35Q: 3 clusters Score -1008363 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -1008385.812500 Penalty: 926.660950
	Iteration 36Q: 3 clusters Score -1008386 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -1008421.500000 Penalty: 926.660950
	Iteration 37Q: 3 clusters Score -1008422 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -1008453.437500 Penalty: 926.660950
	Iteration 38Q: 3 clusters Score -1008453 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -1008495.125000 Penalty: 926.660950
	Iteration 39Q: 3 clusters Score -1008495 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -1008544.125000 Penalty: 926.660950
	Iteration 40F: 3 clusters Score -1008544 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -1008597.500000 Penalty: 926.660950
	Iteration 41Q: 3 clusters Score -1008598 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -1008658.062500 Penalty: 926.660950
	Iteration 42Q: 3 clusters Score -1008658 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -1008746.250000 Penalty: 926.660950
	Iteration 43Q: 3 clusters Score -1008746 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -1008852.625000 Penalty: 926.660950
	Iteration 44Q: 3 clusters Score -1008853 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -1008970.625000 Penalty: 926.660950
	Iteration 45Q: 3 clusters Score -1008971 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -1009112.937500 Penalty: 926.660950
	Iteration 46Q: 3 clusters Score -1009113 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -1009284.250000 Penalty: 926.660950
	Iteration 47Q: 3 clusters Score -1009284 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -1009467.750000 Penalty: 926.660950
	Iteration 48Q: 3 clusters Score -1009468 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -1009664.312500 Penalty: 926.660950
	Iteration 49Q: 3 clusters Score -1009664 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -1009908.250000 Penalty: 926.660950
	Iteration 50Q: 3 clusters Score -1009908 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -1010141.250000 Penalty: 926.660950
	Iteration 51Q: 3 clusters Score -1010141 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -1010387.187500 Penalty: 926.660950
	Iteration 52Q: 3 clusters Score -1010387 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -1010555.750000 Penalty: 926.660950
	Iteration 53Q: 3 clusters Score -1010556 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -1010656.375000 Penalty: 926.660950
	Iteration 54Q: 3 clusters Score -1010656 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -1010726.125000 Penalty: 926.660950
	Iteration 55Q: 3 clusters Score -1010726 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -1010777.312500 Penalty: 926.660950
	Iteration 56Q: 3 clusters Score -1010777 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -1010816.187500 Penalty: 926.660950
	Iteration 57Q: 3 clusters Score -1010816 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -1010860.437500 Penalty: 926.660950
	Iteration 58Q: 3 clusters Score -1010860 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -1010903.125000 Penalty: 926.660950
	Iteration 59Q: 3 clusters Score -1010903 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -1010934.750000 Penalty: 926.660950
	Iteration 60F: 3 clusters Score -1010935 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -1010972.937500 Penalty: 926.660950
	Iteration 61Q: 3 clusters Score -1010973 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -1011004.187500 Penalty: 926.660950
	Iteration 62Q: 3 clusters Score -1011004 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -1011041.875000 Penalty: 926.660950
	Iteration 63Q: 3 clusters Score -1011042 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -1011068.625000 Penalty: 926.660950
	Iteration 64Q: 3 clusters Score -1011069 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -1011092.000000 Penalty: 926.660950
	Iteration 65Q: 3 clusters Score -1011092 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -1011107.875000 Penalty: 926.660950
	Iteration 66Q: 3 clusters Score -1011108 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -1011117.500000 Penalty: 926.660950
	Iteration 67Q: 3 clusters Score -1011118 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -1011127.562500 Penalty: 926.660950
	Iteration 68Q: 3 clusters Score -1011128 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -1011139.062500 Penalty: 926.660950
	Iteration 69Q: 3 clusters Score -1011139 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -1011142.500000 Penalty: 926.660950
	Iteration 70Q: 3 clusters Score -1011142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -1011151.125000 Penalty: 926.660950
	Iteration 71Q: 3 clusters Score -1011151 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -1011159.875000 Penalty: 926.660950
	Iteration 72Q: 3 clusters Score -1011160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -1011167.312500 Penalty: 926.660950
	Iteration 73Q: 3 clusters Score -1011167 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -1011174.875000 Penalty: 926.660950
	Iteration 74Q: 3 clusters Score -1011175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -1011179.687500 Penalty: 926.660950
	Iteration 75Q: 3 clusters Score -1011180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -1011183.687500 Penalty: 926.660950
	Iteration 76Q: 3 clusters Score -1011184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -1011189.312500 Penalty: 926.660950
	Iteration 77Q: 3 clusters Score -1011189 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -1011190.687500 Penalty: 926.660950
	Iteration 78Q: 3 clusters Score -1011191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -1011198.187500 Penalty: 926.660950
	Iteration 79Q: 3 clusters Score -1011198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -1011205.687500 Penalty: 926.660950
	Iteration 80F: 3 clusters Score -1011206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -1011213.500000 Penalty: 926.660950
	Iteration 81Q: 3 clusters Score -1011214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -1011215.312500 Penalty: 926.660950
	Iteration 82Q: 3 clusters Score -1011215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -1011222.187500 Penalty: 926.660950
	Iteration 83Q: 3 clusters Score -1011222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -1011225.937500 Penalty: 926.660950
	Iteration 84Q: 3 clusters Score -1011226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -1011237.750000 Penalty: 926.660950
	Iteration 85Q: 3 clusters Score -1011238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -1011240.875000 Penalty: 926.660950
	Iteration 86Q: 3 clusters Score -1011241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -1011244.937500 Penalty: 926.660950
	Iteration 87Q: 3 clusters Score -1011245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -1011251.562500 Penalty: 926.660950
	Iteration 88Q: 3 clusters Score -1011252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -1011253.937500 Penalty: 926.660950
	Iteration 89Q: 3 clusters Score -1011254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -1011257.062500 Penalty: 926.660950
	Iteration 90Q: 3 clusters Score -1011257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -1011263.750000 Penalty: 926.660950
	Iteration 91Q: 3 clusters Score -1011264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -1011269.125000 Penalty: 926.660950
	Iteration 92Q: 3 clusters Score -1011269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -1011277.937500 Penalty: 926.660950
	Iteration 93Q: 3 clusters Score -1011278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -1011282.062500 Penalty: 926.660950
	Iteration 94Q: 3 clusters Score -1011282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -1011283.812500 Penalty: 926.660950
	Iteration 95Q: 3 clusters Score -1011284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -1011286.125000 Penalty: 926.660950
	Iteration 96Q: 3 clusters Score -1011286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -1011286.187500 Penalty: 926.660950
	Iteration 97Q: 3 clusters Score -1011286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -1011284.562500 Penalty: 926.660950
	Iteration 98Q: 3 clusters Score -1011285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -1011286.000000 Penalty: 926.660950
	Iteration 99Q: 3 clusters Score -1011286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -1011285.062500 Penalty: 926.660950
	Iteration 100F: 3 clusters Score -1011285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -1011286.750000 Penalty: 926.660950
	Iteration 101Q: 3 clusters Score -1011287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -1011286.375000 Penalty: 926.660950
	Iteration 102Q: 3 clusters Score -1011286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -1011285.687500 Penalty: 926.660950
	Iteration 103Q: 3 clusters Score -1011286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -1011287.000000 Penalty: 926.660950
	Iteration 104Q: 3 clusters Score -1011287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -1011286.375000 Penalty: 926.660950
	Iteration 105Q: 3 clusters Score -1011286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -1011286.062500 Penalty: 926.660950
	Iteration 106Q: 3 clusters Score -1011286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -1011286.062500 Penalty: 926.660950
	Iteration 107F: 3 clusters Score -1011286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Entering Unmasked Estep 
Score: -53186.375000 Penalty: 331.708313
	Iteration 0F: 2 clusters Score -53186.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -52054.933594 Penalty: 663.416626
	Iteration 0F: 3 clusters Score -52054.93 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -52433.960938 Penalty: 663.416626
	Iteration 1F: 3 clusters Score -52433.96 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -52533.449219 Penalty: 663.416626
	Iteration 2F: 3 clusters Score -52533.45 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -52589.476562 Penalty: 663.416626
	Iteration 3F: 3 clusters Score -52589.48 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -52627.421875 Penalty: 663.416626
	Iteration 4Q: 3 clusters Score -52627.42 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -52654.167969 Penalty: 663.416626
	Iteration 5Q: 3 clusters Score -52654.17 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -52680.480469 Penalty: 663.416626
	Iteration 6Q: 3 clusters Score -52680.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -52711.996094 Penalty: 663.416626
	Iteration 7Q: 3 clusters Score -52712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -52732.386719 Penalty: 663.416626
	Iteration 8Q: 3 clusters Score -52732.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -52742.832031 Penalty: 663.416626
	Iteration 9Q: 3 clusters Score -52742.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -52748.226562 Penalty: 663.416626
	Iteration 10Q: 3 clusters Score -52748.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -52754.433594 Penalty: 663.416626
	Iteration 11Q: 3 clusters Score -52754.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -52761.121094 Penalty: 663.416626
	Iteration 12Q: 3 clusters Score -52761.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -52766.683594 Penalty: 663.416626
	Iteration 13Q: 3 clusters Score -52766.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -52773.382812 Penalty: 663.416626
	Iteration 14Q: 3 clusters Score -52773.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -52782.375000 Penalty: 663.416626
	Iteration 15Q: 3 clusters Score -52782.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -52793.597656 Penalty: 663.416626
	Iteration 16Q: 3 clusters Score -52793.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -52801.929688 Penalty: 663.416626
	Iteration 17Q: 3 clusters Score -52801.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -52808.679688 Penalty: 663.416626
	Iteration 18Q: 3 clusters Score -52808.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -52814.191406 Penalty: 663.416626
	Iteration 19Q: 3 clusters Score -52814.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -52818.929688 Penalty: 663.416626
	Iteration 20F: 3 clusters Score -52818.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -52826.425781 Penalty: 663.416626
	Iteration 21Q: 3 clusters Score -52826.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52842.546875 Penalty: 663.416626
	Iteration 22Q: 3 clusters Score -52842.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52859.632812 Penalty: 663.416626
	Iteration 23Q: 3 clusters Score -52859.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52874.488281 Penalty: 663.416626
	Iteration 24Q: 3 clusters Score -52874.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -52905.335938 Penalty: 663.416626
	Iteration 25Q: 3 clusters Score -52905.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52937.253906 Penalty: 663.416626
	Iteration 26Q: 3 clusters Score -52937.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -52964.332031 Penalty: 663.416626
	Iteration 27Q: 3 clusters Score -52964.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -52978.109375 Penalty: 663.416626
	Iteration 28Q: 3 clusters Score -52978.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -52982.023438 Penalty: 663.416626
	Iteration 29Q: 3 clusters Score -52982.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -52986.097656 Penalty: 663.416626
	Iteration 30Q: 3 clusters Score -52986.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52990.269531 Penalty: 663.416626
	Iteration 31Q: 3 clusters Score -52990.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52994.824219 Penalty: 663.416626
	Iteration 32Q: 3 clusters Score -52994.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52997.449219 Penalty: 663.416626
	Iteration 33Q: 3 clusters Score -52997.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -52999.214844 Penalty: 663.416626
	Iteration 34Q: 3 clusters Score -52999.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53002.531250 Penalty: 663.416626
	Iteration 35Q: 3 clusters Score -53002.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53010.683594 Penalty: 663.416626
	Iteration 36Q: 3 clusters Score -53010.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -53014.183594 Penalty: 663.416626
	Iteration 37Q: 3 clusters Score -53014.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -53015.410156 Penalty: 663.416626
	Iteration 38Q: 3 clusters Score -53015.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -53017.507812 Penalty: 663.416626
	Iteration 39Q: 3 clusters Score -53017.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -53019.738281 Penalty: 663.416626
	Iteration 40F: 3 clusters Score -53019.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -53020.851562 Penalty: 663.416626
	Iteration 41Q: 3 clusters Score -53020.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -53021.523438 Penalty: 663.416626
	Iteration 42Q: 3 clusters Score -53021.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -53022.214844 Penalty: 663.416626
	Iteration 43Q: 3 clusters Score -53022.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -53022.773438 Penalty: 663.416626
	Iteration 44Q: 3 clusters Score -53022.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -53022.941406 Penalty: 663.416626
	Iteration 45Q: 3 clusters Score -53022.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -53023.140625 Penalty: 663.416626
	Iteration 46Q: 3 clusters Score -53023.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -53023.570312 Penalty: 663.416626
	Iteration 47Q: 3 clusters Score -53023.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -53023.847656 Penalty: 663.416626
	Iteration 48Q: 3 clusters Score -53023.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -53024.066406 Penalty: 663.416626
	Iteration 49Q: 3 clusters Score -53024.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -53024.066406 Penalty: 663.416626
	Iteration 50F: 3 clusters Score -53024.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -38559.984375 Penalty: 311.147430
	Iteration 0F: 2 clusters Score -38559.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -37787.691406 Penalty: 622.294861
	Iteration 0F: 3 clusters Score -37787.69 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -38033.062500 Penalty: 622.294861
	Iteration 1F: 3 clusters Score -38033.06 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -38091.285156 Penalty: 622.294861
	Iteration 2F: 3 clusters Score -38091.29 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -38134.390625 Penalty: 622.294861
	Iteration 3F: 3 clusters Score -38134.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -38156.511719 Penalty: 622.294861
	Iteration 4Q: 3 clusters Score -38156.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -38168.753906 Penalty: 622.294861
	Iteration 5Q: 3 clusters Score -38168.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -38184.125000 Penalty: 622.294861
	Iteration 6Q: 3 clusters Score -38184.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -38197.839844 Penalty: 622.294861
	Iteration 7Q: 3 clusters Score -38197.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -38210.394531 Penalty: 622.294861
	Iteration 8Q: 3 clusters Score -38210.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -38222.625000 Penalty: 622.294861
	Iteration 9Q: 3 clusters Score -38222.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -38234.273438 Penalty: 622.294861
	Iteration 10Q: 3 clusters Score -38234.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -38242.695312 Penalty: 622.294861
	Iteration 11Q: 3 clusters Score -38242.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -38247.980469 Penalty: 622.294861
	Iteration 12Q: 3 clusters Score -38247.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -38255.328125 Penalty: 622.294861
	Iteration 13Q: 3 clusters Score -38255.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -38261.136719 Penalty: 622.294861
	Iteration 14Q: 3 clusters Score -38261.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -38265.609375 Penalty: 622.294861
	Iteration 15Q: 3 clusters Score -38265.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -38277.101562 Penalty: 622.294861
	Iteration 16Q: 3 clusters Score -38277.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -38283.976562 Penalty: 622.294861
	Iteration 17Q: 3 clusters Score -38283.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -38286.609375 Penalty: 622.294861
	Iteration 18Q: 3 clusters Score -38286.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -38288.593750 Penalty: 622.294861
	Iteration 19Q: 3 clusters Score -38288.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -38288.820312 Penalty: 622.294861
	Iteration 20F: 3 clusters Score -38288.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -38289.921875 Penalty: 622.294861
	Iteration 21Q: 3 clusters Score -38289.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -38290.859375 Penalty: 622.294861
	Iteration 22Q: 3 clusters Score -38290.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -38291.066406 Penalty: 622.294861
	Iteration 23Q: 3 clusters Score -38291.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -38291.066406 Penalty: 622.294861
	Iteration 24F: 3 clusters Score -38291.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Entering Unmasked Estep 
Score: -234084.531250 Penalty: 395.592255
	Iteration 0F: 2 clusters Score -234084.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -230054.453125 Penalty: 791.184509
	Iteration 0F: 3 clusters Score -230054.5 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -231756.937500 Penalty: 791.184509
	Iteration 1F: 3 clusters Score -231756.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -232092.921875 Penalty: 791.184509
	Iteration 2F: 3 clusters Score -232092.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -232421.046875 Penalty: 791.184509
	Iteration 3F: 3 clusters Score -232421 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -232699.843750 Penalty: 791.184509
	Iteration 4F: 3 clusters Score -232699.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -232940.734375 Penalty: 791.184509
	Iteration 5F: 3 clusters Score -232940.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -233128.421875 Penalty: 791.184509
	Iteration 6Q: 3 clusters Score -233128.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -233268.718750 Penalty: 791.184509
	Iteration 7Q: 3 clusters Score -233268.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -233395.937500 Penalty: 791.184509
	Iteration 8Q: 3 clusters Score -233395.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -233506.578125 Penalty: 791.184509
	Iteration 9Q: 3 clusters Score -233506.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -233604.046875 Penalty: 791.184509
	Iteration 10Q: 3 clusters Score -233604 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -233666.843750 Penalty: 791.184509
	Iteration 11Q: 3 clusters Score -233666.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -233705.000000 Penalty: 791.184509
	Iteration 12Q: 3 clusters Score -233705 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -233731.734375 Penalty: 791.184509
	Iteration 13Q: 3 clusters Score -233731.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -233754.781250 Penalty: 791.184509
	Iteration 14Q: 3 clusters Score -233754.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -233768.687500 Penalty: 791.184509
	Iteration 15Q: 3 clusters Score -233768.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -233777.062500 Penalty: 791.184509
	Iteration 16Q: 3 clusters Score -233777.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -233783.640625 Penalty: 791.184509
	Iteration 17Q: 3 clusters Score -233783.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -233787.531250 Penalty: 791.184509
	Iteration 18Q: 3 clusters Score -233787.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -233788.062500 Penalty: 791.184509
	Iteration 19Q: 3 clusters Score -233788.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -233789.562500 Penalty: 791.184509
	Iteration 20F: 3 clusters Score -233789.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -233790.359375 Penalty: 791.184509
	Iteration 21Q: 3 clusters Score -233790.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -233793.750000 Penalty: 791.184509
	Iteration 22Q: 3 clusters Score -233793.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -233794.765625 Penalty: 791.184509
	Iteration 23Q: 3 clusters Score -233794.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -233796.578125 Penalty: 791.184509
	Iteration 24Q: 3 clusters Score -233796.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -233799.515625 Penalty: 791.184509
	Iteration 25Q: 3 clusters Score -233799.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -233801.187500 Penalty: 791.184509
	Iteration 26Q: 3 clusters Score -233801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -233801.578125 Penalty: 791.184509
	Iteration 27Q: 3 clusters Score -233801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -233801.859375 Penalty: 791.184509
	Iteration 28Q: 3 clusters Score -233801.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -233802.046875 Penalty: 791.184509
	Iteration 29Q: 3 clusters Score -233802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -233802.046875 Penalty: 791.184509
	Iteration 30F: 3 clusters Score -233802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 636 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 57598 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 605 members 
Mstep: Class 37 contains 2065 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1856 members 
Mstep: Class 41 contains 26452 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 933 members 
Mstep: Class 44 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358766.000000 Penalty: 28257.169922
Iteration 201F: 47 clusters Score -2.835877e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 2380 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3706 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 634 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 57598 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1017 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 609 members 
Mstep: Class 37 contains 2065 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1850 members 
Mstep: Class 41 contains 26452 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 933 members 
Mstep: Class 44 contains 5969 members 
Mstep: Class 45 contains 1529 members 
Mstep: Class 46 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358770.000000 Penalty: 28257.169922
Iteration 202Q: 47 clusters Score -2.835877e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 2379 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3706 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 2613 members 
Mstep: Class 21 contains 630 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4071 members 
Mstep: Class 27 contains 57598 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1020 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 609 members 
Mstep: Class 37 contains 2064 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1848 members 
Mstep: Class 41 contains 26451 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 934 members 
Mstep: Class 44 contains 5967 members 
Mstep: Class 45 contains 1538 members 
Mstep: Class 46 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358790.000000 Penalty: 28257.169922
Iteration 203Q: 47 clusters Score -2.835879e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 2379 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3706 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1370 members 
Mstep: Class 20 contains 2609 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 57598 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1020 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 615 members 
Mstep: Class 37 contains 2064 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1848 members 
Mstep: Class 41 contains 26451 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 934 members 
Mstep: Class 44 contains 5967 members 
Mstep: Class 45 contains 1541 members 
Mstep: Class 46 contains 464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358804.000000 Penalty: 28257.169922
Iteration 204Q: 47 clusters Score -2.83588e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1371 members 
Mstep: Class 20 contains 2607 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4067 members 
Mstep: Class 27 contains 57598 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1023 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 620 members 
Mstep: Class 37 contains 2064 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1848 members 
Mstep: Class 41 contains 26451 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 934 members 
Mstep: Class 44 contains 5966 members 
Mstep: Class 45 contains 1545 members 
Mstep: Class 46 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358824.000000 Penalty: 28257.169922
Iteration 205Q: 47 clusters Score -2.835882e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1372 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4067 members 
Mstep: Class 27 contains 57598 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 1025 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 623 members 
Mstep: Class 37 contains 2064 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1850 members 
Mstep: Class 41 contains 26449 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 934 members 
Mstep: Class 44 contains 5965 members 
Mstep: Class 45 contains 1548 members 
Mstep: Class 46 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358830.000000 Penalty: 28257.169922
Iteration 206Q: 47 clusters Score -2.835883e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 2376 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1373 members 
Mstep: Class 20 contains 2601 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4067 members 
Mstep: Class 27 contains 57598 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 407 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 620 members 
Mstep: Class 37 contains 2064 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1853 members 
Mstep: Class 41 contains 26446 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 934 members 
Mstep: Class 44 contains 5964 members 
Mstep: Class 45 contains 1551 members 
Mstep: Class 46 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358826.000000 Penalty: 28257.169922
Iteration 207Q: 47 clusters Score -2.835883e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24760 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1373 members 
Mstep: Class 20 contains 2600 members 
Mstep: Class 21 contains 638 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4067 members 
Mstep: Class 27 contains 57598 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 621 members 
Mstep: Class 37 contains 2064 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1853 members 
Mstep: Class 41 contains 26446 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 934 members 
Mstep: Class 44 contains 5963 members 
Mstep: Class 45 contains 1553 members 
Mstep: Class 46 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358836.000000 Penalty: 28257.169922
Iteration 208Q: 47 clusters Score -2.835884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1373 members 
Mstep: Class 20 contains 2601 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 57597 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 625 members 
Mstep: Class 37 contains 2064 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1852 members 
Mstep: Class 41 contains 26446 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 934 members 
Mstep: Class 44 contains 5962 members 
Mstep: Class 45 contains 1553 members 
Mstep: Class 46 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358832.000000 Penalty: 28257.169922
Iteration 209Q: 47 clusters Score -2.835883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1373 members 
Mstep: Class 20 contains 2602 members 
Mstep: Class 21 contains 642 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 57597 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 627 members 
Mstep: Class 37 contains 2064 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1851 members 
Mstep: Class 41 contains 26446 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 934 members 
Mstep: Class 44 contains 5962 members 
Mstep: Class 45 contains 1553 members 
Mstep: Class 46 contains 428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358850.000000 Penalty: 28257.169922
Iteration 210Q: 47 clusters Score -2.835885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1373 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 643 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 57597 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 623 members 
Mstep: Class 37 contains 2064 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1850 members 
Mstep: Class 41 contains 26446 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 934 members 
Mstep: Class 44 contains 5962 members 
Mstep: Class 45 contains 1553 members 
Mstep: Class 46 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358850.000000 Penalty: 28257.169922
Iteration 211Q: 47 clusters Score -2.835885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1373 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 643 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 57597 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 621 members 
Mstep: Class 37 contains 2064 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1849 members 
Mstep: Class 41 contains 26446 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 934 members 
Mstep: Class 44 contains 5962 members 
Mstep: Class 45 contains 1554 members 
Mstep: Class 46 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358844.000000 Penalty: 28257.169922
Iteration 212Q: 47 clusters Score -2.835884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 2376 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1373 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 643 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 57597 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2064 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1849 members 
Mstep: Class 41 contains 26446 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 934 members 
Mstep: Class 44 contains 5962 members 
Mstep: Class 45 contains 1554 members 
Mstep: Class 46 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358846.000000 Penalty: 28257.169922
Iteration 213Q: 47 clusters Score -2.835885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 2376 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1373 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 643 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 57597 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2064 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1849 members 
Mstep: Class 41 contains 26446 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 934 members 
Mstep: Class 44 contains 5962 members 
Mstep: Class 45 contains 1554 members 
Mstep: Class 46 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358846.000000 Penalty: 28257.169922
Iteration 214F: 47 clusters Score -2.835885e+07 nChanged 0
Entering ConstructFrom: 
Score: -28358846.000000 Penalty: 28257.169922
Entering ConstructFrom: 
Trying to split cluster 1 (3088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Entering Unmasked Estep 
Score: -127090.312500 Penalty: 365.605194
	Iteration 0F: 2 clusters Score -127090.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -124922.578125 Penalty: 731.210388
	Iteration 0F: 3 clusters Score -124922.6 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -125677.656250 Penalty: 731.210388
	Iteration 1F: 3 clusters Score -125677.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -125783.781250 Penalty: 731.210388
	Iteration 2F: 3 clusters Score -125783.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -125904.000000 Penalty: 731.210388
	Iteration 3F: 3 clusters Score -125904 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -126050.937500 Penalty: 731.210388
	Iteration 4F: 3 clusters Score -126050.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -126164.195312 Penalty: 731.210388
	Iteration 5F: 3 clusters Score -126164.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -126269.312500 Penalty: 731.210388
	Iteration 6Q: 3 clusters Score -126269.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -126363.375000 Penalty: 731.210388
	Iteration 7Q: 3 clusters Score -126363.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -126444.812500 Penalty: 731.210388
	Iteration 8Q: 3 clusters Score -126444.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -126516.898438 Penalty: 731.210388
	Iteration 9Q: 3 clusters Score -126516.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -126574.203125 Penalty: 731.210388
	Iteration 10Q: 3 clusters Score -126574.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -126611.476562 Penalty: 731.210388
	Iteration 11Q: 3 clusters Score -126611.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -126636.062500 Penalty: 731.210388
	Iteration 12Q: 3 clusters Score -126636.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -126650.929688 Penalty: 731.210388
	Iteration 13Q: 3 clusters Score -126650.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -126659.835938 Penalty: 731.210388
	Iteration 14Q: 3 clusters Score -126659.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -126665.265625 Penalty: 731.210388
	Iteration 15Q: 3 clusters Score -126665.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -126671.828125 Penalty: 731.210388
	Iteration 16Q: 3 clusters Score -126671.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -126678.578125 Penalty: 731.210388
	Iteration 17Q: 3 clusters Score -126678.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -126681.773438 Penalty: 731.210388
	Iteration 18Q: 3 clusters Score -126681.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -126684.453125 Penalty: 731.210388
	Iteration 19Q: 3 clusters Score -126684.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -126687.414062 Penalty: 731.210388
	Iteration 20F: 3 clusters Score -126687.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -126689.398438 Penalty: 731.210388
	Iteration 21Q: 3 clusters Score -126689.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -126691.226562 Penalty: 731.210388
	Iteration 22Q: 3 clusters Score -126691.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -126693.109375 Penalty: 731.210388
	Iteration 23Q: 3 clusters Score -126693.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -126693.984375 Penalty: 731.210388
	Iteration 24Q: 3 clusters Score -126694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -126695.281250 Penalty: 731.210388
	Iteration 25Q: 3 clusters Score -126695.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -126695.875000 Penalty: 731.210388
	Iteration 26Q: 3 clusters Score -126695.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -126696.320312 Penalty: 731.210388
	Iteration 27Q: 3 clusters Score -126696.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -126696.398438 Penalty: 731.210388
	Iteration 28Q: 3 clusters Score -126696.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -126696.632812 Penalty: 731.210388
	Iteration 29Q: 3 clusters Score -126696.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -126697.125000 Penalty: 731.210388
	Iteration 30Q: 3 clusters Score -126697.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -126697.898438 Penalty: 731.210388
	Iteration 31Q: 3 clusters Score -126697.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -126698.906250 Penalty: 731.210388
	Iteration 32Q: 3 clusters Score -126698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -126699.468750 Penalty: 731.210388
	Iteration 33Q: 3 clusters Score -126699.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -126700.250000 Penalty: 731.210388
	Iteration 34Q: 3 clusters Score -126700.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -126702.671875 Penalty: 731.210388
	Iteration 35Q: 3 clusters Score -126702.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -126705.156250 Penalty: 731.210388
	Iteration 36Q: 3 clusters Score -126705.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -126707.218750 Penalty: 731.210388
	Iteration 37Q: 3 clusters Score -126707.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -126708.554688 Penalty: 731.210388
	Iteration 38Q: 3 clusters Score -126708.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -126709.906250 Penalty: 731.210388
	Iteration 39Q: 3 clusters Score -126709.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -126712.125000 Penalty: 731.210388
	Iteration 40F: 3 clusters Score -126712.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -126713.679688 Penalty: 731.210388
	Iteration 41Q: 3 clusters Score -126713.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -126715.898438 Penalty: 731.210388
	Iteration 42Q: 3 clusters Score -126715.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -126717.710938 Penalty: 731.210388
	Iteration 43Q: 3 clusters Score -126717.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -126719.992188 Penalty: 731.210388
	Iteration 44Q: 3 clusters Score -126720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -126721.070312 Penalty: 731.210388
	Iteration 45Q: 3 clusters Score -126721.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -126721.507812 Penalty: 731.210388
	Iteration 46Q: 3 clusters Score -126721.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -126722.414062 Penalty: 731.210388
	Iteration 47Q: 3 clusters Score -126722.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -126722.929688 Penalty: 731.210388
	Iteration 48Q: 3 clusters Score -126722.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -126724.101562 Penalty: 731.210388
	Iteration 49Q: 3 clusters Score -126724.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -126725.296875 Penalty: 731.210388
	Iteration 50Q: 3 clusters Score -126725.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -126726.429688 Penalty: 731.210388
	Iteration 51Q: 3 clusters Score -126726.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -126727.429688 Penalty: 731.210388
	Iteration 52Q: 3 clusters Score -126727.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -126728.257812 Penalty: 731.210388
	Iteration 53Q: 3 clusters Score -126728.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -126728.703125 Penalty: 731.210388
	Iteration 54Q: 3 clusters Score -126728.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -126728.914062 Penalty: 731.210388
	Iteration 55Q: 3 clusters Score -126728.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -126729.570312 Penalty: 731.210388
	Iteration 56Q: 3 clusters Score -126729.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -126729.742188 Penalty: 731.210388
	Iteration 57Q: 3 clusters Score -126729.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -126729.929688 Penalty: 731.210388
	Iteration 58Q: 3 clusters Score -126729.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -126729.929688 Penalty: 731.210388
	Iteration 59F: 3 clusters Score -126729.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -33579.812500 Penalty: 306.585938
	Iteration 0F: 2 clusters Score -33579.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -32871.605469 Penalty: 613.171875
	Iteration 0F: 3 clusters Score -32871.61 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -33033.414062 Penalty: 613.171875
	Iteration 1F: 3 clusters Score -33033.41 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -33065.179688 Penalty: 613.171875
	Iteration 2F: 3 clusters Score -33065.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -33093.648438 Penalty: 613.171875
	Iteration 3F: 3 clusters Score -33093.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -33121.636719 Penalty: 613.171875
	Iteration 4F: 3 clusters Score -33121.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -33145.847656 Penalty: 613.171875
	Iteration 5Q: 3 clusters Score -33145.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33181.050781 Penalty: 613.171875
	Iteration 6Q: 3 clusters Score -33181.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33220.535156 Penalty: 613.171875
	Iteration 7F: 3 clusters Score -33220.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33252.855469 Penalty: 613.171875
	Iteration 8Q: 3 clusters Score -33252.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33282.183594 Penalty: 613.171875
	Iteration 9Q: 3 clusters Score -33282.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33304.375000 Penalty: 613.171875
	Iteration 10Q: 3 clusters Score -33304.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -33315.769531 Penalty: 613.171875
	Iteration 11Q: 3 clusters Score -33315.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -33325.910156 Penalty: 613.171875
	Iteration 12Q: 3 clusters Score -33325.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -33333.671875 Penalty: 613.171875
	Iteration 13Q: 3 clusters Score -33333.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -33335.984375 Penalty: 613.171875
	Iteration 14Q: 3 clusters Score -33335.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -33337.867188 Penalty: 613.171875
	Iteration 15Q: 3 clusters Score -33337.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -33339.730469 Penalty: 613.171875
	Iteration 16Q: 3 clusters Score -33339.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -33340.507812 Penalty: 613.171875
	Iteration 17Q: 3 clusters Score -33340.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -33340.507812 Penalty: 613.171875
	Iteration 18F: 3 clusters Score -33340.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Entering Unmasked Estep 
Score: -139280.015625 Penalty: 370.964325
	Iteration 0F: 2 clusters Score -139280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -136911.375000 Penalty: 741.928650
	Iteration 0F: 3 clusters Score -136911.4 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -137806.078125 Penalty: 741.928650
	Iteration 1F: 3 clusters Score -137806.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -137970.812500 Penalty: 741.928650
	Iteration 2F: 3 clusters Score -137970.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -138156.750000 Penalty: 741.928650
	Iteration 3F: 3 clusters Score -138156.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -138291.406250 Penalty: 741.928650
	Iteration 4F: 3 clusters Score -138291.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -138392.687500 Penalty: 741.928650
	Iteration 5F: 3 clusters Score -138392.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -138492.203125 Penalty: 741.928650
	Iteration 6Q: 3 clusters Score -138492.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -138579.328125 Penalty: 741.928650
	Iteration 7Q: 3 clusters Score -138579.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -138640.187500 Penalty: 741.928650
	Iteration 8Q: 3 clusters Score -138640.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -138694.093750 Penalty: 741.928650
	Iteration 9Q: 3 clusters Score -138694.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -138742.437500 Penalty: 741.928650
	Iteration 10Q: 3 clusters Score -138742.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -138790.109375 Penalty: 741.928650
	Iteration 11Q: 3 clusters Score -138790.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -138837.203125 Penalty: 741.928650
	Iteration 12Q: 3 clusters Score -138837.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -138881.187500 Penalty: 741.928650
	Iteration 13Q: 3 clusters Score -138881.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -138902.281250 Penalty: 741.928650
	Iteration 14Q: 3 clusters Score -138902.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -138930.156250 Penalty: 741.928650
	Iteration 15Q: 3 clusters Score -138930.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -138946.187500 Penalty: 741.928650
	Iteration 16Q: 3 clusters Score -138946.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -138966.453125 Penalty: 741.928650
	Iteration 17Q: 3 clusters Score -138966.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -138992.734375 Penalty: 741.928650
	Iteration 18Q: 3 clusters Score -138992.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -139023.640625 Penalty: 741.928650
	Iteration 19Q: 3 clusters Score -139023.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -139045.718750 Penalty: 741.928650
	Iteration 20F: 3 clusters Score -139045.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -139056.390625 Penalty: 741.928650
	Iteration 21Q: 3 clusters Score -139056.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -139060.984375 Penalty: 741.928650
	Iteration 22Q: 3 clusters Score -139061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -139064.640625 Penalty: 741.928650
	Iteration 23Q: 3 clusters Score -139064.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -139066.656250 Penalty: 741.928650
	Iteration 24Q: 3 clusters Score -139066.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -139070.484375 Penalty: 741.928650
	Iteration 25Q: 3 clusters Score -139070.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -139075.812500 Penalty: 741.928650
	Iteration 26Q: 3 clusters Score -139075.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -139078.875000 Penalty: 741.928650
	Iteration 27Q: 3 clusters Score -139078.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -139081.968750 Penalty: 741.928650
	Iteration 28Q: 3 clusters Score -139082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -139083.781250 Penalty: 741.928650
	Iteration 29Q: 3 clusters Score -139083.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -139086.921875 Penalty: 741.928650
	Iteration 30Q: 3 clusters Score -139086.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -139089.875000 Penalty: 741.928650
	Iteration 31Q: 3 clusters Score -139089.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -139091.500000 Penalty: 741.928650
	Iteration 32Q: 3 clusters Score -139091.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -139093.015625 Penalty: 741.928650
	Iteration 33Q: 3 clusters Score -139093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -139093.593750 Penalty: 741.928650
	Iteration 34Q: 3 clusters Score -139093.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -139094.796875 Penalty: 741.928650
	Iteration 35Q: 3 clusters Score -139094.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -139098.359375 Penalty: 741.928650
	Iteration 36Q: 3 clusters Score -139098.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -139101.234375 Penalty: 741.928650
	Iteration 37Q: 3 clusters Score -139101.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -139103.671875 Penalty: 741.928650
	Iteration 38Q: 3 clusters Score -139103.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -139106.453125 Penalty: 741.928650
	Iteration 39Q: 3 clusters Score -139106.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -139108.234375 Penalty: 741.928650
	Iteration 40F: 3 clusters Score -139108.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -139109.140625 Penalty: 741.928650
	Iteration 41Q: 3 clusters Score -139109.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -139110.000000 Penalty: 741.928650
	Iteration 42Q: 3 clusters Score -139110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -139110.828125 Penalty: 741.928650
	Iteration 43Q: 3 clusters Score -139110.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -139111.750000 Penalty: 741.928650
	Iteration 44Q: 3 clusters Score -139111.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -139111.750000 Penalty: 741.928650
	Iteration 45F: 3 clusters Score -139111.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Entering Unmasked Estep 
Score: -53897.128906 Penalty: 334.681671
	Iteration 0F: 2 clusters Score -53897.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -52785.652344 Penalty: 669.363342
	Iteration 0F: 3 clusters Score -52785.65 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -53254.070312 Penalty: 669.363342
	Iteration 1F: 3 clusters Score -53254.07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -53404.964844 Penalty: 669.363342
	Iteration 2F: 3 clusters Score -53404.96 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -53525.343750 Penalty: 669.363342
	Iteration 3F: 3 clusters Score -53525.34 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -53617.378906 Penalty: 669.363342
	Iteration 4F: 3 clusters Score -53617.38 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -53658.417969 Penalty: 669.363342
	Iteration 5Q: 3 clusters Score -53658.42 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -53682.875000 Penalty: 669.363342
	Iteration 6Q: 3 clusters Score -53682.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -53696.421875 Penalty: 669.363342
	Iteration 7Q: 3 clusters Score -53696.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -53701.964844 Penalty: 669.363342
	Iteration 8Q: 3 clusters Score -53701.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -53703.710938 Penalty: 669.363342
	Iteration 9Q: 3 clusters Score -53703.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -53704.949219 Penalty: 669.363342
	Iteration 10Q: 3 clusters Score -53704.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -53705.832031 Penalty: 669.363342
	Iteration 11Q: 3 clusters Score -53705.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -53705.972656 Penalty: 669.363342
	Iteration 12Q: 3 clusters Score -53705.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -53706.019531 Penalty: 669.363342
	Iteration 13Q: 3 clusters Score -53706.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -53706.066406 Penalty: 669.363342
	Iteration 14Q: 3 clusters Score -53706.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -53706.066406 Penalty: 669.363342
	Iteration 15F: 3 clusters Score -53706.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Entering Unmasked Estep 
Score: -249262.515625 Penalty: 397.997284
	Iteration 0F: 2 clusters Score -249262.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -245096.875000 Penalty: 795.994568
	Iteration 0F: 3 clusters Score -245096.9 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -246889.203125 Penalty: 795.994568
	Iteration 1F: 3 clusters Score -246889.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -247252.921875 Penalty: 795.994568
	Iteration 2F: 3 clusters Score -247252.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -247577.062500 Penalty: 795.994568
	Iteration 3F: 3 clusters Score -247577.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -247894.609375 Penalty: 795.994568
	Iteration 4F: 3 clusters Score -247894.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -248144.203125 Penalty: 795.994568
	Iteration 5F: 3 clusters Score -248144.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -248276.328125 Penalty: 795.994568
	Iteration 6Q: 3 clusters Score -248276.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -248345.562500 Penalty: 795.994568
	Iteration 7Q: 3 clusters Score -248345.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -248389.765625 Penalty: 795.994568
	Iteration 8Q: 3 clusters Score -248389.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -248423.796875 Penalty: 795.994568
	Iteration 9Q: 3 clusters Score -248423.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -248455.437500 Penalty: 795.994568
	Iteration 10Q: 3 clusters Score -248455.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -248495.953125 Penalty: 795.994568
	Iteration 11Q: 3 clusters Score -248496 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -248542.203125 Penalty: 795.994568
	Iteration 12Q: 3 clusters Score -248542.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -248589.953125 Penalty: 795.994568
	Iteration 13Q: 3 clusters Score -248590 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -248639.421875 Penalty: 795.994568
	Iteration 14Q: 3 clusters Score -248639.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -248702.468750 Penalty: 795.994568
	Iteration 15Q: 3 clusters Score -248702.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -248782.203125 Penalty: 795.994568
	Iteration 16Q: 3 clusters Score -248782.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -248843.703125 Penalty: 795.994568
	Iteration 17Q: 3 clusters Score -248843.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -248898.421875 Penalty: 795.994568
	Iteration 18Q: 3 clusters Score -248898.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -248941.906250 Penalty: 795.994568
	Iteration 19Q: 3 clusters Score -248941.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -248979.375000 Penalty: 795.994568
	Iteration 20F: 3 clusters Score -248979.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -249020.781250 Penalty: 795.994568
	Iteration 21Q: 3 clusters Score -249020.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -249054.281250 Penalty: 795.994568
	Iteration 22Q: 3 clusters Score -249054.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -249083.468750 Penalty: 795.994568
	Iteration 23Q: 3 clusters Score -249083.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -249100.437500 Penalty: 795.994568
	Iteration 24Q: 3 clusters Score -249100.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -249107.031250 Penalty: 795.994568
	Iteration 25Q: 3 clusters Score -249107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -249119.328125 Penalty: 795.994568
	Iteration 26Q: 3 clusters Score -249119.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -249126.984375 Penalty: 795.994568
	Iteration 27Q: 3 clusters Score -249127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -249132.484375 Penalty: 795.994568
	Iteration 28Q: 3 clusters Score -249132.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -249138.234375 Penalty: 795.994568
	Iteration 29Q: 3 clusters Score -249138.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -249141.859375 Penalty: 795.994568
	Iteration 30Q: 3 clusters Score -249141.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -249145.656250 Penalty: 795.994568
	Iteration 31Q: 3 clusters Score -249145.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -249148.046875 Penalty: 795.994568
	Iteration 32Q: 3 clusters Score -249148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -249149.781250 Penalty: 795.994568
	Iteration 33Q: 3 clusters Score -249149.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -249151.609375 Penalty: 795.994568
	Iteration 34Q: 3 clusters Score -249151.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -249153.343750 Penalty: 795.994568
	Iteration 35Q: 3 clusters Score -249153.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -249154.562500 Penalty: 795.994568
	Iteration 36Q: 3 clusters Score -249154.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -249157.312500 Penalty: 795.994568
	Iteration 37Q: 3 clusters Score -249157.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -249157.968750 Penalty: 795.994568
	Iteration 38Q: 3 clusters Score -249158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -249159.531250 Penalty: 795.994568
	Iteration 39Q: 3 clusters Score -249159.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -249160.156250 Penalty: 795.994568
	Iteration 40F: 3 clusters Score -249160.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Entering Unmasked Estep 
Score: -80249.093750 Penalty: 346.113251
	Iteration 0F: 2 clusters Score -80249.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -78814.132812 Penalty: 692.226501
	Iteration 0F: 3 clusters Score -78814.13 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -79465.515625 Penalty: 692.226501
	Iteration 1F: 3 clusters Score -79465.52 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -79661.117188 Penalty: 692.226501
	Iteration 2F: 3 clusters Score -79661.12 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -79810.710938 Penalty: 692.226501
	Iteration 3F: 3 clusters Score -79810.71 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -79937.882812 Penalty: 692.226501
	Iteration 4F: 3 clusters Score -79937.88 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80016.882812 Penalty: 692.226501
	Iteration 5Q: 3 clusters Score -80016.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80055.914062 Penalty: 692.226501
	Iteration 6Q: 3 clusters Score -80055.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -80073.765625 Penalty: 692.226501
	Iteration 7Q: 3 clusters Score -80073.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -80085.757812 Penalty: 692.226501
	Iteration 8Q: 3 clusters Score -80085.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -80096.484375 Penalty: 692.226501
	Iteration 9Q: 3 clusters Score -80096.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -80103.710938 Penalty: 692.226501
	Iteration 10Q: 3 clusters Score -80103.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80108.789062 Penalty: 692.226501
	Iteration 11Q: 3 clusters Score -80108.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -80111.664062 Penalty: 692.226501
	Iteration 12Q: 3 clusters Score -80111.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -80114.992188 Penalty: 692.226501
	Iteration 13Q: 3 clusters Score -80114.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -80115.734375 Penalty: 692.226501
	Iteration 14Q: 3 clusters Score -80115.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -80115.734375 Penalty: 692.226501
	Iteration 15F: 3 clusters Score -80115.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Entering Unmasked Estep 
Score: -93282.320312 Penalty: 353.679413
	Iteration 0F: 2 clusters Score -93282.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -91594.992188 Penalty: 707.358826
	Iteration 0F: 3 clusters Score -91594.99 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -92196.773438 Penalty: 707.358826
	Iteration 1F: 3 clusters Score -92196.77 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -92338.320312 Penalty: 707.358826
	Iteration 2F: 3 clusters Score -92338.32 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -92490.476562 Penalty: 707.358826
	Iteration 3F: 3 clusters Score -92490.48 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -92623.750000 Penalty: 707.358826
	Iteration 4F: 3 clusters Score -92623.75 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -92743.242188 Penalty: 707.358826
	Iteration 5F: 3 clusters Score -92743.24 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -92861.632812 Penalty: 707.358826
	Iteration 6F: 3 clusters Score -92861.63 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -92948.804688 Penalty: 707.358826
	Iteration 7F: 3 clusters Score -92948.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -93011.406250 Penalty: 707.358826
	Iteration 8Q: 3 clusters Score -93011.41 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -93056.796875 Penalty: 707.358826
	Iteration 9Q: 3 clusters Score -93056.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -93114.515625 Penalty: 707.358826
	Iteration 10Q: 3 clusters Score -93114.52 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -93169.796875 Penalty: 707.358826
	Iteration 11Q: 3 clusters Score -93169.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -93217.625000 Penalty: 707.358826
	Iteration 12Q: 3 clusters Score -93217.62 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -93294.242188 Penalty: 707.358826
	Iteration 13Q: 3 clusters Score -93294.24 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -93372.585938 Penalty: 707.358826
	Iteration 14Q: 3 clusters Score -93372.59 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -93429.890625 Penalty: 707.358826
	Iteration 15Q: 3 clusters Score -93429.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -93463.328125 Penalty: 707.358826
	Iteration 16Q: 3 clusters Score -93463.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -93476.101562 Penalty: 707.358826
	Iteration 17Q: 3 clusters Score -93476.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -93482.250000 Penalty: 707.358826
	Iteration 18Q: 3 clusters Score -93482.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -93483.835938 Penalty: 707.358826
	Iteration 19Q: 3 clusters Score -93483.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -93483.835938 Penalty: 707.358826
	Iteration 20F: 3 clusters Score -93483.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1373 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 643 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 57597 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2064 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1849 members 
Mstep: Class 41 contains 26446 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 934 members 
Mstep: Class 44 contains 5962 members 
Mstep: Class 45 contains 1554 members 
Mstep: Class 46 contains 432 members 
Mstep: Class 47 contains 710 members 
Entering Unmasked Estep 
Score: -28358766.000000 Penalty: 28871.457031
Splitting cluster 7 changes total score from -28358846.000000 to -28358766.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -57146.882812 Penalty: 325.321198
	Iteration 0F: 2 clusters Score -57146.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -56205.125000 Penalty: 650.642395
	Iteration 0F: 3 clusters Score -56205.12 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -56474.617188 Penalty: 650.642395
	Iteration 1F: 3 clusters Score -56474.62 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -56505.894531 Penalty: 650.642395
	Iteration 2F: 3 clusters Score -56505.89 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -56534.082031 Penalty: 650.642395
	Iteration 3Q: 3 clusters Score -56534.08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -56554.742188 Penalty: 650.642395
	Iteration 4Q: 3 clusters Score -56554.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -56571.878906 Penalty: 650.642395
	Iteration 5Q: 3 clusters Score -56571.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -56585.882812 Penalty: 650.642395
	Iteration 6Q: 3 clusters Score -56585.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -56598.695312 Penalty: 650.642395
	Iteration 7Q: 3 clusters Score -56598.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -56610.902344 Penalty: 650.642395
	Iteration 8Q: 3 clusters Score -56610.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -56619.117188 Penalty: 650.642395
	Iteration 9Q: 3 clusters Score -56619.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -56626.535156 Penalty: 650.642395
	Iteration 10Q: 3 clusters Score -56626.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -56632.984375 Penalty: 650.642395
	Iteration 11Q: 3 clusters Score -56632.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -56639.480469 Penalty: 650.642395
	Iteration 12Q: 3 clusters Score -56639.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -56644.050781 Penalty: 650.642395
	Iteration 13Q: 3 clusters Score -56644.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -56651.980469 Penalty: 650.642395
	Iteration 14Q: 3 clusters Score -56651.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -56660.613281 Penalty: 650.642395
	Iteration 15Q: 3 clusters Score -56660.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -56665.984375 Penalty: 650.642395
	Iteration 16Q: 3 clusters Score -56665.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -56675.085938 Penalty: 650.642395
	Iteration 17Q: 3 clusters Score -56675.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -56683.062500 Penalty: 650.642395
	Iteration 18Q: 3 clusters Score -56683.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -56690.214844 Penalty: 650.642395
	Iteration 19Q: 3 clusters Score -56690.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -56695.664062 Penalty: 650.642395
	Iteration 20F: 3 clusters Score -56695.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -56699.164062 Penalty: 650.642395
	Iteration 21Q: 3 clusters Score -56699.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -56702.785156 Penalty: 650.642395
	Iteration 22Q: 3 clusters Score -56702.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -56704.835938 Penalty: 650.642395
	Iteration 23Q: 3 clusters Score -56704.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -56710.238281 Penalty: 650.642395
	Iteration 24Q: 3 clusters Score -56710.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -56718.074219 Penalty: 650.642395
	Iteration 25Q: 3 clusters Score -56718.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -56733.835938 Penalty: 650.642395
	Iteration 26Q: 3 clusters Score -56733.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -56754.242188 Penalty: 650.642395
	Iteration 27Q: 3 clusters Score -56754.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -56766.125000 Penalty: 650.642395
	Iteration 28Q: 3 clusters Score -56766.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -56777.316406 Penalty: 650.642395
	Iteration 29Q: 3 clusters Score -56777.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -56784.367188 Penalty: 650.642395
	Iteration 30Q: 3 clusters Score -56784.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -56786.218750 Penalty: 650.642395
	Iteration 31Q: 3 clusters Score -56786.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -56788.296875 Penalty: 650.642395
	Iteration 32Q: 3 clusters Score -56788.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -56788.996094 Penalty: 650.642395
	Iteration 33Q: 3 clusters Score -56789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -56789.382812 Penalty: 650.642395
	Iteration 34Q: 3 clusters Score -56789.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -56789.734375 Penalty: 650.642395
	Iteration 35Q: 3 clusters Score -56789.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -56789.734375 Penalty: 650.642395
	Iteration 36F: 3 clusters Score -56789.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (282871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282871 members 
Entering Unmasked Estep 
Score: -11760804.000000 Penalty: 571.149963
	Iteration 0F: 2 clusters Score -1.17608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141612 members 
Mstep: Class 2 contains 141259 members 
Entering Unmasked Estep 
Score: -11568052.000000 Penalty: 1142.299927
	Iteration 0F: 3 clusters Score -1.156805e+07 nChanged 139492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143790 members 
Mstep: Class 2 contains 139081 members 
Entering Unmasked Estep 
Score: -11654096.000000 Penalty: 1142.299927
	Iteration 1F: 3 clusters Score -1.16541e+07 nChanged 9226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145044 members 
Mstep: Class 2 contains 137827 members 
Entering Unmasked Estep 
Score: -11656528.000000 Penalty: 1142.299927
	Iteration 2Q: 3 clusters Score -1.165653e+07 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147054 members 
Mstep: Class 2 contains 135817 members 
Entering Unmasked Estep 
Score: -11660183.000000 Penalty: 1142.299927
	Iteration 3Q: 3 clusters Score -1.166018e+07 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150210 members 
Mstep: Class 2 contains 132661 members 
Entering Unmasked Estep 
Score: -11664953.000000 Penalty: 1142.299927
	Iteration 4Q: 3 clusters Score -1.166495e+07 nChanged 12626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154968 members 
Mstep: Class 2 contains 127903 members 
Entering Unmasked Estep 
Score: -11670577.000000 Penalty: 1142.299927
	Iteration 5Q: 3 clusters Score -1.167058e+07 nChanged 12680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161672 members 
Mstep: Class 2 contains 121199 members 
Entering Unmasked Estep 
Score: -11676228.000000 Penalty: 1142.299927
	Iteration 6Q: 3 clusters Score -1.167623e+07 nChanged 12711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170919 members 
Mstep: Class 2 contains 111952 members 
Entering Unmasked Estep 
Score: -11682347.000000 Penalty: 1142.299927
	Iteration 7Q: 3 clusters Score -1.168235e+07 nChanged 13191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182294 members 
Mstep: Class 2 contains 100577 members 
Entering Unmasked Estep 
Score: -11688836.000000 Penalty: 1142.299927
	Iteration 8Q: 3 clusters Score -1.168884e+07 nChanged 14302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195852 members 
Mstep: Class 2 contains 87019 members 
Entering Unmasked Estep 
Score: -11696423.000000 Penalty: 1142.299927
	Iteration 9F: 3 clusters Score -1.169642e+07 nChanged 15347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210987 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -11705308.000000 Penalty: 1142.299927
	Iteration 10F: 3 clusters Score -1.170531e+07 nChanged 16170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227117 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -11715891.000000 Penalty: 1142.299927
	Iteration 11F: 3 clusters Score -1.171589e+07 nChanged 15906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243017 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -11727392.000000 Penalty: 1142.299927
	Iteration 12F: 3 clusters Score -1.172739e+07 nChanged 14277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257294 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -11738617.000000 Penalty: 1142.299927
	Iteration 13F: 3 clusters Score -1.173862e+07 nChanged 11332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268626 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -11748471.000000 Penalty: 1142.299927
	Iteration 14Q: 3 clusters Score -1.174847e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276061 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -11754983.000000 Penalty: 1142.299927
	Iteration 15Q: 3 clusters Score -1.175498e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279940 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -11758118.000000 Penalty: 1142.299927
	Iteration 16Q: 3 clusters Score -1.175812e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281651 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -11759456.000000 Penalty: 1142.299927
	Iteration 17Q: 3 clusters Score -1.175946e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282299 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -11759926.000000 Penalty: 1142.299927
	Iteration 18Q: 3 clusters Score -1.175993e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282551 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -11760109.000000 Penalty: 1142.299927
	Iteration 19Q: 3 clusters Score -1.176011e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282672 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11760172.000000 Penalty: 1142.299927
	Iteration 20F: 3 clusters Score -1.176017e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282720 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11760215.000000 Penalty: 1142.299927
	Iteration 21Q: 3 clusters Score -1.176022e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282737 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11760226.000000 Penalty: 1142.299927
	Iteration 22Q: 3 clusters Score -1.176023e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282752 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11760241.000000 Penalty: 1142.299927
	Iteration 23Q: 3 clusters Score -1.176024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282757 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11760237.000000 Penalty: 1142.299927
	Iteration 24Q: 3 clusters Score -1.176024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282768 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11760247.000000 Penalty: 1142.299927
	Iteration 25Q: 3 clusters Score -1.176025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282772 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11760258.000000 Penalty: 1142.299927
	Iteration 26Q: 3 clusters Score -1.176026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282776 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11760266.000000 Penalty: 1142.299927
	Iteration 27Q: 3 clusters Score -1.176027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282779 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11760261.000000 Penalty: 1142.299927
	Iteration 28Q: 3 clusters Score -1.176026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282778 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11760260.000000 Penalty: 1142.299927
	Iteration 29Q: 3 clusters Score -1.176026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282778 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11760260.000000 Penalty: 1142.299927
	Iteration 30F: 3 clusters Score -1.176026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Entering Unmasked Estep 
Score: -194821.812500 Penalty: 384.649109
	Iteration 0F: 2 clusters Score -194821.8 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 2358 members 
Entering Unmasked Estep 
Score: -191631.250000 Penalty: 769.298218
	Iteration 0F: 3 clusters Score -191631.2 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -192977.062500 Penalty: 769.298218
	Iteration 1F: 3 clusters Score -192977.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -193230.625000 Penalty: 769.298218
	Iteration 2F: 3 clusters Score -193230.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -193447.890625 Penalty: 769.298218
	Iteration 3F: 3 clusters Score -193447.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -193600.687500 Penalty: 769.298218
	Iteration 4F: 3 clusters Score -193600.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -193711.609375 Penalty: 769.298218
	Iteration 5Q: 3 clusters Score -193711.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -193809.218750 Penalty: 769.298218
	Iteration 6Q: 3 clusters Score -193809.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -193896.281250 Penalty: 769.298218
	Iteration 7Q: 3 clusters Score -193896.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -193960.015625 Penalty: 769.298218
	Iteration 8Q: 3 clusters Score -193960 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -194017.953125 Penalty: 769.298218
	Iteration 9Q: 3 clusters Score -194018 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -194097.984375 Penalty: 769.298218
	Iteration 10Q: 3 clusters Score -194098 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -194189.406250 Penalty: 769.298218
	Iteration 11Q: 3 clusters Score -194189.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -194267.546875 Penalty: 769.298218
	Iteration 12Q: 3 clusters Score -194267.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -194317.750000 Penalty: 769.298218
	Iteration 13Q: 3 clusters Score -194317.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -194374.484375 Penalty: 769.298218
	Iteration 14Q: 3 clusters Score -194374.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -194420.921875 Penalty: 769.298218
	Iteration 15Q: 3 clusters Score -194420.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -194452.390625 Penalty: 769.298218
	Iteration 16Q: 3 clusters Score -194452.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -194479.562500 Penalty: 769.298218
	Iteration 17Q: 3 clusters Score -194479.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -194498.859375 Penalty: 769.298218
	Iteration 18Q: 3 clusters Score -194498.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -194517.640625 Penalty: 769.298218
	Iteration 19Q: 3 clusters Score -194517.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -194536.328125 Penalty: 769.298218
	Iteration 20F: 3 clusters Score -194536.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -194549.875000 Penalty: 769.298218
	Iteration 21Q: 3 clusters Score -194549.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -194558.187500 Penalty: 769.298218
	Iteration 22Q: 3 clusters Score -194558.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -194562.609375 Penalty: 769.298218
	Iteration 23Q: 3 clusters Score -194562.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -194565.562500 Penalty: 769.298218
	Iteration 24Q: 3 clusters Score -194565.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -194567.859375 Penalty: 769.298218
	Iteration 25Q: 3 clusters Score -194567.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -194570.000000 Penalty: 769.298218
	Iteration 26Q: 3 clusters Score -194570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -194573.468750 Penalty: 769.298218
	Iteration 27Q: 3 clusters Score -194573.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -194575.968750 Penalty: 769.298218
	Iteration 28Q: 3 clusters Score -194576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -194577.140625 Penalty: 769.298218
	Iteration 29Q: 3 clusters Score -194577.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -194577.718750 Penalty: 769.298218
	Iteration 30Q: 3 clusters Score -194577.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -194578.453125 Penalty: 769.298218
	Iteration 31Q: 3 clusters Score -194578.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -194579.390625 Penalty: 769.298218
	Iteration 32Q: 3 clusters Score -194579.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -194580.453125 Penalty: 769.298218
	Iteration 33Q: 3 clusters Score -194580.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -194580.781250 Penalty: 769.298218
	Iteration 34Q: 3 clusters Score -194580.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -194581.359375 Penalty: 769.298218
	Iteration 35Q: 3 clusters Score -194581.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -194581.359375 Penalty: 769.298218
	Iteration 36F: 3 clusters Score -194581.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Entering Unmasked Estep 
Score: -589638.500000 Penalty: 435.882416
	Iteration 0F: 2 clusters Score -589638.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -580019.187500 Penalty: 871.764832
	Iteration 0F: 3 clusters Score -580019.2 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -584198.437500 Penalty: 871.764832
	Iteration 1F: 3 clusters Score -584198.4 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -584816.562500 Penalty: 871.764832
	Iteration 2F: 3 clusters Score -584816.6 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -585600.687500 Penalty: 871.764832
	Iteration 3F: 3 clusters Score -585600.7 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -586412.750000 Penalty: 871.764832
	Iteration 4F: 3 clusters Score -586412.8 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -587066.187500 Penalty: 871.764832
	Iteration 5F: 3 clusters Score -587066.2 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -587502.562500 Penalty: 871.764832
	Iteration 6Q: 3 clusters Score -587502.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -587759.000000 Penalty: 871.764832
	Iteration 7Q: 3 clusters Score -587759 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -587949.250000 Penalty: 871.764832
	Iteration 8Q: 3 clusters Score -587949.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -588133.125000 Penalty: 871.764832
	Iteration 9Q: 3 clusters Score -588133.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -588304.562500 Penalty: 871.764832
	Iteration 10Q: 3 clusters Score -588304.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -588474.875000 Penalty: 871.764832
	Iteration 11Q: 3 clusters Score -588474.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -588642.312500 Penalty: 871.764832
	Iteration 12Q: 3 clusters Score -588642.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -588817.812500 Penalty: 871.764832
	Iteration 13Q: 3 clusters Score -588817.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -588931.812500 Penalty: 871.764832
	Iteration 14Q: 3 clusters Score -588931.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -588994.562500 Penalty: 871.764832
	Iteration 15Q: 3 clusters Score -588994.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -589047.812500 Penalty: 871.764832
	Iteration 16Q: 3 clusters Score -589047.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -589082.250000 Penalty: 871.764832
	Iteration 17Q: 3 clusters Score -589082.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -589104.500000 Penalty: 871.764832
	Iteration 18Q: 3 clusters Score -589104.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -589116.312500 Penalty: 871.764832
	Iteration 19Q: 3 clusters Score -589116.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -589131.562500 Penalty: 871.764832
	Iteration 20F: 3 clusters Score -589131.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -589146.375000 Penalty: 871.764832
	Iteration 21Q: 3 clusters Score -589146.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -589158.312500 Penalty: 871.764832
	Iteration 22Q: 3 clusters Score -589158.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -589165.500000 Penalty: 871.764832
	Iteration 23Q: 3 clusters Score -589165.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -589173.562500 Penalty: 871.764832
	Iteration 24Q: 3 clusters Score -589173.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -589180.250000 Penalty: 871.764832
	Iteration 25Q: 3 clusters Score -589180.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -589187.000000 Penalty: 871.764832
	Iteration 26Q: 3 clusters Score -589187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -589192.937500 Penalty: 871.764832
	Iteration 27Q: 3 clusters Score -589192.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -589198.562500 Penalty: 871.764832
	Iteration 28Q: 3 clusters Score -589198.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -589203.875000 Penalty: 871.764832
	Iteration 29Q: 3 clusters Score -589203.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -589210.062500 Penalty: 871.764832
	Iteration 30Q: 3 clusters Score -589210.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -589216.812500 Penalty: 871.764832
	Iteration 31Q: 3 clusters Score -589216.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -589223.687500 Penalty: 871.764832
	Iteration 32Q: 3 clusters Score -589223.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -589229.312500 Penalty: 871.764832
	Iteration 33Q: 3 clusters Score -589229.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -589234.875000 Penalty: 871.764832
	Iteration 34Q: 3 clusters Score -589234.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -589239.687500 Penalty: 871.764832
	Iteration 35Q: 3 clusters Score -589239.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -589240.625000 Penalty: 871.764832
	Iteration 36Q: 3 clusters Score -589240.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -589244.562500 Penalty: 871.764832
	Iteration 37Q: 3 clusters Score -589244.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -589249.437500 Penalty: 871.764832
	Iteration 38Q: 3 clusters Score -589249.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -589257.500000 Penalty: 871.764832
	Iteration 39Q: 3 clusters Score -589257.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -589263.000000 Penalty: 871.764832
	Iteration 40F: 3 clusters Score -589263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -589271.187500 Penalty: 871.764832
	Iteration 41Q: 3 clusters Score -589271.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -589282.500000 Penalty: 871.764832
	Iteration 42Q: 3 clusters Score -589282.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -589302.312500 Penalty: 871.764832
	Iteration 43Q: 3 clusters Score -589302.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -589309.000000 Penalty: 871.764832
	Iteration 44Q: 3 clusters Score -589309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -589311.625000 Penalty: 871.764832
	Iteration 45Q: 3 clusters Score -589311.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -589314.687500 Penalty: 871.764832
	Iteration 46Q: 3 clusters Score -589314.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -589316.500000 Penalty: 871.764832
	Iteration 47Q: 3 clusters Score -589316.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -589319.000000 Penalty: 871.764832
	Iteration 48Q: 3 clusters Score -589319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -589322.500000 Penalty: 871.764832
	Iteration 49Q: 3 clusters Score -589322.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -589324.500000 Penalty: 871.764832
	Iteration 50Q: 3 clusters Score -589324.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -589325.500000 Penalty: 871.764832
	Iteration 51Q: 3 clusters Score -589325.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -589325.500000 Penalty: 871.764832
	Iteration 52F: 3 clusters Score -589325.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Entering Unmasked Estep 
Score: -513737.406250 Penalty: 431.830109
	Iteration 0F: 2 clusters Score -513737.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -504890.250000 Penalty: 863.660217
	Iteration 0F: 3 clusters Score -504890.2 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -508580.718750 Penalty: 863.660217
	Iteration 1F: 3 clusters Score -508580.7 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -508895.843750 Penalty: 863.660217
	Iteration 2F: 3 clusters Score -508895.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -509253.812500 Penalty: 863.660217
	Iteration 3F: 3 clusters Score -509253.8 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -509736.500000 Penalty: 863.660217
	Iteration 4F: 3 clusters Score -509736.5 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -510353.375000 Penalty: 863.660217
	Iteration 5F: 3 clusters Score -510353.4 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -511027.937500 Penalty: 863.660217
	Iteration 6F: 3 clusters Score -511027.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -511591.687500 Penalty: 863.660217
	Iteration 7F: 3 clusters Score -511591.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -511930.906250 Penalty: 863.660217
	Iteration 8Q: 3 clusters Score -511930.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -512147.187500 Penalty: 863.660217
	Iteration 9Q: 3 clusters Score -512147.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -512320.968750 Penalty: 863.660217
	Iteration 10Q: 3 clusters Score -512321 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -512457.968750 Penalty: 863.660217
	Iteration 11Q: 3 clusters Score -512458 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -512599.593750 Penalty: 863.660217
	Iteration 12Q: 3 clusters Score -512599.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -512727.000000 Penalty: 863.660217
	Iteration 13Q: 3 clusters Score -512727 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -512864.718750 Penalty: 863.660217
	Iteration 14Q: 3 clusters Score -512864.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -513008.343750 Penalty: 863.660217
	Iteration 15Q: 3 clusters Score -513008.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -513121.625000 Penalty: 863.660217
	Iteration 16Q: 3 clusters Score -513121.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -513206.062500 Penalty: 863.660217
	Iteration 17Q: 3 clusters Score -513206.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -513255.093750 Penalty: 863.660217
	Iteration 18Q: 3 clusters Score -513255.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -513291.281250 Penalty: 863.660217
	Iteration 19Q: 3 clusters Score -513291.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -513320.000000 Penalty: 863.660217
	Iteration 20F: 3 clusters Score -513320 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -513340.781250 Penalty: 863.660217
	Iteration 21Q: 3 clusters Score -513340.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -513358.687500 Penalty: 863.660217
	Iteration 22Q: 3 clusters Score -513358.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -513371.093750 Penalty: 863.660217
	Iteration 23Q: 3 clusters Score -513371.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -513377.625000 Penalty: 863.660217
	Iteration 24Q: 3 clusters Score -513377.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -513385.312500 Penalty: 863.660217
	Iteration 25Q: 3 clusters Score -513385.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -513398.750000 Penalty: 863.660217
	Iteration 26Q: 3 clusters Score -513398.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -513408.593750 Penalty: 863.660217
	Iteration 27Q: 3 clusters Score -513408.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -513416.218750 Penalty: 863.660217
	Iteration 28Q: 3 clusters Score -513416.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -513423.906250 Penalty: 863.660217
	Iteration 29Q: 3 clusters Score -513423.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -513427.125000 Penalty: 863.660217
	Iteration 30Q: 3 clusters Score -513427.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -513430.906250 Penalty: 863.660217
	Iteration 31Q: 3 clusters Score -513430.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -513432.406250 Penalty: 863.660217
	Iteration 32Q: 3 clusters Score -513432.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -513436.000000 Penalty: 863.660217
	Iteration 33Q: 3 clusters Score -513436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -513443.375000 Penalty: 863.660217
	Iteration 34Q: 3 clusters Score -513443.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -513445.000000 Penalty: 863.660217
	Iteration 35Q: 3 clusters Score -513445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -513446.625000 Penalty: 863.660217
	Iteration 36Q: 3 clusters Score -513446.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -513450.187500 Penalty: 863.660217
	Iteration 37Q: 3 clusters Score -513450.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -513454.250000 Penalty: 863.660217
	Iteration 38Q: 3 clusters Score -513454.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -513459.718750 Penalty: 863.660217
	Iteration 39Q: 3 clusters Score -513459.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -513462.062500 Penalty: 863.660217
	Iteration 40F: 3 clusters Score -513462.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -513465.687500 Penalty: 863.660217
	Iteration 41Q: 3 clusters Score -513465.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -513475.562500 Penalty: 863.660217
	Iteration 42Q: 3 clusters Score -513475.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -513484.781250 Penalty: 863.660217
	Iteration 43Q: 3 clusters Score -513484.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -513489.031250 Penalty: 863.660217
	Iteration 44Q: 3 clusters Score -513489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -513493.812500 Penalty: 863.660217
	Iteration 45Q: 3 clusters Score -513493.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -513496.218750 Penalty: 863.660217
	Iteration 46Q: 3 clusters Score -513496.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -513497.531250 Penalty: 863.660217
	Iteration 47Q: 3 clusters Score -513497.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -513498.625000 Penalty: 863.660217
	Iteration 48Q: 3 clusters Score -513498.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -513500.843750 Penalty: 863.660217
	Iteration 49Q: 3 clusters Score -513500.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -513501.906250 Penalty: 863.660217
	Iteration 50Q: 3 clusters Score -513501.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -513502.875000 Penalty: 863.660217
	Iteration 51Q: 3 clusters Score -513502.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -513503.218750 Penalty: 863.660217
	Iteration 52Q: 3 clusters Score -513503.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -513503.531250 Penalty: 863.660217
	Iteration 53Q: 3 clusters Score -513503.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -513503.906250 Penalty: 863.660217
	Iteration 54Q: 3 clusters Score -513503.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -513504.781250 Penalty: 863.660217
	Iteration 55Q: 3 clusters Score -513504.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -513505.718750 Penalty: 863.660217
	Iteration 56Q: 3 clusters Score -513505.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -513506.531250 Penalty: 863.660217
	Iteration 57Q: 3 clusters Score -513506.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -513506.968750 Penalty: 863.660217
	Iteration 58Q: 3 clusters Score -513507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -513508.687500 Penalty: 863.660217
	Iteration 59Q: 3 clusters Score -513508.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -513509.218750 Penalty: 863.660217
	Iteration 60F: 3 clusters Score -513509.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -513509.406250 Penalty: 863.660217
	Iteration 61Q: 3 clusters Score -513509.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -513508.593750 Penalty: 863.660217
	Iteration 62Q: 3 clusters Score -513508.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -513510.687500 Penalty: 863.660217
	Iteration 63Q: 3 clusters Score -513510.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -513509.750000 Penalty: 863.660217
	Iteration 64Q: 3 clusters Score -513509.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -513510.031250 Penalty: 863.660217
	Iteration 65Q: 3 clusters Score -513510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -513511.843750 Penalty: 863.660217
	Iteration 66Q: 3 clusters Score -513511.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -513510.968750 Penalty: 863.660217
	Iteration 67Q: 3 clusters Score -513511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -513511.656250 Penalty: 863.660217
	Iteration 68Q: 3 clusters Score -513511.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -513513.218750 Penalty: 863.660217
	Iteration 69Q: 3 clusters Score -513513.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -513514.343750 Penalty: 863.660217
	Iteration 70Q: 3 clusters Score -513514.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -513514.906250 Penalty: 863.660217
	Iteration 71Q: 3 clusters Score -513514.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -513515.500000 Penalty: 863.660217
	Iteration 72Q: 3 clusters Score -513515.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -513515.000000 Penalty: 863.660217
	Iteration 73Q: 3 clusters Score -513515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -513515.843750 Penalty: 863.660217
	Iteration 74Q: 3 clusters Score -513515.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -513515.125000 Penalty: 863.660217
	Iteration 75Q: 3 clusters Score -513515.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -513515.125000 Penalty: 863.660217
	Iteration 76F: 3 clusters Score -513515.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Entering Unmasked Estep 
Score: -1013202.000000 Penalty: 460.324646
	Iteration 0F: 2 clusters Score -1013202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -996770.187500 Penalty: 920.649292
	Iteration 0F: 3 clusters Score -996770.2 nChanged 11610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1003416.437500 Penalty: 920.649292
	Iteration 1F: 3 clusters Score -1003416 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1003741.375000 Penalty: 920.649292
	Iteration 2Q: 3 clusters Score -1003741 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1004201.187500 Penalty: 920.649292
	Iteration 3Q: 3 clusters Score -1004201 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1004917.937500 Penalty: 920.649292
	Iteration 4F: 3 clusters Score -1004918 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1005971.312500 Penalty: 920.649292
	Iteration 5F: 3 clusters Score -1005971 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1007235.937500 Penalty: 920.649292
	Iteration 6F: 3 clusters Score -1007236 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1008327.437500 Penalty: 920.649292
	Iteration 7F: 3 clusters Score -1008327 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1008941.187500 Penalty: 920.649292
	Iteration 8F: 3 clusters Score -1008941 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1009216.187500 Penalty: 920.649292
	Iteration 9Q: 3 clusters Score -1009216 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1009362.625000 Penalty: 920.649292
	Iteration 10Q: 3 clusters Score -1009363 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1009470.750000 Penalty: 920.649292
	Iteration 11Q: 3 clusters Score -1009471 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1009586.562500 Penalty: 920.649292
	Iteration 12Q: 3 clusters Score -1009587 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1009712.937500 Penalty: 920.649292
	Iteration 13Q: 3 clusters Score -1009713 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1009847.000000 Penalty: 920.649292
	Iteration 14Q: 3 clusters Score -1009847 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1009957.937500 Penalty: 920.649292
	Iteration 15Q: 3 clusters Score -1009958 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1010042.125000 Penalty: 920.649292
	Iteration 16Q: 3 clusters Score -1010042 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1010118.062500 Penalty: 920.649292
	Iteration 17Q: 3 clusters Score -1010118 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1010185.750000 Penalty: 920.649292
	Iteration 18Q: 3 clusters Score -1010186 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1010228.937500 Penalty: 920.649292
	Iteration 19Q: 3 clusters Score -1010229 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1010265.625000 Penalty: 920.649292
	Iteration 20F: 3 clusters Score -1010266 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1010304.812500 Penalty: 920.649292
	Iteration 21Q: 3 clusters Score -1010305 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1010335.312500 Penalty: 920.649292
	Iteration 22Q: 3 clusters Score -1010335 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1010363.812500 Penalty: 920.649292
	Iteration 23Q: 3 clusters Score -1010364 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1010382.000000 Penalty: 920.649292
	Iteration 24Q: 3 clusters Score -1010382 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1010398.812500 Penalty: 920.649292
	Iteration 25Q: 3 clusters Score -1010399 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1010418.312500 Penalty: 920.649292
	Iteration 26Q: 3 clusters Score -1010418 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1010444.437500 Penalty: 920.649292
	Iteration 27Q: 3 clusters Score -1010444 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1010474.375000 Penalty: 920.649292
	Iteration 28Q: 3 clusters Score -1010474 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1010498.062500 Penalty: 920.649292
	Iteration 29Q: 3 clusters Score -1010498 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1010519.375000 Penalty: 920.649292
	Iteration 30Q: 3 clusters Score -1010519 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1010532.875000 Penalty: 920.649292
	Iteration 31Q: 3 clusters Score -1010533 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1010545.312500 Penalty: 920.649292
	Iteration 32Q: 3 clusters Score -1010545 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1010572.812500 Penalty: 920.649292
	Iteration 33Q: 3 clusters Score -1010573 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1010605.187500 Penalty: 920.649292
	Iteration 34Q: 3 clusters Score -1010605 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1010634.125000 Penalty: 920.649292
	Iteration 35Q: 3 clusters Score -1010634 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -1010676.125000 Penalty: 920.649292
	Iteration 36Q: 3 clusters Score -1010676 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -1010706.375000 Penalty: 920.649292
	Iteration 37Q: 3 clusters Score -1010706 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1010739.812500 Penalty: 920.649292
	Iteration 38Q: 3 clusters Score -1010740 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -1010765.750000 Penalty: 920.649292
	Iteration 39Q: 3 clusters Score -1010766 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -1010787.187500 Penalty: 920.649292
	Iteration 40F: 3 clusters Score -1010787 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -1010819.750000 Penalty: 920.649292
	Iteration 41Q: 3 clusters Score -1010820 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1010850.937500 Penalty: 920.649292
	Iteration 42Q: 3 clusters Score -1010851 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -1010883.937500 Penalty: 920.649292
	Iteration 43Q: 3 clusters Score -1010884 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -1010917.687500 Penalty: 920.649292
	Iteration 44Q: 3 clusters Score -1010918 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -1010953.375000 Penalty: 920.649292
	Iteration 45Q: 3 clusters Score -1010953 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -1010986.625000 Penalty: 920.649292
	Iteration 46Q: 3 clusters Score -1010987 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -1011012.750000 Penalty: 920.649292
	Iteration 47Q: 3 clusters Score -1011013 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -1011038.250000 Penalty: 920.649292
	Iteration 48Q: 3 clusters Score -1011038 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -1011065.312500 Penalty: 920.649292
	Iteration 49Q: 3 clusters Score -1011065 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -1011105.375000 Penalty: 920.649292
	Iteration 50Q: 3 clusters Score -1011105 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -1011148.062500 Penalty: 920.649292
	Iteration 51Q: 3 clusters Score -1011148 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -1011191.187500 Penalty: 920.649292
	Iteration 52Q: 3 clusters Score -1011191 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -1011241.812500 Penalty: 920.649292
	Iteration 53Q: 3 clusters Score -1011242 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -1011287.500000 Penalty: 920.649292
	Iteration 54Q: 3 clusters Score -1011288 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -1011322.062500 Penalty: 920.649292
	Iteration 55Q: 3 clusters Score -1011322 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -1011346.125000 Penalty: 920.649292
	Iteration 56Q: 3 clusters Score -1011346 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -1011373.875000 Penalty: 920.649292
	Iteration 57Q: 3 clusters Score -1011374 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -1011410.750000 Penalty: 920.649292
	Iteration 58Q: 3 clusters Score -1011411 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -1011449.500000 Penalty: 920.649292
	Iteration 59Q: 3 clusters Score -1011450 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -1011482.375000 Penalty: 920.649292
	Iteration 60F: 3 clusters Score -1011482 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -1011517.062500 Penalty: 920.649292
	Iteration 61Q: 3 clusters Score -1011517 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -1011554.562500 Penalty: 920.649292
	Iteration 62Q: 3 clusters Score -1011555 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -1011595.625000 Penalty: 920.649292
	Iteration 63Q: 3 clusters Score -1011596 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -1011629.187500 Penalty: 920.649292
	Iteration 64Q: 3 clusters Score -1011629 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -1011671.187500 Penalty: 920.649292
	Iteration 65Q: 3 clusters Score -1011671 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -1011720.875000 Penalty: 920.649292
	Iteration 66Q: 3 clusters Score -1011721 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -1011783.250000 Penalty: 920.649292
	Iteration 67Q: 3 clusters Score -1011783 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -1011839.562500 Penalty: 920.649292
	Iteration 68Q: 3 clusters Score -1011840 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -1011885.125000 Penalty: 920.649292
	Iteration 69Q: 3 clusters Score -1011885 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -1011933.812500 Penalty: 920.649292
	Iteration 70Q: 3 clusters Score -1011934 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -1011990.562500 Penalty: 920.649292
	Iteration 71Q: 3 clusters Score -1011991 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -1012055.000000 Penalty: 920.649292
	Iteration 72Q: 3 clusters Score -1012055 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -1012126.375000 Penalty: 920.649292
	Iteration 73Q: 3 clusters Score -1012126 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -1012207.562500 Penalty: 920.649292
	Iteration 74Q: 3 clusters Score -1012208 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -1012290.500000 Penalty: 920.649292
	Iteration 75Q: 3 clusters Score -1012290 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -1012364.187500 Penalty: 920.649292
	Iteration 76Q: 3 clusters Score -1012364 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -1012422.125000 Penalty: 920.649292
	Iteration 77Q: 3 clusters Score -1012422 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -1012478.625000 Penalty: 920.649292
	Iteration 78Q: 3 clusters Score -1012479 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -1012524.687500 Penalty: 920.649292
	Iteration 79Q: 3 clusters Score -1012525 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -1012566.062500 Penalty: 920.649292
	Iteration 80F: 3 clusters Score -1012566 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -1012599.687500 Penalty: 920.649292
	Iteration 81Q: 3 clusters Score -1012600 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -1012643.437500 Penalty: 920.649292
	Iteration 82Q: 3 clusters Score -1012643 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -1012671.375000 Penalty: 920.649292
	Iteration 83Q: 3 clusters Score -1012671 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -1012686.437500 Penalty: 920.649292
	Iteration 84Q: 3 clusters Score -1012686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -1012697.437500 Penalty: 920.649292
	Iteration 85Q: 3 clusters Score -1012697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -1012708.750000 Penalty: 920.649292
	Iteration 86Q: 3 clusters Score -1012709 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -1012716.875000 Penalty: 920.649292
	Iteration 87Q: 3 clusters Score -1012717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -1012724.562500 Penalty: 920.649292
	Iteration 88Q: 3 clusters Score -1012725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -1012729.312500 Penalty: 920.649292
	Iteration 89Q: 3 clusters Score -1012729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -1012735.687500 Penalty: 920.649292
	Iteration 90Q: 3 clusters Score -1012736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -1012738.375000 Penalty: 920.649292
	Iteration 91Q: 3 clusters Score -1012738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -1012740.937500 Penalty: 920.649292
	Iteration 92Q: 3 clusters Score -1012741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -1012742.875000 Penalty: 920.649292
	Iteration 93Q: 3 clusters Score -1012743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -1012744.250000 Penalty: 920.649292
	Iteration 94Q: 3 clusters Score -1012744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -1012747.875000 Penalty: 920.649292
	Iteration 95Q: 3 clusters Score -1012748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -1012750.375000 Penalty: 920.649292
	Iteration 96Q: 3 clusters Score -1012750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -1012751.812500 Penalty: 920.649292
	Iteration 97Q: 3 clusters Score -1012752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -1012756.500000 Penalty: 920.649292
	Iteration 98Q: 3 clusters Score -1012756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -1012761.687500 Penalty: 920.649292
	Iteration 99Q: 3 clusters Score -1012762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -1012767.875000 Penalty: 920.649292
	Iteration 100F: 3 clusters Score -1012768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -1012770.375000 Penalty: 920.649292
	Iteration 101Q: 3 clusters Score -1012770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -1012777.812500 Penalty: 920.649292
	Iteration 102Q: 3 clusters Score -1012778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -1012783.750000 Penalty: 920.649292
	Iteration 103Q: 3 clusters Score -1012784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -1012787.625000 Penalty: 920.649292
	Iteration 104Q: 3 clusters Score -1012788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -1012790.875000 Penalty: 920.649292
	Iteration 105Q: 3 clusters Score -1012791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -1012793.812500 Penalty: 920.649292
	Iteration 106Q: 3 clusters Score -1012794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -1012797.937500 Penalty: 920.649292
	Iteration 107Q: 3 clusters Score -1012798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -1012801.312500 Penalty: 920.649292
	Iteration 108Q: 3 clusters Score -1012801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -1012801.375000 Penalty: 920.649292
	Iteration 109Q: 3 clusters Score -1012801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -1012803.625000 Penalty: 920.649292
	Iteration 110Q: 3 clusters Score -1012804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -1012805.187500 Penalty: 920.649292
	Iteration 111Q: 3 clusters Score -1012805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -1012806.125000 Penalty: 920.649292
	Iteration 112Q: 3 clusters Score -1012806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -1012808.812500 Penalty: 920.649292
	Iteration 113Q: 3 clusters Score -1012809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -1012809.937500 Penalty: 920.649292
	Iteration 114Q: 3 clusters Score -1012810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -1012811.875000 Penalty: 920.649292
	Iteration 115Q: 3 clusters Score -1012812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -1012813.312500 Penalty: 920.649292
	Iteration 116Q: 3 clusters Score -1012813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -1012813.312500 Penalty: 920.649292
	Iteration 117F: 3 clusters Score -1012813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Entering Unmasked Estep 
Score: -134763.062500 Penalty: 371.446350
	Iteration 0F: 2 clusters Score -134763.1 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 1728 members 
Entering Unmasked Estep 
Score: -132318.843750 Penalty: 742.892700
	Iteration 0F: 3 clusters Score -132318.8 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -133259.031250 Penalty: 742.892700
	Iteration 1F: 3 clusters Score -133259 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -133355.218750 Penalty: 742.892700
	Iteration 2F: 3 clusters Score -133355.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -133432.796875 Penalty: 742.892700
	Iteration 3Q: 3 clusters Score -133432.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -133517.484375 Penalty: 742.892700
	Iteration 4Q: 3 clusters Score -133517.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -133583.609375 Penalty: 742.892700
	Iteration 5Q: 3 clusters Score -133583.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -133654.718750 Penalty: 742.892700
	Iteration 6Q: 3 clusters Score -133654.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -133738.968750 Penalty: 742.892700
	Iteration 7Q: 3 clusters Score -133739 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -133833.109375 Penalty: 742.892700
	Iteration 8Q: 3 clusters Score -133833.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -133916.921875 Penalty: 742.892700
	Iteration 9Q: 3 clusters Score -133916.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -133980.718750 Penalty: 742.892700
	Iteration 10Q: 3 clusters Score -133980.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -134032.171875 Penalty: 742.892700
	Iteration 11Q: 3 clusters Score -134032.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -134080.031250 Penalty: 742.892700
	Iteration 12Q: 3 clusters Score -134080 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -134120.875000 Penalty: 742.892700
	Iteration 13Q: 3 clusters Score -134120.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -134145.296875 Penalty: 742.892700
	Iteration 14Q: 3 clusters Score -134145.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -134164.171875 Penalty: 742.892700
	Iteration 15Q: 3 clusters Score -134164.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -134178.468750 Penalty: 742.892700
	Iteration 16Q: 3 clusters Score -134178.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -134187.296875 Penalty: 742.892700
	Iteration 17Q: 3 clusters Score -134187.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -134196.921875 Penalty: 742.892700
	Iteration 18Q: 3 clusters Score -134196.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -134206.281250 Penalty: 742.892700
	Iteration 19Q: 3 clusters Score -134206.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -134214.703125 Penalty: 742.892700
	Iteration 20F: 3 clusters Score -134214.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -134226.687500 Penalty: 742.892700
	Iteration 21Q: 3 clusters Score -134226.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -134234.781250 Penalty: 742.892700
	Iteration 22Q: 3 clusters Score -134234.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -134240.406250 Penalty: 742.892700
	Iteration 23Q: 3 clusters Score -134240.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -134246.593750 Penalty: 742.892700
	Iteration 24Q: 3 clusters Score -134246.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -134252.468750 Penalty: 742.892700
	Iteration 25Q: 3 clusters Score -134252.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -134254.546875 Penalty: 742.892700
	Iteration 26Q: 3 clusters Score -134254.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -134255.515625 Penalty: 742.892700
	Iteration 27Q: 3 clusters Score -134255.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -134257.234375 Penalty: 742.892700
	Iteration 28Q: 3 clusters Score -134257.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -134257.546875 Penalty: 742.892700
	Iteration 29Q: 3 clusters Score -134257.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -134258.265625 Penalty: 742.892700
	Iteration 30Q: 3 clusters Score -134258.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -134259.140625 Penalty: 742.892700
	Iteration 31Q: 3 clusters Score -134259.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -134259.656250 Penalty: 742.892700
	Iteration 32Q: 3 clusters Score -134259.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -134259.437500 Penalty: 742.892700
	Iteration 33Q: 3 clusters Score -134259.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -134259.859375 Penalty: 742.892700
	Iteration 34Q: 3 clusters Score -134259.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -134260.468750 Penalty: 742.892700
	Iteration 35Q: 3 clusters Score -134260.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -134260.750000 Penalty: 742.892700
	Iteration 36Q: 3 clusters Score -134260.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -134261.203125 Penalty: 742.892700
	Iteration 37Q: 3 clusters Score -134261.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -134261.203125 Penalty: 742.892700
	Iteration 38F: 3 clusters Score -134261.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -89138.507812 Penalty: 351.321381
	Iteration 0F: 2 clusters Score -89138.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -87529.359375 Penalty: 702.642761
	Iteration 0F: 3 clusters Score -87529.36 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -88076.429688 Penalty: 702.642761
	Iteration 1F: 3 clusters Score -88076.43 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -88174.406250 Penalty: 702.642761
	Iteration 2F: 3 clusters Score -88174.41 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -88252.296875 Penalty: 702.642761
	Iteration 3F: 3 clusters Score -88252.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -88326.976562 Penalty: 702.642761
	Iteration 4F: 3 clusters Score -88326.98 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -88401.992188 Penalty: 702.642761
	Iteration 5F: 3 clusters Score -88401.99 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -88458.835938 Penalty: 702.642761
	Iteration 6Q: 3 clusters Score -88458.84 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -88506.750000 Penalty: 702.642761
	Iteration 7Q: 3 clusters Score -88506.75 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -88547.703125 Penalty: 702.642761
	Iteration 8Q: 3 clusters Score -88547.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -88579.554688 Penalty: 702.642761
	Iteration 9Q: 3 clusters Score -88579.55 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -88599.953125 Penalty: 702.642761
	Iteration 10Q: 3 clusters Score -88599.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -88610.835938 Penalty: 702.642761
	Iteration 11Q: 3 clusters Score -88610.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -88617.320312 Penalty: 702.642761
	Iteration 12Q: 3 clusters Score -88617.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -88625.726562 Penalty: 702.642761
	Iteration 13Q: 3 clusters Score -88625.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -88635.437500 Penalty: 702.642761
	Iteration 14Q: 3 clusters Score -88635.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -88641.195312 Penalty: 702.642761
	Iteration 15Q: 3 clusters Score -88641.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -88648.515625 Penalty: 702.642761
	Iteration 16Q: 3 clusters Score -88648.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -88655.046875 Penalty: 702.642761
	Iteration 17Q: 3 clusters Score -88655.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -88663.132812 Penalty: 702.642761
	Iteration 18Q: 3 clusters Score -88663.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -88668.570312 Penalty: 702.642761
	Iteration 19Q: 3 clusters Score -88668.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -88677.140625 Penalty: 702.642761
	Iteration 20F: 3 clusters Score -88677.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -88684.710938 Penalty: 702.642761
	Iteration 21Q: 3 clusters Score -88684.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -88687.601562 Penalty: 702.642761
	Iteration 22Q: 3 clusters Score -88687.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -88691.304688 Penalty: 702.642761
	Iteration 23Q: 3 clusters Score -88691.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -88697.203125 Penalty: 702.642761
	Iteration 24Q: 3 clusters Score -88697.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -88701.656250 Penalty: 702.642761
	Iteration 25Q: 3 clusters Score -88701.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -88705.078125 Penalty: 702.642761
	Iteration 26Q: 3 clusters Score -88705.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -88707.625000 Penalty: 702.642761
	Iteration 27Q: 3 clusters Score -88707.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -88708.867188 Penalty: 702.642761
	Iteration 28Q: 3 clusters Score -88708.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -88709.570312 Penalty: 702.642761
	Iteration 29Q: 3 clusters Score -88709.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -88710.226562 Penalty: 702.642761
	Iteration 30Q: 3 clusters Score -88710.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -88710.468750 Penalty: 702.642761
	Iteration 31Q: 3 clusters Score -88710.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -88710.609375 Penalty: 702.642761
	Iteration 32Q: 3 clusters Score -88710.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -88710.703125 Penalty: 702.642761
	Iteration 33Q: 3 clusters Score -88710.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -88710.703125 Penalty: 702.642761
	Iteration 34F: 3 clusters Score -88710.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Entering Unmasked Estep 
Score: -70217.835938 Penalty: 341.524902
	Iteration 0F: 2 clusters Score -70217.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -68861.335938 Penalty: 683.049805
	Iteration 0F: 3 clusters Score -68861.34 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -69293.546875 Penalty: 683.049805
	Iteration 1F: 3 clusters Score -69293.55 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -69435.382812 Penalty: 683.049805
	Iteration 2F: 3 clusters Score -69435.38 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -69571.367188 Penalty: 683.049805
	Iteration 3F: 3 clusters Score -69571.37 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -69698.937500 Penalty: 683.049805
	Iteration 4F: 3 clusters Score -69698.94 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -69791.187500 Penalty: 683.049805
	Iteration 5F: 3 clusters Score -69791.19 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -69858.820312 Penalty: 683.049805
	Iteration 6Q: 3 clusters Score -69858.82 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -69904.953125 Penalty: 683.049805
	Iteration 7Q: 3 clusters Score -69904.95 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69950.273438 Penalty: 683.049805
	Iteration 8Q: 3 clusters Score -69950.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69985.750000 Penalty: 683.049805
	Iteration 9Q: 3 clusters Score -69985.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -70013.125000 Penalty: 683.049805
	Iteration 10Q: 3 clusters Score -70013.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -70028.742188 Penalty: 683.049805
	Iteration 11Q: 3 clusters Score -70028.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -70041.296875 Penalty: 683.049805
	Iteration 12Q: 3 clusters Score -70041.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -70048.593750 Penalty: 683.049805
	Iteration 13Q: 3 clusters Score -70048.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70052.664062 Penalty: 683.049805
	Iteration 14Q: 3 clusters Score -70052.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70054.984375 Penalty: 683.049805
	Iteration 15Q: 3 clusters Score -70054.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70059.671875 Penalty: 683.049805
	Iteration 16Q: 3 clusters Score -70059.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70063.031250 Penalty: 683.049805
	Iteration 17Q: 3 clusters Score -70063.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70065.460938 Penalty: 683.049805
	Iteration 18Q: 3 clusters Score -70065.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70066.796875 Penalty: 683.049805
	Iteration 19Q: 3 clusters Score -70066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -70068.859375 Penalty: 683.049805
	Iteration 20F: 3 clusters Score -70068.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -70070.031250 Penalty: 683.049805
	Iteration 21Q: 3 clusters Score -70070.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -70070.460938 Penalty: 683.049805
	Iteration 22Q: 3 clusters Score -70070.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -70070.460938 Penalty: 683.049805
	Iteration 23F: 3 clusters Score -70070.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Entering Unmasked Estep 
Score: -143320.609375 Penalty: 373.893463
	Iteration 0F: 2 clusters Score -143320.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -140852.109375 Penalty: 747.786926
	Iteration 0F: 3 clusters Score -140852.1 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -141865.406250 Penalty: 747.786926
	Iteration 1F: 3 clusters Score -141865.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -142032.203125 Penalty: 747.786926
	Iteration 2F: 3 clusters Score -142032.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -142239.765625 Penalty: 747.786926
	Iteration 3F: 3 clusters Score -142239.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -142432.593750 Penalty: 747.786926
	Iteration 4F: 3 clusters Score -142432.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -142570.156250 Penalty: 747.786926
	Iteration 5F: 3 clusters Score -142570.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -142677.640625 Penalty: 747.786926
	Iteration 6Q: 3 clusters Score -142677.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -142741.359375 Penalty: 747.786926
	Iteration 7Q: 3 clusters Score -142741.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -142768.750000 Penalty: 747.786926
	Iteration 8Q: 3 clusters Score -142768.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -142791.671875 Penalty: 747.786926
	Iteration 9Q: 3 clusters Score -142791.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -142808.250000 Penalty: 747.786926
	Iteration 10Q: 3 clusters Score -142808.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -142819.921875 Penalty: 747.786926
	Iteration 11Q: 3 clusters Score -142819.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -142827.953125 Penalty: 747.786926
	Iteration 12Q: 3 clusters Score -142828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -142832.656250 Penalty: 747.786926
	Iteration 13Q: 3 clusters Score -142832.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -142835.453125 Penalty: 747.786926
	Iteration 14Q: 3 clusters Score -142835.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -142838.750000 Penalty: 747.786926
	Iteration 15Q: 3 clusters Score -142838.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -142842.140625 Penalty: 747.786926
	Iteration 16Q: 3 clusters Score -142842.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -142843.984375 Penalty: 747.786926
	Iteration 17Q: 3 clusters Score -142844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -142845.093750 Penalty: 747.786926
	Iteration 18Q: 3 clusters Score -142845.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -142846.343750 Penalty: 747.786926
	Iteration 19Q: 3 clusters Score -142846.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -142847.515625 Penalty: 747.786926
	Iteration 20F: 3 clusters Score -142847.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -142848.609375 Penalty: 747.786926
	Iteration 21Q: 3 clusters Score -142848.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -142849.234375 Penalty: 747.786926
	Iteration 22Q: 3 clusters Score -142849.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -142849.140625 Penalty: 747.786926
	Iteration 23Q: 3 clusters Score -142849.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -142849.437500 Penalty: 747.786926
	Iteration 24Q: 3 clusters Score -142849.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -142849.671875 Penalty: 747.786926
	Iteration 25Q: 3 clusters Score -142849.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -142849.828125 Penalty: 747.786926
	Iteration 26Q: 3 clusters Score -142849.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -142849.859375 Penalty: 747.786926
	Iteration 27Q: 3 clusters Score -142849.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -142849.828125 Penalty: 747.786926
	Iteration 28Q: 3 clusters Score -142849.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -142849.890625 Penalty: 747.786926
	Iteration 29Q: 3 clusters Score -142849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -142849.890625 Penalty: 747.786926
	Iteration 30F: 3 clusters Score -142849.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Entering Unmasked Estep 
Score: -185606.062500 Penalty: 384.132355
	Iteration 0F: 2 clusters Score -185606.1 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 2350 members 
Entering Unmasked Estep 
Score: -182404.781250 Penalty: 768.264709
	Iteration 0F: 3 clusters Score -182404.8 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -183575.515625 Penalty: 768.264709
	Iteration 1F: 3 clusters Score -183575.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -183713.781250 Penalty: 768.264709
	Iteration 2F: 3 clusters Score -183713.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -183863.015625 Penalty: 768.264709
	Iteration 3F: 3 clusters Score -183863 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -184044.656250 Penalty: 768.264709
	Iteration 4F: 3 clusters Score -184044.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -184304.109375 Penalty: 768.264709
	Iteration 5F: 3 clusters Score -184304.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -184588.250000 Penalty: 768.264709
	Iteration 6F: 3 clusters Score -184588.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -184802.593750 Penalty: 768.264709
	Iteration 7F: 3 clusters Score -184802.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -184985.765625 Penalty: 768.264709
	Iteration 8Q: 3 clusters Score -184985.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -185103.031250 Penalty: 768.264709
	Iteration 9Q: 3 clusters Score -185103 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -185189.984375 Penalty: 768.264709
	Iteration 10Q: 3 clusters Score -185190 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -185246.578125 Penalty: 768.264709
	Iteration 11Q: 3 clusters Score -185246.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -185278.296875 Penalty: 768.264709
	Iteration 12Q: 3 clusters Score -185278.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -185306.640625 Penalty: 768.264709
	Iteration 13Q: 3 clusters Score -185306.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -185324.250000 Penalty: 768.264709
	Iteration 14Q: 3 clusters Score -185324.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -185336.781250 Penalty: 768.264709
	Iteration 15Q: 3 clusters Score -185336.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -185343.703125 Penalty: 768.264709
	Iteration 16Q: 3 clusters Score -185343.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -185349.171875 Penalty: 768.264709
	Iteration 17Q: 3 clusters Score -185349.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -185351.578125 Penalty: 768.264709
	Iteration 18Q: 3 clusters Score -185351.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -185354.328125 Penalty: 768.264709
	Iteration 19Q: 3 clusters Score -185354.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -185359.203125 Penalty: 768.264709
	Iteration 20F: 3 clusters Score -185359.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -185361.843750 Penalty: 768.264709
	Iteration 21Q: 3 clusters Score -185361.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -185365.843750 Penalty: 768.264709
	Iteration 22Q: 3 clusters Score -185365.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -185368.750000 Penalty: 768.264709
	Iteration 23Q: 3 clusters Score -185368.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -185370.421875 Penalty: 768.264709
	Iteration 24Q: 3 clusters Score -185370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -185371.562500 Penalty: 768.264709
	Iteration 25Q: 3 clusters Score -185371.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -185371.609375 Penalty: 768.264709
	Iteration 26Q: 3 clusters Score -185371.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -185371.781250 Penalty: 768.264709
	Iteration 27Q: 3 clusters Score -185371.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -185371.781250 Penalty: 768.264709
	Iteration 28F: 3 clusters Score -185371.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Entering Unmasked Estep 
Score: -49566.000000 Penalty: 328.726288
	Iteration 0F: 2 clusters Score -49566 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 676 members 
Entering Unmasked Estep 
Score: -48551.453125 Penalty: 657.452576
	Iteration 0F: 3 clusters Score -48551.45 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -48912.390625 Penalty: 657.452576
	Iteration 1F: 3 clusters Score -48912.39 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -49035.421875 Penalty: 657.452576
	Iteration 2F: 3 clusters Score -49035.42 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -49135.839844 Penalty: 657.452576
	Iteration 3F: 3 clusters Score -49135.84 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -49197.140625 Penalty: 657.452576
	Iteration 4F: 3 clusters Score -49197.14 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -49239.710938 Penalty: 657.452576
	Iteration 5Q: 3 clusters Score -49239.71 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -49271.566406 Penalty: 657.452576
	Iteration 6Q: 3 clusters Score -49271.57 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -49292.089844 Penalty: 657.452576
	Iteration 7Q: 3 clusters Score -49292.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -49307.761719 Penalty: 657.452576
	Iteration 8Q: 3 clusters Score -49307.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -49321.285156 Penalty: 657.452576
	Iteration 9Q: 3 clusters Score -49321.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -49329.824219 Penalty: 657.452576
	Iteration 10Q: 3 clusters Score -49329.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -49335.066406 Penalty: 657.452576
	Iteration 11Q: 3 clusters Score -49335.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -49337.164062 Penalty: 657.452576
	Iteration 12Q: 3 clusters Score -49337.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -49337.703125 Penalty: 657.452576
	Iteration 13Q: 3 clusters Score -49337.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -49337.843750 Penalty: 657.452576
	Iteration 14Q: 3 clusters Score -49337.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -49337.843750 Penalty: 657.452576
	Iteration 15F: 3 clusters Score -49337.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -104526.179688 Penalty: 357.848572
	Iteration 0F: 2 clusters Score -104526.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -102698.289062 Penalty: 715.697144
	Iteration 0F: 3 clusters Score -102698.3 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -103485.093750 Penalty: 715.697144
	Iteration 1F: 3 clusters Score -103485.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -103686.265625 Penalty: 715.697144
	Iteration 2F: 3 clusters Score -103686.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -103829.750000 Penalty: 715.697144
	Iteration 3F: 3 clusters Score -103829.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -103930.062500 Penalty: 715.697144
	Iteration 4F: 3 clusters Score -103930.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -104011.718750 Penalty: 715.697144
	Iteration 5Q: 3 clusters Score -104011.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -104053.390625 Penalty: 715.697144
	Iteration 6Q: 3 clusters Score -104053.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -104095.398438 Penalty: 715.697144
	Iteration 7Q: 3 clusters Score -104095.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -104134.414062 Penalty: 715.697144
	Iteration 8Q: 3 clusters Score -104134.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -104168.304688 Penalty: 715.697144
	Iteration 9Q: 3 clusters Score -104168.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -104183.210938 Penalty: 715.697144
	Iteration 10Q: 3 clusters Score -104183.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -104193.875000 Penalty: 715.697144
	Iteration 11Q: 3 clusters Score -104193.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -104200.140625 Penalty: 715.697144
	Iteration 12Q: 3 clusters Score -104200.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -104206.703125 Penalty: 715.697144
	Iteration 13Q: 3 clusters Score -104206.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -104211.226562 Penalty: 715.697144
	Iteration 14Q: 3 clusters Score -104211.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -104213.460938 Penalty: 715.697144
	Iteration 15Q: 3 clusters Score -104213.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -104215.398438 Penalty: 715.697144
	Iteration 16Q: 3 clusters Score -104215.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -104217.203125 Penalty: 715.697144
	Iteration 17Q: 3 clusters Score -104217.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -104217.953125 Penalty: 715.697144
	Iteration 18Q: 3 clusters Score -104218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -104220.218750 Penalty: 715.697144
	Iteration 19Q: 3 clusters Score -104220.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -104223.351562 Penalty: 715.697144
	Iteration 20F: 3 clusters Score -104223.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -104225.570312 Penalty: 715.697144
	Iteration 21Q: 3 clusters Score -104225.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -104225.906250 Penalty: 715.697144
	Iteration 22Q: 3 clusters Score -104225.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -104226.289062 Penalty: 715.697144
	Iteration 23Q: 3 clusters Score -104226.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -104226.382812 Penalty: 715.697144
	Iteration 24Q: 3 clusters Score -104226.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -104226.382812 Penalty: 715.697144
	Iteration 25F: 3 clusters Score -104226.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -24761.408203 Penalty: 294.209564
	Iteration 0F: 2 clusters Score -24761.41 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 323 members 
Entering Unmasked Estep 
Score: -24164.390625 Penalty: 588.419128
	Iteration 0F: 3 clusters Score -24164.39 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -24312.636719 Penalty: 588.419128
	Iteration 1F: 3 clusters Score -24312.64 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24336.919922 Penalty: 588.419128
	Iteration 2F: 3 clusters Score -24336.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -24353.996094 Penalty: 588.419128
	Iteration 3Q: 3 clusters Score -24354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -24367.412109 Penalty: 588.419128
	Iteration 4Q: 3 clusters Score -24367.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -24374.617188 Penalty: 588.419128
	Iteration 5Q: 3 clusters Score -24374.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24382.105469 Penalty: 588.419128
	Iteration 6Q: 3 clusters Score -24382.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24387.964844 Penalty: 588.419128
	Iteration 7Q: 3 clusters Score -24387.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24396.191406 Penalty: 588.419128
	Iteration 8Q: 3 clusters Score -24396.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24403.039062 Penalty: 588.419128
	Iteration 9Q: 3 clusters Score -24403.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24409.431641 Penalty: 588.419128
	Iteration 10Q: 3 clusters Score -24409.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24414.591797 Penalty: 588.419128
	Iteration 11Q: 3 clusters Score -24414.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24419.986328 Penalty: 588.419128
	Iteration 12Q: 3 clusters Score -24419.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24425.261719 Penalty: 588.419128
	Iteration 13Q: 3 clusters Score -24425.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24433.158203 Penalty: 588.419128
	Iteration 14Q: 3 clusters Score -24433.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24439.824219 Penalty: 588.419128
	Iteration 15Q: 3 clusters Score -24439.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24446.724609 Penalty: 588.419128
	Iteration 16Q: 3 clusters Score -24446.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24449.267578 Penalty: 588.419128
	Iteration 17Q: 3 clusters Score -24449.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24451.935547 Penalty: 588.419128
	Iteration 18Q: 3 clusters Score -24451.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24452.250000 Penalty: 588.419128
	Iteration 19Q: 3 clusters Score -24452.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24452.250000 Penalty: 588.419128
	Iteration 20F: 3 clusters Score -24452.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -130028.687500 Penalty: 366.393982
	Iteration 0F: 2 clusters Score -130028.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -127838.828125 Penalty: 732.787964
	Iteration 0F: 3 clusters Score -127838.8 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -128624.640625 Penalty: 732.787964
	Iteration 1F: 3 clusters Score -128624.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -128764.492188 Penalty: 732.787964
	Iteration 2F: 3 clusters Score -128764.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -128905.437500 Penalty: 732.787964
	Iteration 3F: 3 clusters Score -128905.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -129035.664062 Penalty: 732.787964
	Iteration 4F: 3 clusters Score -129035.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -129135.531250 Penalty: 732.787964
	Iteration 5F: 3 clusters Score -129135.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -129221.070312 Penalty: 732.787964
	Iteration 6F: 3 clusters Score -129221.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -129310.507812 Penalty: 732.787964
	Iteration 7Q: 3 clusters Score -129310.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -129395.625000 Penalty: 732.787964
	Iteration 8Q: 3 clusters Score -129395.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -129461.468750 Penalty: 732.787964
	Iteration 9Q: 3 clusters Score -129461.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -129512.789062 Penalty: 732.787964
	Iteration 10Q: 3 clusters Score -129512.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -129568.109375 Penalty: 732.787964
	Iteration 11Q: 3 clusters Score -129568.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -129620.125000 Penalty: 732.787964
	Iteration 12Q: 3 clusters Score -129620.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -129656.382812 Penalty: 732.787964
	Iteration 13Q: 3 clusters Score -129656.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -129678.140625 Penalty: 732.787964
	Iteration 14Q: 3 clusters Score -129678.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -129689.726562 Penalty: 732.787964
	Iteration 15Q: 3 clusters Score -129689.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -129696.039062 Penalty: 732.787964
	Iteration 16Q: 3 clusters Score -129696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -129701.062500 Penalty: 732.787964
	Iteration 17Q: 3 clusters Score -129701.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -129707.453125 Penalty: 732.787964
	Iteration 18Q: 3 clusters Score -129707.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -129712.578125 Penalty: 732.787964
	Iteration 19Q: 3 clusters Score -129712.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -129716.085938 Penalty: 732.787964
	Iteration 20F: 3 clusters Score -129716.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -129722.531250 Penalty: 732.787964
	Iteration 21Q: 3 clusters Score -129722.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -129730.367188 Penalty: 732.787964
	Iteration 22Q: 3 clusters Score -129730.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -129739.625000 Penalty: 732.787964
	Iteration 23Q: 3 clusters Score -129739.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -129745.390625 Penalty: 732.787964
	Iteration 24Q: 3 clusters Score -129745.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -129748.390625 Penalty: 732.787964
	Iteration 25Q: 3 clusters Score -129748.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -129750.937500 Penalty: 732.787964
	Iteration 26Q: 3 clusters Score -129750.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -129752.648438 Penalty: 732.787964
	Iteration 27Q: 3 clusters Score -129752.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -129754.109375 Penalty: 732.787964
	Iteration 28Q: 3 clusters Score -129754.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -129755.492188 Penalty: 732.787964
	Iteration 29Q: 3 clusters Score -129755.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -129756.765625 Penalty: 732.787964
	Iteration 30Q: 3 clusters Score -129756.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -129757.796875 Penalty: 732.787964
	Iteration 31Q: 3 clusters Score -129757.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -129758.992188 Penalty: 732.787964
	Iteration 32Q: 3 clusters Score -129759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -129760.914062 Penalty: 732.787964
	Iteration 33Q: 3 clusters Score -129760.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -129761.382812 Penalty: 732.787964
	Iteration 34Q: 3 clusters Score -129761.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -129761.671875 Penalty: 732.787964
	Iteration 35Q: 3 clusters Score -129761.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -129761.640625 Penalty: 732.787964
	Iteration 36Q: 3 clusters Score -129761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -129762.007812 Penalty: 732.787964
	Iteration 37Q: 3 clusters Score -129762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -129762.007812 Penalty: 732.787964
	Iteration 38F: 3 clusters Score -129762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Entering Unmasked Estep 
Score: -135178.250000 Penalty: 369.864075
	Iteration 0F: 2 clusters Score -135178.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -132890.093750 Penalty: 739.728149
	Iteration 0F: 3 clusters Score -132890.1 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -133966.203125 Penalty: 739.728149
	Iteration 1F: 3 clusters Score -133966.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -134290.531250 Penalty: 739.728149
	Iteration 2F: 3 clusters Score -134290.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -134512.843750 Penalty: 739.728149
	Iteration 3F: 3 clusters Score -134512.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -134625.234375 Penalty: 739.728149
	Iteration 4F: 3 clusters Score -134625.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -134693.000000 Penalty: 739.728149
	Iteration 5Q: 3 clusters Score -134693 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -134737.859375 Penalty: 739.728149
	Iteration 6Q: 3 clusters Score -134737.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -134765.968750 Penalty: 739.728149
	Iteration 7Q: 3 clusters Score -134766 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -134782.718750 Penalty: 739.728149
	Iteration 8Q: 3 clusters Score -134782.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -134796.562500 Penalty: 739.728149
	Iteration 9Q: 3 clusters Score -134796.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -134809.218750 Penalty: 739.728149
	Iteration 10Q: 3 clusters Score -134809.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -134817.625000 Penalty: 739.728149
	Iteration 11Q: 3 clusters Score -134817.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -134823.531250 Penalty: 739.728149
	Iteration 12Q: 3 clusters Score -134823.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -134830.718750 Penalty: 739.728149
	Iteration 13Q: 3 clusters Score -134830.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -134835.843750 Penalty: 739.728149
	Iteration 14Q: 3 clusters Score -134835.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -134839.421875 Penalty: 739.728149
	Iteration 15Q: 3 clusters Score -134839.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -134842.296875 Penalty: 739.728149
	Iteration 16Q: 3 clusters Score -134842.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -134843.796875 Penalty: 739.728149
	Iteration 17Q: 3 clusters Score -134843.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -134844.734375 Penalty: 739.728149
	Iteration 18Q: 3 clusters Score -134844.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -134845.562500 Penalty: 739.728149
	Iteration 19Q: 3 clusters Score -134845.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -134846.578125 Penalty: 739.728149
	Iteration 20F: 3 clusters Score -134846.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -134847.359375 Penalty: 739.728149
	Iteration 21Q: 3 clusters Score -134847.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -134847.750000 Penalty: 739.728149
	Iteration 22Q: 3 clusters Score -134847.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -134848.078125 Penalty: 739.728149
	Iteration 23Q: 3 clusters Score -134848.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -134848.515625 Penalty: 739.728149
	Iteration 24Q: 3 clusters Score -134848.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -134849.250000 Penalty: 739.728149
	Iteration 25Q: 3 clusters Score -134849.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -134852.406250 Penalty: 739.728149
	Iteration 26Q: 3 clusters Score -134852.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -134854.828125 Penalty: 739.728149
	Iteration 27Q: 3 clusters Score -134854.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -134855.718750 Penalty: 739.728149
	Iteration 28Q: 3 clusters Score -134855.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -134857.875000 Penalty: 739.728149
	Iteration 29Q: 3 clusters Score -134857.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -134860.031250 Penalty: 739.728149
	Iteration 30Q: 3 clusters Score -134860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -134861.625000 Penalty: 739.728149
	Iteration 31Q: 3 clusters Score -134861.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -134863.312500 Penalty: 739.728149
	Iteration 32Q: 3 clusters Score -134863.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -134863.625000 Penalty: 739.728149
	Iteration 33Q: 3 clusters Score -134863.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -134863.875000 Penalty: 739.728149
	Iteration 34Q: 3 clusters Score -134863.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -134863.875000 Penalty: 739.728149
	Iteration 35F: 3 clusters Score -134863.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Entering Unmasked Estep 
Score: -162007.859375 Penalty: 379.185669
	Iteration 0F: 2 clusters Score -162007.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -159132.468750 Penalty: 758.371338
	Iteration 0F: 3 clusters Score -159132.5 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -160351.046875 Penalty: 758.371338
	Iteration 1F: 3 clusters Score -160351 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -160586.281250 Penalty: 758.371338
	Iteration 2F: 3 clusters Score -160586.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -160810.671875 Penalty: 758.371338
	Iteration 3F: 3 clusters Score -160810.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -160981.140625 Penalty: 758.371338
	Iteration 4F: 3 clusters Score -160981.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -161101.562500 Penalty: 758.371338
	Iteration 5Q: 3 clusters Score -161101.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -161159.625000 Penalty: 758.371338
	Iteration 6Q: 3 clusters Score -161159.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -161191.656250 Penalty: 758.371338
	Iteration 7Q: 3 clusters Score -161191.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -161212.921875 Penalty: 758.371338
	Iteration 8Q: 3 clusters Score -161212.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -161232.250000 Penalty: 758.371338
	Iteration 9Q: 3 clusters Score -161232.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -161245.296875 Penalty: 758.371338
	Iteration 10Q: 3 clusters Score -161245.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -161258.968750 Penalty: 758.371338
	Iteration 11Q: 3 clusters Score -161259 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -161275.390625 Penalty: 758.371338
	Iteration 12Q: 3 clusters Score -161275.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -161292.078125 Penalty: 758.371338
	Iteration 13Q: 3 clusters Score -161292.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -161306.734375 Penalty: 758.371338
	Iteration 14Q: 3 clusters Score -161306.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -161327.375000 Penalty: 758.371338
	Iteration 15Q: 3 clusters Score -161327.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -161352.468750 Penalty: 758.371338
	Iteration 16Q: 3 clusters Score -161352.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -161379.375000 Penalty: 758.371338
	Iteration 17Q: 3 clusters Score -161379.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -161396.843750 Penalty: 758.371338
	Iteration 18Q: 3 clusters Score -161396.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -161413.187500 Penalty: 758.371338
	Iteration 19Q: 3 clusters Score -161413.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -161427.406250 Penalty: 758.371338
	Iteration 20F: 3 clusters Score -161427.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -161447.859375 Penalty: 758.371338
	Iteration 21Q: 3 clusters Score -161447.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -161460.718750 Penalty: 758.371338
	Iteration 22Q: 3 clusters Score -161460.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -161478.250000 Penalty: 758.371338
	Iteration 23Q: 3 clusters Score -161478.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -161493.000000 Penalty: 758.371338
	Iteration 24Q: 3 clusters Score -161493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -161507.828125 Penalty: 758.371338
	Iteration 25Q: 3 clusters Score -161507.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -161523.921875 Penalty: 758.371338
	Iteration 26Q: 3 clusters Score -161523.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -161545.312500 Penalty: 758.371338
	Iteration 27Q: 3 clusters Score -161545.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -161562.546875 Penalty: 758.371338
	Iteration 28Q: 3 clusters Score -161562.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -161584.343750 Penalty: 758.371338
	Iteration 29Q: 3 clusters Score -161584.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -161601.468750 Penalty: 758.371338
	Iteration 30Q: 3 clusters Score -161601.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -161615.109375 Penalty: 758.371338
	Iteration 31Q: 3 clusters Score -161615.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -161630.640625 Penalty: 758.371338
	Iteration 32Q: 3 clusters Score -161630.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -161638.453125 Penalty: 758.371338
	Iteration 33Q: 3 clusters Score -161638.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -161642.359375 Penalty: 758.371338
	Iteration 34Q: 3 clusters Score -161642.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -161644.546875 Penalty: 758.371338
	Iteration 35Q: 3 clusters Score -161644.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -161645.953125 Penalty: 758.371338
	Iteration 36Q: 3 clusters Score -161646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -161646.781250 Penalty: 758.371338
	Iteration 37Q: 3 clusters Score -161646.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -161649.140625 Penalty: 758.371338
	Iteration 38Q: 3 clusters Score -161649.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -161651.250000 Penalty: 758.371338
	Iteration 39Q: 3 clusters Score -161651.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -161653.671875 Penalty: 758.371338
	Iteration 40F: 3 clusters Score -161653.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -161656.812500 Penalty: 758.371338
	Iteration 41Q: 3 clusters Score -161656.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -161659.484375 Penalty: 758.371338
	Iteration 42Q: 3 clusters Score -161659.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -161661.453125 Penalty: 758.371338
	Iteration 43Q: 3 clusters Score -161661.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -161663.390625 Penalty: 758.371338
	Iteration 44Q: 3 clusters Score -161663.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -161665.875000 Penalty: 758.371338
	Iteration 45Q: 3 clusters Score -161665.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -161667.250000 Penalty: 758.371338
	Iteration 46Q: 3 clusters Score -161667.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -161668.843750 Penalty: 758.371338
	Iteration 47Q: 3 clusters Score -161668.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -161669.578125 Penalty: 758.371338
	Iteration 48Q: 3 clusters Score -161669.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -161670.000000 Penalty: 758.371338
	Iteration 49Q: 3 clusters Score -161670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -161671.171875 Penalty: 758.371338
	Iteration 50Q: 3 clusters Score -161671.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -161673.359375 Penalty: 758.371338
	Iteration 51Q: 3 clusters Score -161673.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -161676.453125 Penalty: 758.371338
	Iteration 52Q: 3 clusters Score -161676.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -161678.375000 Penalty: 758.371338
	Iteration 53Q: 3 clusters Score -161678.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -161680.984375 Penalty: 758.371338
	Iteration 54Q: 3 clusters Score -161681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -161684.812500 Penalty: 758.371338
	Iteration 55Q: 3 clusters Score -161684.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -161685.453125 Penalty: 758.371338
	Iteration 56Q: 3 clusters Score -161685.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -161686.562500 Penalty: 758.371338
	Iteration 57Q: 3 clusters Score -161686.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -161687.531250 Penalty: 758.371338
	Iteration 58Q: 3 clusters Score -161687.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -161688.109375 Penalty: 758.371338
	Iteration 59Q: 3 clusters Score -161688.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -161688.343750 Penalty: 758.371338
	Iteration 60F: 3 clusters Score -161688.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -39672.519531 Penalty: 318.928101
	Iteration 0F: 2 clusters Score -39672.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -38815.769531 Penalty: 637.856201
	Iteration 0F: 3 clusters Score -38815.77 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -39109.886719 Penalty: 637.856201
	Iteration 1F: 3 clusters Score -39109.89 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -39166.808594 Penalty: 637.856201
	Iteration 2F: 3 clusters Score -39166.81 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -39200.253906 Penalty: 637.856201
	Iteration 3F: 3 clusters Score -39200.25 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -39229.976562 Penalty: 637.856201
	Iteration 4Q: 3 clusters Score -39229.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -39249.648438 Penalty: 637.856201
	Iteration 5Q: 3 clusters Score -39249.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -39263.269531 Penalty: 637.856201
	Iteration 6Q: 3 clusters Score -39263.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -39281.089844 Penalty: 637.856201
	Iteration 7Q: 3 clusters Score -39281.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -39295.183594 Penalty: 637.856201
	Iteration 8Q: 3 clusters Score -39295.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -39310.183594 Penalty: 637.856201
	Iteration 9Q: 3 clusters Score -39310.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -39321.113281 Penalty: 637.856201
	Iteration 10Q: 3 clusters Score -39321.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -39329.316406 Penalty: 637.856201
	Iteration 11Q: 3 clusters Score -39329.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -39338.941406 Penalty: 637.856201
	Iteration 12Q: 3 clusters Score -39338.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -39342.492188 Penalty: 637.856201
	Iteration 13Q: 3 clusters Score -39342.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -39347.292969 Penalty: 637.856201
	Iteration 14Q: 3 clusters Score -39347.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -39352.675781 Penalty: 637.856201
	Iteration 15Q: 3 clusters Score -39352.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -39356.566406 Penalty: 637.856201
	Iteration 16Q: 3 clusters Score -39356.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -39360.199219 Penalty: 637.856201
	Iteration 17Q: 3 clusters Score -39360.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -39366.351562 Penalty: 637.856201
	Iteration 18Q: 3 clusters Score -39366.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -39368.679688 Penalty: 637.856201
	Iteration 19Q: 3 clusters Score -39368.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -39370.429688 Penalty: 637.856201
	Iteration 20F: 3 clusters Score -39370.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Entering Unmasked Estep 
Score: -161532.296875 Penalty: 378.146240
	Iteration 0F: 2 clusters Score -161532.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -158785.046875 Penalty: 756.292480
	Iteration 0F: 3 clusters Score -158785 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -159781.187500 Penalty: 756.292480
	Iteration 1F: 3 clusters Score -159781.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -159915.453125 Penalty: 756.292480
	Iteration 2F: 3 clusters Score -159915.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -160044.187500 Penalty: 756.292480
	Iteration 3F: 3 clusters Score -160044.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -160170.656250 Penalty: 756.292480
	Iteration 4F: 3 clusters Score -160170.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -160271.390625 Penalty: 756.292480
	Iteration 5F: 3 clusters Score -160271.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -160353.625000 Penalty: 756.292480
	Iteration 6Q: 3 clusters Score -160353.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -160428.796875 Penalty: 756.292480
	Iteration 7Q: 3 clusters Score -160428.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -160499.546875 Penalty: 756.292480
	Iteration 8Q: 3 clusters Score -160499.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -160563.937500 Penalty: 756.292480
	Iteration 9Q: 3 clusters Score -160563.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -160624.687500 Penalty: 756.292480
	Iteration 10Q: 3 clusters Score -160624.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -160664.203125 Penalty: 756.292480
	Iteration 11Q: 3 clusters Score -160664.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -160689.437500 Penalty: 756.292480
	Iteration 12Q: 3 clusters Score -160689.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -160713.156250 Penalty: 756.292480
	Iteration 13Q: 3 clusters Score -160713.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -160731.296875 Penalty: 756.292480
	Iteration 14Q: 3 clusters Score -160731.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -160747.703125 Penalty: 756.292480
	Iteration 15Q: 3 clusters Score -160747.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -160759.812500 Penalty: 756.292480
	Iteration 16Q: 3 clusters Score -160759.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -160770.843750 Penalty: 756.292480
	Iteration 17Q: 3 clusters Score -160770.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -160778.718750 Penalty: 756.292480
	Iteration 18Q: 3 clusters Score -160778.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -160785.390625 Penalty: 756.292480
	Iteration 19Q: 3 clusters Score -160785.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -160792.578125 Penalty: 756.292480
	Iteration 20F: 3 clusters Score -160792.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -160800.984375 Penalty: 756.292480
	Iteration 21Q: 3 clusters Score -160801 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -160807.046875 Penalty: 756.292480
	Iteration 22Q: 3 clusters Score -160807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -160811.421875 Penalty: 756.292480
	Iteration 23Q: 3 clusters Score -160811.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -160814.046875 Penalty: 756.292480
	Iteration 24Q: 3 clusters Score -160814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -160816.453125 Penalty: 756.292480
	Iteration 25Q: 3 clusters Score -160816.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -160821.078125 Penalty: 756.292480
	Iteration 26Q: 3 clusters Score -160821.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -160825.328125 Penalty: 756.292480
	Iteration 27Q: 3 clusters Score -160825.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -160827.218750 Penalty: 756.292480
	Iteration 28Q: 3 clusters Score -160827.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -160828.156250 Penalty: 756.292480
	Iteration 29Q: 3 clusters Score -160828.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -160829.203125 Penalty: 756.292480
	Iteration 30Q: 3 clusters Score -160829.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -160829.781250 Penalty: 756.292480
	Iteration 31Q: 3 clusters Score -160829.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -160830.625000 Penalty: 756.292480
	Iteration 32Q: 3 clusters Score -160830.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -160830.906250 Penalty: 756.292480
	Iteration 33Q: 3 clusters Score -160830.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -160831.390625 Penalty: 756.292480
	Iteration 34Q: 3 clusters Score -160831.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -160832.171875 Penalty: 756.292480
	Iteration 35Q: 3 clusters Score -160832.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -160833.031250 Penalty: 756.292480
	Iteration 36Q: 3 clusters Score -160833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -160834.921875 Penalty: 756.292480
	Iteration 37Q: 3 clusters Score -160834.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -160836.796875 Penalty: 756.292480
	Iteration 38Q: 3 clusters Score -160836.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -160838.312500 Penalty: 756.292480
	Iteration 39Q: 3 clusters Score -160838.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -160842.234375 Penalty: 756.292480
	Iteration 40F: 3 clusters Score -160842.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -160846.281250 Penalty: 756.292480
	Iteration 41Q: 3 clusters Score -160846.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -160849.859375 Penalty: 756.292480
	Iteration 42Q: 3 clusters Score -160849.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -160852.031250 Penalty: 756.292480
	Iteration 43Q: 3 clusters Score -160852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -160853.250000 Penalty: 756.292480
	Iteration 44Q: 3 clusters Score -160853.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -160855.031250 Penalty: 756.292480
	Iteration 45Q: 3 clusters Score -160855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -160856.828125 Penalty: 756.292480
	Iteration 46Q: 3 clusters Score -160856.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -160858.390625 Penalty: 756.292480
	Iteration 47Q: 3 clusters Score -160858.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -160861.218750 Penalty: 756.292480
	Iteration 48Q: 3 clusters Score -160861.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -160862.656250 Penalty: 756.292480
	Iteration 49Q: 3 clusters Score -160862.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -160864.531250 Penalty: 756.292480
	Iteration 50Q: 3 clusters Score -160864.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -160864.875000 Penalty: 756.292480
	Iteration 51Q: 3 clusters Score -160864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -160864.703125 Penalty: 756.292480
	Iteration 52Q: 3 clusters Score -160864.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -160864.968750 Penalty: 756.292480
	Iteration 53Q: 3 clusters Score -160865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -160864.968750 Penalty: 756.292480
	Iteration 54F: 3 clusters Score -160865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (57597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Entering Unmasked Estep 
Score: -2324982.250000 Penalty: 498.735748
	Iteration 0F: 2 clusters Score -2324982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -2286606.000000 Penalty: 997.471497
	Iteration 0F: 3 clusters Score -2286606 nChanged 27870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -2304811.750000 Penalty: 997.471497
	Iteration 1F: 3 clusters Score -2304812 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -2306578.250000 Penalty: 997.471497
	Iteration 2F: 3 clusters Score -2306578 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -2308530.500000 Penalty: 997.471497
	Iteration 3F: 3 clusters Score -2308530 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -2310671.000000 Penalty: 997.471497
	Iteration 4F: 3 clusters Score -2310671 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -2312957.750000 Penalty: 997.471497
	Iteration 5F: 3 clusters Score -2312958 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -2315440.000000 Penalty: 997.471497
	Iteration 6F: 3 clusters Score -2315440 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -2317900.500000 Penalty: 997.471497
	Iteration 7F: 3 clusters Score -2317900 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -2320187.000000 Penalty: 997.471497
	Iteration 8Q: 3 clusters Score -2320187 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -2321920.750000 Penalty: 997.471497
	Iteration 9Q: 3 clusters Score -2321921 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 54542 members 
Entering Unmasked Estep 
Score: -2323047.000000 Penalty: 997.471497
	Iteration 10Q: 3 clusters Score -2323047 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -2323724.000000 Penalty: 997.471497
	Iteration 11Q: 3 clusters Score -2323724 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -2324089.250000 Penalty: 997.471497
	Iteration 12Q: 3 clusters Score -2324089 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 56574 members 
Entering Unmasked Estep 
Score: -2324273.000000 Penalty: 997.471497
	Iteration 13Q: 3 clusters Score -2324273 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -2324403.500000 Penalty: 997.471497
	Iteration 14Q: 3 clusters Score -2324404 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 56986 members 
Entering Unmasked Estep 
Score: -2324474.000000 Penalty: 997.471497
	Iteration 15Q: 3 clusters Score -2324474 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 57096 members 
Entering Unmasked Estep 
Score: -2324513.750000 Penalty: 997.471497
	Iteration 16Q: 3 clusters Score -2324514 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -2324556.000000 Penalty: 997.471497
	Iteration 17Q: 3 clusters Score -2324556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 57227 members 
Entering Unmasked Estep 
Score: -2324569.250000 Penalty: 997.471497
	Iteration 18Q: 3 clusters Score -2324569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -2324577.500000 Penalty: 997.471497
	Iteration 19Q: 3 clusters Score -2324578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -2324588.750000 Penalty: 997.471497
	Iteration 20F: 3 clusters Score -2324589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -2324600.500000 Penalty: 997.471497
	Iteration 21Q: 3 clusters Score -2324600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 57315 members 
Entering Unmasked Estep 
Score: -2324618.500000 Penalty: 997.471497
	Iteration 22Q: 3 clusters Score -2324618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 57322 members 
Entering Unmasked Estep 
Score: -2324632.000000 Penalty: 997.471497
	Iteration 23Q: 3 clusters Score -2324632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -2324643.000000 Penalty: 997.471497
	Iteration 24Q: 3 clusters Score -2324643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 57327 members 
Entering Unmasked Estep 
Score: -2324659.000000 Penalty: 997.471497
	Iteration 25Q: 3 clusters Score -2324659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 57325 members 
Entering Unmasked Estep 
Score: -2324669.250000 Penalty: 997.471497
	Iteration 26Q: 3 clusters Score -2324669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 57327 members 
Entering Unmasked Estep 
Score: -2324678.250000 Penalty: 997.471497
	Iteration 27Q: 3 clusters Score -2324678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 57327 members 
Entering Unmasked Estep 
Score: -2324678.000000 Penalty: 997.471497
	Iteration 28Q: 3 clusters Score -2324678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 57326 members 
Entering Unmasked Estep 
Score: -2324680.750000 Penalty: 997.471497
	Iteration 29Q: 3 clusters Score -2324681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 57326 members 
Entering Unmasked Estep 
Score: -2324686.000000 Penalty: 997.471497
	Iteration 30Q: 3 clusters Score -2324686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 57327 members 
Entering Unmasked Estep 
Score: -2324692.750000 Penalty: 997.471497
	Iteration 31Q: 3 clusters Score -2324693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 57327 members 
Entering Unmasked Estep 
Score: -2324694.000000 Penalty: 997.471497
	Iteration 32Q: 3 clusters Score -2324694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 57326 members 
Entering Unmasked Estep 
Score: -2324693.500000 Penalty: 997.471497
	Iteration 33Q: 3 clusters Score -2324694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -2324695.250000 Penalty: 997.471497
	Iteration 34Q: 3 clusters Score -2324695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -2324694.750000 Penalty: 997.471497
	Iteration 35Q: 3 clusters Score -2324695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -2324694.750000 Penalty: 997.471497
	Iteration 36F: 3 clusters Score -2324695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (217108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217108 members 
Entering Unmasked Estep 
Score: -8947270.000000 Penalty: 559.110840
	Iteration 0F: 2 clusters Score -8947270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108442 members 
Mstep: Class 2 contains 108666 members 
Entering Unmasked Estep 
Score: -8799451.000000 Penalty: 1118.221680
	Iteration 0F: 3 clusters Score -8799451 nChanged 107086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 111142 members 
Entering Unmasked Estep 
Score: -8864887.000000 Penalty: 1118.221680
	Iteration 1F: 3 clusters Score -8864887 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104795 members 
Mstep: Class 2 contains 112313 members 
Entering Unmasked Estep 
Score: -8866777.000000 Penalty: 1118.221680
	Iteration 2Q: 3 clusters Score -8866777 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102721 members 
Mstep: Class 2 contains 114387 members 
Entering Unmasked Estep 
Score: -8869823.000000 Penalty: 1118.221680
	Iteration 3Q: 3 clusters Score -8869823 nChanged 9949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99280 members 
Mstep: Class 2 contains 117828 members 
Entering Unmasked Estep 
Score: -8874824.000000 Penalty: 1118.221680
	Iteration 4Q: 3 clusters Score -8874824 nChanged 11985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93993 members 
Mstep: Class 2 contains 123115 members 
Entering Unmasked Estep 
Score: -8883062.000000 Penalty: 1118.221680
	Iteration 5F: 3 clusters Score -8883062 nChanged 13793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87662 members 
Mstep: Class 2 contains 129446 members 
Entering Unmasked Estep 
Score: -8894420.000000 Penalty: 1118.221680
	Iteration 6F: 3 clusters Score -8894420 nChanged 14301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81845 members 
Mstep: Class 2 contains 135263 members 
Entering Unmasked Estep 
Score: -8905308.000000 Penalty: 1118.221680
	Iteration 7F: 3 clusters Score -8905308 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77646 members 
Mstep: Class 2 contains 139462 members 
Entering Unmasked Estep 
Score: -8911612.000000 Penalty: 1118.221680
	Iteration 8F: 3 clusters Score -8911612 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 142882 members 
Entering Unmasked Estep 
Score: -8914595.000000 Penalty: 1118.221680
	Iteration 9Q: 3 clusters Score -8914595 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70922 members 
Mstep: Class 2 contains 146186 members 
Entering Unmasked Estep 
Score: -8916666.000000 Penalty: 1118.221680
	Iteration 10Q: 3 clusters Score -8916666 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 149416 members 
Entering Unmasked Estep 
Score: -8918700.000000 Penalty: 1118.221680
	Iteration 11Q: 3 clusters Score -8918700 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 152477 members 
Entering Unmasked Estep 
Score: -8920898.000000 Penalty: 1118.221680
	Iteration 12Q: 3 clusters Score -8920898 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 155423 members 
Entering Unmasked Estep 
Score: -8923214.000000 Penalty: 1118.221680
	Iteration 13Q: 3 clusters Score -8923214 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 158000 members 
Entering Unmasked Estep 
Score: -8925562.000000 Penalty: 1118.221680
	Iteration 14Q: 3 clusters Score -8925562 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56852 members 
Mstep: Class 2 contains 160256 members 
Entering Unmasked Estep 
Score: -8927578.000000 Penalty: 1118.221680
	Iteration 15Q: 3 clusters Score -8927578 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 162065 members 
Entering Unmasked Estep 
Score: -8929284.000000 Penalty: 1118.221680
	Iteration 16Q: 3 clusters Score -8929284 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 163451 members 
Entering Unmasked Estep 
Score: -8930406.000000 Penalty: 1118.221680
	Iteration 17Q: 3 clusters Score -8930406 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Mstep: Class 2 contains 164531 members 
Entering Unmasked Estep 
Score: -8931211.000000 Penalty: 1118.221680
	Iteration 18Q: 3 clusters Score -8931211 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 165438 members 
Entering Unmasked Estep 
Score: -8931731.000000 Penalty: 1118.221680
	Iteration 19Q: 3 clusters Score -8931731 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 166245 members 
Entering Unmasked Estep 
Score: -8932198.000000 Penalty: 1118.221680
	Iteration 20F: 3 clusters Score -8932198 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 166929 members 
Entering Unmasked Estep 
Score: -8932482.000000 Penalty: 1118.221680
	Iteration 21Q: 3 clusters Score -8932482 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 167524 members 
Entering Unmasked Estep 
Score: -8932753.000000 Penalty: 1118.221680
	Iteration 22Q: 3 clusters Score -8932753 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 168114 members 
Entering Unmasked Estep 
Score: -8932957.000000 Penalty: 1118.221680
	Iteration 23Q: 3 clusters Score -8932957 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 168726 members 
Entering Unmasked Estep 
Score: -8933073.000000 Penalty: 1118.221680
	Iteration 24Q: 3 clusters Score -8933073 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 169333 members 
Entering Unmasked Estep 
Score: -8933131.000000 Penalty: 1118.221680
	Iteration 25Q: 3 clusters Score -8933131 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 169936 members 
Entering Unmasked Estep 
Score: -8933224.000000 Penalty: 1118.221680
	Iteration 26Q: 3 clusters Score -8933224 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 170488 members 
Entering Unmasked Estep 
Score: -8933261.000000 Penalty: 1118.221680
	Iteration 27Q: 3 clusters Score -8933261 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 171027 members 
Entering Unmasked Estep 
Score: -8933323.000000 Penalty: 1118.221680
	Iteration 28Q: 3 clusters Score -8933323 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 171558 members 
Entering Unmasked Estep 
Score: -8933395.000000 Penalty: 1118.221680
	Iteration 29Q: 3 clusters Score -8933395 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 172123 members 
Entering Unmasked Estep 
Score: -8933437.000000 Penalty: 1118.221680
	Iteration 30Q: 3 clusters Score -8933437 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 172658 members 
Entering Unmasked Estep 
Score: -8933512.000000 Penalty: 1118.221680
	Iteration 31Q: 3 clusters Score -8933512 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 173170 members 
Entering Unmasked Estep 
Score: -8933538.000000 Penalty: 1118.221680
	Iteration 32Q: 3 clusters Score -8933538 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 173681 members 
Entering Unmasked Estep 
Score: -8933546.000000 Penalty: 1118.221680
	Iteration 33Q: 3 clusters Score -8933546 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 174156 members 
Entering Unmasked Estep 
Score: -8933554.000000 Penalty: 1118.221680
	Iteration 34Q: 3 clusters Score -8933554 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 174647 members 
Entering Unmasked Estep 
Score: -8933608.000000 Penalty: 1118.221680
	Iteration 35Q: 3 clusters Score -8933608 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 175165 members 
Entering Unmasked Estep 
Score: -8933646.000000 Penalty: 1118.221680
	Iteration 36Q: 3 clusters Score -8933646 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 175684 members 
Entering Unmasked Estep 
Score: -8933681.000000 Penalty: 1118.221680
	Iteration 37Q: 3 clusters Score -8933681 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 176228 members 
Entering Unmasked Estep 
Score: -8933754.000000 Penalty: 1118.221680
	Iteration 38Q: 3 clusters Score -8933754 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 176796 members 
Entering Unmasked Estep 
Score: -8933788.000000 Penalty: 1118.221680
	Iteration 39Q: 3 clusters Score -8933788 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 177407 members 
Entering Unmasked Estep 
Score: -8933833.000000 Penalty: 1118.221680
	Iteration 40F: 3 clusters Score -8933833 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 178084 members 
Entering Unmasked Estep 
Score: -8933866.000000 Penalty: 1118.221680
	Iteration 41Q: 3 clusters Score -8933866 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 178797 members 
Entering Unmasked Estep 
Score: -8933901.000000 Penalty: 1118.221680
	Iteration 42Q: 3 clusters Score -8933901 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 179527 members 
Entering Unmasked Estep 
Score: -8933963.000000 Penalty: 1118.221680
	Iteration 43Q: 3 clusters Score -8933963 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 180262 members 
Entering Unmasked Estep 
Score: -8934013.000000 Penalty: 1118.221680
	Iteration 44Q: 3 clusters Score -8934013 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 181078 members 
Entering Unmasked Estep 
Score: -8934094.000000 Penalty: 1118.221680
	Iteration 45Q: 3 clusters Score -8934094 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 181951 members 
Entering Unmasked Estep 
Score: -8934206.000000 Penalty: 1118.221680
	Iteration 46Q: 3 clusters Score -8934206 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 182893 members 
Entering Unmasked Estep 
Score: -8934342.000000 Penalty: 1118.221680
	Iteration 47Q: 3 clusters Score -8934342 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 183892 members 
Entering Unmasked Estep 
Score: -8934468.000000 Penalty: 1118.221680
	Iteration 48Q: 3 clusters Score -8934468 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 185011 members 
Entering Unmasked Estep 
Score: -8934614.000000 Penalty: 1118.221680
	Iteration 49Q: 3 clusters Score -8934614 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 186189 members 
Entering Unmasked Estep 
Score: -8934851.000000 Penalty: 1118.221680
	Iteration 50Q: 3 clusters Score -8934851 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 187514 members 
Entering Unmasked Estep 
Score: -8935124.000000 Penalty: 1118.221680
	Iteration 51Q: 3 clusters Score -8935124 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 188961 members 
Entering Unmasked Estep 
Score: -8935402.000000 Penalty: 1118.221680
	Iteration 52Q: 3 clusters Score -8935402 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 190472 members 
Entering Unmasked Estep 
Score: -8935750.000000 Penalty: 1118.221680
	Iteration 53Q: 3 clusters Score -8935750 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 192153 members 
Entering Unmasked Estep 
Score: -8936276.000000 Penalty: 1118.221680
	Iteration 54Q: 3 clusters Score -8936276 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 193967 members 
Entering Unmasked Estep 
Score: -8936870.000000 Penalty: 1118.221680
	Iteration 55Q: 3 clusters Score -8936870 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 195895 members 
Entering Unmasked Estep 
Score: -8937570.000000 Penalty: 1118.221680
	Iteration 56Q: 3 clusters Score -8937570 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 197965 members 
Entering Unmasked Estep 
Score: -8938334.000000 Penalty: 1118.221680
	Iteration 57Q: 3 clusters Score -8938334 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 200091 members 
Entering Unmasked Estep 
Score: -8939210.000000 Penalty: 1118.221680
	Iteration 58Q: 3 clusters Score -8939210 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 202178 members 
Entering Unmasked Estep 
Score: -8940101.000000 Penalty: 1118.221680
	Iteration 59Q: 3 clusters Score -8940101 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 204247 members 
Entering Unmasked Estep 
Score: -8941073.000000 Penalty: 1118.221680
	Iteration 60F: 3 clusters Score -8941073 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 206296 members 
Entering Unmasked Estep 
Score: -8942070.000000 Penalty: 1118.221680
	Iteration 61Q: 3 clusters Score -8942070 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 208130 members 
Entering Unmasked Estep 
Score: -8942972.000000 Penalty: 1118.221680
	Iteration 62Q: 3 clusters Score -8942972 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 209779 members 
Entering Unmasked Estep 
Score: -8943784.000000 Penalty: 1118.221680
	Iteration 63Q: 3 clusters Score -8943784 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 211284 members 
Entering Unmasked Estep 
Score: -8944528.000000 Penalty: 1118.221680
	Iteration 64Q: 3 clusters Score -8944528 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 212507 members 
Entering Unmasked Estep 
Score: -8945121.000000 Penalty: 1118.221680
	Iteration 65Q: 3 clusters Score -8945121 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 213524 members 
Entering Unmasked Estep 
Score: -8945619.000000 Penalty: 1118.221680
	Iteration 66Q: 3 clusters Score -8945619 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 214324 members 
Entering Unmasked Estep 
Score: -8945958.000000 Penalty: 1118.221680
	Iteration 67Q: 3 clusters Score -8945958 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 214896 members 
Entering Unmasked Estep 
Score: -8946184.000000 Penalty: 1118.221680
	Iteration 68Q: 3 clusters Score -8946184 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 215352 members 
Entering Unmasked Estep 
Score: -8946367.000000 Penalty: 1118.221680
	Iteration 69Q: 3 clusters Score -8946367 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 215628 members 
Entering Unmasked Estep 
Score: -8946471.000000 Penalty: 1118.221680
	Iteration 70Q: 3 clusters Score -8946471 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 215860 members 
Entering Unmasked Estep 
Score: -8946558.000000 Penalty: 1118.221680
	Iteration 71Q: 3 clusters Score -8946558 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 216053 members 
Entering Unmasked Estep 
Score: -8946621.000000 Penalty: 1118.221680
	Iteration 72Q: 3 clusters Score -8946621 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 216188 members 
Entering Unmasked Estep 
Score: -8946667.000000 Penalty: 1118.221680
	Iteration 73Q: 3 clusters Score -8946667 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 216300 members 
Entering Unmasked Estep 
Score: -8946682.000000 Penalty: 1118.221680
	Iteration 74Q: 3 clusters Score -8946682 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 216384 members 
Entering Unmasked Estep 
Score: -8946719.000000 Penalty: 1118.221680
	Iteration 75Q: 3 clusters Score -8946719 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 216446 members 
Entering Unmasked Estep 
Score: -8946752.000000 Penalty: 1118.221680
	Iteration 76Q: 3 clusters Score -8946752 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 216491 members 
Entering Unmasked Estep 
Score: -8946764.000000 Penalty: 1118.221680
	Iteration 77Q: 3 clusters Score -8946764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 216526 members 
Entering Unmasked Estep 
Score: -8946780.000000 Penalty: 1118.221680
	Iteration 78Q: 3 clusters Score -8946780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 216550 members 
Entering Unmasked Estep 
Score: -8946790.000000 Penalty: 1118.221680
	Iteration 79Q: 3 clusters Score -8946790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 216581 members 
Entering Unmasked Estep 
Score: -8946800.000000 Penalty: 1118.221680
	Iteration 80F: 3 clusters Score -8946800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 216612 members 
Entering Unmasked Estep 
Score: -8946823.000000 Penalty: 1118.221680
	Iteration 81Q: 3 clusters Score -8946823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 216635 members 
Entering Unmasked Estep 
Score: -8946830.000000 Penalty: 1118.221680
	Iteration 82Q: 3 clusters Score -8946830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 216655 members 
Entering Unmasked Estep 
Score: -8946840.000000 Penalty: 1118.221680
	Iteration 83Q: 3 clusters Score -8946840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 216667 members 
Entering Unmasked Estep 
Score: -8946841.000000 Penalty: 1118.221680
	Iteration 84Q: 3 clusters Score -8946841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 216680 members 
Entering Unmasked Estep 
Score: -8946844.000000 Penalty: 1118.221680
	Iteration 85Q: 3 clusters Score -8946844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 216687 members 
Entering Unmasked Estep 
Score: -8946843.000000 Penalty: 1118.221680
	Iteration 86Q: 3 clusters Score -8946843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 216692 members 
Entering Unmasked Estep 
Score: -8946849.000000 Penalty: 1118.221680
	Iteration 87Q: 3 clusters Score -8946849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 216699 members 
Entering Unmasked Estep 
Score: -8946850.000000 Penalty: 1118.221680
	Iteration 88Q: 3 clusters Score -8946850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 216706 members 
Entering Unmasked Estep 
Score: -8946848.000000 Penalty: 1118.221680
	Iteration 89Q: 3 clusters Score -8946848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 216711 members 
Entering Unmasked Estep 
Score: -8946854.000000 Penalty: 1118.221680
	Iteration 90Q: 3 clusters Score -8946854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 216717 members 
Entering Unmasked Estep 
Score: -8946858.000000 Penalty: 1118.221680
	Iteration 91Q: 3 clusters Score -8946858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 216723 members 
Entering Unmasked Estep 
Score: -8946868.000000 Penalty: 1118.221680
	Iteration 92Q: 3 clusters Score -8946868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 216726 members 
Entering Unmasked Estep 
Score: -8946863.000000 Penalty: 1118.221680
	Iteration 93Q: 3 clusters Score -8946863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 216734 members 
Entering Unmasked Estep 
Score: -8946864.000000 Penalty: 1118.221680
	Iteration 94Q: 3 clusters Score -8946864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 216735 members 
Entering Unmasked Estep 
Score: -8946868.000000 Penalty: 1118.221680
	Iteration 95Q: 3 clusters Score -8946868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 216736 members 
Entering Unmasked Estep 
Score: -8946863.000000 Penalty: 1118.221680
	Iteration 96Q: 3 clusters Score -8946863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 216739 members 
Entering Unmasked Estep 
Score: -8946875.000000 Penalty: 1118.221680
	Iteration 97Q: 3 clusters Score -8946875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 216741 members 
Entering Unmasked Estep 
Score: -8946882.000000 Penalty: 1118.221680
	Iteration 98Q: 3 clusters Score -8946882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 216742 members 
Entering Unmasked Estep 
Score: -8946876.000000 Penalty: 1118.221680
	Iteration 99Q: 3 clusters Score -8946876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 216746 members 
Entering Unmasked Estep 
Score: -8946882.000000 Penalty: 1118.221680
	Iteration 100F: 3 clusters Score -8946882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 216747 members 
Entering Unmasked Estep 
Score: -8946881.000000 Penalty: 1118.221680
	Iteration 101Q: 3 clusters Score -8946881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 216748 members 
Entering Unmasked Estep 
Score: -8946886.000000 Penalty: 1118.221680
	Iteration 102Q: 3 clusters Score -8946886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 216749 members 
Entering Unmasked Estep 
Score: -8946886.000000 Penalty: 1118.221680
	Iteration 103Q: 3 clusters Score -8946886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 216750 members 
Entering Unmasked Estep 
Score: -8946884.000000 Penalty: 1118.221680
	Iteration 104Q: 3 clusters Score -8946884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 216750 members 
Entering Unmasked Estep 
Score: -8946884.000000 Penalty: 1118.221680
	Iteration 105F: 3 clusters Score -8946884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Entering Unmasked Estep 
Score: -324543.750000 Penalty: 409.375824
	Iteration 0F: 2 clusters Score -324543.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -319114.093750 Penalty: 818.751648
	Iteration 0F: 3 clusters Score -319114.1 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -321179.812500 Penalty: 818.751648
	Iteration 1F: 3 clusters Score -321179.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -321351.812500 Penalty: 818.751648
	Iteration 2F: 3 clusters Score -321351.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -321559.968750 Penalty: 818.751648
	Iteration 3F: 3 clusters Score -321560 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -321875.187500 Penalty: 818.751648
	Iteration 4F: 3 clusters Score -321875.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -322284.625000 Penalty: 818.751648
	Iteration 5F: 3 clusters Score -322284.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -322757.250000 Penalty: 818.751648
	Iteration 6F: 3 clusters Score -322757.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -323071.531250 Penalty: 818.751648
	Iteration 7F: 3 clusters Score -323071.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -323195.812500 Penalty: 818.751648
	Iteration 8Q: 3 clusters Score -323195.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -323247.156250 Penalty: 818.751648
	Iteration 9Q: 3 clusters Score -323247.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -323278.000000 Penalty: 818.751648
	Iteration 10Q: 3 clusters Score -323278 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -323297.156250 Penalty: 818.751648
	Iteration 11Q: 3 clusters Score -323297.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -323318.500000 Penalty: 818.751648
	Iteration 12Q: 3 clusters Score -323318.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -323340.718750 Penalty: 818.751648
	Iteration 13Q: 3 clusters Score -323340.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -323365.531250 Penalty: 818.751648
	Iteration 14Q: 3 clusters Score -323365.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -323388.281250 Penalty: 818.751648
	Iteration 15Q: 3 clusters Score -323388.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -323410.562500 Penalty: 818.751648
	Iteration 16Q: 3 clusters Score -323410.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -323429.781250 Penalty: 818.751648
	Iteration 17Q: 3 clusters Score -323429.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -323448.250000 Penalty: 818.751648
	Iteration 18Q: 3 clusters Score -323448.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -323470.031250 Penalty: 818.751648
	Iteration 19Q: 3 clusters Score -323470 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -323489.093750 Penalty: 818.751648
	Iteration 20F: 3 clusters Score -323489.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -323512.656250 Penalty: 818.751648
	Iteration 21Q: 3 clusters Score -323512.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -323540.718750 Penalty: 818.751648
	Iteration 22Q: 3 clusters Score -323540.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -323570.750000 Penalty: 818.751648
	Iteration 23Q: 3 clusters Score -323570.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -323599.281250 Penalty: 818.751648
	Iteration 24Q: 3 clusters Score -323599.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -323625.687500 Penalty: 818.751648
	Iteration 25Q: 3 clusters Score -323625.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -323650.187500 Penalty: 818.751648
	Iteration 26Q: 3 clusters Score -323650.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -323674.187500 Penalty: 818.751648
	Iteration 27Q: 3 clusters Score -323674.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -323693.781250 Penalty: 818.751648
	Iteration 28Q: 3 clusters Score -323693.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -323709.093750 Penalty: 818.751648
	Iteration 29Q: 3 clusters Score -323709.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -323725.562500 Penalty: 818.751648
	Iteration 30Q: 3 clusters Score -323725.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -323741.781250 Penalty: 818.751648
	Iteration 31Q: 3 clusters Score -323741.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -323767.843750 Penalty: 818.751648
	Iteration 32Q: 3 clusters Score -323767.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -323795.843750 Penalty: 818.751648
	Iteration 33Q: 3 clusters Score -323795.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -323828.343750 Penalty: 818.751648
	Iteration 34Q: 3 clusters Score -323828.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -323857.968750 Penalty: 818.751648
	Iteration 35Q: 3 clusters Score -323858 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -323883.718750 Penalty: 818.751648
	Iteration 36Q: 3 clusters Score -323883.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -323907.468750 Penalty: 818.751648
	Iteration 37Q: 3 clusters Score -323907.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -323929.750000 Penalty: 818.751648
	Iteration 38Q: 3 clusters Score -323929.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -323948.625000 Penalty: 818.751648
	Iteration 39Q: 3 clusters Score -323948.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -323969.500000 Penalty: 818.751648
	Iteration 40F: 3 clusters Score -323969.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -323990.781250 Penalty: 818.751648
	Iteration 41Q: 3 clusters Score -323990.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -324016.687500 Penalty: 818.751648
	Iteration 42Q: 3 clusters Score -324016.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -324046.343750 Penalty: 818.751648
	Iteration 43Q: 3 clusters Score -324046.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -324068.812500 Penalty: 818.751648
	Iteration 44Q: 3 clusters Score -324068.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -324081.875000 Penalty: 818.751648
	Iteration 45Q: 3 clusters Score -324081.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -324088.031250 Penalty: 818.751648
	Iteration 46Q: 3 clusters Score -324088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -324093.500000 Penalty: 818.751648
	Iteration 47Q: 3 clusters Score -324093.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -324096.937500 Penalty: 818.751648
	Iteration 48Q: 3 clusters Score -324096.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -324104.062500 Penalty: 818.751648
	Iteration 49Q: 3 clusters Score -324104.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -324111.906250 Penalty: 818.751648
	Iteration 50Q: 3 clusters Score -324111.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -324118.406250 Penalty: 818.751648
	Iteration 51Q: 3 clusters Score -324118.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -324123.062500 Penalty: 818.751648
	Iteration 52Q: 3 clusters Score -324123.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -324125.562500 Penalty: 818.751648
	Iteration 53Q: 3 clusters Score -324125.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -324131.312500 Penalty: 818.751648
	Iteration 54Q: 3 clusters Score -324131.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -324137.062500 Penalty: 818.751648
	Iteration 55Q: 3 clusters Score -324137.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -324139.687500 Penalty: 818.751648
	Iteration 56Q: 3 clusters Score -324139.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -324144.000000 Penalty: 818.751648
	Iteration 57Q: 3 clusters Score -324144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -324145.968750 Penalty: 818.751648
	Iteration 58Q: 3 clusters Score -324146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -324147.218750 Penalty: 818.751648
	Iteration 59Q: 3 clusters Score -324147.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -324149.406250 Penalty: 818.751648
	Iteration 60F: 3 clusters Score -324149.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -324150.593750 Penalty: 818.751648
	Iteration 61Q: 3 clusters Score -324150.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -324152.937500 Penalty: 818.751648
	Iteration 62Q: 3 clusters Score -324152.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -324156.562500 Penalty: 818.751648
	Iteration 63Q: 3 clusters Score -324156.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -324159.968750 Penalty: 818.751648
	Iteration 64Q: 3 clusters Score -324160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -324161.437500 Penalty: 818.751648
	Iteration 65Q: 3 clusters Score -324161.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -324164.468750 Penalty: 818.751648
	Iteration 66Q: 3 clusters Score -324164.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -324165.687500 Penalty: 818.751648
	Iteration 67Q: 3 clusters Score -324165.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -324165.906250 Penalty: 818.751648
	Iteration 68Q: 3 clusters Score -324165.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -324166.218750 Penalty: 818.751648
	Iteration 69Q: 3 clusters Score -324166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -324166.656250 Penalty: 818.751648
	Iteration 70Q: 3 clusters Score -324166.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -324166.562500 Penalty: 818.751648
	Iteration 71Q: 3 clusters Score -324166.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -324167.218750 Penalty: 818.751648
	Iteration 72Q: 3 clusters Score -324167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -324167.562500 Penalty: 818.751648
	Iteration 73Q: 3 clusters Score -324167.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -324167.781250 Penalty: 818.751648
	Iteration 74Q: 3 clusters Score -324167.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -324168.062500 Penalty: 818.751648
	Iteration 75Q: 3 clusters Score -324168.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -324168.062500 Penalty: 818.751648
	Iteration 76F: 3 clusters Score -324168.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -13868.146484 Penalty: 273.512665
	Iteration 0F: 2 clusters Score -13868.15 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 214 members 
Entering Unmasked Estep 
Score: -13455.704102 Penalty: 547.025330
	Iteration 0F: 3 clusters Score -13455.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13556.428711 Penalty: 547.025330
	Iteration 1F: 3 clusters Score -13556.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13587.397461 Penalty: 547.025330
	Iteration 2F: 3 clusters Score -13587.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -13598.428711 Penalty: 547.025330
	Iteration 3Q: 3 clusters Score -13598.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -13606.172852 Penalty: 547.025330
	Iteration 4Q: 3 clusters Score -13606.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -13610.130859 Penalty: 547.025330
	Iteration 5Q: 3 clusters Score -13610.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -13613.580078 Penalty: 547.025330
	Iteration 6Q: 3 clusters Score -13613.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -13615.407227 Penalty: 547.025330
	Iteration 7Q: 3 clusters Score -13615.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -13616.218750 Penalty: 547.025330
	Iteration 8Q: 3 clusters Score -13616.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -13616.218750 Penalty: 547.025330
	Iteration 9F: 3 clusters Score -13616.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -40206.214844 Penalty: 315.736053
	Iteration 0F: 2 clusters Score -40206.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -39374.636719 Penalty: 631.472107
	Iteration 0F: 3 clusters Score -39374.64 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -39601.589844 Penalty: 631.472107
	Iteration 1F: 3 clusters Score -39601.59 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -39650.085938 Penalty: 631.472107
	Iteration 2F: 3 clusters Score -39650.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -39695.097656 Penalty: 631.472107
	Iteration 3F: 3 clusters Score -39695.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -39732.800781 Penalty: 631.472107
	Iteration 4F: 3 clusters Score -39732.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -39760.191406 Penalty: 631.472107
	Iteration 5Q: 3 clusters Score -39760.19 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -39781.855469 Penalty: 631.472107
	Iteration 6Q: 3 clusters Score -39781.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -39798.644531 Penalty: 631.472107
	Iteration 7Q: 3 clusters Score -39798.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -39811.648438 Penalty: 631.472107
	Iteration 8Q: 3 clusters Score -39811.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -39817.562500 Penalty: 631.472107
	Iteration 9Q: 3 clusters Score -39817.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -39822.644531 Penalty: 631.472107
	Iteration 10Q: 3 clusters Score -39822.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -39825.265625 Penalty: 631.472107
	Iteration 11Q: 3 clusters Score -39825.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -39829.003906 Penalty: 631.472107
	Iteration 12Q: 3 clusters Score -39829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -39830.417969 Penalty: 631.472107
	Iteration 13Q: 3 clusters Score -39830.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -39831.582031 Penalty: 631.472107
	Iteration 14Q: 3 clusters Score -39831.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -39832.242188 Penalty: 631.472107
	Iteration 15Q: 3 clusters Score -39832.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -39832.656250 Penalty: 631.472107
	Iteration 16Q: 3 clusters Score -39832.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -39832.906250 Penalty: 631.472107
	Iteration 17Q: 3 clusters Score -39832.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -39832.906250 Penalty: 631.472107
	Iteration 18F: 3 clusters Score -39832.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Entering Unmasked Estep 
Score: -154989.734375 Penalty: 375.899445
	Iteration 0F: 2 clusters Score -154989.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -152326.140625 Penalty: 751.798889
	Iteration 0F: 3 clusters Score -152326.1 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -153356.546875 Penalty: 751.798889
	Iteration 1F: 3 clusters Score -153356.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -153511.562500 Penalty: 751.798889
	Iteration 2F: 3 clusters Score -153511.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -153641.437500 Penalty: 751.798889
	Iteration 3F: 3 clusters Score -153641.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -153774.343750 Penalty: 751.798889
	Iteration 4F: 3 clusters Score -153774.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -153980.281250 Penalty: 751.798889
	Iteration 5F: 3 clusters Score -153980.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -154179.062500 Penalty: 751.798889
	Iteration 6F: 3 clusters Score -154179.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -154307.500000 Penalty: 751.798889
	Iteration 7F: 3 clusters Score -154307.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -154384.390625 Penalty: 751.798889
	Iteration 8Q: 3 clusters Score -154384.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -154444.734375 Penalty: 751.798889
	Iteration 9Q: 3 clusters Score -154444.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -154504.375000 Penalty: 751.798889
	Iteration 10Q: 3 clusters Score -154504.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -154567.218750 Penalty: 751.798889
	Iteration 11Q: 3 clusters Score -154567.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -154616.750000 Penalty: 751.798889
	Iteration 12Q: 3 clusters Score -154616.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -154648.765625 Penalty: 751.798889
	Iteration 13Q: 3 clusters Score -154648.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -154674.531250 Penalty: 751.798889
	Iteration 14Q: 3 clusters Score -154674.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -154696.453125 Penalty: 751.798889
	Iteration 15Q: 3 clusters Score -154696.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -154708.500000 Penalty: 751.798889
	Iteration 16Q: 3 clusters Score -154708.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -154718.015625 Penalty: 751.798889
	Iteration 17Q: 3 clusters Score -154718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -154727.500000 Penalty: 751.798889
	Iteration 18Q: 3 clusters Score -154727.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -154735.968750 Penalty: 751.798889
	Iteration 19Q: 3 clusters Score -154736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -154743.328125 Penalty: 751.798889
	Iteration 20F: 3 clusters Score -154743.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -154746.875000 Penalty: 751.798889
	Iteration 21Q: 3 clusters Score -154746.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -154749.734375 Penalty: 751.798889
	Iteration 22Q: 3 clusters Score -154749.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -154752.718750 Penalty: 751.798889
	Iteration 23Q: 3 clusters Score -154752.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -154755.390625 Penalty: 751.798889
	Iteration 24Q: 3 clusters Score -154755.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -154755.875000 Penalty: 751.798889
	Iteration 25Q: 3 clusters Score -154755.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -154756.562500 Penalty: 751.798889
	Iteration 26Q: 3 clusters Score -154756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -154756.671875 Penalty: 751.798889
	Iteration 27Q: 3 clusters Score -154756.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -154756.656250 Penalty: 751.798889
	Iteration 28Q: 3 clusters Score -154756.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -154756.906250 Penalty: 751.798889
	Iteration 29Q: 3 clusters Score -154756.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -154756.781250 Penalty: 751.798889
	Iteration 30Q: 3 clusters Score -154756.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -154756.734375 Penalty: 751.798889
	Iteration 31Q: 3 clusters Score -154756.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -154756.734375 Penalty: 751.798889
	Iteration 32F: 3 clusters Score -154756.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -19568.214844 Penalty: 288.406036
	Iteration 0F: 2 clusters Score -19568.21 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 293 members 
Entering Unmasked Estep 
Score: -19043.421875 Penalty: 576.812073
	Iteration 0F: 3 clusters Score -19043.42 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -19195.982422 Penalty: 576.812073
	Iteration 1F: 3 clusters Score -19195.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -19227.755859 Penalty: 576.812073
	Iteration 2F: 3 clusters Score -19227.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -19240.318359 Penalty: 576.812073
	Iteration 3Q: 3 clusters Score -19240.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -19249.201172 Penalty: 576.812073
	Iteration 4Q: 3 clusters Score -19249.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -19255.158203 Penalty: 576.812073
	Iteration 5Q: 3 clusters Score -19255.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -19260.664062 Penalty: 576.812073
	Iteration 6Q: 3 clusters Score -19260.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -19265.384766 Penalty: 576.812073
	Iteration 7Q: 3 clusters Score -19265.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -19268.251953 Penalty: 576.812073
	Iteration 8Q: 3 clusters Score -19268.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -19271.716797 Penalty: 576.812073
	Iteration 9Q: 3 clusters Score -19271.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -19280.882812 Penalty: 576.812073
	Iteration 10Q: 3 clusters Score -19280.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -19291.324219 Penalty: 576.812073
	Iteration 11Q: 3 clusters Score -19291.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -19302.296875 Penalty: 576.812073
	Iteration 12Q: 3 clusters Score -19302.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -19322.798828 Penalty: 576.812073
	Iteration 13Q: 3 clusters Score -19322.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -19353.910156 Penalty: 576.812073
	Iteration 14Q: 3 clusters Score -19353.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -19368.714844 Penalty: 576.812073
	Iteration 15Q: 3 clusters Score -19368.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -19377.861328 Penalty: 576.812073
	Iteration 16Q: 3 clusters Score -19377.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -19390.445312 Penalty: 576.812073
	Iteration 17Q: 3 clusters Score -19390.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -19397.316406 Penalty: 576.812073
	Iteration 18Q: 3 clusters Score -19397.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -19402.097656 Penalty: 576.812073
	Iteration 19Q: 3 clusters Score -19402.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -19408.750000 Penalty: 576.812073
	Iteration 20F: 3 clusters Score -19408.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -19415.039062 Penalty: 576.812073
	Iteration 21Q: 3 clusters Score -19415.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -19418.373047 Penalty: 576.812073
	Iteration 22Q: 3 clusters Score -19418.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -19420.878906 Penalty: 576.812073
	Iteration 23Q: 3 clusters Score -19420.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -19425.537109 Penalty: 576.812073
	Iteration 24Q: 3 clusters Score -19425.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -19427.347656 Penalty: 576.812073
	Iteration 25Q: 3 clusters Score -19427.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -19428.156250 Penalty: 576.812073
	Iteration 26Q: 3 clusters Score -19428.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -19428.156250 Penalty: 576.812073
	Iteration 27F: 3 clusters Score -19428.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -40918.503906 Penalty: 316.695831
	Iteration 0F: 2 clusters Score -40918.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -40077.000000 Penalty: 633.391663
	Iteration 0F: 3 clusters Score -40077 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -40338.031250 Penalty: 633.391663
	Iteration 1F: 3 clusters Score -40338.03 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -40432.449219 Penalty: 633.391663
	Iteration 2F: 3 clusters Score -40432.45 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -40510.562500 Penalty: 633.391663
	Iteration 3F: 3 clusters Score -40510.56 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -40579.058594 Penalty: 633.391663
	Iteration 4F: 3 clusters Score -40579.06 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -40622.832031 Penalty: 633.391663
	Iteration 5Q: 3 clusters Score -40622.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -40649.046875 Penalty: 633.391663
	Iteration 6Q: 3 clusters Score -40649.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -40662.218750 Penalty: 633.391663
	Iteration 7Q: 3 clusters Score -40662.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -40682.773438 Penalty: 633.391663
	Iteration 8Q: 3 clusters Score -40682.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -40699.394531 Penalty: 633.391663
	Iteration 9Q: 3 clusters Score -40699.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -40713.988281 Penalty: 633.391663
	Iteration 10Q: 3 clusters Score -40713.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -40726.300781 Penalty: 633.391663
	Iteration 11Q: 3 clusters Score -40726.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -40728.828125 Penalty: 633.391663
	Iteration 12Q: 3 clusters Score -40728.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -40729.511719 Penalty: 633.391663
	Iteration 13Q: 3 clusters Score -40729.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -40729.511719 Penalty: 633.391663
	Iteration 14F: 3 clusters Score -40729.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -10811.587891 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -10811.59 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 174 members 
Entering Unmasked Estep 
Score: -10440.501953 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -10440.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10528.185547 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -10528.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10549.858398 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -10549.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -10576.970703 Penalty: 525.201111
	Iteration 3F: 3 clusters Score -10576.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10587.368164 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -10587.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10601.761719 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -10601.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10628.187500 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -10628.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10666.744141 Penalty: 525.201111
	Iteration 7F: 3 clusters Score -10666.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10684.045898 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -10684.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10698.220703 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -10698.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10702.392578 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -10702.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10708.817383 Penalty: 525.201111
	Iteration 11Q: 3 clusters Score -10708.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10716.451172 Penalty: 525.201111
	Iteration 12Q: 3 clusters Score -10716.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10722.230469 Penalty: 525.201111
	Iteration 13Q: 3 clusters Score -10722.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10727.068359 Penalty: 525.201111
	Iteration 14Q: 3 clusters Score -10727.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10741.338867 Penalty: 525.201111
	Iteration 15Q: 3 clusters Score -10741.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10769.966797 Penalty: 525.201111
	Iteration 16Q: 3 clusters Score -10769.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10816.292969 Penalty: 525.201111
	Iteration 17Q: 3 clusters Score -10816.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10843.525391 Penalty: 525.201111
	Iteration 18Q: 3 clusters Score -10843.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10854.863281 Penalty: 525.201111
	Iteration 19Q: 3 clusters Score -10854.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10856.412109 Penalty: 525.201111
	Iteration 20F: 3 clusters Score -10856.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 2376 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 282871 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 1373 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 643 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 57597 members 
Mstep: Class 28 contains 217108 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 3872 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 160 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2064 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 832 members 
Mstep: Class 40 contains 1849 members 
Mstep: Class 41 contains 26446 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 934 members 
Mstep: Class 44 contains 5962 members 
Mstep: Class 45 contains 1554 members 
Mstep: Class 46 contains 432 members 
Mstep: Class 47 contains 161 members 
Entering Unmasked Estep 
Score: -28358518.000000 Penalty: 28871.457031
Splitting cluster 35 changes total score from -28358846.000000 to -28358518.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -20441.875000 Penalty: 292.698761
	Iteration 0F: 2 clusters Score -20441.88 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 307 members 
Entering Unmasked Estep 
Score: -19895.085938 Penalty: 585.397522
	Iteration 0F: 3 clusters Score -19895.09 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -20069.101562 Penalty: 585.397522
	Iteration 1F: 3 clusters Score -20069.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -20139.447266 Penalty: 585.397522
	Iteration 2F: 3 clusters Score -20139.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -20181.861328 Penalty: 585.397522
	Iteration 3F: 3 clusters Score -20181.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -20216.728516 Penalty: 585.397522
	Iteration 4F: 3 clusters Score -20216.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -20230.828125 Penalty: 585.397522
	Iteration 5Q: 3 clusters Score -20230.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -20235.523438 Penalty: 585.397522
	Iteration 6Q: 3 clusters Score -20235.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -20237.482422 Penalty: 585.397522
	Iteration 7Q: 3 clusters Score -20237.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -20238.871094 Penalty: 585.397522
	Iteration 8Q: 3 clusters Score -20238.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -20239.562500 Penalty: 585.397522
	Iteration 9Q: 3 clusters Score -20239.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -20239.785156 Penalty: 585.397522
	Iteration 10Q: 3 clusters Score -20239.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -20239.785156 Penalty: 585.397522
	Iteration 11F: 3 clusters Score -20239.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Entering Unmasked Estep 
Score: -85326.875000 Penalty: 347.274231
	Iteration 0F: 2 clusters Score -85326.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -83852.820312 Penalty: 694.548462
	Iteration 0F: 3 clusters Score -83852.82 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -84439.421875 Penalty: 694.548462
	Iteration 1F: 3 clusters Score -84439.42 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -84607.210938 Penalty: 694.548462
	Iteration 2F: 3 clusters Score -84607.21 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -84725.289062 Penalty: 694.548462
	Iteration 3F: 3 clusters Score -84725.29 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -84832.539062 Penalty: 694.548462
	Iteration 4F: 3 clusters Score -84832.54 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -84900.460938 Penalty: 694.548462
	Iteration 5Q: 3 clusters Score -84900.46 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -84942.820312 Penalty: 694.548462
	Iteration 6Q: 3 clusters Score -84942.82 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -84973.039062 Penalty: 694.548462
	Iteration 7Q: 3 clusters Score -84973.04 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -85002.914062 Penalty: 694.548462
	Iteration 8Q: 3 clusters Score -85002.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -85018.687500 Penalty: 694.548462
	Iteration 9Q: 3 clusters Score -85018.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -85028.179688 Penalty: 694.548462
	Iteration 10Q: 3 clusters Score -85028.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -85032.867188 Penalty: 694.548462
	Iteration 11Q: 3 clusters Score -85032.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -85035.445312 Penalty: 694.548462
	Iteration 12Q: 3 clusters Score -85035.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -85038.757812 Penalty: 694.548462
	Iteration 13Q: 3 clusters Score -85038.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -85040.445312 Penalty: 694.548462
	Iteration 14Q: 3 clusters Score -85040.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -85041.664062 Penalty: 694.548462
	Iteration 15Q: 3 clusters Score -85041.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -85042.328125 Penalty: 694.548462
	Iteration 16Q: 3 clusters Score -85042.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -85042.492188 Penalty: 694.548462
	Iteration 17Q: 3 clusters Score -85042.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -85042.664062 Penalty: 694.548462
	Iteration 18Q: 3 clusters Score -85042.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -85042.960938 Penalty: 694.548462
	Iteration 19Q: 3 clusters Score -85042.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -85043.304688 Penalty: 694.548462
	Iteration 20F: 3 clusters Score -85043.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -85044.937500 Penalty: 694.548462
	Iteration 21Q: 3 clusters Score -85044.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -85045.460938 Penalty: 694.548462
	Iteration 22Q: 3 clusters Score -85045.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -85045.609375 Penalty: 694.548462
	Iteration 23Q: 3 clusters Score -85045.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -85045.609375 Penalty: 694.548462
	Iteration 24F: 3 clusters Score -85045.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -11359.230469 Penalty: 272.611633
	Iteration 0F: 2 clusters Score -11359.23 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 212 members 
Entering Unmasked Estep 
Score: -10998.052734 Penalty: 545.223267
	Iteration 0F: 3 clusters Score -10998.05 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11145.625000 Penalty: 545.223267
	Iteration 1F: 3 clusters Score -11145.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -11192.000000 Penalty: 545.223267
	Iteration 2F: 3 clusters Score -11192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -11215.989258 Penalty: 545.223267
	Iteration 3Q: 3 clusters Score -11215.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -11235.851562 Penalty: 545.223267
	Iteration 4Q: 3 clusters Score -11235.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -11244.337891 Penalty: 545.223267
	Iteration 5Q: 3 clusters Score -11244.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -11257.150391 Penalty: 545.223267
	Iteration 6Q: 3 clusters Score -11257.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -11260.902344 Penalty: 545.223267
	Iteration 7Q: 3 clusters Score -11260.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -11261.343750 Penalty: 545.223267
	Iteration 8Q: 3 clusters Score -11261.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -11261.343750 Penalty: 545.223267
	Iteration 9F: 3 clusters Score -11261.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -30771.083984 Penalty: 305.934387
	Iteration 0F: 2 clusters Score -30771.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -30058.966797 Penalty: 611.868774
	Iteration 0F: 3 clusters Score -30058.97 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -30236.470703 Penalty: 611.868774
	Iteration 1F: 3 clusters Score -30236.47 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -30277.943359 Penalty: 611.868774
	Iteration 2F: 3 clusters Score -30277.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -30308.455078 Penalty: 611.868774
	Iteration 3Q: 3 clusters Score -30308.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -30333.894531 Penalty: 611.868774
	Iteration 4Q: 3 clusters Score -30333.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30356.466797 Penalty: 611.868774
	Iteration 5Q: 3 clusters Score -30356.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30379.896484 Penalty: 611.868774
	Iteration 6Q: 3 clusters Score -30379.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30400.849609 Penalty: 611.868774
	Iteration 7Q: 3 clusters Score -30400.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30419.759766 Penalty: 611.868774
	Iteration 8Q: 3 clusters Score -30419.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30434.197266 Penalty: 611.868774
	Iteration 9Q: 3 clusters Score -30434.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30452.197266 Penalty: 611.868774
	Iteration 10Q: 3 clusters Score -30452.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30472.484375 Penalty: 611.868774
	Iteration 11Q: 3 clusters Score -30472.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30487.394531 Penalty: 611.868774
	Iteration 12Q: 3 clusters Score -30487.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -30494.134766 Penalty: 611.868774
	Iteration 13Q: 3 clusters Score -30494.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -30497.216797 Penalty: 611.868774
	Iteration 14Q: 3 clusters Score -30497.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -30501.386719 Penalty: 611.868774
	Iteration 15Q: 3 clusters Score -30501.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -30503.419922 Penalty: 611.868774
	Iteration 16Q: 3 clusters Score -30503.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -30506.945312 Penalty: 611.868774
	Iteration 17Q: 3 clusters Score -30506.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -30511.898438 Penalty: 611.868774
	Iteration 18Q: 3 clusters Score -30511.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -30519.617188 Penalty: 611.868774
	Iteration 19Q: 3 clusters Score -30519.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -30523.527344 Penalty: 611.868774
	Iteration 20F: 3 clusters Score -30523.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -30526.060547 Penalty: 611.868774
	Iteration 21Q: 3 clusters Score -30526.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -30527.628906 Penalty: 611.868774
	Iteration 22Q: 3 clusters Score -30527.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -30528.488281 Penalty: 611.868774
	Iteration 23Q: 3 clusters Score -30528.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -30528.488281 Penalty: 611.868774
	Iteration 24F: 3 clusters Score -30528.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Entering Unmasked Estep 
Score: -62846.562500 Penalty: 342.269226
	Iteration 0F: 2 clusters Score -62846.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -61471.589844 Penalty: 684.538452
	Iteration 0F: 3 clusters Score -61471.59 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -61909.269531 Penalty: 684.538452
	Iteration 1F: 3 clusters Score -61909.27 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -61999.148438 Penalty: 684.538452
	Iteration 2F: 3 clusters Score -61999.15 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -62063.359375 Penalty: 684.538452
	Iteration 3F: 3 clusters Score -62063.36 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -62123.441406 Penalty: 684.538452
	Iteration 4Q: 3 clusters Score -62123.44 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -62200.500000 Penalty: 684.538452
	Iteration 5F: 3 clusters Score -62200.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -62282.007812 Penalty: 684.538452
	Iteration 6F: 3 clusters Score -62282.01 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -62333.089844 Penalty: 684.538452
	Iteration 7Q: 3 clusters Score -62333.09 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -62378.847656 Penalty: 684.538452
	Iteration 8Q: 3 clusters Score -62378.85 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -62420.820312 Penalty: 684.538452
	Iteration 9Q: 3 clusters Score -62420.82 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -62457.683594 Penalty: 684.538452
	Iteration 10Q: 3 clusters Score -62457.68 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -62478.289062 Penalty: 684.538452
	Iteration 11Q: 3 clusters Score -62478.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -62495.218750 Penalty: 684.538452
	Iteration 12Q: 3 clusters Score -62495.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -62501.316406 Penalty: 684.538452
	Iteration 13Q: 3 clusters Score -62501.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -62503.703125 Penalty: 684.538452
	Iteration 14Q: 3 clusters Score -62503.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -62504.566406 Penalty: 684.538452
	Iteration 15Q: 3 clusters Score -62504.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -62505.656250 Penalty: 684.538452
	Iteration 16Q: 3 clusters Score -62505.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -62506.570312 Penalty: 684.538452
	Iteration 17Q: 3 clusters Score -62506.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -62508.992188 Penalty: 684.538452
	Iteration 18Q: 3 clusters Score -62508.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -62510.300781 Penalty: 684.538452
	Iteration 19Q: 3 clusters Score -62510.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -62511.519531 Penalty: 684.538452
	Iteration 20F: 3 clusters Score -62511.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -62513.714844 Penalty: 684.538452
	Iteration 21Q: 3 clusters Score -62513.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -62516.070312 Penalty: 684.538452
	Iteration 22Q: 3 clusters Score -62516.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -62518.343750 Penalty: 684.538452
	Iteration 23Q: 3 clusters Score -62518.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -62521.183594 Penalty: 684.538452
	Iteration 24Q: 3 clusters Score -62521.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -62523.011719 Penalty: 684.538452
	Iteration 25Q: 3 clusters Score -62523.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -62527.011719 Penalty: 684.538452
	Iteration 26Q: 3 clusters Score -62527.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -62530.667969 Penalty: 684.538452
	Iteration 27Q: 3 clusters Score -62530.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -62533.347656 Penalty: 684.538452
	Iteration 28Q: 3 clusters Score -62533.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -62537.062500 Penalty: 684.538452
	Iteration 29Q: 3 clusters Score -62537.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -62539.585938 Penalty: 684.538452
	Iteration 30Q: 3 clusters Score -62539.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -62540.847656 Penalty: 684.538452
	Iteration 31Q: 3 clusters Score -62540.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -62541.867188 Penalty: 684.538452
	Iteration 32Q: 3 clusters Score -62541.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -62543.628906 Penalty: 684.538452
	Iteration 33Q: 3 clusters Score -62543.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -62547.070312 Penalty: 684.538452
	Iteration 34Q: 3 clusters Score -62547.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -62551.523438 Penalty: 684.538452
	Iteration 35Q: 3 clusters Score -62551.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -62552.574219 Penalty: 684.538452
	Iteration 36Q: 3 clusters Score -62552.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -62552.921875 Penalty: 684.538452
	Iteration 37Q: 3 clusters Score -62552.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -62553.132812 Penalty: 684.538452
	Iteration 38Q: 3 clusters Score -62553.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -62553.109375 Penalty: 684.538452
	Iteration 39Q: 3 clusters Score -62553.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -62553.109375 Penalty: 684.538452
	Iteration 40F: 3 clusters Score -62553.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (26446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Entering Unmasked Estep 
Score: -1011270.750000 Penalty: 463.320160
	Iteration 0F: 2 clusters Score -1011271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -993562.812500 Penalty: 926.640320
	Iteration 0F: 3 clusters Score -993562.8 nChanged 12704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1001258.875000 Penalty: 926.640320
	Iteration 1F: 3 clusters Score -1001259 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1001907.812500 Penalty: 926.640320
	Iteration 2F: 3 clusters Score -1001908 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1002719.875000 Penalty: 926.640320
	Iteration 3F: 3 clusters Score -1002720 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1003515.687500 Penalty: 926.640320
	Iteration 4F: 3 clusters Score -1003516 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -1004286.125000 Penalty: 926.640320
	Iteration 5F: 3 clusters Score -1004286 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -1004981.312500 Penalty: 926.640320
	Iteration 6F: 3 clusters Score -1004981 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -1005589.812500 Penalty: 926.640320
	Iteration 7Q: 3 clusters Score -1005590 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -1006126.937500 Penalty: 926.640320
	Iteration 8Q: 3 clusters Score -1006127 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -1006643.875000 Penalty: 926.640320
	Iteration 9Q: 3 clusters Score -1006644 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -1007195.250000 Penalty: 926.640320
	Iteration 10Q: 3 clusters Score -1007195 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -1007800.312500 Penalty: 926.640320
	Iteration 11Q: 3 clusters Score -1007800 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -1008392.812500 Penalty: 926.640320
	Iteration 12Q: 3 clusters Score -1008393 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -1008932.687500 Penalty: 926.640320
	Iteration 13Q: 3 clusters Score -1008933 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -1009465.000000 Penalty: 926.640320
	Iteration 14Q: 3 clusters Score -1009465 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -1009935.750000 Penalty: 926.640320
	Iteration 15Q: 3 clusters Score -1009936 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -1010290.687500 Penalty: 926.640320
	Iteration 16Q: 3 clusters Score -1010291 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -1010499.125000 Penalty: 926.640320
	Iteration 17Q: 3 clusters Score -1010499 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -1010659.625000 Penalty: 926.640320
	Iteration 18Q: 3 clusters Score -1010660 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -1010754.687500 Penalty: 926.640320
	Iteration 19Q: 3 clusters Score -1010755 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -1010847.750000 Penalty: 926.640320
	Iteration 20F: 3 clusters Score -1010848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -1010911.062500 Penalty: 926.640320
	Iteration 21Q: 3 clusters Score -1010911 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -1010964.625000 Penalty: 926.640320
	Iteration 22Q: 3 clusters Score -1010965 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -1011004.625000 Penalty: 926.640320
	Iteration 23Q: 3 clusters Score -1011005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -1011053.562500 Penalty: 926.640320
	Iteration 24Q: 3 clusters Score -1011054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -1011077.812500 Penalty: 926.640320
	Iteration 25Q: 3 clusters Score -1011078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -1011085.687500 Penalty: 926.640320
	Iteration 26Q: 3 clusters Score -1011086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -1011094.125000 Penalty: 926.640320
	Iteration 27Q: 3 clusters Score -1011094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -1011100.125000 Penalty: 926.640320
	Iteration 28Q: 3 clusters Score -1011100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -1011106.125000 Penalty: 926.640320
	Iteration 29Q: 3 clusters Score -1011106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -1011106.750000 Penalty: 926.640320
	Iteration 30Q: 3 clusters Score -1011107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -1011110.187500 Penalty: 926.640320
	Iteration 31Q: 3 clusters Score -1011110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -1011110.875000 Penalty: 926.640320
	Iteration 32Q: 3 clusters Score -1011111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -1011111.937500 Penalty: 926.640320
	Iteration 33Q: 3 clusters Score -1011112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -1011111.937500 Penalty: 926.640320
	Iteration 34F: 3 clusters Score -1011112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Entering Unmasked Estep 
Score: -53186.375000 Penalty: 331.708313
	Iteration 0F: 2 clusters Score -53186.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -52114.113281 Penalty: 663.416626
	Iteration 0F: 3 clusters Score -52114.11 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -52519.382812 Penalty: 663.416626
	Iteration 1F: 3 clusters Score -52519.38 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -52615.128906 Penalty: 663.416626
	Iteration 2F: 3 clusters Score -52615.13 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -52677.699219 Penalty: 663.416626
	Iteration 3F: 3 clusters Score -52677.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -52729.273438 Penalty: 663.416626
	Iteration 4Q: 3 clusters Score -52729.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -52790.355469 Penalty: 663.416626
	Iteration 5Q: 3 clusters Score -52790.36 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -52853.742188 Penalty: 663.416626
	Iteration 6Q: 3 clusters Score -52853.74 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -52919.027344 Penalty: 663.416626
	Iteration 7Q: 3 clusters Score -52919.03 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -52986.113281 Penalty: 663.416626
	Iteration 8Q: 3 clusters Score -52986.11 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -53052.003906 Penalty: 663.416626
	Iteration 9Q: 3 clusters Score -53052 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -53081.312500 Penalty: 663.416626
	Iteration 10Q: 3 clusters Score -53081.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -53089.730469 Penalty: 663.416626
	Iteration 11Q: 3 clusters Score -53089.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -53096.050781 Penalty: 663.416626
	Iteration 12Q: 3 clusters Score -53096.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -53098.843750 Penalty: 663.416626
	Iteration 13Q: 3 clusters Score -53098.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -53099.324219 Penalty: 663.416626
	Iteration 14Q: 3 clusters Score -53099.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -53099.417969 Penalty: 663.416626
	Iteration 15Q: 3 clusters Score -53099.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -53099.609375 Penalty: 663.416626
	Iteration 16Q: 3 clusters Score -53099.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -53099.609375 Penalty: 663.416626
	Iteration 17F: 3 clusters Score -53099.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Entering Unmasked Estep 
Score: -38598.265625 Penalty: 311.196198
	Iteration 0F: 2 clusters Score -38598.27 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 476 members 
Entering Unmasked Estep 
Score: -37860.617188 Penalty: 622.392395
	Iteration 0F: 3 clusters Score -37860.62 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -38028.191406 Penalty: 622.392395
	Iteration 1F: 3 clusters Score -38028.19 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -38056.972656 Penalty: 622.392395
	Iteration 2F: 3 clusters Score -38056.97 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -38077.265625 Penalty: 622.392395
	Iteration 3Q: 3 clusters Score -38077.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -38098.015625 Penalty: 622.392395
	Iteration 4Q: 3 clusters Score -38098.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -38117.304688 Penalty: 622.392395
	Iteration 5Q: 3 clusters Score -38117.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -38133.687500 Penalty: 622.392395
	Iteration 6Q: 3 clusters Score -38133.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -38159.371094 Penalty: 622.392395
	Iteration 7Q: 3 clusters Score -38159.37 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -38190.046875 Penalty: 622.392395
	Iteration 8Q: 3 clusters Score -38190.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -38220.261719 Penalty: 622.392395
	Iteration 9Q: 3 clusters Score -38220.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -38239.945312 Penalty: 622.392395
	Iteration 10Q: 3 clusters Score -38239.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -38254.937500 Penalty: 622.392395
	Iteration 11Q: 3 clusters Score -38254.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -38278.203125 Penalty: 622.392395
	Iteration 12Q: 3 clusters Score -38278.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -38285.152344 Penalty: 622.392395
	Iteration 13Q: 3 clusters Score -38285.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -38288.257812 Penalty: 622.392395
	Iteration 14Q: 3 clusters Score -38288.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -38291.867188 Penalty: 622.392395
	Iteration 15Q: 3 clusters Score -38291.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -38293.195312 Penalty: 622.392395
	Iteration 16Q: 3 clusters Score -38293.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -38294.105469 Penalty: 622.392395
	Iteration 17Q: 3 clusters Score -38294.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -38294.632812 Penalty: 622.392395
	Iteration 18Q: 3 clusters Score -38294.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -38294.867188 Penalty: 622.392395
	Iteration 19Q: 3 clusters Score -38294.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -38295.238281 Penalty: 622.392395
	Iteration 20F: 3 clusters Score -38295.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -38296.386719 Penalty: 622.392395
	Iteration 21Q: 3 clusters Score -38296.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -38296.777344 Penalty: 622.392395
	Iteration 22Q: 3 clusters Score -38296.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -38297.687500 Penalty: 622.392395
	Iteration 23Q: 3 clusters Score -38297.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -38299.734375 Penalty: 622.392395
	Iteration 24Q: 3 clusters Score -38299.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -38304.406250 Penalty: 622.392395
	Iteration 25Q: 3 clusters Score -38304.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -38307.855469 Penalty: 622.392395
	Iteration 26Q: 3 clusters Score -38307.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -38310.257812 Penalty: 622.392395
	Iteration 27Q: 3 clusters Score -38310.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -38314.597656 Penalty: 622.392395
	Iteration 28Q: 3 clusters Score -38314.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -38318.945312 Penalty: 622.392395
	Iteration 29Q: 3 clusters Score -38318.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -38322.570312 Penalty: 622.392395
	Iteration 30Q: 3 clusters Score -38322.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -38325.164062 Penalty: 622.392395
	Iteration 31Q: 3 clusters Score -38325.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -38326.476562 Penalty: 622.392395
	Iteration 32Q: 3 clusters Score -38326.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -38326.792969 Penalty: 622.392395
	Iteration 33Q: 3 clusters Score -38326.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -38327.609375 Penalty: 622.392395
	Iteration 34Q: 3 clusters Score -38327.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -38328.867188 Penalty: 622.392395
	Iteration 35Q: 3 clusters Score -38328.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -38330.664062 Penalty: 622.392395
	Iteration 36Q: 3 clusters Score -38330.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -38330.941406 Penalty: 622.392395
	Iteration 37Q: 3 clusters Score -38330.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -38330.941406 Penalty: 622.392395
	Iteration 38F: 3 clusters Score -38330.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Entering Unmasked Estep 
Score: -233820.250000 Penalty: 395.538818
	Iteration 0F: 2 clusters Score -233820.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -229791.437500 Penalty: 791.077637
	Iteration 0F: 3 clusters Score -229791.4 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -231335.562500 Penalty: 791.077637
	Iteration 1F: 3 clusters Score -231335.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -231591.359375 Penalty: 791.077637
	Iteration 2F: 3 clusters Score -231591.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -231838.859375 Penalty: 791.077637
	Iteration 3F: 3 clusters Score -231838.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -232066.937500 Penalty: 791.077637
	Iteration 4F: 3 clusters Score -232066.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -232245.578125 Penalty: 791.077637
	Iteration 5F: 3 clusters Score -232245.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -232380.000000 Penalty: 791.077637
	Iteration 6Q: 3 clusters Score -232380 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -232483.468750 Penalty: 791.077637
	Iteration 7Q: 3 clusters Score -232483.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -232565.437500 Penalty: 791.077637
	Iteration 8Q: 3 clusters Score -232565.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -232618.453125 Penalty: 791.077637
	Iteration 9Q: 3 clusters Score -232618.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -232664.453125 Penalty: 791.077637
	Iteration 10Q: 3 clusters Score -232664.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -232707.125000 Penalty: 791.077637
	Iteration 11Q: 3 clusters Score -232707.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -232746.515625 Penalty: 791.077637
	Iteration 12Q: 3 clusters Score -232746.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -232776.250000 Penalty: 791.077637
	Iteration 13Q: 3 clusters Score -232776.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -232803.312500 Penalty: 791.077637
	Iteration 14Q: 3 clusters Score -232803.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -232826.531250 Penalty: 791.077637
	Iteration 15Q: 3 clusters Score -232826.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -232856.296875 Penalty: 791.077637
	Iteration 16Q: 3 clusters Score -232856.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -232892.843750 Penalty: 791.077637
	Iteration 17Q: 3 clusters Score -232892.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -232934.593750 Penalty: 791.077637
	Iteration 18Q: 3 clusters Score -232934.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -232982.984375 Penalty: 791.077637
	Iteration 19Q: 3 clusters Score -232983 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -233027.500000 Penalty: 791.077637
	Iteration 20F: 3 clusters Score -233027.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -233074.750000 Penalty: 791.077637
	Iteration 21Q: 3 clusters Score -233074.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -233121.937500 Penalty: 791.077637
	Iteration 22Q: 3 clusters Score -233121.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -233162.781250 Penalty: 791.077637
	Iteration 23Q: 3 clusters Score -233162.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -233203.953125 Penalty: 791.077637
	Iteration 24Q: 3 clusters Score -233204 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -233238.734375 Penalty: 791.077637
	Iteration 25Q: 3 clusters Score -233238.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -233269.546875 Penalty: 791.077637
	Iteration 26Q: 3 clusters Score -233269.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -233306.328125 Penalty: 791.077637
	Iteration 27Q: 3 clusters Score -233306.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -233341.484375 Penalty: 791.077637
	Iteration 28Q: 3 clusters Score -233341.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -233374.687500 Penalty: 791.077637
	Iteration 29Q: 3 clusters Score -233374.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -233404.078125 Penalty: 791.077637
	Iteration 30Q: 3 clusters Score -233404.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -233424.406250 Penalty: 791.077637
	Iteration 31Q: 3 clusters Score -233424.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -233442.875000 Penalty: 791.077637
	Iteration 32Q: 3 clusters Score -233442.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -233457.968750 Penalty: 791.077637
	Iteration 33Q: 3 clusters Score -233458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -233470.359375 Penalty: 791.077637
	Iteration 34Q: 3 clusters Score -233470.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -233480.171875 Penalty: 791.077637
	Iteration 35Q: 3 clusters Score -233480.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -233488.875000 Penalty: 791.077637
	Iteration 36Q: 3 clusters Score -233488.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -233492.296875 Penalty: 791.077637
	Iteration 37Q: 3 clusters Score -233492.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -233494.921875 Penalty: 791.077637
	Iteration 38Q: 3 clusters Score -233494.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -233495.828125 Penalty: 791.077637
	Iteration 39Q: 3 clusters Score -233495.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -233496.468750 Penalty: 791.077637
	Iteration 40F: 3 clusters Score -233496.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -233496.515625 Penalty: 791.077637
	Iteration 41Q: 3 clusters Score -233496.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -233496.781250 Penalty: 791.077637
	Iteration 42Q: 3 clusters Score -233496.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -233497.656250 Penalty: 791.077637
	Iteration 43Q: 3 clusters Score -233497.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -233498.265625 Penalty: 791.077637
	Iteration 44Q: 3 clusters Score -233498.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -233500.546875 Penalty: 791.077637
	Iteration 45Q: 3 clusters Score -233500.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -233503.703125 Penalty: 791.077637
	Iteration 46Q: 3 clusters Score -233503.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -233505.906250 Penalty: 791.077637
	Iteration 47Q: 3 clusters Score -233505.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -233507.406250 Penalty: 791.077637
	Iteration 48Q: 3 clusters Score -233507.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -233508.734375 Penalty: 791.077637
	Iteration 49Q: 3 clusters Score -233508.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -233509.765625 Penalty: 791.077637
	Iteration 50Q: 3 clusters Score -233509.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -233513.234375 Penalty: 791.077637
	Iteration 51Q: 3 clusters Score -233513.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -233515.421875 Penalty: 791.077637
	Iteration 52Q: 3 clusters Score -233515.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -233518.875000 Penalty: 791.077637
	Iteration 53Q: 3 clusters Score -233518.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -233521.343750 Penalty: 791.077637
	Iteration 54Q: 3 clusters Score -233521.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -233523.718750 Penalty: 791.077637
	Iteration 55Q: 3 clusters Score -233523.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -233526.625000 Penalty: 791.077637
	Iteration 56Q: 3 clusters Score -233526.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -233529.031250 Penalty: 791.077637
	Iteration 57Q: 3 clusters Score -233529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -233530.484375 Penalty: 791.077637
	Iteration 58Q: 3 clusters Score -233530.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -233531.781250 Penalty: 791.077637
	Iteration 59Q: 3 clusters Score -233531.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -233533.921875 Penalty: 791.077637
	Iteration 60F: 3 clusters Score -233533.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -233537.250000 Penalty: 791.077637
	Iteration 61Q: 3 clusters Score -233537.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -233542.390625 Penalty: 791.077637
	Iteration 62Q: 3 clusters Score -233542.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -233549.093750 Penalty: 791.077637
	Iteration 63Q: 3 clusters Score -233549.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -233551.578125 Penalty: 791.077637
	Iteration 64Q: 3 clusters Score -233551.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -233553.359375 Penalty: 791.077637
	Iteration 65Q: 3 clusters Score -233553.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -233555.656250 Penalty: 791.077637
	Iteration 66Q: 3 clusters Score -233555.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -233557.125000 Penalty: 791.077637
	Iteration 67Q: 3 clusters Score -233557.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -233559.406250 Penalty: 791.077637
	Iteration 68Q: 3 clusters Score -233559.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -233564.156250 Penalty: 791.077637
	Iteration 69Q: 3 clusters Score -233564.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -233570.609375 Penalty: 791.077637
	Iteration 70Q: 3 clusters Score -233570.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -233572.046875 Penalty: 791.077637
	Iteration 71Q: 3 clusters Score -233572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -233573.906250 Penalty: 791.077637
	Iteration 72Q: 3 clusters Score -233573.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -233576.312500 Penalty: 791.077637
	Iteration 73Q: 3 clusters Score -233576.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -233578.906250 Penalty: 791.077637
	Iteration 74Q: 3 clusters Score -233578.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -233580.437500 Penalty: 791.077637
	Iteration 75Q: 3 clusters Score -233580.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -233581.859375 Penalty: 791.077637
	Iteration 76Q: 3 clusters Score -233581.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -233583.812500 Penalty: 791.077637
	Iteration 77Q: 3 clusters Score -233583.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -233585.609375 Penalty: 791.077637
	Iteration 78Q: 3 clusters Score -233585.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -233586.359375 Penalty: 791.077637
	Iteration 79Q: 3 clusters Score -233586.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -233586.328125 Penalty: 791.077637
	Iteration 80F: 3 clusters Score -233586.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Entering Unmasked Estep 
Score: -61701.585938 Penalty: 334.360718
	Iteration 0F: 2 clusters Score -61701.59 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 783 members 
Entering Unmasked Estep 
Score: -60528.277344 Penalty: 668.721436
	Iteration 0F: 3 clusters Score -60528.28 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -60914.730469 Penalty: 668.721436
	Iteration 1F: 3 clusters Score -60914.73 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -61011.246094 Penalty: 668.721436
	Iteration 2F: 3 clusters Score -61011.25 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -61089.332031 Penalty: 668.721436
	Iteration 3F: 3 clusters Score -61089.33 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -61143.613281 Penalty: 668.721436
	Iteration 4F: 3 clusters Score -61143.61 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -61192.574219 Penalty: 668.721436
	Iteration 5Q: 3 clusters Score -61192.57 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -61221.402344 Penalty: 668.721436
	Iteration 6Q: 3 clusters Score -61221.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -61254.316406 Penalty: 668.721436
	Iteration 7Q: 3 clusters Score -61254.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -61282.519531 Penalty: 668.721436
	Iteration 8Q: 3 clusters Score -61282.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -61302.835938 Penalty: 668.721436
	Iteration 9Q: 3 clusters Score -61302.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -61315.781250 Penalty: 668.721436
	Iteration 10Q: 3 clusters Score -61315.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -61321.050781 Penalty: 668.721436
	Iteration 11Q: 3 clusters Score -61321.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -61325.910156 Penalty: 668.721436
	Iteration 12Q: 3 clusters Score -61325.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -61329.441406 Penalty: 668.721436
	Iteration 13Q: 3 clusters Score -61329.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -61330.347656 Penalty: 668.721436
	Iteration 14Q: 3 clusters Score -61330.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -61331.851562 Penalty: 668.721436
	Iteration 15Q: 3 clusters Score -61331.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -61332.453125 Penalty: 668.721436
	Iteration 16Q: 3 clusters Score -61332.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -61332.980469 Penalty: 668.721436
	Iteration 17Q: 3 clusters Score -61332.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -61333.523438 Penalty: 668.721436
	Iteration 18Q: 3 clusters Score -61333.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -61334.886719 Penalty: 668.721436
	Iteration 19Q: 3 clusters Score -61334.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -61335.378906 Penalty: 668.721436
	Iteration 20F: 3 clusters Score -61335.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -61336.011719 Penalty: 668.721436
	Iteration 21Q: 3 clusters Score -61336.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -61336.601562 Penalty: 668.721436
	Iteration 22Q: 3 clusters Score -61336.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -61337.050781 Penalty: 668.721436
	Iteration 23Q: 3 clusters Score -61337.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -61337.269531 Penalty: 668.721436
	Iteration 24Q: 3 clusters Score -61337.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -61337.503906 Penalty: 668.721436
	Iteration 25Q: 3 clusters Score -61337.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -61337.667969 Penalty: 668.721436
	Iteration 26Q: 3 clusters Score -61337.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -61337.726562 Penalty: 668.721436
	Iteration 27Q: 3 clusters Score -61337.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -61338.031250 Penalty: 668.721436
	Iteration 28Q: 3 clusters Score -61338.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -61338.105469 Penalty: 668.721436
	Iteration 29Q: 3 clusters Score -61338.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -61338.105469 Penalty: 668.721436
	Iteration 30F: 3 clusters Score -61338.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -15892.987305 Penalty: 276.113373
	Iteration 0F: 2 clusters Score -15892.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15427.932617 Penalty: 552.226746
	Iteration 0F: 3 clusters Score -15427.93 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15525.080078 Penalty: 552.226746
	Iteration 1F: 3 clusters Score -15525.08 nChanged 33
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: -15560.513672 Penalty: 552.226746
	Iteration 2F: 3 clusters Score -15560.51 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15596.251953 Penalty: 552.226746
	Iteration 3F: 3 clusters Score -15596.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15610.971680 Penalty: 552.226746
	Iteration 4Q: 3 clusters Score -15610.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15615.636719 Penalty: 552.226746
	Iteration 5Q: 3 clusters Score -15615.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15616.795898 Penalty: 552.226746
	Iteration 6Q: 3 clusters Score -15616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15617.292969 Penalty: 552.226746
	Iteration 7Q: 3 clusters Score -15617.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15617.596680 Penalty: 552.226746
	Iteration 8Q: 3 clusters Score -15617.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15617.596680 Penalty: 552.226746
	Iteration 9F: 3 clusters Score -15617.6 nChanged 0
20->47 Clusters: Score -28358846.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 729999 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 36488 members 
Mstep: Class 3 contains 36597 members 
Mstep: Class 4 contains 36517 members 
Mstep: Class 5 contains 36473 members 
Mstep: Class 6 contains 36301 members 
Mstep: Class 7 contains 36312 members 
Mstep: Class 8 contains 36807 members 
Mstep: Class 9 contains 36679 members 
Mstep: Class 10 contains 36328 members 
Mstep: Class 11 contains 36712 members 
Mstep: Class 12 contains 36385 members 
Mstep: Class 13 contains 36489 members 
Mstep: Class 14 contains 36426 members 
Mstep: Class 15 contains 36561 members 
Mstep: Class 16 contains 36475 members 
Mstep: Class 17 contains 36488 members 
Mstep: Class 18 contains 36511 members 
Mstep: Class 19 contains 36652 members 
Mstep: Class 20 contains 36322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 109.333206 but Gain 614.286133
Score: -24488008.000000 Penalty: 11671.440430
Iteration 0F: 20 clusters Score -2.448801e+07 nChanged 692745
Entering Unmasked Mstep 
Mstep: Class 0 contains 2183 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 12971 members 
Mstep: Class 3 contains 11454 members 
Mstep: Class 4 contains 116659 members 
Mstep: Class 5 contains 13099 members 
Mstep: Class 6 contains 76435 members 
Mstep: Class 8 contains 25019 members 
Mstep: Class 9 contains 11837 members 
Mstep: Class 10 contains 65548 members 
Mstep: Class 11 contains 11150 members 
Mstep: Class 12 contains 73931 members 
Mstep: Class 13 contains 7949 members 
Mstep: Class 14 contains 55587 members 
Mstep: Class 15 contains 12460 members 
Mstep: Class 16 contains 18067 members 
Mstep: Class 17 contains 75260 members 
Mstep: Class 18 contains 28527 members 
Mstep: Class 19 contains 32749 members 
Mstep: Class 20 contains 57597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26898410.000000 Penalty: 11671.440430
Iteration 1F: 20 clusters Score -2.689841e+07 nChanged 298968
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 7651 members 
Mstep: Class 3 contains 5912 members 
Mstep: Class 4 contains 195126 members 
Mstep: Class 5 contains 4723 members 
Mstep: Class 6 contains 47916 members 
Mstep: Class 8 contains 28503 members 
Mstep: Class 9 contains 7070 members 
Mstep: Class 10 contains 45752 members 
Mstep: Class 11 contains 6246 members 
Mstep: Class 12 contains 136707 members 
Mstep: Class 13 contains 2459 members 
Mstep: Class 14 contains 45860 members 
Mstep: Class 15 contains 9609 members 
Mstep: Class 16 contains 11901 members 
Mstep: Class 17 contains 46097 members 
Mstep: Class 18 contains 24154 members 
Mstep: Class 19 contains 32377 members 
Mstep: Class 20 contains 62412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27553202.000000 Penalty: 11671.440430
Iteration 2F: 20 clusters Score -2.75532e+07 nChanged 192982
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6649 members 
Mstep: Class 3 contains 5572 members 
Mstep: Class 4 contains 227506 members 
Mstep: Class 5 contains 3144 members 
Mstep: Class 6 contains 25046 members 
Mstep: Class 8 contains 35104 members 
Mstep: Class 9 contains 4245 members 
Mstep: Class 10 contains 27359 members 
Mstep: Class 11 contains 5365 members 
Mstep: Class 12 contains 182276 members 
Mstep: Class 13 contains 879 members 
Mstep: Class 14 contains 55624 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 8586 members 
Mstep: Class 17 contains 22496 members 
Mstep: Class 18 contains 21306 members 
Mstep: Class 19 contains 24676 members 
Mstep: Class 20 contains 58906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27846952.000000 Penalty: 11671.440430
Iteration 3F: 20 clusters Score -2.784695e+07 nChanged 130312
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 5394 members 
Mstep: Class 4 contains 237782 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 16322 members 
Mstep: Class 8 contains 38396 members 
Mstep: Class 9 contains 2073 members 
Mstep: Class 10 contains 20815 members 
Mstep: Class 11 contains 4998 members 
Mstep: Class 12 contains 217994 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 61267 members 
Mstep: Class 15 contains 12508 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 12023 members 
Mstep: Class 18 contains 17986 members 
Mstep: Class 19 contains 18092 members 
Mstep: Class 20 contains 47740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28011040.000000 Penalty: 11671.440430
Iteration 4F: 20 clusters Score -2.801104e+07 nChanged 87977
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 5150 members 
Mstep: Class 4 contains 239749 members 
Mstep: Class 5 contains 2100 members 
Mstep: Class 6 contains 14189 members 
Mstep: Class 8 contains 39054 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 20079 members 
Mstep: Class 11 contains 4480 members 
Mstep: Class 12 contains 243809 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 62550 members 
Mstep: Class 15 contains 11922 members 
Mstep: Class 16 contains 5675 members 
Mstep: Class 17 contains 7496 members 
Mstep: Class 18 contains 15884 members 
Mstep: Class 19 contains 14233 members 
Mstep: Class 20 contains 37079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 571.549377 but Gain 614.287109
Score: -28126588.000000 Penalty: 11057.153320
Iteration 5F: 19 clusters Score -2.812659e+07 nChanged 61432
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3564 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 239667 members 
Mstep: Class 5 contains 2187 members 
Mstep: Class 6 contains 14819 members 
Mstep: Class 8 contains 37830 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 22089 members 
Mstep: Class 11 contains 3604 members 
Mstep: Class 12 contains 260772 members 
Mstep: Class 14 contains 62212 members 
Mstep: Class 15 contains 9660 members 
Mstep: Class 16 contains 5234 members 
Mstep: Class 17 contains 5324 members 
Mstep: Class 18 contains 15233 members 
Mstep: Class 19 contains 12211 members 
Mstep: Class 20 contains 29601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28204340.000000 Penalty: 11057.153320
Iteration 6F: 19 clusters Score -2.820434e+07 nChanged 44237
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3487 members 
Mstep: Class 3 contains 4589 members 
Mstep: Class 4 contains 238899 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 14973 members 
Mstep: Class 8 contains 35895 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 24711 members 
Mstep: Class 11 contains 2638 members 
Mstep: Class 12 contains 271649 members 
Mstep: Class 14 contains 61762 members 
Mstep: Class 15 contains 6862 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 4369 members 
Mstep: Class 18 contains 15657 members 
Mstep: Class 19 contains 11306 members 
Mstep: Class 20 contains 24251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28249796.000000 Penalty: 11057.153320
Iteration 7F: 19 clusters Score -2.82498e+07 nChanged 32260
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3624 members 
Mstep: Class 3 contains 4371 members 
Mstep: Class 4 contains 238137 members 
Mstep: Class 5 contains 2911 members 
Mstep: Class 6 contains 14957 members 
Mstep: Class 8 contains 33948 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 26211 members 
Mstep: Class 11 contains 1842 members 
Mstep: Class 12 contains 278576 members 
Mstep: Class 14 contains 61672 members 
Mstep: Class 15 contains 5517 members 
Mstep: Class 16 contains 5057 members 
Mstep: Class 17 contains 4018 members 
Mstep: Class 18 contains 15987 members 
Mstep: Class 19 contains 11076 members 
Mstep: Class 20 contains 20217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28279676.000000 Penalty: 11057.153320
Iteration 8Q: 19 clusters Score -2.827968e+07 nChanged 22863
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3830 members 
Mstep: Class 3 contains 4205 members 
Mstep: Class 4 contains 237776 members 
Mstep: Class 5 contains 3291 members 
Mstep: Class 6 contains 14802 members 
Mstep: Class 8 contains 32457 members 
Mstep: Class 9 contains 578 members 
Mstep: Class 10 contains 26710 members 
Mstep: Class 11 contains 1336 members 
Mstep: Class 12 contains 282776 members 
Mstep: Class 14 contains 61816 members 
Mstep: Class 15 contains 5347 members 
Mstep: Class 16 contains 5048 members 
Mstep: Class 17 contains 4004 members 
Mstep: Class 18 contains 16001 members 
Mstep: Class 19 contains 11054 members 
Mstep: Class 20 contains 17041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28294374.000000 Penalty: 11057.153320
Iteration 9Q: 19 clusters Score -2.829437e+07 nChanged 15491
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4050 members 
Mstep: Class 3 contains 4070 members 
Mstep: Class 4 contains 237415 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 14658 members 
Mstep: Class 8 contains 31549 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 27151 members 
Mstep: Class 11 contains 1090 members 
Mstep: Class 12 contains 285666 members 
Mstep: Class 14 contains 62056 members 
Mstep: Class 15 contains 5111 members 
Mstep: Class 16 contains 5037 members 
Mstep: Class 17 contains 4198 members 
Mstep: Class 18 contains 15744 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 14413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28302008.000000 Penalty: 11057.153320
Iteration 10Q: 19 clusters Score -2.830201e+07 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 3946 members 
Mstep: Class 4 contains 236727 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 14519 members 
Mstep: Class 8 contains 31020 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 27513 members 
Mstep: Class 11 contains 988 members 
Mstep: Class 12 contains 287825 members 
Mstep: Class 14 contains 62236 members 
Mstep: Class 15 contains 4873 members 
Mstep: Class 16 contains 5039 members 
Mstep: Class 17 contains 4662 members 
Mstep: Class 18 contains 15268 members 
Mstep: Class 19 contains 11279 members 
Mstep: Class 20 contains 12440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28306466.000000 Penalty: 11057.153320
Iteration 11Q: 19 clusters Score -2.830647e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4458 members 
Mstep: Class 3 contains 3820 members 
Mstep: Class 4 contains 236139 members 
Mstep: Class 5 contains 4090 members 
Mstep: Class 6 contains 14393 members 
Mstep: Class 8 contains 30648 members 
Mstep: Class 9 contains 742 members 
Mstep: Class 10 contains 27875 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 289233 members 
Mstep: Class 14 contains 62424 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 5049 members 
Mstep: Class 17 contains 5143 members 
Mstep: Class 18 contains 14790 members 
Mstep: Class 19 contains 11585 members 
Mstep: Class 20 contains 10957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28309924.000000 Penalty: 11057.153320
Iteration 12Q: 19 clusters Score -2.830992e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4698 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 235514 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 14284 members 
Mstep: Class 8 contains 30316 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 28174 members 
Mstep: Class 11 contains 908 members 
Mstep: Class 12 contains 290234 members 
Mstep: Class 14 contains 62612 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 5055 members 
Mstep: Class 17 contains 5606 members 
Mstep: Class 18 contains 14365 members 
Mstep: Class 19 contains 11979 members 
Mstep: Class 20 contains 9833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28313824.000000 Penalty: 11057.153320
Iteration 13Q: 19 clusters Score -2.831382e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4779 members 
Mstep: Class 3 contains 3670 members 
Mstep: Class 4 contains 234879 members 
Mstep: Class 5 contains 4435 members 
Mstep: Class 6 contains 14161 members 
Mstep: Class 8 contains 29983 members 
Mstep: Class 9 contains 804 members 
Mstep: Class 10 contains 28434 members 
Mstep: Class 11 contains 943 members 
Mstep: Class 12 contains 290956 members 
Mstep: Class 14 contains 62746 members 
Mstep: Class 15 contains 4205 members 
Mstep: Class 16 contains 5056 members 
Mstep: Class 17 contains 5998 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 12486 members 
Mstep: Class 20 contains 8957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28316254.000000 Penalty: 11057.153320
Iteration 14Q: 19 clusters Score -2.831625e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 3665 members 
Mstep: Class 4 contains 234269 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 14121 members 
Mstep: Class 8 contains 29695 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 28707 members 
Mstep: Class 11 contains 1004 members 
Mstep: Class 12 contains 291448 members 
Mstep: Class 14 contains 62832 members 
Mstep: Class 15 contains 4007 members 
Mstep: Class 16 contains 5060 members 
Mstep: Class 17 contains 6313 members 
Mstep: Class 18 contains 13834 members 
Mstep: Class 19 contains 12979 members 
Mstep: Class 20 contains 8291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28317264.000000 Penalty: 11057.153320
Iteration 15Q: 19 clusters Score -2.831726e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4832 members 
Mstep: Class 3 contains 3661 members 
Mstep: Class 4 contains 233687 members 
Mstep: Class 5 contains 4708 members 
Mstep: Class 6 contains 14103 members 
Mstep: Class 8 contains 29414 members 
Mstep: Class 9 contains 860 members 
Mstep: Class 10 contains 28979 members 
Mstep: Class 11 contains 1083 members 
Mstep: Class 12 contains 291757 members 
Mstep: Class 14 contains 62884 members 
Mstep: Class 15 contains 3820 members 
Mstep: Class 16 contains 5063 members 
Mstep: Class 17 contains 6573 members 
Mstep: Class 18 contains 13697 members 
Mstep: Class 19 contains 13458 members 
Mstep: Class 20 contains 7816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28318592.000000 Penalty: 11057.153320
Iteration 16Q: 19 clusters Score -2.831859e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4857 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 233149 members 
Mstep: Class 5 contains 4808 members 
Mstep: Class 6 contains 14097 members 
Mstep: Class 8 contains 29088 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 29196 members 
Mstep: Class 11 contains 1323 members 
Mstep: Class 12 contains 291992 members 
Mstep: Class 14 contains 62922 members 
Mstep: Class 15 contains 3641 members 
Mstep: Class 16 contains 5063 members 
Mstep: Class 17 contains 6730 members 
Mstep: Class 18 contains 13621 members 
Mstep: Class 19 contains 13840 members 
Mstep: Class 20 contains 7490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28320348.000000 Penalty: 11057.153320
Iteration 17Q: 19 clusters Score -2.832035e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4879 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 232670 members 
Mstep: Class 5 contains 4893 members 
Mstep: Class 6 contains 14081 members 
Mstep: Class 8 contains 28703 members 
Mstep: Class 9 contains 889 members 
Mstep: Class 10 contains 29354 members 
Mstep: Class 11 contains 1680 members 
Mstep: Class 12 contains 292172 members 
Mstep: Class 14 contains 62939 members 
Mstep: Class 15 contains 3502 members 
Mstep: Class 16 contains 5063 members 
Mstep: Class 17 contains 6842 members 
Mstep: Class 18 contains 13604 members 
Mstep: Class 19 contains 14169 members 
Mstep: Class 20 contains 7211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28321516.000000 Penalty: 11057.153320
Iteration 18Q: 19 clusters Score -2.832152e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4888 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 232247 members 
Mstep: Class 5 contains 4960 members 
Mstep: Class 6 contains 14068 members 
Mstep: Class 8 contains 28406 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 29523 members 
Mstep: Class 11 contains 1932 members 
Mstep: Class 12 contains 292331 members 
Mstep: Class 14 contains 62956 members 
Mstep: Class 15 contains 3352 members 
Mstep: Class 16 contains 5063 members 
Mstep: Class 17 contains 6942 members 
Mstep: Class 18 contains 13602 members 
Mstep: Class 19 contains 14447 members 
Mstep: Class 20 contains 6972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28322264.000000 Penalty: 11057.153320
Iteration 19Q: 19 clusters Score -2.832226e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4898 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 231871 members 
Mstep: Class 5 contains 5017 members 
Mstep: Class 6 contains 14053 members 
Mstep: Class 8 contains 28206 members 
Mstep: Class 9 contains 926 members 
Mstep: Class 10 contains 29704 members 
Mstep: Class 11 contains 2122 members 
Mstep: Class 12 contains 292407 members 
Mstep: Class 14 contains 62963 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 5063 members 
Mstep: Class 17 contains 7030 members 
Mstep: Class 18 contains 13615 members 
Mstep: Class 19 contains 14694 members 
Mstep: Class 20 contains 6799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28323614.000000 Penalty: 11057.153320
Iteration 20F: 19 clusters Score -2.832361e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4891 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 231406 members 
Mstep: Class 5 contains 5098 members 
Mstep: Class 6 contains 14044 members 
Mstep: Class 8 contains 27906 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 29864 members 
Mstep: Class 11 contains 2389 members 
Mstep: Class 12 contains 292476 members 
Mstep: Class 14 contains 62906 members 
Mstep: Class 15 contains 3034 members 
Mstep: Class 16 contains 5056 members 
Mstep: Class 17 contains 6993 members 
Mstep: Class 18 contains 13614 members 
Mstep: Class 19 contains 15159 members 
Mstep: Class 20 contains 6505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28324434.000000 Penalty: 11057.153320
Iteration 21Q: 19 clusters Score -2.832443e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4900 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 230989 members 
Mstep: Class 5 contains 5186 members 
Mstep: Class 6 contains 14028 members 
Mstep: Class 8 contains 27695 members 
Mstep: Class 9 contains 1070 members 
Mstep: Class 10 contains 30023 members 
Mstep: Class 11 contains 2565 members 
Mstep: Class 12 contains 292539 members 
Mstep: Class 14 contains 62831 members 
Mstep: Class 15 contains 2890 members 
Mstep: Class 16 contains 5052 members 
Mstep: Class 17 contains 6958 members 
Mstep: Class 18 contains 13628 members 
Mstep: Class 19 contains 15536 members 
Mstep: Class 20 contains 6334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28324966.000000 Penalty: 11057.153320
Iteration 22Q: 19 clusters Score -2.832497e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4905 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 230632 members 
Mstep: Class 5 contains 5258 members 
Mstep: Class 6 contains 14019 members 
Mstep: Class 8 contains 27537 members 
Mstep: Class 9 contains 1120 members 
Mstep: Class 10 contains 30177 members 
Mstep: Class 11 contains 2678 members 
Mstep: Class 12 contains 292591 members 
Mstep: Class 14 contains 62725 members 
Mstep: Class 15 contains 2745 members 
Mstep: Class 16 contains 5049 members 
Mstep: Class 17 contains 6945 members 
Mstep: Class 18 contains 13669 members 
Mstep: Class 19 contains 15901 members 
Mstep: Class 20 contains 6168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28325272.000000 Penalty: 11057.153320
Iteration 23Q: 19 clusters Score -2.832527e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4907 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 230341 members 
Mstep: Class 5 contains 5315 members 
Mstep: Class 6 contains 14010 members 
Mstep: Class 8 contains 27434 members 
Mstep: Class 9 contains 1169 members 
Mstep: Class 10 contains 30317 members 
Mstep: Class 11 contains 2778 members 
Mstep: Class 12 contains 292610 members 
Mstep: Class 14 contains 62591 members 
Mstep: Class 15 contains 2614 members 
Mstep: Class 16 contains 5045 members 
Mstep: Class 17 contains 6930 members 
Mstep: Class 18 contains 13702 members 
Mstep: Class 19 contains 16236 members 
Mstep: Class 20 contains 6054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28325624.000000 Penalty: 11057.153320
Iteration 24Q: 19 clusters Score -2.832562e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4909 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 230057 members 
Mstep: Class 5 contains 5377 members 
Mstep: Class 6 contains 13998 members 
Mstep: Class 8 contains 27328 members 
Mstep: Class 9 contains 1222 members 
Mstep: Class 10 contains 30455 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 292606 members 
Mstep: Class 14 contains 62463 members 
Mstep: Class 15 contains 2488 members 
Mstep: Class 16 contains 5041 members 
Mstep: Class 17 contains 6909 members 
Mstep: Class 18 contains 13741 members 
Mstep: Class 19 contains 16551 members 
Mstep: Class 20 contains 5996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28325974.000000 Penalty: 11057.153320
Iteration 25Q: 19 clusters Score -2.832597e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4911 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 229814 members 
Mstep: Class 5 contains 5445 members 
Mstep: Class 6 contains 13990 members 
Mstep: Class 8 contains 27258 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 30565 members 
Mstep: Class 11 contains 2909 members 
Mstep: Class 12 contains 292598 members 
Mstep: Class 14 contains 62350 members 
Mstep: Class 15 contains 2386 members 
Mstep: Class 16 contains 5037 members 
Mstep: Class 17 contains 6884 members 
Mstep: Class 18 contains 13776 members 
Mstep: Class 19 contains 16803 members 
Mstep: Class 20 contains 5970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28326142.000000 Penalty: 11057.153320
Iteration 26Q: 19 clusters Score -2.832614e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4909 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 229601 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 13983 members 
Mstep: Class 8 contains 27210 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 30672 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 292579 members 
Mstep: Class 14 contains 62225 members 
Mstep: Class 15 contains 2286 members 
Mstep: Class 16 contains 5034 members 
Mstep: Class 17 contains 6868 members 
Mstep: Class 18 contains 13816 members 
Mstep: Class 19 contains 17039 members 
Mstep: Class 20 contains 5959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28326332.000000 Penalty: 11057.153320
Iteration 27Q: 19 clusters Score -2.832633e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4908 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 229440 members 
Mstep: Class 5 contains 5544 members 
Mstep: Class 6 contains 13975 members 
Mstep: Class 8 contains 27160 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 30774 members 
Mstep: Class 11 contains 2987 members 
Mstep: Class 12 contains 292530 members 
Mstep: Class 14 contains 62127 members 
Mstep: Class 15 contains 2192 members 
Mstep: Class 16 contains 5034 members 
Mstep: Class 17 contains 6860 members 
Mstep: Class 18 contains 13867 members 
Mstep: Class 19 contains 17216 members 
Mstep: Class 20 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28326584.000000 Penalty: 11057.153320
Iteration 28Q: 19 clusters Score -2.832658e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4908 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 229262 members 
Mstep: Class 5 contains 5589 members 
Mstep: Class 6 contains 13966 members 
Mstep: Class 8 contains 27130 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 30884 members 
Mstep: Class 11 contains 3004 members 
Mstep: Class 12 contains 292472 members 
Mstep: Class 14 contains 62064 members 
Mstep: Class 15 contains 2092 members 
Mstep: Class 16 contains 5034 members 
Mstep: Class 17 contains 6854 members 
Mstep: Class 18 contains 13924 members 
Mstep: Class 19 contains 17387 members 
Mstep: Class 20 contains 5941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28326778.000000 Penalty: 11057.153320
Iteration 29Q: 19 clusters Score -2.832678e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4910 members 
Mstep: Class 3 contains 3655 members 
Mstep: Class 4 contains 229112 members 
Mstep: Class 5 contains 5646 members 
Mstep: Class 6 contains 13956 members 
Mstep: Class 8 contains 27106 members 
Mstep: Class 9 contains 1408 members 
Mstep: Class 10 contains 30997 members 
Mstep: Class 11 contains 3023 members 
Mstep: Class 12 contains 292416 members 
Mstep: Class 14 contains 62005 members 
Mstep: Class 15 contains 1990 members 
Mstep: Class 16 contains 5033 members 
Mstep: Class 17 contains 6824 members 
Mstep: Class 18 contains 13975 members 
Mstep: Class 19 contains 17535 members 
Mstep: Class 20 contains 5908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327014.000000 Penalty: 11057.153320
Iteration 30Q: 19 clusters Score -2.832701e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4912 members 
Mstep: Class 3 contains 3655 members 
Mstep: Class 4 contains 229007 members 
Mstep: Class 5 contains 5699 members 
Mstep: Class 6 contains 13951 members 
Mstep: Class 8 contains 27080 members 
Mstep: Class 9 contains 1470 members 
Mstep: Class 10 contains 31099 members 
Mstep: Class 11 contains 3045 members 
Mstep: Class 12 contains 292343 members 
Mstep: Class 14 contains 61949 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 5033 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 14036 members 
Mstep: Class 19 contains 17649 members 
Mstep: Class 20 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327212.000000 Penalty: 11057.153320
Iteration 31Q: 19 clusters Score -2.832721e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4916 members 
Mstep: Class 3 contains 3655 members 
Mstep: Class 4 contains 228908 members 
Mstep: Class 5 contains 5746 members 
Mstep: Class 6 contains 13945 members 
Mstep: Class 8 contains 27061 members 
Mstep: Class 9 contains 1550 members 
Mstep: Class 10 contains 31188 members 
Mstep: Class 11 contains 3065 members 
Mstep: Class 12 contains 292286 members 
Mstep: Class 14 contains 61894 members 
Mstep: Class 15 contains 1811 members 
Mstep: Class 16 contains 5034 members 
Mstep: Class 17 contains 6711 members 
Mstep: Class 18 contains 14112 members 
Mstep: Class 19 contains 17747 members 
Mstep: Class 20 contains 5845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327416.000000 Penalty: 11057.153320
Iteration 32Q: 19 clusters Score -2.832742e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 3655 members 
Mstep: Class 4 contains 228796 members 
Mstep: Class 5 contains 5792 members 
Mstep: Class 6 contains 13937 members 
Mstep: Class 8 contains 27044 members 
Mstep: Class 9 contains 1634 members 
Mstep: Class 10 contains 31267 members 
Mstep: Class 11 contains 3083 members 
Mstep: Class 12 contains 292246 members 
Mstep: Class 14 contains 61839 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 5036 members 
Mstep: Class 17 contains 6639 members 
Mstep: Class 18 contains 14200 members 
Mstep: Class 19 contains 17839 members 
Mstep: Class 20 contains 5795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327542.000000 Penalty: 11057.153320
Iteration 33Q: 19 clusters Score -2.832754e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 3655 members 
Mstep: Class 4 contains 228690 members 
Mstep: Class 5 contains 5834 members 
Mstep: Class 6 contains 13936 members 
Mstep: Class 8 contains 27016 members 
Mstep: Class 9 contains 1714 members 
Mstep: Class 10 contains 31351 members 
Mstep: Class 11 contains 3102 members 
Mstep: Class 12 contains 292215 members 
Mstep: Class 14 contains 61779 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 5038 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 14289 members 
Mstep: Class 19 contains 17926 members 
Mstep: Class 20 contains 5768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327772.000000 Penalty: 11057.153320
Iteration 34Q: 19 clusters Score -2.832777e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4917 members 
Mstep: Class 3 contains 3655 members 
Mstep: Class 4 contains 228603 members 
Mstep: Class 5 contains 5875 members 
Mstep: Class 6 contains 13928 members 
Mstep: Class 8 contains 26996 members 
Mstep: Class 9 contains 1801 members 
Mstep: Class 10 contains 31434 members 
Mstep: Class 11 contains 3123 members 
Mstep: Class 12 contains 292180 members 
Mstep: Class 14 contains 61709 members 
Mstep: Class 15 contains 1578 members 
Mstep: Class 16 contains 5039 members 
Mstep: Class 17 contains 6485 members 
Mstep: Class 18 contains 14367 members 
Mstep: Class 19 contains 17982 members 
Mstep: Class 20 contains 5768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327908.000000 Penalty: 11057.153320
Iteration 35Q: 19 clusters Score -2.832791e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4906 members 
Mstep: Class 3 contains 3655 members 
Mstep: Class 4 contains 228513 members 
Mstep: Class 5 contains 5915 members 
Mstep: Class 6 contains 13927 members 
Mstep: Class 8 contains 26963 members 
Mstep: Class 9 contains 1876 members 
Mstep: Class 10 contains 31502 members 
Mstep: Class 11 contains 3143 members 
Mstep: Class 12 contains 292139 members 
Mstep: Class 14 contains 61653 members 
Mstep: Class 15 contains 1508 members 
Mstep: Class 16 contains 5043 members 
Mstep: Class 17 contains 6440 members 
Mstep: Class 18 contains 14437 members 
Mstep: Class 19 contains 18011 members 
Mstep: Class 20 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28328060.000000 Penalty: 11057.153320
Iteration 36Q: 19 clusters Score -2.832806e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4890 members 
Mstep: Class 3 contains 3655 members 
Mstep: Class 4 contains 228434 members 
Mstep: Class 5 contains 5960 members 
Mstep: Class 6 contains 13924 members 
Mstep: Class 8 contains 26919 members 
Mstep: Class 9 contains 1926 members 
Mstep: Class 10 contains 31571 members 
Mstep: Class 11 contains 3160 members 
Mstep: Class 12 contains 292103 members 
Mstep: Class 14 contains 61600 members 
Mstep: Class 15 contains 1442 members 
Mstep: Class 16 contains 5049 members 
Mstep: Class 17 contains 6417 members 
Mstep: Class 18 contains 14511 members 
Mstep: Class 19 contains 18036 members 
Mstep: Class 20 contains 5813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28328216.000000 Penalty: 11057.153320
Iteration 37Q: 19 clusters Score -2.832822e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 228357 members 
Mstep: Class 5 contains 5998 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 8 contains 26891 members 
Mstep: Class 9 contains 1971 members 
Mstep: Class 10 contains 31618 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 292057 members 
Mstep: Class 14 contains 61543 members 
Mstep: Class 15 contains 1399 members 
Mstep: Class 16 contains 5051 members 
Mstep: Class 17 contains 6435 members 
Mstep: Class 18 contains 14549 members 
Mstep: Class 19 contains 18058 members 
Mstep: Class 20 contains 5844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28328474.000000 Penalty: 11057.153320
Iteration 38Q: 19 clusters Score -2.832847e+07 nChanged 625
Entering ConstructFrom: 
Score: -28328474.000000 Penalty: 11057.153320
Entering ConstructFrom: 
Trying to split cluster 1 (4534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Entering Unmasked Estep 
Score: -187831.046875 Penalty: 383.080902
	Iteration 0F: 2 clusters Score -187831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -184746.187500 Penalty: 766.161804
	Iteration 0F: 3 clusters Score -184746.2 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -185892.671875 Penalty: 766.161804
	Iteration 1F: 3 clusters Score -185892.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -185999.484375 Penalty: 766.161804
	Iteration 2F: 3 clusters Score -185999.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -186115.203125 Penalty: 766.161804
	Iteration 3Q: 3 clusters Score -186115.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -186254.984375 Penalty: 766.161804
	Iteration 4F: 3 clusters Score -186255 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -186405.687500 Penalty: 766.161804
	Iteration 5F: 3 clusters Score -186405.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -186549.687500 Penalty: 766.161804
	Iteration 6F: 3 clusters Score -186549.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -186699.609375 Penalty: 766.161804
	Iteration 7Q: 3 clusters Score -186699.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -186838.203125 Penalty: 766.161804
	Iteration 8Q: 3 clusters Score -186838.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -186925.515625 Penalty: 766.161804
	Iteration 9Q: 3 clusters Score -186925.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -186972.125000 Penalty: 766.161804
	Iteration 10Q: 3 clusters Score -186972.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -187009.687500 Penalty: 766.161804
	Iteration 11Q: 3 clusters Score -187009.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -187036.421875 Penalty: 766.161804
	Iteration 12Q: 3 clusters Score -187036.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -187061.437500 Penalty: 766.161804
	Iteration 13Q: 3 clusters Score -187061.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -187076.671875 Penalty: 766.161804
	Iteration 14Q: 3 clusters Score -187076.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -187087.812500 Penalty: 766.161804
	Iteration 15Q: 3 clusters Score -187087.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -187096.375000 Penalty: 766.161804
	Iteration 16Q: 3 clusters Score -187096.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -187104.406250 Penalty: 766.161804
	Iteration 17Q: 3 clusters Score -187104.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -187111.578125 Penalty: 766.161804
	Iteration 18Q: 3 clusters Score -187111.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -187120.000000 Penalty: 766.161804
	Iteration 19Q: 3 clusters Score -187120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -187128.187500 Penalty: 766.161804
	Iteration 20F: 3 clusters Score -187128.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -187136.921875 Penalty: 766.161804
	Iteration 21Q: 3 clusters Score -187136.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -187144.968750 Penalty: 766.161804
	Iteration 22Q: 3 clusters Score -187145 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -187151.828125 Penalty: 766.161804
	Iteration 23Q: 3 clusters Score -187151.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -187156.015625 Penalty: 766.161804
	Iteration 24Q: 3 clusters Score -187156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -187159.406250 Penalty: 766.161804
	Iteration 25Q: 3 clusters Score -187159.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -187165.656250 Penalty: 766.161804
	Iteration 26Q: 3 clusters Score -187165.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -187176.218750 Penalty: 766.161804
	Iteration 27Q: 3 clusters Score -187176.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -187188.281250 Penalty: 766.161804
	Iteration 28Q: 3 clusters Score -187188.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -187198.921875 Penalty: 766.161804
	Iteration 29Q: 3 clusters Score -187198.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -187209.781250 Penalty: 766.161804
	Iteration 30Q: 3 clusters Score -187209.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -187219.187500 Penalty: 766.161804
	Iteration 31Q: 3 clusters Score -187219.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -187231.078125 Penalty: 766.161804
	Iteration 32Q: 3 clusters Score -187231.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -187241.328125 Penalty: 766.161804
	Iteration 33Q: 3 clusters Score -187241.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -187252.203125 Penalty: 766.161804
	Iteration 34Q: 3 clusters Score -187252.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -187266.796875 Penalty: 766.161804
	Iteration 35Q: 3 clusters Score -187266.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -187283.734375 Penalty: 766.161804
	Iteration 36Q: 3 clusters Score -187283.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -187300.796875 Penalty: 766.161804
	Iteration 37Q: 3 clusters Score -187300.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -187317.953125 Penalty: 766.161804
	Iteration 38Q: 3 clusters Score -187318 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -187332.250000 Penalty: 766.161804
	Iteration 39Q: 3 clusters Score -187332.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -187345.406250 Penalty: 766.161804
	Iteration 40F: 3 clusters Score -187345.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -187353.625000 Penalty: 766.161804
	Iteration 41Q: 3 clusters Score -187353.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -187362.359375 Penalty: 766.161804
	Iteration 42Q: 3 clusters Score -187362.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -187373.625000 Penalty: 766.161804
	Iteration 43Q: 3 clusters Score -187373.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -187383.718750 Penalty: 766.161804
	Iteration 44Q: 3 clusters Score -187383.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -187398.531250 Penalty: 766.161804
	Iteration 45Q: 3 clusters Score -187398.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -187418.062500 Penalty: 766.161804
	Iteration 46Q: 3 clusters Score -187418.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -187434.000000 Penalty: 766.161804
	Iteration 47Q: 3 clusters Score -187434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -187448.953125 Penalty: 766.161804
	Iteration 48Q: 3 clusters Score -187449 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -187461.859375 Penalty: 766.161804
	Iteration 49Q: 3 clusters Score -187461.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -187474.250000 Penalty: 766.161804
	Iteration 50Q: 3 clusters Score -187474.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -187484.359375 Penalty: 766.161804
	Iteration 51Q: 3 clusters Score -187484.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -187499.859375 Penalty: 766.161804
	Iteration 52Q: 3 clusters Score -187499.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -187516.046875 Penalty: 766.161804
	Iteration 53Q: 3 clusters Score -187516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -187527.406250 Penalty: 766.161804
	Iteration 54Q: 3 clusters Score -187527.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -187532.921875 Penalty: 766.161804
	Iteration 55Q: 3 clusters Score -187532.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -187537.625000 Penalty: 766.161804
	Iteration 56Q: 3 clusters Score -187537.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -187542.890625 Penalty: 766.161804
	Iteration 57Q: 3 clusters Score -187542.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -187548.015625 Penalty: 766.161804
	Iteration 58Q: 3 clusters Score -187548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -187550.421875 Penalty: 766.161804
	Iteration 59Q: 3 clusters Score -187550.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -187552.156250 Penalty: 766.161804
	Iteration 60F: 3 clusters Score -187552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -187553.109375 Penalty: 766.161804
	Iteration 61Q: 3 clusters Score -187553.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -187554.890625 Penalty: 766.161804
	Iteration 62Q: 3 clusters Score -187554.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -187557.171875 Penalty: 766.161804
	Iteration 63Q: 3 clusters Score -187557.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -187558.578125 Penalty: 766.161804
	Iteration 64Q: 3 clusters Score -187558.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -187559.875000 Penalty: 766.161804
	Iteration 65Q: 3 clusters Score -187559.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -187559.578125 Penalty: 766.161804
	Iteration 66Q: 3 clusters Score -187559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -187560.156250 Penalty: 766.161804
	Iteration 67Q: 3 clusters Score -187560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -187560.093750 Penalty: 766.161804
	Iteration 68Q: 3 clusters Score -187560.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -187560.093750 Penalty: 766.161804
	Iteration 69F: 3 clusters Score -187560.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Entering Unmasked Estep 
Score: -159417.234375 Penalty: 386.305634
	Iteration 0F: 2 clusters Score -159417.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -156153.921875 Penalty: 772.611267
	Iteration 0F: 3 clusters Score -156153.9 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -158165.609375 Penalty: 772.611267
	Iteration 1F: 3 clusters Score -158165.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -158785.265625 Penalty: 772.611267
	Iteration 2F: 3 clusters Score -158785.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -159332.968750 Penalty: 772.611267
	Iteration 3F: 3 clusters Score -159333 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -159753.546875 Penalty: 772.611267
	Iteration 4F: 3 clusters Score -159753.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -160031.921875 Penalty: 772.611267
	Iteration 5Q: 3 clusters Score -160031.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -160233.078125 Penalty: 772.611267
	Iteration 6Q: 3 clusters Score -160233.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -160339.953125 Penalty: 772.611267
	Iteration 7Q: 3 clusters Score -160340 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -160424.906250 Penalty: 772.611267
	Iteration 8Q: 3 clusters Score -160424.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -160486.687500 Penalty: 772.611267
	Iteration 9Q: 3 clusters Score -160486.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -160545.437500 Penalty: 772.611267
	Iteration 10Q: 3 clusters Score -160545.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -160586.671875 Penalty: 772.611267
	Iteration 11Q: 3 clusters Score -160586.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -160615.296875 Penalty: 772.611267
	Iteration 12Q: 3 clusters Score -160615.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -160633.203125 Penalty: 772.611267
	Iteration 13Q: 3 clusters Score -160633.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -160650.640625 Penalty: 772.611267
	Iteration 14Q: 3 clusters Score -160650.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -160674.984375 Penalty: 772.611267
	Iteration 15Q: 3 clusters Score -160675 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -160707.171875 Penalty: 772.611267
	Iteration 16Q: 3 clusters Score -160707.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -160736.078125 Penalty: 772.611267
	Iteration 17Q: 3 clusters Score -160736.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -160752.734375 Penalty: 772.611267
	Iteration 18Q: 3 clusters Score -160752.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -160766.109375 Penalty: 772.611267
	Iteration 19Q: 3 clusters Score -160766.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -160778.984375 Penalty: 772.611267
	Iteration 20F: 3 clusters Score -160779 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -160791.468750 Penalty: 772.611267
	Iteration 21Q: 3 clusters Score -160791.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -160802.312500 Penalty: 772.611267
	Iteration 22Q: 3 clusters Score -160802.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -160815.187500 Penalty: 772.611267
	Iteration 23Q: 3 clusters Score -160815.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -160826.296875 Penalty: 772.611267
	Iteration 24Q: 3 clusters Score -160826.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -160832.703125 Penalty: 772.611267
	Iteration 25Q: 3 clusters Score -160832.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -160836.218750 Penalty: 772.611267
	Iteration 26Q: 3 clusters Score -160836.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -160838.125000 Penalty: 772.611267
	Iteration 27Q: 3 clusters Score -160838.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -160841.859375 Penalty: 772.611267
	Iteration 28Q: 3 clusters Score -160841.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -160848.312500 Penalty: 772.611267
	Iteration 29Q: 3 clusters Score -160848.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -160852.281250 Penalty: 772.611267
	Iteration 30Q: 3 clusters Score -160852.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -160854.609375 Penalty: 772.611267
	Iteration 31Q: 3 clusters Score -160854.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -160857.078125 Penalty: 772.611267
	Iteration 32Q: 3 clusters Score -160857.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -160858.890625 Penalty: 772.611267
	Iteration 33Q: 3 clusters Score -160858.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -160860.234375 Penalty: 772.611267
	Iteration 34Q: 3 clusters Score -160860.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -160862.281250 Penalty: 772.611267
	Iteration 35Q: 3 clusters Score -160862.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -160863.906250 Penalty: 772.611267
	Iteration 36Q: 3 clusters Score -160863.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -160865.062500 Penalty: 772.611267
	Iteration 37Q: 3 clusters Score -160865.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -160865.640625 Penalty: 772.611267
	Iteration 38Q: 3 clusters Score -160865.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -160865.390625 Penalty: 772.611267
	Iteration 39Q: 3 clusters Score -160865.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -160866.000000 Penalty: 772.611267
	Iteration 40F: 3 clusters Score -160866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -160866.187500 Penalty: 772.611267
	Iteration 41Q: 3 clusters Score -160866.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -160866.046875 Penalty: 772.611267
	Iteration 42Q: 3 clusters Score -160866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -160866.125000 Penalty: 772.611267
	Iteration 43Q: 3 clusters Score -160866.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -160866.359375 Penalty: 772.611267
	Iteration 44Q: 3 clusters Score -160866.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -160866.234375 Penalty: 772.611267
	Iteration 45Q: 3 clusters Score -160866.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -160866.234375 Penalty: 772.611267
	Iteration 46F: 3 clusters Score -160866.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2373 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 228278 members 
Mstep: Class 5 contains 6028 members 
Mstep: Class 6 contains 13914 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 26865 members 
Mstep: Class 9 contains 1998 members 
Mstep: Class 10 contains 31661 members 
Mstep: Class 11 contains 3201 members 
Mstep: Class 12 contains 292026 members 
Mstep: Class 14 contains 61483 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 5052 members 
Mstep: Class 17 contains 6442 members 
Mstep: Class 18 contains 14596 members 
Mstep: Class 19 contains 18065 members 
Mstep: Class 20 contains 5902 members 
Entering Unmasked Estep 
Score: -28329686.000000 Penalty: 11671.440430
Splitting cluster 2 changes total score from -28328474.000000 to -28329686.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 3 (3656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Entering Unmasked Estep 
Score: -141531.890625 Penalty: 373.287720
	Iteration 0F: 2 clusters Score -141531.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -139037.718750 Penalty: 746.575439
	Iteration 0F: 3 clusters Score -139037.7 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -140200.187500 Penalty: 746.575439
	Iteration 1F: 3 clusters Score -140200.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -140689.703125 Penalty: 746.575439
	Iteration 2F: 3 clusters Score -140689.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -141053.437500 Penalty: 746.575439
	Iteration 3F: 3 clusters Score -141053.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -141251.890625 Penalty: 746.575439
	Iteration 4F: 3 clusters Score -141251.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -141358.015625 Penalty: 746.575439
	Iteration 5Q: 3 clusters Score -141358 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -141419.343750 Penalty: 746.575439
	Iteration 6Q: 3 clusters Score -141419.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -141457.828125 Penalty: 746.575439
	Iteration 7Q: 3 clusters Score -141457.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -141477.765625 Penalty: 746.575439
	Iteration 8Q: 3 clusters Score -141477.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -141490.156250 Penalty: 746.575439
	Iteration 9Q: 3 clusters Score -141490.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -141498.406250 Penalty: 746.575439
	Iteration 10Q: 3 clusters Score -141498.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -141506.406250 Penalty: 746.575439
	Iteration 11Q: 3 clusters Score -141506.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -141514.031250 Penalty: 746.575439
	Iteration 12Q: 3 clusters Score -141514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -141520.734375 Penalty: 746.575439
	Iteration 13Q: 3 clusters Score -141520.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -141524.546875 Penalty: 746.575439
	Iteration 14Q: 3 clusters Score -141524.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -141527.734375 Penalty: 746.575439
	Iteration 15Q: 3 clusters Score -141527.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -141531.093750 Penalty: 746.575439
	Iteration 16Q: 3 clusters Score -141531.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -141533.890625 Penalty: 746.575439
	Iteration 17Q: 3 clusters Score -141533.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -141536.125000 Penalty: 746.575439
	Iteration 18Q: 3 clusters Score -141536.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -141537.296875 Penalty: 746.575439
	Iteration 19Q: 3 clusters Score -141537.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -141537.468750 Penalty: 746.575439
	Iteration 20F: 3 clusters Score -141537.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -141538.031250 Penalty: 746.575439
	Iteration 21Q: 3 clusters Score -141538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -141538.359375 Penalty: 746.575439
	Iteration 22Q: 3 clusters Score -141538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -141538.703125 Penalty: 746.575439
	Iteration 23Q: 3 clusters Score -141538.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -141539.359375 Penalty: 746.575439
	Iteration 24Q: 3 clusters Score -141539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -141539.421875 Penalty: 746.575439
	Iteration 25Q: 3 clusters Score -141539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -141539.531250 Penalty: 746.575439
	Iteration 26Q: 3 clusters Score -141539.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -141539.531250 Penalty: 746.575439
	Iteration 27F: 3 clusters Score -141539.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2373 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 228278 members 
Mstep: Class 5 contains 6028 members 
Mstep: Class 6 contains 13914 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 26865 members 
Mstep: Class 9 contains 1998 members 
Mstep: Class 10 contains 31661 members 
Mstep: Class 11 contains 3201 members 
Mstep: Class 12 contains 292026 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 61483 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 5052 members 
Mstep: Class 17 contains 6442 members 
Mstep: Class 18 contains 14596 members 
Mstep: Class 19 contains 18065 members 
Mstep: Class 20 contains 5902 members 
Entering Unmasked Estep 
Score: -28329518.000000 Penalty: 12285.726562
Splitting cluster 3 changes total score from -28328474.000000 to -28329518.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 4 (228278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228278 members 
Entering Unmasked Estep 
Score: -9357575.000000 Penalty: 561.393555
	Iteration 0F: 2 clusters Score -9357575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114012 members 
Mstep: Class 2 contains 114266 members 
Entering Unmasked Estep 
Score: -9203043.000000 Penalty: 1122.787109
	Iteration 0F: 3 clusters Score -9203043 nChanged 112025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109879 members 
Mstep: Class 2 contains 118399 members 
Entering Unmasked Estep 
Score: -9270191.000000 Penalty: 1122.787109
	Iteration 1F: 3 clusters Score -9270191 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106927 members 
Mstep: Class 2 contains 121351 members 
Entering Unmasked Estep 
Score: -9272245.000000 Penalty: 1122.787109
	Iteration 2Q: 3 clusters Score -9272245 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102142 members 
Mstep: Class 2 contains 126136 members 
Entering Unmasked Estep 
Score: -9275518.000000 Penalty: 1122.787109
	Iteration 3Q: 3 clusters Score -9275518 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94852 members 
Mstep: Class 2 contains 133426 members 
Entering Unmasked Estep 
Score: -9280852.000000 Penalty: 1122.787109
	Iteration 4Q: 3 clusters Score -9280852 nChanged 13333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84507 members 
Mstep: Class 2 contains 143771 members 
Entering Unmasked Estep 
Score: -9290020.000000 Penalty: 1122.787109
	Iteration 5F: 3 clusters Score -9290020 nChanged 15410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72069 members 
Mstep: Class 2 contains 156209 members 
Entering Unmasked Estep 
Score: -9303996.000000 Penalty: 1122.787109
	Iteration 6F: 3 clusters Score -9303996 nChanged 15100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 167595 members 
Entering Unmasked Estep 
Score: -9318056.000000 Penalty: 1122.787109
	Iteration 7F: 3 clusters Score -9318056 nChanged 11922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 175557 members 
Entering Unmasked Estep 
Score: -9326949.000000 Penalty: 1122.787109
	Iteration 8F: 3 clusters Score -9326949 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 181439 members 
Entering Unmasked Estep 
Score: -9331331.000000 Penalty: 1122.787109
	Iteration 9Q: 3 clusters Score -9331331 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 186589 members 
Entering Unmasked Estep 
Score: -9334241.000000 Penalty: 1122.787109
	Iteration 10Q: 3 clusters Score -9334241 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 191472 members 
Entering Unmasked Estep 
Score: -9336814.000000 Penalty: 1122.787109
	Iteration 11Q: 3 clusters Score -9336814 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 196257 members 
Entering Unmasked Estep 
Score: -9339489.000000 Penalty: 1122.787109
	Iteration 12Q: 3 clusters Score -9339489 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 200644 members 
Entering Unmasked Estep 
Score: -9341845.000000 Penalty: 1122.787109
	Iteration 13Q: 3 clusters Score -9341845 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 204585 members 
Entering Unmasked Estep 
Score: -9344130.000000 Penalty: 1122.787109
	Iteration 14Q: 3 clusters Score -9344130 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 208117 members 
Entering Unmasked Estep 
Score: -9346198.000000 Penalty: 1122.787109
	Iteration 15Q: 3 clusters Score -9346198 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 211314 members 
Entering Unmasked Estep 
Score: -9348064.000000 Penalty: 1122.787109
	Iteration 16Q: 3 clusters Score -9348064 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 214046 members 
Entering Unmasked Estep 
Score: -9349631.000000 Penalty: 1122.787109
	Iteration 17Q: 3 clusters Score -9349631 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 216336 members 
Entering Unmasked Estep 
Score: -9350941.000000 Penalty: 1122.787109
	Iteration 18Q: 3 clusters Score -9350941 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 218366 members 
Entering Unmasked Estep 
Score: -9352139.000000 Penalty: 1122.787109
	Iteration 19Q: 3 clusters Score -9352139 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 220066 members 
Entering Unmasked Estep 
Score: -9353131.000000 Penalty: 1122.787109
	Iteration 20F: 3 clusters Score -9353131 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 221523 members 
Entering Unmasked Estep 
Score: -9353960.000000 Penalty: 1122.787109
	Iteration 21Q: 3 clusters Score -9353960 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 222733 members 
Entering Unmasked Estep 
Score: -9354611.000000 Penalty: 1122.787109
	Iteration 22Q: 3 clusters Score -9354611 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 223696 members 
Entering Unmasked Estep 
Score: -9355137.000000 Penalty: 1122.787109
	Iteration 23Q: 3 clusters Score -9355137 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 224532 members 
Entering Unmasked Estep 
Score: -9355600.000000 Penalty: 1122.787109
	Iteration 24Q: 3 clusters Score -9355600 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 225182 members 
Entering Unmasked Estep 
Score: -9355947.000000 Penalty: 1122.787109
	Iteration 25Q: 3 clusters Score -9355947 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 225740 members 
Entering Unmasked Estep 
Score: -9356212.000000 Penalty: 1122.787109
	Iteration 26Q: 3 clusters Score -9356212 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 226183 members 
Entering Unmasked Estep 
Score: -9356425.000000 Penalty: 1122.787109
	Iteration 27Q: 3 clusters Score -9356425 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 226531 members 
Entering Unmasked Estep 
Score: -9356575.000000 Penalty: 1122.787109
	Iteration 28Q: 3 clusters Score -9356575 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 226809 members 
Entering Unmasked Estep 
Score: -9356707.000000 Penalty: 1122.787109
	Iteration 29Q: 3 clusters Score -9356707 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 227021 members 
Entering Unmasked Estep 
Score: -9356747.000000 Penalty: 1122.787109
	Iteration 30Q: 3 clusters Score -9356747 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 227196 members 
Entering Unmasked Estep 
Score: -9356846.000000 Penalty: 1122.787109
	Iteration 31Q: 3 clusters Score -9356846 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 227351 members 
Entering Unmasked Estep 
Score: -9356918.000000 Penalty: 1122.787109
	Iteration 32Q: 3 clusters Score -9356918 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 227475 members 
Entering Unmasked Estep 
Score: -9356955.000000 Penalty: 1122.787109
	Iteration 33Q: 3 clusters Score -9356955 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 227568 members 
Entering Unmasked Estep 
Score: -9356998.000000 Penalty: 1122.787109
	Iteration 34Q: 3 clusters Score -9356998 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 227646 members 
Entering Unmasked Estep 
Score: -9357041.000000 Penalty: 1122.787109
	Iteration 35Q: 3 clusters Score -9357041 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 227711 members 
Entering Unmasked Estep 
Score: -9357054.000000 Penalty: 1122.787109
	Iteration 36Q: 3 clusters Score -9357054 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 227751 members 
Entering Unmasked Estep 
Score: -9357072.000000 Penalty: 1122.787109
	Iteration 37Q: 3 clusters Score -9357072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 227779 members 
Entering Unmasked Estep 
Score: -9357092.000000 Penalty: 1122.787109
	Iteration 38Q: 3 clusters Score -9357092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 227803 members 
Entering Unmasked Estep 
Score: -9357102.000000 Penalty: 1122.787109
	Iteration 39Q: 3 clusters Score -9357102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 227824 members 
Entering Unmasked Estep 
Score: -9357107.000000 Penalty: 1122.787109
	Iteration 40F: 3 clusters Score -9357107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 227845 members 
Entering Unmasked Estep 
Score: -9357105.000000 Penalty: 1122.787109
	Iteration 41Q: 3 clusters Score -9357105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 227864 members 
Entering Unmasked Estep 
Score: -9357112.000000 Penalty: 1122.787109
	Iteration 42Q: 3 clusters Score -9357112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 227881 members 
Entering Unmasked Estep 
Score: -9357114.000000 Penalty: 1122.787109
	Iteration 43Q: 3 clusters Score -9357114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 227896 members 
Entering Unmasked Estep 
Score: -9357115.000000 Penalty: 1122.787109
	Iteration 44Q: 3 clusters Score -9357115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 227911 members 
Entering Unmasked Estep 
Score: -9357126.000000 Penalty: 1122.787109
	Iteration 45Q: 3 clusters Score -9357126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 227921 members 
Entering Unmasked Estep 
Score: -9357119.000000 Penalty: 1122.787109
	Iteration 46Q: 3 clusters Score -9357119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 227925 members 
Entering Unmasked Estep 
Score: -9357128.000000 Penalty: 1122.787109
	Iteration 47Q: 3 clusters Score -9357128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 227928 members 
Entering Unmasked Estep 
Score: -9357124.000000 Penalty: 1122.787109
	Iteration 48Q: 3 clusters Score -9357124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 227932 members 
Entering Unmasked Estep 
Score: -9357123.000000 Penalty: 1122.787109
	Iteration 49Q: 3 clusters Score -9357123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 227936 members 
Entering Unmasked Estep 
Score: -9357128.000000 Penalty: 1122.787109
	Iteration 50Q: 3 clusters Score -9357128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 227944 members 
Entering Unmasked Estep 
Score: -9357137.000000 Penalty: 1122.787109
	Iteration 51Q: 3 clusters Score -9357137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 227948 members 
Entering Unmasked Estep 
Score: -9357133.000000 Penalty: 1122.787109
	Iteration 52Q: 3 clusters Score -9357133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 227952 members 
Entering Unmasked Estep 
Score: -9357136.000000 Penalty: 1122.787109
	Iteration 53Q: 3 clusters Score -9357136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 227954 members 
Entering Unmasked Estep 
Score: -9357135.000000 Penalty: 1122.787109
	Iteration 54Q: 3 clusters Score -9357135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 227958 members 
Entering Unmasked Estep 
Score: -9357139.000000 Penalty: 1122.787109
	Iteration 55Q: 3 clusters Score -9357139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 227961 members 
Entering Unmasked Estep 
Score: -9357143.000000 Penalty: 1122.787109
	Iteration 56Q: 3 clusters Score -9357143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 227967 members 
Entering Unmasked Estep 
Score: -9357151.000000 Penalty: 1122.787109
	Iteration 57Q: 3 clusters Score -9357151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 227977 members 
Entering Unmasked Estep 
Score: -9357146.000000 Penalty: 1122.787109
	Iteration 58Q: 3 clusters Score -9357146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 227979 members 
Entering Unmasked Estep 
Score: -9357149.000000 Penalty: 1122.787109
	Iteration 59Q: 3 clusters Score -9357149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 227982 members 
Entering Unmasked Estep 
Score: -9357155.000000 Penalty: 1122.787109
	Iteration 60F: 3 clusters Score -9357155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 227983 members 
Entering Unmasked Estep 
Score: -9357159.000000 Penalty: 1122.787109
	Iteration 61Q: 3 clusters Score -9357159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 227984 members 
Entering Unmasked Estep 
Score: -9357161.000000 Penalty: 1122.787109
	Iteration 62Q: 3 clusters Score -9357161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 227986 members 
Entering Unmasked Estep 
Score: -9357157.000000 Penalty: 1122.787109
	Iteration 63Q: 3 clusters Score -9357157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 227990 members 
Entering Unmasked Estep 
Score: -9357157.000000 Penalty: 1122.787109
	Iteration 64Q: 3 clusters Score -9357157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 227990 members 
Entering Unmasked Estep 
Score: -9357159.000000 Penalty: 1122.787109
	Iteration 65Q: 3 clusters Score -9357159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 227991 members 
Entering Unmasked Estep 
Score: -9357160.000000 Penalty: 1122.787109
	Iteration 66Q: 3 clusters Score -9357160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 227993 members 
Entering Unmasked Estep 
Score: -9357162.000000 Penalty: 1122.787109
	Iteration 67Q: 3 clusters Score -9357162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 227993 members 
Entering Unmasked Estep 
Score: -9357162.000000 Penalty: 1122.787109
	Iteration 68F: 3 clusters Score -9357162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Entering Unmasked Estep 
Score: -238283.109375 Penalty: 396.039734
	Iteration 0F: 2 clusters Score -238283.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -234210.781250 Penalty: 792.079468
	Iteration 0F: 3 clusters Score -234210.8 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -235928.296875 Penalty: 792.079468
	Iteration 1F: 3 clusters Score -235928.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -236304.343750 Penalty: 792.079468
	Iteration 2F: 3 clusters Score -236304.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -236623.171875 Penalty: 792.079468
	Iteration 3F: 3 clusters Score -236623.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -236867.718750 Penalty: 792.079468
	Iteration 4F: 3 clusters Score -236867.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -237033.781250 Penalty: 792.079468
	Iteration 5F: 3 clusters Score -237033.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -237175.609375 Penalty: 792.079468
	Iteration 6Q: 3 clusters Score -237175.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -237281.656250 Penalty: 792.079468
	Iteration 7Q: 3 clusters Score -237281.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -237356.984375 Penalty: 792.079468
	Iteration 8Q: 3 clusters Score -237357 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -237422.625000 Penalty: 792.079468
	Iteration 9Q: 3 clusters Score -237422.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -237475.328125 Penalty: 792.079468
	Iteration 10Q: 3 clusters Score -237475.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -237511.468750 Penalty: 792.079468
	Iteration 11Q: 3 clusters Score -237511.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -237535.062500 Penalty: 792.079468
	Iteration 12Q: 3 clusters Score -237535.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -237548.218750 Penalty: 792.079468
	Iteration 13Q: 3 clusters Score -237548.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -237559.062500 Penalty: 792.079468
	Iteration 14Q: 3 clusters Score -237559.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -237576.796875 Penalty: 792.079468
	Iteration 15Q: 3 clusters Score -237576.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -237598.281250 Penalty: 792.079468
	Iteration 16Q: 3 clusters Score -237598.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -237616.750000 Penalty: 792.079468
	Iteration 17Q: 3 clusters Score -237616.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -237628.734375 Penalty: 792.079468
	Iteration 18Q: 3 clusters Score -237628.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -237641.953125 Penalty: 792.079468
	Iteration 19Q: 3 clusters Score -237642 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -237654.156250 Penalty: 792.079468
	Iteration 20F: 3 clusters Score -237654.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -237662.156250 Penalty: 792.079468
	Iteration 21Q: 3 clusters Score -237662.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -237671.265625 Penalty: 792.079468
	Iteration 22Q: 3 clusters Score -237671.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -237675.953125 Penalty: 792.079468
	Iteration 23Q: 3 clusters Score -237676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -237679.125000 Penalty: 792.079468
	Iteration 24Q: 3 clusters Score -237679.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -237681.015625 Penalty: 792.079468
	Iteration 25Q: 3 clusters Score -237681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -237682.078125 Penalty: 792.079468
	Iteration 26Q: 3 clusters Score -237682.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -237683.437500 Penalty: 792.079468
	Iteration 27Q: 3 clusters Score -237683.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -237683.718750 Penalty: 792.079468
	Iteration 28Q: 3 clusters Score -237683.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -237684.718750 Penalty: 792.079468
	Iteration 29Q: 3 clusters Score -237684.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -237684.265625 Penalty: 792.079468
	Iteration 30Q: 3 clusters Score -237684.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -237685.093750 Penalty: 792.079468
	Iteration 31Q: 3 clusters Score -237685.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -237684.906250 Penalty: 792.079468
	Iteration 32Q: 3 clusters Score -237684.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -237685.078125 Penalty: 792.079468
	Iteration 33Q: 3 clusters Score -237685.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -237685.171875 Penalty: 792.079468
	Iteration 34Q: 3 clusters Score -237685.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -237685.187500 Penalty: 792.079468
	Iteration 35Q: 3 clusters Score -237685.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -237685.203125 Penalty: 792.079468
	Iteration 36Q: 3 clusters Score -237685.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -237686.078125 Penalty: 792.079468
	Iteration 37Q: 3 clusters Score -237686.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -237686.250000 Penalty: 792.079468
	Iteration 38Q: 3 clusters Score -237686.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -237687.562500 Penalty: 792.079468
	Iteration 39Q: 3 clusters Score -237687.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -237689.125000 Penalty: 792.079468
	Iteration 40F: 3 clusters Score -237689.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -237690.000000 Penalty: 792.079468
	Iteration 41Q: 3 clusters Score -237690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -237690.375000 Penalty: 792.079468
	Iteration 42Q: 3 clusters Score -237690.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -237691.265625 Penalty: 792.079468
	Iteration 43Q: 3 clusters Score -237691.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -237692.687500 Penalty: 792.079468
	Iteration 44Q: 3 clusters Score -237692.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -237693.109375 Penalty: 792.079468
	Iteration 45Q: 3 clusters Score -237693.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -237693.531250 Penalty: 792.079468
	Iteration 46Q: 3 clusters Score -237693.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -237694.718750 Penalty: 792.079468
	Iteration 47Q: 3 clusters Score -237694.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -237696.671875 Penalty: 792.079468
	Iteration 48Q: 3 clusters Score -237696.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -237698.921875 Penalty: 792.079468
	Iteration 49Q: 3 clusters Score -237698.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -237701.234375 Penalty: 792.079468
	Iteration 50Q: 3 clusters Score -237701.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -237704.515625 Penalty: 792.079468
	Iteration 51Q: 3 clusters Score -237704.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -237706.968750 Penalty: 792.079468
	Iteration 52Q: 3 clusters Score -237707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -237708.187500 Penalty: 792.079468
	Iteration 53Q: 3 clusters Score -237708.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -237709.421875 Penalty: 792.079468
	Iteration 54Q: 3 clusters Score -237709.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -237711.031250 Penalty: 792.079468
	Iteration 55Q: 3 clusters Score -237711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -237711.296875 Penalty: 792.079468
	Iteration 56Q: 3 clusters Score -237711.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -237712.656250 Penalty: 792.079468
	Iteration 57Q: 3 clusters Score -237712.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -237713.484375 Penalty: 792.079468
	Iteration 58Q: 3 clusters Score -237713.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -237714.484375 Penalty: 792.079468
	Iteration 59Q: 3 clusters Score -237714.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -237716.078125 Penalty: 792.079468
	Iteration 60F: 3 clusters Score -237716.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -237716.859375 Penalty: 792.079468
	Iteration 61Q: 3 clusters Score -237716.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -237718.921875 Penalty: 792.079468
	Iteration 62Q: 3 clusters Score -237718.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -237722.343750 Penalty: 792.079468
	Iteration 63Q: 3 clusters Score -237722.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -237728.234375 Penalty: 792.079468
	Iteration 64Q: 3 clusters Score -237728.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -237734.531250 Penalty: 792.079468
	Iteration 65Q: 3 clusters Score -237734.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -237741.234375 Penalty: 792.079468
	Iteration 66Q: 3 clusters Score -237741.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -237747.250000 Penalty: 792.079468
	Iteration 67Q: 3 clusters Score -237747.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -237752.375000 Penalty: 792.079468
	Iteration 68Q: 3 clusters Score -237752.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -237757.078125 Penalty: 792.079468
	Iteration 69Q: 3 clusters Score -237757.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -237760.093750 Penalty: 792.079468
	Iteration 70Q: 3 clusters Score -237760.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -237762.687500 Penalty: 792.079468
	Iteration 71Q: 3 clusters Score -237762.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -237765.750000 Penalty: 792.079468
	Iteration 72Q: 3 clusters Score -237765.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -237769.359375 Penalty: 792.079468
	Iteration 73Q: 3 clusters Score -237769.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -237773.406250 Penalty: 792.079468
	Iteration 74Q: 3 clusters Score -237773.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -237776.953125 Penalty: 792.079468
	Iteration 75Q: 3 clusters Score -237777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -237780.140625 Penalty: 792.079468
	Iteration 76Q: 3 clusters Score -237780.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -237782.984375 Penalty: 792.079468
	Iteration 77Q: 3 clusters Score -237783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -237786.781250 Penalty: 792.079468
	Iteration 78Q: 3 clusters Score -237786.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -237792.296875 Penalty: 792.079468
	Iteration 79Q: 3 clusters Score -237792.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -237796.640625 Penalty: 792.079468
	Iteration 80F: 3 clusters Score -237796.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -237801.218750 Penalty: 792.079468
	Iteration 81Q: 3 clusters Score -237801.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -237804.546875 Penalty: 792.079468
	Iteration 82Q: 3 clusters Score -237804.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -237809.062500 Penalty: 792.079468
	Iteration 83Q: 3 clusters Score -237809.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -237814.718750 Penalty: 792.079468
	Iteration 84Q: 3 clusters Score -237814.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -237820.156250 Penalty: 792.079468
	Iteration 85Q: 3 clusters Score -237820.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -237828.453125 Penalty: 792.079468
	Iteration 86Q: 3 clusters Score -237828.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -237839.453125 Penalty: 792.079468
	Iteration 87Q: 3 clusters Score -237839.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -237853.734375 Penalty: 792.079468
	Iteration 88Q: 3 clusters Score -237853.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -237866.234375 Penalty: 792.079468
	Iteration 89Q: 3 clusters Score -237866.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -237880.718750 Penalty: 792.079468
	Iteration 90Q: 3 clusters Score -237880.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -237895.046875 Penalty: 792.079468
	Iteration 91Q: 3 clusters Score -237895 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -237909.343750 Penalty: 792.079468
	Iteration 92Q: 3 clusters Score -237909.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -237917.828125 Penalty: 792.079468
	Iteration 93Q: 3 clusters Score -237917.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -237922.984375 Penalty: 792.079468
	Iteration 94Q: 3 clusters Score -237923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -237927.312500 Penalty: 792.079468
	Iteration 95Q: 3 clusters Score -237927.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -237930.968750 Penalty: 792.079468
	Iteration 96Q: 3 clusters Score -237931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -237933.203125 Penalty: 792.079468
	Iteration 97Q: 3 clusters Score -237933.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -237935.281250 Penalty: 792.079468
	Iteration 98Q: 3 clusters Score -237935.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -237937.093750 Penalty: 792.079468
	Iteration 99Q: 3 clusters Score -237937.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -237938.500000 Penalty: 792.079468
	Iteration 100F: 3 clusters Score -237938.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -237939.765625 Penalty: 792.079468
	Iteration 101Q: 3 clusters Score -237939.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -237940.734375 Penalty: 792.079468
	Iteration 102Q: 3 clusters Score -237940.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -237941.359375 Penalty: 792.079468
	Iteration 103Q: 3 clusters Score -237941.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -237941.718750 Penalty: 792.079468
	Iteration 104Q: 3 clusters Score -237941.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -237942.125000 Penalty: 792.079468
	Iteration 105Q: 3 clusters Score -237942.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -237942.031250 Penalty: 792.079468
	Iteration 106Q: 3 clusters Score -237942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -237942.312500 Penalty: 792.079468
	Iteration 107Q: 3 clusters Score -237942.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -237941.906250 Penalty: 792.079468
	Iteration 108Q: 3 clusters Score -237941.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -237941.984375 Penalty: 792.079468
	Iteration 109Q: 3 clusters Score -237942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -237941.984375 Penalty: 792.079468
	Iteration 110F: 3 clusters Score -237942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Entering Unmasked Estep 
Score: -529273.375000 Penalty: 434.099579
	Iteration 0F: 2 clusters Score -529273.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -520009.687500 Penalty: 868.199158
	Iteration 0F: 3 clusters Score -520009.7 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -523782.343750 Penalty: 868.199158
	Iteration 1F: 3 clusters Score -523782.3 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -524254.031250 Penalty: 868.199158
	Iteration 2F: 3 clusters Score -524254 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -524898.125000 Penalty: 868.199158
	Iteration 3F: 3 clusters Score -524898.1 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -525742.937500 Penalty: 868.199158
	Iteration 4F: 3 clusters Score -525742.9 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -526575.625000 Penalty: 868.199158
	Iteration 5F: 3 clusters Score -526575.6 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -527172.500000 Penalty: 868.199158
	Iteration 6F: 3 clusters Score -527172.5 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -527588.437500 Penalty: 868.199158
	Iteration 7F: 3 clusters Score -527588.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -527864.312500 Penalty: 868.199158
	Iteration 8Q: 3 clusters Score -527864.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -528067.562500 Penalty: 868.199158
	Iteration 9Q: 3 clusters Score -528067.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -528222.125000 Penalty: 868.199158
	Iteration 10Q: 3 clusters Score -528222.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -528339.625000 Penalty: 868.199158
	Iteration 11Q: 3 clusters Score -528339.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -528435.875000 Penalty: 868.199158
	Iteration 12Q: 3 clusters Score -528435.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -528523.750000 Penalty: 868.199158
	Iteration 13Q: 3 clusters Score -528523.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -528595.937500 Penalty: 868.199158
	Iteration 14Q: 3 clusters Score -528595.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -528657.812500 Penalty: 868.199158
	Iteration 15Q: 3 clusters Score -528657.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -528732.687500 Penalty: 868.199158
	Iteration 16Q: 3 clusters Score -528732.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -528798.250000 Penalty: 868.199158
	Iteration 17Q: 3 clusters Score -528798.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -528878.000000 Penalty: 868.199158
	Iteration 18Q: 3 clusters Score -528878 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -528941.062500 Penalty: 868.199158
	Iteration 19Q: 3 clusters Score -528941.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -528981.375000 Penalty: 868.199158
	Iteration 20F: 3 clusters Score -528981.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -529006.000000 Penalty: 868.199158
	Iteration 21Q: 3 clusters Score -529006 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -529028.375000 Penalty: 868.199158
	Iteration 22Q: 3 clusters Score -529028.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -529046.375000 Penalty: 868.199158
	Iteration 23Q: 3 clusters Score -529046.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -529066.812500 Penalty: 868.199158
	Iteration 24Q: 3 clusters Score -529066.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -529096.437500 Penalty: 868.199158
	Iteration 25Q: 3 clusters Score -529096.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -529113.125000 Penalty: 868.199158
	Iteration 26Q: 3 clusters Score -529113.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -529129.062500 Penalty: 868.199158
	Iteration 27Q: 3 clusters Score -529129.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -529142.937500 Penalty: 868.199158
	Iteration 28Q: 3 clusters Score -529142.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -529157.750000 Penalty: 868.199158
	Iteration 29Q: 3 clusters Score -529157.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -529168.250000 Penalty: 868.199158
	Iteration 30Q: 3 clusters Score -529168.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -529176.375000 Penalty: 868.199158
	Iteration 31Q: 3 clusters Score -529176.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -529181.250000 Penalty: 868.199158
	Iteration 32Q: 3 clusters Score -529181.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -529182.062500 Penalty: 868.199158
	Iteration 33Q: 3 clusters Score -529182.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -529184.875000 Penalty: 868.199158
	Iteration 34Q: 3 clusters Score -529184.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -529185.437500 Penalty: 868.199158
	Iteration 35Q: 3 clusters Score -529185.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -529185.312500 Penalty: 868.199158
	Iteration 36Q: 3 clusters Score -529185.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -529186.250000 Penalty: 868.199158
	Iteration 37Q: 3 clusters Score -529186.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -529186.187500 Penalty: 868.199158
	Iteration 38Q: 3 clusters Score -529186.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -529187.312500 Penalty: 868.199158
	Iteration 39Q: 3 clusters Score -529187.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -529189.812500 Penalty: 868.199158
	Iteration 40F: 3 clusters Score -529189.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -529192.812500 Penalty: 868.199158
	Iteration 41Q: 3 clusters Score -529192.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -529194.250000 Penalty: 868.199158
	Iteration 42Q: 3 clusters Score -529194.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -529193.687500 Penalty: 868.199158
	Iteration 43Q: 3 clusters Score -529193.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -529193.875000 Penalty: 868.199158
	Iteration 44Q: 3 clusters Score -529193.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -529193.812500 Penalty: 868.199158
	Iteration 45Q: 3 clusters Score -529193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -529195.437500 Penalty: 868.199158
	Iteration 46Q: 3 clusters Score -529195.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -529195.687500 Penalty: 868.199158
	Iteration 47Q: 3 clusters Score -529195.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -529195.687500 Penalty: 868.199158
	Iteration 48F: 3 clusters Score -529195.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Entering Unmasked Estep 
Score: -1096048.500000 Penalty: 464.035370
	Iteration 0F: 2 clusters Score -1096048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1078082.625000 Penalty: 928.070740
	Iteration 0F: 3 clusters Score -1078083 nChanged 12915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1086094.500000 Penalty: 928.070740
	Iteration 1F: 3 clusters Score -1086094 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1087192.125000 Penalty: 928.070740
	Iteration 2F: 3 clusters Score -1087192 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1088398.625000 Penalty: 928.070740
	Iteration 3F: 3 clusters Score -1088399 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1089532.625000 Penalty: 928.070740
	Iteration 4F: 3 clusters Score -1089533 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1090387.875000 Penalty: 928.070740
	Iteration 5F: 3 clusters Score -1090388 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1090963.625000 Penalty: 928.070740
	Iteration 6Q: 3 clusters Score -1090964 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1091405.000000 Penalty: 928.070740
	Iteration 7Q: 3 clusters Score -1091405 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1091722.000000 Penalty: 928.070740
	Iteration 8Q: 3 clusters Score -1091722 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1091899.875000 Penalty: 928.070740
	Iteration 9Q: 3 clusters Score -1091900 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1091995.250000 Penalty: 928.070740
	Iteration 10Q: 3 clusters Score -1091995 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1092057.000000 Penalty: 928.070740
	Iteration 11Q: 3 clusters Score -1092057 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1092114.875000 Penalty: 928.070740
	Iteration 12Q: 3 clusters Score -1092115 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1092173.750000 Penalty: 928.070740
	Iteration 13Q: 3 clusters Score -1092174 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1092231.000000 Penalty: 928.070740
	Iteration 14Q: 3 clusters Score -1092231 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1092292.750000 Penalty: 928.070740
	Iteration 15Q: 3 clusters Score -1092293 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1092358.375000 Penalty: 928.070740
	Iteration 16Q: 3 clusters Score -1092358 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1092438.625000 Penalty: 928.070740
	Iteration 17Q: 3 clusters Score -1092439 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1092550.375000 Penalty: 928.070740
	Iteration 18Q: 3 clusters Score -1092550 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1092653.000000 Penalty: 928.070740
	Iteration 19Q: 3 clusters Score -1092653 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1092749.500000 Penalty: 928.070740
	Iteration 20F: 3 clusters Score -1092750 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1092859.250000 Penalty: 928.070740
	Iteration 21Q: 3 clusters Score -1092859 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1092976.125000 Penalty: 928.070740
	Iteration 22Q: 3 clusters Score -1092976 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1093100.125000 Penalty: 928.070740
	Iteration 23Q: 3 clusters Score -1093100 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1093233.875000 Penalty: 928.070740
	Iteration 24Q: 3 clusters Score -1093234 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1093391.375000 Penalty: 928.070740
	Iteration 25Q: 3 clusters Score -1093391 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1093551.000000 Penalty: 928.070740
	Iteration 26Q: 3 clusters Score -1093551 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1093751.875000 Penalty: 928.070740
	Iteration 27Q: 3 clusters Score -1093752 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1093936.125000 Penalty: 928.070740
	Iteration 28Q: 3 clusters Score -1093936 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1094143.500000 Penalty: 928.070740
	Iteration 29Q: 3 clusters Score -1094144 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1094343.500000 Penalty: 928.070740
	Iteration 30Q: 3 clusters Score -1094344 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1094506.750000 Penalty: 928.070740
	Iteration 31Q: 3 clusters Score -1094507 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1094664.000000 Penalty: 928.070740
	Iteration 32Q: 3 clusters Score -1094664 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1094834.000000 Penalty: 928.070740
	Iteration 33Q: 3 clusters Score -1094834 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1095002.625000 Penalty: 928.070740
	Iteration 34Q: 3 clusters Score -1095003 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1095140.625000 Penalty: 928.070740
	Iteration 35Q: 3 clusters Score -1095141 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1095255.250000 Penalty: 928.070740
	Iteration 36Q: 3 clusters Score -1095255 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1095369.000000 Penalty: 928.070740
	Iteration 37Q: 3 clusters Score -1095369 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1095472.375000 Penalty: 928.070740
	Iteration 38Q: 3 clusters Score -1095472 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1095557.500000 Penalty: 928.070740
	Iteration 39Q: 3 clusters Score -1095558 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1095627.125000 Penalty: 928.070740
	Iteration 40F: 3 clusters Score -1095627 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1095694.000000 Penalty: 928.070740
	Iteration 41Q: 3 clusters Score -1095694 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1095754.250000 Penalty: 928.070740
	Iteration 42Q: 3 clusters Score -1095754 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1095801.875000 Penalty: 928.070740
	Iteration 43Q: 3 clusters Score -1095802 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1095830.250000 Penalty: 928.070740
	Iteration 44Q: 3 clusters Score -1095830 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1095853.250000 Penalty: 928.070740
	Iteration 45Q: 3 clusters Score -1095853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1095870.875000 Penalty: 928.070740
	Iteration 46Q: 3 clusters Score -1095871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1095878.625000 Penalty: 928.070740
	Iteration 47Q: 3 clusters Score -1095879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1095887.125000 Penalty: 928.070740
	Iteration 48Q: 3 clusters Score -1095887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1095890.625000 Penalty: 928.070740
	Iteration 49Q: 3 clusters Score -1095891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1095893.250000 Penalty: 928.070740
	Iteration 50Q: 3 clusters Score -1095893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1095896.250000 Penalty: 928.070740
	Iteration 51Q: 3 clusters Score -1095896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1095897.375000 Penalty: 928.070740
	Iteration 52Q: 3 clusters Score -1095897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1095898.250000 Penalty: 928.070740
	Iteration 53Q: 3 clusters Score -1095898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1095898.750000 Penalty: 928.070740
	Iteration 54Q: 3 clusters Score -1095899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1095898.250000 Penalty: 928.070740
	Iteration 55Q: 3 clusters Score -1095898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1095908.500000 Penalty: 928.070740
	Iteration 56F: 3 clusters Score -1095908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1095921.750000 Penalty: 928.070740
	Iteration 57Q: 3 clusters Score -1095922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1095931.375000 Penalty: 928.070740
	Iteration 58Q: 3 clusters Score -1095931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1095943.875000 Penalty: 928.070740
	Iteration 59Q: 3 clusters Score -1095944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1095951.750000 Penalty: 928.070740
	Iteration 60F: 3 clusters Score -1095952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1095957.250000 Penalty: 928.070740
	Iteration 61Q: 3 clusters Score -1095957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1095961.000000 Penalty: 928.070740
	Iteration 62Q: 3 clusters Score -1095961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1095962.625000 Penalty: 928.070740
	Iteration 63Q: 3 clusters Score -1095963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1095965.500000 Penalty: 928.070740
	Iteration 64Q: 3 clusters Score -1095966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1095968.000000 Penalty: 928.070740
	Iteration 65Q: 3 clusters Score -1095968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1095969.000000 Penalty: 928.070740
	Iteration 66Q: 3 clusters Score -1095969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1095970.000000 Penalty: 928.070740
	Iteration 67Q: 3 clusters Score -1095970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1095971.750000 Penalty: 928.070740
	Iteration 68Q: 3 clusters Score -1095972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1095973.625000 Penalty: 928.070740
	Iteration 69Q: 3 clusters Score -1095974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1095974.000000 Penalty: 928.070740
	Iteration 70Q: 3 clusters Score -1095974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1095972.750000 Penalty: 928.070740
	Iteration 71Q: 3 clusters Score -1095973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1095974.250000 Penalty: 928.070740
	Iteration 72Q: 3 clusters Score -1095974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1095975.875000 Penalty: 928.070740
	Iteration 73Q: 3 clusters Score -1095976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1095979.000000 Penalty: 928.070740
	Iteration 74Q: 3 clusters Score -1095979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1095981.875000 Penalty: 928.070740
	Iteration 75Q: 3 clusters Score -1095982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1095980.750000 Penalty: 928.070740
	Iteration 76Q: 3 clusters Score -1095981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1095982.750000 Penalty: 928.070740
	Iteration 77Q: 3 clusters Score -1095983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1095984.125000 Penalty: 928.070740
	Iteration 78Q: 3 clusters Score -1095984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1095984.125000 Penalty: 928.070740
	Iteration 79F: 3 clusters Score -1095984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Entering Unmasked Estep 
Score: -66848.015625 Penalty: 345.795563
	Iteration 0F: 2 clusters Score -66848.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -65450.417969 Penalty: 691.591125
	Iteration 0F: 3 clusters Score -65450.42 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -66036.828125 Penalty: 691.591125
	Iteration 1F: 3 clusters Score -66036.83 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -66325.640625 Penalty: 691.591125
	Iteration 2F: 3 clusters Score -66325.64 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -66598.250000 Penalty: 691.591125
	Iteration 3F: 3 clusters Score -66598.25 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -66843.171875 Penalty: 691.591125
	Iteration 4F: 3 clusters Score -66843.17 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -67073.789062 Penalty: 691.591125
	Iteration 5F: 3 clusters Score -67073.79 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -67208.531250 Penalty: 691.591125
	Iteration 6F: 3 clusters Score -67208.53 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -67264.703125 Penalty: 691.591125
	Iteration 7Q: 3 clusters Score -67264.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -67280.929688 Penalty: 691.591125
	Iteration 8Q: 3 clusters Score -67280.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -67284.070312 Penalty: 691.591125
	Iteration 9Q: 3 clusters Score -67284.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -67287.265625 Penalty: 691.591125
	Iteration 10Q: 3 clusters Score -67287.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -67291.781250 Penalty: 691.591125
	Iteration 11Q: 3 clusters Score -67291.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -67297.875000 Penalty: 691.591125
	Iteration 12Q: 3 clusters Score -67297.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -67306.304688 Penalty: 691.591125
	Iteration 13Q: 3 clusters Score -67306.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -67309.125000 Penalty: 691.591125
	Iteration 14Q: 3 clusters Score -67309.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -67309.304688 Penalty: 691.591125
	Iteration 15Q: 3 clusters Score -67309.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -67309.304688 Penalty: 691.591125
	Iteration 16F: 3 clusters Score -67309.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2373 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 228278 members 
Mstep: Class 5 contains 6028 members 
Mstep: Class 6 contains 13914 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 26865 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 31661 members 
Mstep: Class 11 contains 3201 members 
Mstep: Class 12 contains 292026 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 61483 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 5052 members 
Mstep: Class 17 contains 6442 members 
Mstep: Class 18 contains 14596 members 
Mstep: Class 19 contains 18065 members 
Mstep: Class 20 contains 5902 members 
Mstep: Class 21 contains 1582 members 
Entering Unmasked Estep 
Score: -28329718.000000 Penalty: 12900.012695
Splitting cluster 9 changes total score from -28328474.000000 to -28329718.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (31661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Entering Unmasked Estep 
Score: -1192775.000000 Penalty: 471.509247
	Iteration 0F: 2 clusters Score -1192775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1171601.125000 Penalty: 943.018494
	Iteration 0F: 3 clusters Score -1171601 nChanged 15236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1181544.625000 Penalty: 943.018494
	Iteration 1F: 3 clusters Score -1181545 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1182846.000000 Penalty: 943.018494
	Iteration 2F: 3 clusters Score -1182846 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1184431.500000 Penalty: 943.018494
	Iteration 3F: 3 clusters Score -1184432 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1186118.375000 Penalty: 943.018494
	Iteration 4F: 3 clusters Score -1186118 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1187511.375000 Penalty: 943.018494
	Iteration 5F: 3 clusters Score -1187511 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1188786.500000 Penalty: 943.018494
	Iteration 6F: 3 clusters Score -1188786 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1189916.375000 Penalty: 943.018494
	Iteration 7Q: 3 clusters Score -1189916 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1190908.125000 Penalty: 943.018494
	Iteration 8Q: 3 clusters Score -1190908 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1191656.250000 Penalty: 943.018494
	Iteration 9Q: 3 clusters Score -1191656 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1192264.250000 Penalty: 943.018494
	Iteration 10Q: 3 clusters Score -1192264 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1192637.375000 Penalty: 943.018494
	Iteration 11Q: 3 clusters Score -1192637 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1192832.375000 Penalty: 943.018494
	Iteration 12Q: 3 clusters Score -1192832 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1192947.250000 Penalty: 943.018494
	Iteration 13Q: 3 clusters Score -1192947 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1193012.125000 Penalty: 943.018494
	Iteration 14Q: 3 clusters Score -1193012 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1193051.500000 Penalty: 943.018494
	Iteration 15Q: 3 clusters Score -1193052 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1193092.125000 Penalty: 943.018494
	Iteration 16Q: 3 clusters Score -1193092 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1193129.750000 Penalty: 943.018494
	Iteration 17Q: 3 clusters Score -1193130 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1193154.250000 Penalty: 943.018494
	Iteration 18Q: 3 clusters Score -1193154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1193172.750000 Penalty: 943.018494
	Iteration 19Q: 3 clusters Score -1193173 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1193186.375000 Penalty: 943.018494
	Iteration 20F: 3 clusters Score -1193186 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1193202.500000 Penalty: 943.018494
	Iteration 21Q: 3 clusters Score -1193202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1193215.500000 Penalty: 943.018494
	Iteration 22Q: 3 clusters Score -1193216 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1193235.000000 Penalty: 943.018494
	Iteration 23Q: 3 clusters Score -1193235 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1193246.000000 Penalty: 943.018494
	Iteration 24Q: 3 clusters Score -1193246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1193259.750000 Penalty: 943.018494
	Iteration 25Q: 3 clusters Score -1193260 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1193278.250000 Penalty: 943.018494
	Iteration 26Q: 3 clusters Score -1193278 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1193302.000000 Penalty: 943.018494
	Iteration 27Q: 3 clusters Score -1193302 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1193317.875000 Penalty: 943.018494
	Iteration 28Q: 3 clusters Score -1193318 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1193336.125000 Penalty: 943.018494
	Iteration 29Q: 3 clusters Score -1193336 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1193370.000000 Penalty: 943.018494
	Iteration 30Q: 3 clusters Score -1193370 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1193410.250000 Penalty: 943.018494
	Iteration 31Q: 3 clusters Score -1193410 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1193448.750000 Penalty: 943.018494
	Iteration 32Q: 3 clusters Score -1193449 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1193488.625000 Penalty: 943.018494
	Iteration 33Q: 3 clusters Score -1193489 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1193522.500000 Penalty: 943.018494
	Iteration 34Q: 3 clusters Score -1193522 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1193546.250000 Penalty: 943.018494
	Iteration 35Q: 3 clusters Score -1193546 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1193565.875000 Penalty: 943.018494
	Iteration 36Q: 3 clusters Score -1193566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1193605.125000 Penalty: 943.018494
	Iteration 37Q: 3 clusters Score -1193605 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1193646.375000 Penalty: 943.018494
	Iteration 38Q: 3 clusters Score -1193646 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1193699.750000 Penalty: 943.018494
	Iteration 39Q: 3 clusters Score -1193700 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1193756.125000 Penalty: 943.018494
	Iteration 40F: 3 clusters Score -1193756 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1193774.250000 Penalty: 943.018494
	Iteration 41Q: 3 clusters Score -1193774 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1193794.250000 Penalty: 943.018494
	Iteration 42Q: 3 clusters Score -1193794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1193802.875000 Penalty: 943.018494
	Iteration 43Q: 3 clusters Score -1193803 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1193807.000000 Penalty: 943.018494
	Iteration 44Q: 3 clusters Score -1193807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1193810.125000 Penalty: 943.018494
	Iteration 45Q: 3 clusters Score -1193810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1193814.125000 Penalty: 943.018494
	Iteration 46Q: 3 clusters Score -1193814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1193815.250000 Penalty: 943.018494
	Iteration 47Q: 3 clusters Score -1193815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1193815.750000 Penalty: 943.018494
	Iteration 48Q: 3 clusters Score -1193816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1193815.000000 Penalty: 943.018494
	Iteration 49Q: 3 clusters Score -1193815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1193816.500000 Penalty: 943.018494
	Iteration 50Q: 3 clusters Score -1193816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1193816.000000 Penalty: 943.018494
	Iteration 51Q: 3 clusters Score -1193816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1193817.000000 Penalty: 943.018494
	Iteration 52Q: 3 clusters Score -1193817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1193817.250000 Penalty: 943.018494
	Iteration 53Q: 3 clusters Score -1193817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1193817.625000 Penalty: 943.018494
	Iteration 54Q: 3 clusters Score -1193818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1193818.125000 Penalty: 943.018494
	Iteration 55Q: 3 clusters Score -1193818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1193817.875000 Penalty: 943.018494
	Iteration 56Q: 3 clusters Score -1193818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1193818.750000 Penalty: 943.018494
	Iteration 57Q: 3 clusters Score -1193819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1193818.625000 Penalty: 943.018494
	Iteration 58Q: 3 clusters Score -1193819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1193818.125000 Penalty: 943.018494
	Iteration 59Q: 3 clusters Score -1193818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1193818.125000 Penalty: 943.018494
	Iteration 60F: 3 clusters Score -1193818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2373 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 228278 members 
Mstep: Class 5 contains 6028 members 
Mstep: Class 6 contains 13914 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 26865 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 29794 members 
Mstep: Class 11 contains 3201 members 
Mstep: Class 12 contains 292026 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 61483 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 5052 members 
Mstep: Class 17 contains 6442 members 
Mstep: Class 18 contains 14596 members 
Mstep: Class 19 contains 18065 members 
Mstep: Class 20 contains 5902 members 
Mstep: Class 21 contains 1582 members 
Mstep: Class 22 contains 1867 members 
Entering Unmasked Estep 
Score: -28330558.000000 Penalty: 13514.298828
Splitting cluster 10 changes total score from -28328474.000000 to -28330558.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (3201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Entering Unmasked Estep 
Score: -128581.773438 Penalty: 367.240448
	Iteration 0F: 2 clusters Score -128581.8 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 1578 members 
Entering Unmasked Estep 
Score: -126326.804688 Penalty: 734.480896
	Iteration 0F: 3 clusters Score -126326.8 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -127181.710938 Penalty: 734.480896
	Iteration 1F: 3 clusters Score -127181.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -127328.367188 Penalty: 734.480896
	Iteration 2F: 3 clusters Score -127328.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -127492.117188 Penalty: 734.480896
	Iteration 3F: 3 clusters Score -127492.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -127653.750000 Penalty: 734.480896
	Iteration 4F: 3 clusters Score -127653.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -127778.468750 Penalty: 734.480896
	Iteration 5F: 3 clusters Score -127778.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -127883.890625 Penalty: 734.480896
	Iteration 6Q: 3 clusters Score -127883.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -127979.671875 Penalty: 734.480896
	Iteration 7Q: 3 clusters Score -127979.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -128055.554688 Penalty: 734.480896
	Iteration 8Q: 3 clusters Score -128055.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -128095.242188 Penalty: 734.480896
	Iteration 9Q: 3 clusters Score -128095.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -128116.007812 Penalty: 734.480896
	Iteration 10Q: 3 clusters Score -128116 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -128128.453125 Penalty: 734.480896
	Iteration 11Q: 3 clusters Score -128128.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -128134.851562 Penalty: 734.480896
	Iteration 12Q: 3 clusters Score -128134.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -128136.468750 Penalty: 734.480896
	Iteration 13Q: 3 clusters Score -128136.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -128137.421875 Penalty: 734.480896
	Iteration 14Q: 3 clusters Score -128137.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -128138.296875 Penalty: 734.480896
	Iteration 15Q: 3 clusters Score -128138.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -128140.125000 Penalty: 734.480896
	Iteration 16Q: 3 clusters Score -128140.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -128141.804688 Penalty: 734.480896
	Iteration 17Q: 3 clusters Score -128141.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -128145.000000 Penalty: 734.480896
	Iteration 18Q: 3 clusters Score -128145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -128146.312500 Penalty: 734.480896
	Iteration 19Q: 3 clusters Score -128146.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -128147.484375 Penalty: 734.480896
	Iteration 20F: 3 clusters Score -128147.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -128148.570312 Penalty: 734.480896
	Iteration 21Q: 3 clusters Score -128148.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -128149.343750 Penalty: 734.480896
	Iteration 22Q: 3 clusters Score -128149.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -128149.742188 Penalty: 734.480896
	Iteration 23Q: 3 clusters Score -128149.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -128150.593750 Penalty: 734.480896
	Iteration 24Q: 3 clusters Score -128150.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -128150.742188 Penalty: 734.480896
	Iteration 25Q: 3 clusters Score -128150.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -128151.015625 Penalty: 734.480896
	Iteration 26Q: 3 clusters Score -128151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -128151.109375 Penalty: 734.480896
	Iteration 27Q: 3 clusters Score -128151.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -128151.195312 Penalty: 734.480896
	Iteration 28Q: 3 clusters Score -128151.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -128151.195312 Penalty: 734.480896
	Iteration 29F: 3 clusters Score -128151.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (292026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292026 members 
Entering Unmasked Estep 
Score: -12086572.000000 Penalty: 572.599243
	Iteration 0F: 2 clusters Score -1.208657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146293 members 
Mstep: Class 2 contains 145733 members 
Entering Unmasked Estep 
Score: -11887943.000000 Penalty: 1145.198486
	Iteration 0F: 3 clusters Score -1.188794e+07 nChanged 143758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149699 members 
Mstep: Class 2 contains 142327 members 
Entering Unmasked Estep 
Score: -11976998.000000 Penalty: 1145.198486
	Iteration 1F: 3 clusters Score -1.1977e+07 nChanged 12733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149398 members 
Mstep: Class 2 contains 142628 members 
Entering Unmasked Estep 
Score: -11982588.000000 Penalty: 1145.198486
	Iteration 2Q: 3 clusters Score -1.198259e+07 nChanged 15066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149402 members 
Mstep: Class 2 contains 142624 members 
Entering Unmasked Estep 
Score: -11989590.000000 Penalty: 1145.198486
	Iteration 3F: 3 clusters Score -1.198959e+07 nChanged 16148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149918 members 
Mstep: Class 2 contains 142108 members 
Entering Unmasked Estep 
Score: -11997418.000000 Penalty: 1145.198486
	Iteration 4F: 3 clusters Score -1.199742e+07 nChanged 15558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151420 members 
Mstep: Class 2 contains 140606 members 
Entering Unmasked Estep 
Score: -12004638.000000 Penalty: 1145.198486
	Iteration 5F: 3 clusters Score -1.200464e+07 nChanged 14366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153966 members 
Mstep: Class 2 contains 138060 members 
Entering Unmasked Estep 
Score: -12010932.000000 Penalty: 1145.198486
	Iteration 6Q: 3 clusters Score -1.201093e+07 nChanged 13011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157387 members 
Mstep: Class 2 contains 134639 members 
Entering Unmasked Estep 
Score: -12016254.000000 Penalty: 1145.198486
	Iteration 7Q: 3 clusters Score -1.201625e+07 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161723 members 
Mstep: Class 2 contains 130303 members 
Entering Unmasked Estep 
Score: -12020574.000000 Penalty: 1145.198486
	Iteration 8Q: 3 clusters Score -1.202057e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167151 members 
Mstep: Class 2 contains 124875 members 
Entering Unmasked Estep 
Score: -12024017.000000 Penalty: 1145.198486
	Iteration 9Q: 3 clusters Score -1.202402e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173989 members 
Mstep: Class 2 contains 118037 members 
Entering Unmasked Estep 
Score: -12027145.000000 Penalty: 1145.198486
	Iteration 10Q: 3 clusters Score -1.202714e+07 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182264 members 
Mstep: Class 2 contains 109762 members 
Entering Unmasked Estep 
Score: -12030400.000000 Penalty: 1145.198486
	Iteration 11Q: 3 clusters Score -1.20304e+07 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192216 members 
Mstep: Class 2 contains 99810 members 
Entering Unmasked Estep 
Score: -12034275.000000 Penalty: 1145.198486
	Iteration 12Q: 3 clusters Score -1.203428e+07 nChanged 11582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203728 members 
Mstep: Class 2 contains 88298 members 
Entering Unmasked Estep 
Score: -12038993.000000 Penalty: 1145.198486
	Iteration 13Q: 3 clusters Score -1.203899e+07 nChanged 13100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216826 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -12044764.000000 Penalty: 1145.198486
	Iteration 14Q: 3 clusters Score -1.204476e+07 nChanged 14002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230828 members 
Mstep: Class 2 contains 61198 members 
Entering Unmasked Estep 
Score: -12051803.000000 Penalty: 1145.198486
	Iteration 15Q: 3 clusters Score -1.20518e+07 nChanged 13987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244815 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -12059512.000000 Penalty: 1145.198486
	Iteration 16Q: 3 clusters Score -1.205951e+07 nChanged 12924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257739 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -12066819.000000 Penalty: 1145.198486
	Iteration 17Q: 3 clusters Score -1.206682e+07 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268500 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -12073015.000000 Penalty: 1145.198486
	Iteration 18Q: 3 clusters Score -1.207302e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276777 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -12077850.000000 Penalty: 1145.198486
	Iteration 19Q: 3 clusters Score -1.207785e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282481 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -12081000.000000 Penalty: 1145.198486
	Iteration 20F: 3 clusters Score -1.2081e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286224 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -12083192.000000 Penalty: 1145.198486
	Iteration 21Q: 3 clusters Score -1.208319e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288518 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -12084402.000000 Penalty: 1145.198486
	Iteration 22Q: 3 clusters Score -1.20844e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289824 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -12085115.000000 Penalty: 1145.198486
	Iteration 23Q: 3 clusters Score -1.208512e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290593 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -12085434.000000 Penalty: 1145.198486
	Iteration 24Q: 3 clusters Score -1.208543e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291057 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -12085690.000000 Penalty: 1145.198486
	Iteration 25Q: 3 clusters Score -1.208569e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291318 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -12085836.000000 Penalty: 1145.198486
	Iteration 26Q: 3 clusters Score -1.208584e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291494 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -12085934.000000 Penalty: 1145.198486
	Iteration 27Q: 3 clusters Score -1.208593e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291595 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -12085975.000000 Penalty: 1145.198486
	Iteration 28Q: 3 clusters Score -1.208598e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291646 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -12085999.000000 Penalty: 1145.198486
	Iteration 29Q: 3 clusters Score -1.2086e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291682 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -12086037.000000 Penalty: 1145.198486
	Iteration 30Q: 3 clusters Score -1.208604e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291713 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -12086040.000000 Penalty: 1145.198486
	Iteration 31Q: 3 clusters Score -1.208604e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291729 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -12086057.000000 Penalty: 1145.198486
	Iteration 32Q: 3 clusters Score -1.208606e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291743 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -12086069.000000 Penalty: 1145.198486
	Iteration 33Q: 3 clusters Score -1.208607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291748 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12086073.000000 Penalty: 1145.198486
	Iteration 34Q: 3 clusters Score -1.208607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291750 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12086082.000000 Penalty: 1145.198486
	Iteration 35Q: 3 clusters Score -1.208608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291752 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -12086079.000000 Penalty: 1145.198486
	Iteration 36Q: 3 clusters Score -1.208608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291755 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -12086079.000000 Penalty: 1145.198486
	Iteration 37Q: 3 clusters Score -1.208608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291757 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -12086083.000000 Penalty: 1145.198486
	Iteration 38Q: 3 clusters Score -1.208608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291759 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -12086090.000000 Penalty: 1145.198486
	Iteration 39Q: 3 clusters Score -1.208609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291763 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -12086087.000000 Penalty: 1145.198486
	Iteration 40F: 3 clusters Score -1.208609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291766 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -12086083.000000 Penalty: 1145.198486
	Iteration 41Q: 3 clusters Score -1.208608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291768 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -12086092.000000 Penalty: 1145.198486
	Iteration 42Q: 3 clusters Score -1.208609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291771 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -12086096.000000 Penalty: 1145.198486
	Iteration 43Q: 3 clusters Score -1.20861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291771 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -12086096.000000 Penalty: 1145.198486
	Iteration 44F: 3 clusters Score -1.20861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (61483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Entering Unmasked Estep 
Score: -2467409.250000 Penalty: 501.706482
	Iteration 0F: 2 clusters Score -2467409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -2426149.500000 Penalty: 1003.412964
	Iteration 0F: 3 clusters Score -2426150 nChanged 29839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -2444993.250000 Penalty: 1003.412964
	Iteration 1F: 3 clusters Score -2444993 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -2447038.500000 Penalty: 1003.412964
	Iteration 2F: 3 clusters Score -2447038 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -2449776.500000 Penalty: 1003.412964
	Iteration 3F: 3 clusters Score -2449776 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -2453260.000000 Penalty: 1003.412964
	Iteration 4F: 3 clusters Score -2453260 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -2457102.000000 Penalty: 1003.412964
	Iteration 5F: 3 clusters Score -2457102 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -2460798.250000 Penalty: 1003.412964
	Iteration 6F: 3 clusters Score -2460798 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -2463483.750000 Penalty: 1003.412964
	Iteration 7F: 3 clusters Score -2463484 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -2465062.000000 Penalty: 1003.412964
	Iteration 8Q: 3 clusters Score -2465062 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 59331 members 
Entering Unmasked Estep 
Score: -2465921.750000 Penalty: 1003.412964
	Iteration 9Q: 3 clusters Score -2465922 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -2466407.750000 Penalty: 1003.412964
	Iteration 10Q: 3 clusters Score -2466408 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 60541 members 
Entering Unmasked Estep 
Score: -2466664.750000 Penalty: 1003.412964
	Iteration 11Q: 3 clusters Score -2466665 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -2466796.000000 Penalty: 1003.412964
	Iteration 12Q: 3 clusters Score -2466796 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 60964 members 
Entering Unmasked Estep 
Score: -2466856.750000 Penalty: 1003.412964
	Iteration 13Q: 3 clusters Score -2466857 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 61067 members 
Entering Unmasked Estep 
Score: -2466907.250000 Penalty: 1003.412964
	Iteration 14Q: 3 clusters Score -2466907 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -2466940.750000 Penalty: 1003.412964
	Iteration 15Q: 3 clusters Score -2466941 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 61189 members 
Entering Unmasked Estep 
Score: -2466962.000000 Penalty: 1003.412964
	Iteration 16Q: 3 clusters Score -2466962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 61234 members 
Entering Unmasked Estep 
Score: -2466992.500000 Penalty: 1003.412964
	Iteration 17Q: 3 clusters Score -2466992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -2466999.000000 Penalty: 1003.412964
	Iteration 18Q: 3 clusters Score -2466999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -2467006.500000 Penalty: 1003.412964
	Iteration 19Q: 3 clusters Score -2467006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 61275 members 
Entering Unmasked Estep 
Score: -2467019.250000 Penalty: 1003.412964
	Iteration 20F: 3 clusters Score -2467019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 61284 members 
Entering Unmasked Estep 
Score: -2467026.000000 Penalty: 1003.412964
	Iteration 21Q: 3 clusters Score -2467026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -2467029.000000 Penalty: 1003.412964
	Iteration 22Q: 3 clusters Score -2467029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 61288 members 
Entering Unmasked Estep 
Score: -2467031.750000 Penalty: 1003.412964
	Iteration 23Q: 3 clusters Score -2467032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 61291 members 
Entering Unmasked Estep 
Score: -2467031.750000 Penalty: 1003.412964
	Iteration 24Q: 3 clusters Score -2467032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 61292 members 
Entering Unmasked Estep 
Score: -2467033.750000 Penalty: 1003.412964
	Iteration 25Q: 3 clusters Score -2467034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -2467035.250000 Penalty: 1003.412964
	Iteration 26Q: 3 clusters Score -2467035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 61300 members 
Entering Unmasked Estep 
Score: -2467036.750000 Penalty: 1003.412964
	Iteration 27Q: 3 clusters Score -2467037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -2467036.000000 Penalty: 1003.412964
	Iteration 28Q: 3 clusters Score -2467036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 61302 members 
Entering Unmasked Estep 
Score: -2467037.500000 Penalty: 1003.412964
	Iteration 29Q: 3 clusters Score -2467038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 61302 members 
Entering Unmasked Estep 
Score: -2467037.500000 Penalty: 1003.412964
	Iteration 30F: 3 clusters Score -2467038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -55337.656250 Penalty: 328.293427
	Iteration 0F: 2 clusters Score -55337.66 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 687 members 
Entering Unmasked Estep 
Score: -54313.222656 Penalty: 656.586853
	Iteration 0F: 3 clusters Score -54313.22 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -54639.433594 Penalty: 656.586853
	Iteration 1F: 3 clusters Score -54639.43 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -54705.281250 Penalty: 656.586853
	Iteration 2F: 3 clusters Score -54705.28 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -54755.257812 Penalty: 656.586853
	Iteration 3F: 3 clusters Score -54755.26 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -54808.230469 Penalty: 656.586853
	Iteration 4F: 3 clusters Score -54808.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -54844.210938 Penalty: 656.586853
	Iteration 5Q: 3 clusters Score -54844.21 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -54876.980469 Penalty: 656.586853
	Iteration 6Q: 3 clusters Score -54876.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -54894.332031 Penalty: 656.586853
	Iteration 7Q: 3 clusters Score -54894.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -54906.132812 Penalty: 656.586853
	Iteration 8Q: 3 clusters Score -54906.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -54923.878906 Penalty: 656.586853
	Iteration 9Q: 3 clusters Score -54923.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -54941.960938 Penalty: 656.586853
	Iteration 10Q: 3 clusters Score -54941.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -54957.371094 Penalty: 656.586853
	Iteration 11Q: 3 clusters Score -54957.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -54972.003906 Penalty: 656.586853
	Iteration 12Q: 3 clusters Score -54972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -54986.234375 Penalty: 656.586853
	Iteration 13Q: 3 clusters Score -54986.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -54997.921875 Penalty: 656.586853
	Iteration 14Q: 3 clusters Score -54997.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -55004.253906 Penalty: 656.586853
	Iteration 15Q: 3 clusters Score -55004.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -55008.000000 Penalty: 656.586853
	Iteration 16Q: 3 clusters Score -55008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -55011.707031 Penalty: 656.586853
	Iteration 17Q: 3 clusters Score -55011.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -55013.730469 Penalty: 656.586853
	Iteration 18Q: 3 clusters Score -55013.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -55015.558594 Penalty: 656.586853
	Iteration 19Q: 3 clusters Score -55015.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -55017.242188 Penalty: 656.586853
	Iteration 20F: 3 clusters Score -55017.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -55018.105469 Penalty: 656.586853
	Iteration 21Q: 3 clusters Score -55018.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -55019.218750 Penalty: 656.586853
	Iteration 22Q: 3 clusters Score -55019.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -55020.789062 Penalty: 656.586853
	Iteration 23Q: 3 clusters Score -55020.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -55021.785156 Penalty: 656.586853
	Iteration 24Q: 3 clusters Score -55021.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -55022.687500 Penalty: 656.586853
	Iteration 25Q: 3 clusters Score -55022.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -55023.046875 Penalty: 656.586853
	Iteration 26Q: 3 clusters Score -55023.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -55023.046875 Penalty: 656.586853
	Iteration 27F: 3 clusters Score -55023.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Entering Unmasked Estep 
Score: -182765.578125 Penalty: 388.003021
	Iteration 0F: 2 clusters Score -182765.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -179517.328125 Penalty: 776.006042
	Iteration 0F: 3 clusters Score -179517.3 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -182164.031250 Penalty: 776.006042
	Iteration 1F: 3 clusters Score -182164 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -183376.187500 Penalty: 776.006042
	Iteration 2F: 3 clusters Score -183376.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -183997.390625 Penalty: 776.006042
	Iteration 3F: 3 clusters Score -183997.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -184343.328125 Penalty: 776.006042
	Iteration 4Q: 3 clusters Score -184343.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -184519.125000 Penalty: 776.006042
	Iteration 5Q: 3 clusters Score -184519.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -184599.421875 Penalty: 776.006042
	Iteration 6Q: 3 clusters Score -184599.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -184641.484375 Penalty: 776.006042
	Iteration 7Q: 3 clusters Score -184641.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -184668.062500 Penalty: 776.006042
	Iteration 8Q: 3 clusters Score -184668.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -184690.312500 Penalty: 776.006042
	Iteration 9Q: 3 clusters Score -184690.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -184704.203125 Penalty: 776.006042
	Iteration 10Q: 3 clusters Score -184704.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -184714.000000 Penalty: 776.006042
	Iteration 11Q: 3 clusters Score -184714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -184722.265625 Penalty: 776.006042
	Iteration 12Q: 3 clusters Score -184722.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -184726.765625 Penalty: 776.006042
	Iteration 13Q: 3 clusters Score -184726.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -184728.750000 Penalty: 776.006042
	Iteration 14Q: 3 clusters Score -184728.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -184731.546875 Penalty: 776.006042
	Iteration 15Q: 3 clusters Score -184731.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -184732.765625 Penalty: 776.006042
	Iteration 16Q: 3 clusters Score -184732.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -184734.234375 Penalty: 776.006042
	Iteration 17Q: 3 clusters Score -184734.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -184735.296875 Penalty: 776.006042
	Iteration 18Q: 3 clusters Score -184735.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -184736.343750 Penalty: 776.006042
	Iteration 19Q: 3 clusters Score -184736.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -184736.343750 Penalty: 776.006042
	Iteration 20F: 3 clusters Score -184736.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -184736.937500 Penalty: 776.006042
	Iteration 21Q: 3 clusters Score -184736.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -184736.812500 Penalty: 776.006042
	Iteration 22Q: 3 clusters Score -184736.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -184737.375000 Penalty: 776.006042
	Iteration 23Q: 3 clusters Score -184737.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -184737.171875 Penalty: 776.006042
	Iteration 24Q: 3 clusters Score -184737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -184737.343750 Penalty: 776.006042
	Iteration 25Q: 3 clusters Score -184737.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -184738.078125 Penalty: 776.006042
	Iteration 26Q: 3 clusters Score -184738.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -184737.828125 Penalty: 776.006042
	Iteration 27Q: 3 clusters Score -184737.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -184737.828125 Penalty: 776.006042
	Iteration 28F: 3 clusters Score -184737.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2373 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 228278 members 
Mstep: Class 5 contains 6028 members 
Mstep: Class 6 contains 13914 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 26865 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 29794 members 
Mstep: Class 11 contains 3201 members 
Mstep: Class 12 contains 292026 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 61483 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 6442 members 
Mstep: Class 18 contains 14596 members 
Mstep: Class 19 contains 18065 members 
Mstep: Class 20 contains 5902 members 
Mstep: Class 21 contains 1582 members 
Mstep: Class 22 contains 1867 members 
Mstep: Class 23 contains 3251 members 
Entering Unmasked Estep 
Score: -28332298.000000 Penalty: 14128.584961
Splitting cluster 16 changes total score from -28328474.000000 to -28332298.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 17 (6442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Entering Unmasked Estep 
Score: -225274.187500 Penalty: 399.062042
	Iteration 0F: 2 clusters Score -225274.2 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 3256 members 
Entering Unmasked Estep 
Score: -221103.187500 Penalty: 798.124084
	Iteration 0F: 3 clusters Score -221103.2 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -223535.078125 Penalty: 798.124084
	Iteration 1F: 3 clusters Score -223535.1 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -224178.781250 Penalty: 798.124084
	Iteration 2F: 3 clusters Score -224178.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -224751.000000 Penalty: 798.124084
	Iteration 3F: 3 clusters Score -224751 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -225272.390625 Penalty: 798.124084
	Iteration 4F: 3 clusters Score -225272.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -225649.593750 Penalty: 798.124084
	Iteration 5F: 3 clusters Score -225649.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -225874.796875 Penalty: 798.124084
	Iteration 6Q: 3 clusters Score -225874.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -225958.765625 Penalty: 798.124084
	Iteration 7Q: 3 clusters Score -225958.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -225997.406250 Penalty: 798.124084
	Iteration 8Q: 3 clusters Score -225997.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -226026.000000 Penalty: 798.124084
	Iteration 9Q: 3 clusters Score -226026 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -226056.578125 Penalty: 798.124084
	Iteration 10Q: 3 clusters Score -226056.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -226086.750000 Penalty: 798.124084
	Iteration 11Q: 3 clusters Score -226086.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -226133.968750 Penalty: 798.124084
	Iteration 12Q: 3 clusters Score -226134 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -226196.609375 Penalty: 798.124084
	Iteration 13Q: 3 clusters Score -226196.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -226284.218750 Penalty: 798.124084
	Iteration 14Q: 3 clusters Score -226284.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -226440.500000 Penalty: 798.124084
	Iteration 15Q: 3 clusters Score -226440.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -226557.140625 Penalty: 798.124084
	Iteration 16Q: 3 clusters Score -226557.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -226610.453125 Penalty: 798.124084
	Iteration 17Q: 3 clusters Score -226610.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -226636.562500 Penalty: 798.124084
	Iteration 18Q: 3 clusters Score -226636.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -226647.156250 Penalty: 798.124084
	Iteration 19Q: 3 clusters Score -226647.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -226652.250000 Penalty: 798.124084
	Iteration 20F: 3 clusters Score -226652.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -226655.234375 Penalty: 798.124084
	Iteration 21Q: 3 clusters Score -226655.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -226659.515625 Penalty: 798.124084
	Iteration 22Q: 3 clusters Score -226659.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -226665.515625 Penalty: 798.124084
	Iteration 23Q: 3 clusters Score -226665.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -226671.343750 Penalty: 798.124084
	Iteration 24Q: 3 clusters Score -226671.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -226678.453125 Penalty: 798.124084
	Iteration 25Q: 3 clusters Score -226678.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -226685.125000 Penalty: 798.124084
	Iteration 26Q: 3 clusters Score -226685.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -226691.640625 Penalty: 798.124084
	Iteration 27Q: 3 clusters Score -226691.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -226697.515625 Penalty: 798.124084
	Iteration 28Q: 3 clusters Score -226697.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -226703.296875 Penalty: 798.124084
	Iteration 29Q: 3 clusters Score -226703.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -226707.484375 Penalty: 798.124084
	Iteration 30Q: 3 clusters Score -226707.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -226709.484375 Penalty: 798.124084
	Iteration 31Q: 3 clusters Score -226709.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -226710.750000 Penalty: 798.124084
	Iteration 32Q: 3 clusters Score -226710.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -226710.875000 Penalty: 798.124084
	Iteration 33Q: 3 clusters Score -226710.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -226710.906250 Penalty: 798.124084
	Iteration 34Q: 3 clusters Score -226710.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -226712.265625 Penalty: 798.124084
	Iteration 35Q: 3 clusters Score -226712.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -226714.562500 Penalty: 798.124084
	Iteration 36Q: 3 clusters Score -226714.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -226717.140625 Penalty: 798.124084
	Iteration 37Q: 3 clusters Score -226717.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -226717.859375 Penalty: 798.124084
	Iteration 38Q: 3 clusters Score -226717.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -226719.453125 Penalty: 798.124084
	Iteration 39Q: 3 clusters Score -226719.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -226721.359375 Penalty: 798.124084
	Iteration 40F: 3 clusters Score -226721.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -226723.390625 Penalty: 798.124084
	Iteration 41Q: 3 clusters Score -226723.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -226724.656250 Penalty: 798.124084
	Iteration 42Q: 3 clusters Score -226724.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -226726.953125 Penalty: 798.124084
	Iteration 43Q: 3 clusters Score -226727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -226728.203125 Penalty: 798.124084
	Iteration 44Q: 3 clusters Score -226728.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -226729.218750 Penalty: 798.124084
	Iteration 45Q: 3 clusters Score -226729.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -226730.515625 Penalty: 798.124084
	Iteration 46Q: 3 clusters Score -226730.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -226731.171875 Penalty: 798.124084
	Iteration 47Q: 3 clusters Score -226731.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -226732.125000 Penalty: 798.124084
	Iteration 48Q: 3 clusters Score -226732.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -226733.187500 Penalty: 798.124084
	Iteration 49Q: 3 clusters Score -226733.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -226734.968750 Penalty: 798.124084
	Iteration 50Q: 3 clusters Score -226735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -226736.140625 Penalty: 798.124084
	Iteration 51Q: 3 clusters Score -226736.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -226737.781250 Penalty: 798.124084
	Iteration 52Q: 3 clusters Score -226737.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -226740.078125 Penalty: 798.124084
	Iteration 53Q: 3 clusters Score -226740.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -226743.796875 Penalty: 798.124084
	Iteration 54Q: 3 clusters Score -226743.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -226746.328125 Penalty: 798.124084
	Iteration 55Q: 3 clusters Score -226746.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -226749.531250 Penalty: 798.124084
	Iteration 56Q: 3 clusters Score -226749.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -226754.328125 Penalty: 798.124084
	Iteration 57Q: 3 clusters Score -226754.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -226761.703125 Penalty: 798.124084
	Iteration 58Q: 3 clusters Score -226761.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -226773.718750 Penalty: 798.124084
	Iteration 59Q: 3 clusters Score -226773.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -226789.921875 Penalty: 798.124084
	Iteration 60F: 3 clusters Score -226789.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -226802.765625 Penalty: 798.124084
	Iteration 61Q: 3 clusters Score -226802.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -226812.765625 Penalty: 798.124084
	Iteration 62Q: 3 clusters Score -226812.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -226822.234375 Penalty: 798.124084
	Iteration 63Q: 3 clusters Score -226822.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -226827.781250 Penalty: 798.124084
	Iteration 64Q: 3 clusters Score -226827.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -226830.218750 Penalty: 798.124084
	Iteration 65Q: 3 clusters Score -226830.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -226833.125000 Penalty: 798.124084
	Iteration 66Q: 3 clusters Score -226833.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -226836.687500 Penalty: 798.124084
	Iteration 67Q: 3 clusters Score -226836.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -226837.406250 Penalty: 798.124084
	Iteration 68Q: 3 clusters Score -226837.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -226838.359375 Penalty: 798.124084
	Iteration 69Q: 3 clusters Score -226838.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -226838.218750 Penalty: 798.124084
	Iteration 70Q: 3 clusters Score -226838.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -226838.796875 Penalty: 798.124084
	Iteration 71Q: 3 clusters Score -226838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -226839.375000 Penalty: 798.124084
	Iteration 72Q: 3 clusters Score -226839.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -226839.390625 Penalty: 798.124084
	Iteration 73Q: 3 clusters Score -226839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -226839.625000 Penalty: 798.124084
	Iteration 74Q: 3 clusters Score -226839.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -226839.625000 Penalty: 798.124084
	Iteration 75F: 3 clusters Score -226839.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2373 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 228278 members 
Mstep: Class 5 contains 6028 members 
Mstep: Class 6 contains 13914 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 26865 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 29794 members 
Mstep: Class 11 contains 3201 members 
Mstep: Class 12 contains 292026 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 61483 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 14596 members 
Mstep: Class 19 contains 18065 members 
Mstep: Class 20 contains 5902 members 
Mstep: Class 21 contains 1582 members 
Mstep: Class 22 contains 1867 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3757 members 
Entering Unmasked Estep 
Score: -28333596.000000 Penalty: 14742.872070
Splitting cluster 17 changes total score from -28328474.000000 to -28333596.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (14596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Entering Unmasked Estep 
Score: -560860.500000 Penalty: 436.276886
	Iteration 0F: 2 clusters Score -560860.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -551234.500000 Penalty: 872.553772
	Iteration 0F: 3 clusters Score -551234.5 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -555580.937500 Penalty: 872.553772
	Iteration 1F: 3 clusters Score -555580.9 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -556498.687500 Penalty: 872.553772
	Iteration 2F: 3 clusters Score -556498.7 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -557494.375000 Penalty: 872.553772
	Iteration 3F: 3 clusters Score -557494.4 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -558219.062500 Penalty: 872.553772
	Iteration 4F: 3 clusters Score -558219.1 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -558723.437500 Penalty: 872.553772
	Iteration 5Q: 3 clusters Score -558723.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -559072.000000 Penalty: 872.553772
	Iteration 6Q: 3 clusters Score -559072 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -559348.125000 Penalty: 872.553772
	Iteration 7Q: 3 clusters Score -559348.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -559578.875000 Penalty: 872.553772
	Iteration 8Q: 3 clusters Score -559578.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -559754.937500 Penalty: 872.553772
	Iteration 9Q: 3 clusters Score -559754.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -559908.187500 Penalty: 872.553772
	Iteration 10Q: 3 clusters Score -559908.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -560029.062500 Penalty: 872.553772
	Iteration 11Q: 3 clusters Score -560029.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -560112.875000 Penalty: 872.553772
	Iteration 12Q: 3 clusters Score -560112.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -560193.812500 Penalty: 872.553772
	Iteration 13Q: 3 clusters Score -560193.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -560232.000000 Penalty: 872.553772
	Iteration 14Q: 3 clusters Score -560232 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -560260.187500 Penalty: 872.553772
	Iteration 15Q: 3 clusters Score -560260.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -560287.625000 Penalty: 872.553772
	Iteration 16Q: 3 clusters Score -560287.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -560311.437500 Penalty: 872.553772
	Iteration 17Q: 3 clusters Score -560311.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -560343.000000 Penalty: 872.553772
	Iteration 18Q: 3 clusters Score -560343 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -560374.250000 Penalty: 872.553772
	Iteration 19Q: 3 clusters Score -560374.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -560410.437500 Penalty: 872.553772
	Iteration 20F: 3 clusters Score -560410.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -560452.500000 Penalty: 872.553772
	Iteration 21Q: 3 clusters Score -560452.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -560490.875000 Penalty: 872.553772
	Iteration 22Q: 3 clusters Score -560490.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -560535.750000 Penalty: 872.553772
	Iteration 23Q: 3 clusters Score -560535.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -560594.437500 Penalty: 872.553772
	Iteration 24Q: 3 clusters Score -560594.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -560654.062500 Penalty: 872.553772
	Iteration 25Q: 3 clusters Score -560654.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -560714.375000 Penalty: 872.553772
	Iteration 26Q: 3 clusters Score -560714.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -560780.562500 Penalty: 872.553772
	Iteration 27Q: 3 clusters Score -560780.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -560834.437500 Penalty: 872.553772
	Iteration 28Q: 3 clusters Score -560834.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -560865.000000 Penalty: 872.553772
	Iteration 29Q: 3 clusters Score -560865 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -560889.500000 Penalty: 872.553772
	Iteration 30Q: 3 clusters Score -560889.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -560907.375000 Penalty: 872.553772
	Iteration 31Q: 3 clusters Score -560907.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -560928.312500 Penalty: 872.553772
	Iteration 32Q: 3 clusters Score -560928.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -560944.437500 Penalty: 872.553772
	Iteration 33Q: 3 clusters Score -560944.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -560957.500000 Penalty: 872.553772
	Iteration 34Q: 3 clusters Score -560957.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -560970.125000 Penalty: 872.553772
	Iteration 35Q: 3 clusters Score -560970.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -560978.937500 Penalty: 872.553772
	Iteration 36Q: 3 clusters Score -560978.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -560990.937500 Penalty: 872.553772
	Iteration 37Q: 3 clusters Score -560990.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -561007.312500 Penalty: 872.553772
	Iteration 38Q: 3 clusters Score -561007.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -561024.187500 Penalty: 872.553772
	Iteration 39Q: 3 clusters Score -561024.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -561046.562500 Penalty: 872.553772
	Iteration 40F: 3 clusters Score -561046.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -561087.437500 Penalty: 872.553772
	Iteration 41Q: 3 clusters Score -561087.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -561138.500000 Penalty: 872.553772
	Iteration 42Q: 3 clusters Score -561138.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -561173.000000 Penalty: 872.553772
	Iteration 43Q: 3 clusters Score -561173 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -561202.875000 Penalty: 872.553772
	Iteration 44Q: 3 clusters Score -561202.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -561220.375000 Penalty: 872.553772
	Iteration 45Q: 3 clusters Score -561220.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -561229.812500 Penalty: 872.553772
	Iteration 46Q: 3 clusters Score -561229.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -561238.687500 Penalty: 872.553772
	Iteration 47Q: 3 clusters Score -561238.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -561241.875000 Penalty: 872.553772
	Iteration 48Q: 3 clusters Score -561241.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -561245.062500 Penalty: 872.553772
	Iteration 49Q: 3 clusters Score -561245.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -561245.312500 Penalty: 872.553772
	Iteration 50Q: 3 clusters Score -561245.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -561244.562500 Penalty: 872.553772
	Iteration 51Q: 3 clusters Score -561244.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -561244.562500 Penalty: 872.553772
	Iteration 52F: 3 clusters Score -561244.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2373 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 228278 members 
Mstep: Class 5 contains 6028 members 
Mstep: Class 6 contains 13914 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 26865 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 29794 members 
Mstep: Class 11 contains 3201 members 
Mstep: Class 12 contains 292026 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 61483 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 19 contains 18065 members 
Mstep: Class 20 contains 5902 members 
Mstep: Class 21 contains 1582 members 
Mstep: Class 22 contains 1867 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3757 members 
Mstep: Class 25 contains 13676 members 
Entering Unmasked Estep 
Score: -28333860.000000 Penalty: 15357.158203
Splitting cluster 18 changes total score from -28328474.000000 to -28333860.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (18065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Entering Unmasked Estep 
Score: -711931.125000 Penalty: 445.978821
	Iteration 0F: 2 clusters Score -711931.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -699960.500000 Penalty: 891.957642
	Iteration 0F: 3 clusters Score -699960.5 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -705835.437500 Penalty: 891.957642
	Iteration 1F: 3 clusters Score -705835.4 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -706485.250000 Penalty: 891.957642
	Iteration 2F: 3 clusters Score -706485.2 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -707153.375000 Penalty: 891.957642
	Iteration 3F: 3 clusters Score -707153.4 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -707749.812500 Penalty: 891.957642
	Iteration 4F: 3 clusters Score -707749.8 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -708323.125000 Penalty: 891.957642
	Iteration 5F: 3 clusters Score -708323.1 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -708947.250000 Penalty: 891.957642
	Iteration 6Q: 3 clusters Score -708947.2 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -709563.687500 Penalty: 891.957642
	Iteration 7Q: 3 clusters Score -709563.7 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -710068.625000 Penalty: 891.957642
	Iteration 8Q: 3 clusters Score -710068.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -710440.937500 Penalty: 891.957642
	Iteration 9Q: 3 clusters Score -710440.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -710692.187500 Penalty: 891.957642
	Iteration 10Q: 3 clusters Score -710692.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -710931.437500 Penalty: 891.957642
	Iteration 11Q: 3 clusters Score -710931.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -711146.250000 Penalty: 891.957642
	Iteration 12Q: 3 clusters Score -711146.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -711292.375000 Penalty: 891.957642
	Iteration 13Q: 3 clusters Score -711292.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -711424.625000 Penalty: 891.957642
	Iteration 14Q: 3 clusters Score -711424.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -711508.375000 Penalty: 891.957642
	Iteration 15Q: 3 clusters Score -711508.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -711568.250000 Penalty: 891.957642
	Iteration 16Q: 3 clusters Score -711568.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -711615.375000 Penalty: 891.957642
	Iteration 17Q: 3 clusters Score -711615.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -711660.000000 Penalty: 891.957642
	Iteration 18Q: 3 clusters Score -711660 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -711697.500000 Penalty: 891.957642
	Iteration 19Q: 3 clusters Score -711697.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -711748.750000 Penalty: 891.957642
	Iteration 20F: 3 clusters Score -711748.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -711807.812500 Penalty: 891.957642
	Iteration 21Q: 3 clusters Score -711807.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -711848.562500 Penalty: 891.957642
	Iteration 22Q: 3 clusters Score -711848.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -711884.937500 Penalty: 891.957642
	Iteration 23Q: 3 clusters Score -711884.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -711935.937500 Penalty: 891.957642
	Iteration 24Q: 3 clusters Score -711935.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -711977.500000 Penalty: 891.957642
	Iteration 25Q: 3 clusters Score -711977.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -712007.187500 Penalty: 891.957642
	Iteration 26Q: 3 clusters Score -712007.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -712026.937500 Penalty: 891.957642
	Iteration 27Q: 3 clusters Score -712026.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -712043.687500 Penalty: 891.957642
	Iteration 28Q: 3 clusters Score -712043.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -712057.250000 Penalty: 891.957642
	Iteration 29Q: 3 clusters Score -712057.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -712066.375000 Penalty: 891.957642
	Iteration 30Q: 3 clusters Score -712066.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -712074.250000 Penalty: 891.957642
	Iteration 31Q: 3 clusters Score -712074.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -712078.187500 Penalty: 891.957642
	Iteration 32Q: 3 clusters Score -712078.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -712080.062500 Penalty: 891.957642
	Iteration 33Q: 3 clusters Score -712080.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -712081.625000 Penalty: 891.957642
	Iteration 34Q: 3 clusters Score -712081.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -712087.062500 Penalty: 891.957642
	Iteration 35Q: 3 clusters Score -712087.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -712087.187500 Penalty: 891.957642
	Iteration 36Q: 3 clusters Score -712087.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -712087.875000 Penalty: 891.957642
	Iteration 37Q: 3 clusters Score -712087.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -712088.812500 Penalty: 891.957642
	Iteration 38Q: 3 clusters Score -712088.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -712089.562500 Penalty: 891.957642
	Iteration 39Q: 3 clusters Score -712089.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -712089.375000 Penalty: 891.957642
	Iteration 40F: 3 clusters Score -712089.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -712090.000000 Penalty: 891.957642
	Iteration 41Q: 3 clusters Score -712090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -712089.375000 Penalty: 891.957642
	Iteration 42Q: 3 clusters Score -712089.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -712089.312500 Penalty: 891.957642
	Iteration 43Q: 3 clusters Score -712089.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -712089.312500 Penalty: 891.957642
	Iteration 44F: 3 clusters Score -712089.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2373 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 228278 members 
Mstep: Class 5 contains 6028 members 
Mstep: Class 6 contains 13914 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 26865 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 29794 members 
Mstep: Class 11 contains 3201 members 
Mstep: Class 12 contains 292026 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 61483 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 19 contains 16864 members 
Mstep: Class 20 contains 5902 members 
Mstep: Class 21 contains 1582 members 
Mstep: Class 22 contains 1867 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3757 members 
Mstep: Class 25 contains 13676 members 
Mstep: Class 26 contains 1201 members 
Entering Unmasked Estep 
Score: -28333868.000000 Penalty: 15971.444336
Splitting cluster 19 changes total score from -28328474.000000 to -28333868.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (5902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Entering Unmasked Estep 
Score: -213240.234375 Penalty: 395.078613
	Iteration 0F: 2 clusters Score -213240.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -209327.671875 Penalty: 790.157227
	Iteration 0F: 3 clusters Score -209327.7 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -210962.218750 Penalty: 790.157227
	Iteration 1F: 3 clusters Score -210962.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -211249.640625 Penalty: 790.157227
	Iteration 2F: 3 clusters Score -211249.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -211550.328125 Penalty: 790.157227
	Iteration 3F: 3 clusters Score -211550.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -211811.484375 Penalty: 790.157227
	Iteration 4F: 3 clusters Score -211811.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -212064.656250 Penalty: 790.157227
	Iteration 5F: 3 clusters Score -212064.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -212294.890625 Penalty: 790.157227
	Iteration 6F: 3 clusters Score -212294.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -212488.609375 Penalty: 790.157227
	Iteration 7F: 3 clusters Score -212488.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -212613.140625 Penalty: 790.157227
	Iteration 8Q: 3 clusters Score -212613.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -212686.843750 Penalty: 790.157227
	Iteration 9Q: 3 clusters Score -212686.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -212744.140625 Penalty: 790.157227
	Iteration 10Q: 3 clusters Score -212744.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -212810.765625 Penalty: 790.157227
	Iteration 11Q: 3 clusters Score -212810.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -212878.640625 Penalty: 790.157227
	Iteration 12Q: 3 clusters Score -212878.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -212967.328125 Penalty: 790.157227
	Iteration 13Q: 3 clusters Score -212967.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -213059.453125 Penalty: 790.157227
	Iteration 14Q: 3 clusters Score -213059.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -213141.890625 Penalty: 790.157227
	Iteration 15Q: 3 clusters Score -213141.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -213201.625000 Penalty: 790.157227
	Iteration 16Q: 3 clusters Score -213201.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -213241.421875 Penalty: 790.157227
	Iteration 17Q: 3 clusters Score -213241.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -213266.078125 Penalty: 790.157227
	Iteration 18Q: 3 clusters Score -213266.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -213293.843750 Penalty: 790.157227
	Iteration 19Q: 3 clusters Score -213293.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -213318.796875 Penalty: 790.157227
	Iteration 20F: 3 clusters Score -213318.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -213338.187500 Penalty: 790.157227
	Iteration 21Q: 3 clusters Score -213338.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -213356.859375 Penalty: 790.157227
	Iteration 22Q: 3 clusters Score -213356.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -213372.015625 Penalty: 790.157227
	Iteration 23Q: 3 clusters Score -213372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -213382.281250 Penalty: 790.157227
	Iteration 24Q: 3 clusters Score -213382.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -213387.734375 Penalty: 790.157227
	Iteration 25Q: 3 clusters Score -213387.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -213391.140625 Penalty: 790.157227
	Iteration 26Q: 3 clusters Score -213391.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -213393.312500 Penalty: 790.157227
	Iteration 27Q: 3 clusters Score -213393.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -213394.234375 Penalty: 790.157227
	Iteration 28Q: 3 clusters Score -213394.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -213394.546875 Penalty: 790.157227
	Iteration 29Q: 3 clusters Score -213394.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -213394.343750 Penalty: 790.157227
	Iteration 30Q: 3 clusters Score -213394.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -213394.343750 Penalty: 790.157227
	Iteration 31F: 3 clusters Score -213394.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2373 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 228278 members 
Mstep: Class 5 contains 6028 members 
Mstep: Class 6 contains 13914 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 26865 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 29794 members 
Mstep: Class 11 contains 3201 members 
Mstep: Class 12 contains 292026 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 61483 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 19 contains 16864 members 
Mstep: Class 20 contains 3042 members 
Mstep: Class 21 contains 1582 members 
Mstep: Class 22 contains 1867 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3757 members 
Mstep: Class 25 contains 13676 members 
Mstep: Class 26 contains 1201 members 
Mstep: Class 27 contains 2860 members 
Entering Unmasked Estep 
Score: -28333786.000000 Penalty: 16585.730469
Splitting cluster 20 changes total score from -28328474.000000 to -28333786.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2373 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 228278 members 
Mstep: Class 5 contains 6028 members 
Mstep: Class 6 contains 13914 members 
Mstep: Class 8 contains 26865 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 29794 members 
Mstep: Class 11 contains 3201 members 
Mstep: Class 12 contains 292026 members 
Mstep: Class 14 contains 61483 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 19 contains 16864 members 
Mstep: Class 20 contains 3042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28336440.000000 Penalty: 16585.730469
Iteration 39Q: 28 clusters Score -2.833644e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2372 members 
Mstep: Class 3 contains 449 members 
Mstep: Class 4 contains 228097 members 
Mstep: Class 5 contains 6062 members 
Mstep: Class 6 contains 13973 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 26896 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 29782 members 
Mstep: Class 11 contains 3215 members 
Mstep: Class 12 contains 291191 members 
Mstep: Class 13 contains 3199 members 
Mstep: Class 14 contains 61428 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 1814 members 
Mstep: Class 17 contains 3624 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 17360 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1860 members 
Mstep: Class 23 contains 3249 members 
Mstep: Class 24 contains 3363 members 
Mstep: Class 25 contains 13515 members 
Mstep: Class 26 contains 1176 members 
Mstep: Class 27 contains 2744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28338652.000000 Penalty: 16585.730469
Iteration 40F: 28 clusters Score -2.833865e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 461 members 
Mstep: Class 4 contains 227728 members 
Mstep: Class 5 contains 6074 members 
Mstep: Class 6 contains 13932 members 
Mstep: Class 7 contains 2643 members 
Mstep: Class 8 contains 26868 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 29785 members 
Mstep: Class 11 contains 3224 members 
Mstep: Class 12 contains 290229 members 
Mstep: Class 13 contains 3208 members 
Mstep: Class 14 contains 61308 members 
Mstep: Class 15 contains 1149 members 
Mstep: Class 16 contains 1814 members 
Mstep: Class 17 contains 4227 members 
Mstep: Class 18 contains 1433 members 
Mstep: Class 19 contains 17632 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 1672 members 
Mstep: Class 22 contains 1883 members 
Mstep: Class 23 contains 3245 members 
Mstep: Class 24 contains 3339 members 
Mstep: Class 25 contains 13527 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28339644.000000 Penalty: 16585.730469
Iteration 41Q: 28 clusters Score -2.833964e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2294 members 
Mstep: Class 3 contains 477 members 
Mstep: Class 4 contains 227411 members 
Mstep: Class 5 contains 6087 members 
Mstep: Class 6 contains 13895 members 
Mstep: Class 7 contains 2710 members 
Mstep: Class 8 contains 26866 members 
Mstep: Class 9 contains 421 members 
Mstep: Class 10 contains 29811 members 
Mstep: Class 11 contains 3226 members 
Mstep: Class 12 contains 289502 members 
Mstep: Class 13 contains 3216 members 
Mstep: Class 14 contains 61219 members 
Mstep: Class 15 contains 1057 members 
Mstep: Class 16 contains 1812 members 
Mstep: Class 17 contains 4645 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 19 contains 17836 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 1739 members 
Mstep: Class 22 contains 1893 members 
Mstep: Class 23 contains 3241 members 
Mstep: Class 24 contains 3300 members 
Mstep: Class 25 contains 13564 members 
Mstep: Class 26 contains 1250 members 
Mstep: Class 27 contains 3276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28340330.000000 Penalty: 16585.730469
Iteration 42Q: 28 clusters Score -2.834033e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2275 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 227170 members 
Mstep: Class 5 contains 6100 members 
Mstep: Class 6 contains 13863 members 
Mstep: Class 7 contains 2752 members 
Mstep: Class 8 contains 26865 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 29872 members 
Mstep: Class 11 contains 3228 members 
Mstep: Class 12 contains 288898 members 
Mstep: Class 13 contains 3225 members 
Mstep: Class 14 contains 61159 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 1800 members 
Mstep: Class 17 contains 4998 members 
Mstep: Class 18 contains 1762 members 
Mstep: Class 19 contains 18012 members 
Mstep: Class 20 contains 2968 members 
Mstep: Class 21 contains 1789 members 
Mstep: Class 22 contains 1895 members 
Mstep: Class 23 contains 3247 members 
Mstep: Class 24 contains 3269 members 
Mstep: Class 25 contains 13572 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 3467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28340728.000000 Penalty: 16585.730469
Iteration 43Q: 28 clusters Score -2.834073e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2268 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 226978 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13834 members 
Mstep: Class 7 contains 2781 members 
Mstep: Class 8 contains 26849 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 29923 members 
Mstep: Class 11 contains 3223 members 
Mstep: Class 12 contains 288405 members 
Mstep: Class 13 contains 3242 members 
Mstep: Class 14 contains 61121 members 
Mstep: Class 15 contains 888 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 5266 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 18151 members 
Mstep: Class 20 contains 2938 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 1905 members 
Mstep: Class 23 contains 3249 members 
Mstep: Class 24 contains 3232 members 
Mstep: Class 25 contains 13581 members 
Mstep: Class 26 contains 1297 members 
Mstep: Class 27 contains 3648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28340908.000000 Penalty: 16585.730469
Iteration 44Q: 28 clusters Score -2.834091e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 226827 members 
Mstep: Class 5 contains 6127 members 
Mstep: Class 6 contains 13825 members 
Mstep: Class 7 contains 2785 members 
Mstep: Class 8 contains 26832 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 10 contains 29965 members 
Mstep: Class 11 contains 3226 members 
Mstep: Class 12 contains 287999 members 
Mstep: Class 13 contains 3265 members 
Mstep: Class 14 contains 61065 members 
Mstep: Class 15 contains 829 members 
Mstep: Class 16 contains 1772 members 
Mstep: Class 17 contains 5458 members 
Mstep: Class 18 contains 2032 members 
Mstep: Class 19 contains 18278 members 
Mstep: Class 20 contains 2927 members 
Mstep: Class 21 contains 1861 members 
Mstep: Class 22 contains 1916 members 
Mstep: Class 23 contains 3248 members 
Mstep: Class 24 contains 3207 members 
Mstep: Class 25 contains 13584 members 
Mstep: Class 26 contains 1321 members 
Mstep: Class 27 contains 3794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28341266.000000 Penalty: 16585.730469
Iteration 45Q: 28 clusters Score -2.834127e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 4 contains 226672 members 
Mstep: Class 5 contains 6134 members 
Mstep: Class 6 contains 13813 members 
Mstep: Class 7 contains 2793 members 
Mstep: Class 8 contains 26831 members 
Mstep: Class 9 contains 464 members 
Mstep: Class 10 contains 29999 members 
Mstep: Class 11 contains 3231 members 
Mstep: Class 12 contains 287668 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 14 contains 61027 members 
Mstep: Class 15 contains 776 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 5607 members 
Mstep: Class 18 contains 2159 members 
Mstep: Class 19 contains 18405 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 1877 members 
Mstep: Class 22 contains 1930 members 
Mstep: Class 23 contains 3247 members 
Mstep: Class 24 contains 3175 members 
Mstep: Class 25 contains 13592 members 
Mstep: Class 26 contains 1341 members 
Mstep: Class 27 contains 3903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28341536.000000 Penalty: 16585.730469
Iteration 46Q: 28 clusters Score -2.834154e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 226564 members 
Mstep: Class 5 contains 6146 members 
Mstep: Class 6 contains 13797 members 
Mstep: Class 7 contains 2796 members 
Mstep: Class 8 contains 26829 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 30043 members 
Mstep: Class 11 contains 3235 members 
Mstep: Class 12 contains 287364 members 
Mstep: Class 13 contains 3303 members 
Mstep: Class 14 contains 61004 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 5721 members 
Mstep: Class 18 contains 2259 members 
Mstep: Class 19 contains 18524 members 
Mstep: Class 20 contains 2902 members 
Mstep: Class 21 contains 1888 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 3247 members 
Mstep: Class 24 contains 3153 members 
Mstep: Class 25 contains 13590 members 
Mstep: Class 26 contains 1360 members 
Mstep: Class 27 contains 4001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28341674.000000 Penalty: 16585.730469
Iteration 47Q: 28 clusters Score -2.834167e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 450 members 
Mstep: Class 4 contains 226486 members 
Mstep: Class 5 contains 6149 members 
Mstep: Class 6 contains 13787 members 
Mstep: Class 7 contains 2800 members 
Mstep: Class 8 contains 26812 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 30071 members 
Mstep: Class 11 contains 3238 members 
Mstep: Class 12 contains 287113 members 
Mstep: Class 13 contains 3321 members 
Mstep: Class 14 contains 60974 members 
Mstep: Class 15 contains 662 members 
Mstep: Class 16 contains 1751 members 
Mstep: Class 17 contains 5813 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 18622 members 
Mstep: Class 20 contains 2898 members 
Mstep: Class 21 contains 1896 members 
Mstep: Class 22 contains 1967 members 
Mstep: Class 23 contains 3248 members 
Mstep: Class 24 contains 3141 members 
Mstep: Class 25 contains 13581 members 
Mstep: Class 26 contains 1375 members 
Mstep: Class 27 contains 4081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28341670.000000 Penalty: 16585.730469
Iteration 48Q: 28 clusters Score -2.834167e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 226411 members 
Mstep: Class 5 contains 6154 members 
Mstep: Class 6 contains 13777 members 
Mstep: Class 7 contains 2803 members 
Mstep: Class 8 contains 26799 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 30097 members 
Mstep: Class 11 contains 3239 members 
Mstep: Class 12 contains 286895 members 
Mstep: Class 13 contains 3339 members 
Mstep: Class 14 contains 60940 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 1748 members 
Mstep: Class 17 contains 5885 members 
Mstep: Class 18 contains 2439 members 
Mstep: Class 19 contains 18726 members 
Mstep: Class 20 contains 2888 members 
Mstep: Class 21 contains 1903 members 
Mstep: Class 22 contains 1983 members 
Mstep: Class 23 contains 3248 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 13576 members 
Mstep: Class 26 contains 1385 members 
Mstep: Class 27 contains 4148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28341874.000000 Penalty: 16585.730469
Iteration 49Q: 28 clusters Score -2.834187e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2259 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 226346 members 
Mstep: Class 5 contains 6162 members 
Mstep: Class 6 contains 13767 members 
Mstep: Class 7 contains 2799 members 
Mstep: Class 8 contains 26792 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 30128 members 
Mstep: Class 11 contains 3240 members 
Mstep: Class 12 contains 286685 members 
Mstep: Class 13 contains 3349 members 
Mstep: Class 14 contains 60897 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 5949 members 
Mstep: Class 18 contains 2513 members 
Mstep: Class 19 contains 18828 members 
Mstep: Class 20 contains 2877 members 
Mstep: Class 21 contains 1909 members 
Mstep: Class 22 contains 1996 members 
Mstep: Class 23 contains 3247 members 
Mstep: Class 24 contains 3127 members 
Mstep: Class 25 contains 13580 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 4207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28341924.000000 Penalty: 16585.730469
Iteration 50Q: 28 clusters Score -2.834192e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2259 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 226278 members 
Mstep: Class 5 contains 6167 members 
Mstep: Class 6 contains 13761 members 
Mstep: Class 7 contains 2792 members 
Mstep: Class 8 contains 26789 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 30152 members 
Mstep: Class 11 contains 3245 members 
Mstep: Class 12 contains 286512 members 
Mstep: Class 13 contains 3359 members 
Mstep: Class 14 contains 60871 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 1748 members 
Mstep: Class 17 contains 6009 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 18908 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 1914 members 
Mstep: Class 22 contains 2008 members 
Mstep: Class 23 contains 3247 members 
Mstep: Class 24 contains 3113 members 
Mstep: Class 25 contains 13584 members 
Mstep: Class 26 contains 1438 members 
Mstep: Class 27 contains 4254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342040.000000 Penalty: 16585.730469
Iteration 51Q: 28 clusters Score -2.834204e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 226212 members 
Mstep: Class 5 contains 6176 members 
Mstep: Class 6 contains 13760 members 
Mstep: Class 7 contains 2787 members 
Mstep: Class 8 contains 26782 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 30168 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 286355 members 
Mstep: Class 13 contains 3365 members 
Mstep: Class 14 contains 60843 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 1748 members 
Mstep: Class 17 contains 6065 members 
Mstep: Class 18 contains 2622 members 
Mstep: Class 19 contains 18981 members 
Mstep: Class 20 contains 2835 members 
Mstep: Class 21 contains 1919 members 
Mstep: Class 22 contains 2017 members 
Mstep: Class 23 contains 3247 members 
Mstep: Class 24 contains 3108 members 
Mstep: Class 25 contains 13592 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342150.000000 Penalty: 16585.730469
Iteration 52Q: 28 clusters Score -2.834215e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 226144 members 
Mstep: Class 5 contains 6184 members 
Mstep: Class 6 contains 13755 members 
Mstep: Class 7 contains 2784 members 
Mstep: Class 8 contains 26776 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 30181 members 
Mstep: Class 11 contains 3256 members 
Mstep: Class 12 contains 286208 members 
Mstep: Class 13 contains 3371 members 
Mstep: Class 14 contains 60798 members 
Mstep: Class 15 contains 513 members 
Mstep: Class 16 contains 1748 members 
Mstep: Class 17 contains 6114 members 
Mstep: Class 18 contains 2673 members 
Mstep: Class 19 contains 19055 members 
Mstep: Class 20 contains 2833 members 
Mstep: Class 21 contains 1923 members 
Mstep: Class 22 contains 2024 members 
Mstep: Class 23 contains 3247 members 
Mstep: Class 24 contains 3099 members 
Mstep: Class 25 contains 13600 members 
Mstep: Class 26 contains 1474 members 
Mstep: Class 27 contains 4365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342252.000000 Penalty: 16585.730469
Iteration 53Q: 28 clusters Score -2.834225e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 226089 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 13755 members 
Mstep: Class 7 contains 2783 members 
Mstep: Class 8 contains 26777 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 30189 members 
Mstep: Class 11 contains 3257 members 
Mstep: Class 12 contains 286068 members 
Mstep: Class 13 contains 3378 members 
Mstep: Class 14 contains 60746 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 1747 members 
Mstep: Class 17 contains 6159 members 
Mstep: Class 18 contains 2730 members 
Mstep: Class 19 contains 19126 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 2029 members 
Mstep: Class 23 contains 3247 members 
Mstep: Class 24 contains 3089 members 
Mstep: Class 25 contains 13621 members 
Mstep: Class 26 contains 1488 members 
Mstep: Class 27 contains 4399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342216.000000 Penalty: 16585.730469
Iteration 54Q: 28 clusters Score -2.834222e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 226053 members 
Mstep: Class 5 contains 6186 members 
Mstep: Class 6 contains 13752 members 
Mstep: Class 7 contains 2779 members 
Mstep: Class 8 contains 26780 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 30199 members 
Mstep: Class 11 contains 3259 members 
Mstep: Class 12 contains 285955 members 
Mstep: Class 13 contains 3385 members 
Mstep: Class 14 contains 60677 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1747 members 
Mstep: Class 17 contains 6201 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 19182 members 
Mstep: Class 20 contains 2837 members 
Mstep: Class 21 contains 1941 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 3247 members 
Mstep: Class 24 contains 3091 members 
Mstep: Class 25 contains 13639 members 
Mstep: Class 26 contains 1505 members 
Mstep: Class 27 contains 4429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342424.000000 Penalty: 16585.730469
Iteration 55Q: 28 clusters Score -2.834242e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 226025 members 
Mstep: Class 5 contains 6179 members 
Mstep: Class 6 contains 13749 members 
Mstep: Class 7 contains 2776 members 
Mstep: Class 8 contains 26784 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 30220 members 
Mstep: Class 11 contains 3260 members 
Mstep: Class 12 contains 285872 members 
Mstep: Class 13 contains 3388 members 
Mstep: Class 14 contains 60604 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 1746 members 
Mstep: Class 17 contains 6231 members 
Mstep: Class 18 contains 2792 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 2867 members 
Mstep: Class 21 contains 1946 members 
Mstep: Class 22 contains 2035 members 
Mstep: Class 23 contains 3247 members 
Mstep: Class 24 contains 3092 members 
Mstep: Class 25 contains 13652 members 
Mstep: Class 26 contains 1520 members 
Mstep: Class 27 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342602.000000 Penalty: 16585.730469
Iteration 56Q: 28 clusters Score -2.83426e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 226012 members 
Mstep: Class 5 contains 6176 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 2776 members 
Mstep: Class 8 contains 26799 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 30228 members 
Mstep: Class 11 contains 3263 members 
Mstep: Class 12 contains 285794 members 
Mstep: Class 13 contains 3393 members 
Mstep: Class 14 contains 60501 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 1747 members 
Mstep: Class 17 contains 6249 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 2934 members 
Mstep: Class 21 contains 1955 members 
Mstep: Class 22 contains 2036 members 
Mstep: Class 23 contains 3246 members 
Mstep: Class 24 contains 3092 members 
Mstep: Class 25 contains 13661 members 
Mstep: Class 26 contains 1531 members 
Mstep: Class 27 contains 4471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342792.000000 Penalty: 16585.730469
Iteration 57Q: 28 clusters Score -2.834279e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 225992 members 
Mstep: Class 5 contains 6172 members 
Mstep: Class 6 contains 13743 members 
Mstep: Class 7 contains 2776 members 
Mstep: Class 8 contains 26807 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 30233 members 
Mstep: Class 11 contains 3267 members 
Mstep: Class 12 contains 285714 members 
Mstep: Class 13 contains 3399 members 
Mstep: Class 14 contains 60407 members 
Mstep: Class 15 contains 450 members 
Mstep: Class 16 contains 1748 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2855 members 
Mstep: Class 19 contains 19231 members 
Mstep: Class 20 contains 3027 members 
Mstep: Class 21 contains 1968 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3245 members 
Mstep: Class 24 contains 3081 members 
Mstep: Class 25 contains 13668 members 
Mstep: Class 26 contains 1539 members 
Mstep: Class 27 contains 4482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342852.000000 Penalty: 16585.730469
Iteration 58Q: 28 clusters Score -2.834285e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 225978 members 
Mstep: Class 5 contains 6163 members 
Mstep: Class 6 contains 13741 members 
Mstep: Class 7 contains 2777 members 
Mstep: Class 8 contains 26806 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 30239 members 
Mstep: Class 11 contains 3267 members 
Mstep: Class 12 contains 285653 members 
Mstep: Class 13 contains 3401 members 
Mstep: Class 14 contains 60327 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 1747 members 
Mstep: Class 17 contains 6292 members 
Mstep: Class 18 contains 2873 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 1980 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3245 members 
Mstep: Class 24 contains 3079 members 
Mstep: Class 25 contains 13686 members 
Mstep: Class 26 contains 1547 members 
Mstep: Class 27 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343022.000000 Penalty: 16585.730469
Iteration 59Q: 28 clusters Score -2.834302e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 225956 members 
Mstep: Class 5 contains 6159 members 
Mstep: Class 6 contains 13741 members 
Mstep: Class 7 contains 2779 members 
Mstep: Class 8 contains 26802 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 30244 members 
Mstep: Class 11 contains 3268 members 
Mstep: Class 12 contains 285592 members 
Mstep: Class 13 contains 3401 members 
Mstep: Class 14 contains 60268 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 1748 members 
Mstep: Class 17 contains 6303 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 19215 members 
Mstep: Class 20 contains 3192 members 
Mstep: Class 21 contains 1991 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3244 members 
Mstep: Class 24 contains 3081 members 
Mstep: Class 25 contains 13687 members 
Mstep: Class 26 contains 1555 members 
Mstep: Class 27 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343192.000000 Penalty: 16585.730469
Iteration 60F: 28 clusters Score -2.834319e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2251 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 225934 members 
Mstep: Class 5 contains 6140 members 
Mstep: Class 6 contains 13741 members 
Mstep: Class 7 contains 2769 members 
Mstep: Class 8 contains 26790 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 30246 members 
Mstep: Class 11 contains 3272 members 
Mstep: Class 12 contains 285480 members 
Mstep: Class 13 contains 3401 members 
Mstep: Class 14 contains 60195 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1747 members 
Mstep: Class 17 contains 6310 members 
Mstep: Class 18 contains 2984 members 
Mstep: Class 19 contains 19211 members 
Mstep: Class 20 contains 3277 members 
Mstep: Class 21 contains 1997 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3244 members 
Mstep: Class 24 contains 3086 members 
Mstep: Class 25 contains 13684 members 
Mstep: Class 26 contains 1569 members 
Mstep: Class 27 contains 4533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343368.000000 Penalty: 16585.730469
Iteration 61Q: 28 clusters Score -2.834337e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2235 members 
Mstep: Class 3 contains 462 members 
Mstep: Class 4 contains 225934 members 
Mstep: Class 5 contains 6115 members 
Mstep: Class 6 contains 13738 members 
Mstep: Class 7 contains 2769 members 
Mstep: Class 8 contains 26782 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 30246 members 
Mstep: Class 11 contains 3275 members 
Mstep: Class 12 contains 285350 members 
Mstep: Class 13 contains 3404 members 
Mstep: Class 14 contains 60102 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1748 members 
Mstep: Class 17 contains 6322 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 19223 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3244 members 
Mstep: Class 24 contains 3086 members 
Mstep: Class 25 contains 13678 members 
Mstep: Class 26 contains 1582 members 
Mstep: Class 27 contains 4538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343412.000000 Penalty: 16585.730469
Iteration 62Q: 28 clusters Score -2.834341e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2219 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 225948 members 
Mstep: Class 5 contains 6094 members 
Mstep: Class 6 contains 13734 members 
Mstep: Class 7 contains 2764 members 
Mstep: Class 8 contains 26778 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 30250 members 
Mstep: Class 11 contains 3281 members 
Mstep: Class 12 contains 285218 members 
Mstep: Class 13 contains 3406 members 
Mstep: Class 14 contains 60020 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 19250 members 
Mstep: Class 20 contains 3451 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3243 members 
Mstep: Class 24 contains 3083 members 
Mstep: Class 25 contains 13673 members 
Mstep: Class 26 contains 1587 members 
Mstep: Class 27 contains 4532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343568.000000 Penalty: 16585.730469
Iteration 63Q: 28 clusters Score -2.834357e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2205 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 225941 members 
Mstep: Class 5 contains 6076 members 
Mstep: Class 6 contains 13728 members 
Mstep: Class 7 contains 2766 members 
Mstep: Class 8 contains 26773 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 30252 members 
Mstep: Class 11 contains 3282 members 
Mstep: Class 12 contains 285100 members 
Mstep: Class 13 contains 3409 members 
Mstep: Class 14 contains 59923 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1750 members 
Mstep: Class 17 contains 6347 members 
Mstep: Class 18 contains 3308 members 
Mstep: Class 19 contains 19264 members 
Mstep: Class 20 contains 3547 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3242 members 
Mstep: Class 24 contains 3081 members 
Mstep: Class 25 contains 13673 members 
Mstep: Class 26 contains 1599 members 
Mstep: Class 27 contains 4530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343652.000000 Penalty: 16585.730469
Iteration 64Q: 28 clusters Score -2.834365e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2200 members 
Mstep: Class 3 contains 501 members 
Mstep: Class 4 contains 225940 members 
Mstep: Class 5 contains 6070 members 
Mstep: Class 6 contains 13727 members 
Mstep: Class 7 contains 2762 members 
Mstep: Class 8 contains 26760 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 30257 members 
Mstep: Class 11 contains 3283 members 
Mstep: Class 12 contains 284970 members 
Mstep: Class 13 contains 3415 members 
Mstep: Class 14 contains 59841 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 1750 members 
Mstep: Class 17 contains 6361 members 
Mstep: Class 18 contains 3385 members 
Mstep: Class 19 contains 19288 members 
Mstep: Class 20 contains 3632 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3242 members 
Mstep: Class 24 contains 3079 members 
Mstep: Class 25 contains 13684 members 
Mstep: Class 26 contains 1609 members 
Mstep: Class 27 contains 4530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343776.000000 Penalty: 16585.730469
Iteration 65Q: 28 clusters Score -2.834378e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2193 members 
Mstep: Class 3 contains 502 members 
Mstep: Class 4 contains 225949 members 
Mstep: Class 5 contains 6053 members 
Mstep: Class 6 contains 13724 members 
Mstep: Class 7 contains 2763 members 
Mstep: Class 8 contains 26753 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 30257 members 
Mstep: Class 11 contains 3283 members 
Mstep: Class 12 contains 284857 members 
Mstep: Class 13 contains 3424 members 
Mstep: Class 14 contains 59763 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 1750 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 19307 members 
Mstep: Class 20 contains 3715 members 
Mstep: Class 21 contains 2003 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3242 members 
Mstep: Class 24 contains 3079 members 
Mstep: Class 25 contains 13698 members 
Mstep: Class 26 contains 1612 members 
Mstep: Class 27 contains 4545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343844.000000 Penalty: 16585.730469
Iteration 66Q: 28 clusters Score -2.834384e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2188 members 
Mstep: Class 3 contains 497 members 
Mstep: Class 4 contains 225972 members 
Mstep: Class 5 contains 6039 members 
Mstep: Class 6 contains 13721 members 
Mstep: Class 7 contains 2767 members 
Mstep: Class 8 contains 26746 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 30255 members 
Mstep: Class 11 contains 3282 members 
Mstep: Class 12 contains 284763 members 
Mstep: Class 13 contains 3433 members 
Mstep: Class 14 contains 59698 members 
Mstep: Class 15 contains 434 members 
Mstep: Class 16 contains 1750 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 3464 members 
Mstep: Class 19 contains 19316 members 
Mstep: Class 20 contains 3787 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3242 members 
Mstep: Class 24 contains 3079 members 
Mstep: Class 25 contains 13703 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 4562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343842.000000 Penalty: 16585.730469
Iteration 67Q: 28 clusters Score -2.834384e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2179 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 226002 members 
Mstep: Class 5 contains 6027 members 
Mstep: Class 6 contains 13723 members 
Mstep: Class 7 contains 2774 members 
Mstep: Class 8 contains 26742 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 30253 members 
Mstep: Class 11 contains 3281 members 
Mstep: Class 12 contains 284679 members 
Mstep: Class 13 contains 3436 members 
Mstep: Class 14 contains 59630 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 1750 members 
Mstep: Class 17 contains 6394 members 
Mstep: Class 18 contains 3485 members 
Mstep: Class 19 contains 19319 members 
Mstep: Class 20 contains 3856 members 
Mstep: Class 21 contains 2010 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3242 members 
Mstep: Class 24 contains 3083 members 
Mstep: Class 25 contains 13713 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 4577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343872.000000 Penalty: 16585.730469
Iteration 68Q: 28 clusters Score -2.834387e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2178 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 226029 members 
Mstep: Class 5 contains 6023 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 2776 members 
Mstep: Class 8 contains 26736 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 30255 members 
Mstep: Class 11 contains 3279 members 
Mstep: Class 12 contains 284604 members 
Mstep: Class 13 contains 3442 members 
Mstep: Class 14 contains 59565 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 1750 members 
Mstep: Class 17 contains 6401 members 
Mstep: Class 18 contains 3491 members 
Mstep: Class 19 contains 19328 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 2010 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3242 members 
Mstep: Class 24 contains 3092 members 
Mstep: Class 25 contains 13718 members 
Mstep: Class 26 contains 1621 members 
Mstep: Class 27 contains 4591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343868.000000 Penalty: 16585.730469
Iteration 69Q: 28 clusters Score -2.834387e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2177 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 226058 members 
Mstep: Class 5 contains 6018 members 
Mstep: Class 6 contains 13719 members 
Mstep: Class 7 contains 2776 members 
Mstep: Class 8 contains 26729 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 30259 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 284548 members 
Mstep: Class 13 contains 3443 members 
Mstep: Class 14 contains 59517 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 6406 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 19335 members 
Mstep: Class 20 contains 3987 members 
Mstep: Class 21 contains 2010 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3242 members 
Mstep: Class 24 contains 3093 members 
Mstep: Class 25 contains 13725 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 4601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343860.000000 Penalty: 16585.730469
Iteration 70Q: 28 clusters Score -2.834386e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2175 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 226075 members 
Mstep: Class 5 contains 6015 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 26717 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 30260 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 284514 members 
Mstep: Class 13 contains 3443 members 
Mstep: Class 14 contains 59486 members 
Mstep: Class 15 contains 428 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 6408 members 
Mstep: Class 18 contains 3491 members 
Mstep: Class 19 contains 19332 members 
Mstep: Class 20 contains 4032 members 
Mstep: Class 21 contains 2009 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3242 members 
Mstep: Class 24 contains 3096 members 
Mstep: Class 25 contains 13726 members 
Mstep: Class 26 contains 1628 members 
Mstep: Class 27 contains 4609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343914.000000 Penalty: 16585.730469
Iteration 71Q: 28 clusters Score -2.834391e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 226096 members 
Mstep: Class 5 contains 6008 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 2780 members 
Mstep: Class 8 contains 26709 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 30261 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 284486 members 
Mstep: Class 13 contains 3443 members 
Mstep: Class 14 contains 59457 members 
Mstep: Class 15 contains 427 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 6412 members 
Mstep: Class 18 contains 3488 members 
Mstep: Class 19 contains 19323 members 
Mstep: Class 20 contains 4071 members 
Mstep: Class 21 contains 2010 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3241 members 
Mstep: Class 24 contains 3097 members 
Mstep: Class 25 contains 13732 members 
Mstep: Class 26 contains 1637 members 
Mstep: Class 27 contains 4613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343916.000000 Penalty: 16585.730469
Iteration 72Q: 28 clusters Score -2.834392e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2171 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 226121 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 2782 members 
Mstep: Class 8 contains 26706 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 30263 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 284453 members 
Mstep: Class 13 contains 3443 members 
Mstep: Class 14 contains 59421 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 6417 members 
Mstep: Class 18 contains 3479 members 
Mstep: Class 19 contains 19325 members 
Mstep: Class 20 contains 4113 members 
Mstep: Class 21 contains 2009 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3240 members 
Mstep: Class 24 contains 3100 members 
Mstep: Class 25 contains 13738 members 
Mstep: Class 26 contains 1643 members 
Mstep: Class 27 contains 4614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343898.000000 Penalty: 16585.730469
Iteration 73Q: 28 clusters Score -2.83439e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2169 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 226138 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 2784 members 
Mstep: Class 8 contains 26704 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 30265 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 284418 members 
Mstep: Class 13 contains 3443 members 
Mstep: Class 14 contains 59389 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 3469 members 
Mstep: Class 19 contains 19332 members 
Mstep: Class 20 contains 4162 members 
Mstep: Class 21 contains 2009 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3240 members 
Mstep: Class 24 contains 3104 members 
Mstep: Class 25 contains 13745 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 4613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343938.000000 Penalty: 16585.730469
Iteration 74Q: 28 clusters Score -2.834394e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 226151 members 
Mstep: Class 5 contains 5981 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 26702 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 30268 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 284398 members 
Mstep: Class 13 contains 3443 members 
Mstep: Class 14 contains 59352 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 19341 members 
Mstep: Class 20 contains 4217 members 
Mstep: Class 21 contains 2011 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3240 members 
Mstep: Class 24 contains 3102 members 
Mstep: Class 25 contains 13750 members 
Mstep: Class 26 contains 1641 members 
Mstep: Class 27 contains 4612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343920.000000 Penalty: 16585.730469
Iteration 75Q: 28 clusters Score -2.834392e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2162 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 226176 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 2789 members 
Mstep: Class 8 contains 26700 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 30270 members 
Mstep: Class 11 contains 3277 members 
Mstep: Class 12 contains 284356 members 
Mstep: Class 13 contains 3443 members 
Mstep: Class 14 contains 59317 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 19344 members 
Mstep: Class 20 contains 4268 members 
Mstep: Class 21 contains 2015 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3240 members 
Mstep: Class 24 contains 3103 members 
Mstep: Class 25 contains 13753 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 4613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343892.000000 Penalty: 16585.730469
Iteration 76Q: 28 clusters Score -2.834389e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2160 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 226196 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 2789 members 
Mstep: Class 8 contains 26700 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 30272 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 284313 members 
Mstep: Class 13 contains 3443 members 
Mstep: Class 14 contains 59285 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 6428 members 
Mstep: Class 18 contains 3461 members 
Mstep: Class 19 contains 19342 members 
Mstep: Class 20 contains 4311 members 
Mstep: Class 21 contains 2017 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3240 members 
Mstep: Class 24 contains 3107 members 
Mstep: Class 25 contains 13754 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 4613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343888.000000 Penalty: 16585.730469
Iteration 77Q: 28 clusters Score -2.834389e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2160 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 226216 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 2789 members 
Mstep: Class 8 contains 26703 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 30274 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 284281 members 
Mstep: Class 13 contains 3443 members 
Mstep: Class 14 contains 59251 members 
Mstep: Class 15 contains 414 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 6429 members 
Mstep: Class 18 contains 3472 members 
Mstep: Class 19 contains 19327 members 
Mstep: Class 20 contains 4353 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3240 members 
Mstep: Class 24 contains 3104 members 
Mstep: Class 25 contains 13758 members 
Mstep: Class 26 contains 1643 members 
Mstep: Class 27 contains 4613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343954.000000 Penalty: 16585.730469
Iteration 78Q: 28 clusters Score -2.834395e+07 nChanged 138
Entering ConstructFrom: 
Score: -28343954.000000 Penalty: 16585.730469
Entering ConstructFrom: 
Trying to split cluster 1 (4722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Entering Unmasked Estep 
Score: -195245.484375 Penalty: 384.929443
	Iteration 0F: 2 clusters Score -195245.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -192016.312500 Penalty: 769.858887
	Iteration 0F: 3 clusters Score -192016.3 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -193246.953125 Penalty: 769.858887
	Iteration 1F: 3 clusters Score -193247 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -193492.031250 Penalty: 769.858887
	Iteration 2F: 3 clusters Score -193492 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -193775.218750 Penalty: 769.858887
	Iteration 3F: 3 clusters Score -193775.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -194022.000000 Penalty: 769.858887
	Iteration 4F: 3 clusters Score -194022 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -194198.250000 Penalty: 769.858887
	Iteration 5F: 3 clusters Score -194198.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -194303.125000 Penalty: 769.858887
	Iteration 6Q: 3 clusters Score -194303.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -194379.859375 Penalty: 769.858887
	Iteration 7Q: 3 clusters Score -194379.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -194432.375000 Penalty: 769.858887
	Iteration 8Q: 3 clusters Score -194432.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -194475.156250 Penalty: 769.858887
	Iteration 9Q: 3 clusters Score -194475.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -194505.234375 Penalty: 769.858887
	Iteration 10Q: 3 clusters Score -194505.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -194528.671875 Penalty: 769.858887
	Iteration 11Q: 3 clusters Score -194528.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -194549.750000 Penalty: 769.858887
	Iteration 12Q: 3 clusters Score -194549.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -194569.437500 Penalty: 769.858887
	Iteration 13Q: 3 clusters Score -194569.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -194587.093750 Penalty: 769.858887
	Iteration 14Q: 3 clusters Score -194587.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -194608.531250 Penalty: 769.858887
	Iteration 15Q: 3 clusters Score -194608.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -194627.671875 Penalty: 769.858887
	Iteration 16Q: 3 clusters Score -194627.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -194650.593750 Penalty: 769.858887
	Iteration 17Q: 3 clusters Score -194650.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -194681.593750 Penalty: 769.858887
	Iteration 18Q: 3 clusters Score -194681.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -194709.453125 Penalty: 769.858887
	Iteration 19Q: 3 clusters Score -194709.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -194735.625000 Penalty: 769.858887
	Iteration 20F: 3 clusters Score -194735.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -194754.890625 Penalty: 769.858887
	Iteration 21Q: 3 clusters Score -194754.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -194777.750000 Penalty: 769.858887
	Iteration 22Q: 3 clusters Score -194777.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -194802.828125 Penalty: 769.858887
	Iteration 23Q: 3 clusters Score -194802.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -194827.859375 Penalty: 769.858887
	Iteration 24Q: 3 clusters Score -194827.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -194855.953125 Penalty: 769.858887
	Iteration 25Q: 3 clusters Score -194856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -194872.937500 Penalty: 769.858887
	Iteration 26Q: 3 clusters Score -194872.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -194891.656250 Penalty: 769.858887
	Iteration 27Q: 3 clusters Score -194891.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -194917.859375 Penalty: 769.858887
	Iteration 28Q: 3 clusters Score -194917.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -194935.156250 Penalty: 769.858887
	Iteration 29Q: 3 clusters Score -194935.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -194948.406250 Penalty: 769.858887
	Iteration 30Q: 3 clusters Score -194948.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -194967.656250 Penalty: 769.858887
	Iteration 31Q: 3 clusters Score -194967.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -194985.796875 Penalty: 769.858887
	Iteration 32Q: 3 clusters Score -194985.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -194990.968750 Penalty: 769.858887
	Iteration 33Q: 3 clusters Score -194991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -194993.718750 Penalty: 769.858887
	Iteration 34Q: 3 clusters Score -194993.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -194996.640625 Penalty: 769.858887
	Iteration 35Q: 3 clusters Score -194996.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -194998.828125 Penalty: 769.858887
	Iteration 36Q: 3 clusters Score -194998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -195000.343750 Penalty: 769.858887
	Iteration 37Q: 3 clusters Score -195000.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -195000.453125 Penalty: 769.858887
	Iteration 38Q: 3 clusters Score -195000.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -195000.750000 Penalty: 769.858887
	Iteration 39Q: 3 clusters Score -195000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -195000.875000 Penalty: 769.858887
	Iteration 40F: 3 clusters Score -195000.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -195001.656250 Penalty: 769.858887
	Iteration 41Q: 3 clusters Score -195001.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -195001.281250 Penalty: 769.858887
	Iteration 42Q: 3 clusters Score -195001.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -195001.593750 Penalty: 769.858887
	Iteration 43Q: 3 clusters Score -195001.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -195001.687500 Penalty: 769.858887
	Iteration 44Q: 3 clusters Score -195001.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -195001.687500 Penalty: 769.858887
	Iteration 45F: 3 clusters Score -195001.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Entering Unmasked Estep 
Score: -73810.281250 Penalty: 349.342804
	Iteration 0F: 2 clusters Score -73810.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -72389.804688 Penalty: 698.685608
	Iteration 0F: 3 clusters Score -72389.8 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -73275.656250 Penalty: 698.685608
	Iteration 1F: 3 clusters Score -73275.66 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -73667.625000 Penalty: 698.685608
	Iteration 2F: 3 clusters Score -73667.62 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -73830.937500 Penalty: 698.685608
	Iteration 3F: 3 clusters Score -73830.94 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -73915.968750 Penalty: 698.685608
	Iteration 4Q: 3 clusters Score -73915.97 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -73953.679688 Penalty: 698.685608
	Iteration 5Q: 3 clusters Score -73953.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -73981.054688 Penalty: 698.685608
	Iteration 6Q: 3 clusters Score -73981.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -74002.031250 Penalty: 698.685608
	Iteration 7Q: 3 clusters Score -74002.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -74027.398438 Penalty: 698.685608
	Iteration 8Q: 3 clusters Score -74027.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -74040.500000 Penalty: 698.685608
	Iteration 9Q: 3 clusters Score -74040.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -74047.757812 Penalty: 698.685608
	Iteration 10Q: 3 clusters Score -74047.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74052.671875 Penalty: 698.685608
	Iteration 11Q: 3 clusters Score -74052.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74056.304688 Penalty: 698.685608
	Iteration 12Q: 3 clusters Score -74056.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74057.015625 Penalty: 698.685608
	Iteration 13Q: 3 clusters Score -74057.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74057.296875 Penalty: 698.685608
	Iteration 14Q: 3 clusters Score -74057.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74057.835938 Penalty: 698.685608
	Iteration 15Q: 3 clusters Score -74057.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74057.976562 Penalty: 698.685608
	Iteration 16Q: 3 clusters Score -74057.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -74058.148438 Penalty: 698.685608
	Iteration 17Q: 3 clusters Score -74058.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -74058.320312 Penalty: 698.685608
	Iteration 18Q: 3 clusters Score -74058.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -74058.531250 Penalty: 698.685608
	Iteration 19Q: 3 clusters Score -74058.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -74058.531250 Penalty: 698.685608
	Iteration 20F: 3 clusters Score -74058.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1849 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 226236 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 2789 members 
Mstep: Class 8 contains 26705 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 30275 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 284244 members 
Mstep: Class 13 contains 3443 members 
Mstep: Class 14 contains 59220 members 
Mstep: Class 15 contains 413 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 6431 members 
Mstep: Class 18 contains 3484 members 
Mstep: Class 19 contains 19311 members 
Mstep: Class 20 contains 4391 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3240 members 
Mstep: Class 24 contains 3104 members 
Mstep: Class 25 contains 13766 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 4614 members 
Mstep: Class 28 contains 311 members 
Entering Unmasked Estep 
Score: -28343932.000000 Penalty: 17200.017578
Splitting cluster 2 changes total score from -28343954.000000 to -28343932.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -16640.097656 Penalty: 282.123169
	Iteration 0F: 2 clusters Score -16640.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16179.867188 Penalty: 564.246338
	Iteration 0F: 3 clusters Score -16179.87 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16314.742188 Penalty: 564.246338
	Iteration 1F: 3 clusters Score -16314.74 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -16337.583984 Penalty: 564.246338
	Iteration 2F: 3 clusters Score -16337.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -16354.016602 Penalty: 564.246338
	Iteration 3Q: 3 clusters Score -16354.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -16375.753906 Penalty: 564.246338
	Iteration 4Q: 3 clusters Score -16375.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16400.626953 Penalty: 564.246338
	Iteration 5Q: 3 clusters Score -16400.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -16418.806641 Penalty: 564.246338
	Iteration 6Q: 3 clusters Score -16418.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -16430.982422 Penalty: 564.246338
	Iteration 7Q: 3 clusters Score -16430.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -16443.679688 Penalty: 564.246338
	Iteration 8Q: 3 clusters Score -16443.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -16446.947266 Penalty: 564.246338
	Iteration 9Q: 3 clusters Score -16446.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -16447.880859 Penalty: 564.246338
	Iteration 10Q: 3 clusters Score -16447.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -16448.310547 Penalty: 564.246338
	Iteration 11Q: 3 clusters Score -16448.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -16448.833984 Penalty: 564.246338
	Iteration 12Q: 3 clusters Score -16448.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -16451.228516 Penalty: 564.246338
	Iteration 13Q: 3 clusters Score -16451.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -16454.158203 Penalty: 564.246338
	Iteration 14Q: 3 clusters Score -16454.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -16457.625000 Penalty: 564.246338
	Iteration 15Q: 3 clusters Score -16457.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -16460.730469 Penalty: 564.246338
	Iteration 16Q: 3 clusters Score -16460.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -16462.406250 Penalty: 564.246338
	Iteration 17Q: 3 clusters Score -16462.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -16464.830078 Penalty: 564.246338
	Iteration 18Q: 3 clusters Score -16464.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -16468.527344 Penalty: 564.246338
	Iteration 19Q: 3 clusters Score -16468.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -16470.275391 Penalty: 564.246338
	Iteration 20F: 3 clusters Score -16470.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -16471.564453 Penalty: 564.246338
	Iteration 21Q: 3 clusters Score -16471.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -16472.837891 Penalty: 564.246338
	Iteration 22Q: 3 clusters Score -16472.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -16473.517578 Penalty: 564.246338
	Iteration 23Q: 3 clusters Score -16473.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -16475.373047 Penalty: 564.246338
	Iteration 24Q: 3 clusters Score -16475.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -16476.658203 Penalty: 564.246338
	Iteration 25Q: 3 clusters Score -16476.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -16476.822266 Penalty: 564.246338
	Iteration 26Q: 3 clusters Score -16476.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -16476.822266 Penalty: 564.246338
	Iteration 27F: 3 clusters Score -16476.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (226236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226236 members 
Entering Unmasked Estep 
Score: -9284051.000000 Penalty: 560.984680
	Iteration 0F: 2 clusters Score -9284051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112476 members 
Mstep: Class 2 contains 113760 members 
Entering Unmasked Estep 
Score: -9130563.000000 Penalty: 1121.969360
	Iteration 0F: 3 clusters Score -9130563 nChanged 111090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89244 members 
Mstep: Class 2 contains 136992 members 
Entering Unmasked Estep 
Score: -9203130.000000 Penalty: 1121.969360
	Iteration 1F: 3 clusters Score -9203130 nChanged 13915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75725 members 
Mstep: Class 2 contains 150511 members 
Entering Unmasked Estep 
Score: -9211774.000000 Penalty: 1121.969360
	Iteration 2F: 3 clusters Score -9211774 nChanged 18775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 169208 members 
Entering Unmasked Estep 
Score: -9226969.000000 Penalty: 1121.969360
	Iteration 3F: 3 clusters Score -9226969 nChanged 21782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 190972 members 
Entering Unmasked Estep 
Score: -9248266.000000 Penalty: 1121.969360
	Iteration 4F: 3 clusters Score -9248266 nChanged 18536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 209508 members 
Entering Unmasked Estep 
Score: -9267495.000000 Penalty: 1121.969360
	Iteration 5F: 3 clusters Score -9267495 nChanged 10427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 219931 members 
Entering Unmasked Estep 
Score: -9277821.000000 Penalty: 1121.969360
	Iteration 6Q: 3 clusters Score -9277821 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 224152 members 
Entering Unmasked Estep 
Score: -9281757.000000 Penalty: 1121.969360
	Iteration 7Q: 3 clusters Score -9281757 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 225515 members 
Entering Unmasked Estep 
Score: -9282994.000000 Penalty: 1121.969360
	Iteration 8Q: 3 clusters Score -9282994 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 225957 members 
Entering Unmasked Estep 
Score: -9283336.000000 Penalty: 1121.969360
	Iteration 9Q: 3 clusters Score -9283336 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 226099 members 
Entering Unmasked Estep 
Score: -9283434.000000 Penalty: 1121.969360
	Iteration 10Q: 3 clusters Score -9283434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 226138 members 
Entering Unmasked Estep 
Score: -9283486.000000 Penalty: 1121.969360
	Iteration 11Q: 3 clusters Score -9283486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 226148 members 
Entering Unmasked Estep 
Score: -9283518.000000 Penalty: 1121.969360
	Iteration 12Q: 3 clusters Score -9283518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 226157 members 
Entering Unmasked Estep 
Score: -9283543.000000 Penalty: 1121.969360
	Iteration 13Q: 3 clusters Score -9283543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 226161 members 
Entering Unmasked Estep 
Score: -9283548.000000 Penalty: 1121.969360
	Iteration 14Q: 3 clusters Score -9283548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 226164 members 
Entering Unmasked Estep 
Score: -9283552.000000 Penalty: 1121.969360
	Iteration 15Q: 3 clusters Score -9283552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 226165 members 
Entering Unmasked Estep 
Score: -9283559.000000 Penalty: 1121.969360
	Iteration 16Q: 3 clusters Score -9283559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 226165 members 
Entering Unmasked Estep 
Score: -9283564.000000 Penalty: 1121.969360
	Iteration 17Q: 3 clusters Score -9283564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 226164 members 
Entering Unmasked Estep 
Score: -9283564.000000 Penalty: 1121.969360
	Iteration 18Q: 3 clusters Score -9283564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 226164 members 
Entering Unmasked Estep 
Score: -9283564.000000 Penalty: 1121.969360
	Iteration 19F: 3 clusters Score -9283564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Entering Unmasked Estep 
Score: -236486.921875 Penalty: 395.599823
	Iteration 0F: 2 clusters Score -236486.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -232542.937500 Penalty: 791.199646
	Iteration 0F: 3 clusters Score -232542.9 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -234451.375000 Penalty: 791.199646
	Iteration 1F: 3 clusters Score -234451.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -234793.171875 Penalty: 791.199646
	Iteration 2F: 3 clusters Score -234793.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -235099.625000 Penalty: 791.199646
	Iteration 3F: 3 clusters Score -235099.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -235374.468750 Penalty: 791.199646
	Iteration 4F: 3 clusters Score -235374.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -235595.203125 Penalty: 791.199646
	Iteration 5F: 3 clusters Score -235595.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -235776.500000 Penalty: 791.199646
	Iteration 6Q: 3 clusters Score -235776.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -235929.281250 Penalty: 791.199646
	Iteration 7Q: 3 clusters Score -235929.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -236033.093750 Penalty: 791.199646
	Iteration 8Q: 3 clusters Score -236033.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -236099.750000 Penalty: 791.199646
	Iteration 9Q: 3 clusters Score -236099.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -236159.203125 Penalty: 791.199646
	Iteration 10Q: 3 clusters Score -236159.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -236207.234375 Penalty: 791.199646
	Iteration 11Q: 3 clusters Score -236207.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -236244.218750 Penalty: 791.199646
	Iteration 12Q: 3 clusters Score -236244.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -236270.296875 Penalty: 791.199646
	Iteration 13Q: 3 clusters Score -236270.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -236291.890625 Penalty: 791.199646
	Iteration 14Q: 3 clusters Score -236291.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -236312.203125 Penalty: 791.199646
	Iteration 15Q: 3 clusters Score -236312.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -236327.671875 Penalty: 791.199646
	Iteration 16Q: 3 clusters Score -236327.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -236336.718750 Penalty: 791.199646
	Iteration 17Q: 3 clusters Score -236336.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -236346.203125 Penalty: 791.199646
	Iteration 18Q: 3 clusters Score -236346.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -236352.000000 Penalty: 791.199646
	Iteration 19Q: 3 clusters Score -236352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -236355.265625 Penalty: 791.199646
	Iteration 20F: 3 clusters Score -236355.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -236356.265625 Penalty: 791.199646
	Iteration 21Q: 3 clusters Score -236356.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -236358.734375 Penalty: 791.199646
	Iteration 22Q: 3 clusters Score -236358.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -236360.671875 Penalty: 791.199646
	Iteration 23Q: 3 clusters Score -236360.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -236364.078125 Penalty: 791.199646
	Iteration 24Q: 3 clusters Score -236364.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -236366.453125 Penalty: 791.199646
	Iteration 25Q: 3 clusters Score -236366.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -236368.625000 Penalty: 791.199646
	Iteration 26Q: 3 clusters Score -236368.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -236371.265625 Penalty: 791.199646
	Iteration 27Q: 3 clusters Score -236371.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -236371.984375 Penalty: 791.199646
	Iteration 28Q: 3 clusters Score -236372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -236373.750000 Penalty: 791.199646
	Iteration 29Q: 3 clusters Score -236373.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -236375.843750 Penalty: 791.199646
	Iteration 30Q: 3 clusters Score -236375.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -236376.234375 Penalty: 791.199646
	Iteration 31Q: 3 clusters Score -236376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -236375.375000 Penalty: 791.199646
	Iteration 32Q: 3 clusters Score -236375.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -236376.031250 Penalty: 791.199646
	Iteration 33Q: 3 clusters Score -236376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -236376.156250 Penalty: 791.199646
	Iteration 34Q: 3 clusters Score -236376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -236376.515625 Penalty: 791.199646
	Iteration 35Q: 3 clusters Score -236376.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -236376.281250 Penalty: 791.199646
	Iteration 36Q: 3 clusters Score -236376.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -236377.734375 Penalty: 791.199646
	Iteration 37Q: 3 clusters Score -236377.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -236377.390625 Penalty: 791.199646
	Iteration 38Q: 3 clusters Score -236377.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -236377.390625 Penalty: 791.199646
	Iteration 39F: 3 clusters Score -236377.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Entering Unmasked Estep 
Score: -523391.968750 Penalty: 433.454132
	Iteration 0F: 2 clusters Score -523392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -514232.625000 Penalty: 866.908264
	Iteration 0F: 3 clusters Score -514232.6 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -518744.500000 Penalty: 866.908264
	Iteration 1F: 3 clusters Score -518744.5 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -519659.625000 Penalty: 866.908264
	Iteration 2F: 3 clusters Score -519659.6 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -520885.781250 Penalty: 866.908264
	Iteration 3F: 3 clusters Score -520885.8 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -522172.031250 Penalty: 866.908264
	Iteration 4F: 3 clusters Score -522172 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -523173.062500 Penalty: 866.908264
	Iteration 5F: 3 clusters Score -523173.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -523738.281250 Penalty: 866.908264
	Iteration 6F: 3 clusters Score -523738.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -524091.937500 Penalty: 866.908264
	Iteration 7Q: 3 clusters Score -524091.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -524336.312500 Penalty: 866.908264
	Iteration 8Q: 3 clusters Score -524336.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -524537.562500 Penalty: 866.908264
	Iteration 9Q: 3 clusters Score -524537.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -524632.937500 Penalty: 866.908264
	Iteration 10Q: 3 clusters Score -524632.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -524672.000000 Penalty: 866.908264
	Iteration 11Q: 3 clusters Score -524672 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -524691.437500 Penalty: 866.908264
	Iteration 12Q: 3 clusters Score -524691.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -524699.500000 Penalty: 866.908264
	Iteration 13Q: 3 clusters Score -524699.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -524700.375000 Penalty: 866.908264
	Iteration 14Q: 3 clusters Score -524700.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -524701.250000 Penalty: 866.908264
	Iteration 15Q: 3 clusters Score -524701.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -524704.062500 Penalty: 866.908264
	Iteration 16Q: 3 clusters Score -524704.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -524705.000000 Penalty: 866.908264
	Iteration 17Q: 3 clusters Score -524705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -524703.562500 Penalty: 866.908264
	Iteration 18Q: 3 clusters Score -524703.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -524704.437500 Penalty: 866.908264
	Iteration 19Q: 3 clusters Score -524704.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -524705.312500 Penalty: 866.908264
	Iteration 20F: 3 clusters Score -524705.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -524705.750000 Penalty: 866.908264
	Iteration 21Q: 3 clusters Score -524705.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -524705.250000 Penalty: 866.908264
	Iteration 22Q: 3 clusters Score -524705.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -524706.937500 Penalty: 866.908264
	Iteration 23Q: 3 clusters Score -524706.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -524705.125000 Penalty: 866.908264
	Iteration 24Q: 3 clusters Score -524705.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -524706.937500 Penalty: 866.908264
	Iteration 25Q: 3 clusters Score -524706.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -524707.250000 Penalty: 866.908264
	Iteration 26Q: 3 clusters Score -524707.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -524708.937500 Penalty: 866.908264
	Iteration 27Q: 3 clusters Score -524708.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -524708.312500 Penalty: 866.908264
	Iteration 28Q: 3 clusters Score -524708.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -524707.750000 Penalty: 866.908264
	Iteration 29Q: 3 clusters Score -524707.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -524708.062500 Penalty: 866.908264
	Iteration 30Q: 3 clusters Score -524708.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -524708.375000 Penalty: 866.908264
	Iteration 31Q: 3 clusters Score -524708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -524707.937500 Penalty: 866.908264
	Iteration 32Q: 3 clusters Score -524707.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -524708.375000 Penalty: 866.908264
	Iteration 33Q: 3 clusters Score -524708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -524708.875000 Penalty: 866.908264
	Iteration 34Q: 3 clusters Score -524708.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -524708.875000 Penalty: 866.908264
	Iteration 35F: 3 clusters Score -524708.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2160 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 226236 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 2789 members 
Mstep: Class 8 contains 26705 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 30275 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 284244 members 
Mstep: Class 13 contains 3443 members 
Mstep: Class 14 contains 59220 members 
Mstep: Class 15 contains 413 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 6431 members 
Mstep: Class 18 contains 3484 members 
Mstep: Class 19 contains 19311 members 
Mstep: Class 20 contains 4391 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3240 members 
Mstep: Class 24 contains 3104 members 
Mstep: Class 25 contains 13766 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 4614 members 
Mstep: Class 28 contains 7377 members 
Entering Unmasked Estep 
Score: -28345096.000000 Penalty: 17200.017578
Splitting cluster 6 changes total score from -28343954.000000 to -28345096.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -94774.507812 Penalty: 360.971436
	Iteration 0F: 2 clusters Score -94774.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -92868.742188 Penalty: 721.942871
	Iteration 0F: 3 clusters Score -92868.74 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -93786.203125 Penalty: 721.942871
	Iteration 1F: 3 clusters Score -93786.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -94096.007812 Penalty: 721.942871
	Iteration 2F: 3 clusters Score -94096.01 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -94321.210938 Penalty: 721.942871
	Iteration 3F: 3 clusters Score -94321.21 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -94479.976562 Penalty: 721.942871
	Iteration 4F: 3 clusters Score -94479.98 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -94539.117188 Penalty: 721.942871
	Iteration 5Q: 3 clusters Score -94539.12 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -94583.109375 Penalty: 721.942871
	Iteration 6Q: 3 clusters Score -94583.11 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -94620.210938 Penalty: 721.942871
	Iteration 7Q: 3 clusters Score -94620.21 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -94647.460938 Penalty: 721.942871
	Iteration 8Q: 3 clusters Score -94647.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -94671.265625 Penalty: 721.942871
	Iteration 9Q: 3 clusters Score -94671.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -94690.500000 Penalty: 721.942871
	Iteration 10Q: 3 clusters Score -94690.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -94711.937500 Penalty: 721.942871
	Iteration 11Q: 3 clusters Score -94711.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -94730.484375 Penalty: 721.942871
	Iteration 12Q: 3 clusters Score -94730.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -94745.453125 Penalty: 721.942871
	Iteration 13Q: 3 clusters Score -94745.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -94768.789062 Penalty: 721.942871
	Iteration 14Q: 3 clusters Score -94768.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -94805.820312 Penalty: 721.942871
	Iteration 15Q: 3 clusters Score -94805.82 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -94858.906250 Penalty: 721.942871
	Iteration 16Q: 3 clusters Score -94858.91 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -94912.453125 Penalty: 721.942871
	Iteration 17Q: 3 clusters Score -94912.45 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -94953.929688 Penalty: 721.942871
	Iteration 18Q: 3 clusters Score -94953.93 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -94991.578125 Penalty: 721.942871
	Iteration 19Q: 3 clusters Score -94991.58 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -95021.921875 Penalty: 721.942871
	Iteration 20F: 3 clusters Score -95021.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -95035.507812 Penalty: 721.942871
	Iteration 21Q: 3 clusters Score -95035.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -95047.125000 Penalty: 721.942871
	Iteration 22Q: 3 clusters Score -95047.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -95054.093750 Penalty: 721.942871
	Iteration 23Q: 3 clusters Score -95054.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -95063.117188 Penalty: 721.942871
	Iteration 24Q: 3 clusters Score -95063.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -95071.375000 Penalty: 721.942871
	Iteration 25Q: 3 clusters Score -95071.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -95076.164062 Penalty: 721.942871
	Iteration 26Q: 3 clusters Score -95076.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -95083.148438 Penalty: 721.942871
	Iteration 27Q: 3 clusters Score -95083.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -95099.906250 Penalty: 721.942871
	Iteration 28Q: 3 clusters Score -95099.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -95116.328125 Penalty: 721.942871
	Iteration 29Q: 3 clusters Score -95116.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -95134.531250 Penalty: 721.942871
	Iteration 30Q: 3 clusters Score -95134.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -95146.656250 Penalty: 721.942871
	Iteration 31Q: 3 clusters Score -95146.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -95154.570312 Penalty: 721.942871
	Iteration 32Q: 3 clusters Score -95154.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -95161.687500 Penalty: 721.942871
	Iteration 33Q: 3 clusters Score -95161.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -95170.656250 Penalty: 721.942871
	Iteration 34Q: 3 clusters Score -95170.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -95175.203125 Penalty: 721.942871
	Iteration 35Q: 3 clusters Score -95175.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -95178.000000 Penalty: 721.942871
	Iteration 36Q: 3 clusters Score -95178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -95179.328125 Penalty: 721.942871
	Iteration 37Q: 3 clusters Score -95179.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -95180.062500 Penalty: 721.942871
	Iteration 38Q: 3 clusters Score -95180.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -95180.312500 Penalty: 721.942871
	Iteration 39Q: 3 clusters Score -95180.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -95181.539062 Penalty: 721.942871
	Iteration 40F: 3 clusters Score -95181.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -95182.703125 Penalty: 721.942871
	Iteration 41Q: 3 clusters Score -95182.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -95183.031250 Penalty: 721.942871
	Iteration 42Q: 3 clusters Score -95183.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -95183.125000 Penalty: 721.942871
	Iteration 43Q: 3 clusters Score -95183.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -95183.218750 Penalty: 721.942871
	Iteration 44Q: 3 clusters Score -95183.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -95183.226562 Penalty: 721.942871
	Iteration 45Q: 3 clusters Score -95183.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -95183.578125 Penalty: 721.942871
	Iteration 46Q: 3 clusters Score -95183.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -95183.578125 Penalty: 721.942871
	Iteration 47F: 3 clusters Score -95183.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2160 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 226236 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 1822 members 
Mstep: Class 8 contains 26705 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 30275 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 284244 members 
Mstep: Class 13 contains 3443 members 
Mstep: Class 14 contains 59220 members 
Mstep: Class 15 contains 413 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 6431 members 
Mstep: Class 18 contains 3484 members 
Mstep: Class 19 contains 19311 members 
Mstep: Class 20 contains 4391 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3240 members 
Mstep: Class 24 contains 3104 members 
Mstep: Class 25 contains 13766 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 4614 members 
Mstep: Class 28 contains 7377 members 
Mstep: Class 29 contains 967 members 
Entering Unmasked Estep 
Score: -28345258.000000 Penalty: 17814.302734
Splitting cluster 7 changes total score from -28343954.000000 to -28345258.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 8 (26705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Entering Unmasked Estep 
Score: -1090122.125000 Penalty: 463.763580
	Iteration 0F: 2 clusters Score -1090122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1072372.750000 Penalty: 927.527161
	Iteration 0F: 3 clusters Score -1072373 nChanged 12725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1079869.750000 Penalty: 927.527161
	Iteration 1F: 3 clusters Score -1079870 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1080241.250000 Penalty: 927.527161
	Iteration 2Q: 3 clusters Score -1080241 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1080661.125000 Penalty: 927.527161
	Iteration 3Q: 3 clusters Score -1080661 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1081126.500000 Penalty: 927.527161
	Iteration 4Q: 3 clusters Score -1081126 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1081696.125000 Penalty: 927.527161
	Iteration 5Q: 3 clusters Score -1081696 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1082485.250000 Penalty: 927.527161
	Iteration 6F: 3 clusters Score -1082485 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1083432.875000 Penalty: 927.527161
	Iteration 7F: 3 clusters Score -1083433 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -1084461.625000 Penalty: 927.527161
	Iteration 8F: 3 clusters Score -1084462 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -1085367.875000 Penalty: 927.527161
	Iteration 9F: 3 clusters Score -1085368 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -1086177.500000 Penalty: 927.527161
	Iteration 10Q: 3 clusters Score -1086178 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -1086767.125000 Penalty: 927.527161
	Iteration 11Q: 3 clusters Score -1086767 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -1087182.500000 Penalty: 927.527161
	Iteration 12Q: 3 clusters Score -1087182 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -1087531.250000 Penalty: 927.527161
	Iteration 13Q: 3 clusters Score -1087531 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -1087823.125000 Penalty: 927.527161
	Iteration 14Q: 3 clusters Score -1087823 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -1088090.000000 Penalty: 927.527161
	Iteration 15Q: 3 clusters Score -1088090 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -1088341.750000 Penalty: 927.527161
	Iteration 16Q: 3 clusters Score -1088342 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -1088623.125000 Penalty: 927.527161
	Iteration 17Q: 3 clusters Score -1088623 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -1088885.625000 Penalty: 927.527161
	Iteration 18Q: 3 clusters Score -1088886 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -1089110.500000 Penalty: 927.527161
	Iteration 19Q: 3 clusters Score -1089110 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -1089273.500000 Penalty: 927.527161
	Iteration 20F: 3 clusters Score -1089274 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -1089411.500000 Penalty: 927.527161
	Iteration 21Q: 3 clusters Score -1089412 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -1089500.375000 Penalty: 927.527161
	Iteration 22Q: 3 clusters Score -1089500 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -1089578.750000 Penalty: 927.527161
	Iteration 23Q: 3 clusters Score -1089579 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -1089672.500000 Penalty: 927.527161
	Iteration 24Q: 3 clusters Score -1089672 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -1089728.875000 Penalty: 927.527161
	Iteration 25Q: 3 clusters Score -1089729 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -1089768.000000 Penalty: 927.527161
	Iteration 26Q: 3 clusters Score -1089768 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -1089792.500000 Penalty: 927.527161
	Iteration 27Q: 3 clusters Score -1089792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -1089809.375000 Penalty: 927.527161
	Iteration 28Q: 3 clusters Score -1089809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -1089819.750000 Penalty: 927.527161
	Iteration 29Q: 3 clusters Score -1089820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -1089824.500000 Penalty: 927.527161
	Iteration 30Q: 3 clusters Score -1089824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -1089828.125000 Penalty: 927.527161
	Iteration 31Q: 3 clusters Score -1089828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -1089829.750000 Penalty: 927.527161
	Iteration 32Q: 3 clusters Score -1089830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -1089831.000000 Penalty: 927.527161
	Iteration 33Q: 3 clusters Score -1089831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -1089832.000000 Penalty: 927.527161
	Iteration 34Q: 3 clusters Score -1089832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -1089833.125000 Penalty: 927.527161
	Iteration 35Q: 3 clusters Score -1089833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -1089835.125000 Penalty: 927.527161
	Iteration 36Q: 3 clusters Score -1089835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -1089834.375000 Penalty: 927.527161
	Iteration 37Q: 3 clusters Score -1089834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -1089835.625000 Penalty: 927.527161
	Iteration 38F: 3 clusters Score -1089836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -1089838.750000 Penalty: 927.527161
	Iteration 39Q: 3 clusters Score -1089839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -1089839.500000 Penalty: 927.527161
	Iteration 40F: 3 clusters Score -1089840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -1089839.875000 Penalty: 927.527161
	Iteration 41Q: 3 clusters Score -1089840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -1089840.375000 Penalty: 927.527161
	Iteration 42Q: 3 clusters Score -1089840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -1089840.375000 Penalty: 927.527161
	Iteration 43F: 3 clusters Score -1089840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -15866.121094 Penalty: 280.812378
	Iteration 0F: 2 clusters Score -15866.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15404.309570 Penalty: 561.624756
	Iteration 0F: 3 clusters Score -15404.31 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15579.535156 Penalty: 561.624756
	Iteration 1F: 3 clusters Score -15579.54 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15641.667969 Penalty: 561.624756
	Iteration 2F: 3 clusters Score -15641.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15676.938477 Penalty: 561.624756
	Iteration 3F: 3 clusters Score -15676.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15695.538086 Penalty: 561.624756
	Iteration 4Q: 3 clusters Score -15695.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15705.649414 Penalty: 561.624756
	Iteration 5Q: 3 clusters Score -15705.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15722.269531 Penalty: 561.624756
	Iteration 6Q: 3 clusters Score -15722.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15737.441406 Penalty: 561.624756
	Iteration 7Q: 3 clusters Score -15737.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15751.115234 Penalty: 561.624756
	Iteration 8Q: 3 clusters Score -15751.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15759.026367 Penalty: 561.624756
	Iteration 9Q: 3 clusters Score -15759.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15766.056641 Penalty: 561.624756
	Iteration 10Q: 3 clusters Score -15766.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15776.376953 Penalty: 561.624756
	Iteration 11Q: 3 clusters Score -15776.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15784.813477 Penalty: 561.624756
	Iteration 12Q: 3 clusters Score -15784.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15799.236328 Penalty: 561.624756
	Iteration 13Q: 3 clusters Score -15799.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15816.327148 Penalty: 561.624756
	Iteration 14Q: 3 clusters Score -15816.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15826.590820 Penalty: 561.624756
	Iteration 15Q: 3 clusters Score -15826.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -15832.845703 Penalty: 561.624756
	Iteration 16Q: 3 clusters Score -15832.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15837.980469 Penalty: 561.624756
	Iteration 17Q: 3 clusters Score -15837.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15852.044922 Penalty: 561.624756
	Iteration 18Q: 3 clusters Score -15852.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15860.501953 Penalty: 561.624756
	Iteration 19Q: 3 clusters Score -15860.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15864.567383 Penalty: 561.624756
	Iteration 20F: 3 clusters Score -15864.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15868.535156 Penalty: 561.624756
	Iteration 21Q: 3 clusters Score -15868.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15868.995117 Penalty: 561.624756
	Iteration 22Q: 3 clusters Score -15869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15868.995117 Penalty: 561.624756
	Iteration 23F: 3 clusters Score -15869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2160 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 226236 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 1822 members 
Mstep: Class 8 contains 26705 members 
Mstep: Class 9 contains 260 members 
Mstep: Class 10 contains 30275 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 284244 members 
Mstep: Class 13 contains 3443 members 
Mstep: Class 14 contains 59220 members 
Mstep: Class 15 contains 413 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 6431 members 
Mstep: Class 18 contains 3484 members 
Mstep: Class 19 contains 19311 members 
Mstep: Class 20 contains 4391 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3240 members 
Mstep: Class 24 contains 3104 members 
Mstep: Class 25 contains 13766 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 4614 members 
Mstep: Class 28 contains 7377 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 219 members 
Entering Unmasked Estep 
Score: -28344918.000000 Penalty: 18428.589844
Splitting cluster 9 changes total score from -28343954.000000 to -28344918.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 10 (30275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Entering Unmasked Estep 
Score: -1143324.500000 Penalty: 469.472565
	Iteration 0F: 2 clusters Score -1143324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1122910.250000 Penalty: 938.945129
	Iteration 0F: 3 clusters Score -1122910 nChanged 14658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1132563.000000 Penalty: 938.945129
	Iteration 1F: 3 clusters Score -1132563 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1133951.000000 Penalty: 938.945129
	Iteration 2F: 3 clusters Score -1133951 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1135744.250000 Penalty: 938.945129
	Iteration 3F: 3 clusters Score -1135744 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1137419.625000 Penalty: 938.945129
	Iteration 4F: 3 clusters Score -1137420 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1138517.750000 Penalty: 938.945129
	Iteration 5F: 3 clusters Score -1138518 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1139117.500000 Penalty: 938.945129
	Iteration 6Q: 3 clusters Score -1139118 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1139449.250000 Penalty: 938.945129
	Iteration 7Q: 3 clusters Score -1139449 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1139648.125000 Penalty: 938.945129
	Iteration 8Q: 3 clusters Score -1139648 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1139800.250000 Penalty: 938.945129
	Iteration 9Q: 3 clusters Score -1139800 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1139925.375000 Penalty: 938.945129
	Iteration 10Q: 3 clusters Score -1139925 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1140013.000000 Penalty: 938.945129
	Iteration 11Q: 3 clusters Score -1140013 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1140099.250000 Penalty: 938.945129
	Iteration 12Q: 3 clusters Score -1140099 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1140169.000000 Penalty: 938.945129
	Iteration 13Q: 3 clusters Score -1140169 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1140222.500000 Penalty: 938.945129
	Iteration 14Q: 3 clusters Score -1140222 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1140281.125000 Penalty: 938.945129
	Iteration 15Q: 3 clusters Score -1140281 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1140348.000000 Penalty: 938.945129
	Iteration 16Q: 3 clusters Score -1140348 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1140417.375000 Penalty: 938.945129
	Iteration 17Q: 3 clusters Score -1140417 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1140496.250000 Penalty: 938.945129
	Iteration 18Q: 3 clusters Score -1140496 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -1140567.500000 Penalty: 938.945129
	Iteration 19Q: 3 clusters Score -1140568 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1140650.625000 Penalty: 938.945129
	Iteration 20F: 3 clusters Score -1140651 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1140745.875000 Penalty: 938.945129
	Iteration 21Q: 3 clusters Score -1140746 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -1140843.375000 Penalty: 938.945129
	Iteration 22Q: 3 clusters Score -1140843 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -1140942.875000 Penalty: 938.945129
	Iteration 23Q: 3 clusters Score -1140943 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -1141056.000000 Penalty: 938.945129
	Iteration 24Q: 3 clusters Score -1141056 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -1141159.875000 Penalty: 938.945129
	Iteration 25Q: 3 clusters Score -1141160 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -1141277.500000 Penalty: 938.945129
	Iteration 26Q: 3 clusters Score -1141278 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -1141395.125000 Penalty: 938.945129
	Iteration 27Q: 3 clusters Score -1141395 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -1141501.250000 Penalty: 938.945129
	Iteration 28Q: 3 clusters Score -1141501 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -1141598.000000 Penalty: 938.945129
	Iteration 29Q: 3 clusters Score -1141598 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -1141685.250000 Penalty: 938.945129
	Iteration 30Q: 3 clusters Score -1141685 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -1141762.375000 Penalty: 938.945129
	Iteration 31Q: 3 clusters Score -1141762 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -1141840.625000 Penalty: 938.945129
	Iteration 32Q: 3 clusters Score -1141841 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -1141918.250000 Penalty: 938.945129
	Iteration 33Q: 3 clusters Score -1141918 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -1141987.500000 Penalty: 938.945129
	Iteration 34Q: 3 clusters Score -1141988 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -1142068.000000 Penalty: 938.945129
	Iteration 35Q: 3 clusters Score -1142068 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -1142134.000000 Penalty: 938.945129
	Iteration 36Q: 3 clusters Score -1142134 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -1142201.250000 Penalty: 938.945129
	Iteration 37Q: 3 clusters Score -1142201 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -1142261.750000 Penalty: 938.945129
	Iteration 38Q: 3 clusters Score -1142262 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -1142339.750000 Penalty: 938.945129
	Iteration 39Q: 3 clusters Score -1142340 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -1142423.125000 Penalty: 938.945129
	Iteration 40F: 3 clusters Score -1142423 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -1142526.375000 Penalty: 938.945129
	Iteration 41Q: 3 clusters Score -1142526 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -1142626.375000 Penalty: 938.945129
	Iteration 42Q: 3 clusters Score -1142626 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -1142735.375000 Penalty: 938.945129
	Iteration 43Q: 3 clusters Score -1142735 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -1142842.125000 Penalty: 938.945129
	Iteration 44Q: 3 clusters Score -1142842 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -1142960.625000 Penalty: 938.945129
	Iteration 45Q: 3 clusters Score -1142961 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -1143092.250000 Penalty: 938.945129
	Iteration 46Q: 3 clusters Score -1143092 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -1143213.875000 Penalty: 938.945129
	Iteration 47Q: 3 clusters Score -1143214 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -1143310.125000 Penalty: 938.945129
	Iteration 48Q: 3 clusters Score -1143310 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -1143401.250000 Penalty: 938.945129
	Iteration 49Q: 3 clusters Score -1143401 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -1143506.375000 Penalty: 938.945129
	Iteration 50Q: 3 clusters Score -1143506 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -1143594.250000 Penalty: 938.945129
	Iteration 51Q: 3 clusters Score -1143594 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -1143659.750000 Penalty: 938.945129
	Iteration 52Q: 3 clusters Score -1143660 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -1143706.250000 Penalty: 938.945129
	Iteration 53Q: 3 clusters Score -1143706 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -1143745.500000 Penalty: 938.945129
	Iteration 54Q: 3 clusters Score -1143746 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -1143772.125000 Penalty: 938.945129
	Iteration 55Q: 3 clusters Score -1143772 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -1143793.125000 Penalty: 938.945129
	Iteration 56Q: 3 clusters Score -1143793 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -1143806.375000 Penalty: 938.945129
	Iteration 57Q: 3 clusters Score -1143806 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -1143821.875000 Penalty: 938.945129
	Iteration 58Q: 3 clusters Score -1143822 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -1143833.250000 Penalty: 938.945129
	Iteration 59Q: 3 clusters Score -1143833 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -1143835.125000 Penalty: 938.945129
	Iteration 60F: 3 clusters Score -1143835 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -1143843.500000 Penalty: 938.945129
	Iteration 61Q: 3 clusters Score -1143844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -1143850.250000 Penalty: 938.945129
	Iteration 62Q: 3 clusters Score -1143850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -1143851.000000 Penalty: 938.945129
	Iteration 63Q: 3 clusters Score -1143851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -1143855.750000 Penalty: 938.945129
	Iteration 64Q: 3 clusters Score -1143856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -1143857.375000 Penalty: 938.945129
	Iteration 65Q: 3 clusters Score -1143857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -1143855.875000 Penalty: 938.945129
	Iteration 66Q: 3 clusters Score -1143856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -1143859.250000 Penalty: 938.945129
	Iteration 67Q: 3 clusters Score -1143859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -1143859.000000 Penalty: 938.945129
	Iteration 68Q: 3 clusters Score -1143859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -1143860.750000 Penalty: 938.945129
	Iteration 69Q: 3 clusters Score -1143861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -1143861.750000 Penalty: 938.945129
	Iteration 70Q: 3 clusters Score -1143862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -1143864.000000 Penalty: 938.945129
	Iteration 71Q: 3 clusters Score -1143864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -1143865.875000 Penalty: 938.945129
	Iteration 72Q: 3 clusters Score -1143866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -1143867.625000 Penalty: 938.945129
	Iteration 73Q: 3 clusters Score -1143868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -1143866.750000 Penalty: 938.945129
	Iteration 74Q: 3 clusters Score -1143867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -1143866.250000 Penalty: 938.945129
	Iteration 75Q: 3 clusters Score -1143866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -1143866.250000 Penalty: 938.945129
	Iteration 76F: 3 clusters Score -1143866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2160 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 226236 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 1822 members 
Mstep: Class 8 contains 26705 members 
Mstep: Class 9 contains 260 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 284244 members 
Mstep: Class 13 contains 3443 members 
Mstep: Class 14 contains 59220 members 
Mstep: Class 15 contains 413 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 6431 members 
Mstep: Class 18 contains 3484 members 
Mstep: Class 19 contains 19311 members 
Mstep: Class 20 contains 4391 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3240 members 
Mstep: Class 24 contains 3104 members 
Mstep: Class 25 contains 13766 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 4614 members 
Mstep: Class 28 contains 7377 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 26926 members 
Entering Unmasked Estep 
Score: -28345298.000000 Penalty: 19042.875000
Splitting cluster 10 changes total score from -28343954.000000 to -28345298.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 11 (3278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Entering Unmasked Estep 
Score: -131482.296875 Penalty: 368.321991
	Iteration 0F: 2 clusters Score -131482.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -129245.773438 Penalty: 736.643982
	Iteration 0F: 3 clusters Score -129245.8 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -130137.203125 Penalty: 736.643982
	Iteration 1F: 3 clusters Score -130137.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -130281.750000 Penalty: 736.643982
	Iteration 2F: 3 clusters Score -130281.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -130409.609375 Penalty: 736.643982
	Iteration 3F: 3 clusters Score -130409.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -130529.593750 Penalty: 736.643982
	Iteration 4F: 3 clusters Score -130529.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -130656.312500 Penalty: 736.643982
	Iteration 5F: 3 clusters Score -130656.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -130772.445312 Penalty: 736.643982
	Iteration 6Q: 3 clusters Score -130772.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -130903.367188 Penalty: 736.643982
	Iteration 7F: 3 clusters Score -130903.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -131016.656250 Penalty: 736.643982
	Iteration 8Q: 3 clusters Score -131016.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -131103.015625 Penalty: 736.643982
	Iteration 9Q: 3 clusters Score -131103 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -131164.968750 Penalty: 736.643982
	Iteration 10Q: 3 clusters Score -131165 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -131207.468750 Penalty: 736.643982
	Iteration 11Q: 3 clusters Score -131207.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -131229.187500 Penalty: 736.643982
	Iteration 12Q: 3 clusters Score -131229.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -131250.609375 Penalty: 736.643982
	Iteration 13Q: 3 clusters Score -131250.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -131273.718750 Penalty: 736.643982
	Iteration 14Q: 3 clusters Score -131273.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -131282.484375 Penalty: 736.643982
	Iteration 15Q: 3 clusters Score -131282.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -131288.406250 Penalty: 736.643982
	Iteration 16Q: 3 clusters Score -131288.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -131290.484375 Penalty: 736.643982
	Iteration 17Q: 3 clusters Score -131290.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -131294.093750 Penalty: 736.643982
	Iteration 18Q: 3 clusters Score -131294.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -131295.765625 Penalty: 736.643982
	Iteration 19Q: 3 clusters Score -131295.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -131296.281250 Penalty: 736.643982
	Iteration 20F: 3 clusters Score -131296.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -131297.343750 Penalty: 736.643982
	Iteration 21Q: 3 clusters Score -131297.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -131298.140625 Penalty: 736.643982
	Iteration 22Q: 3 clusters Score -131298.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -131299.703125 Penalty: 736.643982
	Iteration 23Q: 3 clusters Score -131299.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -131299.906250 Penalty: 736.643982
	Iteration 24Q: 3 clusters Score -131299.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -131300.468750 Penalty: 736.643982
	Iteration 25Q: 3 clusters Score -131300.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -131300.468750 Penalty: 736.643982
	Iteration 26F: 3 clusters Score -131300.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (284244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284244 members 
Entering Unmasked Estep 
Score: -11808098.000000 Penalty: 571.370300
	Iteration 0F: 2 clusters Score -1.18081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141551 members 
Mstep: Class 2 contains 142693 members 
Entering Unmasked Estep 
Score: -11614752.000000 Penalty: 1142.740601
	Iteration 0F: 3 clusters Score -1.161475e+07 nChanged 140308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114103 members 
Mstep: Class 2 contains 170141 members 
Entering Unmasked Estep 
Score: -11707685.000000 Penalty: 1142.740601
	Iteration 1F: 3 clusters Score -1.170768e+07 nChanged 18335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97036 members 
Mstep: Class 2 contains 187208 members 
Entering Unmasked Estep 
Score: -11718951.000000 Penalty: 1142.740601
	Iteration 2F: 3 clusters Score -1.171895e+07 nChanged 23895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73821 members 
Mstep: Class 2 contains 210423 members 
Entering Unmasked Estep 
Score: -11738049.000000 Penalty: 1142.740601
	Iteration 3F: 3 clusters Score -1.173805e+07 nChanged 25864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 235923 members 
Entering Unmasked Estep 
Score: -11762261.000000 Penalty: 1142.740601
	Iteration 4F: 3 clusters Score -1.176226e+07 nChanged 21156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 256915 members 
Entering Unmasked Estep 
Score: -11783384.000000 Penalty: 1142.740601
	Iteration 5F: 3 clusters Score -1.178338e+07 nChanged 13116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 269935 members 
Entering Unmasked Estep 
Score: -11796062.000000 Penalty: 1142.740601
	Iteration 6Q: 3 clusters Score -1.179606e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 276614 members 
Entering Unmasked Estep 
Score: -11802263.000000 Penalty: 1142.740601
	Iteration 7Q: 3 clusters Score -1.180226e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 279749 members 
Entering Unmasked Estep 
Score: -11805027.000000 Penalty: 1142.740601
	Iteration 8Q: 3 clusters Score -1.180503e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 281274 members 
Entering Unmasked Estep 
Score: -11806247.000000 Penalty: 1142.740601
	Iteration 9Q: 3 clusters Score -1.180625e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 282043 members 
Entering Unmasked Estep 
Score: -11806794.000000 Penalty: 1142.740601
	Iteration 10Q: 3 clusters Score -1.180679e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 282517 members 
Entering Unmasked Estep 
Score: -11807002.000000 Penalty: 1142.740601
	Iteration 11Q: 3 clusters Score -1.1807e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 282853 members 
Entering Unmasked Estep 
Score: -11807177.000000 Penalty: 1142.740601
	Iteration 12Q: 3 clusters Score -1.180718e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 283092 members 
Entering Unmasked Estep 
Score: -11807318.000000 Penalty: 1142.740601
	Iteration 13Q: 3 clusters Score -1.180732e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 283268 members 
Entering Unmasked Estep 
Score: -11807433.000000 Penalty: 1142.740601
	Iteration 14Q: 3 clusters Score -1.180743e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 283393 members 
Entering Unmasked Estep 
Score: -11807525.000000 Penalty: 1142.740601
	Iteration 15Q: 3 clusters Score -1.180752e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 283492 members 
Entering Unmasked Estep 
Score: -11807547.000000 Penalty: 1142.740601
	Iteration 16Q: 3 clusters Score -1.180755e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 283558 members 
Entering Unmasked Estep 
Score: -11807586.000000 Penalty: 1142.740601
	Iteration 17Q: 3 clusters Score -1.180759e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 283615 members 
Entering Unmasked Estep 
Score: -11807600.000000 Penalty: 1142.740601
	Iteration 18Q: 3 clusters Score -1.18076e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 283661 members 
Entering Unmasked Estep 
Score: -11807629.000000 Penalty: 1142.740601
	Iteration 19Q: 3 clusters Score -1.180763e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 283682 members 
Entering Unmasked Estep 
Score: -11807651.000000 Penalty: 1142.740601
	Iteration 20F: 3 clusters Score -1.180765e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 283696 members 
Entering Unmasked Estep 
Score: -11807650.000000 Penalty: 1142.740601
	Iteration 21Q: 3 clusters Score -1.180765e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 283716 members 
Entering Unmasked Estep 
Score: -11807653.000000 Penalty: 1142.740601
	Iteration 22Q: 3 clusters Score -1.180765e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 283725 members 
Entering Unmasked Estep 
Score: -11807673.000000 Penalty: 1142.740601
	Iteration 23Q: 3 clusters Score -1.180767e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 283733 members 
Entering Unmasked Estep 
Score: -11807689.000000 Penalty: 1142.740601
	Iteration 24Q: 3 clusters Score -1.180769e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 283747 members 
Entering Unmasked Estep 
Score: -11807707.000000 Penalty: 1142.740601
	Iteration 25Q: 3 clusters Score -1.180771e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 283760 members 
Entering Unmasked Estep 
Score: -11807704.000000 Penalty: 1142.740601
	Iteration 26Q: 3 clusters Score -1.18077e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 283770 members 
Entering Unmasked Estep 
Score: -11807709.000000 Penalty: 1142.740601
	Iteration 27Q: 3 clusters Score -1.180771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 283780 members 
Entering Unmasked Estep 
Score: -11807710.000000 Penalty: 1142.740601
	Iteration 28Q: 3 clusters Score -1.180771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 283792 members 
Entering Unmasked Estep 
Score: -11807720.000000 Penalty: 1142.740601
	Iteration 29Q: 3 clusters Score -1.180772e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 283805 members 
Entering Unmasked Estep 
Score: -11807718.000000 Penalty: 1142.740601
	Iteration 30Q: 3 clusters Score -1.180772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 283819 members 
Entering Unmasked Estep 
Score: -11807711.000000 Penalty: 1142.740601
	Iteration 31Q: 3 clusters Score -1.180771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 283827 members 
Entering Unmasked Estep 
Score: -11807709.000000 Penalty: 1142.740601
	Iteration 32Q: 3 clusters Score -1.180771e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 283842 members 
Entering Unmasked Estep 
Score: -11807722.000000 Penalty: 1142.740601
	Iteration 33Q: 3 clusters Score -1.180772e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 283859 members 
Entering Unmasked Estep 
Score: -11807734.000000 Penalty: 1142.740601
	Iteration 34Q: 3 clusters Score -1.180773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 283875 members 
Entering Unmasked Estep 
Score: -11807742.000000 Penalty: 1142.740601
	Iteration 35Q: 3 clusters Score -1.180774e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 283881 members 
Entering Unmasked Estep 
Score: -11807742.000000 Penalty: 1142.740601
	Iteration 36Q: 3 clusters Score -1.180774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 283888 members 
Entering Unmasked Estep 
Score: -11807747.000000 Penalty: 1142.740601
	Iteration 37Q: 3 clusters Score -1.180775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 283892 members 
Entering Unmasked Estep 
Score: -11807748.000000 Penalty: 1142.740601
	Iteration 38Q: 3 clusters Score -1.180775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 283891 members 
Entering Unmasked Estep 
Score: -11807748.000000 Penalty: 1142.740601
	Iteration 39Q: 3 clusters Score -1.180775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 283895 members 
Entering Unmasked Estep 
Score: -11807753.000000 Penalty: 1142.740601
	Iteration 40F: 3 clusters Score -1.180775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 283897 members 
Entering Unmasked Estep 
Score: -11807752.000000 Penalty: 1142.740601
	Iteration 41Q: 3 clusters Score -1.180775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 283900 members 
Entering Unmasked Estep 
Score: -11807753.000000 Penalty: 1142.740601
	Iteration 42Q: 3 clusters Score -1.180775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 283901 members 
Entering Unmasked Estep 
Score: -11807761.000000 Penalty: 1142.740601
	Iteration 43Q: 3 clusters Score -1.180776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 283902 members 
Entering Unmasked Estep 
Score: -11807762.000000 Penalty: 1142.740601
	Iteration 44Q: 3 clusters Score -1.180776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 283904 members 
Entering Unmasked Estep 
Score: -11807767.000000 Penalty: 1142.740601
	Iteration 45Q: 3 clusters Score -1.180777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 283903 members 
Entering Unmasked Estep 
Score: -11807767.000000 Penalty: 1142.740601
	Iteration 46Q: 3 clusters Score -1.180777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 283901 members 
Entering Unmasked Estep 
Score: -11807774.000000 Penalty: 1142.740601
	Iteration 47Q: 3 clusters Score -1.180777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 283899 members 
Entering Unmasked Estep 
Score: -11807775.000000 Penalty: 1142.740601
	Iteration 48Q: 3 clusters Score -1.180778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 283899 members 
Entering Unmasked Estep 
Score: -11807775.000000 Penalty: 1142.740601
	Iteration 49F: 3 clusters Score -1.180778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Entering Unmasked Estep 
Score: -135192.203125 Penalty: 370.556458
	Iteration 0F: 2 clusters Score -135192.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -132793.843750 Penalty: 741.112915
	Iteration 0F: 3 clusters Score -132793.8 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -133764.468750 Penalty: 741.112915
	Iteration 1F: 3 clusters Score -133764.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -134002.296875 Penalty: 741.112915
	Iteration 2F: 3 clusters Score -134002.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -134262.812500 Penalty: 741.112915
	Iteration 3F: 3 clusters Score -134262.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -134461.468750 Penalty: 741.112915
	Iteration 4F: 3 clusters Score -134461.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -134622.828125 Penalty: 741.112915
	Iteration 5F: 3 clusters Score -134622.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -134722.031250 Penalty: 741.112915
	Iteration 6Q: 3 clusters Score -134722 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -134780.875000 Penalty: 741.112915
	Iteration 7Q: 3 clusters Score -134780.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -134822.437500 Penalty: 741.112915
	Iteration 8Q: 3 clusters Score -134822.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -134860.515625 Penalty: 741.112915
	Iteration 9Q: 3 clusters Score -134860.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -134885.671875 Penalty: 741.112915
	Iteration 10Q: 3 clusters Score -134885.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -134897.390625 Penalty: 741.112915
	Iteration 11Q: 3 clusters Score -134897.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -134903.390625 Penalty: 741.112915
	Iteration 12Q: 3 clusters Score -134903.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -134905.296875 Penalty: 741.112915
	Iteration 13Q: 3 clusters Score -134905.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -134907.031250 Penalty: 741.112915
	Iteration 14Q: 3 clusters Score -134907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -134907.765625 Penalty: 741.112915
	Iteration 15Q: 3 clusters Score -134907.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -134908.671875 Penalty: 741.112915
	Iteration 16Q: 3 clusters Score -134908.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -134909.359375 Penalty: 741.112915
	Iteration 17Q: 3 clusters Score -134909.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -134909.671875 Penalty: 741.112915
	Iteration 18Q: 3 clusters Score -134909.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -134910.265625 Penalty: 741.112915
	Iteration 19Q: 3 clusters Score -134910.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -134910.265625 Penalty: 741.112915
	Iteration 20F: 3 clusters Score -134910.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (59220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Entering Unmasked Estep 
Score: -2383739.500000 Penalty: 500.000153
	Iteration 0F: 2 clusters Score -2383740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -2344116.750000 Penalty: 1000.000305
	Iteration 0F: 3 clusters Score -2344117 nChanged 28722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -2361809.000000 Penalty: 1000.000305
	Iteration 1F: 3 clusters Score -2361809 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -2362975.500000 Penalty: 1000.000305
	Iteration 2Q: 3 clusters Score -2362976 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -2364477.500000 Penalty: 1000.000305
	Iteration 3F: 3 clusters Score -2364478 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -2366434.750000 Penalty: 1000.000305
	Iteration 4F: 3 clusters Score -2366435 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -2368884.750000 Penalty: 1000.000305
	Iteration 5F: 3 clusters Score -2368885 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2371773.250000 Penalty: 1000.000305
	Iteration 6F: 3 clusters Score -2371773 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2374084.250000 Penalty: 1000.000305
	Iteration 7F: 3 clusters Score -2374084 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2375321.000000 Penalty: 1000.000305
	Iteration 8Q: 3 clusters Score -2375321 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2376121.500000 Penalty: 1000.000305
	Iteration 9Q: 3 clusters Score -2376122 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2376893.500000 Penalty: 1000.000305
	Iteration 10Q: 3 clusters Score -2376894 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2377734.250000 Penalty: 1000.000305
	Iteration 11Q: 3 clusters Score -2377734 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2378589.500000 Penalty: 1000.000305
	Iteration 12Q: 3 clusters Score -2378590 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2379503.500000 Penalty: 1000.000305
	Iteration 13Q: 3 clusters Score -2379504 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2380317.750000 Penalty: 1000.000305
	Iteration 14Q: 3 clusters Score -2380318 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2381078.750000 Penalty: 1000.000305
	Iteration 15Q: 3 clusters Score -2381079 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2381722.750000 Penalty: 1000.000305
	Iteration 16Q: 3 clusters Score -2381723 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2382245.500000 Penalty: 1000.000305
	Iteration 17Q: 3 clusters Score -2382246 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2382614.750000 Penalty: 1000.000305
	Iteration 18Q: 3 clusters Score -2382615 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2382891.250000 Penalty: 1000.000305
	Iteration 19Q: 3 clusters Score -2382891 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2383100.250000 Penalty: 1000.000305
	Iteration 20F: 3 clusters Score -2383100 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57563 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2383257.500000 Penalty: 1000.000305
	Iteration 21Q: 3 clusters Score -2383258 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2383362.000000 Penalty: 1000.000305
	Iteration 22Q: 3 clusters Score -2383362 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58010 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2383420.000000 Penalty: 1000.000305
	Iteration 23Q: 3 clusters Score -2383420 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58150 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2383467.250000 Penalty: 1000.000305
	Iteration 24Q: 3 clusters Score -2383467 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2383509.000000 Penalty: 1000.000305
	Iteration 25Q: 3 clusters Score -2383509 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58344 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2383528.000000 Penalty: 1000.000305
	Iteration 26Q: 3 clusters Score -2383528 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58411 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2383540.500000 Penalty: 1000.000305
	Iteration 27Q: 3 clusters Score -2383540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58455 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2383563.250000 Penalty: 1000.000305
	Iteration 28Q: 3 clusters Score -2383563 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2383568.000000 Penalty: 1000.000305
	Iteration 29Q: 3 clusters Score -2383568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2383575.500000 Penalty: 1000.000305
	Iteration 30Q: 3 clusters Score -2383576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2383589.250000 Penalty: 1000.000305
	Iteration 31Q: 3 clusters Score -2383589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2383595.000000 Penalty: 1000.000305
	Iteration 32Q: 3 clusters Score -2383595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2383599.500000 Penalty: 1000.000305
	Iteration 33Q: 3 clusters Score -2383600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2383600.250000 Penalty: 1000.000305
	Iteration 34Q: 3 clusters Score -2383600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2383603.250000 Penalty: 1000.000305
	Iteration 35Q: 3 clusters Score -2383603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2383603.000000 Penalty: 1000.000305
	Iteration 36Q: 3 clusters Score -2383603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2383606.500000 Penalty: 1000.000305
	Iteration 37Q: 3 clusters Score -2383606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58660 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2383608.250000 Penalty: 1000.000305
	Iteration 38Q: 3 clusters Score -2383608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2383608.500000 Penalty: 1000.000305
	Iteration 39Q: 3 clusters Score -2383608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58670 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2383612.750000 Penalty: 1000.000305
	Iteration 40F: 3 clusters Score -2383613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58677 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2383611.000000 Penalty: 1000.000305
	Iteration 41Q: 3 clusters Score -2383611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2383615.750000 Penalty: 1000.000305
	Iteration 42Q: 3 clusters Score -2383616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2383618.000000 Penalty: 1000.000305
	Iteration 43Q: 3 clusters Score -2383618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58695 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2383620.000000 Penalty: 1000.000305
	Iteration 44Q: 3 clusters Score -2383620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2383625.250000 Penalty: 1000.000305
	Iteration 45Q: 3 clusters Score -2383625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2383622.500000 Penalty: 1000.000305
	Iteration 46Q: 3 clusters Score -2383622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2383625.250000 Penalty: 1000.000305
	Iteration 47Q: 3 clusters Score -2383625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58724 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2383623.000000 Penalty: 1000.000305
	Iteration 48Q: 3 clusters Score -2383623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2383626.500000 Penalty: 1000.000305
	Iteration 49Q: 3 clusters Score -2383626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58728 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2383626.000000 Penalty: 1000.000305
	Iteration 50Q: 3 clusters Score -2383626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2383626.000000 Penalty: 1000.000305
	Iteration 51Q: 3 clusters Score -2383626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2383626.750000 Penalty: 1000.000305
	Iteration 52Q: 3 clusters Score -2383627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2383625.750000 Penalty: 1000.000305
	Iteration 53Q: 3 clusters Score -2383626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2383625.750000 Penalty: 1000.000305
	Iteration 54F: 3 clusters Score -2383626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -16704.845703 Penalty: 274.066864
	Iteration 0F: 2 clusters Score -16704.85 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 214 members 
Entering Unmasked Estep 
Score: -16267.090820 Penalty: 548.133728
	Iteration 0F: 3 clusters Score -16267.09 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16370.642578 Penalty: 548.133728
	Iteration 1F: 3 clusters Score -16370.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16392.671875 Penalty: 548.133728
	Iteration 2F: 3 clusters Score -16392.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16401.591797 Penalty: 548.133728
	Iteration 3Q: 3 clusters Score -16401.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16408.611328 Penalty: 548.133728
	Iteration 4Q: 3 clusters Score -16408.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16411.427734 Penalty: 548.133728
	Iteration 5Q: 3 clusters Score -16411.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -16415.871094 Penalty: 548.133728
	Iteration 6Q: 3 clusters Score -16415.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -16419.884766 Penalty: 548.133728
	Iteration 7Q: 3 clusters Score -16419.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -16421.246094 Penalty: 548.133728
	Iteration 8Q: 3 clusters Score -16421.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -16423.156250 Penalty: 548.133728
	Iteration 9Q: 3 clusters Score -16423.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16424.183594 Penalty: 548.133728
	Iteration 10Q: 3 clusters Score -16424.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16424.183594 Penalty: 548.133728
	Iteration 11F: 3 clusters Score -16424.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Entering Unmasked Estep 
Score: -61081.605469 Penalty: 339.739380
	Iteration 0F: 2 clusters Score -61081.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -59801.085938 Penalty: 679.478760
	Iteration 0F: 3 clusters Score -59801.09 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -60333.199219 Penalty: 679.478760
	Iteration 1F: 3 clusters Score -60333.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -60453.367188 Penalty: 679.478760
	Iteration 2F: 3 clusters Score -60453.37 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -60599.328125 Penalty: 679.478760
	Iteration 3F: 3 clusters Score -60599.33 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -60731.824219 Penalty: 679.478760
	Iteration 4F: 3 clusters Score -60731.82 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -60822.390625 Penalty: 679.478760
	Iteration 5F: 3 clusters Score -60822.39 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -60873.281250 Penalty: 679.478760
	Iteration 6Q: 3 clusters Score -60873.28 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -60914.847656 Penalty: 679.478760
	Iteration 7Q: 3 clusters Score -60914.85 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60959.617188 Penalty: 679.478760
	Iteration 8Q: 3 clusters Score -60959.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61002.375000 Penalty: 679.478760
	Iteration 9Q: 3 clusters Score -61002.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61036.921875 Penalty: 679.478760
	Iteration 10Q: 3 clusters Score -61036.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61055.855469 Penalty: 679.478760
	Iteration 11Q: 3 clusters Score -61055.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61060.457031 Penalty: 679.478760
	Iteration 12Q: 3 clusters Score -61060.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61061.761719 Penalty: 679.478760
	Iteration 13Q: 3 clusters Score -61061.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61062.488281 Penalty: 679.478760
	Iteration 14Q: 3 clusters Score -61062.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61062.878906 Penalty: 679.478760
	Iteration 15Q: 3 clusters Score -61062.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61065.562500 Penalty: 679.478760
	Iteration 16F: 3 clusters Score -61065.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61068.789062 Penalty: 679.478760
	Iteration 17Q: 3 clusters Score -61068.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61072.671875 Penalty: 679.478760
	Iteration 18Q: 3 clusters Score -61072.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61074.250000 Penalty: 679.478760
	Iteration 19Q: 3 clusters Score -61074.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61077.292969 Penalty: 679.478760
	Iteration 20F: 3 clusters Score -61077.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61080.281250 Penalty: 679.478760
	Iteration 21Q: 3 clusters Score -61080.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61083.988281 Penalty: 679.478760
	Iteration 22Q: 3 clusters Score -61083.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61084.921875 Penalty: 679.478760
	Iteration 23Q: 3 clusters Score -61084.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61086.441406 Penalty: 679.478760
	Iteration 24Q: 3 clusters Score -61086.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61088.554688 Penalty: 679.478760
	Iteration 25Q: 3 clusters Score -61088.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61092.769531 Penalty: 679.478760
	Iteration 26Q: 3 clusters Score -61092.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61096.781250 Penalty: 679.478760
	Iteration 27Q: 3 clusters Score -61096.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61105.421875 Penalty: 679.478760
	Iteration 28Q: 3 clusters Score -61105.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61117.179688 Penalty: 679.478760
	Iteration 29Q: 3 clusters Score -61117.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61136.417969 Penalty: 679.478760
	Iteration 30Q: 3 clusters Score -61136.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -61144.949219 Penalty: 679.478760
	Iteration 31Q: 3 clusters Score -61144.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61160.417969 Penalty: 679.478760
	Iteration 32Q: 3 clusters Score -61160.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61174.917969 Penalty: 679.478760
	Iteration 33Q: 3 clusters Score -61174.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -61190.246094 Penalty: 679.478760
	Iteration 34Q: 3 clusters Score -61190.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -61203.230469 Penalty: 679.478760
	Iteration 35Q: 3 clusters Score -61203.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -61220.421875 Penalty: 679.478760
	Iteration 36Q: 3 clusters Score -61220.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -61232.375000 Penalty: 679.478760
	Iteration 37Q: 3 clusters Score -61232.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -61237.828125 Penalty: 679.478760
	Iteration 38Q: 3 clusters Score -61237.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -61240.742188 Penalty: 679.478760
	Iteration 39Q: 3 clusters Score -61240.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -61252.890625 Penalty: 679.478760
	Iteration 40F: 3 clusters Score -61252.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -61269.148438 Penalty: 679.478760
	Iteration 41Q: 3 clusters Score -61269.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -61275.406250 Penalty: 679.478760
	Iteration 42Q: 3 clusters Score -61275.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -61285.515625 Penalty: 679.478760
	Iteration 43Q: 3 clusters Score -61285.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -61293.878906 Penalty: 679.478760
	Iteration 44Q: 3 clusters Score -61293.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -61305.039062 Penalty: 679.478760
	Iteration 45Q: 3 clusters Score -61305.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -61312.035156 Penalty: 679.478760
	Iteration 46Q: 3 clusters Score -61312.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -61315.843750 Penalty: 679.478760
	Iteration 47Q: 3 clusters Score -61315.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -61318.367188 Penalty: 679.478760
	Iteration 48Q: 3 clusters Score -61318.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -61320.835938 Penalty: 679.478760
	Iteration 49Q: 3 clusters Score -61320.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -61324.914062 Penalty: 679.478760
	Iteration 50Q: 3 clusters Score -61324.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -61331.160156 Penalty: 679.478760
	Iteration 51Q: 3 clusters Score -61331.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -61333.863281 Penalty: 679.478760
	Iteration 52Q: 3 clusters Score -61333.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -61335.886719 Penalty: 679.478760
	Iteration 53Q: 3 clusters Score -61335.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -61337.789062 Penalty: 679.478760
	Iteration 54Q: 3 clusters Score -61337.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -61340.968750 Penalty: 679.478760
	Iteration 55Q: 3 clusters Score -61340.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -61342.253906 Penalty: 679.478760
	Iteration 56Q: 3 clusters Score -61342.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -61343.351562 Penalty: 679.478760
	Iteration 57Q: 3 clusters Score -61343.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -61344.082031 Penalty: 679.478760
	Iteration 58Q: 3 clusters Score -61344.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -61344.644531 Penalty: 679.478760
	Iteration 59Q: 3 clusters Score -61344.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -61345.171875 Penalty: 679.478760
	Iteration 60F: 3 clusters Score -61345.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -61345.289062 Penalty: 679.478760
	Iteration 61Q: 3 clusters Score -61345.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -61345.289062 Penalty: 679.478760
	Iteration 62F: 3 clusters Score -61345.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2160 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 226236 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 1822 members 
Mstep: Class 8 contains 26705 members 
Mstep: Class 9 contains 260 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 284244 members 
Mstep: Class 13 contains 3443 members 
Mstep: Class 14 contains 59220 members 
Mstep: Class 15 contains 413 members 
Mstep: Class 16 contains 1130 members 
Mstep: Class 17 contains 6431 members 
Mstep: Class 18 contains 3484 members 
Mstep: Class 19 contains 19311 members 
Mstep: Class 20 contains 4391 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3240 members 
Mstep: Class 24 contains 3104 members 
Mstep: Class 25 contains 13766 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 4614 members 
Mstep: Class 28 contains 7377 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 26926 members 
Mstep: Class 32 contains 619 members 
Entering Unmasked Estep 
Score: -28345306.000000 Penalty: 19657.162109
Splitting cluster 16 changes total score from -28343954.000000 to -28345306.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (6431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Entering Unmasked Estep 
Score: -252795.000000 Penalty: 398.984283
	Iteration 0F: 2 clusters Score -252795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -248482.984375 Penalty: 797.968567
	Iteration 0F: 3 clusters Score -248483 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -250476.687500 Penalty: 797.968567
	Iteration 1F: 3 clusters Score -250476.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -250882.937500 Penalty: 797.968567
	Iteration 2F: 3 clusters Score -250882.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -251233.015625 Penalty: 797.968567
	Iteration 3F: 3 clusters Score -251233 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -251521.062500 Penalty: 797.968567
	Iteration 4F: 3 clusters Score -251521.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -251755.718750 Penalty: 797.968567
	Iteration 5F: 3 clusters Score -251755.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -251932.140625 Penalty: 797.968567
	Iteration 6Q: 3 clusters Score -251932.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -252039.843750 Penalty: 797.968567
	Iteration 7Q: 3 clusters Score -252039.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -252102.937500 Penalty: 797.968567
	Iteration 8Q: 3 clusters Score -252102.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -252135.390625 Penalty: 797.968567
	Iteration 9Q: 3 clusters Score -252135.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -252151.828125 Penalty: 797.968567
	Iteration 10Q: 3 clusters Score -252151.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -252171.968750 Penalty: 797.968567
	Iteration 11Q: 3 clusters Score -252172 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -252192.687500 Penalty: 797.968567
	Iteration 12Q: 3 clusters Score -252192.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -252206.625000 Penalty: 797.968567
	Iteration 13Q: 3 clusters Score -252206.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -252220.687500 Penalty: 797.968567
	Iteration 14Q: 3 clusters Score -252220.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -252238.421875 Penalty: 797.968567
	Iteration 15Q: 3 clusters Score -252238.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -252255.812500 Penalty: 797.968567
	Iteration 16Q: 3 clusters Score -252255.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -252273.468750 Penalty: 797.968567
	Iteration 17Q: 3 clusters Score -252273.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -252288.203125 Penalty: 797.968567
	Iteration 18Q: 3 clusters Score -252288.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -252308.593750 Penalty: 797.968567
	Iteration 19Q: 3 clusters Score -252308.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -252335.890625 Penalty: 797.968567
	Iteration 20F: 3 clusters Score -252335.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -252363.421875 Penalty: 797.968567
	Iteration 21Q: 3 clusters Score -252363.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -252395.140625 Penalty: 797.968567
	Iteration 22Q: 3 clusters Score -252395.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -252415.453125 Penalty: 797.968567
	Iteration 23Q: 3 clusters Score -252415.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -252436.703125 Penalty: 797.968567
	Iteration 24Q: 3 clusters Score -252436.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -252451.046875 Penalty: 797.968567
	Iteration 25Q: 3 clusters Score -252451 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -252461.765625 Penalty: 797.968567
	Iteration 26Q: 3 clusters Score -252461.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -252470.062500 Penalty: 797.968567
	Iteration 27Q: 3 clusters Score -252470.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -252476.093750 Penalty: 797.968567
	Iteration 28Q: 3 clusters Score -252476.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -252480.640625 Penalty: 797.968567
	Iteration 29Q: 3 clusters Score -252480.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -252486.421875 Penalty: 797.968567
	Iteration 30Q: 3 clusters Score -252486.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -252491.031250 Penalty: 797.968567
	Iteration 31Q: 3 clusters Score -252491 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -252498.343750 Penalty: 797.968567
	Iteration 32Q: 3 clusters Score -252498.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -252504.343750 Penalty: 797.968567
	Iteration 33Q: 3 clusters Score -252504.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -252508.750000 Penalty: 797.968567
	Iteration 34Q: 3 clusters Score -252508.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -252512.968750 Penalty: 797.968567
	Iteration 35Q: 3 clusters Score -252513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -252515.125000 Penalty: 797.968567
	Iteration 36Q: 3 clusters Score -252515.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -252515.906250 Penalty: 797.968567
	Iteration 37Q: 3 clusters Score -252515.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -252516.765625 Penalty: 797.968567
	Iteration 38Q: 3 clusters Score -252516.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -252518.765625 Penalty: 797.968567
	Iteration 39Q: 3 clusters Score -252518.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -252519.109375 Penalty: 797.968567
	Iteration 40F: 3 clusters Score -252519.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -252519.828125 Penalty: 797.968567
	Iteration 41Q: 3 clusters Score -252519.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -252520.875000 Penalty: 797.968567
	Iteration 42Q: 3 clusters Score -252520.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -252521.359375 Penalty: 797.968567
	Iteration 43Q: 3 clusters Score -252521.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -252522.718750 Penalty: 797.968567
	Iteration 44Q: 3 clusters Score -252522.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -252523.031250 Penalty: 797.968567
	Iteration 45Q: 3 clusters Score -252523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -252523.062500 Penalty: 797.968567
	Iteration 46Q: 3 clusters Score -252523.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -252523.156250 Penalty: 797.968567
	Iteration 47Q: 3 clusters Score -252523.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -252523.140625 Penalty: 797.968567
	Iteration 48Q: 3 clusters Score -252523.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -252523.140625 Penalty: 797.968567
	Iteration 49F: 3 clusters Score -252523.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Entering Unmasked Estep 
Score: -140232.250000 Penalty: 371.095093
	Iteration 0F: 2 clusters Score -140232.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -137866.703125 Penalty: 742.190186
	Iteration 0F: 3 clusters Score -137866.7 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -138901.796875 Penalty: 742.190186
	Iteration 1F: 3 clusters Score -138901.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -139147.968750 Penalty: 742.190186
	Iteration 2F: 3 clusters Score -139148 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -139364.718750 Penalty: 742.190186
	Iteration 3F: 3 clusters Score -139364.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -139556.218750 Penalty: 742.190186
	Iteration 4F: 3 clusters Score -139556.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -139703.562500 Penalty: 742.190186
	Iteration 5Q: 3 clusters Score -139703.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -139815.281250 Penalty: 742.190186
	Iteration 6Q: 3 clusters Score -139815.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -139893.296875 Penalty: 742.190186
	Iteration 7Q: 3 clusters Score -139893.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -139929.406250 Penalty: 742.190186
	Iteration 8Q: 3 clusters Score -139929.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -139949.500000 Penalty: 742.190186
	Iteration 9Q: 3 clusters Score -139949.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -139962.578125 Penalty: 742.190186
	Iteration 10Q: 3 clusters Score -139962.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -139975.843750 Penalty: 742.190186
	Iteration 11Q: 3 clusters Score -139975.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -139980.812500 Penalty: 742.190186
	Iteration 12Q: 3 clusters Score -139980.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -139985.765625 Penalty: 742.190186
	Iteration 13Q: 3 clusters Score -139985.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -139990.187500 Penalty: 742.190186
	Iteration 14Q: 3 clusters Score -139990.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -139995.812500 Penalty: 742.190186
	Iteration 15Q: 3 clusters Score -139995.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -140000.734375 Penalty: 742.190186
	Iteration 16Q: 3 clusters Score -140000.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -140007.671875 Penalty: 742.190186
	Iteration 17Q: 3 clusters Score -140007.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -140011.203125 Penalty: 742.190186
	Iteration 18Q: 3 clusters Score -140011.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -140012.921875 Penalty: 742.190186
	Iteration 19Q: 3 clusters Score -140012.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -140015.578125 Penalty: 742.190186
	Iteration 20F: 3 clusters Score -140015.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -140018.156250 Penalty: 742.190186
	Iteration 21Q: 3 clusters Score -140018.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -140020.703125 Penalty: 742.190186
	Iteration 22Q: 3 clusters Score -140020.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -140022.359375 Penalty: 742.190186
	Iteration 23Q: 3 clusters Score -140022.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -140022.875000 Penalty: 742.190186
	Iteration 24Q: 3 clusters Score -140022.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -140023.062500 Penalty: 742.190186
	Iteration 25Q: 3 clusters Score -140023.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -140023.062500 Penalty: 742.190186
	Iteration 26F: 3 clusters Score -140023.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Entering Unmasked Estep 
Score: -764448.812500 Penalty: 449.013580
	Iteration 0F: 2 clusters Score -764448.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -751582.937500 Penalty: 898.027161
	Iteration 0F: 3 clusters Score -751582.9 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -757266.750000 Penalty: 898.027161
	Iteration 1F: 3 clusters Score -757266.8 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -758204.125000 Penalty: 898.027161
	Iteration 2F: 3 clusters Score -758204.1 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -759639.625000 Penalty: 898.027161
	Iteration 3F: 3 clusters Score -759639.6 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -761286.250000 Penalty: 898.027161
	Iteration 4F: 3 clusters Score -761286.2 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -762525.000000 Penalty: 898.027161
	Iteration 5F: 3 clusters Score -762525 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -763312.312500 Penalty: 898.027161
	Iteration 6Q: 3 clusters Score -763312.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -763741.812500 Penalty: 898.027161
	Iteration 7Q: 3 clusters Score -763741.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -763904.312500 Penalty: 898.027161
	Iteration 8Q: 3 clusters Score -763904.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -763962.875000 Penalty: 898.027161
	Iteration 9Q: 3 clusters Score -763962.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -764004.812500 Penalty: 898.027161
	Iteration 10Q: 3 clusters Score -764004.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -764036.875000 Penalty: 898.027161
	Iteration 11Q: 3 clusters Score -764036.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -764056.375000 Penalty: 898.027161
	Iteration 12Q: 3 clusters Score -764056.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -764071.125000 Penalty: 898.027161
	Iteration 13Q: 3 clusters Score -764071.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -764089.687500 Penalty: 898.027161
	Iteration 14Q: 3 clusters Score -764089.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -764108.375000 Penalty: 898.027161
	Iteration 15Q: 3 clusters Score -764108.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -764141.687500 Penalty: 898.027161
	Iteration 16Q: 3 clusters Score -764141.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -764171.250000 Penalty: 898.027161
	Iteration 17Q: 3 clusters Score -764171.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -764194.500000 Penalty: 898.027161
	Iteration 18Q: 3 clusters Score -764194.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -764207.875000 Penalty: 898.027161
	Iteration 19Q: 3 clusters Score -764207.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -764218.187500 Penalty: 898.027161
	Iteration 20F: 3 clusters Score -764218.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -764231.000000 Penalty: 898.027161
	Iteration 21Q: 3 clusters Score -764231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -764241.750000 Penalty: 898.027161
	Iteration 22Q: 3 clusters Score -764241.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -764251.750000 Penalty: 898.027161
	Iteration 23Q: 3 clusters Score -764251.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -764261.625000 Penalty: 898.027161
	Iteration 24Q: 3 clusters Score -764261.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -764272.687500 Penalty: 898.027161
	Iteration 25Q: 3 clusters Score -764272.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -764283.562500 Penalty: 898.027161
	Iteration 26Q: 3 clusters Score -764283.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -764291.437500 Penalty: 898.027161
	Iteration 27Q: 3 clusters Score -764291.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -764296.500000 Penalty: 898.027161
	Iteration 28Q: 3 clusters Score -764296.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -764302.937500 Penalty: 898.027161
	Iteration 29Q: 3 clusters Score -764302.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -764311.625000 Penalty: 898.027161
	Iteration 30Q: 3 clusters Score -764311.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -764318.062500 Penalty: 898.027161
	Iteration 31Q: 3 clusters Score -764318.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -764319.750000 Penalty: 898.027161
	Iteration 32Q: 3 clusters Score -764319.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -764322.375000 Penalty: 898.027161
	Iteration 33Q: 3 clusters Score -764322.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -764326.000000 Penalty: 898.027161
	Iteration 34Q: 3 clusters Score -764326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -764329.750000 Penalty: 898.027161
	Iteration 35Q: 3 clusters Score -764329.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -764335.312500 Penalty: 898.027161
	Iteration 36Q: 3 clusters Score -764335.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -764342.625000 Penalty: 898.027161
	Iteration 37Q: 3 clusters Score -764342.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -764351.125000 Penalty: 898.027161
	Iteration 38Q: 3 clusters Score -764351.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -764356.562500 Penalty: 898.027161
	Iteration 39Q: 3 clusters Score -764356.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -764368.375000 Penalty: 898.027161
	Iteration 40F: 3 clusters Score -764368.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -764381.687500 Penalty: 898.027161
	Iteration 41Q: 3 clusters Score -764381.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -764392.500000 Penalty: 898.027161
	Iteration 42Q: 3 clusters Score -764392.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -764409.000000 Penalty: 898.027161
	Iteration 43Q: 3 clusters Score -764409 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -764421.250000 Penalty: 898.027161
	Iteration 44Q: 3 clusters Score -764421.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -764426.500000 Penalty: 898.027161
	Iteration 45Q: 3 clusters Score -764426.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -764430.250000 Penalty: 898.027161
	Iteration 46Q: 3 clusters Score -764430.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -764434.062500 Penalty: 898.027161
	Iteration 47Q: 3 clusters Score -764434.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -764438.812500 Penalty: 898.027161
	Iteration 48Q: 3 clusters Score -764438.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -764442.125000 Penalty: 898.027161
	Iteration 49Q: 3 clusters Score -764442.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -764442.625000 Penalty: 898.027161
	Iteration 50Q: 3 clusters Score -764442.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -764442.562500 Penalty: 898.027161
	Iteration 51Q: 3 clusters Score -764442.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -764443.125000 Penalty: 898.027161
	Iteration 52Q: 3 clusters Score -764443.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -764443.687500 Penalty: 898.027161
	Iteration 53Q: 3 clusters Score -764443.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -764445.250000 Penalty: 898.027161
	Iteration 54Q: 3 clusters Score -764445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -764444.437500 Penalty: 898.027161
	Iteration 55Q: 3 clusters Score -764444.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -764445.500000 Penalty: 898.027161
	Iteration 56Q: 3 clusters Score -764445.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -764445.500000 Penalty: 898.027161
	Iteration 57F: 3 clusters Score -764445.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -171760.453125 Penalty: 381.622681
	Iteration 0F: 2 clusters Score -171760.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -168768.843750 Penalty: 763.245361
	Iteration 0F: 3 clusters Score -168768.8 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -169847.593750 Penalty: 763.245361
	Iteration 1F: 3 clusters Score -169847.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -169991.046875 Penalty: 763.245361
	Iteration 2F: 3 clusters Score -169991 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -170189.937500 Penalty: 763.245361
	Iteration 3F: 3 clusters Score -170189.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -170429.031250 Penalty: 763.245361
	Iteration 4F: 3 clusters Score -170429 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -170661.890625 Penalty: 763.245361
	Iteration 5F: 3 clusters Score -170661.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -170878.359375 Penalty: 763.245361
	Iteration 6F: 3 clusters Score -170878.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -171068.812500 Penalty: 763.245361
	Iteration 7F: 3 clusters Score -171068.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -171211.593750 Penalty: 763.245361
	Iteration 8Q: 3 clusters Score -171211.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -171312.093750 Penalty: 763.245361
	Iteration 9Q: 3 clusters Score -171312.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -171368.703125 Penalty: 763.245361
	Iteration 10Q: 3 clusters Score -171368.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -171415.078125 Penalty: 763.245361
	Iteration 11Q: 3 clusters Score -171415.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -171457.234375 Penalty: 763.245361
	Iteration 12Q: 3 clusters Score -171457.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -171489.078125 Penalty: 763.245361
	Iteration 13Q: 3 clusters Score -171489.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -171527.687500 Penalty: 763.245361
	Iteration 14Q: 3 clusters Score -171527.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -171574.015625 Penalty: 763.245361
	Iteration 15Q: 3 clusters Score -171574 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -171620.984375 Penalty: 763.245361
	Iteration 16Q: 3 clusters Score -171621 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -171663.843750 Penalty: 763.245361
	Iteration 17Q: 3 clusters Score -171663.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -171696.812500 Penalty: 763.245361
	Iteration 18Q: 3 clusters Score -171696.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -171717.718750 Penalty: 763.245361
	Iteration 19Q: 3 clusters Score -171717.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -171730.828125 Penalty: 763.245361
	Iteration 20F: 3 clusters Score -171730.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -171739.281250 Penalty: 763.245361
	Iteration 21Q: 3 clusters Score -171739.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -171743.531250 Penalty: 763.245361
	Iteration 22Q: 3 clusters Score -171743.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -171747.734375 Penalty: 763.245361
	Iteration 23Q: 3 clusters Score -171747.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -171749.859375 Penalty: 763.245361
	Iteration 24Q: 3 clusters Score -171749.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -171752.140625 Penalty: 763.245361
	Iteration 25Q: 3 clusters Score -171752.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -171754.609375 Penalty: 763.245361
	Iteration 26Q: 3 clusters Score -171754.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -171757.765625 Penalty: 763.245361
	Iteration 27Q: 3 clusters Score -171757.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -171761.156250 Penalty: 763.245361
	Iteration 28Q: 3 clusters Score -171761.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -171766.593750 Penalty: 763.245361
	Iteration 29Q: 3 clusters Score -171766.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -171768.156250 Penalty: 763.245361
	Iteration 30Q: 3 clusters Score -171768.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -171768.718750 Penalty: 763.245361
	Iteration 31Q: 3 clusters Score -171768.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -171769.734375 Penalty: 763.245361
	Iteration 32Q: 3 clusters Score -171769.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -171770.250000 Penalty: 763.245361
	Iteration 33Q: 3 clusters Score -171770.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -171771.640625 Penalty: 763.245361
	Iteration 34Q: 3 clusters Score -171771.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -171771.796875 Penalty: 763.245361
	Iteration 35Q: 3 clusters Score -171771.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -171772.171875 Penalty: 763.245361
	Iteration 36Q: 3 clusters Score -171772.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -171772.093750 Penalty: 763.245361
	Iteration 37Q: 3 clusters Score -171772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -171772.156250 Penalty: 763.245361
	Iteration 38Q: 3 clusters Score -171772.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -171772.312500 Penalty: 763.245361
	Iteration 39Q: 3 clusters Score -171772.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -171773.156250 Penalty: 763.245361
	Iteration 40F: 3 clusters Score -171773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -171773.203125 Penalty: 763.245361
	Iteration 41Q: 3 clusters Score -171773.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -171773.484375 Penalty: 763.245361
	Iteration 42Q: 3 clusters Score -171773.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -171773.593750 Penalty: 763.245361
	Iteration 43Q: 3 clusters Score -171773.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -171773.625000 Penalty: 763.245361
	Iteration 44Q: 3 clusters Score -171773.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -171773.625000 Penalty: 763.245361
	Iteration 45F: 3 clusters Score -171773.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2160 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 226236 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 1822 members 
Mstep: Class 8 contains 26705 members 
Mstep: Class 9 contains 260 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 284244 members 
Mstep: Class 13 contains 3443 members 
Mstep: Class 14 contains 59220 members 
Mstep: Class 15 contains 413 members 
Mstep: Class 16 contains 1130 members 
Mstep: Class 17 contains 6431 members 
Mstep: Class 18 contains 3484 members 
Mstep: Class 19 contains 19311 members 
Mstep: Class 20 contains 3986 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 3240 members 
Mstep: Class 24 contains 3104 members 
Mstep: Class 25 contains 13766 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 4614 members 
Mstep: Class 28 contains 7377 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 26926 members 
Mstep: Class 32 contains 619 members 
Mstep: Class 33 contains 405 members 
Entering Unmasked Estep 
Score: -28345104.000000 Penalty: 20271.449219
Splitting cluster 20 changes total score from -28343954.000000 to -28345104.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (2019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Entering Unmasked Estep 
Score: -69949.789062 Penalty: 346.271271
	Iteration 0F: 2 clusters Score -69949.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -68492.976562 Penalty: 692.542542
	Iteration 0F: 3 clusters Score -68492.98 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -69019.343750 Penalty: 692.542542
	Iteration 1F: 3 clusters Score -69019.34 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -69094.632812 Penalty: 692.542542
	Iteration 2F: 3 clusters Score -69094.63 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -69168.625000 Penalty: 692.542542
	Iteration 3F: 3 clusters Score -69168.62 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -69244.617188 Penalty: 692.542542
	Iteration 4Q: 3 clusters Score -69244.62 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -69313.875000 Penalty: 692.542542
	Iteration 5Q: 3 clusters Score -69313.88 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -69409.960938 Penalty: 692.542542
	Iteration 6Q: 3 clusters Score -69409.96 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -69494.632812 Penalty: 692.542542
	Iteration 7Q: 3 clusters Score -69494.63 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -69562.750000 Penalty: 692.542542
	Iteration 8Q: 3 clusters Score -69562.75 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -69632.226562 Penalty: 692.542542
	Iteration 9Q: 3 clusters Score -69632.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -69690.156250 Penalty: 692.542542
	Iteration 10Q: 3 clusters Score -69690.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -69710.625000 Penalty: 692.542542
	Iteration 11Q: 3 clusters Score -69710.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -69722.554688 Penalty: 692.542542
	Iteration 12Q: 3 clusters Score -69722.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -69731.218750 Penalty: 692.542542
	Iteration 13Q: 3 clusters Score -69731.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -69737.421875 Penalty: 692.542542
	Iteration 14Q: 3 clusters Score -69737.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -69741.093750 Penalty: 692.542542
	Iteration 15Q: 3 clusters Score -69741.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -69742.023438 Penalty: 692.542542
	Iteration 16Q: 3 clusters Score -69742.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -69742.648438 Penalty: 692.542542
	Iteration 17Q: 3 clusters Score -69742.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -69743.945312 Penalty: 692.542542
	Iteration 18Q: 3 clusters Score -69743.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -69744.804688 Penalty: 692.542542
	Iteration 19Q: 3 clusters Score -69744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -69745.554688 Penalty: 692.542542
	Iteration 20F: 3 clusters Score -69745.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -69746.492188 Penalty: 692.542542
	Iteration 21Q: 3 clusters Score -69746.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -69746.679688 Penalty: 692.542542
	Iteration 22Q: 3 clusters Score -69746.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -69746.679688 Penalty: 692.542542
	Iteration 23F: 3 clusters Score -69746.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Entering Unmasked Estep 
Score: -84919.304688 Penalty: 346.675140
	Iteration 0F: 2 clusters Score -84919.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -83421.851562 Penalty: 693.350281
	Iteration 0F: 3 clusters Score -83421.85 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -83934.148438 Penalty: 693.350281
	Iteration 1F: 3 clusters Score -83934.15 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -84008.148438 Penalty: 693.350281
	Iteration 2F: 3 clusters Score -84008.15 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -84073.835938 Penalty: 693.350281
	Iteration 3F: 3 clusters Score -84073.84 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -84139.039062 Penalty: 693.350281
	Iteration 4Q: 3 clusters Score -84139.04 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -84215.695312 Penalty: 693.350281
	Iteration 5F: 3 clusters Score -84215.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -84282.257812 Penalty: 693.350281
	Iteration 6Q: 3 clusters Score -84282.26 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -84334.296875 Penalty: 693.350281
	Iteration 7Q: 3 clusters Score -84334.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -84386.546875 Penalty: 693.350281
	Iteration 8Q: 3 clusters Score -84386.55 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -84423.593750 Penalty: 693.350281
	Iteration 9Q: 3 clusters Score -84423.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -84452.148438 Penalty: 693.350281
	Iteration 10Q: 3 clusters Score -84452.15 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -84479.132812 Penalty: 693.350281
	Iteration 11Q: 3 clusters Score -84479.13 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -84500.406250 Penalty: 693.350281
	Iteration 12Q: 3 clusters Score -84500.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -84518.273438 Penalty: 693.350281
	Iteration 13Q: 3 clusters Score -84518.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -84531.531250 Penalty: 693.350281
	Iteration 14Q: 3 clusters Score -84531.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -84543.132812 Penalty: 693.350281
	Iteration 15Q: 3 clusters Score -84543.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -84553.179688 Penalty: 693.350281
	Iteration 16Q: 3 clusters Score -84553.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -84557.460938 Penalty: 693.350281
	Iteration 17Q: 3 clusters Score -84557.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -84559.460938 Penalty: 693.350281
	Iteration 18Q: 3 clusters Score -84559.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -84560.992188 Penalty: 693.350281
	Iteration 19Q: 3 clusters Score -84560.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -84562.539062 Penalty: 693.350281
	Iteration 20F: 3 clusters Score -84562.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -84563.085938 Penalty: 693.350281
	Iteration 21Q: 3 clusters Score -84563.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -84563.250000 Penalty: 693.350281
	Iteration 22Q: 3 clusters Score -84563.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -84563.585938 Penalty: 693.350281
	Iteration 23Q: 3 clusters Score -84563.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -84563.859375 Penalty: 693.350281
	Iteration 24Q: 3 clusters Score -84563.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -84564.132812 Penalty: 693.350281
	Iteration 25Q: 3 clusters Score -84564.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -84564.421875 Penalty: 693.350281
	Iteration 26Q: 3 clusters Score -84564.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -84564.742188 Penalty: 693.350281
	Iteration 27Q: 3 clusters Score -84564.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -84566.609375 Penalty: 693.350281
	Iteration 28Q: 3 clusters Score -84566.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -84569.609375 Penalty: 693.350281
	Iteration 29Q: 3 clusters Score -84569.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -84572.515625 Penalty: 693.350281
	Iteration 30Q: 3 clusters Score -84572.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -84574.164062 Penalty: 693.350281
	Iteration 31Q: 3 clusters Score -84574.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -84575.023438 Penalty: 693.350281
	Iteration 32Q: 3 clusters Score -84575.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -84576.585938 Penalty: 693.350281
	Iteration 33Q: 3 clusters Score -84576.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -84578.726562 Penalty: 693.350281
	Iteration 34Q: 3 clusters Score -84578.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -84581.250000 Penalty: 693.350281
	Iteration 35Q: 3 clusters Score -84581.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -84584.523438 Penalty: 693.350281
	Iteration 36Q: 3 clusters Score -84584.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -84589.156250 Penalty: 693.350281
	Iteration 37Q: 3 clusters Score -84589.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -84592.250000 Penalty: 693.350281
	Iteration 38Q: 3 clusters Score -84592.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -84595.937500 Penalty: 693.350281
	Iteration 39Q: 3 clusters Score -84595.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -84601.328125 Penalty: 693.350281
	Iteration 40F: 3 clusters Score -84601.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -84603.296875 Penalty: 693.350281
	Iteration 41Q: 3 clusters Score -84603.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -84604.718750 Penalty: 693.350281
	Iteration 42Q: 3 clusters Score -84604.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -84605.562500 Penalty: 693.350281
	Iteration 43Q: 3 clusters Score -84605.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -84605.742188 Penalty: 693.350281
	Iteration 44Q: 3 clusters Score -84605.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -84606.140625 Penalty: 693.350281
	Iteration 45Q: 3 clusters Score -84606.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -84606.796875 Penalty: 693.350281
	Iteration 46Q: 3 clusters Score -84606.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -84609.437500 Penalty: 693.350281
	Iteration 47Q: 3 clusters Score -84609.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -84611.367188 Penalty: 693.350281
	Iteration 48Q: 3 clusters Score -84611.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -84613.921875 Penalty: 693.350281
	Iteration 49Q: 3 clusters Score -84613.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -84616.828125 Penalty: 693.350281
	Iteration 50Q: 3 clusters Score -84616.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -84622.031250 Penalty: 693.350281
	Iteration 51Q: 3 clusters Score -84622.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -84626.250000 Penalty: 693.350281
	Iteration 52Q: 3 clusters Score -84626.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -84630.093750 Penalty: 693.350281
	Iteration 53Q: 3 clusters Score -84630.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -84631.070312 Penalty: 693.350281
	Iteration 54Q: 3 clusters Score -84631.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -84631.984375 Penalty: 693.350281
	Iteration 55Q: 3 clusters Score -84631.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -84633.351562 Penalty: 693.350281
	Iteration 56Q: 3 clusters Score -84633.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -84635.085938 Penalty: 693.350281
	Iteration 57Q: 3 clusters Score -84635.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -84636.125000 Penalty: 693.350281
	Iteration 58Q: 3 clusters Score -84636.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -84636.390625 Penalty: 693.350281
	Iteration 59Q: 3 clusters Score -84636.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -84636.492188 Penalty: 693.350281
	Iteration 60F: 3 clusters Score -84636.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Entering Unmasked Estep 
Score: -125167.664062 Penalty: 367.791443
	Iteration 0F: 2 clusters Score -125167.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -122952.617188 Penalty: 735.582886
	Iteration 0F: 3 clusters Score -122952.6 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -123968.703125 Penalty: 735.582886
	Iteration 1F: 3 clusters Score -123968.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -124438.773438 Penalty: 735.582886
	Iteration 2F: 3 clusters Score -124438.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -124979.335938 Penalty: 735.582886
	Iteration 3F: 3 clusters Score -124979.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -125383.359375 Penalty: 735.582886
	Iteration 4F: 3 clusters Score -125383.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -125524.929688 Penalty: 735.582886
	Iteration 5Q: 3 clusters Score -125524.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -125571.632812 Penalty: 735.582886
	Iteration 6Q: 3 clusters Score -125571.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -125590.468750 Penalty: 735.582886
	Iteration 7Q: 3 clusters Score -125590.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -125599.203125 Penalty: 735.582886
	Iteration 8Q: 3 clusters Score -125599.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -125600.859375 Penalty: 735.582886
	Iteration 9Q: 3 clusters Score -125600.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -125601.335938 Penalty: 735.582886
	Iteration 10Q: 3 clusters Score -125601.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -125601.335938 Penalty: 735.582886
	Iteration 11Q: 3 clusters Score -125601.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -125601.335938 Penalty: 735.582886
	Iteration 12F: 3 clusters Score -125601.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2160 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 226236 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 1822 members 
Mstep: Class 8 contains 26705 members 
Mstep: Class 9 contains 260 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 284244 members 
Mstep: Class 13 contains 3443 members 
Mstep: Class 14 contains 59220 members 
Mstep: Class 15 contains 413 members 
Mstep: Class 16 contains 1130 members 
Mstep: Class 17 contains 6431 members 
Mstep: Class 18 contains 3484 members 
Mstep: Class 19 contains 19311 members 
Mstep: Class 20 contains 3986 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 1711 members 
Mstep: Class 24 contains 3104 members 
Mstep: Class 25 contains 13766 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 4614 members 
Mstep: Class 28 contains 7377 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 26926 members 
Mstep: Class 32 contains 619 members 
Mstep: Class 33 contains 405 members 
Mstep: Class 34 contains 1529 members 
Entering Unmasked Estep 
Score: -28345274.000000 Penalty: 20885.734375
Splitting cluster 23 changes total score from -28343954.000000 to -28345274.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 24 (3104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Entering Unmasked Estep 
Score: -105623.351562 Penalty: 365.840363
	Iteration 0F: 2 clusters Score -105623.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -103526.250000 Penalty: 731.680725
	Iteration 0F: 3 clusters Score -103526.2 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -104563.250000 Penalty: 731.680725
	Iteration 1F: 3 clusters Score -104563.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -104851.492188 Penalty: 731.680725
	Iteration 2F: 3 clusters Score -104851.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -105189.140625 Penalty: 731.680725
	Iteration 3F: 3 clusters Score -105189.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -105490.554688 Penalty: 731.680725
	Iteration 4F: 3 clusters Score -105490.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -105653.617188 Penalty: 731.680725
	Iteration 5F: 3 clusters Score -105653.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -105731.460938 Penalty: 731.680725
	Iteration 6Q: 3 clusters Score -105731.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -105771.421875 Penalty: 731.680725
	Iteration 7Q: 3 clusters Score -105771.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -105801.804688 Penalty: 731.680725
	Iteration 8Q: 3 clusters Score -105801.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -105838.421875 Penalty: 731.680725
	Iteration 9Q: 3 clusters Score -105838.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -105870.585938 Penalty: 731.680725
	Iteration 10Q: 3 clusters Score -105870.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -105899.148438 Penalty: 731.680725
	Iteration 11Q: 3 clusters Score -105899.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -105918.468750 Penalty: 731.680725
	Iteration 12Q: 3 clusters Score -105918.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -105930.031250 Penalty: 731.680725
	Iteration 13Q: 3 clusters Score -105930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -105938.390625 Penalty: 731.680725
	Iteration 14Q: 3 clusters Score -105938.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -105940.484375 Penalty: 731.680725
	Iteration 15Q: 3 clusters Score -105940.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -105942.578125 Penalty: 731.680725
	Iteration 16Q: 3 clusters Score -105942.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -105944.359375 Penalty: 731.680725
	Iteration 17Q: 3 clusters Score -105944.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -105945.648438 Penalty: 731.680725
	Iteration 18Q: 3 clusters Score -105945.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -105951.718750 Penalty: 731.680725
	Iteration 19Q: 3 clusters Score -105951.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -105960.875000 Penalty: 731.680725
	Iteration 20F: 3 clusters Score -105960.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -105967.484375 Penalty: 731.680725
	Iteration 21Q: 3 clusters Score -105967.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -105972.164062 Penalty: 731.680725
	Iteration 22Q: 3 clusters Score -105972.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -105984.781250 Penalty: 731.680725
	Iteration 23Q: 3 clusters Score -105984.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -106007.679688 Penalty: 731.680725
	Iteration 24Q: 3 clusters Score -106007.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -106063.937500 Penalty: 731.680725
	Iteration 25Q: 3 clusters Score -106063.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -106178.656250 Penalty: 731.680725
	Iteration 26Q: 3 clusters Score -106178.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -106278.281250 Penalty: 731.680725
	Iteration 27Q: 3 clusters Score -106278.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -106377.781250 Penalty: 731.680725
	Iteration 28Q: 3 clusters Score -106377.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -106437.085938 Penalty: 731.680725
	Iteration 29Q: 3 clusters Score -106437.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -106456.921875 Penalty: 731.680725
	Iteration 30Q: 3 clusters Score -106456.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -106469.125000 Penalty: 731.680725
	Iteration 31Q: 3 clusters Score -106469.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -106482.500000 Penalty: 731.680725
	Iteration 32Q: 3 clusters Score -106482.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -106490.593750 Penalty: 731.680725
	Iteration 33Q: 3 clusters Score -106490.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -106492.968750 Penalty: 731.680725
	Iteration 34Q: 3 clusters Score -106493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -106494.367188 Penalty: 731.680725
	Iteration 35Q: 3 clusters Score -106494.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -106495.960938 Penalty: 731.680725
	Iteration 36Q: 3 clusters Score -106496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -106497.242188 Penalty: 731.680725
	Iteration 37Q: 3 clusters Score -106497.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -106498.914062 Penalty: 731.680725
	Iteration 38Q: 3 clusters Score -106498.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -106499.648438 Penalty: 731.680725
	Iteration 39Q: 3 clusters Score -106499.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -106499.929688 Penalty: 731.680725
	Iteration 40F: 3 clusters Score -106499.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2160 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 226236 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 1822 members 
Mstep: Class 8 contains 26705 members 
Mstep: Class 9 contains 260 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 284244 members 
Mstep: Class 13 contains 3443 members 
Mstep: Class 14 contains 59220 members 
Mstep: Class 15 contains 413 members 
Mstep: Class 16 contains 1130 members 
Mstep: Class 17 contains 6431 members 
Mstep: Class 18 contains 3484 members 
Mstep: Class 19 contains 19311 members 
Mstep: Class 20 contains 3986 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 1711 members 
Mstep: Class 24 contains 956 members 
Mstep: Class 25 contains 13766 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 4614 members 
Mstep: Class 28 contains 7377 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 26926 members 
Mstep: Class 32 contains 619 members 
Mstep: Class 33 contains 405 members 
Mstep: Class 34 contains 1529 members 
Mstep: Class 35 contains 2148 members 
Entering Unmasked Estep 
Score: -28345912.000000 Penalty: 21500.021484
Splitting cluster 24 changes total score from -28343954.000000 to -28345912.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 25 (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: -530024.062500 Penalty: 433.613037
	Iteration 0F: 2 clusters Score -530024.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -520917.937500 Penalty: 867.226074
	Iteration 0F: 3 clusters Score -520917.9 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -524983.125000 Penalty: 867.226074
	Iteration 1F: 3 clusters Score -524983.1 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -525593.375000 Penalty: 867.226074
	Iteration 2F: 3 clusters Score -525593.4 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -526382.125000 Penalty: 867.226074
	Iteration 3F: 3 clusters Score -526382.1 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -527158.937500 Penalty: 867.226074
	Iteration 4F: 3 clusters Score -527158.9 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -527726.750000 Penalty: 867.226074
	Iteration 5F: 3 clusters Score -527726.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -528084.500000 Penalty: 867.226074
	Iteration 6Q: 3 clusters Score -528084.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -528352.500000 Penalty: 867.226074
	Iteration 7Q: 3 clusters Score -528352.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -528560.125000 Penalty: 867.226074
	Iteration 8Q: 3 clusters Score -528560.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -528741.125000 Penalty: 867.226074
	Iteration 9Q: 3 clusters Score -528741.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -528938.500000 Penalty: 867.226074
	Iteration 10Q: 3 clusters Score -528938.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -529131.500000 Penalty: 867.226074
	Iteration 11Q: 3 clusters Score -529131.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -529292.375000 Penalty: 867.226074
	Iteration 12Q: 3 clusters Score -529292.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -529413.500000 Penalty: 867.226074
	Iteration 13Q: 3 clusters Score -529413.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -529486.875000 Penalty: 867.226074
	Iteration 14Q: 3 clusters Score -529486.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -529550.812500 Penalty: 867.226074
	Iteration 15Q: 3 clusters Score -529550.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -529596.312500 Penalty: 867.226074
	Iteration 16Q: 3 clusters Score -529596.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -529632.562500 Penalty: 867.226074
	Iteration 17Q: 3 clusters Score -529632.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -529662.375000 Penalty: 867.226074
	Iteration 18Q: 3 clusters Score -529662.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -529687.562500 Penalty: 867.226074
	Iteration 19Q: 3 clusters Score -529687.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -529713.687500 Penalty: 867.226074
	Iteration 20F: 3 clusters Score -529713.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -529742.500000 Penalty: 867.226074
	Iteration 21Q: 3 clusters Score -529742.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -529760.875000 Penalty: 867.226074
	Iteration 22Q: 3 clusters Score -529760.9 nChanged 59
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: -529772.875000 Penalty: 867.226074
	Iteration 23Q: 3 clusters Score -529772.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -529781.375000 Penalty: 867.226074
	Iteration 24Q: 3 clusters Score -529781.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -529792.437500 Penalty: 867.226074
	Iteration 25Q: 3 clusters Score -529792.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -529801.250000 Penalty: 867.226074
	Iteration 26Q: 3 clusters Score -529801.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -529806.687500 Penalty: 867.226074
	Iteration 27Q: 3 clusters Score -529806.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -529809.062500 Penalty: 867.226074
	Iteration 28Q: 3 clusters Score -529809.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -529813.312500 Penalty: 867.226074
	Iteration 29Q: 3 clusters Score -529813.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -529814.062500 Penalty: 867.226074
	Iteration 30Q: 3 clusters Score -529814.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -529817.937500 Penalty: 867.226074
	Iteration 31Q: 3 clusters Score -529817.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -529824.125000 Penalty: 867.226074
	Iteration 32Q: 3 clusters Score -529824.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -529827.250000 Penalty: 867.226074
	Iteration 33Q: 3 clusters Score -529827.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -529831.562500 Penalty: 867.226074
	Iteration 34Q: 3 clusters Score -529831.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -529837.937500 Penalty: 867.226074
	Iteration 35Q: 3 clusters Score -529837.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -529843.312500 Penalty: 867.226074
	Iteration 36Q: 3 clusters Score -529843.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -529847.875000 Penalty: 867.226074
	Iteration 37Q: 3 clusters Score -529847.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -529849.750000 Penalty: 867.226074
	Iteration 38Q: 3 clusters Score -529849.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -529851.125000 Penalty: 867.226074
	Iteration 39Q: 3 clusters Score -529851.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -529854.125000 Penalty: 867.226074
	Iteration 40F: 3 clusters Score -529854.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -529860.187500 Penalty: 867.226074
	Iteration 41Q: 3 clusters Score -529860.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -529863.562500 Penalty: 867.226074
	Iteration 42Q: 3 clusters Score -529863.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -529866.625000 Penalty: 867.226074
	Iteration 43Q: 3 clusters Score -529866.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -529868.312500 Penalty: 867.226074
	Iteration 44Q: 3 clusters Score -529868.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -529872.125000 Penalty: 867.226074
	Iteration 45Q: 3 clusters Score -529872.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -529878.250000 Penalty: 867.226074
	Iteration 46Q: 3 clusters Score -529878.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -529883.812500 Penalty: 867.226074
	Iteration 47Q: 3 clusters Score -529883.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -529888.500000 Penalty: 867.226074
	Iteration 48Q: 3 clusters Score -529888.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -529894.375000 Penalty: 867.226074
	Iteration 49Q: 3 clusters Score -529894.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -529896.125000 Penalty: 867.226074
	Iteration 50Q: 3 clusters Score -529896.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -529898.500000 Penalty: 867.226074
	Iteration 51Q: 3 clusters Score -529898.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -529901.562500 Penalty: 867.226074
	Iteration 52Q: 3 clusters Score -529901.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -529903.500000 Penalty: 867.226074
	Iteration 53Q: 3 clusters Score -529903.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -529905.250000 Penalty: 867.226074
	Iteration 54Q: 3 clusters Score -529905.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -529906.875000 Penalty: 867.226074
	Iteration 55Q: 3 clusters Score -529906.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -529908.125000 Penalty: 867.226074
	Iteration 56Q: 3 clusters Score -529908.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -529909.375000 Penalty: 867.226074
	Iteration 57Q: 3 clusters Score -529909.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -529910.625000 Penalty: 867.226074
	Iteration 58Q: 3 clusters Score -529910.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -529912.125000 Penalty: 867.226074
	Iteration 59Q: 3 clusters Score -529912.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -529914.812500 Penalty: 867.226074
	Iteration 60F: 3 clusters Score -529914.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -529914.812500 Penalty: 867.226074
	Iteration 61Q: 3 clusters Score -529914.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -529917.187500 Penalty: 867.226074
	Iteration 62Q: 3 clusters Score -529917.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -529917.687500 Penalty: 867.226074
	Iteration 63Q: 3 clusters Score -529917.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -529920.375000 Penalty: 867.226074
	Iteration 64Q: 3 clusters Score -529920.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -529920.687500 Penalty: 867.226074
	Iteration 65Q: 3 clusters Score -529920.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -529921.062500 Penalty: 867.226074
	Iteration 66Q: 3 clusters Score -529921.1 nChanged 10
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: -529923.312500 Penalty: 867.226074
	Iteration 67Q: 3 clusters Score -529923.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -529922.125000 Penalty: 867.226074
	Iteration 68Q: 3 clusters Score -529922.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -529923.437500 Penalty: 867.226074
	Iteration 69Q: 3 clusters Score -529923.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -529924.750000 Penalty: 867.226074
	Iteration 70Q: 3 clusters Score -529924.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -529927.500000 Penalty: 867.226074
	Iteration 71Q: 3 clusters Score -529927.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -529931.000000 Penalty: 867.226074
	Iteration 72Q: 3 clusters Score -529931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -529933.500000 Penalty: 867.226074
	Iteration 73Q: 3 clusters Score -529933.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -529936.937500 Penalty: 867.226074
	Iteration 74Q: 3 clusters Score -529936.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -529938.625000 Penalty: 867.226074
	Iteration 75Q: 3 clusters Score -529938.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -529940.750000 Penalty: 867.226074
	Iteration 76Q: 3 clusters Score -529940.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -529941.937500 Penalty: 867.226074
	Iteration 77Q: 3 clusters Score -529941.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -529943.750000 Penalty: 867.226074
	Iteration 78Q: 3 clusters Score -529943.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -529943.750000 Penalty: 867.226074
	Iteration 79Q: 3 clusters Score -529943.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -529944.562500 Penalty: 867.226074
	Iteration 80F: 3 clusters Score -529944.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -529943.812500 Penalty: 867.226074
	Iteration 81Q: 3 clusters Score -529943.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -529943.812500 Penalty: 867.226074
	Iteration 82F: 3 clusters Score -529943.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -64536.039062 Penalty: 336.977692
	Iteration 0F: 2 clusters Score -64536.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -63309.187500 Penalty: 673.955383
	Iteration 0F: 3 clusters Score -63309.19 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -63746.921875 Penalty: 673.955383
	Iteration 1F: 3 clusters Score -63746.92 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -63916.660156 Penalty: 673.955383
	Iteration 2F: 3 clusters Score -63916.66 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -64066.839844 Penalty: 673.955383
	Iteration 3F: 3 clusters Score -64066.84 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -64206.492188 Penalty: 673.955383
	Iteration 4F: 3 clusters Score -64206.49 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -64295.351562 Penalty: 673.955383
	Iteration 5F: 3 clusters Score -64295.35 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -64358.085938 Penalty: 673.955383
	Iteration 6Q: 3 clusters Score -64358.09 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -64389.667969 Penalty: 673.955383
	Iteration 7Q: 3 clusters Score -64389.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -64406.187500 Penalty: 673.955383
	Iteration 8Q: 3 clusters Score -64406.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -64415.316406 Penalty: 673.955383
	Iteration 9Q: 3 clusters Score -64415.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -64418.902344 Penalty: 673.955383
	Iteration 10Q: 3 clusters Score -64418.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -64420.921875 Penalty: 673.955383
	Iteration 11Q: 3 clusters Score -64420.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -64422.410156 Penalty: 673.955383
	Iteration 12Q: 3 clusters Score -64422.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -64422.964844 Penalty: 673.955383
	Iteration 13Q: 3 clusters Score -64422.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -64423.183594 Penalty: 673.955383
	Iteration 14Q: 3 clusters Score -64423.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -64423.378906 Penalty: 673.955383
	Iteration 15Q: 3 clusters Score -64423.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -64423.527344 Penalty: 673.955383
	Iteration 16Q: 3 clusters Score -64423.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -64424.046875 Penalty: 673.955383
	Iteration 17Q: 3 clusters Score -64424.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -64424.394531 Penalty: 673.955383
	Iteration 18Q: 3 clusters Score -64424.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -64426.675781 Penalty: 673.955383
	Iteration 19Q: 3 clusters Score -64426.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -64428.082031 Penalty: 673.955383
	Iteration 20F: 3 clusters Score -64428.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -64429.500000 Penalty: 673.955383
	Iteration 21Q: 3 clusters Score -64429.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -64430.234375 Penalty: 673.955383
	Iteration 22Q: 3 clusters Score -64430.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -64430.675781 Penalty: 673.955383
	Iteration 23Q: 3 clusters Score -64430.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -64431.445312 Penalty: 673.955383
	Iteration 24Q: 3 clusters Score -64431.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64433.238281 Penalty: 673.955383
	Iteration 25Q: 3 clusters Score -64433.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -64433.792969 Penalty: 673.955383
	Iteration 26Q: 3 clusters Score -64433.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64433.835938 Penalty: 673.955383
	Iteration 27Q: 3 clusters Score -64433.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64433.835938 Penalty: 673.955383
	Iteration 28F: 3 clusters Score -64433.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Entering Unmasked Estep 
Score: -177129.078125 Penalty: 383.876709
	Iteration 0F: 2 clusters Score -177129.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -173984.281250 Penalty: 767.753418
	Iteration 0F: 3 clusters Score -173984.3 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -175224.437500 Penalty: 767.753418
	Iteration 1F: 3 clusters Score -175224.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -175420.312500 Penalty: 767.753418
	Iteration 2F: 3 clusters Score -175420.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -175583.875000 Penalty: 767.753418
	Iteration 3F: 3 clusters Score -175583.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -175743.093750 Penalty: 767.753418
	Iteration 4F: 3 clusters Score -175743.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -175898.078125 Penalty: 767.753418
	Iteration 5F: 3 clusters Score -175898.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -176029.937500 Penalty: 767.753418
	Iteration 6Q: 3 clusters Score -176029.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -176134.078125 Penalty: 767.753418
	Iteration 7Q: 3 clusters Score -176134.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -176220.640625 Penalty: 767.753418
	Iteration 8Q: 3 clusters Score -176220.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -176280.296875 Penalty: 767.753418
	Iteration 9Q: 3 clusters Score -176280.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -176317.859375 Penalty: 767.753418
	Iteration 10Q: 3 clusters Score -176317.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -176351.265625 Penalty: 767.753418
	Iteration 11Q: 3 clusters Score -176351.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -176375.203125 Penalty: 767.753418
	Iteration 12Q: 3 clusters Score -176375.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -176399.078125 Penalty: 767.753418
	Iteration 13Q: 3 clusters Score -176399.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -176423.093750 Penalty: 767.753418
	Iteration 14Q: 3 clusters Score -176423.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -176446.078125 Penalty: 767.753418
	Iteration 15Q: 3 clusters Score -176446.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -176469.406250 Penalty: 767.753418
	Iteration 16Q: 3 clusters Score -176469.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -176495.500000 Penalty: 767.753418
	Iteration 17Q: 3 clusters Score -176495.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -176520.000000 Penalty: 767.753418
	Iteration 18Q: 3 clusters Score -176520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -176543.562500 Penalty: 767.753418
	Iteration 19Q: 3 clusters Score -176543.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -176562.515625 Penalty: 767.753418
	Iteration 20F: 3 clusters Score -176562.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -176578.906250 Penalty: 767.753418
	Iteration 21Q: 3 clusters Score -176578.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -176588.593750 Penalty: 767.753418
	Iteration 22Q: 3 clusters Score -176588.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -176600.093750 Penalty: 767.753418
	Iteration 23Q: 3 clusters Score -176600.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -176612.562500 Penalty: 767.753418
	Iteration 24Q: 3 clusters Score -176612.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -176621.734375 Penalty: 767.753418
	Iteration 25Q: 3 clusters Score -176621.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -176631.390625 Penalty: 767.753418
	Iteration 26Q: 3 clusters Score -176631.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -176644.734375 Penalty: 767.753418
	Iteration 27Q: 3 clusters Score -176644.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -176658.546875 Penalty: 767.753418
	Iteration 28Q: 3 clusters Score -176658.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -176675.921875 Penalty: 767.753418
	Iteration 29Q: 3 clusters Score -176675.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -176698.375000 Penalty: 767.753418
	Iteration 30Q: 3 clusters Score -176698.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -176716.734375 Penalty: 767.753418
	Iteration 31Q: 3 clusters Score -176716.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -176731.562500 Penalty: 767.753418
	Iteration 32Q: 3 clusters Score -176731.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -176742.390625 Penalty: 767.753418
	Iteration 33Q: 3 clusters Score -176742.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -176750.140625 Penalty: 767.753418
	Iteration 34Q: 3 clusters Score -176750.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -176754.078125 Penalty: 767.753418
	Iteration 35Q: 3 clusters Score -176754.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -176757.171875 Penalty: 767.753418
	Iteration 36Q: 3 clusters Score -176757.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -176760.109375 Penalty: 767.753418
	Iteration 37Q: 3 clusters Score -176760.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -176761.578125 Penalty: 767.753418
	Iteration 38Q: 3 clusters Score -176761.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -176762.906250 Penalty: 767.753418
	Iteration 39Q: 3 clusters Score -176762.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -176764.031250 Penalty: 767.753418
	Iteration 40F: 3 clusters Score -176764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -176765.453125 Penalty: 767.753418
	Iteration 41Q: 3 clusters Score -176765.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -176769.046875 Penalty: 767.753418
	Iteration 42Q: 3 clusters Score -176769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -176771.859375 Penalty: 767.753418
	Iteration 43Q: 3 clusters Score -176771.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -176774.796875 Penalty: 767.753418
	Iteration 44Q: 3 clusters Score -176774.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -176778.531250 Penalty: 767.753418
	Iteration 45Q: 3 clusters Score -176778.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -176781.343750 Penalty: 767.753418
	Iteration 46Q: 3 clusters Score -176781.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -176784.125000 Penalty: 767.753418
	Iteration 47Q: 3 clusters Score -176784.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -176786.031250 Penalty: 767.753418
	Iteration 48Q: 3 clusters Score -176786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -176788.562500 Penalty: 767.753418
	Iteration 49Q: 3 clusters Score -176788.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -176792.328125 Penalty: 767.753418
	Iteration 50Q: 3 clusters Score -176792.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -176797.109375 Penalty: 767.753418
	Iteration 51Q: 3 clusters Score -176797.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -176799.140625 Penalty: 767.753418
	Iteration 52Q: 3 clusters Score -176799.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -176801.640625 Penalty: 767.753418
	Iteration 53Q: 3 clusters Score -176801.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -176803.781250 Penalty: 767.753418
	Iteration 54Q: 3 clusters Score -176803.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -176805.421875 Penalty: 767.753418
	Iteration 55Q: 3 clusters Score -176805.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -176807.187500 Penalty: 767.753418
	Iteration 56Q: 3 clusters Score -176807.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -176810.015625 Penalty: 767.753418
	Iteration 57Q: 3 clusters Score -176810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -176812.140625 Penalty: 767.753418
	Iteration 58Q: 3 clusters Score -176812.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -176814.921875 Penalty: 767.753418
	Iteration 59Q: 3 clusters Score -176814.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -176817.062500 Penalty: 767.753418
	Iteration 60F: 3 clusters Score -176817.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -176818.203125 Penalty: 767.753418
	Iteration 61Q: 3 clusters Score -176818.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -176819.625000 Penalty: 767.753418
	Iteration 62Q: 3 clusters Score -176819.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -176820.734375 Penalty: 767.753418
	Iteration 63Q: 3 clusters Score -176820.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -176822.156250 Penalty: 767.753418
	Iteration 64Q: 3 clusters Score -176822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -176822.656250 Penalty: 767.753418
	Iteration 65Q: 3 clusters Score -176822.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -176822.828125 Penalty: 767.753418
	Iteration 66Q: 3 clusters Score -176822.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -176823.140625 Penalty: 767.753418
	Iteration 67Q: 3 clusters Score -176823.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -176823.140625 Penalty: 767.753418
	Iteration 68F: 3 clusters Score -176823.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2160 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 226236 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 1822 members 
Mstep: Class 8 contains 26705 members 
Mstep: Class 9 contains 260 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 284244 members 
Mstep: Class 13 contains 3443 members 
Mstep: Class 14 contains 59220 members 
Mstep: Class 15 contains 413 members 
Mstep: Class 16 contains 1130 members 
Mstep: Class 17 contains 6431 members 
Mstep: Class 18 contains 3484 members 
Mstep: Class 19 contains 19311 members 
Mstep: Class 20 contains 3986 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 1711 members 
Mstep: Class 24 contains 956 members 
Mstep: Class 25 contains 13766 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 4614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346902.000000 Penalty: 21500.021484
Iteration 79Q: 36 clusters Score -2.83469e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 515 members 
Mstep: Class 4 contains 226267 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 6353 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 8 contains 26691 members 
Mstep: Class 9 contains 273 members 
Mstep: Class 10 contains 3348 members 
Mstep: Class 11 contains 3292 members 
Mstep: Class 12 contains 284244 members 
Mstep: Class 13 contains 3496 members 
Mstep: Class 14 contains 59126 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 1162 members 
Mstep: Class 17 contains 6437 members 
Mstep: Class 18 contains 3491 members 
Mstep: Class 19 contains 19289 members 
Mstep: Class 20 contains 4124 members 
Mstep: Class 21 contains 2029 members 
Mstep: Class 22 contains 2077 members 
Mstep: Class 23 contains 1712 members 
Mstep: Class 24 contains 1057 members 
Mstep: Class 25 contains 13777 members 
Mstep: Class 26 contains 1648 members 
Mstep: Class 27 contains 4623 members 
Mstep: Class 28 contains 7323 members 
Mstep: Class 29 contains 1043 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26775 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 407 members 
Mstep: Class 34 contains 1551 members 
Mstep: Class 35 contains 1931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347518.000000 Penalty: 21500.021484
Iteration 80F: 36 clusters Score -2.834752e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2034 members 
Mstep: Class 3 contains 497 members 
Mstep: Class 4 contains 226255 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 6347 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 26697 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 3338 members 
Mstep: Class 11 contains 3300 members 
Mstep: Class 12 contains 284210 members 
Mstep: Class 13 contains 3478 members 
Mstep: Class 14 contains 59025 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 1159 members 
Mstep: Class 17 contains 6438 members 
Mstep: Class 18 contains 3506 members 
Mstep: Class 19 contains 19280 members 
Mstep: Class 20 contains 4220 members 
Mstep: Class 21 contains 2026 members 
Mstep: Class 22 contains 2040 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 1092 members 
Mstep: Class 25 contains 13774 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 4615 members 
Mstep: Class 28 contains 7359 members 
Mstep: Class 29 contains 1134 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26746 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 1577 members 
Mstep: Class 35 contains 1926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347740.000000 Penalty: 21500.021484
Iteration 81Q: 36 clusters Score -2.834774e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1993 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 226240 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 6354 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 26698 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 3336 members 
Mstep: Class 11 contains 3311 members 
Mstep: Class 12 contains 284176 members 
Mstep: Class 13 contains 3466 members 
Mstep: Class 14 contains 58953 members 
Mstep: Class 15 contains 407 members 
Mstep: Class 16 contains 1171 members 
Mstep: Class 17 contains 6445 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 19269 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 2009 members 
Mstep: Class 23 contains 1694 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 13769 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 4617 members 
Mstep: Class 28 contains 7368 members 
Mstep: Class 29 contains 1199 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 26721 members 
Mstep: Class 32 contains 561 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 1587 members 
Mstep: Class 35 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347944.000000 Penalty: 21500.021484
Iteration 82Q: 36 clusters Score -2.834794e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1943 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 226230 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 6363 members 
Mstep: Class 7 contains 2021 members 
Mstep: Class 8 contains 26709 members 
Mstep: Class 9 contains 283 members 
Mstep: Class 10 contains 3347 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 284142 members 
Mstep: Class 13 contains 3456 members 
Mstep: Class 14 contains 58885 members 
Mstep: Class 15 contains 408 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 6448 members 
Mstep: Class 18 contains 3524 members 
Mstep: Class 19 contains 19253 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 2031 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 1698 members 
Mstep: Class 24 contains 1137 members 
Mstep: Class 25 contains 13769 members 
Mstep: Class 26 contains 1644 members 
Mstep: Class 27 contains 4620 members 
Mstep: Class 28 contains 7375 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26683 members 
Mstep: Class 32 contains 556 members 
Mstep: Class 33 contains 428 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348178.000000 Penalty: 21500.021484
Iteration 83Q: 36 clusters Score -2.834818e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1894 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 226223 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 6375 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 26725 members 
Mstep: Class 9 contains 285 members 
Mstep: Class 10 contains 3360 members 
Mstep: Class 11 contains 3323 members 
Mstep: Class 12 contains 284117 members 
Mstep: Class 13 contains 3452 members 
Mstep: Class 14 contains 58831 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6450 members 
Mstep: Class 18 contains 3526 members 
Mstep: Class 19 contains 19245 members 
Mstep: Class 20 contains 4409 members 
Mstep: Class 21 contains 2029 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 1148 members 
Mstep: Class 25 contains 13778 members 
Mstep: Class 26 contains 1643 members 
Mstep: Class 27 contains 4622 members 
Mstep: Class 28 contains 7368 members 
Mstep: Class 29 contains 1268 members 
Mstep: Class 30 contains 209 members 
Mstep: Class 31 contains 26653 members 
Mstep: Class 32 contains 552 members 
Mstep: Class 33 contains 435 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 1897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348230.000000 Penalty: 21500.021484
Iteration 84Q: 36 clusters Score -2.834823e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1840 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 226222 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 6386 members 
Mstep: Class 7 contains 2146 members 
Mstep: Class 8 contains 26731 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 3368 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 284096 members 
Mstep: Class 13 contains 3447 members 
Mstep: Class 14 contains 58783 members 
Mstep: Class 15 contains 394 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 3533 members 
Mstep: Class 19 contains 19223 members 
Mstep: Class 20 contains 4452 members 
Mstep: Class 21 contains 2030 members 
Mstep: Class 22 contains 1965 members 
Mstep: Class 23 contains 1706 members 
Mstep: Class 24 contains 1163 members 
Mstep: Class 25 contains 13780 members 
Mstep: Class 26 contains 1638 members 
Mstep: Class 27 contains 4622 members 
Mstep: Class 28 contains 7363 members 
Mstep: Class 29 contains 1278 members 
Mstep: Class 30 contains 209 members 
Mstep: Class 31 contains 26659 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 1590 members 
Mstep: Class 35 contains 1900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348418.000000 Penalty: 21500.021484
Iteration 85Q: 36 clusters Score -2.834842e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1796 members 
Mstep: Class 3 contains 477 members 
Mstep: Class 4 contains 226232 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 6391 members 
Mstep: Class 7 contains 2208 members 
Mstep: Class 8 contains 26738 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 12 contains 284077 members 
Mstep: Class 13 contains 3448 members 
Mstep: Class 14 contains 58739 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 6449 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 19199 members 
Mstep: Class 20 contains 4489 members 
Mstep: Class 21 contains 2029 members 
Mstep: Class 22 contains 1941 members 
Mstep: Class 23 contains 1707 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 13779 members 
Mstep: Class 26 contains 1637 members 
Mstep: Class 27 contains 4622 members 
Mstep: Class 28 contains 7359 members 
Mstep: Class 29 contains 1299 members 
Mstep: Class 30 contains 209 members 
Mstep: Class 31 contains 26660 members 
Mstep: Class 32 contains 538 members 
Mstep: Class 33 contains 456 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 1911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348472.000000 Penalty: 21500.021484
Iteration 86Q: 36 clusters Score -2.834847e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1752 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 226227 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 6393 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 26737 members 
Mstep: Class 9 contains 285 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 3314 members 
Mstep: Class 12 contains 284062 members 
Mstep: Class 13 contains 3450 members 
Mstep: Class 14 contains 58712 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 6451 members 
Mstep: Class 18 contains 3544 members 
Mstep: Class 19 contains 19189 members 
Mstep: Class 20 contains 4520 members 
Mstep: Class 21 contains 2029 members 
Mstep: Class 22 contains 1927 members 
Mstep: Class 23 contains 1710 members 
Mstep: Class 24 contains 1182 members 
Mstep: Class 25 contains 13770 members 
Mstep: Class 26 contains 1637 members 
Mstep: Class 27 contains 4626 members 
Mstep: Class 28 contains 7360 members 
Mstep: Class 29 contains 1309 members 
Mstep: Class 30 contains 209 members 
Mstep: Class 31 contains 26646 members 
Mstep: Class 32 contains 537 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 1587 members 
Mstep: Class 35 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348610.000000 Penalty: 21500.021484
Iteration 87Q: 36 clusters Score -2.834861e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 476 members 
Mstep: Class 4 contains 226217 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 6394 members 
Mstep: Class 7 contains 2335 members 
Mstep: Class 8 contains 26737 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 3313 members 
Mstep: Class 12 contains 284039 members 
Mstep: Class 13 contains 3453 members 
Mstep: Class 14 contains 58689 members 
Mstep: Class 15 contains 380 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 6455 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 19186 members 
Mstep: Class 20 contains 4544 members 
Mstep: Class 21 contains 2020 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 1712 members 
Mstep: Class 24 contains 1184 members 
Mstep: Class 25 contains 13774 members 
Mstep: Class 26 contains 1638 members 
Mstep: Class 27 contains 4628 members 
Mstep: Class 28 contains 7354 members 
Mstep: Class 29 contains 1316 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 26631 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 466 members 
Mstep: Class 34 contains 1587 members 
Mstep: Class 35 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348752.000000 Penalty: 21500.021484
Iteration 88Q: 36 clusters Score -2.834875e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 226211 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 6396 members 
Mstep: Class 7 contains 2410 members 
Mstep: Class 8 contains 26735 members 
Mstep: Class 9 contains 288 members 
Mstep: Class 10 contains 3395 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 12 contains 284018 members 
Mstep: Class 13 contains 3454 members 
Mstep: Class 14 contains 58667 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 6460 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 19186 members 
Mstep: Class 20 contains 4563 members 
Mstep: Class 21 contains 2020 members 
Mstep: Class 22 contains 1914 members 
Mstep: Class 23 contains 1714 members 
Mstep: Class 24 contains 1185 members 
Mstep: Class 25 contains 13772 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 4634 members 
Mstep: Class 28 contains 7346 members 
Mstep: Class 29 contains 1335 members 
Mstep: Class 30 contains 208 members 
Mstep: Class 31 contains 26613 members 
Mstep: Class 32 contains 529 members 
Mstep: Class 33 contains 468 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348844.000000 Penalty: 21500.021484
Iteration 89Q: 36 clusters Score -2.834884e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1579 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 226211 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 6397 members 
Mstep: Class 7 contains 2484 members 
Mstep: Class 8 contains 26740 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3401 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 284011 members 
Mstep: Class 13 contains 3454 members 
Mstep: Class 14 contains 58643 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 6461 members 
Mstep: Class 18 contains 3554 members 
Mstep: Class 19 contains 19183 members 
Mstep: Class 20 contains 4579 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 1910 members 
Mstep: Class 23 contains 1716 members 
Mstep: Class 24 contains 1185 members 
Mstep: Class 25 contains 13762 members 
Mstep: Class 26 contains 1641 members 
Mstep: Class 27 contains 4636 members 
Mstep: Class 28 contains 7340 members 
Mstep: Class 29 contains 1353 members 
Mstep: Class 30 contains 206 members 
Mstep: Class 31 contains 26596 members 
Mstep: Class 32 contains 527 members 
Mstep: Class 33 contains 473 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348832.000000 Penalty: 21500.021484
Iteration 90Q: 36 clusters Score -2.834883e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 226218 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 6396 members 
Mstep: Class 7 contains 2560 members 
Mstep: Class 8 contains 26740 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 284001 members 
Mstep: Class 13 contains 3454 members 
Mstep: Class 14 contains 58632 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6463 members 
Mstep: Class 18 contains 3555 members 
Mstep: Class 19 contains 19176 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 2013 members 
Mstep: Class 22 contains 1906 members 
Mstep: Class 23 contains 1716 members 
Mstep: Class 24 contains 1185 members 
Mstep: Class 25 contains 13758 members 
Mstep: Class 26 contains 1644 members 
Mstep: Class 27 contains 4634 members 
Mstep: Class 28 contains 7340 members 
Mstep: Class 29 contains 1369 members 
Mstep: Class 30 contains 206 members 
Mstep: Class 31 contains 26582 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 1590 members 
Mstep: Class 35 contains 1927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348910.000000 Penalty: 21500.021484
Iteration 91Q: 36 clusters Score -2.834891e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1452 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 226225 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 26737 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3412 members 
Mstep: Class 11 contains 3323 members 
Mstep: Class 12 contains 283988 members 
Mstep: Class 13 contains 3453 members 
Mstep: Class 14 contains 58627 members 
Mstep: Class 15 contains 377 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 6464 members 
Mstep: Class 18 contains 3559 members 
Mstep: Class 19 contains 19169 members 
Mstep: Class 20 contains 4595 members 
Mstep: Class 21 contains 2008 members 
Mstep: Class 22 contains 1901 members 
Mstep: Class 23 contains 1716 members 
Mstep: Class 24 contains 1187 members 
Mstep: Class 25 contains 13756 members 
Mstep: Class 26 contains 1644 members 
Mstep: Class 27 contains 4634 members 
Mstep: Class 28 contains 7336 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 205 members 
Mstep: Class 31 contains 26570 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 1590 members 
Mstep: Class 35 contains 1928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348944.000000 Penalty: 21500.021484
Iteration 92Q: 36 clusters Score -2.834894e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1412 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 226230 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 7 contains 2681 members 
Mstep: Class 8 contains 26734 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3421 members 
Mstep: Class 11 contains 3327 members 
Mstep: Class 12 contains 283972 members 
Mstep: Class 13 contains 3451 members 
Mstep: Class 14 contains 58623 members 
Mstep: Class 15 contains 377 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 6462 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 19172 members 
Mstep: Class 20 contains 4601 members 
Mstep: Class 21 contains 1996 members 
Mstep: Class 22 contains 1898 members 
Mstep: Class 23 contains 1716 members 
Mstep: Class 24 contains 1188 members 
Mstep: Class 25 contains 13756 members 
Mstep: Class 26 contains 1644 members 
Mstep: Class 27 contains 4635 members 
Mstep: Class 28 contains 7328 members 
Mstep: Class 29 contains 1405 members 
Mstep: Class 30 contains 205 members 
Mstep: Class 31 contains 26551 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 1590 members 
Mstep: Class 35 contains 1932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348942.000000 Penalty: 21500.021484
Iteration 93Q: 36 clusters Score -2.834894e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1396 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 226235 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 2708 members 
Mstep: Class 8 contains 26737 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3435 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 283965 members 
Mstep: Class 13 contains 3451 members 
Mstep: Class 14 contains 58619 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 6461 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 19165 members 
Mstep: Class 20 contains 4605 members 
Mstep: Class 21 contains 1980 members 
Mstep: Class 22 contains 1893 members 
Mstep: Class 23 contains 1716 members 
Mstep: Class 24 contains 1187 members 
Mstep: Class 25 contains 13756 members 
Mstep: Class 26 contains 1644 members 
Mstep: Class 27 contains 4637 members 
Mstep: Class 28 contains 7321 members 
Mstep: Class 29 contains 1424 members 
Mstep: Class 30 contains 206 members 
Mstep: Class 31 contains 26526 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 1590 members 
Mstep: Class 35 contains 1938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349018.000000 Penalty: 21500.021484
Iteration 94Q: 36 clusters Score -2.834902e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1387 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 226240 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 26732 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3446 members 
Mstep: Class 11 contains 3331 members 
Mstep: Class 12 contains 283963 members 
Mstep: Class 13 contains 3451 members 
Mstep: Class 14 contains 58617 members 
Mstep: Class 15 contains 377 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 6460 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 19160 members 
Mstep: Class 20 contains 4607 members 
Mstep: Class 21 contains 1972 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 1716 members 
Mstep: Class 24 contains 1187 members 
Mstep: Class 25 contains 13758 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 4638 members 
Mstep: Class 28 contains 7315 members 
Mstep: Class 29 contains 1434 members 
Mstep: Class 30 contains 206 members 
Mstep: Class 31 contains 26508 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 1590 members 
Mstep: Class 35 contains 1942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349028.000000 Penalty: 21500.021484
Iteration 95Q: 36 clusters Score -2.834903e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 226246 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 2741 members 
Mstep: Class 8 contains 26731 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3456 members 
Mstep: Class 11 contains 3331 members 
Mstep: Class 12 contains 283961 members 
Mstep: Class 13 contains 3450 members 
Mstep: Class 14 contains 58613 members 
Mstep: Class 15 contains 377 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 6460 members 
Mstep: Class 18 contains 3558 members 
Mstep: Class 19 contains 19157 members 
Mstep: Class 20 contains 4612 members 
Mstep: Class 21 contains 1965 members 
Mstep: Class 22 contains 1890 members 
Mstep: Class 23 contains 1716 members 
Mstep: Class 24 contains 1187 members 
Mstep: Class 25 contains 13756 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 4640 members 
Mstep: Class 28 contains 7310 members 
Mstep: Class 29 contains 1441 members 
Mstep: Class 30 contains 206 members 
Mstep: Class 31 contains 26496 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 1590 members 
Mstep: Class 35 contains 1942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349078.000000 Penalty: 21500.021484
Iteration 96Q: 36 clusters Score -2.834908e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 226246 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 2751 members 
Mstep: Class 8 contains 26732 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3465 members 
Mstep: Class 11 contains 3330 members 
Mstep: Class 12 contains 283959 members 
Mstep: Class 13 contains 3449 members 
Mstep: Class 14 contains 58613 members 
Mstep: Class 15 contains 377 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 6460 members 
Mstep: Class 18 contains 3559 members 
Mstep: Class 19 contains 19153 members 
Mstep: Class 20 contains 4617 members 
Mstep: Class 21 contains 1954 members 
Mstep: Class 22 contains 1887 members 
Mstep: Class 23 contains 1716 members 
Mstep: Class 24 contains 1187 members 
Mstep: Class 25 contains 13756 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 4641 members 
Mstep: Class 28 contains 7307 members 
Mstep: Class 29 contains 1449 members 
Mstep: Class 30 contains 206 members 
Mstep: Class 31 contains 26486 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 1590 members 
Mstep: Class 35 contains 1943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349074.000000 Penalty: 21500.021484
Iteration 97Q: 36 clusters Score -2.834907e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 226245 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 2757 members 
Mstep: Class 8 contains 26733 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3473 members 
Mstep: Class 11 contains 3330 members 
Mstep: Class 12 contains 283958 members 
Mstep: Class 13 contains 3447 members 
Mstep: Class 14 contains 58614 members 
Mstep: Class 15 contains 377 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 6459 members 
Mstep: Class 18 contains 3559 members 
Mstep: Class 19 contains 19151 members 
Mstep: Class 20 contains 4621 members 
Mstep: Class 21 contains 1943 members 
Mstep: Class 22 contains 1882 members 
Mstep: Class 23 contains 1716 members 
Mstep: Class 24 contains 1186 members 
Mstep: Class 25 contains 13755 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 4642 members 
Mstep: Class 28 contains 7306 members 
Mstep: Class 29 contains 1459 members 
Mstep: Class 30 contains 205 members 
Mstep: Class 31 contains 26475 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 1590 members 
Mstep: Class 35 contains 1945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349112.000000 Penalty: 21500.021484
Iteration 98Q: 36 clusters Score -2.834911e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1381 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 226242 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 6417 members 
Mstep: Class 7 contains 2760 members 
Mstep: Class 8 contains 26731 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3477 members 
Mstep: Class 11 contains 3330 members 
Mstep: Class 12 contains 283960 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 58611 members 
Mstep: Class 15 contains 377 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 6458 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 19144 members 
Mstep: Class 20 contains 4630 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 22 contains 1881 members 
Mstep: Class 23 contains 1716 members 
Mstep: Class 24 contains 1186 members 
Mstep: Class 25 contains 13755 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 4643 members 
Mstep: Class 28 contains 7304 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 205 members 
Mstep: Class 31 contains 26464 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 1590 members 
Mstep: Class 35 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349120.000000 Penalty: 21500.021484
Iteration 99Q: 36 clusters Score -2.834912e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 226234 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 6422 members 
Mstep: Class 7 contains 2764 members 
Mstep: Class 8 contains 26732 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 283963 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 58610 members 
Mstep: Class 15 contains 377 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 6457 members 
Mstep: Class 18 contains 3556 members 
Mstep: Class 19 contains 19141 members 
Mstep: Class 20 contains 4633 members 
Mstep: Class 21 contains 1926 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1716 members 
Mstep: Class 24 contains 1187 members 
Mstep: Class 25 contains 13755 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 4643 members 
Mstep: Class 28 contains 7301 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 205 members 
Mstep: Class 31 contains 26448 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 1590 members 
Mstep: Class 35 contains 1951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349156.000000 Penalty: 21500.021484
Iteration 100F: 36 clusters Score -2.834916e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 226233 members 
Mstep: Class 5 contains 5980 members 
Mstep: Class 6 contains 6425 members 
Mstep: Class 7 contains 2780 members 
Mstep: Class 8 contains 26730 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3493 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 283966 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 58610 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 6455 members 
Mstep: Class 18 contains 3554 members 
Mstep: Class 19 contains 19137 members 
Mstep: Class 20 contains 4637 members 
Mstep: Class 21 contains 1921 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1716 members 
Mstep: Class 24 contains 1187 members 
Mstep: Class 25 contains 13754 members 
Mstep: Class 26 contains 1641 members 
Mstep: Class 27 contains 4643 members 
Mstep: Class 28 contains 7299 members 
Mstep: Class 29 contains 1468 members 
Mstep: Class 30 contains 207 members 
Mstep: Class 31 contains 26438 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 1590 members 
Mstep: Class 35 contains 1954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349208.000000 Penalty: 21500.021484
Iteration 101Q: 36 clusters Score -2.834921e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 226244 members 
Mstep: Class 5 contains 5982 members 
Mstep: Class 6 contains 6426 members 
Mstep: Class 7 contains 2795 members 
Mstep: Class 8 contains 26731 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3501 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 283969 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 58612 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 6454 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 19130 members 
Mstep: Class 20 contains 4639 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1717 members 
Mstep: Class 24 contains 1187 members 
Mstep: Class 25 contains 13751 members 
Mstep: Class 26 contains 1641 members 
Mstep: Class 27 contains 4644 members 
Mstep: Class 28 contains 7299 members 
Mstep: Class 29 contains 1463 members 
Mstep: Class 30 contains 209 members 
Mstep: Class 31 contains 26427 members 
Mstep: Class 32 contains 522 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 1591 members 
Mstep: Class 35 contains 1943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349270.000000 Penalty: 21500.021484
Iteration 102Q: 36 clusters Score -2.834927e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 4 contains 226247 members 
Mstep: Class 5 contains 5984 members 
Mstep: Class 6 contains 6426 members 
Mstep: Class 7 contains 2800 members 
Mstep: Class 8 contains 26734 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3512 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 283974 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 58608 members 
Mstep: Class 15 contains 397 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 6453 members 
Mstep: Class 18 contains 3553 members 
Mstep: Class 19 contains 19121 members 
Mstep: Class 20 contains 4641 members 
Mstep: Class 21 contains 1909 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1719 members 
Mstep: Class 24 contains 1188 members 
Mstep: Class 25 contains 13745 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 4643 members 
Mstep: Class 28 contains 7300 members 
Mstep: Class 29 contains 1462 members 
Mstep: Class 30 contains 209 members 
Mstep: Class 31 contains 26409 members 
Mstep: Class 32 contains 522 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 1591 members 
Mstep: Class 35 contains 1942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349260.000000 Penalty: 21500.021484
Iteration 103Q: 36 clusters Score -2.834926e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 226246 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 6427 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 26741 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3522 members 
Mstep: Class 11 contains 3327 members 
Mstep: Class 12 contains 283974 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 58610 members 
Mstep: Class 15 contains 403 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6451 members 
Mstep: Class 18 contains 3553 members 
Mstep: Class 19 contains 19110 members 
Mstep: Class 20 contains 4642 members 
Mstep: Class 21 contains 1903 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1721 members 
Mstep: Class 24 contains 1188 members 
Mstep: Class 25 contains 13741 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 4643 members 
Mstep: Class 28 contains 7300 members 
Mstep: Class 29 contains 1456 members 
Mstep: Class 30 contains 207 members 
Mstep: Class 31 contains 26393 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 1590 members 
Mstep: Class 35 contains 1945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349262.000000 Penalty: 21500.021484
Iteration 104Q: 36 clusters Score -2.834926e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 226249 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 6426 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 26742 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3527 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 283972 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 58614 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6450 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 19106 members 
Mstep: Class 20 contains 4647 members 
Mstep: Class 21 contains 1902 members 
Mstep: Class 22 contains 1881 members 
Mstep: Class 23 contains 1722 members 
Mstep: Class 24 contains 1189 members 
Mstep: Class 25 contains 13735 members 
Mstep: Class 26 contains 1638 members 
Mstep: Class 27 contains 4642 members 
Mstep: Class 28 contains 7301 members 
Mstep: Class 29 contains 1452 members 
Mstep: Class 30 contains 205 members 
Mstep: Class 31 contains 26386 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 480 members 
Mstep: Class 34 contains 1590 members 
Mstep: Class 35 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349302.000000 Penalty: 21500.021484
Iteration 105Q: 36 clusters Score -2.83493e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 226249 members 
Mstep: Class 5 contains 5997 members 
Mstep: Class 6 contains 6426 members 
Mstep: Class 7 contains 2813 members 
Mstep: Class 8 contains 26743 members 
Mstep: Class 9 contains 290 members 
Mstep: Class 10 contains 3529 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 283963 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 58613 members 
Mstep: Class 15 contains 410 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6449 members 
Mstep: Class 18 contains 3554 members 
Mstep: Class 19 contains 19104 members 
Mstep: Class 20 contains 4651 members 
Mstep: Class 21 contains 1904 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1190 members 
Mstep: Class 25 contains 13729 members 
Mstep: Class 26 contains 1631 members 
Mstep: Class 27 contains 4644 members 
Mstep: Class 28 contains 7301 members 
Mstep: Class 29 contains 1445 members 
Mstep: Class 30 contains 205 members 
Mstep: Class 31 contains 26380 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349300.000000 Penalty: 21500.021484
Iteration 106Q: 36 clusters Score -2.83493e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 226247 members 
Mstep: Class 5 contains 5998 members 
Mstep: Class 6 contains 6427 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 26743 members 
Mstep: Class 9 contains 290 members 
Mstep: Class 10 contains 3532 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 283965 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 58615 members 
Mstep: Class 15 contains 414 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6447 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 19101 members 
Mstep: Class 20 contains 4653 members 
Mstep: Class 21 contains 1904 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1190 members 
Mstep: Class 25 contains 13720 members 
Mstep: Class 26 contains 1628 members 
Mstep: Class 27 contains 4644 members 
Mstep: Class 28 contains 7300 members 
Mstep: Class 29 contains 1439 members 
Mstep: Class 30 contains 205 members 
Mstep: Class 31 contains 26379 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349282.000000 Penalty: 21500.021484
Iteration 107Q: 36 clusters Score -2.834928e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 226246 members 
Mstep: Class 5 contains 5998 members 
Mstep: Class 6 contains 6427 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 26743 members 
Mstep: Class 9 contains 290 members 
Mstep: Class 10 contains 3534 members 
Mstep: Class 11 contains 3321 members 
Mstep: Class 12 contains 283966 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 58609 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6448 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 19099 members 
Mstep: Class 20 contains 4662 members 
Mstep: Class 21 contains 1905 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1191 members 
Mstep: Class 25 contains 13713 members 
Mstep: Class 26 contains 1627 members 
Mstep: Class 27 contains 4643 members 
Mstep: Class 28 contains 7298 members 
Mstep: Class 29 contains 1431 members 
Mstep: Class 30 contains 205 members 
Mstep: Class 31 contains 26379 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349238.000000 Penalty: 21500.021484
Iteration 108Q: 36 clusters Score -2.834924e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 226245 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 6429 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 26743 members 
Mstep: Class 9 contains 290 members 
Mstep: Class 10 contains 3538 members 
Mstep: Class 11 contains 3321 members 
Mstep: Class 12 contains 283966 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 58599 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6451 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 19096 members 
Mstep: Class 20 contains 4674 members 
Mstep: Class 21 contains 1903 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1191 members 
Mstep: Class 25 contains 13707 members 
Mstep: Class 26 contains 1628 members 
Mstep: Class 27 contains 4643 members 
Mstep: Class 28 contains 7297 members 
Mstep: Class 29 contains 1415 members 
Mstep: Class 30 contains 206 members 
Mstep: Class 31 contains 26377 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349254.000000 Penalty: 21500.021484
Iteration 109Q: 36 clusters Score -2.834925e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 226242 members 
Mstep: Class 5 contains 6001 members 
Mstep: Class 6 contains 6431 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 26744 members 
Mstep: Class 9 contains 290 members 
Mstep: Class 10 contains 3539 members 
Mstep: Class 11 contains 3321 members 
Mstep: Class 12 contains 283965 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 58589 members 
Mstep: Class 15 contains 436 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6453 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 19090 members 
Mstep: Class 20 contains 4687 members 
Mstep: Class 21 contains 1902 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1192 members 
Mstep: Class 25 contains 13709 members 
Mstep: Class 26 contains 1628 members 
Mstep: Class 27 contains 4642 members 
Mstep: Class 28 contains 7295 members 
Mstep: Class 29 contains 1408 members 
Mstep: Class 30 contains 207 members 
Mstep: Class 31 contains 26377 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349294.000000 Penalty: 21500.021484
Iteration 110Q: 36 clusters Score -2.834929e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 226236 members 
Mstep: Class 5 contains 6000 members 
Mstep: Class 6 contains 6432 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 26743 members 
Mstep: Class 9 contains 290 members 
Mstep: Class 10 contains 3540 members 
Mstep: Class 11 contains 3321 members 
Mstep: Class 12 contains 283968 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 58575 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 3572 members 
Mstep: Class 19 contains 19091 members 
Mstep: Class 20 contains 4697 members 
Mstep: Class 21 contains 1902 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1195 members 
Mstep: Class 25 contains 13702 members 
Mstep: Class 26 contains 1627 members 
Mstep: Class 27 contains 4643 members 
Mstep: Class 28 contains 7293 members 
Mstep: Class 29 contains 1406 members 
Mstep: Class 30 contains 208 members 
Mstep: Class 31 contains 26370 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 494 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349298.000000 Penalty: 21500.021484
Iteration 111Q: 36 clusters Score -2.83493e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 226236 members 
Mstep: Class 5 contains 6001 members 
Mstep: Class 6 contains 6432 members 
Mstep: Class 7 contains 2825 members 
Mstep: Class 8 contains 26745 members 
Mstep: Class 9 contains 290 members 
Mstep: Class 10 contains 3542 members 
Mstep: Class 11 contains 3321 members 
Mstep: Class 12 contains 283973 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 58561 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6454 members 
Mstep: Class 18 contains 3574 members 
Mstep: Class 19 contains 19089 members 
Mstep: Class 20 contains 4708 members 
Mstep: Class 21 contains 1901 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1195 members 
Mstep: Class 25 contains 13698 members 
Mstep: Class 26 contains 1628 members 
Mstep: Class 27 contains 4639 members 
Mstep: Class 28 contains 7292 members 
Mstep: Class 29 contains 1403 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26368 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349338.000000 Penalty: 21500.021484
Iteration 112Q: 36 clusters Score -2.834934e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 226231 members 
Mstep: Class 5 contains 6000 members 
Mstep: Class 6 contains 6432 members 
Mstep: Class 7 contains 2827 members 
Mstep: Class 8 contains 26744 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3549 members 
Mstep: Class 11 contains 3321 members 
Mstep: Class 12 contains 283970 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 58557 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6454 members 
Mstep: Class 18 contains 3576 members 
Mstep: Class 19 contains 19089 members 
Mstep: Class 20 contains 4720 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1195 members 
Mstep: Class 25 contains 13694 members 
Mstep: Class 26 contains 1632 members 
Mstep: Class 27 contains 4639 members 
Mstep: Class 28 contains 7292 members 
Mstep: Class 29 contains 1395 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26364 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349346.000000 Penalty: 21500.021484
Iteration 113Q: 36 clusters Score -2.834935e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 226234 members 
Mstep: Class 5 contains 6001 members 
Mstep: Class 6 contains 6433 members 
Mstep: Class 7 contains 2830 members 
Mstep: Class 8 contains 26741 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3554 members 
Mstep: Class 11 contains 3321 members 
Mstep: Class 12 contains 283968 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 58554 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6454 members 
Mstep: Class 18 contains 3577 members 
Mstep: Class 19 contains 19084 members 
Mstep: Class 20 contains 4727 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1195 members 
Mstep: Class 25 contains 13686 members 
Mstep: Class 26 contains 1635 members 
Mstep: Class 27 contains 4640 members 
Mstep: Class 28 contains 7292 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 211 members 
Mstep: Class 31 contains 26358 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349336.000000 Penalty: 21500.021484
Iteration 114Q: 36 clusters Score -2.834934e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 226234 members 
Mstep: Class 5 contains 6000 members 
Mstep: Class 6 contains 6435 members 
Mstep: Class 7 contains 2832 members 
Mstep: Class 8 contains 26740 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3557 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 283968 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 58555 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6454 members 
Mstep: Class 18 contains 3584 members 
Mstep: Class 19 contains 19080 members 
Mstep: Class 20 contains 4730 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1195 members 
Mstep: Class 25 contains 13679 members 
Mstep: Class 26 contains 1637 members 
Mstep: Class 27 contains 4639 members 
Mstep: Class 28 contains 7290 members 
Mstep: Class 29 contains 1378 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 26354 members 
Mstep: Class 32 contains 527 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349382.000000 Penalty: 21500.021484
Iteration 115Q: 36 clusters Score -2.834938e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 226239 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 6436 members 
Mstep: Class 7 contains 2834 members 
Mstep: Class 8 contains 26740 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3558 members 
Mstep: Class 11 contains 3324 members 
Mstep: Class 12 contains 283964 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 58552 members 
Mstep: Class 15 contains 471 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6455 members 
Mstep: Class 18 contains 3588 members 
Mstep: Class 19 contains 19082 members 
Mstep: Class 20 contains 4733 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1195 members 
Mstep: Class 25 contains 13673 members 
Mstep: Class 26 contains 1637 members 
Mstep: Class 27 contains 4638 members 
Mstep: Class 28 contains 7288 members 
Mstep: Class 29 contains 1375 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 26351 members 
Mstep: Class 32 contains 527 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349390.000000 Penalty: 21500.021484
Iteration 116Q: 36 clusters Score -2.834939e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 226236 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 2834 members 
Mstep: Class 8 contains 26739 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3559 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 283965 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 58549 members 
Mstep: Class 15 contains 475 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6454 members 
Mstep: Class 18 contains 3588 members 
Mstep: Class 19 contains 19079 members 
Mstep: Class 20 contains 4739 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1195 members 
Mstep: Class 25 contains 13670 members 
Mstep: Class 26 contains 1638 members 
Mstep: Class 27 contains 4638 members 
Mstep: Class 28 contains 7288 members 
Mstep: Class 29 contains 1376 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 26345 members 
Mstep: Class 32 contains 527 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349392.000000 Penalty: 21500.021484
Iteration 117Q: 36 clusters Score -2.834939e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 226236 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 2834 members 
Mstep: Class 8 contains 26741 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3558 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 283958 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 58545 members 
Mstep: Class 15 contains 482 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6453 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 19077 members 
Mstep: Class 20 contains 4740 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1195 members 
Mstep: Class 25 contains 13667 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 4639 members 
Mstep: Class 28 contains 7287 members 
Mstep: Class 29 contains 1373 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 26342 members 
Mstep: Class 32 contains 527 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349410.000000 Penalty: 21500.021484
Iteration 118Q: 36 clusters Score -2.834941e+07 nChanged 38
Entering ConstructFrom: 
Score: -28349410.000000 Penalty: 21500.021484
Entering ConstructFrom: 
Trying to split cluster 1 (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: -198547.593750 Penalty: 385.684387
	Iteration 0F: 2 clusters Score -198547.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -195307.640625 Penalty: 771.368774
	Iteration 0F: 3 clusters Score -195307.6 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -196830.171875 Penalty: 771.368774
	Iteration 1F: 3 clusters Score -196830.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -197296.281250 Penalty: 771.368774
	Iteration 2F: 3 clusters Score -197296.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -197665.531250 Penalty: 771.368774
	Iteration 3F: 3 clusters Score -197665.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -197915.234375 Penalty: 771.368774
	Iteration 4F: 3 clusters Score -197915.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -198099.515625 Penalty: 771.368774
	Iteration 5Q: 3 clusters Score -198099.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -198206.828125 Penalty: 771.368774
	Iteration 6Q: 3 clusters Score -198206.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -198236.609375 Penalty: 771.368774
	Iteration 7Q: 3 clusters Score -198236.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -198254.687500 Penalty: 771.368774
	Iteration 8Q: 3 clusters Score -198254.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -198265.375000 Penalty: 771.368774
	Iteration 9Q: 3 clusters Score -198265.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -198271.187500 Penalty: 771.368774
	Iteration 10Q: 3 clusters Score -198271.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -198277.687500 Penalty: 771.368774
	Iteration 11Q: 3 clusters Score -198277.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -198281.406250 Penalty: 771.368774
	Iteration 12Q: 3 clusters Score -198281.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -198283.625000 Penalty: 771.368774
	Iteration 13Q: 3 clusters Score -198283.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -198286.031250 Penalty: 771.368774
	Iteration 14Q: 3 clusters Score -198286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -198287.984375 Penalty: 771.368774
	Iteration 15Q: 3 clusters Score -198288 nChanged 12
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: -198289.625000 Penalty: 771.368774
	Iteration 16Q: 3 clusters Score -198289.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -198293.359375 Penalty: 771.368774
	Iteration 17Q: 3 clusters Score -198293.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -198295.312500 Penalty: 771.368774
	Iteration 18Q: 3 clusters Score -198295.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -198297.703125 Penalty: 771.368774
	Iteration 19Q: 3 clusters Score -198297.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -198302.000000 Penalty: 771.368774
	Iteration 20F: 3 clusters Score -198302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -198303.421875 Penalty: 771.368774
	Iteration 21Q: 3 clusters Score -198303.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -198304.562500 Penalty: 771.368774
	Iteration 22Q: 3 clusters Score -198304.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -198305.968750 Penalty: 771.368774
	Iteration 23Q: 3 clusters Score -198306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -198307.328125 Penalty: 771.368774
	Iteration 24Q: 3 clusters Score -198307.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -198307.421875 Penalty: 771.368774
	Iteration 25Q: 3 clusters Score -198307.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -198307.890625 Penalty: 771.368774
	Iteration 26Q: 3 clusters Score -198307.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -198308.546875 Penalty: 771.368774
	Iteration 27Q: 3 clusters Score -198308.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -198309.703125 Penalty: 771.368774
	Iteration 28Q: 3 clusters Score -198309.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -198311.062500 Penalty: 771.368774
	Iteration 29Q: 3 clusters Score -198311.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -198312.656250 Penalty: 771.368774
	Iteration 30Q: 3 clusters Score -198312.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -198314.109375 Penalty: 771.368774
	Iteration 31Q: 3 clusters Score -198314.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -198314.531250 Penalty: 771.368774
	Iteration 32Q: 3 clusters Score -198314.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -198314.812500 Penalty: 771.368774
	Iteration 33Q: 3 clusters Score -198314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -198315.093750 Penalty: 771.368774
	Iteration 34Q: 3 clusters Score -198315.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -198315.656250 Penalty: 771.368774
	Iteration 35Q: 3 clusters Score -198315.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -198315.718750 Penalty: 771.368774
	Iteration 36Q: 3 clusters Score -198315.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -198315.703125 Penalty: 771.368774
	Iteration 37Q: 3 clusters Score -198315.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -198315.359375 Penalty: 771.368774
	Iteration 38Q: 3 clusters Score -198315.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -198316.640625 Penalty: 771.368774
	Iteration 39Q: 3 clusters Score -198316.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -198318.031250 Penalty: 771.368774
	Iteration 40F: 3 clusters Score -198318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -198319.828125 Penalty: 771.368774
	Iteration 41Q: 3 clusters Score -198319.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -198320.859375 Penalty: 771.368774
	Iteration 42Q: 3 clusters Score -198320.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -198321.734375 Penalty: 771.368774
	Iteration 43Q: 3 clusters Score -198321.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -198322.328125 Penalty: 771.368774
	Iteration 44Q: 3 clusters Score -198322.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -198323.421875 Penalty: 771.368774
	Iteration 45Q: 3 clusters Score -198323.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -198323.593750 Penalty: 771.368774
	Iteration 46Q: 3 clusters Score -198323.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -198323.843750 Penalty: 771.368774
	Iteration 47Q: 3 clusters Score -198323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -198323.781250 Penalty: 771.368774
	Iteration 48Q: 3 clusters Score -198323.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -198323.781250 Penalty: 771.368774
	Iteration 49F: 3 clusters Score -198323.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Entering Unmasked Estep 
Score: -45767.960938 Penalty: 328.360291
	Iteration 0F: 2 clusters Score -45767.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -44832.718750 Penalty: 656.720581
	Iteration 0F: 3 clusters Score -44832.72 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -45519.878906 Penalty: 656.720581
	Iteration 1F: 3 clusters Score -45519.88 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -45718.531250 Penalty: 656.720581
	Iteration 2F: 3 clusters Score -45718.53 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -45817.742188 Penalty: 656.720581
	Iteration 3F: 3 clusters Score -45817.74 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -45890.078125 Penalty: 656.720581
	Iteration 4Q: 3 clusters Score -45890.08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -45941.062500 Penalty: 656.720581
	Iteration 5Q: 3 clusters Score -45941.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -45963.585938 Penalty: 656.720581
	Iteration 6Q: 3 clusters Score -45963.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -45975.816406 Penalty: 656.720581
	Iteration 7Q: 3 clusters Score -45975.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -45991.406250 Penalty: 656.720581
	Iteration 8Q: 3 clusters Score -45991.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -46000.144531 Penalty: 656.720581
	Iteration 9Q: 3 clusters Score -46000.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -46006.968750 Penalty: 656.720581
	Iteration 10Q: 3 clusters Score -46006.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -46015.781250 Penalty: 656.720581
	Iteration 11Q: 3 clusters Score -46015.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -46019.031250 Penalty: 656.720581
	Iteration 12Q: 3 clusters Score -46019.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -46019.746094 Penalty: 656.720581
	Iteration 13Q: 3 clusters Score -46019.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -46020.632812 Penalty: 656.720581
	Iteration 14Q: 3 clusters Score -46020.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -46020.867188 Penalty: 656.720581
	Iteration 15Q: 3 clusters Score -46020.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -46021.046875 Penalty: 656.720581
	Iteration 16Q: 3 clusters Score -46021.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -46021.046875 Penalty: 656.720581
	Iteration 17F: 3 clusters Score -46021.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 163 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 226238 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 2834 members 
Mstep: Class 8 contains 26741 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3559 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 283957 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 58545 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 19079 members 
Mstep: Class 20 contains 4740 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1195 members 
Mstep: Class 25 contains 13662 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 4638 members 
Mstep: Class 28 contains 7288 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 26338 members 
Mstep: Class 32 contains 527 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1970 members 
Mstep: Class 36 contains 1199 members 
Entering Unmasked Estep 
Score: -28349388.000000 Penalty: 22114.306641
Splitting cluster 2 changes total score from -28349410.000000 to -28349388.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -16012.572266 Penalty: 279.755310
	Iteration 0F: 2 clusters Score -16012.57 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 231 members 
Entering Unmasked Estep 
Score: -15566.817383 Penalty: 559.510620
	Iteration 0F: 3 clusters Score -15566.82 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15715.617188 Penalty: 559.510620
	Iteration 1F: 3 clusters Score -15715.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15740.520508 Penalty: 559.510620
	Iteration 2F: 3 clusters Score -15740.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15762.261719 Penalty: 559.510620
	Iteration 3Q: 3 clusters Score -15762.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15782.828125 Penalty: 559.510620
	Iteration 4Q: 3 clusters Score -15782.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15793.279297 Penalty: 559.510620
	Iteration 5Q: 3 clusters Score -15793.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15800.212891 Penalty: 559.510620
	Iteration 6Q: 3 clusters Score -15800.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15801.024414 Penalty: 559.510620
	Iteration 7Q: 3 clusters Score -15801.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15801.207031 Penalty: 559.510620
	Iteration 8Q: 3 clusters Score -15801.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15801.207031 Penalty: 559.510620
	Iteration 9F: 3 clusters Score -15801.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (226238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226238 members 
Entering Unmasked Estep 
Score: -9283360.000000 Penalty: 560.985107
	Iteration 0F: 2 clusters Score -9283360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112850 members 
Mstep: Class 2 contains 113388 members 
Entering Unmasked Estep 
Score: -9129079.000000 Penalty: 1121.970215
	Iteration 0F: 3 clusters Score -9129079 nChanged 111657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103305 members 
Mstep: Class 2 contains 122933 members 
Entering Unmasked Estep 
Score: -9198937.000000 Penalty: 1121.970215
	Iteration 1F: 3 clusters Score -9198937 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97402 members 
Mstep: Class 2 contains 128836 members 
Entering Unmasked Estep 
Score: -9203124.000000 Penalty: 1121.970215
	Iteration 2Q: 3 clusters Score -9203124 nChanged 12210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88352 members 
Mstep: Class 2 contains 137886 members 
Entering Unmasked Estep 
Score: -9209413.000000 Penalty: 1121.970215
	Iteration 3F: 3 clusters Score -9209413 nChanged 15004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 2 contains 150752 members 
Entering Unmasked Estep 
Score: -9219342.000000 Penalty: 1121.970215
	Iteration 4F: 3 clusters Score -9219342 nChanged 17741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 167055 members 
Entering Unmasked Estep 
Score: -9233254.000000 Penalty: 1121.970215
	Iteration 5F: 3 clusters Score -9233254 nChanged 17998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 184111 members 
Entering Unmasked Estep 
Score: -9248841.000000 Penalty: 1121.970215
	Iteration 6F: 3 clusters Score -9248841 nChanged 14815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 198316 members 
Entering Unmasked Estep 
Score: -9262390.000000 Penalty: 1121.970215
	Iteration 7F: 3 clusters Score -9262390 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 207787 members 
Entering Unmasked Estep 
Score: -9271187.000000 Penalty: 1121.970215
	Iteration 8Q: 3 clusters Score -9271187 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 213502 members 
Entering Unmasked Estep 
Score: -9276245.000000 Penalty: 1121.970215
	Iteration 9Q: 3 clusters Score -9276245 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 217003 members 
Entering Unmasked Estep 
Score: -9279176.000000 Penalty: 1121.970215
	Iteration 10Q: 3 clusters Score -9279176 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 219239 members 
Entering Unmasked Estep 
Score: -9280861.000000 Penalty: 1121.970215
	Iteration 11Q: 3 clusters Score -9280861 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 220765 members 
Entering Unmasked Estep 
Score: -9281919.000000 Penalty: 1121.970215
	Iteration 12Q: 3 clusters Score -9281919 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 221795 members 
Entering Unmasked Estep 
Score: -9282593.000000 Penalty: 1121.970215
	Iteration 13Q: 3 clusters Score -9282593 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 222463 members 
Entering Unmasked Estep 
Score: -9283000.000000 Penalty: 1121.970215
	Iteration 14Q: 3 clusters Score -9283000 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 222909 members 
Entering Unmasked Estep 
Score: -9283229.000000 Penalty: 1121.970215
	Iteration 15Q: 3 clusters Score -9283229 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 223243 members 
Entering Unmasked Estep 
Score: -9283363.000000 Penalty: 1121.970215
	Iteration 16Q: 3 clusters Score -9283363 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 223498 members 
Entering Unmasked Estep 
Score: -9283483.000000 Penalty: 1121.970215
	Iteration 17Q: 3 clusters Score -9283483 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 223682 members 
Entering Unmasked Estep 
Score: -9283554.000000 Penalty: 1121.970215
	Iteration 18Q: 3 clusters Score -9283554 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 223821 members 
Entering Unmasked Estep 
Score: -9283621.000000 Penalty: 1121.970215
	Iteration 19Q: 3 clusters Score -9283621 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 223920 members 
Entering Unmasked Estep 
Score: -9283650.000000 Penalty: 1121.970215
	Iteration 20F: 3 clusters Score -9283650 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 224000 members 
Entering Unmasked Estep 
Score: -9283656.000000 Penalty: 1121.970215
	Iteration 21Q: 3 clusters Score -9283656 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 224045 members 
Entering Unmasked Estep 
Score: -9283650.000000 Penalty: 1121.970215
	Iteration 22Q: 3 clusters Score -9283650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 224076 members 
Entering Unmasked Estep 
Score: -9283650.000000 Penalty: 1121.970215
	Iteration 23Q: 3 clusters Score -9283650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 224102 members 
Entering Unmasked Estep 
Score: -9283652.000000 Penalty: 1121.970215
	Iteration 24Q: 3 clusters Score -9283652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 224121 members 
Entering Unmasked Estep 
Score: -9283643.000000 Penalty: 1121.970215
	Iteration 25Q: 3 clusters Score -9283643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 224130 members 
Entering Unmasked Estep 
Score: -9283651.000000 Penalty: 1121.970215
	Iteration 26Q: 3 clusters Score -9283651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 224133 members 
Entering Unmasked Estep 
Score: -9283655.000000 Penalty: 1121.970215
	Iteration 27Q: 3 clusters Score -9283655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 224135 members 
Entering Unmasked Estep 
Score: -9283649.000000 Penalty: 1121.970215
	Iteration 28Q: 3 clusters Score -9283649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 224139 members 
Entering Unmasked Estep 
Score: -9283657.000000 Penalty: 1121.970215
	Iteration 29Q: 3 clusters Score -9283657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 224144 members 
Entering Unmasked Estep 
Score: -9283648.000000 Penalty: 1121.970215
	Iteration 30Q: 3 clusters Score -9283648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 224152 members 
Entering Unmasked Estep 
Score: -9283654.000000 Penalty: 1121.970215
	Iteration 31Q: 3 clusters Score -9283654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 224158 members 
Entering Unmasked Estep 
Score: -9283659.000000 Penalty: 1121.970215
	Iteration 32Q: 3 clusters Score -9283659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 224160 members 
Entering Unmasked Estep 
Score: -9283664.000000 Penalty: 1121.970215
	Iteration 33Q: 3 clusters Score -9283664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 224160 members 
Entering Unmasked Estep 
Score: -9283665.000000 Penalty: 1121.970215
	Iteration 34Q: 3 clusters Score -9283665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 224160 members 
Entering Unmasked Estep 
Score: -9283667.000000 Penalty: 1121.970215
	Iteration 35Q: 3 clusters Score -9283667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 224158 members 
Entering Unmasked Estep 
Score: -9283664.000000 Penalty: 1121.970215
	Iteration 36Q: 3 clusters Score -9283664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 224159 members 
Entering Unmasked Estep 
Score: -9283661.000000 Penalty: 1121.970215
	Iteration 37Q: 3 clusters Score -9283661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 224159 members 
Entering Unmasked Estep 
Score: -9283661.000000 Penalty: 1121.970215
	Iteration 38F: 3 clusters Score -9283661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 2834 members 
Mstep: Class 8 contains 26741 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3559 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 283957 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 58545 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 19079 members 
Mstep: Class 20 contains 4740 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1195 members 
Mstep: Class 25 contains 13662 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 4638 members 
Mstep: Class 28 contains 7288 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 26338 members 
Mstep: Class 32 contains 527 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1970 members 
Mstep: Class 36 contains 224159 members 
Entering Unmasked Estep 
Score: -28349654.000000 Penalty: 22114.306641
Splitting cluster 4 changes total score from -28349410.000000 to -28349654.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 5 (5999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Entering Unmasked Estep 
Score: -237751.515625 Penalty: 395.820343
	Iteration 0F: 2 clusters Score -237751.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -233804.890625 Penalty: 791.640686
	Iteration 0F: 3 clusters Score -233804.9 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -235463.687500 Penalty: 791.640686
	Iteration 1F: 3 clusters Score -235463.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -235748.750000 Penalty: 791.640686
	Iteration 2F: 3 clusters Score -235748.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -236030.531250 Penalty: 791.640686
	Iteration 3F: 3 clusters Score -236030.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -236313.593750 Penalty: 791.640686
	Iteration 4F: 3 clusters Score -236313.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -236535.375000 Penalty: 791.640686
	Iteration 5F: 3 clusters Score -236535.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -236683.859375 Penalty: 791.640686
	Iteration 6Q: 3 clusters Score -236683.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -236766.359375 Penalty: 791.640686
	Iteration 7Q: 3 clusters Score -236766.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -236809.421875 Penalty: 791.640686
	Iteration 8Q: 3 clusters Score -236809.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -236831.687500 Penalty: 791.640686
	Iteration 9Q: 3 clusters Score -236831.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -236848.671875 Penalty: 791.640686
	Iteration 10Q: 3 clusters Score -236848.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -236864.015625 Penalty: 791.640686
	Iteration 11Q: 3 clusters Score -236864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -236873.515625 Penalty: 791.640686
	Iteration 12Q: 3 clusters Score -236873.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -236880.953125 Penalty: 791.640686
	Iteration 13Q: 3 clusters Score -236881 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -236889.843750 Penalty: 791.640686
	Iteration 14Q: 3 clusters Score -236889.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -236897.984375 Penalty: 791.640686
	Iteration 15Q: 3 clusters Score -236898 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -236907.625000 Penalty: 791.640686
	Iteration 16Q: 3 clusters Score -236907.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -236914.140625 Penalty: 791.640686
	Iteration 17Q: 3 clusters Score -236914.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -236917.421875 Penalty: 791.640686
	Iteration 18Q: 3 clusters Score -236917.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -236920.000000 Penalty: 791.640686
	Iteration 19Q: 3 clusters Score -236920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -236922.640625 Penalty: 791.640686
	Iteration 20F: 3 clusters Score -236922.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -236925.109375 Penalty: 791.640686
	Iteration 21Q: 3 clusters Score -236925.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -236927.812500 Penalty: 791.640686
	Iteration 22Q: 3 clusters Score -236927.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -236931.625000 Penalty: 791.640686
	Iteration 23Q: 3 clusters Score -236931.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -236934.500000 Penalty: 791.640686
	Iteration 24Q: 3 clusters Score -236934.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -236936.828125 Penalty: 791.640686
	Iteration 25Q: 3 clusters Score -236936.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -236940.640625 Penalty: 791.640686
	Iteration 26Q: 3 clusters Score -236940.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -236943.718750 Penalty: 791.640686
	Iteration 27Q: 3 clusters Score -236943.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -236946.406250 Penalty: 791.640686
	Iteration 28Q: 3 clusters Score -236946.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -236949.156250 Penalty: 791.640686
	Iteration 29Q: 3 clusters Score -236949.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -236950.796875 Penalty: 791.640686
	Iteration 30Q: 3 clusters Score -236950.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -236953.015625 Penalty: 791.640686
	Iteration 31Q: 3 clusters Score -236953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -236955.328125 Penalty: 791.640686
	Iteration 32Q: 3 clusters Score -236955.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -236956.546875 Penalty: 791.640686
	Iteration 33Q: 3 clusters Score -236956.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -236958.015625 Penalty: 791.640686
	Iteration 34Q: 3 clusters Score -236958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -236959.984375 Penalty: 791.640686
	Iteration 35Q: 3 clusters Score -236960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -236961.640625 Penalty: 791.640686
	Iteration 36Q: 3 clusters Score -236961.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -236964.031250 Penalty: 791.640686
	Iteration 37Q: 3 clusters Score -236964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -236965.343750 Penalty: 791.640686
	Iteration 38Q: 3 clusters Score -236965.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -236968.093750 Penalty: 791.640686
	Iteration 39Q: 3 clusters Score -236968.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -236969.609375 Penalty: 791.640686
	Iteration 40F: 3 clusters Score -236969.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -236971.968750 Penalty: 791.640686
	Iteration 41Q: 3 clusters Score -236972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -236972.968750 Penalty: 791.640686
	Iteration 42Q: 3 clusters Score -236973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -236973.828125 Penalty: 791.640686
	Iteration 43Q: 3 clusters Score -236973.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -236974.000000 Penalty: 791.640686
	Iteration 44Q: 3 clusters Score -236974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -236975.015625 Penalty: 791.640686
	Iteration 45Q: 3 clusters Score -236975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -236974.890625 Penalty: 791.640686
	Iteration 46Q: 3 clusters Score -236974.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -236976.343750 Penalty: 791.640686
	Iteration 47Q: 3 clusters Score -236976.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -236977.546875 Penalty: 791.640686
	Iteration 48Q: 3 clusters Score -236977.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -236977.968750 Penalty: 791.640686
	Iteration 49Q: 3 clusters Score -236978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -236979.187500 Penalty: 791.640686
	Iteration 50Q: 3 clusters Score -236979.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -236979.281250 Penalty: 791.640686
	Iteration 51Q: 3 clusters Score -236979.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -236980.156250 Penalty: 791.640686
	Iteration 52Q: 3 clusters Score -236980.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -236980.125000 Penalty: 791.640686
	Iteration 53Q: 3 clusters Score -236980.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -236980.250000 Penalty: 791.640686
	Iteration 54Q: 3 clusters Score -236980.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -236980.296875 Penalty: 791.640686
	Iteration 55Q: 3 clusters Score -236980.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -236980.828125 Penalty: 791.640686
	Iteration 56Q: 3 clusters Score -236980.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -236980.546875 Penalty: 791.640686
	Iteration 57Q: 3 clusters Score -236980.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -236980.546875 Penalty: 791.640686
	Iteration 58Q: 3 clusters Score -236980.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -236980.562500 Penalty: 791.640686
	Iteration 59Q: 3 clusters Score -236980.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -236980.562500 Penalty: 791.640686
	Iteration 60F: 3 clusters Score -236980.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Entering Unmasked Estep 
Score: -252185.890625 Penalty: 399.026733
	Iteration 0F: 2 clusters Score -252185.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -247866.031250 Penalty: 798.053467
	Iteration 0F: 3 clusters Score -247866 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -249807.062500 Penalty: 798.053467
	Iteration 1F: 3 clusters Score -249807.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -250214.875000 Penalty: 798.053467
	Iteration 2F: 3 clusters Score -250214.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -250542.796875 Penalty: 798.053467
	Iteration 3F: 3 clusters Score -250542.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -250791.640625 Penalty: 798.053467
	Iteration 4F: 3 clusters Score -250791.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -250951.046875 Penalty: 798.053467
	Iteration 5Q: 3 clusters Score -250951 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -251087.734375 Penalty: 798.053467
	Iteration 6Q: 3 clusters Score -251087.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -251218.140625 Penalty: 798.053467
	Iteration 7Q: 3 clusters Score -251218.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -251342.546875 Penalty: 798.053467
	Iteration 8Q: 3 clusters Score -251342.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -251443.640625 Penalty: 798.053467
	Iteration 9Q: 3 clusters Score -251443.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -251531.234375 Penalty: 798.053467
	Iteration 10Q: 3 clusters Score -251531.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -251616.046875 Penalty: 798.053467
	Iteration 11Q: 3 clusters Score -251616 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -251686.343750 Penalty: 798.053467
	Iteration 12Q: 3 clusters Score -251686.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -251739.843750 Penalty: 798.053467
	Iteration 13Q: 3 clusters Score -251739.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -251782.421875 Penalty: 798.053467
	Iteration 14Q: 3 clusters Score -251782.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -251814.046875 Penalty: 798.053467
	Iteration 15Q: 3 clusters Score -251814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -251830.125000 Penalty: 798.053467
	Iteration 16Q: 3 clusters Score -251830.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -251846.640625 Penalty: 798.053467
	Iteration 17Q: 3 clusters Score -251846.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -251859.390625 Penalty: 798.053467
	Iteration 18Q: 3 clusters Score -251859.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -251870.140625 Penalty: 798.053467
	Iteration 19Q: 3 clusters Score -251870.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -251884.359375 Penalty: 798.053467
	Iteration 20F: 3 clusters Score -251884.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -251891.875000 Penalty: 798.053467
	Iteration 21Q: 3 clusters Score -251891.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -251895.078125 Penalty: 798.053467
	Iteration 22Q: 3 clusters Score -251895.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -251895.406250 Penalty: 798.053467
	Iteration 23Q: 3 clusters Score -251895.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -251896.296875 Penalty: 798.053467
	Iteration 24Q: 3 clusters Score -251896.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -251899.343750 Penalty: 798.053467
	Iteration 25Q: 3 clusters Score -251899.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -251899.937500 Penalty: 798.053467
	Iteration 26Q: 3 clusters Score -251899.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -251900.890625 Penalty: 798.053467
	Iteration 27Q: 3 clusters Score -251900.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -251900.890625 Penalty: 798.053467
	Iteration 28F: 3 clusters Score -251900.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Entering Unmasked Estep 
Score: -99051.789062 Penalty: 361.699707
	Iteration 0F: 2 clusters Score -99051.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -97063.445312 Penalty: 723.399414
	Iteration 0F: 3 clusters Score -97063.45 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -97802.078125 Penalty: 723.399414
	Iteration 1F: 3 clusters Score -97802.08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -97963.242188 Penalty: 723.399414
	Iteration 2F: 3 clusters Score -97963.24 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -98105.875000 Penalty: 723.399414
	Iteration 3F: 3 clusters Score -98105.88 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -98265.960938 Penalty: 723.399414
	Iteration 4F: 3 clusters Score -98265.96 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -98479.945312 Penalty: 723.399414
	Iteration 5F: 3 clusters Score -98479.95 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -98681.914062 Penalty: 723.399414
	Iteration 6F: 3 clusters Score -98681.91 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -98833.539062 Penalty: 723.399414
	Iteration 7F: 3 clusters Score -98833.54 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -98911.664062 Penalty: 723.399414
	Iteration 8Q: 3 clusters Score -98911.66 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -98953.406250 Penalty: 723.399414
	Iteration 9Q: 3 clusters Score -98953.41 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -98975.601562 Penalty: 723.399414
	Iteration 10Q: 3 clusters Score -98975.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -98992.671875 Penalty: 723.399414
	Iteration 11Q: 3 clusters Score -98992.67 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -99010.460938 Penalty: 723.399414
	Iteration 12Q: 3 clusters Score -99010.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -99024.695312 Penalty: 723.399414
	Iteration 13Q: 3 clusters Score -99024.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -99038.804688 Penalty: 723.399414
	Iteration 14Q: 3 clusters Score -99038.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -99047.546875 Penalty: 723.399414
	Iteration 15Q: 3 clusters Score -99047.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -99053.679688 Penalty: 723.399414
	Iteration 16Q: 3 clusters Score -99053.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -99060.703125 Penalty: 723.399414
	Iteration 17Q: 3 clusters Score -99060.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -99066.820312 Penalty: 723.399414
	Iteration 18Q: 3 clusters Score -99066.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -99069.835938 Penalty: 723.399414
	Iteration 19Q: 3 clusters Score -99069.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -99072.171875 Penalty: 723.399414
	Iteration 20F: 3 clusters Score -99072.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -99075.078125 Penalty: 723.399414
	Iteration 21Q: 3 clusters Score -99075.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -99077.960938 Penalty: 723.399414
	Iteration 22Q: 3 clusters Score -99077.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -99079.796875 Penalty: 723.399414
	Iteration 23Q: 3 clusters Score -99079.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -99081.726562 Penalty: 723.399414
	Iteration 24Q: 3 clusters Score -99081.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -99082.750000 Penalty: 723.399414
	Iteration 25Q: 3 clusters Score -99082.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -99083.242188 Penalty: 723.399414
	Iteration 26Q: 3 clusters Score -99083.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -99083.734375 Penalty: 723.399414
	Iteration 27Q: 3 clusters Score -99083.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -99083.742188 Penalty: 723.399414
	Iteration 28Q: 3 clusters Score -99083.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -99083.742188 Penalty: 723.399414
	Iteration 29F: 3 clusters Score -99083.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 26741 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3559 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 283957 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 58545 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 19079 members 
Mstep: Class 20 contains 4740 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1195 members 
Mstep: Class 25 contains 13662 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 4638 members 
Mstep: Class 28 contains 7288 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 26338 members 
Mstep: Class 32 contains 527 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1970 members 
Mstep: Class 36 contains 224159 members 
Mstep: Class 37 contains 2360 members 
Entering Unmasked Estep 
Score: -28349464.000000 Penalty: 22728.593750
Splitting cluster 7 changes total score from -28349410.000000 to -28349464.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 8 (26741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Entering Unmasked Estep 
Score: -1091036.000000 Penalty: 463.824890
	Iteration 0F: 2 clusters Score -1091036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1073272.000000 Penalty: 927.649780
	Iteration 0F: 3 clusters Score -1073272 nChanged 12856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1080907.625000 Penalty: 927.649780
	Iteration 1F: 3 clusters Score -1080908 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1081557.375000 Penalty: 927.649780
	Iteration 2F: 3 clusters Score -1081557 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -1082421.125000 Penalty: 927.649780
	Iteration 3F: 3 clusters Score -1082421 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1083537.250000 Penalty: 927.649780
	Iteration 4F: 3 clusters Score -1083537 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -1084800.625000 Penalty: 927.649780
	Iteration 5F: 3 clusters Score -1084801 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -1085955.375000 Penalty: 927.649780
	Iteration 6F: 3 clusters Score -1085955 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -1086888.125000 Penalty: 927.649780
	Iteration 7F: 3 clusters Score -1086888 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -1087572.875000 Penalty: 927.649780
	Iteration 8Q: 3 clusters Score -1087573 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -1088077.750000 Penalty: 927.649780
	Iteration 9Q: 3 clusters Score -1088078 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -1088460.375000 Penalty: 927.649780
	Iteration 10Q: 3 clusters Score -1088460 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -1088757.000000 Penalty: 927.649780
	Iteration 11Q: 3 clusters Score -1088757 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -1089008.500000 Penalty: 927.649780
	Iteration 12Q: 3 clusters Score -1089008 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -1089222.625000 Penalty: 927.649780
	Iteration 13Q: 3 clusters Score -1089223 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -1089413.000000 Penalty: 927.649780
	Iteration 14Q: 3 clusters Score -1089413 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -1089594.625000 Penalty: 927.649780
	Iteration 15Q: 3 clusters Score -1089595 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -1089790.000000 Penalty: 927.649780
	Iteration 16Q: 3 clusters Score -1089790 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -1089962.000000 Penalty: 927.649780
	Iteration 17Q: 3 clusters Score -1089962 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -1090111.125000 Penalty: 927.649780
	Iteration 18Q: 3 clusters Score -1090111 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -1090242.875000 Penalty: 927.649780
	Iteration 19Q: 3 clusters Score -1090243 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -1090358.875000 Penalty: 927.649780
	Iteration 20F: 3 clusters Score -1090359 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -1090454.250000 Penalty: 927.649780
	Iteration 21Q: 3 clusters Score -1090454 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -1090524.375000 Penalty: 927.649780
	Iteration 22Q: 3 clusters Score -1090524 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -1090565.625000 Penalty: 927.649780
	Iteration 23Q: 3 clusters Score -1090566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -1090597.875000 Penalty: 927.649780
	Iteration 24Q: 3 clusters Score -1090598 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -1090631.750000 Penalty: 927.649780
	Iteration 25Q: 3 clusters Score -1090632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -1090656.375000 Penalty: 927.649780
	Iteration 26Q: 3 clusters Score -1090656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -1090680.000000 Penalty: 927.649780
	Iteration 27Q: 3 clusters Score -1090680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -1090692.500000 Penalty: 927.649780
	Iteration 28Q: 3 clusters Score -1090692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -1090697.000000 Penalty: 927.649780
	Iteration 29Q: 3 clusters Score -1090697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -1090704.250000 Penalty: 927.649780
	Iteration 30Q: 3 clusters Score -1090704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -1090709.250000 Penalty: 927.649780
	Iteration 31Q: 3 clusters Score -1090709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -1090713.375000 Penalty: 927.649780
	Iteration 32Q: 3 clusters Score -1090713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -1090716.625000 Penalty: 927.649780
	Iteration 33Q: 3 clusters Score -1090717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -1090719.625000 Penalty: 927.649780
	Iteration 34Q: 3 clusters Score -1090720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -1090726.500000 Penalty: 927.649780
	Iteration 35Q: 3 clusters Score -1090726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -1090730.375000 Penalty: 927.649780
	Iteration 36Q: 3 clusters Score -1090730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -1090732.250000 Penalty: 927.649780
	Iteration 37Q: 3 clusters Score -1090732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -1090734.500000 Penalty: 927.649780
	Iteration 38Q: 3 clusters Score -1090734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -1090737.375000 Penalty: 927.649780
	Iteration 39Q: 3 clusters Score -1090737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -1090748.750000 Penalty: 927.649780
	Iteration 40F: 3 clusters Score -1090749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -1090753.750000 Penalty: 927.649780
	Iteration 41Q: 3 clusters Score -1090754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -1090761.250000 Penalty: 927.649780
	Iteration 42Q: 3 clusters Score -1090761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -1090768.250000 Penalty: 927.649780
	Iteration 43Q: 3 clusters Score -1090768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -1090769.375000 Penalty: 927.649780
	Iteration 44Q: 3 clusters Score -1090769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -1090772.875000 Penalty: 927.649780
	Iteration 45Q: 3 clusters Score -1090773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -1090772.625000 Penalty: 927.649780
	Iteration 46Q: 3 clusters Score -1090773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -1090773.625000 Penalty: 927.649780
	Iteration 47Q: 3 clusters Score -1090774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -1090774.125000 Penalty: 927.649780
	Iteration 48Q: 3 clusters Score -1090774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -1090774.125000 Penalty: 927.649780
	Iteration 49F: 3 clusters Score -1090774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -10323.942383 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -10323.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9968.516602 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -9968.517 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10037.704102 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -10037.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10057.219727 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -10057.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10072.397461 Penalty: 515.644836
	Iteration 3Q: 3 clusters Score -10072.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10079.276367 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -10079.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10088.618164 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -10088.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10098.401367 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -10098.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10106.020508 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -10106.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10113.798828 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -10113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10115.812500 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -10115.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10116.994141 Penalty: 515.644836
	Iteration 10Q: 3 clusters Score -10116.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10117.569336 Penalty: 515.644836
	Iteration 11Q: 3 clusters Score -10117.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10120.238281 Penalty: 515.644836
	Iteration 12Q: 3 clusters Score -10120.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10121.284180 Penalty: 515.644836
	Iteration 13Q: 3 clusters Score -10121.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10121.284180 Penalty: 515.644836
	Iteration 14F: 3 clusters Score -10121.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Entering Unmasked Estep 
Score: -137626.093750 Penalty: 372.064178
	Iteration 0F: 2 clusters Score -137626.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -135170.859375 Penalty: 744.128357
	Iteration 0F: 3 clusters Score -135170.9 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -136096.718750 Penalty: 744.128357
	Iteration 1F: 3 clusters Score -136096.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -136243.812500 Penalty: 744.128357
	Iteration 2F: 3 clusters Score -136243.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -136336.953125 Penalty: 744.128357
	Iteration 3F: 3 clusters Score -136337 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -136409.375000 Penalty: 744.128357
	Iteration 4Q: 3 clusters Score -136409.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -136455.203125 Penalty: 744.128357
	Iteration 5Q: 3 clusters Score -136455.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -136512.156250 Penalty: 744.128357
	Iteration 6Q: 3 clusters Score -136512.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -136585.343750 Penalty: 744.128357
	Iteration 7Q: 3 clusters Score -136585.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -136642.406250 Penalty: 744.128357
	Iteration 8Q: 3 clusters Score -136642.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -136690.328125 Penalty: 744.128357
	Iteration 9Q: 3 clusters Score -136690.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -136745.250000 Penalty: 744.128357
	Iteration 10Q: 3 clusters Score -136745.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -136804.406250 Penalty: 744.128357
	Iteration 11Q: 3 clusters Score -136804.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -136860.218750 Penalty: 744.128357
	Iteration 12Q: 3 clusters Score -136860.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -136925.031250 Penalty: 744.128357
	Iteration 13Q: 3 clusters Score -136925 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -136992.156250 Penalty: 744.128357
	Iteration 14Q: 3 clusters Score -136992.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -137067.984375 Penalty: 744.128357
	Iteration 15Q: 3 clusters Score -137068 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -137123.953125 Penalty: 744.128357
	Iteration 16Q: 3 clusters Score -137124 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -137169.218750 Penalty: 744.128357
	Iteration 17Q: 3 clusters Score -137169.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -137196.171875 Penalty: 744.128357
	Iteration 18Q: 3 clusters Score -137196.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -137217.203125 Penalty: 744.128357
	Iteration 19Q: 3 clusters Score -137217.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -137242.187500 Penalty: 744.128357
	Iteration 20F: 3 clusters Score -137242.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -137260.796875 Penalty: 744.128357
	Iteration 21Q: 3 clusters Score -137260.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -137275.562500 Penalty: 744.128357
	Iteration 22Q: 3 clusters Score -137275.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -137289.015625 Penalty: 744.128357
	Iteration 23Q: 3 clusters Score -137289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -137295.312500 Penalty: 744.128357
	Iteration 24Q: 3 clusters Score -137295.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -137305.187500 Penalty: 744.128357
	Iteration 25Q: 3 clusters Score -137305.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -137312.375000 Penalty: 744.128357
	Iteration 26Q: 3 clusters Score -137312.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -137319.640625 Penalty: 744.128357
	Iteration 27Q: 3 clusters Score -137319.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -137322.359375 Penalty: 744.128357
	Iteration 28Q: 3 clusters Score -137322.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -137323.187500 Penalty: 744.128357
	Iteration 29Q: 3 clusters Score -137323.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -137326.015625 Penalty: 744.128357
	Iteration 30Q: 3 clusters Score -137326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -137329.187500 Penalty: 744.128357
	Iteration 31Q: 3 clusters Score -137329.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -137331.031250 Penalty: 744.128357
	Iteration 32Q: 3 clusters Score -137331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -137332.156250 Penalty: 744.128357
	Iteration 33Q: 3 clusters Score -137332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -137332.468750 Penalty: 744.128357
	Iteration 34Q: 3 clusters Score -137332.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -137332.468750 Penalty: 744.128357
	Iteration 35F: 3 clusters Score -137332.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Entering Unmasked Estep 
Score: -133047.937500 Penalty: 368.969757
	Iteration 0F: 2 clusters Score -133047.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -130746.250000 Penalty: 737.939514
	Iteration 0F: 3 clusters Score -130746.2 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -131774.484375 Penalty: 737.939514
	Iteration 1F: 3 clusters Score -131774.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -131985.265625 Penalty: 737.939514
	Iteration 2F: 3 clusters Score -131985.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -132178.640625 Penalty: 737.939514
	Iteration 3F: 3 clusters Score -132178.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -132325.171875 Penalty: 737.939514
	Iteration 4F: 3 clusters Score -132325.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -132441.796875 Penalty: 737.939514
	Iteration 5F: 3 clusters Score -132441.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -132526.718750 Penalty: 737.939514
	Iteration 6Q: 3 clusters Score -132526.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -132566.500000 Penalty: 737.939514
	Iteration 7Q: 3 clusters Score -132566.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -132591.062500 Penalty: 737.939514
	Iteration 8Q: 3 clusters Score -132591.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -132612.546875 Penalty: 737.939514
	Iteration 9Q: 3 clusters Score -132612.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -132629.843750 Penalty: 737.939514
	Iteration 10Q: 3 clusters Score -132629.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -132643.015625 Penalty: 737.939514
	Iteration 11Q: 3 clusters Score -132643 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -132658.453125 Penalty: 737.939514
	Iteration 12Q: 3 clusters Score -132658.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -132671.156250 Penalty: 737.939514
	Iteration 13Q: 3 clusters Score -132671.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -132678.125000 Penalty: 737.939514
	Iteration 14Q: 3 clusters Score -132678.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -132680.593750 Penalty: 737.939514
	Iteration 15Q: 3 clusters Score -132680.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -132682.640625 Penalty: 737.939514
	Iteration 16Q: 3 clusters Score -132682.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -132685.718750 Penalty: 737.939514
	Iteration 17Q: 3 clusters Score -132685.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -132690.906250 Penalty: 737.939514
	Iteration 18Q: 3 clusters Score -132690.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -132694.625000 Penalty: 737.939514
	Iteration 19Q: 3 clusters Score -132694.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -132698.328125 Penalty: 737.939514
	Iteration 20F: 3 clusters Score -132698.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -132700.781250 Penalty: 737.939514
	Iteration 21Q: 3 clusters Score -132700.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -132701.609375 Penalty: 737.939514
	Iteration 22Q: 3 clusters Score -132701.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -132705.562500 Penalty: 737.939514
	Iteration 23Q: 3 clusters Score -132705.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -132712.031250 Penalty: 737.939514
	Iteration 24Q: 3 clusters Score -132712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -132724.406250 Penalty: 737.939514
	Iteration 25Q: 3 clusters Score -132724.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -132733.953125 Penalty: 737.939514
	Iteration 26Q: 3 clusters Score -132734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -132742.250000 Penalty: 737.939514
	Iteration 27Q: 3 clusters Score -132742.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -132747.968750 Penalty: 737.939514
	Iteration 28Q: 3 clusters Score -132748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -132760.562500 Penalty: 737.939514
	Iteration 29Q: 3 clusters Score -132760.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -132779.906250 Penalty: 737.939514
	Iteration 30Q: 3 clusters Score -132779.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -132792.531250 Penalty: 737.939514
	Iteration 31Q: 3 clusters Score -132792.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -132799.062500 Penalty: 737.939514
	Iteration 32Q: 3 clusters Score -132799.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -132802.203125 Penalty: 737.939514
	Iteration 33Q: 3 clusters Score -132802.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -132804.359375 Penalty: 737.939514
	Iteration 34Q: 3 clusters Score -132804.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -132807.046875 Penalty: 737.939514
	Iteration 35Q: 3 clusters Score -132807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -132806.843750 Penalty: 737.939514
	Iteration 36Q: 3 clusters Score -132806.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -132808.125000 Penalty: 737.939514
	Iteration 37Q: 3 clusters Score -132808.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -132809.593750 Penalty: 737.939514
	Iteration 38Q: 3 clusters Score -132809.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -132810.390625 Penalty: 737.939514
	Iteration 39Q: 3 clusters Score -132810.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -132811.859375 Penalty: 737.939514
	Iteration 40F: 3 clusters Score -132811.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -132812.453125 Penalty: 737.939514
	Iteration 41Q: 3 clusters Score -132812.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -132813.125000 Penalty: 737.939514
	Iteration 42Q: 3 clusters Score -132813.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -132813.093750 Penalty: 737.939514
	Iteration 43Q: 3 clusters Score -132813.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -132813.546875 Penalty: 737.939514
	Iteration 44Q: 3 clusters Score -132813.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -132813.578125 Penalty: 737.939514
	Iteration 45Q: 3 clusters Score -132813.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -132813.578125 Penalty: 737.939514
	Iteration 46F: 3 clusters Score -132813.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (283957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283957 members 
Entering Unmasked Estep 
Score: -11797447.000000 Penalty: 571.324280
	Iteration 0F: 2 clusters Score -1.179745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141801 members 
Mstep: Class 2 contains 142156 members 
Entering Unmasked Estep 
Score: -11604132.000000 Penalty: 1142.648560
	Iteration 0F: 3 clusters Score -1.160413e+07 nChanged 140318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123489 members 
Mstep: Class 2 contains 160468 members 
Entering Unmasked Estep 
Score: -11694748.000000 Penalty: 1142.648560
	Iteration 1F: 3 clusters Score -1.169475e+07 nChanged 15990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111933 members 
Mstep: Class 2 contains 172024 members 
Entering Unmasked Estep 
Score: -11701599.000000 Penalty: 1142.648560
	Iteration 2F: 3 clusters Score -1.17016e+07 nChanged 18768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96693 members 
Mstep: Class 2 contains 187264 members 
Entering Unmasked Estep 
Score: -11711875.000000 Penalty: 1142.648560
	Iteration 3F: 3 clusters Score -1.171188e+07 nChanged 21011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78076 members 
Mstep: Class 2 contains 205881 members 
Entering Unmasked Estep 
Score: -11726310.000000 Penalty: 1142.648560
	Iteration 4F: 3 clusters Score -1.172631e+07 nChanged 22088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57374 members 
Mstep: Class 2 contains 226583 members 
Entering Unmasked Estep 
Score: -11743988.000000 Penalty: 1142.648560
	Iteration 5F: 3 clusters Score -1.174399e+07 nChanged 20760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 246759 members 
Entering Unmasked Estep 
Score: -11762597.000000 Penalty: 1142.648560
	Iteration 6F: 3 clusters Score -1.17626e+07 nChanged 16749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 263342 members 
Entering Unmasked Estep 
Score: -11778418.000000 Penalty: 1142.648560
	Iteration 7F: 3 clusters Score -1.177842e+07 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 274384 members 
Entering Unmasked Estep 
Score: -11788877.000000 Penalty: 1142.648560
	Iteration 8Q: 3 clusters Score -1.178888e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 280094 members 
Entering Unmasked Estep 
Score: -11794188.000000 Penalty: 1142.648560
	Iteration 9Q: 3 clusters Score -1.179419e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 282348 members 
Entering Unmasked Estep 
Score: -11795978.000000 Penalty: 1142.648560
	Iteration 10Q: 3 clusters Score -1.179598e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 283123 members 
Entering Unmasked Estep 
Score: -11796617.000000 Penalty: 1142.648560
	Iteration 11Q: 3 clusters Score -1.179662e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 283368 members 
Entering Unmasked Estep 
Score: -11796837.000000 Penalty: 1142.648560
	Iteration 12Q: 3 clusters Score -1.179684e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 283446 members 
Entering Unmasked Estep 
Score: -11796991.000000 Penalty: 1142.648560
	Iteration 13Q: 3 clusters Score -1.179699e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 283467 members 
Entering Unmasked Estep 
Score: -11797071.000000 Penalty: 1142.648560
	Iteration 14Q: 3 clusters Score -1.179707e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 283450 members 
Entering Unmasked Estep 
Score: -11797153.000000 Penalty: 1142.648560
	Iteration 15Q: 3 clusters Score -1.179715e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 283437 members 
Entering Unmasked Estep 
Score: -11797195.000000 Penalty: 1142.648560
	Iteration 16Q: 3 clusters Score -1.17972e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 283424 members 
Entering Unmasked Estep 
Score: -11797255.000000 Penalty: 1142.648560
	Iteration 17Q: 3 clusters Score -1.179726e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 283406 members 
Entering Unmasked Estep 
Score: -11797268.000000 Penalty: 1142.648560
	Iteration 18Q: 3 clusters Score -1.179727e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 283389 members 
Entering Unmasked Estep 
Score: -11797331.000000 Penalty: 1142.648560
	Iteration 19Q: 3 clusters Score -1.179733e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 283382 members 
Entering Unmasked Estep 
Score: -11797365.000000 Penalty: 1142.648560
	Iteration 20F: 3 clusters Score -1.179736e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 283357 members 
Entering Unmasked Estep 
Score: -11797392.000000 Penalty: 1142.648560
	Iteration 21Q: 3 clusters Score -1.179739e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 283323 members 
Entering Unmasked Estep 
Score: -11797409.000000 Penalty: 1142.648560
	Iteration 22Q: 3 clusters Score -1.179741e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 283301 members 
Entering Unmasked Estep 
Score: -11797422.000000 Penalty: 1142.648560
	Iteration 23Q: 3 clusters Score -1.179742e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 283282 members 
Entering Unmasked Estep 
Score: -11797428.000000 Penalty: 1142.648560
	Iteration 24Q: 3 clusters Score -1.179743e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 283263 members 
Entering Unmasked Estep 
Score: -11797422.000000 Penalty: 1142.648560
	Iteration 25Q: 3 clusters Score -1.179742e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 283249 members 
Entering Unmasked Estep 
Score: -11797438.000000 Penalty: 1142.648560
	Iteration 26Q: 3 clusters Score -1.179744e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 283237 members 
Entering Unmasked Estep 
Score: -11797441.000000 Penalty: 1142.648560
	Iteration 27Q: 3 clusters Score -1.179744e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 283230 members 
Entering Unmasked Estep 
Score: -11797452.000000 Penalty: 1142.648560
	Iteration 28Q: 3 clusters Score -1.179745e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 283223 members 
Entering Unmasked Estep 
Score: -11797461.000000 Penalty: 1142.648560
	Iteration 29Q: 3 clusters Score -1.179746e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 283212 members 
Entering Unmasked Estep 
Score: -11797477.000000 Penalty: 1142.648560
	Iteration 30Q: 3 clusters Score -1.179748e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 283200 members 
Entering Unmasked Estep 
Score: -11797470.000000 Penalty: 1142.648560
	Iteration 31Q: 3 clusters Score -1.179747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 283192 members 
Entering Unmasked Estep 
Score: -11797466.000000 Penalty: 1142.648560
	Iteration 32Q: 3 clusters Score -1.179747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 283180 members 
Entering Unmasked Estep 
Score: -11797472.000000 Penalty: 1142.648560
	Iteration 33Q: 3 clusters Score -1.179747e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 283170 members 
Entering Unmasked Estep 
Score: -11797471.000000 Penalty: 1142.648560
	Iteration 34Q: 3 clusters Score -1.179747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 283157 members 
Entering Unmasked Estep 
Score: -11797473.000000 Penalty: 1142.648560
	Iteration 35Q: 3 clusters Score -1.179747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 283148 members 
Entering Unmasked Estep 
Score: -11797483.000000 Penalty: 1142.648560
	Iteration 36Q: 3 clusters Score -1.179748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 283139 members 
Entering Unmasked Estep 
Score: -11797484.000000 Penalty: 1142.648560
	Iteration 37Q: 3 clusters Score -1.179748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 283135 members 
Entering Unmasked Estep 
Score: -11797482.000000 Penalty: 1142.648560
	Iteration 38Q: 3 clusters Score -1.179748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 283130 members 
Entering Unmasked Estep 
Score: -11797477.000000 Penalty: 1142.648560
	Iteration 39Q: 3 clusters Score -1.179748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 283127 members 
Entering Unmasked Estep 
Score: -11797485.000000 Penalty: 1142.648560
	Iteration 40F: 3 clusters Score -1.179748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 283120 members 
Entering Unmasked Estep 
Score: -11797469.000000 Penalty: 1142.648560
	Iteration 41Q: 3 clusters Score -1.179747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 283111 members 
Entering Unmasked Estep 
Score: -11797481.000000 Penalty: 1142.648560
	Iteration 42Q: 3 clusters Score -1.179748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 283104 members 
Entering Unmasked Estep 
Score: -11797479.000000 Penalty: 1142.648560
	Iteration 43Q: 3 clusters Score -1.179748e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 283093 members 
Entering Unmasked Estep 
Score: -11797476.000000 Penalty: 1142.648560
	Iteration 44Q: 3 clusters Score -1.179748e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 283081 members 
Entering Unmasked Estep 
Score: -11797473.000000 Penalty: 1142.648560
	Iteration 45Q: 3 clusters Score -1.179747e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 283079 members 
Entering Unmasked Estep 
Score: -11797484.000000 Penalty: 1142.648560
	Iteration 46Q: 3 clusters Score -1.179748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 283075 members 
Entering Unmasked Estep 
Score: -11797486.000000 Penalty: 1142.648560
	Iteration 47Q: 3 clusters Score -1.179749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 283073 members 
Entering Unmasked Estep 
Score: -11797488.000000 Penalty: 1142.648560
	Iteration 48Q: 3 clusters Score -1.179749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 283069 members 
Entering Unmasked Estep 
Score: -11797501.000000 Penalty: 1142.648560
	Iteration 49Q: 3 clusters Score -1.17975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 283062 members 
Entering Unmasked Estep 
Score: -11797488.000000 Penalty: 1142.648560
	Iteration 50Q: 3 clusters Score -1.179749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 283054 members 
Entering Unmasked Estep 
Score: -11797488.000000 Penalty: 1142.648560
	Iteration 51Q: 3 clusters Score -1.179749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 283049 members 
Entering Unmasked Estep 
Score: -11797489.000000 Penalty: 1142.648560
	Iteration 52Q: 3 clusters Score -1.179749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 283047 members 
Entering Unmasked Estep 
Score: -11797494.000000 Penalty: 1142.648560
	Iteration 53Q: 3 clusters Score -1.179749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 283046 members 
Entering Unmasked Estep 
Score: -11797486.000000 Penalty: 1142.648560
	Iteration 54Q: 3 clusters Score -1.179749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 283045 members 
Entering Unmasked Estep 
Score: -11797492.000000 Penalty: 1142.648560
	Iteration 55Q: 3 clusters Score -1.179749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 283045 members 
Entering Unmasked Estep 
Score: -11797492.000000 Penalty: 1142.648560
	Iteration 56F: 3 clusters Score -1.179749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 26741 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3559 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 912 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 58545 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 19079 members 
Mstep: Class 20 contains 4740 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1195 members 
Mstep: Class 25 contains 13662 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 4638 members 
Mstep: Class 28 contains 7288 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 26338 members 
Mstep: Class 32 contains 527 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1970 members 
Mstep: Class 36 contains 224159 members 
Mstep: Class 37 contains 2360 members 
Mstep: Class 38 contains 283045 members 
Entering Unmasked Estep 
Score: -28349372.000000 Penalty: 23342.880859
Splitting cluster 12 changes total score from -28349410.000000 to -28349372.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Entering Unmasked Estep 
Score: -135245.046875 Penalty: 370.596100
	Iteration 0F: 2 clusters Score -135245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -132860.843750 Penalty: 741.192200
	Iteration 0F: 3 clusters Score -132860.8 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -133783.656250 Penalty: 741.192200
	Iteration 1F: 3 clusters Score -133783.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -133912.343750 Penalty: 741.192200
	Iteration 2F: 3 clusters Score -133912.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -134027.359375 Penalty: 741.192200
	Iteration 3F: 3 clusters Score -134027.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -134142.750000 Penalty: 741.192200
	Iteration 4F: 3 clusters Score -134142.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -134263.343750 Penalty: 741.192200
	Iteration 5F: 3 clusters Score -134263.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -134379.890625 Penalty: 741.192200
	Iteration 6F: 3 clusters Score -134379.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -134478.812500 Penalty: 741.192200
	Iteration 7Q: 3 clusters Score -134478.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -134575.750000 Penalty: 741.192200
	Iteration 8Q: 3 clusters Score -134575.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -134693.281250 Penalty: 741.192200
	Iteration 9Q: 3 clusters Score -134693.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -134780.203125 Penalty: 741.192200
	Iteration 10Q: 3 clusters Score -134780.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -134833.171875 Penalty: 741.192200
	Iteration 11Q: 3 clusters Score -134833.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -134920.531250 Penalty: 741.192200
	Iteration 12Q: 3 clusters Score -134920.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -135049.328125 Penalty: 741.192200
	Iteration 13Q: 3 clusters Score -135049.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -135129.765625 Penalty: 741.192200
	Iteration 14Q: 3 clusters Score -135129.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -135185.578125 Penalty: 741.192200
	Iteration 15Q: 3 clusters Score -135185.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -135226.187500 Penalty: 741.192200
	Iteration 16Q: 3 clusters Score -135226.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -135248.578125 Penalty: 741.192200
	Iteration 17Q: 3 clusters Score -135248.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -135273.171875 Penalty: 741.192200
	Iteration 18Q: 3 clusters Score -135273.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -135292.562500 Penalty: 741.192200
	Iteration 19Q: 3 clusters Score -135292.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -135305.343750 Penalty: 741.192200
	Iteration 20F: 3 clusters Score -135305.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -135317.515625 Penalty: 741.192200
	Iteration 21Q: 3 clusters Score -135317.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -135328.109375 Penalty: 741.192200
	Iteration 22Q: 3 clusters Score -135328.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -135345.796875 Penalty: 741.192200
	Iteration 23Q: 3 clusters Score -135345.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -135374.234375 Penalty: 741.192200
	Iteration 24Q: 3 clusters Score -135374.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -135412.531250 Penalty: 741.192200
	Iteration 25Q: 3 clusters Score -135412.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -135456.781250 Penalty: 741.192200
	Iteration 26Q: 3 clusters Score -135456.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -135512.125000 Penalty: 741.192200
	Iteration 27Q: 3 clusters Score -135512.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -135572.203125 Penalty: 741.192200
	Iteration 28Q: 3 clusters Score -135572.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -135623.046875 Penalty: 741.192200
	Iteration 29Q: 3 clusters Score -135623 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -135671.109375 Penalty: 741.192200
	Iteration 30Q: 3 clusters Score -135671.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -135693.812500 Penalty: 741.192200
	Iteration 31Q: 3 clusters Score -135693.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -135702.859375 Penalty: 741.192200
	Iteration 32Q: 3 clusters Score -135702.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -135714.421875 Penalty: 741.192200
	Iteration 33Q: 3 clusters Score -135714.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -135718.046875 Penalty: 741.192200
	Iteration 34Q: 3 clusters Score -135718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -135721.109375 Penalty: 741.192200
	Iteration 35Q: 3 clusters Score -135721.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -135722.921875 Penalty: 741.192200
	Iteration 36Q: 3 clusters Score -135722.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -135723.640625 Penalty: 741.192200
	Iteration 37Q: 3 clusters Score -135723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -135723.562500 Penalty: 741.192200
	Iteration 38Q: 3 clusters Score -135723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -135723.875000 Penalty: 741.192200
	Iteration 39Q: 3 clusters Score -135723.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -135759.468750 Penalty: 741.192200
	Iteration 40F: 3 clusters Score -135759.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -135782.468750 Penalty: 741.192200
	Iteration 41Q: 3 clusters Score -135782.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -135791.296875 Penalty: 741.192200
	Iteration 42Q: 3 clusters Score -135791.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -135796.125000 Penalty: 741.192200
	Iteration 43Q: 3 clusters Score -135796.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -135797.953125 Penalty: 741.192200
	Iteration 44Q: 3 clusters Score -135798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -135798.546875 Penalty: 741.192200
	Iteration 45Q: 3 clusters Score -135798.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -135798.953125 Penalty: 741.192200
	Iteration 46Q: 3 clusters Score -135799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -135799.156250 Penalty: 741.192200
	Iteration 47Q: 3 clusters Score -135799.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -135798.984375 Penalty: 741.192200
	Iteration 48Q: 3 clusters Score -135799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -135798.984375 Penalty: 741.192200
	Iteration 49F: 3 clusters Score -135799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 26741 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3559 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 283957 members 
Mstep: Class 13 contains 2124 members 
Mstep: Class 14 contains 58545 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 19079 members 
Mstep: Class 20 contains 4740 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1195 members 
Mstep: Class 25 contains 13662 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 4638 members 
Mstep: Class 28 contains 7288 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 26338 members 
Mstep: Class 32 contains 527 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1970 members 
Mstep: Class 36 contains 224159 members 
Mstep: Class 37 contains 2360 members 
Mstep: Class 38 contains 1322 members 
Entering Unmasked Estep 
Score: -28349854.000000 Penalty: 23342.880859
Splitting cluster 13 changes total score from -28349410.000000 to -28349854.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 14 (58545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Entering Unmasked Estep 
Score: -2358418.500000 Penalty: 499.478546
	Iteration 0F: 2 clusters Score -2358418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -2318923.250000 Penalty: 998.957092
	Iteration 0F: 3 clusters Score -2318923 nChanged 28478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -2336784.750000 Penalty: 998.957092
	Iteration 1F: 3 clusters Score -2336785 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -2337897.250000 Penalty: 998.957092
	Iteration 2Q: 3 clusters Score -2337897 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -2339189.500000 Penalty: 998.957092
	Iteration 3F: 3 clusters Score -2339190 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -2340524.250000 Penalty: 998.957092
	Iteration 4F: 3 clusters Score -2340524 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -2341807.500000 Penalty: 998.957092
	Iteration 5F: 3 clusters Score -2341808 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -2342932.000000 Penalty: 998.957092
	Iteration 6Q: 3 clusters Score -2342932 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -2343925.000000 Penalty: 998.957092
	Iteration 7Q: 3 clusters Score -2343925 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -2344859.000000 Penalty: 998.957092
	Iteration 8Q: 3 clusters Score -2344859 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -2345822.250000 Penalty: 998.957092
	Iteration 9Q: 3 clusters Score -2345822 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -2346929.250000 Penalty: 998.957092
	Iteration 10Q: 3 clusters Score -2346929 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -2348211.250000 Penalty: 998.957092
	Iteration 11Q: 3 clusters Score -2348211 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -2349758.000000 Penalty: 998.957092
	Iteration 12Q: 3 clusters Score -2349758 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -2351441.750000 Penalty: 998.957092
	Iteration 13Q: 3 clusters Score -2351442 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -2353002.000000 Penalty: 998.957092
	Iteration 14Q: 3 clusters Score -2353002 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -2354391.500000 Penalty: 998.957092
	Iteration 15Q: 3 clusters Score -2354392 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
Score: -2355447.000000 Penalty: 998.957092
	Iteration 16Q: 3 clusters Score -2355447 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -2356212.500000 Penalty: 998.957092
	Iteration 17Q: 3 clusters Score -2356212 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -2356746.000000 Penalty: 998.957092
	Iteration 18Q: 3 clusters Score -2356746 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -2357135.000000 Penalty: 998.957092
	Iteration 19Q: 3 clusters Score -2357135 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 56821 members 
Entering Unmasked Estep 
Score: -2357439.750000 Penalty: 998.957092
	Iteration 20F: 3 clusters Score -2357440 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -2357635.000000 Penalty: 998.957092
	Iteration 21Q: 3 clusters Score -2357635 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -2357766.250000 Penalty: 998.957092
	Iteration 22Q: 3 clusters Score -2357766 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 57695 members 
Entering Unmasked Estep 
Score: -2357856.750000 Penalty: 998.957092
	Iteration 23Q: 3 clusters Score -2357857 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -2357928.250000 Penalty: 998.957092
	Iteration 24Q: 3 clusters Score -2357928 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 57934 members 
Entering Unmasked Estep 
Score: -2357982.250000 Penalty: 998.957092
	Iteration 25Q: 3 clusters Score -2357982 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -2358019.000000 Penalty: 998.957092
	Iteration 26Q: 3 clusters Score -2358019 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 58051 members 
Entering Unmasked Estep 
Score: -2358034.250000 Penalty: 998.957092
	Iteration 27Q: 3 clusters Score -2358034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -2358056.000000 Penalty: 998.957092
	Iteration 28Q: 3 clusters Score -2358056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 58128 members 
Entering Unmasked Estep 
Score: -2358069.750000 Penalty: 998.957092
	Iteration 29Q: 3 clusters Score -2358070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -2358075.500000 Penalty: 998.957092
	Iteration 30Q: 3 clusters Score -2358076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 58158 members 
Entering Unmasked Estep 
Score: -2358073.750000 Penalty: 998.957092
	Iteration 31Q: 3 clusters Score -2358074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 58167 members 
Entering Unmasked Estep 
Score: -2358080.500000 Penalty: 998.957092
	Iteration 32Q: 3 clusters Score -2358080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 58179 members 
Entering Unmasked Estep 
Score: -2358086.250000 Penalty: 998.957092
	Iteration 33Q: 3 clusters Score -2358086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -2358095.000000 Penalty: 998.957092
	Iteration 34Q: 3 clusters Score -2358095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -2358102.500000 Penalty: 998.957092
	Iteration 35Q: 3 clusters Score -2358102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
Score: -2358113.000000 Penalty: 998.957092
	Iteration 36Q: 3 clusters Score -2358113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 58203 members 
Entering Unmasked Estep 
Score: -2358122.000000 Penalty: 998.957092
	Iteration 37Q: 3 clusters Score -2358122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -2358127.000000 Penalty: 998.957092
	Iteration 38Q: 3 clusters Score -2358127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 58214 members 
Entering Unmasked Estep 
Score: -2358133.000000 Penalty: 998.957092
	Iteration 39Q: 3 clusters Score -2358133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -2358136.500000 Penalty: 998.957092
	Iteration 40F: 3 clusters Score -2358136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -2358142.250000 Penalty: 998.957092
	Iteration 41Q: 3 clusters Score -2358142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -2358144.250000 Penalty: 998.957092
	Iteration 42Q: 3 clusters Score -2358144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 58225 members 
Entering Unmasked Estep 
Score: -2358150.750000 Penalty: 998.957092
	Iteration 43Q: 3 clusters Score -2358151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -2358162.250000 Penalty: 998.957092
	Iteration 44Q: 3 clusters Score -2358162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 58233 members 
Entering Unmasked Estep 
Score: -2358174.750000 Penalty: 998.957092
	Iteration 45Q: 3 clusters Score -2358175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 58239 members 
Entering Unmasked Estep 
Score: -2358198.750000 Penalty: 998.957092
	Iteration 46Q: 3 clusters Score -2358199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -2358214.250000 Penalty: 998.957092
	Iteration 47Q: 3 clusters Score -2358214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 58235 members 
Entering Unmasked Estep 
Score: -2358229.750000 Penalty: 998.957092
	Iteration 48Q: 3 clusters Score -2358230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 58227 members 
Entering Unmasked Estep 
Score: -2358243.250000 Penalty: 998.957092
	Iteration 49Q: 3 clusters Score -2358243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 58217 members 
Entering Unmasked Estep 
Score: -2358261.500000 Penalty: 998.957092
	Iteration 50Q: 3 clusters Score -2358262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -2358276.000000 Penalty: 998.957092
	Iteration 51Q: 3 clusters Score -2358276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 58203 members 
Entering Unmasked Estep 
Score: -2358286.750000 Penalty: 998.957092
	Iteration 52Q: 3 clusters Score -2358287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -2358285.500000 Penalty: 998.957092
	Iteration 53Q: 3 clusters Score -2358286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 58183 members 
Entering Unmasked Estep 
Score: -2358287.500000 Penalty: 998.957092
	Iteration 54Q: 3 clusters Score -2358288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 58177 members 
Entering Unmasked Estep 
Score: -2358289.500000 Penalty: 998.957092
	Iteration 55Q: 3 clusters Score -2358290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 58170 members 
Entering Unmasked Estep 
Score: -2358293.000000 Penalty: 998.957092
	Iteration 56Q: 3 clusters Score -2358293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 58165 members 
Entering Unmasked Estep 
Score: -2358294.750000 Penalty: 998.957092
	Iteration 57Q: 3 clusters Score -2358295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -2358295.750000 Penalty: 998.957092
	Iteration 58Q: 3 clusters Score -2358296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 58156 members 
Entering Unmasked Estep 
Score: -2358298.250000 Penalty: 998.957092
	Iteration 59Q: 3 clusters Score -2358298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
Score: -2358299.000000 Penalty: 998.957092
	Iteration 60F: 3 clusters Score -2358299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -2358301.000000 Penalty: 998.957092
	Iteration 61Q: 3 clusters Score -2358301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -2358303.000000 Penalty: 998.957092
	Iteration 62Q: 3 clusters Score -2358303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 58143 members 
Entering Unmasked Estep 
Score: -2358305.250000 Penalty: 998.957092
	Iteration 63Q: 3 clusters Score -2358305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -2358308.250000 Penalty: 998.957092
	Iteration 64Q: 3 clusters Score -2358308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 58133 members 
Entering Unmasked Estep 
Score: -2358313.750000 Penalty: 998.957092
	Iteration 65Q: 3 clusters Score -2358314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 58135 members 
Entering Unmasked Estep 
Score: -2358315.750000 Penalty: 998.957092
	Iteration 66Q: 3 clusters Score -2358316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -2358314.250000 Penalty: 998.957092
	Iteration 67Q: 3 clusters Score -2358314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -2358315.250000 Penalty: 998.957092
	Iteration 68Q: 3 clusters Score -2358315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 58136 members 
Entering Unmasked Estep 
Score: -2358317.000000 Penalty: 998.957092
	Iteration 69Q: 3 clusters Score -2358317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -2358319.500000 Penalty: 998.957092
	Iteration 70Q: 3 clusters Score -2358320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -2358318.750000 Penalty: 998.957092
	Iteration 71Q: 3 clusters Score -2358319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -2358318.750000 Penalty: 998.957092
	Iteration 72F: 3 clusters Score -2358319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -18936.841797 Penalty: 281.566010
	Iteration 0F: 2 clusters Score -18936.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18453.652344 Penalty: 563.132019
	Iteration 0F: 3 clusters Score -18453.65 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18568.728516 Penalty: 563.132019
	Iteration 1F: 3 clusters Score -18568.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18613.593750 Penalty: 563.132019
	Iteration 2F: 3 clusters Score -18613.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18638.609375 Penalty: 563.132019
	Iteration 3F: 3 clusters Score -18638.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18647.001953 Penalty: 563.132019
	Iteration 4Q: 3 clusters Score -18647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18653.484375 Penalty: 563.132019
	Iteration 5Q: 3 clusters Score -18653.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18656.845703 Penalty: 563.132019
	Iteration 6Q: 3 clusters Score -18656.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18659.800781 Penalty: 563.132019
	Iteration 7Q: 3 clusters Score -18659.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18662.646484 Penalty: 563.132019
	Iteration 8Q: 3 clusters Score -18662.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18667.021484 Penalty: 563.132019
	Iteration 9Q: 3 clusters Score -18667.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18672.880859 Penalty: 563.132019
	Iteration 10Q: 3 clusters Score -18672.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18675.322266 Penalty: 563.132019
	Iteration 11Q: 3 clusters Score -18675.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18678.804688 Penalty: 563.132019
	Iteration 12Q: 3 clusters Score -18678.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18682.667969 Penalty: 563.132019
	Iteration 13Q: 3 clusters Score -18682.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18688.410156 Penalty: 563.132019
	Iteration 14Q: 3 clusters Score -18688.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18694.445312 Penalty: 563.132019
	Iteration 15Q: 3 clusters Score -18694.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18695.146484 Penalty: 563.132019
	Iteration 16Q: 3 clusters Score -18695.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18695.652344 Penalty: 563.132019
	Iteration 17Q: 3 clusters Score -18695.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18695.652344 Penalty: 563.132019
	Iteration 18F: 3 clusters Score -18695.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -43258.187500 Penalty: 321.679291
	Iteration 0F: 2 clusters Score -43258.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -42362.917969 Penalty: 643.358582
	Iteration 0F: 3 clusters Score -42362.92 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -42680.667969 Penalty: 643.358582
	Iteration 1F: 3 clusters Score -42680.67 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -42767.835938 Penalty: 643.358582
	Iteration 2F: 3 clusters Score -42767.84 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -42866.656250 Penalty: 643.358582
	Iteration 3F: 3 clusters Score -42866.66 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -42947.894531 Penalty: 643.358582
	Iteration 4F: 3 clusters Score -42947.89 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -43011.875000 Penalty: 643.358582
	Iteration 5F: 3 clusters Score -43011.88 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -43085.796875 Penalty: 643.358582
	Iteration 6Q: 3 clusters Score -43085.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -43184.941406 Penalty: 643.358582
	Iteration 7Q: 3 clusters Score -43184.94 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -43256.941406 Penalty: 643.358582
	Iteration 8Q: 3 clusters Score -43256.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -43294.195312 Penalty: 643.358582
	Iteration 9Q: 3 clusters Score -43294.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -43302.800781 Penalty: 643.358582
	Iteration 10Q: 3 clusters Score -43302.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -43306.964844 Penalty: 643.358582
	Iteration 11Q: 3 clusters Score -43306.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -43310.441406 Penalty: 643.358582
	Iteration 12Q: 3 clusters Score -43310.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -43314.472656 Penalty: 643.358582
	Iteration 13Q: 3 clusters Score -43314.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -43321.093750 Penalty: 643.358582
	Iteration 14Q: 3 clusters Score -43321.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -43328.613281 Penalty: 643.358582
	Iteration 15Q: 3 clusters Score -43328.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -43332.171875 Penalty: 643.358582
	Iteration 16Q: 3 clusters Score -43332.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -43333.308594 Penalty: 643.358582
	Iteration 17Q: 3 clusters Score -43333.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -43334.046875 Penalty: 643.358582
	Iteration 18Q: 3 clusters Score -43334.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -43335.281250 Penalty: 643.358582
	Iteration 19Q: 3 clusters Score -43335.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -43335.281250 Penalty: 643.358582
	Iteration 20F: 3 clusters Score -43335.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 26741 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3559 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 283957 members 
Mstep: Class 13 contains 2124 members 
Mstep: Class 14 contains 58545 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 446 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 19079 members 
Mstep: Class 20 contains 4740 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1195 members 
Mstep: Class 25 contains 13662 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 4638 members 
Mstep: Class 28 contains 7288 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 26338 members 
Mstep: Class 32 contains 527 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1970 members 
Mstep: Class 36 contains 224159 members 
Mstep: Class 37 contains 2360 members 
Mstep: Class 38 contains 1322 members 
Mstep: Class 39 contains 730 members 
Entering Unmasked Estep 
Score: -28349648.000000 Penalty: 23957.166016
Splitting cluster 16 changes total score from -28349410.000000 to -28349648.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 17 (6452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Entering Unmasked Estep 
Score: -253999.609375 Penalty: 399.132599
	Iteration 0F: 2 clusters Score -253999.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -249627.984375 Penalty: 798.265198
	Iteration 0F: 3 clusters Score -249628 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -251419.687500 Penalty: 798.265198
	Iteration 1F: 3 clusters Score -251419.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -251821.234375 Penalty: 798.265198
	Iteration 2F: 3 clusters Score -251821.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -252290.296875 Penalty: 798.265198
	Iteration 3F: 3 clusters Score -252290.3 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -252834.265625 Penalty: 798.265198
	Iteration 4F: 3 clusters Score -252834.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -253285.984375 Penalty: 798.265198
	Iteration 5F: 3 clusters Score -253286 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -253542.171875 Penalty: 798.265198
	Iteration 6F: 3 clusters Score -253542.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -253638.984375 Penalty: 798.265198
	Iteration 7Q: 3 clusters Score -253639 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -253673.843750 Penalty: 798.265198
	Iteration 8Q: 3 clusters Score -253673.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -253691.718750 Penalty: 798.265198
	Iteration 9Q: 3 clusters Score -253691.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -253702.593750 Penalty: 798.265198
	Iteration 10Q: 3 clusters Score -253702.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -253711.203125 Penalty: 798.265198
	Iteration 11Q: 3 clusters Score -253711.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -253718.296875 Penalty: 798.265198
	Iteration 12Q: 3 clusters Score -253718.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -253724.375000 Penalty: 798.265198
	Iteration 13Q: 3 clusters Score -253724.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -253727.656250 Penalty: 798.265198
	Iteration 14Q: 3 clusters Score -253727.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -253730.000000 Penalty: 798.265198
	Iteration 15Q: 3 clusters Score -253730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -253731.375000 Penalty: 798.265198
	Iteration 16Q: 3 clusters Score -253731.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -253732.468750 Penalty: 798.265198
	Iteration 17Q: 3 clusters Score -253732.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -253733.750000 Penalty: 798.265198
	Iteration 18Q: 3 clusters Score -253733.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -253735.796875 Penalty: 798.265198
	Iteration 19Q: 3 clusters Score -253735.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -253736.265625 Penalty: 798.265198
	Iteration 20F: 3 clusters Score -253736.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -253737.453125 Penalty: 798.265198
	Iteration 21Q: 3 clusters Score -253737.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -253737.609375 Penalty: 798.265198
	Iteration 22Q: 3 clusters Score -253737.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -253737.656250 Penalty: 798.265198
	Iteration 23Q: 3 clusters Score -253737.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -253738.187500 Penalty: 798.265198
	Iteration 24Q: 3 clusters Score -253738.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -253739.453125 Penalty: 798.265198
	Iteration 25Q: 3 clusters Score -253739.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -253739.812500 Penalty: 798.265198
	Iteration 26Q: 3 clusters Score -253739.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -253740.359375 Penalty: 798.265198
	Iteration 27Q: 3 clusters Score -253740.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -253741.171875 Penalty: 798.265198
	Iteration 28Q: 3 clusters Score -253741.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -253742.046875 Penalty: 798.265198
	Iteration 29Q: 3 clusters Score -253742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -253742.015625 Penalty: 798.265198
	Iteration 30Q: 3 clusters Score -253742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -253742.031250 Penalty: 798.265198
	Iteration 31Q: 3 clusters Score -253742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -253742.515625 Penalty: 798.265198
	Iteration 32Q: 3 clusters Score -253742.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -253742.781250 Penalty: 798.265198
	Iteration 33Q: 3 clusters Score -253742.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -253743.468750 Penalty: 798.265198
	Iteration 34Q: 3 clusters Score -253743.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -253743.406250 Penalty: 798.265198
	Iteration 35Q: 3 clusters Score -253743.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -253743.546875 Penalty: 798.265198
	Iteration 36Q: 3 clusters Score -253743.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -253743.546875 Penalty: 798.265198
	Iteration 37F: 3 clusters Score -253743.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Entering Unmasked Estep 
Score: -144154.140625 Penalty: 372.471466
	Iteration 0F: 2 clusters Score -144154.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -141656.296875 Penalty: 744.942932
	Iteration 0F: 3 clusters Score -141656.3 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -142740.093750 Penalty: 744.942932
	Iteration 1F: 3 clusters Score -142740.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -142882.906250 Penalty: 744.942932
	Iteration 2F: 3 clusters Score -142882.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -142987.921875 Penalty: 744.942932
	Iteration 3F: 3 clusters Score -142987.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -143078.125000 Penalty: 744.942932
	Iteration 4Q: 3 clusters Score -143078.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -143175.359375 Penalty: 744.942932
	Iteration 5Q: 3 clusters Score -143175.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -143307.937500 Penalty: 744.942932
	Iteration 6F: 3 clusters Score -143307.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -143421.046875 Penalty: 744.942932
	Iteration 7Q: 3 clusters Score -143421 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -143502.484375 Penalty: 744.942932
	Iteration 8Q: 3 clusters Score -143502.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -143559.109375 Penalty: 744.942932
	Iteration 9Q: 3 clusters Score -143559.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -143598.765625 Penalty: 744.942932
	Iteration 10Q: 3 clusters Score -143598.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -143627.437500 Penalty: 744.942932
	Iteration 11Q: 3 clusters Score -143627.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -143644.359375 Penalty: 744.942932
	Iteration 12Q: 3 clusters Score -143644.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -143661.234375 Penalty: 744.942932
	Iteration 13Q: 3 clusters Score -143661.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -143673.828125 Penalty: 744.942932
	Iteration 14Q: 3 clusters Score -143673.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -143690.156250 Penalty: 744.942932
	Iteration 15Q: 3 clusters Score -143690.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -143706.796875 Penalty: 744.942932
	Iteration 16Q: 3 clusters Score -143706.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -143716.281250 Penalty: 744.942932
	Iteration 17Q: 3 clusters Score -143716.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -143726.312500 Penalty: 744.942932
	Iteration 18Q: 3 clusters Score -143726.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -143738.500000 Penalty: 744.942932
	Iteration 19Q: 3 clusters Score -143738.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -143753.250000 Penalty: 744.942932
	Iteration 20F: 3 clusters Score -143753.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -143767.593750 Penalty: 744.942932
	Iteration 21Q: 3 clusters Score -143767.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -143778.421875 Penalty: 744.942932
	Iteration 22Q: 3 clusters Score -143778.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -143795.125000 Penalty: 744.942932
	Iteration 23Q: 3 clusters Score -143795.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -143825.562500 Penalty: 744.942932
	Iteration 24Q: 3 clusters Score -143825.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -143855.593750 Penalty: 744.942932
	Iteration 25Q: 3 clusters Score -143855.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -143878.421875 Penalty: 744.942932
	Iteration 26Q: 3 clusters Score -143878.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -143903.437500 Penalty: 744.942932
	Iteration 27Q: 3 clusters Score -143903.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -143916.843750 Penalty: 744.942932
	Iteration 28Q: 3 clusters Score -143916.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -143927.828125 Penalty: 744.942932
	Iteration 29Q: 3 clusters Score -143927.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -143933.515625 Penalty: 744.942932
	Iteration 30Q: 3 clusters Score -143933.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -143938.421875 Penalty: 744.942932
	Iteration 31Q: 3 clusters Score -143938.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -143941.625000 Penalty: 744.942932
	Iteration 32Q: 3 clusters Score -143941.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -143943.765625 Penalty: 744.942932
	Iteration 33Q: 3 clusters Score -143943.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -143945.078125 Penalty: 744.942932
	Iteration 34Q: 3 clusters Score -143945.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -143945.859375 Penalty: 744.942932
	Iteration 35Q: 3 clusters Score -143945.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -143945.890625 Penalty: 744.942932
	Iteration 36Q: 3 clusters Score -143945.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -143945.875000 Penalty: 744.942932
	Iteration 37Q: 3 clusters Score -143945.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -143945.875000 Penalty: 744.942932
	Iteration 38F: 3 clusters Score -143945.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Entering Unmasked Estep 
Score: -756528.250000 Penalty: 448.463623
	Iteration 0F: 2 clusters Score -756528.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -743810.125000 Penalty: 896.927246
	Iteration 0F: 3 clusters Score -743810.1 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -749587.562500 Penalty: 896.927246
	Iteration 1F: 3 clusters Score -749587.6 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -750269.375000 Penalty: 896.927246
	Iteration 2F: 3 clusters Score -750269.4 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -751121.125000 Penalty: 896.927246
	Iteration 3F: 3 clusters Score -751121.1 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -752233.937500 Penalty: 896.927246
	Iteration 4F: 3 clusters Score -752233.9 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -753381.000000 Penalty: 896.927246
	Iteration 5F: 3 clusters Score -753381 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -754189.562500 Penalty: 896.927246
	Iteration 6F: 3 clusters Score -754189.6 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -754609.875000 Penalty: 896.927246
	Iteration 7Q: 3 clusters Score -754609.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -754841.125000 Penalty: 896.927246
	Iteration 8Q: 3 clusters Score -754841.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -754987.062500 Penalty: 896.927246
	Iteration 9Q: 3 clusters Score -754987.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -755112.875000 Penalty: 896.927246
	Iteration 10Q: 3 clusters Score -755112.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -755228.562500 Penalty: 896.927246
	Iteration 11Q: 3 clusters Score -755228.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -755326.000000 Penalty: 896.927246
	Iteration 12Q: 3 clusters Score -755326 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -755408.687500 Penalty: 896.927246
	Iteration 13Q: 3 clusters Score -755408.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -755487.125000 Penalty: 896.927246
	Iteration 14Q: 3 clusters Score -755487.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -755564.562500 Penalty: 896.927246
	Iteration 15Q: 3 clusters Score -755564.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -755616.062500 Penalty: 896.927246
	Iteration 16Q: 3 clusters Score -755616.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -755644.937500 Penalty: 896.927246
	Iteration 17Q: 3 clusters Score -755644.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -755671.875000 Penalty: 896.927246
	Iteration 18Q: 3 clusters Score -755671.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -755695.500000 Penalty: 896.927246
	Iteration 19Q: 3 clusters Score -755695.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -755708.187500 Penalty: 896.927246
	Iteration 20F: 3 clusters Score -755708.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -755722.875000 Penalty: 896.927246
	Iteration 21Q: 3 clusters Score -755722.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -755729.562500 Penalty: 896.927246
	Iteration 22Q: 3 clusters Score -755729.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -755741.562500 Penalty: 896.927246
	Iteration 23Q: 3 clusters Score -755741.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -755751.562500 Penalty: 896.927246
	Iteration 24Q: 3 clusters Score -755751.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -755759.812500 Penalty: 896.927246
	Iteration 25Q: 3 clusters Score -755759.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -755764.187500 Penalty: 896.927246
	Iteration 26Q: 3 clusters Score -755764.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -755773.937500 Penalty: 896.927246
	Iteration 27Q: 3 clusters Score -755773.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -755790.750000 Penalty: 896.927246
	Iteration 28Q: 3 clusters Score -755790.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -755806.187500 Penalty: 896.927246
	Iteration 29Q: 3 clusters Score -755806.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -755838.375000 Penalty: 896.927246
	Iteration 30Q: 3 clusters Score -755838.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -755880.437500 Penalty: 896.927246
	Iteration 31Q: 3 clusters Score -755880.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -755954.375000 Penalty: 896.927246
	Iteration 32Q: 3 clusters Score -755954.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -756087.500000 Penalty: 896.927246
	Iteration 33Q: 3 clusters Score -756087.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -756201.562500 Penalty: 896.927246
	Iteration 34Q: 3 clusters Score -756201.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -756267.312500 Penalty: 896.927246
	Iteration 35Q: 3 clusters Score -756267.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -756308.625000 Penalty: 896.927246
	Iteration 36Q: 3 clusters Score -756308.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -756337.937500 Penalty: 896.927246
	Iteration 37Q: 3 clusters Score -756337.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -756361.437500 Penalty: 896.927246
	Iteration 38Q: 3 clusters Score -756361.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -756374.062500 Penalty: 896.927246
	Iteration 39Q: 3 clusters Score -756374.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -756390.000000 Penalty: 896.927246
	Iteration 40F: 3 clusters Score -756390 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -756398.562500 Penalty: 896.927246
	Iteration 41Q: 3 clusters Score -756398.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -756408.562500 Penalty: 896.927246
	Iteration 42Q: 3 clusters Score -756408.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -756413.312500 Penalty: 896.927246
	Iteration 43Q: 3 clusters Score -756413.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -756422.062500 Penalty: 896.927246
	Iteration 44Q: 3 clusters Score -756422.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -756427.937500 Penalty: 896.927246
	Iteration 45Q: 3 clusters Score -756427.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -756434.562500 Penalty: 896.927246
	Iteration 46Q: 3 clusters Score -756434.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -756437.687500 Penalty: 896.927246
	Iteration 47Q: 3 clusters Score -756437.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -756443.750000 Penalty: 896.927246
	Iteration 48Q: 3 clusters Score -756443.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -756450.937500 Penalty: 896.927246
	Iteration 49Q: 3 clusters Score -756450.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -756457.562500 Penalty: 896.927246
	Iteration 50Q: 3 clusters Score -756457.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -756466.187500 Penalty: 896.927246
	Iteration 51Q: 3 clusters Score -756466.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -756469.812500 Penalty: 896.927246
	Iteration 52Q: 3 clusters Score -756469.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -756475.875000 Penalty: 896.927246
	Iteration 53Q: 3 clusters Score -756475.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -756479.750000 Penalty: 896.927246
	Iteration 54Q: 3 clusters Score -756479.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -756483.562500 Penalty: 896.927246
	Iteration 55Q: 3 clusters Score -756483.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -756487.000000 Penalty: 896.927246
	Iteration 56Q: 3 clusters Score -756487 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -756494.312500 Penalty: 896.927246
	Iteration 57Q: 3 clusters Score -756494.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -756495.437500 Penalty: 896.927246
	Iteration 58Q: 3 clusters Score -756495.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -756500.562500 Penalty: 896.927246
	Iteration 59Q: 3 clusters Score -756500.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -756502.812500 Penalty: 896.927246
	Iteration 60F: 3 clusters Score -756502.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -756504.875000 Penalty: 896.927246
	Iteration 61Q: 3 clusters Score -756504.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -756503.750000 Penalty: 896.927246
	Iteration 62Q: 3 clusters Score -756503.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -756502.812500 Penalty: 896.927246
	Iteration 63Q: 3 clusters Score -756502.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -756504.437500 Penalty: 896.927246
	Iteration 64Q: 3 clusters Score -756504.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -756505.937500 Penalty: 896.927246
	Iteration 65Q: 3 clusters Score -756505.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -756507.125000 Penalty: 896.927246
	Iteration 66Q: 3 clusters Score -756507.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -756508.187500 Penalty: 896.927246
	Iteration 67Q: 3 clusters Score -756508.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -756507.937500 Penalty: 896.927246
	Iteration 68Q: 3 clusters Score -756507.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -756507.812500 Penalty: 896.927246
	Iteration 69Q: 3 clusters Score -756507.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -756509.937500 Penalty: 896.927246
	Iteration 70Q: 3 clusters Score -756509.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -756510.250000 Penalty: 896.927246
	Iteration 71Q: 3 clusters Score -756510.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -756510.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -756514.500000 Penalty: 896.927246
	Iteration 73Q: 3 clusters Score -756514.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -756514.312500 Penalty: 896.927246
	Iteration 74Q: 3 clusters Score -756514.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -756515.812500 Penalty: 896.927246
	Iteration 75Q: 3 clusters Score -756515.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -756516.812500 Penalty: 896.927246
	Iteration 76Q: 3 clusters Score -756516.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -756514.875000 Penalty: 896.927246
	Iteration 77Q: 3 clusters Score -756514.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -756516.687500 Penalty: 896.927246
	Iteration 78Q: 3 clusters Score -756516.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -756521.062500 Penalty: 896.927246
	Iteration 79Q: 3 clusters Score -756521.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -756523.937500 Penalty: 896.927246
	Iteration 80F: 3 clusters Score -756523.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -756523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -756525.437500 Penalty: 896.927246
	Iteration 82Q: 3 clusters Score -756525.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -756529.375000 Penalty: 896.927246
	Iteration 83Q: 3 clusters Score -756529.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -756531.437500 Penalty: 896.927246
	Iteration 84Q: 3 clusters Score -756531.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -756533.750000 Penalty: 896.927246
	Iteration 85Q: 3 clusters Score -756533.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -756537.937500 Penalty: 896.927246
	Iteration 86Q: 3 clusters Score -756537.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -756538.750000 Penalty: 896.927246
	Iteration 87Q: 3 clusters Score -756538.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -756540.125000 Penalty: 896.927246
	Iteration 88Q: 3 clusters Score -756540.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -756540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -756542.187500 Penalty: 896.927246
	Iteration 90Q: 3 clusters Score -756542.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -756542.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -756543.187500 Penalty: 896.927246
	Iteration 92Q: 3 clusters Score -756543.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -756544.500000 Penalty: 896.927246
	Iteration 93Q: 3 clusters Score -756544.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -756546.937500 Penalty: 896.927246
	Iteration 94Q: 3 clusters Score -756546.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -756550.312500 Penalty: 896.927246
	Iteration 95Q: 3 clusters Score -756550.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -756553.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -756556.125000 Penalty: 896.927246
	Iteration 97Q: 3 clusters Score -756556.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -756559.937500 Penalty: 896.927246
	Iteration 98Q: 3 clusters Score -756559.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -756560.937500 Penalty: 896.927246
	Iteration 99Q: 3 clusters Score -756560.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -756562.937500 Penalty: 896.927246
	Iteration 100F: 3 clusters Score -756562.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -756564.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -756564.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -756567.375000 Penalty: 896.927246
	Iteration 103Q: 3 clusters Score -756567.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -756566.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -756569.062500 Penalty: 896.927246
	Iteration 105Q: 3 clusters Score -756569.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -756567.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -756567.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -756569.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -756569.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -756570.625000 Penalty: 896.927246
	Iteration 110Q: 3 clusters Score -756570.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -756571.187500 Penalty: 896.927246
	Iteration 111Q: 3 clusters Score -756571.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -756571.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -756569.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -756572.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -756571.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -756573.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -756575.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -756575.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -756574.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -756572.875000 Penalty: 896.927246
	Iteration 120F: 3 clusters Score -756572.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -756575.687500 Penalty: 896.927246
	Iteration 121Q: 3 clusters Score -756575.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -756577.250000 Penalty: 896.927246
	Iteration 122Q: 3 clusters Score -756577.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -756578.125000 Penalty: 896.927246
	Iteration 123Q: 3 clusters Score -756578.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -756578.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -756578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -756576.625000 Penalty: 896.927246
	Iteration 126Q: 3 clusters Score -756576.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -756577.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -756576.437500 Penalty: 896.927246
	Iteration 128Q: 3 clusters Score -756576.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -756578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -756576.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -756578.000000 Penalty: 896.927246
	Iteration 131Q: 3 clusters Score -756578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -756577.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -756579.250000 Penalty: 896.927246
	Iteration 133Q: 3 clusters Score -756579.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -756580.312500 Penalty: 896.927246
	Iteration 134Q: 3 clusters Score -756580.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -756582.125000 Penalty: 896.927246
	Iteration 135Q: 3 clusters Score -756582.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -756581.937500 Penalty: 896.927246
	Iteration 136Q: 3 clusters Score -756581.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -756585.000000 Penalty: 896.927246
	Iteration 137Q: 3 clusters Score -756585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -756584.437500 Penalty: 896.927246
	Iteration 138Q: 3 clusters Score -756584.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -756582.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -756586.250000 Penalty: 896.927246
	Iteration 140F: 3 clusters Score -756586.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -756591.875000 Penalty: 896.927246
	Iteration 141Q: 3 clusters Score -756591.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -756591.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -756592.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -756593.562500 Penalty: 896.927246
	Iteration 144Q: 3 clusters Score -756593.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -756593.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -756593.062500 Penalty: 896.927246
	Iteration 146Q: 3 clusters Score -756593.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -756594.937500 Penalty: 896.927246
	Iteration 147Q: 3 clusters Score -756594.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -756595.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -756596.937500 Penalty: 896.927246
	Iteration 149Q: 3 clusters Score -756596.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -756597.062500 Penalty: 896.927246
	Iteration 150Q: 3 clusters Score -756597.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -756597.625000 Penalty: 896.927246
	Iteration 151Q: 3 clusters Score -756597.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -756597.937500 Penalty: 896.927246
	Iteration 152Q: 3 clusters Score -756597.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -756597.812500 Penalty: 896.927246
	Iteration 153Q: 3 clusters Score -756597.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -756597.875000 Penalty: 896.927246
	Iteration 154Q: 3 clusters Score -756597.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -756600.562500 Penalty: 896.927246
	Iteration 155Q: 3 clusters Score -756600.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -756601.250000 Penalty: 896.927246
	Iteration 156Q: 3 clusters Score -756601.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -756601.312500 Penalty: 896.927246
	Iteration 157Q: 3 clusters Score -756601.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -756600.375000 Penalty: 896.927246
	Iteration 158Q: 3 clusters Score -756600.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -756601.500000 Penalty: 896.927246
	Iteration 159Q: 3 clusters Score -756601.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -756602.437500 Penalty: 896.927246
	Iteration 160F: 3 clusters Score -756602.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -756603.875000 Penalty: 896.927246
	Iteration 161Q: 3 clusters Score -756603.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -756603.625000 Penalty: 896.927246
	Iteration 162Q: 3 clusters Score -756603.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -756603.062500 Penalty: 896.927246
	Iteration 163Q: 3 clusters Score -756603.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -756602.125000 Penalty: 896.927246
	Iteration 164Q: 3 clusters Score -756602.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -756604.937500 Penalty: 896.927246
	Iteration 165Q: 3 clusters Score -756604.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -756606.250000 Penalty: 896.927246
	Iteration 166Q: 3 clusters Score -756606.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -756610.312500 Penalty: 896.927246
	Iteration 167Q: 3 clusters Score -756610.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -756611.625000 Penalty: 896.927246
	Iteration 168Q: 3 clusters Score -756611.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -756612.562500 Penalty: 896.927246
	Iteration 169Q: 3 clusters Score -756612.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -756614.312500 Penalty: 896.927246
	Iteration 170Q: 3 clusters Score -756614.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -756615.625000 Penalty: 896.927246
	Iteration 171Q: 3 clusters Score -756615.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -756616.250000 Penalty: 896.927246
	Iteration 172Q: 3 clusters Score -756616.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -756620.312500 Penalty: 896.927246
	Iteration 173Q: 3 clusters Score -756620.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -756622.187500 Penalty: 896.927246
	Iteration 174Q: 3 clusters Score -756622.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -756621.812500 Penalty: 896.927246
	Iteration 175Q: 3 clusters Score -756621.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -756624.250000 Penalty: 896.927246
	Iteration 176Q: 3 clusters Score -756624.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -756628.875000 Penalty: 896.927246
	Iteration 177Q: 3 clusters Score -756628.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -756630.312500 Penalty: 896.927246
	Iteration 178Q: 3 clusters Score -756630.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -756632.625000 Penalty: 896.927246
	Iteration 179Q: 3 clusters Score -756632.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -756637.750000 Penalty: 896.927246
	Iteration 180F: 3 clusters Score -756637.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -756637.437500 Penalty: 896.927246
	Iteration 181Q: 3 clusters Score -756637.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -756642.000000 Penalty: 896.927246
	Iteration 182Q: 3 clusters Score -756642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -756646.187500 Penalty: 896.927246
	Iteration 183Q: 3 clusters Score -756646.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -756647.687500 Penalty: 896.927246
	Iteration 184Q: 3 clusters Score -756647.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -756649.000000 Penalty: 896.927246
	Iteration 185Q: 3 clusters Score -756649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -756649.812500 Penalty: 896.927246
	Iteration 186Q: 3 clusters Score -756649.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -756652.000000 Penalty: 896.927246
	Iteration 187Q: 3 clusters Score -756652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -756651.125000 Penalty: 896.927246
	Iteration 188Q: 3 clusters Score -756651.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -756654.125000 Penalty: 896.927246
	Iteration 189Q: 3 clusters Score -756654.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -756655.375000 Penalty: 896.927246
	Iteration 190Q: 3 clusters Score -756655.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -756655.750000 Penalty: 896.927246
	Iteration 191Q: 3 clusters Score -756655.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -756655.625000 Penalty: 896.927246
	Iteration 192Q: 3 clusters Score -756655.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -756657.937500 Penalty: 896.927246
	Iteration 193Q: 3 clusters Score -756657.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -756655.687500 Penalty: 896.927246
	Iteration 194Q: 3 clusters Score -756655.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -756657.500000 Penalty: 896.927246
	Iteration 195Q: 3 clusters Score -756657.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -756659.187500 Penalty: 896.927246
	Iteration 196Q: 3 clusters Score -756659.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -756659.375000 Penalty: 896.927246
	Iteration 197Q: 3 clusters Score -756659.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -756660.000000 Penalty: 896.927246
	Iteration 198Q: 3 clusters Score -756660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -756660.062500 Penalty: 896.927246
	Iteration 199Q: 3 clusters Score -756660.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -756660.375000 Penalty: 896.927246
	Iteration 200F: 3 clusters Score -756660.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -756660.437500 Penalty: 896.927246
	Iteration 201Q: 3 clusters Score -756660.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -756660.437500 Penalty: 896.927246
	Iteration 202Q: 3 clusters Score -756660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -756659.687500 Penalty: 896.927246
	Iteration 203Q: 3 clusters Score -756659.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -756659.562500 Penalty: 896.927246
	Iteration 204Q: 3 clusters Score -756659.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -756660.312500 Penalty: 896.927246
	Iteration 205Q: 3 clusters Score -756660.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -756660.312500 Penalty: 896.927246
	Iteration 206F: 3 clusters Score -756660.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 26741 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3559 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 283957 members 
Mstep: Class 13 contains 2124 members 
Mstep: Class 14 contains 58545 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 446 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 7098 members 
Mstep: Class 20 contains 4740 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1195 members 
Mstep: Class 25 contains 13662 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 4638 members 
Mstep: Class 28 contains 7288 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 26338 members 
Mstep: Class 32 contains 527 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1970 members 
Mstep: Class 36 contains 224159 members 
Mstep: Class 37 contains 2360 members 
Mstep: Class 38 contains 1322 members 
Mstep: Class 39 contains 730 members 
Mstep: Class 40 contains 11981 members 
Entering Unmasked Estep 
Score: -28349632.000000 Penalty: 24571.453125
Splitting cluster 19 changes total score from -28349410.000000 to -28349632.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 20 (4740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Entering Unmasked Estep 
Score: -188679.796875 Penalty: 385.102570
	Iteration 0F: 2 clusters Score -188679.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -185524.875000 Penalty: 770.205139
	Iteration 0F: 3 clusters Score -185524.9 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -186743.968750 Penalty: 770.205139
	Iteration 1F: 3 clusters Score -186744 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -186859.015625 Penalty: 770.205139
	Iteration 2F: 3 clusters Score -186859 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -186956.281250 Penalty: 770.205139
	Iteration 3Q: 3 clusters Score -186956.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -187045.890625 Penalty: 770.205139
	Iteration 4Q: 3 clusters Score -187045.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -187110.500000 Penalty: 770.205139
	Iteration 5Q: 3 clusters Score -187110.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -187167.921875 Penalty: 770.205139
	Iteration 6Q: 3 clusters Score -187167.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -187222.343750 Penalty: 770.205139
	Iteration 7Q: 3 clusters Score -187222.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -187276.828125 Penalty: 770.205139
	Iteration 8Q: 3 clusters Score -187276.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -187332.796875 Penalty: 770.205139
	Iteration 9Q: 3 clusters Score -187332.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -187405.000000 Penalty: 770.205139
	Iteration 10Q: 3 clusters Score -187405 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -187500.515625 Penalty: 770.205139
	Iteration 11Q: 3 clusters Score -187500.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -187613.750000 Penalty: 770.205139
	Iteration 12Q: 3 clusters Score -187613.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -187738.968750 Penalty: 770.205139
	Iteration 13Q: 3 clusters Score -187739 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -187860.796875 Penalty: 770.205139
	Iteration 14Q: 3 clusters Score -187860.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -187952.359375 Penalty: 770.205139
	Iteration 15Q: 3 clusters Score -187952.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -188030.093750 Penalty: 770.205139
	Iteration 16Q: 3 clusters Score -188030.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -188071.265625 Penalty: 770.205139
	Iteration 17Q: 3 clusters Score -188071.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -188103.890625 Penalty: 770.205139
	Iteration 18Q: 3 clusters Score -188103.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -188125.281250 Penalty: 770.205139
	Iteration 19Q: 3 clusters Score -188125.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -188159.578125 Penalty: 770.205139
	Iteration 20F: 3 clusters Score -188159.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -188187.156250 Penalty: 770.205139
	Iteration 21Q: 3 clusters Score -188187.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -188208.281250 Penalty: 770.205139
	Iteration 22Q: 3 clusters Score -188208.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -188226.093750 Penalty: 770.205139
	Iteration 23Q: 3 clusters Score -188226.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -188241.140625 Penalty: 770.205139
	Iteration 24Q: 3 clusters Score -188241.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -188258.171875 Penalty: 770.205139
	Iteration 25Q: 3 clusters Score -188258.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -188279.046875 Penalty: 770.205139
	Iteration 26Q: 3 clusters Score -188279 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -188297.437500 Penalty: 770.205139
	Iteration 27Q: 3 clusters Score -188297.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -188311.890625 Penalty: 770.205139
	Iteration 28Q: 3 clusters Score -188311.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -188333.000000 Penalty: 770.205139
	Iteration 29Q: 3 clusters Score -188333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -188352.250000 Penalty: 770.205139
	Iteration 30Q: 3 clusters Score -188352.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -188363.359375 Penalty: 770.205139
	Iteration 31Q: 3 clusters Score -188363.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -188375.937500 Penalty: 770.205139
	Iteration 32Q: 3 clusters Score -188375.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -188382.953125 Penalty: 770.205139
	Iteration 33Q: 3 clusters Score -188383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -188389.593750 Penalty: 770.205139
	Iteration 34Q: 3 clusters Score -188389.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -188399.000000 Penalty: 770.205139
	Iteration 35Q: 3 clusters Score -188399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -188401.671875 Penalty: 770.205139
	Iteration 36Q: 3 clusters Score -188401.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -188404.515625 Penalty: 770.205139
	Iteration 37Q: 3 clusters Score -188404.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -188405.078125 Penalty: 770.205139
	Iteration 38Q: 3 clusters Score -188405.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -188405.562500 Penalty: 770.205139
	Iteration 39Q: 3 clusters Score -188405.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -188406.140625 Penalty: 770.205139
	Iteration 40F: 3 clusters Score -188406.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -188406.656250 Penalty: 770.205139
	Iteration 41Q: 3 clusters Score -188406.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -188407.828125 Penalty: 770.205139
	Iteration 42Q: 3 clusters Score -188407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -188408.015625 Penalty: 770.205139
	Iteration 43Q: 3 clusters Score -188408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -188408.656250 Penalty: 770.205139
	Iteration 44Q: 3 clusters Score -188408.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -188409.546875 Penalty: 770.205139
	Iteration 45Q: 3 clusters Score -188409.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -188410.843750 Penalty: 770.205139
	Iteration 46Q: 3 clusters Score -188410.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -188411.203125 Penalty: 770.205139
	Iteration 47Q: 3 clusters Score -188411.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -188411.343750 Penalty: 770.205139
	Iteration 48Q: 3 clusters Score -188411.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -188411.203125 Penalty: 770.205139
	Iteration 49Q: 3 clusters Score -188411.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -188411.203125 Penalty: 770.205139
	Iteration 50F: 3 clusters Score -188411.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -66538.781250 Penalty: 343.507233
	Iteration 0F: 2 clusters Score -66538.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -65197.949219 Penalty: 687.014465
	Iteration 0F: 3 clusters Score -65197.95 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -65697.007812 Penalty: 687.014465
	Iteration 1F: 3 clusters Score -65697.01 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -65802.601562 Penalty: 687.014465
	Iteration 2F: 3 clusters Score -65802.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -65875.156250 Penalty: 687.014465
	Iteration 3F: 3 clusters Score -65875.16 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -65923.921875 Penalty: 687.014465
	Iteration 4Q: 3 clusters Score -65923.92 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -65956.953125 Penalty: 687.014465
	Iteration 5Q: 3 clusters Score -65956.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -65997.218750 Penalty: 687.014465
	Iteration 6Q: 3 clusters Score -65997.22 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -66041.437500 Penalty: 687.014465
	Iteration 7Q: 3 clusters Score -66041.44 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -66067.585938 Penalty: 687.014465
	Iteration 8Q: 3 clusters Score -66067.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -66087.320312 Penalty: 687.014465
	Iteration 9Q: 3 clusters Score -66087.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -66102.875000 Penalty: 687.014465
	Iteration 10Q: 3 clusters Score -66102.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -66113.031250 Penalty: 687.014465
	Iteration 11Q: 3 clusters Score -66113.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -66125.164062 Penalty: 687.014465
	Iteration 12Q: 3 clusters Score -66125.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -66136.632812 Penalty: 687.014465
	Iteration 13Q: 3 clusters Score -66136.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -66141.968750 Penalty: 687.014465
	Iteration 14Q: 3 clusters Score -66141.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -66145.968750 Penalty: 687.014465
	Iteration 15Q: 3 clusters Score -66145.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -66147.609375 Penalty: 687.014465
	Iteration 16Q: 3 clusters Score -66147.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -66149.539062 Penalty: 687.014465
	Iteration 17Q: 3 clusters Score -66149.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -66155.015625 Penalty: 687.014465
	Iteration 18Q: 3 clusters Score -66155.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -66171.429688 Penalty: 687.014465
	Iteration 19Q: 3 clusters Score -66171.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -66188.789062 Penalty: 687.014465
	Iteration 20F: 3 clusters Score -66188.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -66208.101562 Penalty: 687.014465
	Iteration 21Q: 3 clusters Score -66208.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -66230.804688 Penalty: 687.014465
	Iteration 22Q: 3 clusters Score -66230.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -66260.382812 Penalty: 687.014465
	Iteration 23Q: 3 clusters Score -66260.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -66310.390625 Penalty: 687.014465
	Iteration 24Q: 3 clusters Score -66310.39 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -66365.109375 Penalty: 687.014465
	Iteration 25Q: 3 clusters Score -66365.11 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -66431.210938 Penalty: 687.014465
	Iteration 26Q: 3 clusters Score -66431.21 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -66483.828125 Penalty: 687.014465
	Iteration 27Q: 3 clusters Score -66483.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -66515.406250 Penalty: 687.014465
	Iteration 28Q: 3 clusters Score -66515.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -66524.898438 Penalty: 687.014465
	Iteration 29Q: 3 clusters Score -66524.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -66527.187500 Penalty: 687.014465
	Iteration 30Q: 3 clusters Score -66527.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -66529.242188 Penalty: 687.014465
	Iteration 31Q: 3 clusters Score -66529.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -66529.710938 Penalty: 687.014465
	Iteration 32Q: 3 clusters Score -66529.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -66529.804688 Penalty: 687.014465
	Iteration 33Q: 3 clusters Score -66529.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -66529.804688 Penalty: 687.014465
	Iteration 34F: 3 clusters Score -66529.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -78278.070312 Penalty: 343.122437
	Iteration 0F: 2 clusters Score -78278.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -76948.703125 Penalty: 686.244873
	Iteration 0F: 3 clusters Score -76948.7 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -77324.898438 Penalty: 686.244873
	Iteration 1F: 3 clusters Score -77324.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -77377.195312 Penalty: 686.244873
	Iteration 2F: 3 clusters Score -77377.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -77430.617188 Penalty: 686.244873
	Iteration 3F: 3 clusters Score -77430.62 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -77474.046875 Penalty: 686.244873
	Iteration 4Q: 3 clusters Score -77474.05 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -77522.429688 Penalty: 686.244873
	Iteration 5Q: 3 clusters Score -77522.43 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -77600.773438 Penalty: 686.244873
	Iteration 6Q: 3 clusters Score -77600.77 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -77681.492188 Penalty: 686.244873
	Iteration 7F: 3 clusters Score -77681.49 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -77753.468750 Penalty: 686.244873
	Iteration 8F: 3 clusters Score -77753.47 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -77816.656250 Penalty: 686.244873
	Iteration 9Q: 3 clusters Score -77816.66 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -77866.687500 Penalty: 686.244873
	Iteration 10Q: 3 clusters Score -77866.69 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -77920.187500 Penalty: 686.244873
	Iteration 11Q: 3 clusters Score -77920.19 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -77976.351562 Penalty: 686.244873
	Iteration 12Q: 3 clusters Score -77976.35 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -78015.367188 Penalty: 686.244873
	Iteration 13Q: 3 clusters Score -78015.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -78047.070312 Penalty: 686.244873
	Iteration 14Q: 3 clusters Score -78047.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -78080.976562 Penalty: 686.244873
	Iteration 15Q: 3 clusters Score -78080.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -78097.554688 Penalty: 686.244873
	Iteration 16Q: 3 clusters Score -78097.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -78112.929688 Penalty: 686.244873
	Iteration 17Q: 3 clusters Score -78112.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -78125.703125 Penalty: 686.244873
	Iteration 18Q: 3 clusters Score -78125.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -78129.578125 Penalty: 686.244873
	Iteration 19Q: 3 clusters Score -78129.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -78131.382812 Penalty: 686.244873
	Iteration 20F: 3 clusters Score -78131.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -78132.289062 Penalty: 686.244873
	Iteration 21Q: 3 clusters Score -78132.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -78132.289062 Penalty: 686.244873
	Iteration 22F: 3 clusters Score -78132.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Entering Unmasked Estep 
Score: -66799.273438 Penalty: 339.057922
	Iteration 0F: 2 clusters Score -66799.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -65511.746094 Penalty: 678.115845
	Iteration 0F: 3 clusters Score -65511.75 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -65937.789062 Penalty: 678.115845
	Iteration 1F: 3 clusters Score -65937.79 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -66052.851562 Penalty: 678.115845
	Iteration 2F: 3 clusters Score -66052.85 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -66152.007812 Penalty: 678.115845
	Iteration 3F: 3 clusters Score -66152.01 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -66244.687500 Penalty: 678.115845
	Iteration 4F: 3 clusters Score -66244.69 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -66323.828125 Penalty: 678.115845
	Iteration 5F: 3 clusters Score -66323.83 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -66394.257812 Penalty: 678.115845
	Iteration 6Q: 3 clusters Score -66394.26 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -66454.523438 Penalty: 678.115845
	Iteration 7Q: 3 clusters Score -66454.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -66500.890625 Penalty: 678.115845
	Iteration 8Q: 3 clusters Score -66500.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -66521.578125 Penalty: 678.115845
	Iteration 9Q: 3 clusters Score -66521.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -66526.679688 Penalty: 678.115845
	Iteration 10Q: 3 clusters Score -66526.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -66530.859375 Penalty: 678.115845
	Iteration 11Q: 3 clusters Score -66530.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -66537.164062 Penalty: 678.115845
	Iteration 12Q: 3 clusters Score -66537.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -66542.531250 Penalty: 678.115845
	Iteration 13Q: 3 clusters Score -66542.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -66545.382812 Penalty: 678.115845
	Iteration 14Q: 3 clusters Score -66545.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -66549.242188 Penalty: 678.115845
	Iteration 15Q: 3 clusters Score -66549.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -66552.460938 Penalty: 678.115845
	Iteration 16Q: 3 clusters Score -66552.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -66556.921875 Penalty: 678.115845
	Iteration 17Q: 3 clusters Score -66556.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -66559.156250 Penalty: 678.115845
	Iteration 18Q: 3 clusters Score -66559.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -66559.156250 Penalty: 678.115845
	Iteration 19F: 3 clusters Score -66559.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -45820.433594 Penalty: 322.408508
	Iteration 0F: 2 clusters Score -45820.43 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 612 members 
Entering Unmasked Estep 
Score: -44895.824219 Penalty: 644.817017
	Iteration 0F: 3 clusters Score -44895.82 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -45168.691406 Penalty: 644.817017
	Iteration 1F: 3 clusters Score -45168.69 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -45279.875000 Penalty: 644.817017
	Iteration 2F: 3 clusters Score -45279.88 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -45384.171875 Penalty: 644.817017
	Iteration 3F: 3 clusters Score -45384.17 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -45465.328125 Penalty: 644.817017
	Iteration 4F: 3 clusters Score -45465.33 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -45511.171875 Penalty: 644.817017
	Iteration 5Q: 3 clusters Score -45511.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -45542.933594 Penalty: 644.817017
	Iteration 6Q: 3 clusters Score -45542.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -45562.898438 Penalty: 644.817017
	Iteration 7Q: 3 clusters Score -45562.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -45578.429688 Penalty: 644.817017
	Iteration 8Q: 3 clusters Score -45578.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -45594.253906 Penalty: 644.817017
	Iteration 9Q: 3 clusters Score -45594.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -45606.925781 Penalty: 644.817017
	Iteration 10Q: 3 clusters Score -45606.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -45624.714844 Penalty: 644.817017
	Iteration 11Q: 3 clusters Score -45624.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -45637.437500 Penalty: 644.817017
	Iteration 12Q: 3 clusters Score -45637.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -45647.085938 Penalty: 644.817017
	Iteration 13Q: 3 clusters Score -45647.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -45657.257812 Penalty: 644.817017
	Iteration 14Q: 3 clusters Score -45657.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -45661.820312 Penalty: 644.817017
	Iteration 15Q: 3 clusters Score -45661.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -45666.531250 Penalty: 644.817017
	Iteration 16Q: 3 clusters Score -45666.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -45671.308594 Penalty: 644.817017
	Iteration 17Q: 3 clusters Score -45671.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -45678.132812 Penalty: 644.817017
	Iteration 18Q: 3 clusters Score -45678.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -45685.058594 Penalty: 644.817017
	Iteration 19Q: 3 clusters Score -45685.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -45702.042969 Penalty: 644.817017
	Iteration 20F: 3 clusters Score -45702.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -45712.996094 Penalty: 644.817017
	Iteration 21Q: 3 clusters Score -45713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -45726.742188 Penalty: 644.817017
	Iteration 22Q: 3 clusters Score -45726.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -45741.832031 Penalty: 644.817017
	Iteration 23Q: 3 clusters Score -45741.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -45746.476562 Penalty: 644.817017
	Iteration 24Q: 3 clusters Score -45746.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -45749.546875 Penalty: 644.817017
	Iteration 25Q: 3 clusters Score -45749.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -45750.800781 Penalty: 644.817017
	Iteration 26Q: 3 clusters Score -45750.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -45751.546875 Penalty: 644.817017
	Iteration 27Q: 3 clusters Score -45751.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -45751.691406 Penalty: 644.817017
	Iteration 28Q: 3 clusters Score -45751.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -45751.824219 Penalty: 644.817017
	Iteration 29Q: 3 clusters Score -45751.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -45752.050781 Penalty: 644.817017
	Iteration 30Q: 3 clusters Score -45752.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -45752.050781 Penalty: 644.817017
	Iteration 31F: 3 clusters Score -45752.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Entering Unmasked Estep 
Score: -527499.625000 Penalty: 433.267975
	Iteration 0F: 2 clusters Score -527499.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -518453.468750 Penalty: 866.535950
	Iteration 0F: 3 clusters Score -518453.5 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -522625.156250 Penalty: 866.535950
	Iteration 1F: 3 clusters Score -522625.2 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -523091.312500 Penalty: 866.535950
	Iteration 2F: 3 clusters Score -523091.3 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -523590.250000 Penalty: 866.535950
	Iteration 3F: 3 clusters Score -523590.2 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -524158.312500 Penalty: 866.535950
	Iteration 4F: 3 clusters Score -524158.3 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -524716.625000 Penalty: 866.535950
	Iteration 5F: 3 clusters Score -524716.6 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -525177.312500 Penalty: 866.535950
	Iteration 6F: 3 clusters Score -525177.3 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -525568.000000 Penalty: 866.535950
	Iteration 7Q: 3 clusters Score -525568 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -525897.437500 Penalty: 866.535950
	Iteration 8Q: 3 clusters Score -525897.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -526125.875000 Penalty: 866.535950
	Iteration 9Q: 3 clusters Score -526125.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -526283.875000 Penalty: 866.535950
	Iteration 10Q: 3 clusters Score -526283.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -526411.187500 Penalty: 866.535950
	Iteration 11Q: 3 clusters Score -526411.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -526522.750000 Penalty: 866.535950
	Iteration 12Q: 3 clusters Score -526522.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -526616.875000 Penalty: 866.535950
	Iteration 13Q: 3 clusters Score -526616.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -526691.437500 Penalty: 866.535950
	Iteration 14Q: 3 clusters Score -526691.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -526747.125000 Penalty: 866.535950
	Iteration 15Q: 3 clusters Score -526747.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -526790.250000 Penalty: 866.535950
	Iteration 16Q: 3 clusters Score -526790.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -526834.562500 Penalty: 866.535950
	Iteration 17Q: 3 clusters Score -526834.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -526885.312500 Penalty: 866.535950
	Iteration 18Q: 3 clusters Score -526885.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -526918.375000 Penalty: 866.535950
	Iteration 19Q: 3 clusters Score -526918.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -526971.750000 Penalty: 866.535950
	Iteration 20F: 3 clusters Score -526971.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -527018.437500 Penalty: 866.535950
	Iteration 21Q: 3 clusters Score -527018.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -527058.250000 Penalty: 866.535950
	Iteration 22Q: 3 clusters Score -527058.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -527095.000000 Penalty: 866.535950
	Iteration 23Q: 3 clusters Score -527095 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -527152.375000 Penalty: 866.535950
	Iteration 24Q: 3 clusters Score -527152.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -527199.500000 Penalty: 866.535950
	Iteration 25Q: 3 clusters Score -527199.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -527241.125000 Penalty: 866.535950
	Iteration 26Q: 3 clusters Score -527241.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -527266.375000 Penalty: 866.535950
	Iteration 27Q: 3 clusters Score -527266.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -527276.687500 Penalty: 866.535950
	Iteration 28Q: 3 clusters Score -527276.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -527282.500000 Penalty: 866.535950
	Iteration 29Q: 3 clusters Score -527282.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -527288.250000 Penalty: 866.535950
	Iteration 30Q: 3 clusters Score -527288.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -527293.312500 Penalty: 866.535950
	Iteration 31Q: 3 clusters Score -527293.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -527297.437500 Penalty: 866.535950
	Iteration 32Q: 3 clusters Score -527297.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -527307.062500 Penalty: 866.535950
	Iteration 33Q: 3 clusters Score -527307.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -527311.250000 Penalty: 866.535950
	Iteration 34Q: 3 clusters Score -527311.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -527315.000000 Penalty: 866.535950
	Iteration 35Q: 3 clusters Score -527315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -527315.375000 Penalty: 866.535950
	Iteration 36Q: 3 clusters Score -527315.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -527320.187500 Penalty: 866.535950
	Iteration 37Q: 3 clusters Score -527320.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -527321.375000 Penalty: 866.535950
	Iteration 38Q: 3 clusters Score -527321.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -527325.625000 Penalty: 866.535950
	Iteration 39Q: 3 clusters Score -527325.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -527324.250000 Penalty: 866.535950
	Iteration 40F: 3 clusters Score -527324.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -527328.437500 Penalty: 866.535950
	Iteration 41Q: 3 clusters Score -527328.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -527330.687500 Penalty: 866.535950
	Iteration 42Q: 3 clusters Score -527330.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -527332.562500 Penalty: 866.535950
	Iteration 43Q: 3 clusters Score -527332.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -527332.625000 Penalty: 866.535950
	Iteration 44Q: 3 clusters Score -527332.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -527335.375000 Penalty: 866.535950
	Iteration 45Q: 3 clusters Score -527335.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -527338.500000 Penalty: 866.535950
	Iteration 46Q: 3 clusters Score -527338.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -527343.812500 Penalty: 866.535950
	Iteration 47Q: 3 clusters Score -527343.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -527347.750000 Penalty: 866.535950
	Iteration 48Q: 3 clusters Score -527347.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -527351.000000 Penalty: 866.535950
	Iteration 49Q: 3 clusters Score -527351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -527355.625000 Penalty: 866.535950
	Iteration 50Q: 3 clusters Score -527355.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -527356.937500 Penalty: 866.535950
	Iteration 51Q: 3 clusters Score -527356.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -527360.750000 Penalty: 866.535950
	Iteration 52Q: 3 clusters Score -527360.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -527364.750000 Penalty: 866.535950
	Iteration 53Q: 3 clusters Score -527364.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -527368.937500 Penalty: 866.535950
	Iteration 54Q: 3 clusters Score -527368.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -527370.562500 Penalty: 866.535950
	Iteration 55Q: 3 clusters Score -527370.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -527373.937500 Penalty: 866.535950
	Iteration 56Q: 3 clusters Score -527373.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -527377.937500 Penalty: 866.535950
	Iteration 57Q: 3 clusters Score -527377.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -527378.875000 Penalty: 866.535950
	Iteration 58Q: 3 clusters Score -527378.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -527379.625000 Penalty: 866.535950
	Iteration 59Q: 3 clusters Score -527379.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -527383.250000 Penalty: 866.535950
	Iteration 60F: 3 clusters Score -527383.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -527384.312500 Penalty: 866.535950
	Iteration 61Q: 3 clusters Score -527384.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -527385.562500 Penalty: 866.535950
	Iteration 62Q: 3 clusters Score -527385.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -527386.687500 Penalty: 866.535950
	Iteration 63Q: 3 clusters Score -527386.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -527388.937500 Penalty: 866.535950
	Iteration 64Q: 3 clusters Score -527388.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -527389.437500 Penalty: 866.535950
	Iteration 65Q: 3 clusters Score -527389.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -527390.250000 Penalty: 866.535950
	Iteration 66Q: 3 clusters Score -527390.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -527392.937500 Penalty: 866.535950
	Iteration 67Q: 3 clusters Score -527392.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -527393.187500 Penalty: 866.535950
	Iteration 68Q: 3 clusters Score -527393.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -527395.437500 Penalty: 866.535950
	Iteration 69Q: 3 clusters Score -527395.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -527395.250000 Penalty: 866.535950
	Iteration 70Q: 3 clusters Score -527395.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -527395.437500 Penalty: 866.535950
	Iteration 71Q: 3 clusters Score -527395.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -527396.500000 Penalty: 866.535950
	Iteration 72Q: 3 clusters Score -527396.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -527397.500000 Penalty: 866.535950
	Iteration 73Q: 3 clusters Score -527397.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -527397.500000 Penalty: 866.535950
	Iteration 74Q: 3 clusters Score -527397.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -527396.937500 Penalty: 866.535950
	Iteration 75Q: 3 clusters Score -527396.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -527396.875000 Penalty: 866.535950
	Iteration 76Q: 3 clusters Score -527396.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -527396.187500 Penalty: 866.535950
	Iteration 77Q: 3 clusters Score -527396.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -527396.187500 Penalty: 866.535950
	Iteration 78F: 3 clusters Score -527396.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -64747.753906 Penalty: 336.811554
	Iteration 0F: 2 clusters Score -64747.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -63536.035156 Penalty: 673.623108
	Iteration 0F: 3 clusters Score -63536.04 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -63914.316406 Penalty: 673.623108
	Iteration 1F: 3 clusters Score -63914.32 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -63996.300781 Penalty: 673.623108
	Iteration 2F: 3 clusters Score -63996.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -64087.566406 Penalty: 673.623108
	Iteration 3F: 3 clusters Score -64087.57 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -64185.726562 Penalty: 673.623108
	Iteration 4F: 3 clusters Score -64185.73 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -64305.785156 Penalty: 673.623108
	Iteration 5F: 3 clusters Score -64305.79 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -64391.218750 Penalty: 673.623108
	Iteration 6F: 3 clusters Score -64391.22 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -64467.175781 Penalty: 673.623108
	Iteration 7F: 3 clusters Score -64467.18 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -64526.292969 Penalty: 673.623108
	Iteration 8Q: 3 clusters Score -64526.29 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -64568.175781 Penalty: 673.623108
	Iteration 9Q: 3 clusters Score -64568.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -64585.753906 Penalty: 673.623108
	Iteration 10Q: 3 clusters Score -64585.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -64598.000000 Penalty: 673.623108
	Iteration 11Q: 3 clusters Score -64598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -64603.226562 Penalty: 673.623108
	Iteration 12Q: 3 clusters Score -64603.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -64608.269531 Penalty: 673.623108
	Iteration 13Q: 3 clusters Score -64608.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -64610.378906 Penalty: 673.623108
	Iteration 14Q: 3 clusters Score -64610.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -64612.359375 Penalty: 673.623108
	Iteration 15Q: 3 clusters Score -64612.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -64614.554688 Penalty: 673.623108
	Iteration 16Q: 3 clusters Score -64614.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -64616.105469 Penalty: 673.623108
	Iteration 17Q: 3 clusters Score -64616.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -64616.269531 Penalty: 673.623108
	Iteration 18Q: 3 clusters Score -64616.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -64616.437500 Penalty: 673.623108
	Iteration 19Q: 3 clusters Score -64616.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -64616.437500 Penalty: 673.623108
	Iteration 20F: 3 clusters Score -64616.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Entering Unmasked Estep 
Score: -178388.890625 Penalty: 384.112762
	Iteration 0F: 2 clusters Score -178388.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -175246.828125 Penalty: 768.225525
	Iteration 0F: 3 clusters Score -175246.8 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -176493.265625 Penalty: 768.225525
	Iteration 1F: 3 clusters Score -176493.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -176812.859375 Penalty: 768.225525
	Iteration 2F: 3 clusters Score -176812.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -177171.125000 Penalty: 768.225525
	Iteration 3F: 3 clusters Score -177171.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -177544.765625 Penalty: 768.225525
	Iteration 4F: 3 clusters Score -177544.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -177926.140625 Penalty: 768.225525
	Iteration 5F: 3 clusters Score -177926.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -178160.375000 Penalty: 768.225525
	Iteration 6F: 3 clusters Score -178160.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -178298.812500 Penalty: 768.225525
	Iteration 7Q: 3 clusters Score -178298.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -178401.078125 Penalty: 768.225525
	Iteration 8Q: 3 clusters Score -178401.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -178463.140625 Penalty: 768.225525
	Iteration 9Q: 3 clusters Score -178463.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -178501.421875 Penalty: 768.225525
	Iteration 10Q: 3 clusters Score -178501.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -178529.250000 Penalty: 768.225525
	Iteration 11Q: 3 clusters Score -178529.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -178552.625000 Penalty: 768.225525
	Iteration 12Q: 3 clusters Score -178552.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -178564.906250 Penalty: 768.225525
	Iteration 13Q: 3 clusters Score -178564.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -178571.906250 Penalty: 768.225525
	Iteration 14Q: 3 clusters Score -178571.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -178577.656250 Penalty: 768.225525
	Iteration 15Q: 3 clusters Score -178577.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -178583.093750 Penalty: 768.225525
	Iteration 16Q: 3 clusters Score -178583.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -178585.859375 Penalty: 768.225525
	Iteration 17Q: 3 clusters Score -178585.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -178589.328125 Penalty: 768.225525
	Iteration 18Q: 3 clusters Score -178589.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -178593.062500 Penalty: 768.225525
	Iteration 19Q: 3 clusters Score -178593.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -178595.406250 Penalty: 768.225525
	Iteration 20F: 3 clusters Score -178595.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -178598.531250 Penalty: 768.225525
	Iteration 21Q: 3 clusters Score -178598.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -178601.546875 Penalty: 768.225525
	Iteration 22Q: 3 clusters Score -178601.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -178605.140625 Penalty: 768.225525
	Iteration 23Q: 3 clusters Score -178605.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -178607.468750 Penalty: 768.225525
	Iteration 24Q: 3 clusters Score -178607.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -178608.203125 Penalty: 768.225525
	Iteration 25Q: 3 clusters Score -178608.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -178608.156250 Penalty: 768.225525
	Iteration 26Q: 3 clusters Score -178608.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -178608.859375 Penalty: 768.225525
	Iteration 27Q: 3 clusters Score -178608.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -178609.078125 Penalty: 768.225525
	Iteration 28Q: 3 clusters Score -178609.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -178609.125000 Penalty: 768.225525
	Iteration 29Q: 3 clusters Score -178609.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -178609.578125 Penalty: 768.225525
	Iteration 30Q: 3 clusters Score -178609.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -178609.828125 Penalty: 768.225525
	Iteration 31Q: 3 clusters Score -178609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -178609.937500 Penalty: 768.225525
	Iteration 32Q: 3 clusters Score -178609.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -178610.546875 Penalty: 768.225525
	Iteration 33Q: 3 clusters Score -178610.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -178610.562500 Penalty: 768.225525
	Iteration 34Q: 3 clusters Score -178610.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -178610.562500 Penalty: 768.225525
	Iteration 35F: 3 clusters Score -178610.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 26741 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3559 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 283957 members 
Mstep: Class 13 contains 2124 members 
Mstep: Class 14 contains 58545 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 446 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 7098 members 
Mstep: Class 20 contains 4740 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1195 members 
Mstep: Class 25 contains 13662 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 7288 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 26338 members 
Mstep: Class 32 contains 527 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1970 members 
Mstep: Class 36 contains 224159 members 
Mstep: Class 37 contains 2360 members 
Mstep: Class 38 contains 1322 members 
Mstep: Class 39 contains 730 members 
Mstep: Class 40 contains 11981 members 
Mstep: Class 41 contains 3228 members 
Entering Unmasked Estep 
Score: -28349626.000000 Penalty: 25185.738281
Splitting cluster 27 changes total score from -28349410.000000 to -28349626.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 28 (7288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Entering Unmasked Estep 
Score: -283077.656250 Penalty: 404.676300
	Iteration 0F: 2 clusters Score -283077.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -278256.500000 Penalty: 809.352600
	Iteration 0F: 3 clusters Score -278256.5 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -280235.093750 Penalty: 809.352600
	Iteration 1F: 3 clusters Score -280235.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -280561.031250 Penalty: 809.352600
	Iteration 2F: 3 clusters Score -280561 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -280946.156250 Penalty: 809.352600
	Iteration 3F: 3 clusters Score -280946.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -281352.812500 Penalty: 809.352600
	Iteration 4F: 3 clusters Score -281352.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -281719.375000 Penalty: 809.352600
	Iteration 5F: 3 clusters Score -281719.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -282067.625000 Penalty: 809.352600
	Iteration 6F: 3 clusters Score -282067.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -282324.906250 Penalty: 809.352600
	Iteration 7Q: 3 clusters Score -282324.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -282514.906250 Penalty: 809.352600
	Iteration 8Q: 3 clusters Score -282514.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -282617.343750 Penalty: 809.352600
	Iteration 9Q: 3 clusters Score -282617.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -282667.531250 Penalty: 809.352600
	Iteration 10Q: 3 clusters Score -282667.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -282694.500000 Penalty: 809.352600
	Iteration 11Q: 3 clusters Score -282694.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -282710.937500 Penalty: 809.352600
	Iteration 12Q: 3 clusters Score -282710.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -282725.312500 Penalty: 809.352600
	Iteration 13Q: 3 clusters Score -282725.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -282736.093750 Penalty: 809.352600
	Iteration 14Q: 3 clusters Score -282736.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -282738.718750 Penalty: 809.352600
	Iteration 15Q: 3 clusters Score -282738.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -282758.937500 Penalty: 809.352600
	Iteration 16Q: 3 clusters Score -282758.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -282770.812500 Penalty: 809.352600
	Iteration 17Q: 3 clusters Score -282770.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -282782.625000 Penalty: 809.352600
	Iteration 18Q: 3 clusters Score -282782.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -282788.656250 Penalty: 809.352600
	Iteration 19Q: 3 clusters Score -282788.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -282790.906250 Penalty: 809.352600
	Iteration 20F: 3 clusters Score -282790.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -282791.656250 Penalty: 809.352600
	Iteration 21Q: 3 clusters Score -282791.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -282794.156250 Penalty: 809.352600
	Iteration 22Q: 3 clusters Score -282794.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -282796.218750 Penalty: 809.352600
	Iteration 23Q: 3 clusters Score -282796.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -282798.562500 Penalty: 809.352600
	Iteration 24Q: 3 clusters Score -282798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -282799.062500 Penalty: 809.352600
	Iteration 25Q: 3 clusters Score -282799.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -282799.062500 Penalty: 809.352600
	Iteration 26F: 3 clusters Score -282799.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Entering Unmasked Estep 
Score: -46788.492188 Penalty: 328.626770
	Iteration 0F: 2 clusters Score -46788.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -45757.238281 Penalty: 657.253540
	Iteration 0F: 3 clusters Score -45757.24 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -46145.898438 Penalty: 657.253540
	Iteration 1F: 3 clusters Score -46145.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -46259.433594 Penalty: 657.253540
	Iteration 2F: 3 clusters Score -46259.43 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -46322.703125 Penalty: 657.253540
	Iteration 3F: 3 clusters Score -46322.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -46377.988281 Penalty: 657.253540
	Iteration 4F: 3 clusters Score -46377.99 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -46429.207031 Penalty: 657.253540
	Iteration 5Q: 3 clusters Score -46429.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -46454.453125 Penalty: 657.253540
	Iteration 6Q: 3 clusters Score -46454.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -46477.164062 Penalty: 657.253540
	Iteration 7Q: 3 clusters Score -46477.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -46499.828125 Penalty: 657.253540
	Iteration 8Q: 3 clusters Score -46499.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -46513.207031 Penalty: 657.253540
	Iteration 9Q: 3 clusters Score -46513.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -46525.222656 Penalty: 657.253540
	Iteration 10Q: 3 clusters Score -46525.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -46534.039062 Penalty: 657.253540
	Iteration 11Q: 3 clusters Score -46534.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -46549.812500 Penalty: 657.253540
	Iteration 12Q: 3 clusters Score -46549.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -46577.992188 Penalty: 657.253540
	Iteration 13Q: 3 clusters Score -46577.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -46600.156250 Penalty: 657.253540
	Iteration 14Q: 3 clusters Score -46600.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -46614.601562 Penalty: 657.253540
	Iteration 15Q: 3 clusters Score -46614.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -46622.265625 Penalty: 657.253540
	Iteration 16Q: 3 clusters Score -46622.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -46625.542969 Penalty: 657.253540
	Iteration 17Q: 3 clusters Score -46625.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -46630.917969 Penalty: 657.253540
	Iteration 18Q: 3 clusters Score -46630.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -46633.777344 Penalty: 657.253540
	Iteration 19Q: 3 clusters Score -46633.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -46637.820312 Penalty: 657.253540
	Iteration 20F: 3 clusters Score -46637.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -46641.234375 Penalty: 657.253540
	Iteration 21Q: 3 clusters Score -46641.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -46642.257812 Penalty: 657.253540
	Iteration 22Q: 3 clusters Score -46642.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -46644.242188 Penalty: 657.253540
	Iteration 23Q: 3 clusters Score -46644.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -46645.363281 Penalty: 657.253540
	Iteration 24Q: 3 clusters Score -46645.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -46647.242188 Penalty: 657.253540
	Iteration 25Q: 3 clusters Score -46647.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -46647.550781 Penalty: 657.253540
	Iteration 26Q: 3 clusters Score -46647.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -46647.687500 Penalty: 657.253540
	Iteration 27Q: 3 clusters Score -46647.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -46647.687500 Penalty: 657.253540
	Iteration 28F: 3 clusters Score -46647.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -6383.512695 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -6383.513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6089.511719 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -6089.512 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6172.345703 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -6172.346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6201.474121 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -6201.474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6221.647949 Penalty: 486.586761
	Iteration 3Q: 3 clusters Score -6221.648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6242.427246 Penalty: 486.586761
	Iteration 4F: 3 clusters Score -6242.427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6250.741699 Penalty: 486.586761
	Iteration 5Q: 3 clusters Score -6250.742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6256.615723 Penalty: 486.586761
	Iteration 6Q: 3 clusters Score -6256.616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6258.529297 Penalty: 486.586761
	Iteration 7Q: 3 clusters Score -6258.529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6261.930664 Penalty: 486.586761
	Iteration 8Q: 3 clusters Score -6261.931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -6262.501465 Penalty: 486.586761
	Iteration 9Q: 3 clusters Score -6262.501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6263.176270 Penalty: 486.586761
	Iteration 10Q: 3 clusters Score -6263.176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6263.176270 Penalty: 486.586761
	Iteration 11F: 3 clusters Score -6263.176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Entering Unmasked Estep 
Score: -1007993.000000 Penalty: 463.133942
	Iteration 0F: 2 clusters Score -1007993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -990278.437500 Penalty: 926.267883
	Iteration 0F: 3 clusters Score -990278.4 nChanged 12658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -998284.125000 Penalty: 926.267883
	Iteration 1F: 3 clusters Score -998284.1 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -999086.937500 Penalty: 926.267883
	Iteration 2F: 3 clusters Score -999086.9 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1000158.250000 Penalty: 926.267883
	Iteration 3F: 3 clusters Score -1000158 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1001365.812500 Penalty: 926.267883
	Iteration 4F: 3 clusters Score -1001366 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1002643.000000 Penalty: 926.267883
	Iteration 5F: 3 clusters Score -1002643 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1003738.312500 Penalty: 926.267883
	Iteration 6F: 3 clusters Score -1003738 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1004515.562500 Penalty: 926.267883
	Iteration 7Q: 3 clusters Score -1004516 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1005044.500000 Penalty: 926.267883
	Iteration 8Q: 3 clusters Score -1005044 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1005419.312500 Penalty: 926.267883
	Iteration 9Q: 3 clusters Score -1005419 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1005722.500000 Penalty: 926.267883
	Iteration 10Q: 3 clusters Score -1005722 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1005953.562500 Penalty: 926.267883
	Iteration 11Q: 3 clusters Score -1005954 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1006151.187500 Penalty: 926.267883
	Iteration 12Q: 3 clusters Score -1006151 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1006346.812500 Penalty: 926.267883
	Iteration 13Q: 3 clusters Score -1006347 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1006536.187500 Penalty: 926.267883
	Iteration 14Q: 3 clusters Score -1006536 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1006729.312500 Penalty: 926.267883
	Iteration 15Q: 3 clusters Score -1006729 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1006910.312500 Penalty: 926.267883
	Iteration 16Q: 3 clusters Score -1006910 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1007046.000000 Penalty: 926.267883
	Iteration 17Q: 3 clusters Score -1007046 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1007147.687500 Penalty: 926.267883
	Iteration 18Q: 3 clusters Score -1007148 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1007234.562500 Penalty: 926.267883
	Iteration 19Q: 3 clusters Score -1007235 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1007334.125000 Penalty: 926.267883
	Iteration 20F: 3 clusters Score -1007334 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1007412.937500 Penalty: 926.267883
	Iteration 21Q: 3 clusters Score -1007413 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1007484.250000 Penalty: 926.267883
	Iteration 22Q: 3 clusters Score -1007484 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1007549.562500 Penalty: 926.267883
	Iteration 23Q: 3 clusters Score -1007550 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1007590.750000 Penalty: 926.267883
	Iteration 24Q: 3 clusters Score -1007591 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1007619.937500 Penalty: 926.267883
	Iteration 25Q: 3 clusters Score -1007620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1007640.875000 Penalty: 926.267883
	Iteration 26Q: 3 clusters Score -1007641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1007648.062500 Penalty: 926.267883
	Iteration 27Q: 3 clusters Score -1007648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1007650.500000 Penalty: 926.267883
	Iteration 28Q: 3 clusters Score -1007650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1007655.500000 Penalty: 926.267883
	Iteration 29Q: 3 clusters Score -1007656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1007661.812500 Penalty: 926.267883
	Iteration 30Q: 3 clusters Score -1007662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1007665.750000 Penalty: 926.267883
	Iteration 31Q: 3 clusters Score -1007666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1007671.250000 Penalty: 926.267883
	Iteration 32Q: 3 clusters Score -1007671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1007680.000000 Penalty: 926.267883
	Iteration 33Q: 3 clusters Score -1007680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1007686.375000 Penalty: 926.267883
	Iteration 34Q: 3 clusters Score -1007686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1007690.750000 Penalty: 926.267883
	Iteration 35Q: 3 clusters Score -1007691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1007697.250000 Penalty: 926.267883
	Iteration 36Q: 3 clusters Score -1007697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1007698.500000 Penalty: 926.267883
	Iteration 37Q: 3 clusters Score -1007698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1007699.187500 Penalty: 926.267883
	Iteration 38Q: 3 clusters Score -1007699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1007699.687500 Penalty: 926.267883
	Iteration 39Q: 3 clusters Score -1007700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1007706.375000 Penalty: 926.267883
	Iteration 40F: 3 clusters Score -1007706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1007717.812500 Penalty: 926.267883
	Iteration 41Q: 3 clusters Score -1007718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1007730.687500 Penalty: 926.267883
	Iteration 42Q: 3 clusters Score -1007731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1007740.500000 Penalty: 926.267883
	Iteration 43Q: 3 clusters Score -1007740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1007745.750000 Penalty: 926.267883
	Iteration 44Q: 3 clusters Score -1007746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1007755.687500 Penalty: 926.267883
	Iteration 45Q: 3 clusters Score -1007756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1007757.187500 Penalty: 926.267883
	Iteration 46Q: 3 clusters Score -1007757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1007762.375000 Penalty: 926.267883
	Iteration 47Q: 3 clusters Score -1007762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1007764.500000 Penalty: 926.267883
	Iteration 48Q: 3 clusters Score -1007764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1007770.000000 Penalty: 926.267883
	Iteration 49Q: 3 clusters Score -1007770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1007775.937500 Penalty: 926.267883
	Iteration 50Q: 3 clusters Score -1007776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1007778.437500 Penalty: 926.267883
	Iteration 51Q: 3 clusters Score -1007778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1007778.625000 Penalty: 926.267883
	Iteration 52Q: 3 clusters Score -1007779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1007781.000000 Penalty: 926.267883
	Iteration 53Q: 3 clusters Score -1007781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1007781.000000 Penalty: 926.267883
	Iteration 54Q: 3 clusters Score -1007781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1007785.500000 Penalty: 926.267883
	Iteration 55F: 3 clusters Score -1007786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1007788.687500 Penalty: 926.267883
	Iteration 56Q: 3 clusters Score -1007789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1007796.500000 Penalty: 926.267883
	Iteration 57Q: 3 clusters Score -1007796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1007807.687500 Penalty: 926.267883
	Iteration 58Q: 3 clusters Score -1007808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1007811.125000 Penalty: 926.267883
	Iteration 59Q: 3 clusters Score -1007811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1007811.687500 Penalty: 926.267883
	Iteration 60F: 3 clusters Score -1007812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1007812.000000 Penalty: 926.267883
	Iteration 61Q: 3 clusters Score -1007812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1007812.250000 Penalty: 926.267883
	Iteration 62Q: 3 clusters Score -1007812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1007811.375000 Penalty: 926.267883
	Iteration 63Q: 3 clusters Score -1007811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1007812.312500 Penalty: 926.267883
	Iteration 64Q: 3 clusters Score -1007812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1007813.000000 Penalty: 926.267883
	Iteration 65Q: 3 clusters Score -1007813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1007814.750000 Penalty: 926.267883
	Iteration 66Q: 3 clusters Score -1007815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1007816.062500 Penalty: 926.267883
	Iteration 67Q: 3 clusters Score -1007816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1007818.250000 Penalty: 926.267883
	Iteration 68Q: 3 clusters Score -1007818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1007820.125000 Penalty: 926.267883
	Iteration 69Q: 3 clusters Score -1007820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1007820.125000 Penalty: 926.267883
	Iteration 70F: 3 clusters Score -1007820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -17769.933594 Penalty: 285.157623
	Iteration 0F: 2 clusters Score -17769.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -17271.195312 Penalty: 570.315247
	Iteration 0F: 3 clusters Score -17271.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -17435.787109 Penalty: 570.315247
	Iteration 1F: 3 clusters Score -17435.79 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -17498.664062 Penalty: 570.315247
	Iteration 2F: 3 clusters Score -17498.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -17526.990234 Penalty: 570.315247
	Iteration 3Q: 3 clusters Score -17526.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -17548.027344 Penalty: 570.315247
	Iteration 4Q: 3 clusters Score -17548.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -17564.359375 Penalty: 570.315247
	Iteration 5Q: 3 clusters Score -17564.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -17573.966797 Penalty: 570.315247
	Iteration 6Q: 3 clusters Score -17573.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -17580.183594 Penalty: 570.315247
	Iteration 7Q: 3 clusters Score -17580.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17589.734375 Penalty: 570.315247
	Iteration 8Q: 3 clusters Score -17589.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17595.294922 Penalty: 570.315247
	Iteration 9Q: 3 clusters Score -17595.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17597.119141 Penalty: 570.315247
	Iteration 10Q: 3 clusters Score -17597.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17597.746094 Penalty: 570.315247
	Iteration 11Q: 3 clusters Score -17597.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17598.275391 Penalty: 570.315247
	Iteration 12Q: 3 clusters Score -17598.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17598.593750 Penalty: 570.315247
	Iteration 13Q: 3 clusters Score -17598.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17598.593750 Penalty: 570.315247
	Iteration 14F: 3 clusters Score -17598.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -18962.798828 Penalty: 282.399200
	Iteration 0F: 2 clusters Score -18962.8 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 244 members 
Entering Unmasked Estep 
Score: -18485.123047 Penalty: 564.798401
	Iteration 0F: 3 clusters Score -18485.12 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18634.494141 Penalty: 564.798401
	Iteration 1F: 3 clusters Score -18634.49 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18688.037109 Penalty: 564.798401
	Iteration 2F: 3 clusters Score -18688.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18723.589844 Penalty: 564.798401
	Iteration 3F: 3 clusters Score -18723.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18745.410156 Penalty: 564.798401
	Iteration 4Q: 3 clusters Score -18745.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18766.322266 Penalty: 564.798401
	Iteration 5Q: 3 clusters Score -18766.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18783.615234 Penalty: 564.798401
	Iteration 6Q: 3 clusters Score -18783.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18789.486328 Penalty: 564.798401
	Iteration 7Q: 3 clusters Score -18789.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18794.994141 Penalty: 564.798401
	Iteration 8Q: 3 clusters Score -18794.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18797.968750 Penalty: 564.798401
	Iteration 9Q: 3 clusters Score -18797.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18799.007812 Penalty: 564.798401
	Iteration 10Q: 3 clusters Score -18799.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18799.007812 Penalty: 564.798401
	Iteration 11F: 3 clusters Score -18799.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -63746.406250 Penalty: 335.374146
	Iteration 0F: 2 clusters Score -63746.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -62589.230469 Penalty: 670.748291
	Iteration 0F: 3 clusters Score -62589.23 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -62993.367188 Penalty: 670.748291
	Iteration 1F: 3 clusters Score -62993.37 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -63048.554688 Penalty: 670.748291
	Iteration 2F: 3 clusters Score -63048.55 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -63082.117188 Penalty: 670.748291
	Iteration 3Q: 3 clusters Score -63082.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -63105.640625 Penalty: 670.748291
	Iteration 4Q: 3 clusters Score -63105.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -63122.242188 Penalty: 670.748291
	Iteration 5Q: 3 clusters Score -63122.24 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -63137.742188 Penalty: 670.748291
	Iteration 6Q: 3 clusters Score -63137.74 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -63155.914062 Penalty: 670.748291
	Iteration 7Q: 3 clusters Score -63155.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -63169.578125 Penalty: 670.748291
	Iteration 8Q: 3 clusters Score -63169.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -63182.089844 Penalty: 670.748291
	Iteration 9Q: 3 clusters Score -63182.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -63197.175781 Penalty: 670.748291
	Iteration 10Q: 3 clusters Score -63197.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -63210.996094 Penalty: 670.748291
	Iteration 11Q: 3 clusters Score -63211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -63220.121094 Penalty: 670.748291
	Iteration 12Q: 3 clusters Score -63220.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -63229.105469 Penalty: 670.748291
	Iteration 13Q: 3 clusters Score -63229.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -63236.933594 Penalty: 670.748291
	Iteration 14Q: 3 clusters Score -63236.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -63243.343750 Penalty: 670.748291
	Iteration 15Q: 3 clusters Score -63243.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -63248.496094 Penalty: 670.748291
	Iteration 16Q: 3 clusters Score -63248.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -63251.957031 Penalty: 670.748291
	Iteration 17Q: 3 clusters Score -63251.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -63258.292969 Penalty: 670.748291
	Iteration 18Q: 3 clusters Score -63258.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -63265.152344 Penalty: 670.748291
	Iteration 19Q: 3 clusters Score -63265.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -63267.574219 Penalty: 670.748291
	Iteration 20F: 3 clusters Score -63267.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -63269.253906 Penalty: 670.748291
	Iteration 21Q: 3 clusters Score -63269.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -63271.449219 Penalty: 670.748291
	Iteration 22Q: 3 clusters Score -63271.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -63272.707031 Penalty: 670.748291
	Iteration 23Q: 3 clusters Score -63272.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -63272.992188 Penalty: 670.748291
	Iteration 24Q: 3 clusters Score -63272.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -63273.937500 Penalty: 670.748291
	Iteration 25Q: 3 clusters Score -63273.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -63274.546875 Penalty: 670.748291
	Iteration 26Q: 3 clusters Score -63274.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -63274.914062 Penalty: 670.748291
	Iteration 27Q: 3 clusters Score -63274.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -63275.957031 Penalty: 670.748291
	Iteration 28Q: 3 clusters Score -63275.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -63276.789062 Penalty: 670.748291
	Iteration 29Q: 3 clusters Score -63276.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -63277.242188 Penalty: 670.748291
	Iteration 30Q: 3 clusters Score -63277.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -63278.246094 Penalty: 670.748291
	Iteration 31Q: 3 clusters Score -63278.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -63280.339844 Penalty: 670.748291
	Iteration 32Q: 3 clusters Score -63280.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -63281.894531 Penalty: 670.748291
	Iteration 33Q: 3 clusters Score -63281.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -63282.695312 Penalty: 670.748291
	Iteration 34Q: 3 clusters Score -63282.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -63282.761719 Penalty: 670.748291
	Iteration 35Q: 3 clusters Score -63282.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -63282.796875 Penalty: 670.748291
	Iteration 36Q: 3 clusters Score -63282.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -63282.796875 Penalty: 670.748291
	Iteration 37F: 3 clusters Score -63282.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Entering Unmasked Estep 
Score: -64357.203125 Penalty: 345.153381
	Iteration 0F: 2 clusters Score -64357.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -62966.523438 Penalty: 690.306763
	Iteration 0F: 3 clusters Score -62966.52 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -63674.765625 Penalty: 690.306763
	Iteration 1F: 3 clusters Score -63674.77 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -63866.070312 Penalty: 690.306763
	Iteration 2F: 3 clusters Score -63866.07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -63981.597656 Penalty: 690.306763
	Iteration 3F: 3 clusters Score -63981.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -64051.085938 Penalty: 690.306763
	Iteration 4F: 3 clusters Score -64051.09 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -64105.300781 Penalty: 690.306763
	Iteration 5Q: 3 clusters Score -64105.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -64168.355469 Penalty: 690.306763
	Iteration 6Q: 3 clusters Score -64168.36 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -64235.546875 Penalty: 690.306763
	Iteration 7Q: 3 clusters Score -64235.55 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -64304.042969 Penalty: 690.306763
	Iteration 8Q: 3 clusters Score -64304.04 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -64370.812500 Penalty: 690.306763
	Iteration 9Q: 3 clusters Score -64370.81 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64427.242188 Penalty: 690.306763
	Iteration 10Q: 3 clusters Score -64427.24 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -64463.453125 Penalty: 690.306763
	Iteration 11Q: 3 clusters Score -64463.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -64483.757812 Penalty: 690.306763
	Iteration 12Q: 3 clusters Score -64483.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -64492.910156 Penalty: 690.306763
	Iteration 13Q: 3 clusters Score -64492.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -64502.601562 Penalty: 690.306763
	Iteration 14Q: 3 clusters Score -64502.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -64512.406250 Penalty: 690.306763
	Iteration 15Q: 3 clusters Score -64512.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -64522.871094 Penalty: 690.306763
	Iteration 16Q: 3 clusters Score -64522.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -64530.035156 Penalty: 690.306763
	Iteration 17Q: 3 clusters Score -64530.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -64533.367188 Penalty: 690.306763
	Iteration 18Q: 3 clusters Score -64533.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -64536.078125 Penalty: 690.306763
	Iteration 19Q: 3 clusters Score -64536.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -64542.503906 Penalty: 690.306763
	Iteration 20F: 3 clusters Score -64542.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -64545.160156 Penalty: 690.306763
	Iteration 21Q: 3 clusters Score -64545.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -64546.550781 Penalty: 690.306763
	Iteration 22Q: 3 clusters Score -64546.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -64546.550781 Penalty: 690.306763
	Iteration 23F: 3 clusters Score -64546.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 26741 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3559 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 283957 members 
Mstep: Class 13 contains 2124 members 
Mstep: Class 14 contains 58545 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 446 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 7098 members 
Mstep: Class 20 contains 4740 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1195 members 
Mstep: Class 25 contains 13662 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 7288 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 26338 members 
Mstep: Class 32 contains 527 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1859 members 
Mstep: Class 36 contains 224159 members 
Mstep: Class 37 contains 2360 members 
Mstep: Class 38 contains 1322 members 
Mstep: Class 39 contains 730 members 
Mstep: Class 40 contains 11981 members 
Mstep: Class 41 contains 3228 members 
Mstep: Class 42 contains 111 members 
Entering Unmasked Estep 
Score: -28349540.000000 Penalty: 25800.025391
Splitting cluster 35 changes total score from -28349410.000000 to -28349540.000000
So it's getting split into cluster 42.
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 26741 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3559 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 283957 members 
Mstep: Class 13 contains 2124 members 
Mstep: Class 14 contains 58545 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 446 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 7098 members 
Mstep: Class 20 contains 4740 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 1195 members 
Mstep: Class 25 contains 13662 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 7288 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 26338 members 
Mstep: Class 32 contains 527 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351318.000000 Penalty: 25800.025391
Iteration 119Q: 43 clusters Score -2.835132e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 6019 members 
Mstep: Class 6 contains 6443 members 
Mstep: Class 7 contains 498 members 
Mstep: Class 8 contains 26729 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 3562 members 
Mstep: Class 11 contains 3324 members 
Mstep: Class 12 contains 284824 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 58536 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 454 members 
Mstep: Class 17 contains 6446 members 
Mstep: Class 18 contains 3601 members 
Mstep: Class 19 contains 6977 members 
Mstep: Class 20 contains 4780 members 
Mstep: Class 21 contains 1905 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 1196 members 
Mstep: Class 25 contains 13654 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 1575 members 
Mstep: Class 28 contains 7300 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 209 members 
Mstep: Class 31 contains 26334 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 1592 members 
Mstep: Class 35 contains 1960 members 
Mstep: Class 36 contains 223107 members 
Mstep: Class 37 contains 2328 members 
Mstep: Class 38 contains 1303 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 11844 members 
Mstep: Class 41 contains 3130 members 
Mstep: Class 42 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352888.000000 Penalty: 25800.025391
Iteration 120F: 43 clusters Score -2.835289e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1352 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 2417 members 
Mstep: Class 5 contains 6011 members 
Mstep: Class 6 contains 6431 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 26675 members 
Mstep: Class 9 contains 290 members 
Mstep: Class 10 contains 3562 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 12 contains 284645 members 
Mstep: Class 13 contains 2117 members 
Mstep: Class 14 contains 58425 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 6419 members 
Mstep: Class 18 contains 3582 members 
Mstep: Class 19 contains 6881 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1902 members 
Mstep: Class 22 contains 1883 members 
Mstep: Class 23 contains 1724 members 
Mstep: Class 24 contains 1196 members 
Mstep: Class 25 contains 13632 members 
Mstep: Class 26 contains 1674 members 
Mstep: Class 27 contains 1710 members 
Mstep: Class 28 contains 7267 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 205 members 
Mstep: Class 31 contains 26328 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 1593 members 
Mstep: Class 35 contains 2036 members 
Mstep: Class 36 contains 222709 members 
Mstep: Class 37 contains 2341 members 
Mstep: Class 38 contains 1350 members 
Mstep: Class 39 contains 716 members 
Mstep: Class 40 contains 12119 members 
Mstep: Class 41 contains 3363 members 
Mstep: Class 42 contains 134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353570.000000 Penalty: 25800.025391
Iteration 121Q: 43 clusters Score -2.835357e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1346 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 6004 members 
Mstep: Class 6 contains 6428 members 
Mstep: Class 7 contains 514 members 
Mstep: Class 8 contains 26639 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 3324 members 
Mstep: Class 12 contains 284530 members 
Mstep: Class 13 contains 2118 members 
Mstep: Class 14 contains 58346 members 
Mstep: Class 15 contains 505 members 
Mstep: Class 16 contains 462 members 
Mstep: Class 17 contains 6410 members 
Mstep: Class 18 contains 3573 members 
Mstep: Class 19 contains 6835 members 
Mstep: Class 20 contains 4909 members 
Mstep: Class 21 contains 1888 members 
Mstep: Class 22 contains 1882 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 1199 members 
Mstep: Class 25 contains 13616 members 
Mstep: Class 26 contains 1683 members 
Mstep: Class 27 contains 1819 members 
Mstep: Class 28 contains 7241 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 199 members 
Mstep: Class 31 contains 26320 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 1593 members 
Mstep: Class 35 contains 2065 members 
Mstep: Class 36 contains 222321 members 
Mstep: Class 37 contains 2342 members 
Mstep: Class 38 contains 1375 members 
Mstep: Class 39 contains 713 members 
Mstep: Class 40 contains 12395 members 
Mstep: Class 41 contains 3501 members 
Mstep: Class 42 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354076.000000 Penalty: 25800.025391
Iteration 122Q: 43 clusters Score -2.835408e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1341 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 2541 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 6429 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 26606 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 3567 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 12 contains 284469 members 
Mstep: Class 13 contains 2117 members 
Mstep: Class 14 contains 58279 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 6414 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 6826 members 
Mstep: Class 20 contains 4981 members 
Mstep: Class 21 contains 1884 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1726 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 13607 members 
Mstep: Class 26 contains 1683 members 
Mstep: Class 27 contains 1921 members 
Mstep: Class 28 contains 7230 members 
Mstep: Class 29 contains 1354 members 
Mstep: Class 30 contains 200 members 
Mstep: Class 31 contains 26310 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 1593 members 
Mstep: Class 35 contains 2087 members 
Mstep: Class 36 contains 221918 members 
Mstep: Class 37 contains 2343 members 
Mstep: Class 38 contains 1385 members 
Mstep: Class 39 contains 710 members 
Mstep: Class 40 contains 12633 members 
Mstep: Class 41 contains 3602 members 
Mstep: Class 42 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354384.000000 Penalty: 25800.025391
Iteration 123Q: 43 clusters Score -2.835438e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1343 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 2598 members 
Mstep: Class 5 contains 5995 members 
Mstep: Class 6 contains 6432 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 26590 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 3569 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 284432 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 58216 members 
Mstep: Class 15 contains 513 members 
Mstep: Class 16 contains 458 members 
Mstep: Class 17 contains 6419 members 
Mstep: Class 18 contains 3555 members 
Mstep: Class 19 contains 6828 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 1877 members 
Mstep: Class 22 contains 1886 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 1211 members 
Mstep: Class 25 contains 13593 members 
Mstep: Class 26 contains 1674 members 
Mstep: Class 27 contains 2010 members 
Mstep: Class 28 contains 7218 members 
Mstep: Class 29 contains 1353 members 
Mstep: Class 30 contains 197 members 
Mstep: Class 31 contains 26303 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 499 members 
Mstep: Class 34 contains 1595 members 
Mstep: Class 35 contains 2092 members 
Mstep: Class 36 contains 221516 members 
Mstep: Class 37 contains 2340 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 12881 members 
Mstep: Class 41 contains 3669 members 
Mstep: Class 42 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354624.000000 Penalty: 25800.025391
Iteration 124Q: 43 clusters Score -2.835462e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1346 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 2650 members 
Mstep: Class 5 contains 5989 members 
Mstep: Class 6 contains 6433 members 
Mstep: Class 7 contains 520 members 
Mstep: Class 8 contains 26571 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 3572 members 
Mstep: Class 11 contains 3318 members 
Mstep: Class 12 contains 284379 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 58158 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 6427 members 
Mstep: Class 18 contains 3543 members 
Mstep: Class 19 contains 6864 members 
Mstep: Class 20 contains 5097 members 
Mstep: Class 21 contains 1873 members 
Mstep: Class 22 contains 1885 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 1215 members 
Mstep: Class 25 contains 13572 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2112 members 
Mstep: Class 28 contains 7208 members 
Mstep: Class 29 contains 1358 members 
Mstep: Class 30 contains 197 members 
Mstep: Class 31 contains 26293 members 
Mstep: Class 32 contains 533 members 
Mstep: Class 33 contains 508 members 
Mstep: Class 34 contains 1596 members 
Mstep: Class 35 contains 2080 members 
Mstep: Class 36 contains 221168 members 
Mstep: Class 37 contains 2336 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 13116 members 
Mstep: Class 41 contains 3725 members 
Mstep: Class 42 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354710.000000 Penalty: 25800.025391
Iteration 125Q: 43 clusters Score -2.835471e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 2685 members 
Mstep: Class 5 contains 5995 members 
Mstep: Class 6 contains 6433 members 
Mstep: Class 7 contains 520 members 
Mstep: Class 8 contains 26557 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 3574 members 
Mstep: Class 11 contains 3317 members 
Mstep: Class 12 contains 284327 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 58091 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 6431 members 
Mstep: Class 18 contains 3530 members 
Mstep: Class 19 contains 6920 members 
Mstep: Class 20 contains 5150 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 1885 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 1216 members 
Mstep: Class 25 contains 13542 members 
Mstep: Class 26 contains 1630 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 7204 members 
Mstep: Class 29 contains 1366 members 
Mstep: Class 30 contains 195 members 
Mstep: Class 31 contains 26282 members 
Mstep: Class 32 contains 527 members 
Mstep: Class 33 contains 513 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2078 members 
Mstep: Class 36 contains 220857 members 
Mstep: Class 37 contains 2335 members 
Mstep: Class 38 contains 1411 members 
Mstep: Class 39 contains 705 members 
Mstep: Class 40 contains 13317 members 
Mstep: Class 41 contains 3771 members 
Mstep: Class 42 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354790.000000 Penalty: 25800.025391
Iteration 126Q: 43 clusters Score -2.835479e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1350 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 2719 members 
Mstep: Class 5 contains 5994 members 
Mstep: Class 6 contains 6433 members 
Mstep: Class 7 contains 520 members 
Mstep: Class 8 contains 26541 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 3576 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 12 contains 284283 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 58026 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 464 members 
Mstep: Class 17 contains 6431 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 6961 members 
Mstep: Class 20 contains 5213 members 
Mstep: Class 21 contains 1877 members 
Mstep: Class 22 contains 1881 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 1218 members 
Mstep: Class 25 contains 13515 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 7197 members 
Mstep: Class 29 contains 1380 members 
Mstep: Class 30 contains 197 members 
Mstep: Class 31 contains 26271 members 
Mstep: Class 32 contains 521 members 
Mstep: Class 33 contains 520 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2075 members 
Mstep: Class 36 contains 220572 members 
Mstep: Class 37 contains 2335 members 
Mstep: Class 38 contains 1416 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 13505 members 
Mstep: Class 41 contains 3806 members 
Mstep: Class 42 contains 183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354904.000000 Penalty: 25800.025391
Iteration 127Q: 43 clusters Score -2.83549e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1350 members 
Mstep: Class 3 contains 476 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 6435 members 
Mstep: Class 7 contains 520 members 
Mstep: Class 8 contains 26534 members 
Mstep: Class 9 contains 292 members 
Mstep: Class 10 contains 3580 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 284253 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 57960 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6432 members 
Mstep: Class 18 contains 3512 members 
Mstep: Class 19 contains 7009 members 
Mstep: Class 20 contains 5280 members 
Mstep: Class 21 contains 1878 members 
Mstep: Class 22 contains 1880 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1219 members 
Mstep: Class 25 contains 13500 members 
Mstep: Class 26 contains 1602 members 
Mstep: Class 27 contains 2357 members 
Mstep: Class 28 contains 7190 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 198 members 
Mstep: Class 31 contains 26265 members 
Mstep: Class 32 contains 518 members 
Mstep: Class 33 contains 525 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2073 members 
Mstep: Class 36 contains 220302 members 
Mstep: Class 37 contains 2335 members 
Mstep: Class 38 contains 1417 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 13670 members 
Mstep: Class 41 contains 3828 members 
Mstep: Class 42 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354888.000000 Penalty: 25800.025391
Iteration 128Q: 43 clusters Score -2.835489e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1350 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 2781 members 
Mstep: Class 5 contains 5988 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 26529 members 
Mstep: Class 9 contains 292 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 11 contains 3324 members 
Mstep: Class 12 contains 284217 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 57922 members 
Mstep: Class 15 contains 512 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 6429 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 7062 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 1880 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 1221 members 
Mstep: Class 25 contains 13489 members 
Mstep: Class 26 contains 1589 members 
Mstep: Class 27 contains 2405 members 
Mstep: Class 28 contains 7184 members 
Mstep: Class 29 contains 1390 members 
Mstep: Class 30 contains 199 members 
Mstep: Class 31 contains 26260 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 531 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 220058 members 
Mstep: Class 37 contains 2335 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 709 members 
Mstep: Class 40 contains 13824 members 
Mstep: Class 41 contains 3848 members 
Mstep: Class 42 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355010.000000 Penalty: 25800.025391
Iteration 129Q: 43 clusters Score -2.835501e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1350 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 2811 members 
Mstep: Class 5 contains 5987 members 
Mstep: Class 6 contains 6439 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 26521 members 
Mstep: Class 9 contains 292 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 11 contains 3327 members 
Mstep: Class 12 contains 284199 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 57877 members 
Mstep: Class 15 contains 513 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 6433 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 5374 members 
Mstep: Class 21 contains 1879 members 
Mstep: Class 22 contains 1880 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 1224 members 
Mstep: Class 25 contains 13475 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 2443 members 
Mstep: Class 28 contains 7182 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 199 members 
Mstep: Class 31 contains 26255 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 538 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2070 members 
Mstep: Class 36 contains 219815 members 
Mstep: Class 37 contains 2337 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 13965 members 
Mstep: Class 41 contains 3877 members 
Mstep: Class 42 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355002.000000 Penalty: 25800.025391
Iteration 130Q: 43 clusters Score -2.8355e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1350 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 2845 members 
Mstep: Class 5 contains 5986 members 
Mstep: Class 6 contains 6442 members 
Mstep: Class 7 contains 529 members 
Mstep: Class 8 contains 26517 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 3583 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 284173 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 57831 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6427 members 
Mstep: Class 18 contains 3507 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 5418 members 
Mstep: Class 21 contains 1879 members 
Mstep: Class 22 contains 1880 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 1230 members 
Mstep: Class 25 contains 13461 members 
Mstep: Class 26 contains 1581 members 
Mstep: Class 27 contains 2475 members 
Mstep: Class 28 contains 7179 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 199 members 
Mstep: Class 31 contains 26248 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 540 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2073 members 
Mstep: Class 36 contains 219622 members 
Mstep: Class 37 contains 2337 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 712 members 
Mstep: Class 40 contains 14074 members 
Mstep: Class 41 contains 3899 members 
Mstep: Class 42 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355082.000000 Penalty: 25800.025391
Iteration 131Q: 43 clusters Score -2.835508e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1350 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 2867 members 
Mstep: Class 5 contains 5987 members 
Mstep: Class 6 contains 6442 members 
Mstep: Class 7 contains 531 members 
Mstep: Class 8 contains 26526 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 3584 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 284146 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 57788 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 3507 members 
Mstep: Class 19 contains 7164 members 
Mstep: Class 20 contains 5452 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 1880 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 1232 members 
Mstep: Class 25 contains 13449 members 
Mstep: Class 26 contains 1581 members 
Mstep: Class 27 contains 2505 members 
Mstep: Class 28 contains 7179 members 
Mstep: Class 29 contains 1377 members 
Mstep: Class 30 contains 199 members 
Mstep: Class 31 contains 26250 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 543 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 219462 members 
Mstep: Class 37 contains 2339 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 712 members 
Mstep: Class 40 contains 14169 members 
Mstep: Class 41 contains 3919 members 
Mstep: Class 42 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355000.000000 Penalty: 25800.025391
Iteration 132Q: 43 clusters Score -2.8355e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1350 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 2899 members 
Mstep: Class 5 contains 5988 members 
Mstep: Class 6 contains 6443 members 
Mstep: Class 7 contains 532 members 
Mstep: Class 8 contains 26531 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 3585 members 
Mstep: Class 11 contains 3330 members 
Mstep: Class 12 contains 284127 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 57752 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 7186 members 
Mstep: Class 20 contains 5484 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 1234 members 
Mstep: Class 25 contains 13437 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 2530 members 
Mstep: Class 28 contains 7178 members 
Mstep: Class 29 contains 1372 members 
Mstep: Class 30 contains 199 members 
Mstep: Class 31 contains 26249 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 545 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2066 members 
Mstep: Class 36 contains 219341 members 
Mstep: Class 37 contains 2341 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 712 members 
Mstep: Class 40 contains 14232 members 
Mstep: Class 41 contains 3936 members 
Mstep: Class 42 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355070.000000 Penalty: 25800.025391
Iteration 133Q: 43 clusters Score -2.835507e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1350 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 2923 members 
Mstep: Class 5 contains 5987 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 535 members 
Mstep: Class 8 contains 26534 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 3585 members 
Mstep: Class 11 contains 3330 members 
Mstep: Class 12 contains 284110 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 57715 members 
Mstep: Class 15 contains 530 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 7214 members 
Mstep: Class 20 contains 5524 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 1235 members 
Mstep: Class 25 contains 13424 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 2548 members 
Mstep: Class 28 contains 7177 members 
Mstep: Class 29 contains 1368 members 
Mstep: Class 30 contains 199 members 
Mstep: Class 31 contains 26246 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 548 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2059 members 
Mstep: Class 36 contains 219225 members 
Mstep: Class 37 contains 2340 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 712 members 
Mstep: Class 40 contains 14294 members 
Mstep: Class 41 contains 3950 members 
Mstep: Class 42 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355174.000000 Penalty: 25800.025391
Iteration 134Q: 43 clusters Score -2.835517e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1350 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 2944 members 
Mstep: Class 5 contains 5989 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 26544 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 3585 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 284094 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 57681 members 
Mstep: Class 15 contains 530 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 7236 members 
Mstep: Class 20 contains 5553 members 
Mstep: Class 21 contains 1879 members 
Mstep: Class 22 contains 1878 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 1238 members 
Mstep: Class 25 contains 13416 members 
Mstep: Class 26 contains 1587 members 
Mstep: Class 27 contains 2568 members 
Mstep: Class 28 contains 7177 members 
Mstep: Class 29 contains 1366 members 
Mstep: Class 30 contains 199 members 
Mstep: Class 31 contains 26248 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 551 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2054 members 
Mstep: Class 36 contains 219115 members 
Mstep: Class 37 contains 2341 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14348 members 
Mstep: Class 41 contains 3963 members 
Mstep: Class 42 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355114.000000 Penalty: 25800.025391
Iteration 135Q: 43 clusters Score -2.835511e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1351 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 2957 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 26544 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 3586 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 284095 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 57651 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 7262 members 
Mstep: Class 20 contains 5590 members 
Mstep: Class 21 contains 1877 members 
Mstep: Class 22 contains 1878 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1238 members 
Mstep: Class 25 contains 13417 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 2585 members 
Mstep: Class 28 contains 7177 members 
Mstep: Class 29 contains 1358 members 
Mstep: Class 30 contains 198 members 
Mstep: Class 31 contains 26247 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 555 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2047 members 
Mstep: Class 36 contains 219018 members 
Mstep: Class 37 contains 2339 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 712 members 
Mstep: Class 40 contains 14377 members 
Mstep: Class 41 contains 3968 members 
Mstep: Class 42 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355104.000000 Penalty: 25800.025391
Iteration 136Q: 43 clusters Score -2.83551e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1351 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 2972 members 
Mstep: Class 5 contains 5995 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 26548 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 3586 members 
Mstep: Class 11 contains 3330 members 
Mstep: Class 12 contains 284095 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 57629 members 
Mstep: Class 15 contains 541 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6420 members 
Mstep: Class 18 contains 3498 members 
Mstep: Class 19 contains 7280 members 
Mstep: Class 20 contains 5615 members 
Mstep: Class 21 contains 1875 members 
Mstep: Class 22 contains 1878 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1237 members 
Mstep: Class 25 contains 13418 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 2593 members 
Mstep: Class 28 contains 7177 members 
Mstep: Class 29 contains 1353 members 
Mstep: Class 30 contains 197 members 
Mstep: Class 31 contains 26248 members 
Mstep: Class 32 contains 518 members 
Mstep: Class 33 contains 564 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2039 members 
Mstep: Class 36 contains 218921 members 
Mstep: Class 37 contains 2339 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14414 members 
Mstep: Class 41 contains 3976 members 
Mstep: Class 42 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355102.000000 Penalty: 25800.025391
Iteration 137Q: 43 clusters Score -2.83551e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1351 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 2987 members 
Mstep: Class 5 contains 5997 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 539 members 
Mstep: Class 8 contains 26557 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 3584 members 
Mstep: Class 11 contains 3333 members 
Mstep: Class 12 contains 284081 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 57602 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3494 members 
Mstep: Class 19 contains 7307 members 
Mstep: Class 20 contains 5650 members 
Mstep: Class 21 contains 1877 members 
Mstep: Class 22 contains 1878 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1237 members 
Mstep: Class 25 contains 13419 members 
Mstep: Class 26 contains 1582 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 7177 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 197 members 
Mstep: Class 31 contains 26251 members 
Mstep: Class 32 contains 519 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2032 members 
Mstep: Class 36 contains 218827 members 
Mstep: Class 37 contains 2339 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 710 members 
Mstep: Class 40 contains 14441 members 
Mstep: Class 41 contains 3985 members 
Mstep: Class 42 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355056.000000 Penalty: 25800.025391
Iteration 138Q: 43 clusters Score -2.835506e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1351 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 2999 members 
Mstep: Class 5 contains 5996 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 26563 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 3582 members 
Mstep: Class 11 contains 3334 members 
Mstep: Class 12 contains 284065 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 57580 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 7325 members 
Mstep: Class 20 contains 5682 members 
Mstep: Class 21 contains 1878 members 
Mstep: Class 22 contains 1878 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1237 members 
Mstep: Class 25 contains 13422 members 
Mstep: Class 26 contains 1581 members 
Mstep: Class 27 contains 2614 members 
Mstep: Class 28 contains 7178 members 
Mstep: Class 29 contains 1342 members 
Mstep: Class 30 contains 196 members 
Mstep: Class 31 contains 26255 members 
Mstep: Class 32 contains 519 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2027 members 
Mstep: Class 36 contains 218760 members 
Mstep: Class 37 contains 2340 members 
Mstep: Class 38 contains 1422 members 
Mstep: Class 39 contains 710 members 
Mstep: Class 40 contains 14462 members 
Mstep: Class 41 contains 3992 members 
Mstep: Class 42 contains 180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355062.000000 Penalty: 25800.025391
Iteration 139Q: 43 clusters Score -2.835506e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1351 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 5994 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 26572 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 11 contains 3334 members 
Mstep: Class 12 contains 284058 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 57560 members 
Mstep: Class 15 contains 547 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 3486 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 5710 members 
Mstep: Class 21 contains 1878 members 
Mstep: Class 22 contains 1878 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1237 members 
Mstep: Class 25 contains 13424 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 2623 members 
Mstep: Class 28 contains 7179 members 
Mstep: Class 29 contains 1341 members 
Mstep: Class 30 contains 196 members 
Mstep: Class 31 contains 26254 members 
Mstep: Class 32 contains 519 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2018 members 
Mstep: Class 36 contains 218701 members 
Mstep: Class 37 contains 2342 members 
Mstep: Class 38 contains 1422 members 
Mstep: Class 39 contains 710 members 
Mstep: Class 40 contains 14478 members 
Mstep: Class 41 contains 3998 members 
Mstep: Class 42 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355212.000000 Penalty: 25800.025391
Iteration 140F: 43 clusters Score -2.835521e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1338 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3007 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 6443 members 
Mstep: Class 7 contains 539 members 
Mstep: Class 8 contains 26579 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 3582 members 
Mstep: Class 11 contains 3335 members 
Mstep: Class 12 contains 284049 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 57521 members 
Mstep: Class 15 contains 551 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 3480 members 
Mstep: Class 19 contains 7355 members 
Mstep: Class 20 contains 5738 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1237 members 
Mstep: Class 25 contains 13423 members 
Mstep: Class 26 contains 1590 members 
Mstep: Class 27 contains 2655 members 
Mstep: Class 28 contains 7177 members 
Mstep: Class 29 contains 1338 members 
Mstep: Class 30 contains 194 members 
Mstep: Class 31 contains 26252 members 
Mstep: Class 32 contains 519 members 
Mstep: Class 33 contains 584 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2012 members 
Mstep: Class 36 contains 218636 members 
Mstep: Class 37 contains 2342 members 
Mstep: Class 38 contains 1422 members 
Mstep: Class 39 contains 710 members 
Mstep: Class 40 contains 14502 members 
Mstep: Class 41 contains 3998 members 
Mstep: Class 42 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355484.000000 Penalty: 25800.025391
Iteration 141Q: 43 clusters Score -2.835548e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 3015 members 
Mstep: Class 5 contains 5995 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 541 members 
Mstep: Class 8 contains 26585 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 3585 members 
Mstep: Class 11 contains 3334 members 
Mstep: Class 12 contains 284038 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57467 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 3477 members 
Mstep: Class 19 contains 7366 members 
Mstep: Class 20 contains 5760 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 1880 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1238 members 
Mstep: Class 25 contains 13422 members 
Mstep: Class 26 contains 1597 members 
Mstep: Class 27 contains 2695 members 
Mstep: Class 28 contains 7176 members 
Mstep: Class 29 contains 1332 members 
Mstep: Class 30 contains 194 members 
Mstep: Class 31 contains 26248 members 
Mstep: Class 32 contains 519 members 
Mstep: Class 33 contains 591 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2006 members 
Mstep: Class 36 contains 218582 members 
Mstep: Class 37 contains 2339 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 710 members 
Mstep: Class 40 contains 14527 members 
Mstep: Class 41 contains 4000 members 
Mstep: Class 42 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355694.000000 Penalty: 25800.025391
Iteration 142Q: 43 clusters Score -2.835569e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3019 members 
Mstep: Class 5 contains 5997 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 544 members 
Mstep: Class 8 contains 26589 members 
Mstep: Class 9 contains 292 members 
Mstep: Class 10 contains 3586 members 
Mstep: Class 11 contains 3335 members 
Mstep: Class 12 contains 284034 members 
Mstep: Class 13 contains 2121 members 
Mstep: Class 14 contains 57424 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 3472 members 
Mstep: Class 19 contains 7384 members 
Mstep: Class 20 contains 5787 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 1239 members 
Mstep: Class 25 contains 13418 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 2728 members 
Mstep: Class 28 contains 7175 members 
Mstep: Class 29 contains 1333 members 
Mstep: Class 30 contains 195 members 
Mstep: Class 31 contains 26245 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2006 members 
Mstep: Class 36 contains 218512 members 
Mstep: Class 37 contains 2339 members 
Mstep: Class 38 contains 1419 members 
Mstep: Class 39 contains 710 members 
Mstep: Class 40 contains 14551 members 
Mstep: Class 41 contains 3997 members 
Mstep: Class 42 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355704.000000 Penalty: 25800.025391
Iteration 143Q: 43 clusters Score -2.83557e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1339 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 3024 members 
Mstep: Class 5 contains 5998 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 544 members 
Mstep: Class 8 contains 26598 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 3586 members 
Mstep: Class 11 contains 3336 members 
Mstep: Class 12 contains 284024 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57384 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 3470 members 
Mstep: Class 19 contains 7398 members 
Mstep: Class 20 contains 5814 members 
Mstep: Class 21 contains 1872 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1240 members 
Mstep: Class 25 contains 13412 members 
Mstep: Class 26 contains 1599 members 
Mstep: Class 27 contains 2754 members 
Mstep: Class 28 contains 7173 members 
Mstep: Class 29 contains 1336 members 
Mstep: Class 30 contains 195 members 
Mstep: Class 31 contains 26243 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 607 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2006 members 
Mstep: Class 36 contains 218461 members 
Mstep: Class 37 contains 2337 members 
Mstep: Class 38 contains 1417 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14571 members 
Mstep: Class 41 contains 3997 members 
Mstep: Class 42 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355718.000000 Penalty: 25800.025391
Iteration 144Q: 43 clusters Score -2.835572e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 3028 members 
Mstep: Class 5 contains 5998 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 545 members 
Mstep: Class 8 contains 26600 members 
Mstep: Class 9 contains 290 members 
Mstep: Class 10 contains 3586 members 
Mstep: Class 11 contains 3338 members 
Mstep: Class 12 contains 284017 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57348 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 3469 members 
Mstep: Class 19 contains 7413 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 1873 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1242 members 
Mstep: Class 25 contains 13405 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 2777 members 
Mstep: Class 28 contains 7171 members 
Mstep: Class 29 contains 1339 members 
Mstep: Class 30 contains 196 members 
Mstep: Class 31 contains 26240 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 608 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 218413 members 
Mstep: Class 37 contains 2337 members 
Mstep: Class 38 contains 1417 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14597 members 
Mstep: Class 41 contains 3999 members 
Mstep: Class 42 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355678.000000 Penalty: 25800.025391
Iteration 145Q: 43 clusters Score -2.835568e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1339 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 5997 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 546 members 
Mstep: Class 8 contains 26599 members 
Mstep: Class 9 contains 288 members 
Mstep: Class 10 contains 3586 members 
Mstep: Class 11 contains 3338 members 
Mstep: Class 12 contains 284022 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57314 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 3463 members 
Mstep: Class 19 contains 7420 members 
Mstep: Class 20 contains 5866 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1241 members 
Mstep: Class 25 contains 13397 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 7170 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 200 members 
Mstep: Class 31 contains 26237 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 609 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 1999 members 
Mstep: Class 36 contains 218375 members 
Mstep: Class 37 contains 2336 members 
Mstep: Class 38 contains 1417 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14613 members 
Mstep: Class 41 contains 3998 members 
Mstep: Class 42 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355742.000000 Penalty: 25800.025391
Iteration 146Q: 43 clusters Score -2.835574e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1338 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 3040 members 
Mstep: Class 5 contains 5996 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 26604 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 3588 members 
Mstep: Class 11 contains 3338 members 
Mstep: Class 12 contains 284028 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57274 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 3457 members 
Mstep: Class 19 contains 7425 members 
Mstep: Class 20 contains 5896 members 
Mstep: Class 21 contains 1875 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1241 members 
Mstep: Class 25 contains 13390 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 2816 members 
Mstep: Class 28 contains 7169 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 202 members 
Mstep: Class 31 contains 26232 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 610 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 1997 members 
Mstep: Class 36 contains 218339 members 
Mstep: Class 37 contains 2336 members 
Mstep: Class 38 contains 1417 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14637 members 
Mstep: Class 41 contains 3997 members 
Mstep: Class 42 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355724.000000 Penalty: 25800.025391
Iteration 147Q: 43 clusters Score -2.835572e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1335 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 3048 members 
Mstep: Class 5 contains 5996 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 26606 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 3590 members 
Mstep: Class 11 contains 3339 members 
Mstep: Class 12 contains 284029 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57245 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 7431 members 
Mstep: Class 20 contains 5918 members 
Mstep: Class 21 contains 1877 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1241 members 
Mstep: Class 25 contains 13384 members 
Mstep: Class 26 contains 1599 members 
Mstep: Class 27 contains 2833 members 
Mstep: Class 28 contains 7167 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 203 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 613 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 1997 members 
Mstep: Class 36 contains 218301 members 
Mstep: Class 37 contains 2338 members 
Mstep: Class 38 contains 1418 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14655 members 
Mstep: Class 41 contains 3995 members 
Mstep: Class 42 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355794.000000 Penalty: 25800.025391
Iteration 148Q: 43 clusters Score -2.835579e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 5994 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 546 members 
Mstep: Class 8 contains 26611 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 3593 members 
Mstep: Class 11 contains 3339 members 
Mstep: Class 12 contains 284034 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57222 members 
Mstep: Class 15 contains 559 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6427 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 7431 members 
Mstep: Class 20 contains 5935 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1241 members 
Mstep: Class 25 contains 13376 members 
Mstep: Class 26 contains 1601 members 
Mstep: Class 27 contains 2851 members 
Mstep: Class 28 contains 7166 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 204 members 
Mstep: Class 31 contains 26229 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 615 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 1999 members 
Mstep: Class 36 contains 218267 members 
Mstep: Class 37 contains 2340 members 
Mstep: Class 38 contains 1418 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14663 members 
Mstep: Class 41 contains 3994 members 
Mstep: Class 42 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355808.000000 Penalty: 25800.025391
Iteration 149Q: 43 clusters Score -2.835581e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1328 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 3064 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 6446 members 
Mstep: Class 7 contains 545 members 
Mstep: Class 8 contains 26614 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 3596 members 
Mstep: Class 11 contains 3339 members 
Mstep: Class 12 contains 284038 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57202 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 7431 members 
Mstep: Class 20 contains 5950 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1241 members 
Mstep: Class 25 contains 13374 members 
Mstep: Class 26 contains 1605 members 
Mstep: Class 27 contains 2866 members 
Mstep: Class 28 contains 7163 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 206 members 
Mstep: Class 31 contains 26226 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 617 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 218230 members 
Mstep: Class 37 contains 2340 members 
Mstep: Class 38 contains 1419 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 3995 members 
Mstep: Class 42 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355776.000000 Penalty: 25800.025391
Iteration 150Q: 43 clusters Score -2.835578e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1326 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 3070 members 
Mstep: Class 5 contains 5986 members 
Mstep: Class 6 contains 6449 members 
Mstep: Class 7 contains 545 members 
Mstep: Class 8 contains 26616 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 3595 members 
Mstep: Class 11 contains 3339 members 
Mstep: Class 12 contains 284038 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57185 members 
Mstep: Class 15 contains 561 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 7435 members 
Mstep: Class 20 contains 5962 members 
Mstep: Class 21 contains 1884 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1241 members 
Mstep: Class 25 contains 13371 members 
Mstep: Class 26 contains 1607 members 
Mstep: Class 27 contains 2880 members 
Mstep: Class 28 contains 7158 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 206 members 
Mstep: Class 31 contains 26227 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 618 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2003 members 
Mstep: Class 36 contains 218207 members 
Mstep: Class 37 contains 2341 members 
Mstep: Class 38 contains 1420 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14677 members 
Mstep: Class 41 contains 3994 members 
Mstep: Class 42 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355782.000000 Penalty: 25800.025391
Iteration 151Q: 43 clusters Score -2.835578e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1325 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 3080 members 
Mstep: Class 5 contains 5984 members 
Mstep: Class 6 contains 6451 members 
Mstep: Class 7 contains 545 members 
Mstep: Class 8 contains 26615 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 3594 members 
Mstep: Class 11 contains 3339 members 
Mstep: Class 12 contains 284036 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57171 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 7439 members 
Mstep: Class 20 contains 5970 members 
Mstep: Class 21 contains 1884 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1241 members 
Mstep: Class 25 contains 13372 members 
Mstep: Class 26 contains 1611 members 
Mstep: Class 27 contains 2892 members 
Mstep: Class 28 contains 7155 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 207 members 
Mstep: Class 31 contains 26229 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 619 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2003 members 
Mstep: Class 36 contains 218186 members 
Mstep: Class 37 contains 2341 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14679 members 
Mstep: Class 41 contains 3996 members 
Mstep: Class 42 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355780.000000 Penalty: 25800.025391
Iteration 152Q: 43 clusters Score -2.835578e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1326 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 3091 members 
Mstep: Class 5 contains 5983 members 
Mstep: Class 6 contains 6453 members 
Mstep: Class 7 contains 545 members 
Mstep: Class 8 contains 26618 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 3594 members 
Mstep: Class 11 contains 3338 members 
Mstep: Class 12 contains 284025 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57160 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 7449 members 
Mstep: Class 20 contains 5973 members 
Mstep: Class 21 contains 1879 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1241 members 
Mstep: Class 25 contains 13372 members 
Mstep: Class 26 contains 1613 members 
Mstep: Class 27 contains 2905 members 
Mstep: Class 28 contains 7154 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 207 members 
Mstep: Class 31 contains 26228 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 620 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2001 members 
Mstep: Class 36 contains 218171 members 
Mstep: Class 37 contains 2343 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14678 members 
Mstep: Class 41 contains 3998 members 
Mstep: Class 42 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355818.000000 Penalty: 25800.025391
Iteration 153Q: 43 clusters Score -2.835582e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1324 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 3097 members 
Mstep: Class 5 contains 5980 members 
Mstep: Class 6 contains 6453 members 
Mstep: Class 7 contains 545 members 
Mstep: Class 8 contains 26621 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 3594 members 
Mstep: Class 11 contains 3338 members 
Mstep: Class 12 contains 284007 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57158 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 5975 members 
Mstep: Class 21 contains 1877 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1241 members 
Mstep: Class 25 contains 13370 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 2919 members 
Mstep: Class 28 contains 7154 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 207 members 
Mstep: Class 31 contains 26228 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 621 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 218159 members 
Mstep: Class 37 contains 2344 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14675 members 
Mstep: Class 41 contains 4000 members 
Mstep: Class 42 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355844.000000 Penalty: 25800.025391
Iteration 154Q: 43 clusters Score -2.835584e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1325 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 3105 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 6453 members 
Mstep: Class 7 contains 545 members 
Mstep: Class 8 contains 26625 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 3594 members 
Mstep: Class 11 contains 3338 members 
Mstep: Class 12 contains 283991 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57153 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 7471 members 
Mstep: Class 20 contains 5977 members 
Mstep: Class 21 contains 1879 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1241 members 
Mstep: Class 25 contains 13363 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 2929 members 
Mstep: Class 28 contains 7154 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 207 members 
Mstep: Class 31 contains 26228 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 623 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 218139 members 
Mstep: Class 37 contains 2344 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14675 members 
Mstep: Class 41 contains 4003 members 
Mstep: Class 42 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355836.000000 Penalty: 25800.025391
Iteration 155Q: 43 clusters Score -2.835584e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1325 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 3116 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 6453 members 
Mstep: Class 7 contains 545 members 
Mstep: Class 8 contains 26630 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 3594 members 
Mstep: Class 11 contains 3338 members 
Mstep: Class 12 contains 283974 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57142 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 7482 members 
Mstep: Class 20 contains 5986 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1240 members 
Mstep: Class 25 contains 13358 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 2941 members 
Mstep: Class 28 contains 7154 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 207 members 
Mstep: Class 31 contains 26228 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 625 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 218116 members 
Mstep: Class 37 contains 2344 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14675 members 
Mstep: Class 41 contains 4006 members 
Mstep: Class 42 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355862.000000 Penalty: 25800.025391
Iteration 156Q: 43 clusters Score -2.835586e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1324 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 3132 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 6453 members 
Mstep: Class 7 contains 545 members 
Mstep: Class 8 contains 26632 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 3594 members 
Mstep: Class 11 contains 3337 members 
Mstep: Class 12 contains 283968 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57130 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6420 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 7488 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1240 members 
Mstep: Class 25 contains 13356 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 2957 members 
Mstep: Class 28 contains 7154 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 207 members 
Mstep: Class 31 contains 26228 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 627 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 218091 members 
Mstep: Class 37 contains 2344 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14677 members 
Mstep: Class 41 contains 4008 members 
Mstep: Class 42 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355882.000000 Penalty: 25800.025391
Iteration 157Q: 43 clusters Score -2.835588e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1323 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 3137 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 6453 members 
Mstep: Class 7 contains 545 members 
Mstep: Class 8 contains 26639 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 3594 members 
Mstep: Class 11 contains 3338 members 
Mstep: Class 12 contains 283969 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57122 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6420 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 7488 members 
Mstep: Class 20 contains 5990 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1240 members 
Mstep: Class 25 contains 13348 members 
Mstep: Class 26 contains 1627 members 
Mstep: Class 27 contains 2975 members 
Mstep: Class 28 contains 7154 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 207 members 
Mstep: Class 31 contains 26228 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 627 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2003 members 
Mstep: Class 36 contains 218072 members 
Mstep: Class 37 contains 2345 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14678 members 
Mstep: Class 41 contains 4008 members 
Mstep: Class 42 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355844.000000 Penalty: 25800.025391
Iteration 158Q: 43 clusters Score -2.835584e+07 nChanged 91
Entering ConstructFrom: 
Score: -28355844.000000 Penalty: 25800.025391
Entering ConstructFrom: 
Trying to split cluster 1 (4820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Entering Unmasked Estep 
Score: -199709.765625 Penalty: 385.864075
	Iteration 0F: 2 clusters Score -199709.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -196445.812500 Penalty: 771.728149
	Iteration 0F: 3 clusters Score -196445.8 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -197661.734375 Penalty: 771.728149
	Iteration 1F: 3 clusters Score -197661.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -197832.890625 Penalty: 771.728149
	Iteration 2F: 3 clusters Score -197832.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -198000.125000 Penalty: 771.728149
	Iteration 3F: 3 clusters Score -198000.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -198179.906250 Penalty: 771.728149
	Iteration 4F: 3 clusters Score -198179.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -198374.500000 Penalty: 771.728149
	Iteration 5F: 3 clusters Score -198374.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -198579.062500 Penalty: 771.728149
	Iteration 6F: 3 clusters Score -198579.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -198717.812500 Penalty: 771.728149
	Iteration 7Q: 3 clusters Score -198717.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -198807.750000 Penalty: 771.728149
	Iteration 8Q: 3 clusters Score -198807.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -198874.437500 Penalty: 771.728149
	Iteration 9Q: 3 clusters Score -198874.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -198924.109375 Penalty: 771.728149
	Iteration 10Q: 3 clusters Score -198924.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -198963.859375 Penalty: 771.728149
	Iteration 11Q: 3 clusters Score -198963.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -198996.031250 Penalty: 771.728149
	Iteration 12Q: 3 clusters Score -198996 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -199014.187500 Penalty: 771.728149
	Iteration 13Q: 3 clusters Score -199014.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -199028.140625 Penalty: 771.728149
	Iteration 14Q: 3 clusters Score -199028.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -199036.343750 Penalty: 771.728149
	Iteration 15Q: 3 clusters Score -199036.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -199044.125000 Penalty: 771.728149
	Iteration 16Q: 3 clusters Score -199044.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -199050.062500 Penalty: 771.728149
	Iteration 17Q: 3 clusters Score -199050.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -199053.687500 Penalty: 771.728149
	Iteration 18Q: 3 clusters Score -199053.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -199056.687500 Penalty: 771.728149
	Iteration 19Q: 3 clusters Score -199056.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -199057.906250 Penalty: 771.728149
	Iteration 20F: 3 clusters Score -199057.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -199059.171875 Penalty: 771.728149
	Iteration 21Q: 3 clusters Score -199059.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -199059.937500 Penalty: 771.728149
	Iteration 22Q: 3 clusters Score -199059.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -199060.046875 Penalty: 771.728149
	Iteration 23Q: 3 clusters Score -199060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -199060.640625 Penalty: 771.728149
	Iteration 24Q: 3 clusters Score -199060.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -199061.625000 Penalty: 771.728149
	Iteration 25Q: 3 clusters Score -199061.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -199063.359375 Penalty: 771.728149
	Iteration 26Q: 3 clusters Score -199063.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -199063.203125 Penalty: 771.728149
	Iteration 27Q: 3 clusters Score -199063.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -199063.640625 Penalty: 771.728149
	Iteration 28Q: 3 clusters Score -199063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -199064.078125 Penalty: 771.728149
	Iteration 29Q: 3 clusters Score -199064.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -199064.781250 Penalty: 771.728149
	Iteration 30Q: 3 clusters Score -199064.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -199064.468750 Penalty: 771.728149
	Iteration 31Q: 3 clusters Score -199064.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -199064.906250 Penalty: 771.728149
	Iteration 32Q: 3 clusters Score -199064.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -199065.390625 Penalty: 771.728149
	Iteration 33Q: 3 clusters Score -199065.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -199065.937500 Penalty: 771.728149
	Iteration 34Q: 3 clusters Score -199065.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -199066.218750 Penalty: 771.728149
	Iteration 35Q: 3 clusters Score -199066.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -199066.296875 Penalty: 771.728149
	Iteration 36Q: 3 clusters Score -199066.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -199067.062500 Penalty: 771.728149
	Iteration 37Q: 3 clusters Score -199067.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -199067.015625 Penalty: 771.728149
	Iteration 38Q: 3 clusters Score -199067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -199066.890625 Penalty: 771.728149
	Iteration 39Q: 3 clusters Score -199066.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -199066.812500 Penalty: 771.728149
	Iteration 40F: 3 clusters Score -199066.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Entering Unmasked Estep 
Score: -45400.371094 Penalty: 327.072784
	Iteration 0F: 2 clusters Score -45400.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -44408.031250 Penalty: 654.145569
	Iteration 0F: 3 clusters Score -44408.03 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -44879.515625 Penalty: 654.145569
	Iteration 1F: 3 clusters Score -44879.52 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -45000.078125 Penalty: 654.145569
	Iteration 2F: 3 clusters Score -45000.08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -45061.664062 Penalty: 654.145569
	Iteration 3F: 3 clusters Score -45061.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -45091.933594 Penalty: 654.145569
	Iteration 4Q: 3 clusters Score -45091.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -45108.511719 Penalty: 654.145569
	Iteration 5Q: 3 clusters Score -45108.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -45120.632812 Penalty: 654.145569
	Iteration 6Q: 3 clusters Score -45120.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -45134.160156 Penalty: 654.145569
	Iteration 7Q: 3 clusters Score -45134.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -45147.640625 Penalty: 654.145569
	Iteration 8Q: 3 clusters Score -45147.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -45161.371094 Penalty: 654.145569
	Iteration 9Q: 3 clusters Score -45161.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -45171.410156 Penalty: 654.145569
	Iteration 10Q: 3 clusters Score -45171.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -45191.531250 Penalty: 654.145569
	Iteration 11Q: 3 clusters Score -45191.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -45210.757812 Penalty: 654.145569
	Iteration 12Q: 3 clusters Score -45210.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -45226.875000 Penalty: 654.145569
	Iteration 13Q: 3 clusters Score -45226.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -45246.839844 Penalty: 654.145569
	Iteration 14Q: 3 clusters Score -45246.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -45260.644531 Penalty: 654.145569
	Iteration 15Q: 3 clusters Score -45260.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -45268.820312 Penalty: 654.145569
	Iteration 16Q: 3 clusters Score -45268.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -45278.027344 Penalty: 654.145569
	Iteration 17Q: 3 clusters Score -45278.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -45284.117188 Penalty: 654.145569
	Iteration 18Q: 3 clusters Score -45284.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -45291.585938 Penalty: 654.145569
	Iteration 19Q: 3 clusters Score -45291.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -45296.042969 Penalty: 654.145569
	Iteration 20F: 3 clusters Score -45296.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -45298.230469 Penalty: 654.145569
	Iteration 21Q: 3 clusters Score -45298.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -45300.000000 Penalty: 654.145569
	Iteration 22Q: 3 clusters Score -45300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -45300.250000 Penalty: 654.145569
	Iteration 23Q: 3 clusters Score -45300.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -45300.351562 Penalty: 654.145569
	Iteration 24Q: 3 clusters Score -45300.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -45300.691406 Penalty: 654.145569
	Iteration 25Q: 3 clusters Score -45300.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -45300.691406 Penalty: 654.145569
	Iteration 26F: 3 clusters Score -45300.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -16318.208984 Penalty: 280.142548
	Iteration 0F: 2 clusters Score -16318.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -15850.257812 Penalty: 560.285095
	Iteration 0F: 3 clusters Score -15850.26 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16051.194336 Penalty: 560.285095
	Iteration 1F: 3 clusters Score -16051.19 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16156.337891 Penalty: 560.285095
	Iteration 2F: 3 clusters Score -16156.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16175.917969 Penalty: 560.285095
	Iteration 3Q: 3 clusters Score -16175.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16180.688477 Penalty: 560.285095
	Iteration 4Q: 3 clusters Score -16180.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16180.688477 Penalty: 560.285095
	Iteration 5F: 3 clusters Score -16180.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Entering Unmasked Estep 
Score: -128803.046875 Penalty: 366.437378
	Iteration 0F: 2 clusters Score -128803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -126588.273438 Penalty: 732.874756
	Iteration 0F: 3 clusters Score -126588.3 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -127383.781250 Penalty: 732.874756
	Iteration 1F: 3 clusters Score -127383.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -127568.695312 Penalty: 732.874756
	Iteration 2F: 3 clusters Score -127568.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -127803.343750 Penalty: 732.874756
	Iteration 3F: 3 clusters Score -127803.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -128025.226562 Penalty: 732.874756
	Iteration 4F: 3 clusters Score -128025.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -128168.203125 Penalty: 732.874756
	Iteration 5F: 3 clusters Score -128168.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -128265.320312 Penalty: 732.874756
	Iteration 6Q: 3 clusters Score -128265.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -128347.085938 Penalty: 732.874756
	Iteration 7Q: 3 clusters Score -128347.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -128400.796875 Penalty: 732.874756
	Iteration 8Q: 3 clusters Score -128400.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -128473.976562 Penalty: 732.874756
	Iteration 9Q: 3 clusters Score -128474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -128514.375000 Penalty: 732.874756
	Iteration 10Q: 3 clusters Score -128514.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -128539.234375 Penalty: 732.874756
	Iteration 11Q: 3 clusters Score -128539.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -128558.773438 Penalty: 732.874756
	Iteration 12Q: 3 clusters Score -128558.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -128570.570312 Penalty: 732.874756
	Iteration 13Q: 3 clusters Score -128570.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -128577.007812 Penalty: 732.874756
	Iteration 14Q: 3 clusters Score -128577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -128583.492188 Penalty: 732.874756
	Iteration 15Q: 3 clusters Score -128583.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -128587.093750 Penalty: 732.874756
	Iteration 16Q: 3 clusters Score -128587.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -128589.328125 Penalty: 732.874756
	Iteration 17Q: 3 clusters Score -128589.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -128593.406250 Penalty: 732.874756
	Iteration 18Q: 3 clusters Score -128593.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -128597.500000 Penalty: 732.874756
	Iteration 19Q: 3 clusters Score -128597.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -128598.875000 Penalty: 732.874756
	Iteration 20F: 3 clusters Score -128598.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -128600.390625 Penalty: 732.874756
	Iteration 21Q: 3 clusters Score -128600.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -128601.851562 Penalty: 732.874756
	Iteration 22Q: 3 clusters Score -128601.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -128603.679688 Penalty: 732.874756
	Iteration 23Q: 3 clusters Score -128603.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -128604.156250 Penalty: 732.874756
	Iteration 24Q: 3 clusters Score -128604.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -128604.343750 Penalty: 732.874756
	Iteration 25Q: 3 clusters Score -128604.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -128604.734375 Penalty: 732.874756
	Iteration 26Q: 3 clusters Score -128604.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -128604.734375 Penalty: 732.874756
	Iteration 27F: 3 clusters Score -128604.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Entering Unmasked Estep 
Score: -236615.328125 Penalty: 395.630341
	Iteration 0F: 2 clusters Score -236615.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -232633.937500 Penalty: 791.260681
	Iteration 0F: 3 clusters Score -232633.9 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -234165.703125 Penalty: 791.260681
	Iteration 1F: 3 clusters Score -234165.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -234437.750000 Penalty: 791.260681
	Iteration 2F: 3 clusters Score -234437.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -234790.359375 Penalty: 791.260681
	Iteration 3F: 3 clusters Score -234790.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -235183.937500 Penalty: 791.260681
	Iteration 4F: 3 clusters Score -235183.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -235434.171875 Penalty: 791.260681
	Iteration 5F: 3 clusters Score -235434.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -235552.375000 Penalty: 791.260681
	Iteration 6Q: 3 clusters Score -235552.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -235601.734375 Penalty: 791.260681
	Iteration 7Q: 3 clusters Score -235601.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -235634.531250 Penalty: 791.260681
	Iteration 8Q: 3 clusters Score -235634.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -235667.328125 Penalty: 791.260681
	Iteration 9Q: 3 clusters Score -235667.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -235693.671875 Penalty: 791.260681
	Iteration 10Q: 3 clusters Score -235693.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -235720.625000 Penalty: 791.260681
	Iteration 11Q: 3 clusters Score -235720.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -235748.390625 Penalty: 791.260681
	Iteration 12Q: 3 clusters Score -235748.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -235775.906250 Penalty: 791.260681
	Iteration 13Q: 3 clusters Score -235775.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -235799.031250 Penalty: 791.260681
	Iteration 14Q: 3 clusters Score -235799 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -235816.531250 Penalty: 791.260681
	Iteration 15Q: 3 clusters Score -235816.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -235836.515625 Penalty: 791.260681
	Iteration 16Q: 3 clusters Score -235836.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -235863.156250 Penalty: 791.260681
	Iteration 17Q: 3 clusters Score -235863.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -235894.093750 Penalty: 791.260681
	Iteration 18Q: 3 clusters Score -235894.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -235931.750000 Penalty: 791.260681
	Iteration 19Q: 3 clusters Score -235931.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -235975.640625 Penalty: 791.260681
	Iteration 20F: 3 clusters Score -235975.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -236033.281250 Penalty: 791.260681
	Iteration 21Q: 3 clusters Score -236033.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -236090.859375 Penalty: 791.260681
	Iteration 22Q: 3 clusters Score -236090.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -236139.968750 Penalty: 791.260681
	Iteration 23Q: 3 clusters Score -236140 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -236184.640625 Penalty: 791.260681
	Iteration 24Q: 3 clusters Score -236184.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -236223.718750 Penalty: 791.260681
	Iteration 25Q: 3 clusters Score -236223.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -236275.156250 Penalty: 791.260681
	Iteration 26Q: 3 clusters Score -236275.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -236316.843750 Penalty: 791.260681
	Iteration 27Q: 3 clusters Score -236316.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -236350.265625 Penalty: 791.260681
	Iteration 28Q: 3 clusters Score -236350.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -236378.109375 Penalty: 791.260681
	Iteration 29Q: 3 clusters Score -236378.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -236413.687500 Penalty: 791.260681
	Iteration 30Q: 3 clusters Score -236413.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -236437.984375 Penalty: 791.260681
	Iteration 31Q: 3 clusters Score -236438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -236450.500000 Penalty: 791.260681
	Iteration 32Q: 3 clusters Score -236450.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -236463.890625 Penalty: 791.260681
	Iteration 33Q: 3 clusters Score -236463.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -236473.406250 Penalty: 791.260681
	Iteration 34Q: 3 clusters Score -236473.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -236481.390625 Penalty: 791.260681
	Iteration 35Q: 3 clusters Score -236481.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -236491.187500 Penalty: 791.260681
	Iteration 36Q: 3 clusters Score -236491.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -236496.671875 Penalty: 791.260681
	Iteration 37Q: 3 clusters Score -236496.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -236500.500000 Penalty: 791.260681
	Iteration 38Q: 3 clusters Score -236500.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -236504.421875 Penalty: 791.260681
	Iteration 39Q: 3 clusters Score -236504.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -236509.015625 Penalty: 791.260681
	Iteration 40F: 3 clusters Score -236509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -236513.671875 Penalty: 791.260681
	Iteration 41Q: 3 clusters Score -236513.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -236514.890625 Penalty: 791.260681
	Iteration 42Q: 3 clusters Score -236514.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -236516.437500 Penalty: 791.260681
	Iteration 43Q: 3 clusters Score -236516.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -236517.562500 Penalty: 791.260681
	Iteration 44Q: 3 clusters Score -236517.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -236517.765625 Penalty: 791.260681
	Iteration 45Q: 3 clusters Score -236517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -236517.765625 Penalty: 791.260681
	Iteration 46F: 3 clusters Score -236517.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Entering Unmasked Estep 
Score: -252816.250000 Penalty: 399.139679
	Iteration 0F: 2 clusters Score -252816.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -248521.625000 Penalty: 798.279358
	Iteration 0F: 3 clusters Score -248521.6 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -250265.750000 Penalty: 798.279358
	Iteration 1F: 3 clusters Score -250265.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -250542.625000 Penalty: 798.279358
	Iteration 2F: 3 clusters Score -250542.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -250854.625000 Penalty: 798.279358
	Iteration 3F: 3 clusters Score -250854.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -251201.281250 Penalty: 798.279358
	Iteration 4F: 3 clusters Score -251201.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -251540.187500 Penalty: 798.279358
	Iteration 5F: 3 clusters Score -251540.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -251784.812500 Penalty: 798.279358
	Iteration 6Q: 3 clusters Score -251784.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -251972.906250 Penalty: 798.279358
	Iteration 7Q: 3 clusters Score -251972.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -252093.687500 Penalty: 798.279358
	Iteration 8Q: 3 clusters Score -252093.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -252167.671875 Penalty: 798.279358
	Iteration 9Q: 3 clusters Score -252167.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -252227.937500 Penalty: 798.279358
	Iteration 10Q: 3 clusters Score -252227.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -252270.812500 Penalty: 798.279358
	Iteration 11Q: 3 clusters Score -252270.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -252302.250000 Penalty: 798.279358
	Iteration 12Q: 3 clusters Score -252302.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -252332.515625 Penalty: 798.279358
	Iteration 13Q: 3 clusters Score -252332.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -252346.375000 Penalty: 798.279358
	Iteration 14Q: 3 clusters Score -252346.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -252359.812500 Penalty: 798.279358
	Iteration 15Q: 3 clusters Score -252359.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -252369.796875 Penalty: 798.279358
	Iteration 16Q: 3 clusters Score -252369.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -252376.828125 Penalty: 798.279358
	Iteration 17Q: 3 clusters Score -252376.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -252391.656250 Penalty: 798.279358
	Iteration 18Q: 3 clusters Score -252391.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -252407.906250 Penalty: 798.279358
	Iteration 19Q: 3 clusters Score -252407.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -252422.500000 Penalty: 798.279358
	Iteration 20F: 3 clusters Score -252422.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -252433.640625 Penalty: 798.279358
	Iteration 21Q: 3 clusters Score -252433.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -252445.343750 Penalty: 798.279358
	Iteration 22Q: 3 clusters Score -252445.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -252455.625000 Penalty: 798.279358
	Iteration 23Q: 3 clusters Score -252455.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -252462.750000 Penalty: 798.279358
	Iteration 24Q: 3 clusters Score -252462.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -252471.640625 Penalty: 798.279358
	Iteration 25Q: 3 clusters Score -252471.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -252479.187500 Penalty: 798.279358
	Iteration 26Q: 3 clusters Score -252479.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -252483.984375 Penalty: 798.279358
	Iteration 27Q: 3 clusters Score -252484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -252487.562500 Penalty: 798.279358
	Iteration 28Q: 3 clusters Score -252487.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -252491.796875 Penalty: 798.279358
	Iteration 29Q: 3 clusters Score -252491.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -252496.328125 Penalty: 798.279358
	Iteration 30Q: 3 clusters Score -252496.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -252498.265625 Penalty: 798.279358
	Iteration 31Q: 3 clusters Score -252498.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -252501.312500 Penalty: 798.279358
	Iteration 32Q: 3 clusters Score -252501.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -252502.750000 Penalty: 798.279358
	Iteration 33Q: 3 clusters Score -252502.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -252506.171875 Penalty: 798.279358
	Iteration 34Q: 3 clusters Score -252506.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -252507.406250 Penalty: 798.279358
	Iteration 35Q: 3 clusters Score -252507.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -252507.718750 Penalty: 798.279358
	Iteration 36Q: 3 clusters Score -252507.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -252508.750000 Penalty: 798.279358
	Iteration 37Q: 3 clusters Score -252508.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -252508.250000 Penalty: 798.279358
	Iteration 38Q: 3 clusters Score -252508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -252508.250000 Penalty: 798.279358
	Iteration 39F: 3 clusters Score -252508.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -18264.144531 Penalty: 286.685760
	Iteration 0F: 2 clusters Score -18264.14 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 281 members 
Entering Unmasked Estep 
Score: -17736.015625 Penalty: 573.371521
	Iteration 0F: 3 clusters Score -17736.02 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -17903.921875 Penalty: 573.371521
	Iteration 1F: 3 clusters Score -17903.92 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -17956.669922 Penalty: 573.371521
	Iteration 2F: 3 clusters Score -17956.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -17980.529297 Penalty: 573.371521
	Iteration 3Q: 3 clusters Score -17980.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -17997.664062 Penalty: 573.371521
	Iteration 4Q: 3 clusters Score -17997.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -18012.386719 Penalty: 573.371521
	Iteration 5Q: 3 clusters Score -18012.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -18030.095703 Penalty: 573.371521
	Iteration 6Q: 3 clusters Score -18030.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -18040.857422 Penalty: 573.371521
	Iteration 7Q: 3 clusters Score -18040.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -18045.523438 Penalty: 573.371521
	Iteration 8Q: 3 clusters Score -18045.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -18048.074219 Penalty: 573.371521
	Iteration 9Q: 3 clusters Score -18048.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -18053.031250 Penalty: 573.371521
	Iteration 10Q: 3 clusters Score -18053.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -18055.482422 Penalty: 573.371521
	Iteration 11Q: 3 clusters Score -18055.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -18057.830078 Penalty: 573.371521
	Iteration 12Q: 3 clusters Score -18057.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -18061.798828 Penalty: 573.371521
	Iteration 13Q: 3 clusters Score -18061.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -18065.144531 Penalty: 573.371521
	Iteration 14Q: 3 clusters Score -18065.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -18067.431641 Penalty: 573.371521
	Iteration 15Q: 3 clusters Score -18067.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -18068.023438 Penalty: 573.371521
	Iteration 16Q: 3 clusters Score -18068.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -18068.023438 Penalty: 573.371521
	Iteration 17F: 3 clusters Score -18068.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Entering Unmasked Estep 
Score: -1087538.125000 Penalty: 463.647583
	Iteration 0F: 2 clusters Score -1087538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1069751.500000 Penalty: 927.295166
	Iteration 0F: 3 clusters Score -1069752 nChanged 12819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1077808.625000 Penalty: 927.295166
	Iteration 1F: 3 clusters Score -1077809 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1078767.000000 Penalty: 927.295166
	Iteration 2F: 3 clusters Score -1078767 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1080014.125000 Penalty: 927.295166
	Iteration 3F: 3 clusters Score -1080014 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1081546.125000 Penalty: 927.295166
	Iteration 4F: 3 clusters Score -1081546 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1082937.500000 Penalty: 927.295166
	Iteration 5F: 3 clusters Score -1082938 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1083974.000000 Penalty: 927.295166
	Iteration 6F: 3 clusters Score -1083974 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1084519.875000 Penalty: 927.295166
	Iteration 7Q: 3 clusters Score -1084520 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1084797.750000 Penalty: 927.295166
	Iteration 8Q: 3 clusters Score -1084798 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1085020.375000 Penalty: 927.295166
	Iteration 9Q: 3 clusters Score -1085020 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1085189.250000 Penalty: 927.295166
	Iteration 10Q: 3 clusters Score -1085189 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1085300.375000 Penalty: 927.295166
	Iteration 11Q: 3 clusters Score -1085300 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1085401.750000 Penalty: 927.295166
	Iteration 12Q: 3 clusters Score -1085402 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1085494.250000 Penalty: 927.295166
	Iteration 13Q: 3 clusters Score -1085494 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1085588.500000 Penalty: 927.295166
	Iteration 14Q: 3 clusters Score -1085588 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1085673.875000 Penalty: 927.295166
	Iteration 15Q: 3 clusters Score -1085674 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1085772.625000 Penalty: 927.295166
	Iteration 16Q: 3 clusters Score -1085773 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1085888.250000 Penalty: 927.295166
	Iteration 17Q: 3 clusters Score -1085888 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1086018.250000 Penalty: 927.295166
	Iteration 18Q: 3 clusters Score -1086018 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1086127.375000 Penalty: 927.295166
	Iteration 19Q: 3 clusters Score -1086127 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1086239.000000 Penalty: 927.295166
	Iteration 20F: 3 clusters Score -1086239 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1086336.250000 Penalty: 927.295166
	Iteration 21Q: 3 clusters Score -1086336 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1086428.875000 Penalty: 927.295166
	Iteration 22Q: 3 clusters Score -1086429 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1086523.375000 Penalty: 927.295166
	Iteration 23Q: 3 clusters Score -1086523 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1086610.375000 Penalty: 927.295166
	Iteration 24Q: 3 clusters Score -1086610 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1086688.375000 Penalty: 927.295166
	Iteration 25Q: 3 clusters Score -1086688 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1086774.750000 Penalty: 927.295166
	Iteration 26Q: 3 clusters Score -1086775 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1086852.125000 Penalty: 927.295166
	Iteration 27Q: 3 clusters Score -1086852 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1086907.875000 Penalty: 927.295166
	Iteration 28Q: 3 clusters Score -1086908 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1086956.500000 Penalty: 927.295166
	Iteration 29Q: 3 clusters Score -1086956 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1086999.250000 Penalty: 927.295166
	Iteration 30Q: 3 clusters Score -1086999 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1087045.250000 Penalty: 927.295166
	Iteration 31Q: 3 clusters Score -1087045 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1087070.500000 Penalty: 927.295166
	Iteration 32Q: 3 clusters Score -1087070 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1087092.625000 Penalty: 927.295166
	Iteration 33Q: 3 clusters Score -1087093 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1087126.875000 Penalty: 927.295166
	Iteration 34Q: 3 clusters Score -1087127 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1087151.125000 Penalty: 927.295166
	Iteration 35Q: 3 clusters Score -1087151 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1087171.375000 Penalty: 927.295166
	Iteration 36Q: 3 clusters Score -1087171 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1087189.125000 Penalty: 927.295166
	Iteration 37Q: 3 clusters Score -1087189 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1087197.000000 Penalty: 927.295166
	Iteration 38Q: 3 clusters Score -1087197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1087201.000000 Penalty: 927.295166
	Iteration 39Q: 3 clusters Score -1087201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1087206.875000 Penalty: 927.295166
	Iteration 40F: 3 clusters Score -1087207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1087209.625000 Penalty: 927.295166
	Iteration 41Q: 3 clusters Score -1087210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1087213.125000 Penalty: 927.295166
	Iteration 42Q: 3 clusters Score -1087213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1087216.375000 Penalty: 927.295166
	Iteration 43Q: 3 clusters Score -1087216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1087225.875000 Penalty: 927.295166
	Iteration 44Q: 3 clusters Score -1087226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1087233.250000 Penalty: 927.295166
	Iteration 45Q: 3 clusters Score -1087233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1087233.875000 Penalty: 927.295166
	Iteration 46Q: 3 clusters Score -1087234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1087238.875000 Penalty: 927.295166
	Iteration 47Q: 3 clusters Score -1087239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1087236.500000 Penalty: 927.295166
	Iteration 48Q: 3 clusters Score -1087236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1087237.125000 Penalty: 927.295166
	Iteration 49Q: 3 clusters Score -1087237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1087237.500000 Penalty: 927.295166
	Iteration 50Q: 3 clusters Score -1087238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1087238.875000 Penalty: 927.295166
	Iteration 51Q: 3 clusters Score -1087239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1087239.500000 Penalty: 927.295166
	Iteration 52Q: 3 clusters Score -1087240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1087241.000000 Penalty: 927.295166
	Iteration 53Q: 3 clusters Score -1087241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1087241.375000 Penalty: 927.295166
	Iteration 54Q: 3 clusters Score -1087241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1087242.375000 Penalty: 927.295166
	Iteration 55Q: 3 clusters Score -1087242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1087242.375000 Penalty: 927.295166
	Iteration 56F: 3 clusters Score -1087242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -10215.916016 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -10215.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9867.348633 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -9867.349 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9944.588867 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -9944.589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9956.513672 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -9956.514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9959.413086 Penalty: 514.695251
	Iteration 3Q: 3 clusters Score -9959.413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9960.919922 Penalty: 514.695251
	Iteration 4Q: 3 clusters Score -9960.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9961.404297 Penalty: 514.695251
	Iteration 5Q: 3 clusters Score -9961.404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9962.054688 Penalty: 514.695251
	Iteration 6Q: 3 clusters Score -9962.055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9963.142578 Penalty: 514.695251
	Iteration 7Q: 3 clusters Score -9963.143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9963.566406 Penalty: 514.695251
	Iteration 8Q: 3 clusters Score -9963.566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9963.961914 Penalty: 514.695251
	Iteration 9Q: 3 clusters Score -9963.962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9963.961914 Penalty: 514.695251
	Iteration 10F: 3 clusters Score -9963.962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Entering Unmasked Estep 
Score: -138959.875000 Penalty: 372.509460
	Iteration 0F: 2 clusters Score -138959.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -136524.750000 Penalty: 745.018921
	Iteration 0F: 3 clusters Score -136524.8 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -137501.218750 Penalty: 745.018921
	Iteration 1F: 3 clusters Score -137501.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -137657.328125 Penalty: 745.018921
	Iteration 2F: 3 clusters Score -137657.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -137788.187500 Penalty: 745.018921
	Iteration 3F: 3 clusters Score -137788.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -137940.250000 Penalty: 745.018921
	Iteration 4F: 3 clusters Score -137940.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -138056.953125 Penalty: 745.018921
	Iteration 5F: 3 clusters Score -138057 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -138155.171875 Penalty: 745.018921
	Iteration 6Q: 3 clusters Score -138155.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -138265.468750 Penalty: 745.018921
	Iteration 7Q: 3 clusters Score -138265.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -138357.031250 Penalty: 745.018921
	Iteration 8Q: 3 clusters Score -138357 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -138434.843750 Penalty: 745.018921
	Iteration 9Q: 3 clusters Score -138434.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -138504.062500 Penalty: 745.018921
	Iteration 10Q: 3 clusters Score -138504.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -138548.156250 Penalty: 745.018921
	Iteration 11Q: 3 clusters Score -138548.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -138589.718750 Penalty: 745.018921
	Iteration 12Q: 3 clusters Score -138589.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -138610.187500 Penalty: 745.018921
	Iteration 13Q: 3 clusters Score -138610.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -138619.328125 Penalty: 745.018921
	Iteration 14Q: 3 clusters Score -138619.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -138627.562500 Penalty: 745.018921
	Iteration 15Q: 3 clusters Score -138627.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -138636.703125 Penalty: 745.018921
	Iteration 16Q: 3 clusters Score -138636.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -138647.875000 Penalty: 745.018921
	Iteration 17Q: 3 clusters Score -138647.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -138652.593750 Penalty: 745.018921
	Iteration 18Q: 3 clusters Score -138652.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -138660.578125 Penalty: 745.018921
	Iteration 19Q: 3 clusters Score -138660.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -138663.984375 Penalty: 745.018921
	Iteration 20F: 3 clusters Score -138664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -138668.406250 Penalty: 745.018921
	Iteration 21Q: 3 clusters Score -138668.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -138673.015625 Penalty: 745.018921
	Iteration 22Q: 3 clusters Score -138673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -138674.468750 Penalty: 745.018921
	Iteration 23Q: 3 clusters Score -138674.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -138675.125000 Penalty: 745.018921
	Iteration 24Q: 3 clusters Score -138675.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -138675.125000 Penalty: 745.018921
	Iteration 25F: 3 clusters Score -138675.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Entering Unmasked Estep 
Score: -133427.843750 Penalty: 369.160889
	Iteration 0F: 2 clusters Score -133427.8 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 1738 members 
Entering Unmasked Estep 
Score: -131115.437500 Penalty: 738.321777
	Iteration 0F: 3 clusters Score -131115.4 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -132100.390625 Penalty: 738.321777
	Iteration 1F: 3 clusters Score -132100.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -132307.171875 Penalty: 738.321777
	Iteration 2F: 3 clusters Score -132307.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -132475.937500 Penalty: 738.321777
	Iteration 3F: 3 clusters Score -132475.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -132603.062500 Penalty: 738.321777
	Iteration 4F: 3 clusters Score -132603.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -132678.375000 Penalty: 738.321777
	Iteration 5Q: 3 clusters Score -132678.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -132737.968750 Penalty: 738.321777
	Iteration 6Q: 3 clusters Score -132738 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -132792.968750 Penalty: 738.321777
	Iteration 7Q: 3 clusters Score -132793 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -132842.296875 Penalty: 738.321777
	Iteration 8Q: 3 clusters Score -132842.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -132873.281250 Penalty: 738.321777
	Iteration 9Q: 3 clusters Score -132873.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -132892.703125 Penalty: 738.321777
	Iteration 10Q: 3 clusters Score -132892.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -132904.250000 Penalty: 738.321777
	Iteration 11Q: 3 clusters Score -132904.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -132909.765625 Penalty: 738.321777
	Iteration 12Q: 3 clusters Score -132909.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -132913.015625 Penalty: 738.321777
	Iteration 13Q: 3 clusters Score -132913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -132915.781250 Penalty: 738.321777
	Iteration 14Q: 3 clusters Score -132915.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -132917.734375 Penalty: 738.321777
	Iteration 15Q: 3 clusters Score -132917.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -132919.187500 Penalty: 738.321777
	Iteration 16Q: 3 clusters Score -132919.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -132920.937500 Penalty: 738.321777
	Iteration 17Q: 3 clusters Score -132920.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -132921.828125 Penalty: 738.321777
	Iteration 18Q: 3 clusters Score -132921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -132921.968750 Penalty: 738.321777
	Iteration 19Q: 3 clusters Score -132922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -132922.312500 Penalty: 738.321777
	Iteration 20F: 3 clusters Score -132922.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -132922.843750 Penalty: 738.321777
	Iteration 21Q: 3 clusters Score -132922.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -132923.296875 Penalty: 738.321777
	Iteration 22Q: 3 clusters Score -132923.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -132924.218750 Penalty: 738.321777
	Iteration 23Q: 3 clusters Score -132924.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -132925.593750 Penalty: 738.321777
	Iteration 24Q: 3 clusters Score -132925.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -132926.859375 Penalty: 738.321777
	Iteration 25Q: 3 clusters Score -132926.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -132928.812500 Penalty: 738.321777
	Iteration 26Q: 3 clusters Score -132928.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -132929.921875 Penalty: 738.321777
	Iteration 27Q: 3 clusters Score -132929.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -132931.453125 Penalty: 738.321777
	Iteration 28Q: 3 clusters Score -132931.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -132932.093750 Penalty: 738.321777
	Iteration 29Q: 3 clusters Score -132932.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -132932.609375 Penalty: 738.321777
	Iteration 30Q: 3 clusters Score -132932.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -132932.875000 Penalty: 738.321777
	Iteration 31Q: 3 clusters Score -132932.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -132933.078125 Penalty: 738.321777
	Iteration 32Q: 3 clusters Score -132933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -132933.312500 Penalty: 738.321777
	Iteration 33Q: 3 clusters Score -132933.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -132933.375000 Penalty: 738.321777
	Iteration 34Q: 3 clusters Score -132933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -132934.000000 Penalty: 738.321777
	Iteration 35Q: 3 clusters Score -132934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -132934.406250 Penalty: 738.321777
	Iteration 36Q: 3 clusters Score -132934.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -132934.453125 Penalty: 738.321777
	Iteration 37Q: 3 clusters Score -132934.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -132935.640625 Penalty: 738.321777
	Iteration 38Q: 3 clusters Score -132935.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -132936.265625 Penalty: 738.321777
	Iteration 39Q: 3 clusters Score -132936.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -132936.375000 Penalty: 738.321777
	Iteration 40F: 3 clusters Score -132936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -132936.546875 Penalty: 738.321777
	Iteration 41Q: 3 clusters Score -132936.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -132936.609375 Penalty: 738.321777
	Iteration 42Q: 3 clusters Score -132936.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -132936.890625 Penalty: 738.321777
	Iteration 43Q: 3 clusters Score -132936.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -132937.234375 Penalty: 738.321777
	Iteration 44Q: 3 clusters Score -132937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -132937.562500 Penalty: 738.321777
	Iteration 45Q: 3 clusters Score -132937.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -132937.531250 Penalty: 738.321777
	Iteration 46Q: 3 clusters Score -132937.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -132937.531250 Penalty: 738.321777
	Iteration 47F: 3 clusters Score -132937.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (283968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283968 members 
Entering Unmasked Estep 
Score: -11798863.000000 Penalty: 571.326050
	Iteration 0F: 2 clusters Score -1.179886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142493 members 
Mstep: Class 2 contains 141475 members 
Entering Unmasked Estep 
Score: -11605606.000000 Penalty: 1142.652100
	Iteration 0F: 3 clusters Score -1.160561e+07 nChanged 140035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187140 members 
Mstep: Class 2 contains 96828 members 
Entering Unmasked Estep 
Score: -11707782.000000 Penalty: 1142.652100
	Iteration 1F: 3 clusters Score -1.170778e+07 nChanged 21736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206850 members 
Mstep: Class 2 contains 77118 members 
Entering Unmasked Estep 
Score: -11723525.000000 Penalty: 1142.652100
	Iteration 2F: 3 clusters Score -1.172352e+07 nChanged 23460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229184 members 
Mstep: Class 2 contains 54784 members 
Entering Unmasked Estep 
Score: -11744222.000000 Penalty: 1142.652100
	Iteration 3F: 3 clusters Score -1.174422e+07 nChanged 22027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250815 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -11765923.000000 Penalty: 1142.652100
	Iteration 4F: 3 clusters Score -1.176592e+07 nChanged 16906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267643 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -11783281.000000 Penalty: 1142.652100
	Iteration 5F: 3 clusters Score -1.178328e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277324 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -11792733.000000 Penalty: 1142.652100
	Iteration 6Q: 3 clusters Score -1.179273e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281517 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -11796442.000000 Penalty: 1142.652100
	Iteration 7Q: 3 clusters Score -1.179644e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283004 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -11797722.000000 Penalty: 1142.652100
	Iteration 8Q: 3 clusters Score -1.179772e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283498 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -11798087.000000 Penalty: 1142.652100
	Iteration 9Q: 3 clusters Score -1.179809e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283662 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -11798207.000000 Penalty: 1142.652100
	Iteration 10Q: 3 clusters Score -1.179821e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283711 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -11798277.000000 Penalty: 1142.652100
	Iteration 11Q: 3 clusters Score -1.179828e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283728 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -11798332.000000 Penalty: 1142.652100
	Iteration 12Q: 3 clusters Score -1.179833e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283732 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -11798367.000000 Penalty: 1142.652100
	Iteration 13Q: 3 clusters Score -1.179837e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283727 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11798383.000000 Penalty: 1142.652100
	Iteration 14Q: 3 clusters Score -1.179838e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283714 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -11798394.000000 Penalty: 1142.652100
	Iteration 15Q: 3 clusters Score -1.179839e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283702 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -11798445.000000 Penalty: 1142.652100
	Iteration 16Q: 3 clusters Score -1.179844e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283687 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -11798458.000000 Penalty: 1142.652100
	Iteration 17Q: 3 clusters Score -1.179846e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283681 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -11798465.000000 Penalty: 1142.652100
	Iteration 18Q: 3 clusters Score -1.179846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283677 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -11798468.000000 Penalty: 1142.652100
	Iteration 19Q: 3 clusters Score -1.179847e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283672 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -11798485.000000 Penalty: 1142.652100
	Iteration 20F: 3 clusters Score -1.179848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283666 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -11798491.000000 Penalty: 1142.652100
	Iteration 21Q: 3 clusters Score -1.179849e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283664 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -11798488.000000 Penalty: 1142.652100
	Iteration 22Q: 3 clusters Score -1.179849e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283664 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -11798493.000000 Penalty: 1142.652100
	Iteration 23Q: 3 clusters Score -1.179849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283666 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -11798490.000000 Penalty: 1142.652100
	Iteration 24Q: 3 clusters Score -1.179849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283665 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -11798499.000000 Penalty: 1142.652100
	Iteration 25Q: 3 clusters Score -1.17985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283664 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -11798510.000000 Penalty: 1142.652100
	Iteration 26Q: 3 clusters Score -1.179851e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283651 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -11798538.000000 Penalty: 1142.652100
	Iteration 27Q: 3 clusters Score -1.179854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283644 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -11798530.000000 Penalty: 1142.652100
	Iteration 28Q: 3 clusters Score -1.179853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283641 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -11798533.000000 Penalty: 1142.652100
	Iteration 29Q: 3 clusters Score -1.179853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283640 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -11798531.000000 Penalty: 1142.652100
	Iteration 30Q: 3 clusters Score -1.179853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283640 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -11798531.000000 Penalty: 1142.652100
	Iteration 31F: 3 clusters Score -1.179853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -84934.398438 Penalty: 348.535187
	Iteration 0F: 2 clusters Score -84934.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -83414.078125 Penalty: 697.070374
	Iteration 0F: 3 clusters Score -83414.08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -84005.304688 Penalty: 697.070374
	Iteration 1F: 3 clusters Score -84005.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -84119.726562 Penalty: 697.070374
	Iteration 2F: 3 clusters Score -84119.73 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -84210.632812 Penalty: 697.070374
	Iteration 3F: 3 clusters Score -84210.63 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -84296.109375 Penalty: 697.070374
	Iteration 4F: 3 clusters Score -84296.11 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -84367.656250 Penalty: 697.070374
	Iteration 5Q: 3 clusters Score -84367.66 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -84433.914062 Penalty: 697.070374
	Iteration 6Q: 3 clusters Score -84433.91 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -84494.437500 Penalty: 697.070374
	Iteration 7Q: 3 clusters Score -84494.44 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -84546.085938 Penalty: 697.070374
	Iteration 8Q: 3 clusters Score -84546.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -84577.437500 Penalty: 697.070374
	Iteration 9Q: 3 clusters Score -84577.44 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -84606.609375 Penalty: 697.070374
	Iteration 10Q: 3 clusters Score -84606.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -84629.445312 Penalty: 697.070374
	Iteration 11Q: 3 clusters Score -84629.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -84638.250000 Penalty: 697.070374
	Iteration 12Q: 3 clusters Score -84638.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -84644.375000 Penalty: 697.070374
	Iteration 13Q: 3 clusters Score -84644.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -84646.703125 Penalty: 697.070374
	Iteration 14Q: 3 clusters Score -84646.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -84647.156250 Penalty: 697.070374
	Iteration 15Q: 3 clusters Score -84647.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -84651.414062 Penalty: 697.070374
	Iteration 16Q: 3 clusters Score -84651.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -84654.796875 Penalty: 697.070374
	Iteration 17Q: 3 clusters Score -84654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -84656.281250 Penalty: 697.070374
	Iteration 18Q: 3 clusters Score -84656.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -84657.078125 Penalty: 697.070374
	Iteration 19Q: 3 clusters Score -84657.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -84657.867188 Penalty: 697.070374
	Iteration 20F: 3 clusters Score -84657.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Entering Unmasked Estep 
Score: -2306003.500000 Penalty: 498.353394
	Iteration 0F: 2 clusters Score -2306004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -2267776.500000 Penalty: 996.706787
	Iteration 0F: 3 clusters Score -2267776 nChanged 27617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -2285979.750000 Penalty: 996.706787
	Iteration 1F: 3 clusters Score -2285980 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -2287937.000000 Penalty: 996.706787
	Iteration 2F: 3 clusters Score -2287937 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -2289923.500000 Penalty: 996.706787
	Iteration 3F: 3 clusters Score -2289924 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -2291728.000000 Penalty: 996.706787
	Iteration 4F: 3 clusters Score -2291728 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -2293190.250000 Penalty: 996.706787
	Iteration 5F: 3 clusters Score -2293190 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2294508.500000 Penalty: 996.706787
	Iteration 6Q: 3 clusters Score -2294508 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2295847.500000 Penalty: 996.706787
	Iteration 7Q: 3 clusters Score -2295848 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2297205.750000 Penalty: 996.706787
	Iteration 8Q: 3 clusters Score -2297206 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2298259.750000 Penalty: 996.706787
	Iteration 9Q: 3 clusters Score -2298260 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2298975.750000 Penalty: 996.706787
	Iteration 10Q: 3 clusters Score -2298976 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2299453.500000 Penalty: 996.706787
	Iteration 11Q: 3 clusters Score -2299454 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2299927.000000 Penalty: 996.706787
	Iteration 12Q: 3 clusters Score -2299927 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2300350.500000 Penalty: 996.706787
	Iteration 13Q: 3 clusters Score -2300350 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2300805.250000 Penalty: 996.706787
	Iteration 14Q: 3 clusters Score -2300805 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2301329.500000 Penalty: 996.706787
	Iteration 15Q: 3 clusters Score -2301330 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2301868.000000 Penalty: 996.706787
	Iteration 16Q: 3 clusters Score -2301868 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2302462.500000 Penalty: 996.706787
	Iteration 17Q: 3 clusters Score -2302462 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2303038.750000 Penalty: 996.706787
	Iteration 18Q: 3 clusters Score -2303039 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2303595.750000 Penalty: 996.706787
	Iteration 19Q: 3 clusters Score -2303596 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2304093.750000 Penalty: 996.706787
	Iteration 20F: 3 clusters Score -2304094 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2304525.000000 Penalty: 996.706787
	Iteration 21Q: 3 clusters Score -2304525 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2304851.750000 Penalty: 996.706787
	Iteration 22Q: 3 clusters Score -2304852 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2305062.500000 Penalty: 996.706787
	Iteration 23Q: 3 clusters Score -2305062 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2305220.500000 Penalty: 996.706787
	Iteration 24Q: 3 clusters Score -2305220 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2305379.750000 Penalty: 996.706787
	Iteration 25Q: 3 clusters Score -2305380 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2305491.000000 Penalty: 996.706787
	Iteration 26Q: 3 clusters Score -2305491 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2305570.500000 Penalty: 996.706787
	Iteration 27Q: 3 clusters Score -2305570 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2305626.000000 Penalty: 996.706787
	Iteration 28Q: 3 clusters Score -2305626 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56054 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2305663.000000 Penalty: 996.706787
	Iteration 29Q: 3 clusters Score -2305663 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2305687.500000 Penalty: 996.706787
	Iteration 30Q: 3 clusters Score -2305688 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2305696.250000 Penalty: 996.706787
	Iteration 31Q: 3 clusters Score -2305696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2305705.500000 Penalty: 996.706787
	Iteration 32Q: 3 clusters Score -2305706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2305718.500000 Penalty: 996.706787
	Iteration 33Q: 3 clusters Score -2305718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2305725.000000 Penalty: 996.706787
	Iteration 34Q: 3 clusters Score -2305725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2305739.250000 Penalty: 996.706787
	Iteration 35Q: 3 clusters Score -2305739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2305744.750000 Penalty: 996.706787
	Iteration 36Q: 3 clusters Score -2305745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2305747.750000 Penalty: 996.706787
	Iteration 37Q: 3 clusters Score -2305748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2305751.000000 Penalty: 996.706787
	Iteration 38Q: 3 clusters Score -2305751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2305757.000000 Penalty: 996.706787
	Iteration 39Q: 3 clusters Score -2305757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56481 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2305762.500000 Penalty: 996.706787
	Iteration 40F: 3 clusters Score -2305762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2305764.250000 Penalty: 996.706787
	Iteration 41Q: 3 clusters Score -2305764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2305764.000000 Penalty: 996.706787
	Iteration 42Q: 3 clusters Score -2305764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56525 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2305767.000000 Penalty: 996.706787
	Iteration 43Q: 3 clusters Score -2305767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56530 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2305772.750000 Penalty: 996.706787
	Iteration 44Q: 3 clusters Score -2305773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56536 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2305773.250000 Penalty: 996.706787
	Iteration 45Q: 3 clusters Score -2305773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56544 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2305770.750000 Penalty: 996.706787
	Iteration 46Q: 3 clusters Score -2305771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56551 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2305773.250000 Penalty: 996.706787
	Iteration 47Q: 3 clusters Score -2305773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56555 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2305775.500000 Penalty: 996.706787
	Iteration 48Q: 3 clusters Score -2305776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56557 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2305774.750000 Penalty: 996.706787
	Iteration 49Q: 3 clusters Score -2305775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2305775.250000 Penalty: 996.706787
	Iteration 50Q: 3 clusters Score -2305775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2305776.250000 Penalty: 996.706787
	Iteration 51Q: 3 clusters Score -2305776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2305776.250000 Penalty: 996.706787
	Iteration 52Q: 3 clusters Score -2305776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2305778.250000 Penalty: 996.706787
	Iteration 53Q: 3 clusters Score -2305778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2305779.500000 Penalty: 996.706787
	Iteration 54Q: 3 clusters Score -2305780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2305780.250000 Penalty: 996.706787
	Iteration 55Q: 3 clusters Score -2305780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2305779.250000 Penalty: 996.706787
	Iteration 56Q: 3 clusters Score -2305779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2305782.000000 Penalty: 996.706787
	Iteration 57Q: 3 clusters Score -2305782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2305781.750000 Penalty: 996.706787
	Iteration 58Q: 3 clusters Score -2305782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56592 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2305782.500000 Penalty: 996.706787
	Iteration 59Q: 3 clusters Score -2305782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2305783.250000 Penalty: 996.706787
	Iteration 60F: 3 clusters Score -2305783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2305782.000000 Penalty: 996.706787
	Iteration 61Q: 3 clusters Score -2305782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2305780.750000 Penalty: 996.706787
	Iteration 62Q: 3 clusters Score -2305781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56598 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2305783.750000 Penalty: 996.706787
	Iteration 63Q: 3 clusters Score -2305784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56600 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2305786.500000 Penalty: 996.706787
	Iteration 64Q: 3 clusters Score -2305786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2305786.250000 Penalty: 996.706787
	Iteration 65Q: 3 clusters Score -2305786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2305786.250000 Penalty: 996.706787
	Iteration 66F: 3 clusters Score -2305786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -21362.357422 Penalty: 287.921112
	Iteration 0F: 2 clusters Score -21362.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -20826.363281 Penalty: 575.842224
	Iteration 0F: 3 clusters Score -20826.36 nChanged 204
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: -20957.474609 Penalty: 575.842224
	Iteration 1F: 3 clusters Score -20957.47 nChanged 37
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: -20988.246094 Penalty: 575.842224
	Iteration 2F: 3 clusters Score -20988.25 nChanged 26
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: -21008.277344 Penalty: 575.842224
	Iteration 3Q: 3 clusters Score -21008.28 nChanged 15
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: -21022.072266 Penalty: 575.842224
	Iteration 4Q: 3 clusters Score -21022.07 nChanged 12
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: -21027.923828 Penalty: 575.842224
	Iteration 5Q: 3 clusters Score -21027.92 nChanged 8
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: -21034.632812 Penalty: 575.842224
	Iteration 6Q: 3 clusters Score -21034.63 nChanged 11
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: -21040.888672 Penalty: 575.842224
	Iteration 7Q: 3 clusters Score -21040.89 nChanged 6
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: -21043.990234 Penalty: 575.842224
	Iteration 8Q: 3 clusters Score -21043.99 nChanged 3
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: -21045.023438 Penalty: 575.842224
	Iteration 9Q: 3 clusters Score -21045.02 nChanged 1
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: -21045.623047 Penalty: 575.842224
	Iteration 10Q: 3 clusters Score -21045.62 nChanged 0
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: -21045.623047 Penalty: 575.842224
	Iteration 11F: 3 clusters Score -21045.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -17014.689453 Penalty: 279.462708
	Iteration 0F: 2 clusters Score -17014.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16537.736328 Penalty: 558.925415
	Iteration 0F: 3 clusters Score -16537.74 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16651.576172 Penalty: 558.925415
	Iteration 1F: 3 clusters Score -16651.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16714.291016 Penalty: 558.925415
	Iteration 2F: 3 clusters Score -16714.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16750.373047 Penalty: 558.925415
	Iteration 3F: 3 clusters Score -16750.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -16774.757812 Penalty: 558.925415
	Iteration 4Q: 3 clusters Score -16774.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16786.927734 Penalty: 558.925415
	Iteration 5Q: 3 clusters Score -16786.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -16792.425781 Penalty: 558.925415
	Iteration 6Q: 3 clusters Score -16792.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16792.626953 Penalty: 558.925415
	Iteration 7Q: 3 clusters Score -16792.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -16792.777344 Penalty: 558.925415
	Iteration 8Q: 3 clusters Score -16792.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -16792.777344 Penalty: 558.925415
	Iteration 9F: 3 clusters Score -16792.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Entering Unmasked Estep 
Score: -253194.359375 Penalty: 398.913483
	Iteration 0F: 2 clusters Score -253194.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -248876.421875 Penalty: 797.826965
	Iteration 0F: 3 clusters Score -248876.4 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -250660.796875 Penalty: 797.826965
	Iteration 1F: 3 clusters Score -250660.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -250968.656250 Penalty: 797.826965
	Iteration 2F: 3 clusters Score -250968.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -251334.843750 Penalty: 797.826965
	Iteration 3F: 3 clusters Score -251334.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -251702.515625 Penalty: 797.826965
	Iteration 4F: 3 clusters Score -251702.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -251997.656250 Penalty: 797.826965
	Iteration 5F: 3 clusters Score -251997.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -252178.656250 Penalty: 797.826965
	Iteration 6Q: 3 clusters Score -252178.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -252287.515625 Penalty: 797.826965
	Iteration 7Q: 3 clusters Score -252287.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -252359.328125 Penalty: 797.826965
	Iteration 8Q: 3 clusters Score -252359.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -252420.906250 Penalty: 797.826965
	Iteration 9Q: 3 clusters Score -252420.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -252466.250000 Penalty: 797.826965
	Iteration 10Q: 3 clusters Score -252466.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -252493.234375 Penalty: 797.826965
	Iteration 11Q: 3 clusters Score -252493.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -252509.515625 Penalty: 797.826965
	Iteration 12Q: 3 clusters Score -252509.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -252518.515625 Penalty: 797.826965
	Iteration 13Q: 3 clusters Score -252518.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -252525.203125 Penalty: 797.826965
	Iteration 14Q: 3 clusters Score -252525.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -252532.468750 Penalty: 797.826965
	Iteration 15Q: 3 clusters Score -252532.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -252537.328125 Penalty: 797.826965
	Iteration 16Q: 3 clusters Score -252537.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -252540.843750 Penalty: 797.826965
	Iteration 17Q: 3 clusters Score -252540.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -252543.156250 Penalty: 797.826965
	Iteration 18Q: 3 clusters Score -252543.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -252545.656250 Penalty: 797.826965
	Iteration 19Q: 3 clusters Score -252545.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -252549.875000 Penalty: 797.826965
	Iteration 20F: 3 clusters Score -252549.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -252553.953125 Penalty: 797.826965
	Iteration 21Q: 3 clusters Score -252554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -252555.734375 Penalty: 797.826965
	Iteration 22Q: 3 clusters Score -252555.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -252557.421875 Penalty: 797.826965
	Iteration 23Q: 3 clusters Score -252557.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -252557.812500 Penalty: 797.826965
	Iteration 24Q: 3 clusters Score -252557.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -252558.578125 Penalty: 797.826965
	Iteration 25Q: 3 clusters Score -252558.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -252559.140625 Penalty: 797.826965
	Iteration 26Q: 3 clusters Score -252559.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -252560.000000 Penalty: 797.826965
	Iteration 27Q: 3 clusters Score -252560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -252559.453125 Penalty: 797.826965
	Iteration 28Q: 3 clusters Score -252559.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -252559.593750 Penalty: 797.826965
	Iteration 29Q: 3 clusters Score -252559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -252559.796875 Penalty: 797.826965
	Iteration 30Q: 3 clusters Score -252559.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -252559.796875 Penalty: 797.826965
	Iteration 31F: 3 clusters Score -252559.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Entering Unmasked Estep 
Score: -138517.312500 Penalty: 370.688416
	Iteration 0F: 2 clusters Score -138517.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -136152.734375 Penalty: 741.376831
	Iteration 0F: 3 clusters Score -136152.7 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -137063.625000 Penalty: 741.376831
	Iteration 1F: 3 clusters Score -137063.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -137192.359375 Penalty: 741.376831
	Iteration 2F: 3 clusters Score -137192.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -137314.500000 Penalty: 741.376831
	Iteration 3F: 3 clusters Score -137314.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -137426.187500 Penalty: 741.376831
	Iteration 4F: 3 clusters Score -137426.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -137534.609375 Penalty: 741.376831
	Iteration 5F: 3 clusters Score -137534.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -137647.265625 Penalty: 741.376831
	Iteration 6F: 3 clusters Score -137647.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -137748.437500 Penalty: 741.376831
	Iteration 7Q: 3 clusters Score -137748.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -137833.671875 Penalty: 741.376831
	Iteration 8Q: 3 clusters Score -137833.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -137891.046875 Penalty: 741.376831
	Iteration 9Q: 3 clusters Score -137891 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -137934.062500 Penalty: 741.376831
	Iteration 10Q: 3 clusters Score -137934.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -137968.578125 Penalty: 741.376831
	Iteration 11Q: 3 clusters Score -137968.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -138006.000000 Penalty: 741.376831
	Iteration 12Q: 3 clusters Score -138006 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -138032.500000 Penalty: 741.376831
	Iteration 13Q: 3 clusters Score -138032.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -138066.953125 Penalty: 741.376831
	Iteration 14Q: 3 clusters Score -138067 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -138095.625000 Penalty: 741.376831
	Iteration 15Q: 3 clusters Score -138095.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -138123.078125 Penalty: 741.376831
	Iteration 16Q: 3 clusters Score -138123.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -138137.531250 Penalty: 741.376831
	Iteration 17Q: 3 clusters Score -138137.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -138150.015625 Penalty: 741.376831
	Iteration 18Q: 3 clusters Score -138150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -138156.656250 Penalty: 741.376831
	Iteration 19Q: 3 clusters Score -138156.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -138162.578125 Penalty: 741.376831
	Iteration 20F: 3 clusters Score -138162.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -138168.640625 Penalty: 741.376831
	Iteration 21Q: 3 clusters Score -138168.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -138176.125000 Penalty: 741.376831
	Iteration 22Q: 3 clusters Score -138176.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -138182.734375 Penalty: 741.376831
	Iteration 23Q: 3 clusters Score -138182.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -138191.250000 Penalty: 741.376831
	Iteration 24Q: 3 clusters Score -138191.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -138198.218750 Penalty: 741.376831
	Iteration 25Q: 3 clusters Score -138198.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -138204.515625 Penalty: 741.376831
	Iteration 26Q: 3 clusters Score -138204.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -138206.421875 Penalty: 741.376831
	Iteration 27Q: 3 clusters Score -138206.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -138206.953125 Penalty: 741.376831
	Iteration 28Q: 3 clusters Score -138207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -138207.531250 Penalty: 741.376831
	Iteration 29Q: 3 clusters Score -138207.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -138208.000000 Penalty: 741.376831
	Iteration 30Q: 3 clusters Score -138208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -138209.484375 Penalty: 741.376831
	Iteration 31Q: 3 clusters Score -138209.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -138210.687500 Penalty: 741.376831
	Iteration 32Q: 3 clusters Score -138210.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -138210.828125 Penalty: 741.376831
	Iteration 33Q: 3 clusters Score -138210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -138211.218750 Penalty: 741.376831
	Iteration 34Q: 3 clusters Score -138211.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -138211.531250 Penalty: 741.376831
	Iteration 35Q: 3 clusters Score -138211.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -138212.984375 Penalty: 741.376831
	Iteration 36Q: 3 clusters Score -138213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -138214.218750 Penalty: 741.376831
	Iteration 37Q: 3 clusters Score -138214.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -138215.937500 Penalty: 741.376831
	Iteration 38Q: 3 clusters Score -138215.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -138216.921875 Penalty: 741.376831
	Iteration 39Q: 3 clusters Score -138216.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -138217.328125 Penalty: 741.376831
	Iteration 40F: 3 clusters Score -138217.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -138217.828125 Penalty: 741.376831
	Iteration 41Q: 3 clusters Score -138217.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -138217.984375 Penalty: 741.376831
	Iteration 42Q: 3 clusters Score -138218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -138218.031250 Penalty: 741.376831
	Iteration 43Q: 3 clusters Score -138218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -138218.031250 Penalty: 741.376831
	Iteration 44F: 3 clusters Score -138218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Entering Unmasked Estep 
Score: -304139.500000 Penalty: 405.883789
	Iteration 0F: 2 clusters Score -304139.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -299235.406250 Penalty: 811.767578
	Iteration 0F: 3 clusters Score -299235.4 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -301288.031250 Penalty: 811.767578
	Iteration 1F: 3 clusters Score -301288 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -301603.468750 Penalty: 811.767578
	Iteration 2F: 3 clusters Score -301603.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -301894.718750 Penalty: 811.767578
	Iteration 3F: 3 clusters Score -301894.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -302174.406250 Penalty: 811.767578
	Iteration 4F: 3 clusters Score -302174.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -302489.343750 Penalty: 811.767578
	Iteration 5F: 3 clusters Score -302489.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -302824.500000 Penalty: 811.767578
	Iteration 6F: 3 clusters Score -302824.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -303165.625000 Penalty: 811.767578
	Iteration 7Q: 3 clusters Score -303165.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -303431.531250 Penalty: 811.767578
	Iteration 8Q: 3 clusters Score -303431.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -303566.593750 Penalty: 811.767578
	Iteration 9Q: 3 clusters Score -303566.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -303662.656250 Penalty: 811.767578
	Iteration 10Q: 3 clusters Score -303662.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -303750.812500 Penalty: 811.767578
	Iteration 11Q: 3 clusters Score -303750.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -303794.343750 Penalty: 811.767578
	Iteration 12Q: 3 clusters Score -303794.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -303820.250000 Penalty: 811.767578
	Iteration 13Q: 3 clusters Score -303820.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -303839.406250 Penalty: 811.767578
	Iteration 14Q: 3 clusters Score -303839.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -303849.687500 Penalty: 811.767578
	Iteration 15Q: 3 clusters Score -303849.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -303856.843750 Penalty: 811.767578
	Iteration 16Q: 3 clusters Score -303856.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -303861.531250 Penalty: 811.767578
	Iteration 17Q: 3 clusters Score -303861.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -303864.062500 Penalty: 811.767578
	Iteration 18Q: 3 clusters Score -303864.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -303867.781250 Penalty: 811.767578
	Iteration 19Q: 3 clusters Score -303867.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -303870.812500 Penalty: 811.767578
	Iteration 20F: 3 clusters Score -303870.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -303875.531250 Penalty: 811.767578
	Iteration 21Q: 3 clusters Score -303875.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -303876.937500 Penalty: 811.767578
	Iteration 22Q: 3 clusters Score -303876.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -303877.250000 Penalty: 811.767578
	Iteration 23Q: 3 clusters Score -303877.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -303879.468750 Penalty: 811.767578
	Iteration 24Q: 3 clusters Score -303879.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -303879.875000 Penalty: 811.767578
	Iteration 25Q: 3 clusters Score -303879.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -303880.687500 Penalty: 811.767578
	Iteration 26Q: 3 clusters Score -303880.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -303881.062500 Penalty: 811.767578
	Iteration 27Q: 3 clusters Score -303881.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -303881.593750 Penalty: 811.767578
	Iteration 28Q: 3 clusters Score -303881.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -303882.437500 Penalty: 811.767578
	Iteration 29Q: 3 clusters Score -303882.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -303882.937500 Penalty: 811.767578
	Iteration 30Q: 3 clusters Score -303882.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -303882.625000 Penalty: 811.767578
	Iteration 31Q: 3 clusters Score -303882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -303883.250000 Penalty: 811.767578
	Iteration 32Q: 3 clusters Score -303883.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -303883.093750 Penalty: 811.767578
	Iteration 33Q: 3 clusters Score -303883.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -303883.968750 Penalty: 811.767578
	Iteration 34Q: 3 clusters Score -303884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -303883.500000 Penalty: 811.767578
	Iteration 35Q: 3 clusters Score -303883.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -303884.000000 Penalty: 811.767578
	Iteration 36Q: 3 clusters Score -303884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -303883.250000 Penalty: 811.767578
	Iteration 37Q: 3 clusters Score -303883.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -303883.375000 Penalty: 811.767578
	Iteration 38Q: 3 clusters Score -303883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -303884.531250 Penalty: 811.767578
	Iteration 39Q: 3 clusters Score -303884.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -303884.312500 Penalty: 811.767578
	Iteration 40F: 3 clusters Score -303884.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -303884.437500 Penalty: 811.767578
	Iteration 41Q: 3 clusters Score -303884.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -303885.250000 Penalty: 811.767578
	Iteration 42Q: 3 clusters Score -303885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -303885.406250 Penalty: 811.767578
	Iteration 43Q: 3 clusters Score -303885.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -303885.968750 Penalty: 811.767578
	Iteration 44Q: 3 clusters Score -303886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -303886.062500 Penalty: 811.767578
	Iteration 45Q: 3 clusters Score -303886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -303885.968750 Penalty: 811.767578
	Iteration 46Q: 3 clusters Score -303886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -303886.468750 Penalty: 811.767578
	Iteration 47Q: 3 clusters Score -303886.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -303886.187500 Penalty: 811.767578
	Iteration 48Q: 3 clusters Score -303886.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -303886.187500 Penalty: 811.767578
	Iteration 49F: 3 clusters Score -303886.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Entering Unmasked Estep 
Score: -238177.187500 Penalty: 395.797577
	Iteration 0F: 2 clusters Score -238177.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -234145.156250 Penalty: 791.595154
	Iteration 0F: 3 clusters Score -234145.2 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -235680.531250 Penalty: 791.595154
	Iteration 1F: 3 clusters Score -235680.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -235830.031250 Penalty: 791.595154
	Iteration 2F: 3 clusters Score -235830 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -236000.546875 Penalty: 791.595154
	Iteration 3F: 3 clusters Score -236000.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -236234.750000 Penalty: 791.595154
	Iteration 4F: 3 clusters Score -236234.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -236556.593750 Penalty: 791.595154
	Iteration 5F: 3 clusters Score -236556.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -236831.593750 Penalty: 791.595154
	Iteration 6F: 3 clusters Score -236831.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -237012.453125 Penalty: 791.595154
	Iteration 7Q: 3 clusters Score -237012.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -237121.468750 Penalty: 791.595154
	Iteration 8Q: 3 clusters Score -237121.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -237191.687500 Penalty: 791.595154
	Iteration 9Q: 3 clusters Score -237191.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -237247.343750 Penalty: 791.595154
	Iteration 10Q: 3 clusters Score -237247.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -237292.406250 Penalty: 791.595154
	Iteration 11Q: 3 clusters Score -237292.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -237330.484375 Penalty: 791.595154
	Iteration 12Q: 3 clusters Score -237330.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -237371.750000 Penalty: 791.595154
	Iteration 13Q: 3 clusters Score -237371.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -237413.500000 Penalty: 791.595154
	Iteration 14Q: 3 clusters Score -237413.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -237458.437500 Penalty: 791.595154
	Iteration 15Q: 3 clusters Score -237458.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -237505.296875 Penalty: 791.595154
	Iteration 16Q: 3 clusters Score -237505.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -237552.921875 Penalty: 791.595154
	Iteration 17Q: 3 clusters Score -237552.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -237602.187500 Penalty: 791.595154
	Iteration 18Q: 3 clusters Score -237602.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -237649.703125 Penalty: 791.595154
	Iteration 19Q: 3 clusters Score -237649.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -237688.234375 Penalty: 791.595154
	Iteration 20F: 3 clusters Score -237688.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -237723.421875 Penalty: 791.595154
	Iteration 21Q: 3 clusters Score -237723.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -237748.359375 Penalty: 791.595154
	Iteration 22Q: 3 clusters Score -237748.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -237772.234375 Penalty: 791.595154
	Iteration 23Q: 3 clusters Score -237772.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -237787.843750 Penalty: 791.595154
	Iteration 24Q: 3 clusters Score -237787.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -237800.640625 Penalty: 791.595154
	Iteration 25Q: 3 clusters Score -237800.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -237812.312500 Penalty: 791.595154
	Iteration 26Q: 3 clusters Score -237812.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -237826.109375 Penalty: 791.595154
	Iteration 27Q: 3 clusters Score -237826.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -237835.296875 Penalty: 791.595154
	Iteration 28Q: 3 clusters Score -237835.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -237838.953125 Penalty: 791.595154
	Iteration 29Q: 3 clusters Score -237839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -237842.953125 Penalty: 791.595154
	Iteration 30Q: 3 clusters Score -237843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -237844.828125 Penalty: 791.595154
	Iteration 31Q: 3 clusters Score -237844.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -237847.031250 Penalty: 791.595154
	Iteration 32Q: 3 clusters Score -237847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -237848.000000 Penalty: 791.595154
	Iteration 33Q: 3 clusters Score -237848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -237848.562500 Penalty: 791.595154
	Iteration 34Q: 3 clusters Score -237848.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -237849.171875 Penalty: 791.595154
	Iteration 35Q: 3 clusters Score -237849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -237849.171875 Penalty: 791.595154
	Iteration 36F: 3 clusters Score -237849.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Entering Unmasked Estep 
Score: -65932.031250 Penalty: 343.049927
	Iteration 0F: 2 clusters Score -65932.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -64532.054688 Penalty: 686.099854
	Iteration 0F: 3 clusters Score -64532.05 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -65019.488281 Penalty: 686.099854
	Iteration 1F: 3 clusters Score -65019.49 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -65137.613281 Penalty: 686.099854
	Iteration 2F: 3 clusters Score -65137.61 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -65237.730469 Penalty: 686.099854
	Iteration 3F: 3 clusters Score -65237.73 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -65345.476562 Penalty: 686.099854
	Iteration 4F: 3 clusters Score -65345.48 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -65469.503906 Penalty: 686.099854
	Iteration 5F: 3 clusters Score -65469.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -65561.734375 Penalty: 686.099854
	Iteration 6Q: 3 clusters Score -65561.73 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -65627.375000 Penalty: 686.099854
	Iteration 7Q: 3 clusters Score -65627.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -65660.195312 Penalty: 686.099854
	Iteration 8Q: 3 clusters Score -65660.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -65683.203125 Penalty: 686.099854
	Iteration 9Q: 3 clusters Score -65683.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65702.132812 Penalty: 686.099854
	Iteration 10Q: 3 clusters Score -65702.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65712.242188 Penalty: 686.099854
	Iteration 11Q: 3 clusters Score -65712.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65721.132812 Penalty: 686.099854
	Iteration 12Q: 3 clusters Score -65721.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -65733.851562 Penalty: 686.099854
	Iteration 13Q: 3 clusters Score -65733.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65745.539062 Penalty: 686.099854
	Iteration 14Q: 3 clusters Score -65745.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -65754.398438 Penalty: 686.099854
	Iteration 15Q: 3 clusters Score -65754.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65760.671875 Penalty: 686.099854
	Iteration 16Q: 3 clusters Score -65760.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -65763.359375 Penalty: 686.099854
	Iteration 17Q: 3 clusters Score -65763.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -65766.640625 Penalty: 686.099854
	Iteration 18Q: 3 clusters Score -65766.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65769.414062 Penalty: 686.099854
	Iteration 19Q: 3 clusters Score -65769.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65770.687500 Penalty: 686.099854
	Iteration 20F: 3 clusters Score -65770.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -65772.109375 Penalty: 686.099854
	Iteration 21Q: 3 clusters Score -65772.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -65772.390625 Penalty: 686.099854
	Iteration 22Q: 3 clusters Score -65772.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -65772.390625 Penalty: 686.099854
	Iteration 23F: 3 clusters Score -65772.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Entering Unmasked Estep 
Score: -78152.734375 Penalty: 343.001526
	Iteration 0F: 2 clusters Score -78152.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -76789.851562 Penalty: 686.003052
	Iteration 0F: 3 clusters Score -76789.85 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -77226.546875 Penalty: 686.003052
	Iteration 1F: 3 clusters Score -77226.55 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -77291.671875 Penalty: 686.003052
	Iteration 2F: 3 clusters Score -77291.67 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -77341.726562 Penalty: 686.003052
	Iteration 3F: 3 clusters Score -77341.73 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -77372.757812 Penalty: 686.003052
	Iteration 4Q: 3 clusters Score -77372.76 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -77414.195312 Penalty: 686.003052
	Iteration 5Q: 3 clusters Score -77414.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -77468.156250 Penalty: 686.003052
	Iteration 6Q: 3 clusters Score -77468.16 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -77537.734375 Penalty: 686.003052
	Iteration 7Q: 3 clusters Score -77537.73 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -77605.976562 Penalty: 686.003052
	Iteration 8Q: 3 clusters Score -77605.98 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -77682.718750 Penalty: 686.003052
	Iteration 9Q: 3 clusters Score -77682.72 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -77748.695312 Penalty: 686.003052
	Iteration 10Q: 3 clusters Score -77748.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -77790.187500 Penalty: 686.003052
	Iteration 11Q: 3 clusters Score -77790.19 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -77815.601562 Penalty: 686.003052
	Iteration 12Q: 3 clusters Score -77815.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -77827.632812 Penalty: 686.003052
	Iteration 13Q: 3 clusters Score -77827.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -77839.929688 Penalty: 686.003052
	Iteration 14Q: 3 clusters Score -77839.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -77845.000000 Penalty: 686.003052
	Iteration 15Q: 3 clusters Score -77845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -77849.804688 Penalty: 686.003052
	Iteration 16Q: 3 clusters Score -77849.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -77855.882812 Penalty: 686.003052
	Iteration 17Q: 3 clusters Score -77855.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77861.039062 Penalty: 686.003052
	Iteration 18Q: 3 clusters Score -77861.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -77863.648438 Penalty: 686.003052
	Iteration 19Q: 3 clusters Score -77863.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77866.171875 Penalty: 686.003052
	Iteration 20F: 3 clusters Score -77866.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -77867.820312 Penalty: 686.003052
	Iteration 21Q: 3 clusters Score -77867.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77868.718750 Penalty: 686.003052
	Iteration 22Q: 3 clusters Score -77868.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -77868.843750 Penalty: 686.003052
	Iteration 23Q: 3 clusters Score -77868.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -77869.132812 Penalty: 686.003052
	Iteration 24Q: 3 clusters Score -77869.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -77869.257812 Penalty: 686.003052
	Iteration 25Q: 3 clusters Score -77869.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -77869.257812 Penalty: 686.003052
	Iteration 26F: 3 clusters Score -77869.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -66933.687500 Penalty: 339.189758
	Iteration 0F: 2 clusters Score -66933.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -65643.703125 Penalty: 678.379517
	Iteration 0F: 3 clusters Score -65643.7 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -66052.343750 Penalty: 678.379517
	Iteration 1F: 3 clusters Score -66052.34 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -66118.484375 Penalty: 678.379517
	Iteration 2F: 3 clusters Score -66118.48 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -66176.632812 Penalty: 678.379517
	Iteration 3F: 3 clusters Score -66176.63 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -66247.632812 Penalty: 678.379517
	Iteration 4F: 3 clusters Score -66247.63 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -66325.828125 Penalty: 678.379517
	Iteration 5F: 3 clusters Score -66325.83 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -66387.117188 Penalty: 678.379517
	Iteration 6F: 3 clusters Score -66387.12 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -66429.609375 Penalty: 678.379517
	Iteration 7Q: 3 clusters Score -66429.61 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -66467.851562 Penalty: 678.379517
	Iteration 8Q: 3 clusters Score -66467.85 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -66496.335938 Penalty: 678.379517
	Iteration 9Q: 3 clusters Score -66496.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -66513.984375 Penalty: 678.379517
	Iteration 10Q: 3 clusters Score -66513.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -66526.382812 Penalty: 678.379517
	Iteration 11Q: 3 clusters Score -66526.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -66541.585938 Penalty: 678.379517
	Iteration 12Q: 3 clusters Score -66541.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -66558.070312 Penalty: 678.379517
	Iteration 13Q: 3 clusters Score -66558.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -66572.835938 Penalty: 678.379517
	Iteration 14Q: 3 clusters Score -66572.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -66580.679688 Penalty: 678.379517
	Iteration 15Q: 3 clusters Score -66580.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -66584.992188 Penalty: 678.379517
	Iteration 16Q: 3 clusters Score -66584.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -66587.804688 Penalty: 678.379517
	Iteration 17Q: 3 clusters Score -66587.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -66589.882812 Penalty: 678.379517
	Iteration 18Q: 3 clusters Score -66589.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -66594.109375 Penalty: 678.379517
	Iteration 19Q: 3 clusters Score -66594.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -66601.203125 Penalty: 678.379517
	Iteration 20F: 3 clusters Score -66601.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -66603.281250 Penalty: 678.379517
	Iteration 21Q: 3 clusters Score -66603.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -66605.210938 Penalty: 678.379517
	Iteration 22Q: 3 clusters Score -66605.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -66606.585938 Penalty: 678.379517
	Iteration 23Q: 3 clusters Score -66606.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -66607.812500 Penalty: 678.379517
	Iteration 24Q: 3 clusters Score -66607.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -66609.187500 Penalty: 678.379517
	Iteration 25Q: 3 clusters Score -66609.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -66610.039062 Penalty: 678.379517
	Iteration 26Q: 3 clusters Score -66610.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -66611.414062 Penalty: 678.379517
	Iteration 27Q: 3 clusters Score -66611.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -66611.703125 Penalty: 678.379517
	Iteration 28Q: 3 clusters Score -66611.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -66611.929688 Penalty: 678.379517
	Iteration 29Q: 3 clusters Score -66611.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -66611.929688 Penalty: 678.379517
	Iteration 30F: 3 clusters Score -66611.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Entering Unmasked Estep 
Score: -47318.355469 Penalty: 324.053711
	Iteration 0F: 2 clusters Score -47318.36 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 656 members 
Entering Unmasked Estep 
Score: -46354.421875 Penalty: 648.107422
	Iteration 0F: 3 clusters Score -46354.42 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -46672.511719 Penalty: 648.107422
	Iteration 1F: 3 clusters Score -46672.51 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -46810.019531 Penalty: 648.107422
	Iteration 2F: 3 clusters Score -46810.02 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -46935.109375 Penalty: 648.107422
	Iteration 3F: 3 clusters Score -46935.11 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -47031.515625 Penalty: 648.107422
	Iteration 4F: 3 clusters Score -47031.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -47082.781250 Penalty: 648.107422
	Iteration 5Q: 3 clusters Score -47082.78 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -47134.148438 Penalty: 648.107422
	Iteration 6Q: 3 clusters Score -47134.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -47168.238281 Penalty: 648.107422
	Iteration 7Q: 3 clusters Score -47168.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -47185.125000 Penalty: 648.107422
	Iteration 8Q: 3 clusters Score -47185.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -47192.601562 Penalty: 648.107422
	Iteration 9Q: 3 clusters Score -47192.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -47196.960938 Penalty: 648.107422
	Iteration 10Q: 3 clusters Score -47196.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -47200.210938 Penalty: 648.107422
	Iteration 11Q: 3 clusters Score -47200.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -47202.328125 Penalty: 648.107422
	Iteration 12Q: 3 clusters Score -47202.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -47205.234375 Penalty: 648.107422
	Iteration 13Q: 3 clusters Score -47205.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -47206.761719 Penalty: 648.107422
	Iteration 14Q: 3 clusters Score -47206.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -47209.660156 Penalty: 648.107422
	Iteration 15Q: 3 clusters Score -47209.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -47212.789062 Penalty: 648.107422
	Iteration 16Q: 3 clusters Score -47212.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -47214.628906 Penalty: 648.107422
	Iteration 17Q: 3 clusters Score -47214.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -47215.292969 Penalty: 648.107422
	Iteration 18Q: 3 clusters Score -47215.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -47215.558594 Penalty: 648.107422
	Iteration 19Q: 3 clusters Score -47215.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -47215.695312 Penalty: 648.107422
	Iteration 20F: 3 clusters Score -47215.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Entering Unmasked Estep 
Score: -517619.500000 Penalty: 432.192993
	Iteration 0F: 2 clusters Score -517619.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -508743.781250 Penalty: 864.385986
	Iteration 0F: 3 clusters Score -508743.8 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -512519.875000 Penalty: 864.385986
	Iteration 1F: 3 clusters Score -512519.9 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -512941.875000 Penalty: 864.385986
	Iteration 2F: 3 clusters Score -512941.9 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -513534.187500 Penalty: 864.385986
	Iteration 3F: 3 clusters Score -513534.2 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -514136.250000 Penalty: 864.385986
	Iteration 4F: 3 clusters Score -514136.2 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -514710.593750 Penalty: 864.385986
	Iteration 5F: 3 clusters Score -514710.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -515194.500000 Penalty: 864.385986
	Iteration 6F: 3 clusters Score -515194.5 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -515559.812500 Penalty: 864.385986
	Iteration 7Q: 3 clusters Score -515559.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -515780.968750 Penalty: 864.385986
	Iteration 8Q: 3 clusters Score -515781 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -515954.937500 Penalty: 864.385986
	Iteration 9Q: 3 clusters Score -515954.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -516133.687500 Penalty: 864.385986
	Iteration 10Q: 3 clusters Score -516133.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -516262.812500 Penalty: 864.385986
	Iteration 11Q: 3 clusters Score -516262.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -516355.093750 Penalty: 864.385986
	Iteration 12Q: 3 clusters Score -516355.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -516418.218750 Penalty: 864.385986
	Iteration 13Q: 3 clusters Score -516418.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -516466.156250 Penalty: 864.385986
	Iteration 14Q: 3 clusters Score -516466.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -516489.812500 Penalty: 864.385986
	Iteration 15Q: 3 clusters Score -516489.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -516508.500000 Penalty: 864.385986
	Iteration 16Q: 3 clusters Score -516508.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -516516.062500 Penalty: 864.385986
	Iteration 17Q: 3 clusters Score -516516.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -516523.250000 Penalty: 864.385986
	Iteration 18Q: 3 clusters Score -516523.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -516526.468750 Penalty: 864.385986
	Iteration 19Q: 3 clusters Score -516526.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -516529.156250 Penalty: 864.385986
	Iteration 20F: 3 clusters Score -516529.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -516530.062500 Penalty: 864.385986
	Iteration 21Q: 3 clusters Score -516530.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -516531.437500 Penalty: 864.385986
	Iteration 22Q: 3 clusters Score -516531.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -516533.375000 Penalty: 864.385986
	Iteration 23Q: 3 clusters Score -516533.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -516535.281250 Penalty: 864.385986
	Iteration 24Q: 3 clusters Score -516535.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -516535.781250 Penalty: 864.385986
	Iteration 25Q: 3 clusters Score -516535.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -516536.875000 Penalty: 864.385986
	Iteration 26Q: 3 clusters Score -516536.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -516538.937500 Penalty: 864.385986
	Iteration 27Q: 3 clusters Score -516538.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -516540.500000 Penalty: 864.385986
	Iteration 28Q: 3 clusters Score -516540.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -516542.031250 Penalty: 864.385986
	Iteration 29Q: 3 clusters Score -516542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -516542.593750 Penalty: 864.385986
	Iteration 30Q: 3 clusters Score -516542.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -516542.375000 Penalty: 864.385986
	Iteration 31Q: 3 clusters Score -516542.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -516541.406250 Penalty: 864.385986
	Iteration 32Q: 3 clusters Score -516541.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -516541.031250 Penalty: 864.385986
	Iteration 33Q: 3 clusters Score -516541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -516540.937500 Penalty: 864.385986
	Iteration 34Q: 3 clusters Score -516540.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -516541.406250 Penalty: 864.385986
	Iteration 35Q: 3 clusters Score -516541.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -516541.968750 Penalty: 864.385986
	Iteration 36Q: 3 clusters Score -516542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -516541.375000 Penalty: 864.385986
	Iteration 37Q: 3 clusters Score -516541.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -516542.218750 Penalty: 864.385986
	Iteration 38Q: 3 clusters Score -516542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -516542.000000 Penalty: 864.385986
	Iteration 39Q: 3 clusters Score -516542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -516541.687500 Penalty: 864.385986
	Iteration 40F: 3 clusters Score -516541.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -516542.437500 Penalty: 864.385986
	Iteration 41Q: 3 clusters Score -516542.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -516542.781250 Penalty: 864.385986
	Iteration 42Q: 3 clusters Score -516542.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -516542.125000 Penalty: 864.385986
	Iteration 43Q: 3 clusters Score -516542.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -516543.906250 Penalty: 864.385986
	Iteration 44Q: 3 clusters Score -516543.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -516544.125000 Penalty: 864.385986
	Iteration 45Q: 3 clusters Score -516544.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -516544.125000 Penalty: 864.385986
	Iteration 46F: 3 clusters Score -516544.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Entering Unmasked Estep 
Score: -64239.089844 Penalty: 336.561157
	Iteration 0F: 2 clusters Score -64239.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -63054.335938 Penalty: 673.122314
	Iteration 0F: 3 clusters Score -63054.34 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -63537.660156 Penalty: 673.122314
	Iteration 1F: 3 clusters Score -63537.66 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -63692.464844 Penalty: 673.122314
	Iteration 2F: 3 clusters Score -63692.46 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -63786.027344 Penalty: 673.122314
	Iteration 3F: 3 clusters Score -63786.03 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -63833.367188 Penalty: 673.122314
	Iteration 4Q: 3 clusters Score -63833.37 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -63858.246094 Penalty: 673.122314
	Iteration 5Q: 3 clusters Score -63858.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -63875.519531 Penalty: 673.122314
	Iteration 6Q: 3 clusters Score -63875.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -63890.210938 Penalty: 673.122314
	Iteration 7Q: 3 clusters Score -63890.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -63897.847656 Penalty: 673.122314
	Iteration 8Q: 3 clusters Score -63897.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -63901.476562 Penalty: 673.122314
	Iteration 9Q: 3 clusters Score -63901.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -63902.914062 Penalty: 673.122314
	Iteration 10Q: 3 clusters Score -63902.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -63904.019531 Penalty: 673.122314
	Iteration 11Q: 3 clusters Score -63904.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -63904.777344 Penalty: 673.122314
	Iteration 12Q: 3 clusters Score -63904.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -63905.003906 Penalty: 673.122314
	Iteration 13Q: 3 clusters Score -63905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -63905.515625 Penalty: 673.122314
	Iteration 14Q: 3 clusters Score -63905.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -63906.246094 Penalty: 673.122314
	Iteration 15Q: 3 clusters Score -63906.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -63907.019531 Penalty: 673.122314
	Iteration 16Q: 3 clusters Score -63907.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -63908.265625 Penalty: 673.122314
	Iteration 17Q: 3 clusters Score -63908.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -63909.289062 Penalty: 673.122314
	Iteration 18Q: 3 clusters Score -63909.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -63909.765625 Penalty: 673.122314
	Iteration 19Q: 3 clusters Score -63909.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -63910.105469 Penalty: 673.122314
	Iteration 20F: 3 clusters Score -63910.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Entering Unmasked Estep 
Score: -115726.734375 Penalty: 364.107361
	Iteration 0F: 2 clusters Score -115726.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -113634.351562 Penalty: 728.214722
	Iteration 0F: 3 clusters Score -113634.4 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -114447.093750 Penalty: 728.214722
	Iteration 1F: 3 clusters Score -114447.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -114596.890625 Penalty: 728.214722
	Iteration 2F: 3 clusters Score -114596.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -114747.625000 Penalty: 728.214722
	Iteration 3F: 3 clusters Score -114747.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -114876.828125 Penalty: 728.214722
	Iteration 4F: 3 clusters Score -114876.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -114963.539062 Penalty: 728.214722
	Iteration 5Q: 3 clusters Score -114963.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -115033.601562 Penalty: 728.214722
	Iteration 6Q: 3 clusters Score -115033.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -115075.125000 Penalty: 728.214722
	Iteration 7Q: 3 clusters Score -115075.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -115113.515625 Penalty: 728.214722
	Iteration 8Q: 3 clusters Score -115113.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -115137.875000 Penalty: 728.214722
	Iteration 9Q: 3 clusters Score -115137.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -115152.351562 Penalty: 728.214722
	Iteration 10Q: 3 clusters Score -115152.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -115162.687500 Penalty: 728.214722
	Iteration 11Q: 3 clusters Score -115162.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -115169.679688 Penalty: 728.214722
	Iteration 12Q: 3 clusters Score -115169.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -115173.460938 Penalty: 728.214722
	Iteration 13Q: 3 clusters Score -115173.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -115176.585938 Penalty: 728.214722
	Iteration 14Q: 3 clusters Score -115176.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -115182.765625 Penalty: 728.214722
	Iteration 15Q: 3 clusters Score -115182.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -115186.304688 Penalty: 728.214722
	Iteration 16Q: 3 clusters Score -115186.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -115190.539062 Penalty: 728.214722
	Iteration 17Q: 3 clusters Score -115190.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -115195.468750 Penalty: 728.214722
	Iteration 18Q: 3 clusters Score -115195.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -115198.710938 Penalty: 728.214722
	Iteration 19Q: 3 clusters Score -115198.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -115201.125000 Penalty: 728.214722
	Iteration 20F: 3 clusters Score -115201.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -115203.578125 Penalty: 728.214722
	Iteration 21Q: 3 clusters Score -115203.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -115205.828125 Penalty: 728.214722
	Iteration 22Q: 3 clusters Score -115205.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -115210.578125 Penalty: 728.214722
	Iteration 23Q: 3 clusters Score -115210.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -115217.398438 Penalty: 728.214722
	Iteration 24Q: 3 clusters Score -115217.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -115223.460938 Penalty: 728.214722
	Iteration 25Q: 3 clusters Score -115223.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -115228.140625 Penalty: 728.214722
	Iteration 26Q: 3 clusters Score -115228.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -115231.625000 Penalty: 728.214722
	Iteration 27Q: 3 clusters Score -115231.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -115235.375000 Penalty: 728.214722
	Iteration 28Q: 3 clusters Score -115235.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -115239.085938 Penalty: 728.214722
	Iteration 29Q: 3 clusters Score -115239.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -115241.781250 Penalty: 728.214722
	Iteration 30Q: 3 clusters Score -115241.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -115244.250000 Penalty: 728.214722
	Iteration 31Q: 3 clusters Score -115244.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -115245.656250 Penalty: 728.214722
	Iteration 32Q: 3 clusters Score -115245.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -115246.625000 Penalty: 728.214722
	Iteration 33Q: 3 clusters Score -115246.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -115247.718750 Penalty: 728.214722
	Iteration 34Q: 3 clusters Score -115247.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -115248.890625 Penalty: 728.214722
	Iteration 35Q: 3 clusters Score -115248.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -115251.007812 Penalty: 728.214722
	Iteration 36Q: 3 clusters Score -115251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -115252.992188 Penalty: 728.214722
	Iteration 37Q: 3 clusters Score -115253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -115256.539062 Penalty: 728.214722
	Iteration 38Q: 3 clusters Score -115256.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -115258.117188 Penalty: 728.214722
	Iteration 39Q: 3 clusters Score -115258.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -115260.468750 Penalty: 728.214722
	Iteration 40F: 3 clusters Score -115260.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -115263.687500 Penalty: 728.214722
	Iteration 41Q: 3 clusters Score -115263.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -115267.617188 Penalty: 728.214722
	Iteration 42Q: 3 clusters Score -115267.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -115273.453125 Penalty: 728.214722
	Iteration 43Q: 3 clusters Score -115273.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -115277.453125 Penalty: 728.214722
	Iteration 44Q: 3 clusters Score -115277.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -115283.968750 Penalty: 728.214722
	Iteration 45Q: 3 clusters Score -115284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -115290.562500 Penalty: 728.214722
	Iteration 46Q: 3 clusters Score -115290.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -115295.882812 Penalty: 728.214722
	Iteration 47Q: 3 clusters Score -115295.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -115305.820312 Penalty: 728.214722
	Iteration 48Q: 3 clusters Score -115305.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -115318.257812 Penalty: 728.214722
	Iteration 49Q: 3 clusters Score -115318.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -115330.984375 Penalty: 728.214722
	Iteration 50Q: 3 clusters Score -115331 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -115353.906250 Penalty: 728.214722
	Iteration 51Q: 3 clusters Score -115353.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -115382.515625 Penalty: 728.214722
	Iteration 52Q: 3 clusters Score -115382.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -115403.062500 Penalty: 728.214722
	Iteration 53Q: 3 clusters Score -115403.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -115418.289062 Penalty: 728.214722
	Iteration 54Q: 3 clusters Score -115418.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -115423.312500 Penalty: 728.214722
	Iteration 55Q: 3 clusters Score -115423.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -115429.640625 Penalty: 728.214722
	Iteration 56Q: 3 clusters Score -115429.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -115435.718750 Penalty: 728.214722
	Iteration 57Q: 3 clusters Score -115435.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -115440.726562 Penalty: 728.214722
	Iteration 58Q: 3 clusters Score -115440.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -115442.656250 Penalty: 728.214722
	Iteration 59Q: 3 clusters Score -115442.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -115444.156250 Penalty: 728.214722
	Iteration 60F: 3 clusters Score -115444.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -115445.578125 Penalty: 728.214722
	Iteration 61Q: 3 clusters Score -115445.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -115445.914062 Penalty: 728.214722
	Iteration 62Q: 3 clusters Score -115445.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -115446.695312 Penalty: 728.214722
	Iteration 63Q: 3 clusters Score -115446.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -115447.070312 Penalty: 728.214722
	Iteration 64Q: 3 clusters Score -115447.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -115447.828125 Penalty: 728.214722
	Iteration 65Q: 3 clusters Score -115447.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -115449.023438 Penalty: 728.214722
	Iteration 66Q: 3 clusters Score -115449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -115450.195312 Penalty: 728.214722
	Iteration 67Q: 3 clusters Score -115450.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -115451.195312 Penalty: 728.214722
	Iteration 68Q: 3 clusters Score -115451.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -115451.710938 Penalty: 728.214722
	Iteration 69Q: 3 clusters Score -115451.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -115451.828125 Penalty: 728.214722
	Iteration 70Q: 3 clusters Score -115451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -115452.312500 Penalty: 728.214722
	Iteration 71Q: 3 clusters Score -115452.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -115452.617188 Penalty: 728.214722
	Iteration 72Q: 3 clusters Score -115452.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -115455.007812 Penalty: 728.214722
	Iteration 73Q: 3 clusters Score -115455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -115456.898438 Penalty: 728.214722
	Iteration 74Q: 3 clusters Score -115456.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -115460.273438 Penalty: 728.214722
	Iteration 75Q: 3 clusters Score -115460.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -115462.164062 Penalty: 728.214722
	Iteration 76Q: 3 clusters Score -115462.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -115464.656250 Penalty: 728.214722
	Iteration 77Q: 3 clusters Score -115464.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -115468.164062 Penalty: 728.214722
	Iteration 78Q: 3 clusters Score -115468.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -115471.632812 Penalty: 728.214722
	Iteration 79Q: 3 clusters Score -115471.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -115473.781250 Penalty: 728.214722
	Iteration 80F: 3 clusters Score -115473.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -115475.640625 Penalty: 728.214722
	Iteration 81Q: 3 clusters Score -115475.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -115478.570312 Penalty: 728.214722
	Iteration 82Q: 3 clusters Score -115478.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -115480.671875 Penalty: 728.214722
	Iteration 83Q: 3 clusters Score -115480.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -115484.414062 Penalty: 728.214722
	Iteration 84Q: 3 clusters Score -115484.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -115486.351562 Penalty: 728.214722
	Iteration 85Q: 3 clusters Score -115486.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -115487.492188 Penalty: 728.214722
	Iteration 86Q: 3 clusters Score -115487.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -115488.460938 Penalty: 728.214722
	Iteration 87Q: 3 clusters Score -115488.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -115489.000000 Penalty: 728.214722
	Iteration 88Q: 3 clusters Score -115489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -115489.242188 Penalty: 728.214722
	Iteration 89Q: 3 clusters Score -115489.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -115489.367188 Penalty: 728.214722
	Iteration 90Q: 3 clusters Score -115489.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -115490.328125 Penalty: 728.214722
	Iteration 91Q: 3 clusters Score -115490.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -115490.328125 Penalty: 728.214722
	Iteration 92F: 3 clusters Score -115490.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Entering Unmasked Estep 
Score: -278051.500000 Penalty: 403.831940
	Iteration 0F: 2 clusters Score -278051.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -273201.906250 Penalty: 807.663879
	Iteration 0F: 3 clusters Score -273201.9 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -275154.312500 Penalty: 807.663879
	Iteration 1F: 3 clusters Score -275154.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -275411.437500 Penalty: 807.663879
	Iteration 2F: 3 clusters Score -275411.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -275673.187500 Penalty: 807.663879
	Iteration 3F: 3 clusters Score -275673.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -275900.500000 Penalty: 807.663879
	Iteration 4F: 3 clusters Score -275900.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -276123.937500 Penalty: 807.663879
	Iteration 5F: 3 clusters Score -276123.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -276358.968750 Penalty: 807.663879
	Iteration 6F: 3 clusters Score -276359 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -276643.625000 Penalty: 807.663879
	Iteration 7F: 3 clusters Score -276643.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -276867.375000 Penalty: 807.663879
	Iteration 8F: 3 clusters Score -276867.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -277013.687500 Penalty: 807.663879
	Iteration 9Q: 3 clusters Score -277013.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -277122.968750 Penalty: 807.663879
	Iteration 10Q: 3 clusters Score -277123 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -277192.093750 Penalty: 807.663879
	Iteration 11Q: 3 clusters Score -277192.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -277262.531250 Penalty: 807.663879
	Iteration 12Q: 3 clusters Score -277262.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -277337.906250 Penalty: 807.663879
	Iteration 13Q: 3 clusters Score -277337.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -277391.750000 Penalty: 807.663879
	Iteration 14Q: 3 clusters Score -277391.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -277428.250000 Penalty: 807.663879
	Iteration 15Q: 3 clusters Score -277428.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -277465.718750 Penalty: 807.663879
	Iteration 16Q: 3 clusters Score -277465.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -277500.312500 Penalty: 807.663879
	Iteration 17Q: 3 clusters Score -277500.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -277525.812500 Penalty: 807.663879
	Iteration 18Q: 3 clusters Score -277525.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -277543.718750 Penalty: 807.663879
	Iteration 19Q: 3 clusters Score -277543.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -277558.500000 Penalty: 807.663879
	Iteration 20F: 3 clusters Score -277558.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -277568.406250 Penalty: 807.663879
	Iteration 21Q: 3 clusters Score -277568.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -277575.031250 Penalty: 807.663879
	Iteration 22Q: 3 clusters Score -277575 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -277582.156250 Penalty: 807.663879
	Iteration 23Q: 3 clusters Score -277582.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -277588.625000 Penalty: 807.663879
	Iteration 24Q: 3 clusters Score -277588.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -277592.812500 Penalty: 807.663879
	Iteration 25Q: 3 clusters Score -277592.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -277597.062500 Penalty: 807.663879
	Iteration 26Q: 3 clusters Score -277597.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -277601.187500 Penalty: 807.663879
	Iteration 27Q: 3 clusters Score -277601.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -277609.093750 Penalty: 807.663879
	Iteration 28Q: 3 clusters Score -277609.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -277618.781250 Penalty: 807.663879
	Iteration 29Q: 3 clusters Score -277618.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -277628.000000 Penalty: 807.663879
	Iteration 30Q: 3 clusters Score -277628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -277633.562500 Penalty: 807.663879
	Iteration 31Q: 3 clusters Score -277633.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -277640.000000 Penalty: 807.663879
	Iteration 32Q: 3 clusters Score -277640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -277647.312500 Penalty: 807.663879
	Iteration 33Q: 3 clusters Score -277647.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -277656.531250 Penalty: 807.663879
	Iteration 34Q: 3 clusters Score -277656.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -277667.343750 Penalty: 807.663879
	Iteration 35Q: 3 clusters Score -277667.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -277680.187500 Penalty: 807.663879
	Iteration 36Q: 3 clusters Score -277680.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -277697.531250 Penalty: 807.663879
	Iteration 37Q: 3 clusters Score -277697.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -277713.218750 Penalty: 807.663879
	Iteration 38Q: 3 clusters Score -277713.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -277726.718750 Penalty: 807.663879
	Iteration 39Q: 3 clusters Score -277726.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -277733.968750 Penalty: 807.663879
	Iteration 40F: 3 clusters Score -277734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -277741.750000 Penalty: 807.663879
	Iteration 41Q: 3 clusters Score -277741.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -277750.062500 Penalty: 807.663879
	Iteration 42Q: 3 clusters Score -277750.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -277759.250000 Penalty: 807.663879
	Iteration 43Q: 3 clusters Score -277759.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -277765.000000 Penalty: 807.663879
	Iteration 44Q: 3 clusters Score -277765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -277769.562500 Penalty: 807.663879
	Iteration 45Q: 3 clusters Score -277769.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -277774.343750 Penalty: 807.663879
	Iteration 46Q: 3 clusters Score -277774.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -277779.531250 Penalty: 807.663879
	Iteration 47Q: 3 clusters Score -277779.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -277787.531250 Penalty: 807.663879
	Iteration 48Q: 3 clusters Score -277787.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -277794.312500 Penalty: 807.663879
	Iteration 49Q: 3 clusters Score -277794.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -277799.375000 Penalty: 807.663879
	Iteration 50Q: 3 clusters Score -277799.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -277806.500000 Penalty: 807.663879
	Iteration 51Q: 3 clusters Score -277806.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -277812.281250 Penalty: 807.663879
	Iteration 52Q: 3 clusters Score -277812.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -277817.093750 Penalty: 807.663879
	Iteration 53Q: 3 clusters Score -277817.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -277821.375000 Penalty: 807.663879
	Iteration 54Q: 3 clusters Score -277821.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -277827.187500 Penalty: 807.663879
	Iteration 55Q: 3 clusters Score -277827.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -277832.718750 Penalty: 807.663879
	Iteration 56Q: 3 clusters Score -277832.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -277841.312500 Penalty: 807.663879
	Iteration 57Q: 3 clusters Score -277841.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -277853.125000 Penalty: 807.663879
	Iteration 58Q: 3 clusters Score -277853.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -277861.625000 Penalty: 807.663879
	Iteration 59Q: 3 clusters Score -277861.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -277867.093750 Penalty: 807.663879
	Iteration 60F: 3 clusters Score -277867.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -277871.875000 Penalty: 807.663879
	Iteration 61Q: 3 clusters Score -277871.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -277877.031250 Penalty: 807.663879
	Iteration 62Q: 3 clusters Score -277877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -277891.375000 Penalty: 807.663879
	Iteration 63Q: 3 clusters Score -277891.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -277922.093750 Penalty: 807.663879
	Iteration 64Q: 3 clusters Score -277922.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -277943.125000 Penalty: 807.663879
	Iteration 65Q: 3 clusters Score -277943.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -277962.343750 Penalty: 807.663879
	Iteration 66Q: 3 clusters Score -277962.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -277972.500000 Penalty: 807.663879
	Iteration 67Q: 3 clusters Score -277972.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -277976.531250 Penalty: 807.663879
	Iteration 68Q: 3 clusters Score -277976.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -277979.375000 Penalty: 807.663879
	Iteration 69Q: 3 clusters Score -277979.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -277981.281250 Penalty: 807.663879
	Iteration 70Q: 3 clusters Score -277981.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -277982.468750 Penalty: 807.663879
	Iteration 71Q: 3 clusters Score -277982.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -277982.500000 Penalty: 807.663879
	Iteration 72Q: 3 clusters Score -277982.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -277983.031250 Penalty: 807.663879
	Iteration 73Q: 3 clusters Score -277983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -277984.218750 Penalty: 807.663879
	Iteration 74Q: 3 clusters Score -277984.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -277984.343750 Penalty: 807.663879
	Iteration 75Q: 3 clusters Score -277984.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -277984.656250 Penalty: 807.663879
	Iteration 76Q: 3 clusters Score -277984.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -277985.000000 Penalty: 807.663879
	Iteration 77Q: 3 clusters Score -277985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -277986.906250 Penalty: 807.663879
	Iteration 78Q: 3 clusters Score -277986.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -277987.218750 Penalty: 807.663879
	Iteration 79Q: 3 clusters Score -277987.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -277987.687500 Penalty: 807.663879
	Iteration 80F: 3 clusters Score -277987.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -277987.937500 Penalty: 807.663879
	Iteration 81Q: 3 clusters Score -277987.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -277988.843750 Penalty: 807.663879
	Iteration 82Q: 3 clusters Score -277988.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -277990.187500 Penalty: 807.663879
	Iteration 83Q: 3 clusters Score -277990.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -277989.812500 Penalty: 807.663879
	Iteration 84Q: 3 clusters Score -277989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -277990.312500 Penalty: 807.663879
	Iteration 85Q: 3 clusters Score -277990.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -277991.687500 Penalty: 807.663879
	Iteration 86Q: 3 clusters Score -277991.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -277992.531250 Penalty: 807.663879
	Iteration 87Q: 3 clusters Score -277992.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -277995.156250 Penalty: 807.663879
	Iteration 88Q: 3 clusters Score -277995.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -277997.781250 Penalty: 807.663879
	Iteration 89Q: 3 clusters Score -277997.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -277999.750000 Penalty: 807.663879
	Iteration 90Q: 3 clusters Score -277999.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -278001.656250 Penalty: 807.663879
	Iteration 91Q: 3 clusters Score -278001.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -278002.812500 Penalty: 807.663879
	Iteration 92Q: 3 clusters Score -278002.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -278002.812500 Penalty: 807.663879
	Iteration 93Q: 3 clusters Score -278002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -278003.125000 Penalty: 807.663879
	Iteration 94Q: 3 clusters Score -278003.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -278004.875000 Penalty: 807.663879
	Iteration 95Q: 3 clusters Score -278004.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -278007.281250 Penalty: 807.663879
	Iteration 96Q: 3 clusters Score -278007.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -278008.218750 Penalty: 807.663879
	Iteration 97Q: 3 clusters Score -278008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -278009.187500 Penalty: 807.663879
	Iteration 98Q: 3 clusters Score -278009.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -278009.906250 Penalty: 807.663879
	Iteration 99Q: 3 clusters Score -278009.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -278011.812500 Penalty: 807.663879
	Iteration 100F: 3 clusters Score -278011.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -278015.281250 Penalty: 807.663879
	Iteration 101Q: 3 clusters Score -278015.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -278016.531250 Penalty: 807.663879
	Iteration 102Q: 3 clusters Score -278016.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -278020.000000 Penalty: 807.663879
	Iteration 103Q: 3 clusters Score -278020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -278020.750000 Penalty: 807.663879
	Iteration 104Q: 3 clusters Score -278020.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -278024.468750 Penalty: 807.663879
	Iteration 105Q: 3 clusters Score -278024.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -278028.406250 Penalty: 807.663879
	Iteration 106Q: 3 clusters Score -278028.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -278030.250000 Penalty: 807.663879
	Iteration 107Q: 3 clusters Score -278030.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -278031.093750 Penalty: 807.663879
	Iteration 108Q: 3 clusters Score -278031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -278031.375000 Penalty: 807.663879
	Iteration 109Q: 3 clusters Score -278031.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -278032.000000 Penalty: 807.663879
	Iteration 110Q: 3 clusters Score -278032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -278032.000000 Penalty: 807.663879
	Iteration 111F: 3 clusters Score -278032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Entering Unmasked Estep 
Score: -46490.488281 Penalty: 327.788788
	Iteration 0F: 2 clusters Score -46490.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -45482.828125 Penalty: 655.577576
	Iteration 0F: 3 clusters Score -45482.83 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -45826.937500 Penalty: 655.577576
	Iteration 1F: 3 clusters Score -45826.94 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -45933.906250 Penalty: 655.577576
	Iteration 2F: 3 clusters Score -45933.91 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -46016.480469 Penalty: 655.577576
	Iteration 3F: 3 clusters Score -46016.48 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -46066.761719 Penalty: 655.577576
	Iteration 4F: 3 clusters Score -46066.76 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -46100.628906 Penalty: 655.577576
	Iteration 5Q: 3 clusters Score -46100.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -46116.035156 Penalty: 655.577576
	Iteration 6Q: 3 clusters Score -46116.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -46130.257812 Penalty: 655.577576
	Iteration 7Q: 3 clusters Score -46130.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -46141.792969 Penalty: 655.577576
	Iteration 8Q: 3 clusters Score -46141.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -46150.132812 Penalty: 655.577576
	Iteration 9Q: 3 clusters Score -46150.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -46156.890625 Penalty: 655.577576
	Iteration 10Q: 3 clusters Score -46156.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -46163.746094 Penalty: 655.577576
	Iteration 11Q: 3 clusters Score -46163.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -46165.832031 Penalty: 655.577576
	Iteration 12Q: 3 clusters Score -46165.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -46166.957031 Penalty: 655.577576
	Iteration 13Q: 3 clusters Score -46166.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -46168.062500 Penalty: 655.577576
	Iteration 14Q: 3 clusters Score -46168.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -46168.292969 Penalty: 655.577576
	Iteration 15Q: 3 clusters Score -46168.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -46168.667969 Penalty: 655.577576
	Iteration 16Q: 3 clusters Score -46168.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -46168.812500 Penalty: 655.577576
	Iteration 17Q: 3 clusters Score -46168.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -46169.250000 Penalty: 655.577576
	Iteration 18Q: 3 clusters Score -46169.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -46169.757812 Penalty: 655.577576
	Iteration 19Q: 3 clusters Score -46169.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -46170.363281 Penalty: 655.577576
	Iteration 20F: 3 clusters Score -46170.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -46170.609375 Penalty: 655.577576
	Iteration 21Q: 3 clusters Score -46170.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -46170.875000 Penalty: 655.577576
	Iteration 22Q: 3 clusters Score -46170.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -46170.992188 Penalty: 655.577576
	Iteration 23Q: 3 clusters Score -46170.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -46171.480469 Penalty: 655.577576
	Iteration 24Q: 3 clusters Score -46171.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -46171.609375 Penalty: 655.577576
	Iteration 25Q: 3 clusters Score -46171.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -46171.609375 Penalty: 655.577576
	Iteration 26F: 3 clusters Score -46171.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -6558.269531 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -6558.27 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 112 members 
Entering Unmasked Estep 
Score: -6263.142578 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -6263.143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6304.447754 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -6304.448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6322.689941 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -6322.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6329.364258 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -6329.364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6332.383789 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -6332.384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6338.041992 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -6338.042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6347.928223 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -6347.928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6357.063477 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -6357.063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6361.931152 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -6361.931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6363.645020 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -6363.645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6364.162598 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -6364.163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6364.484863 Penalty: 485.277405
	Iteration 11Q: 3 clusters Score -6364.485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6364.484863 Penalty: 485.277405
	Iteration 12F: 3 clusters Score -6364.485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Entering Unmasked Estep 
Score: -1004332.750000 Penalty: 462.943512
	Iteration 0F: 2 clusters Score -1004333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -986864.750000 Penalty: 925.887024
	Iteration 0F: 3 clusters Score -986864.8 nChanged 12479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -994838.250000 Penalty: 925.887024
	Iteration 1F: 3 clusters Score -994838.2 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -995871.312500 Penalty: 925.887024
	Iteration 2F: 3 clusters Score -995871.3 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -997100.625000 Penalty: 925.887024
	Iteration 3F: 3 clusters Score -997100.6 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -998403.937500 Penalty: 925.887024
	Iteration 4F: 3 clusters Score -998403.9 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -999469.125000 Penalty: 925.887024
	Iteration 5F: 3 clusters Score -999469.1 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1000091.000000 Penalty: 925.887024
	Iteration 6Q: 3 clusters Score -1000091 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1000394.687500 Penalty: 925.887024
	Iteration 7Q: 3 clusters Score -1000395 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1000528.875000 Penalty: 925.887024
	Iteration 8Q: 3 clusters Score -1000529 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1000615.625000 Penalty: 925.887024
	Iteration 9Q: 3 clusters Score -1000616 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -1000696.437500 Penalty: 925.887024
	Iteration 10Q: 3 clusters Score -1000696 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1000786.750000 Penalty: 925.887024
	Iteration 11Q: 3 clusters Score -1000787 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -1000890.250000 Penalty: 925.887024
	Iteration 12Q: 3 clusters Score -1000890 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -1001016.937500 Penalty: 925.887024
	Iteration 13Q: 3 clusters Score -1001017 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -1001145.812500 Penalty: 925.887024
	Iteration 14Q: 3 clusters Score -1001146 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -1001286.562500 Penalty: 925.887024
	Iteration 15Q: 3 clusters Score -1001287 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -1001426.437500 Penalty: 925.887024
	Iteration 16Q: 3 clusters Score -1001426 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -1001590.125000 Penalty: 925.887024
	Iteration 17Q: 3 clusters Score -1001590 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -1001759.437500 Penalty: 925.887024
	Iteration 18Q: 3 clusters Score -1001759 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -1001966.312500 Penalty: 925.887024
	Iteration 19Q: 3 clusters Score -1001966 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -1002213.375000 Penalty: 925.887024
	Iteration 20F: 3 clusters Score -1002213 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -1002496.562500 Penalty: 925.887024
	Iteration 21Q: 3 clusters Score -1002497 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -1002796.312500 Penalty: 925.887024
	Iteration 22Q: 3 clusters Score -1002796 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -1003086.875000 Penalty: 925.887024
	Iteration 23Q: 3 clusters Score -1003087 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -1003325.500000 Penalty: 925.887024
	Iteration 24Q: 3 clusters Score -1003326 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -1003513.000000 Penalty: 925.887024
	Iteration 25Q: 3 clusters Score -1003513 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -1003617.062500 Penalty: 925.887024
	Iteration 26Q: 3 clusters Score -1003617 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -1003699.312500 Penalty: 925.887024
	Iteration 27Q: 3 clusters Score -1003699 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -1003763.375000 Penalty: 925.887024
	Iteration 28Q: 3 clusters Score -1003763 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -1003808.000000 Penalty: 925.887024
	Iteration 29Q: 3 clusters Score -1003808 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -1003856.562500 Penalty: 925.887024
	Iteration 30Q: 3 clusters Score -1003857 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -1003891.125000 Penalty: 925.887024
	Iteration 31Q: 3 clusters Score -1003891 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -1003923.187500 Penalty: 925.887024
	Iteration 32Q: 3 clusters Score -1003923 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -1003944.062500 Penalty: 925.887024
	Iteration 33Q: 3 clusters Score -1003944 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -1003958.937500 Penalty: 925.887024
	Iteration 34Q: 3 clusters Score -1003959 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -1003969.687500 Penalty: 925.887024
	Iteration 35Q: 3 clusters Score -1003970 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -1003979.875000 Penalty: 925.887024
	Iteration 36Q: 3 clusters Score -1003980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -1003987.375000 Penalty: 925.887024
	Iteration 37Q: 3 clusters Score -1003987 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -1003994.937500 Penalty: 925.887024
	Iteration 38Q: 3 clusters Score -1003995 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -1004007.187500 Penalty: 925.887024
	Iteration 39Q: 3 clusters Score -1004007 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -1004016.187500 Penalty: 925.887024
	Iteration 40F: 3 clusters Score -1004016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -1004030.125000 Penalty: 925.887024
	Iteration 41Q: 3 clusters Score -1004030 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -1004042.937500 Penalty: 925.887024
	Iteration 42Q: 3 clusters Score -1004043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -1004052.000000 Penalty: 925.887024
	Iteration 43Q: 3 clusters Score -1004052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -1004054.000000 Penalty: 925.887024
	Iteration 44Q: 3 clusters Score -1004054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -1004056.562500 Penalty: 925.887024
	Iteration 45Q: 3 clusters Score -1004057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -1004062.437500 Penalty: 925.887024
	Iteration 46Q: 3 clusters Score -1004062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -1004064.375000 Penalty: 925.887024
	Iteration 47Q: 3 clusters Score -1004064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -1004068.687500 Penalty: 925.887024
	Iteration 48Q: 3 clusters Score -1004069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -1004072.062500 Penalty: 925.887024
	Iteration 49Q: 3 clusters Score -1004072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -1004074.312500 Penalty: 925.887024
	Iteration 50Q: 3 clusters Score -1004074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -1004074.812500 Penalty: 925.887024
	Iteration 51Q: 3 clusters Score -1004075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -1004078.250000 Penalty: 925.887024
	Iteration 52Q: 3 clusters Score -1004078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -1004080.125000 Penalty: 925.887024
	Iteration 53Q: 3 clusters Score -1004080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -1004082.312500 Penalty: 925.887024
	Iteration 54Q: 3 clusters Score -1004082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -1004084.250000 Penalty: 925.887024
	Iteration 55Q: 3 clusters Score -1004084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -1004089.750000 Penalty: 925.887024
	Iteration 56Q: 3 clusters Score -1004090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -1004093.437500 Penalty: 925.887024
	Iteration 57Q: 3 clusters Score -1004093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -1004100.312500 Penalty: 925.887024
	Iteration 58Q: 3 clusters Score -1004100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -1004105.062500 Penalty: 925.887024
	Iteration 59Q: 3 clusters Score -1004105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -1004109.562500 Penalty: 925.887024
	Iteration 60F: 3 clusters Score -1004110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -1004111.312500 Penalty: 925.887024
	Iteration 61Q: 3 clusters Score -1004111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -1004116.250000 Penalty: 925.887024
	Iteration 62Q: 3 clusters Score -1004116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -1004121.812500 Penalty: 925.887024
	Iteration 63Q: 3 clusters Score -1004122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -1004123.687500 Penalty: 925.887024
	Iteration 64Q: 3 clusters Score -1004124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -1004126.937500 Penalty: 925.887024
	Iteration 65Q: 3 clusters Score -1004127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -1004129.312500 Penalty: 925.887024
	Iteration 66Q: 3 clusters Score -1004129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -1004132.312500 Penalty: 925.887024
	Iteration 67Q: 3 clusters Score -1004132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -1004136.500000 Penalty: 925.887024
	Iteration 68Q: 3 clusters Score -1004136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -1004139.625000 Penalty: 925.887024
	Iteration 69Q: 3 clusters Score -1004140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -1004141.437500 Penalty: 925.887024
	Iteration 70Q: 3 clusters Score -1004141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -1004143.250000 Penalty: 925.887024
	Iteration 71Q: 3 clusters Score -1004143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -1004143.062500 Penalty: 925.887024
	Iteration 72Q: 3 clusters Score -1004143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -1004142.625000 Penalty: 925.887024
	Iteration 73Q: 3 clusters Score -1004143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -1004143.562500 Penalty: 925.887024
	Iteration 74Q: 3 clusters Score -1004144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -1004142.062500 Penalty: 925.887024
	Iteration 75Q: 3 clusters Score -1004142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -1004143.375000 Penalty: 925.887024
	Iteration 76Q: 3 clusters Score -1004143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -1004144.187500 Penalty: 925.887024
	Iteration 77Q: 3 clusters Score -1004144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -1004144.750000 Penalty: 925.887024
	Iteration 78Q: 3 clusters Score -1004145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -1004144.437500 Penalty: 925.887024
	Iteration 79Q: 3 clusters Score -1004144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -1004145.125000 Penalty: 925.887024
	Iteration 80F: 3 clusters Score -1004145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -1004145.062500 Penalty: 925.887024
	Iteration 81Q: 3 clusters Score -1004145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -1004145.937500 Penalty: 925.887024
	Iteration 82Q: 3 clusters Score -1004146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -1004145.687500 Penalty: 925.887024
	Iteration 83Q: 3 clusters Score -1004146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -1004147.625000 Penalty: 925.887024
	Iteration 84Q: 3 clusters Score -1004148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -1004149.750000 Penalty: 925.887024
	Iteration 85Q: 3 clusters Score -1004150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -1004152.937500 Penalty: 925.887024
	Iteration 86Q: 3 clusters Score -1004153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -1004154.125000 Penalty: 925.887024
	Iteration 87Q: 3 clusters Score -1004154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -1004152.812500 Penalty: 925.887024
	Iteration 88Q: 3 clusters Score -1004153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -1004154.437500 Penalty: 925.887024
	Iteration 89Q: 3 clusters Score -1004154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -1004153.875000 Penalty: 925.887024
	Iteration 90Q: 3 clusters Score -1004154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -1004154.062500 Penalty: 925.887024
	Iteration 91Q: 3 clusters Score -1004154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -1004154.562500 Penalty: 925.887024
	Iteration 92Q: 3 clusters Score -1004155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -1004155.375000 Penalty: 925.887024
	Iteration 93Q: 3 clusters Score -1004155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -1004155.625000 Penalty: 925.887024
	Iteration 94Q: 3 clusters Score -1004156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -1004154.750000 Penalty: 925.887024
	Iteration 95Q: 3 clusters Score -1004155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -1004154.750000 Penalty: 925.887024
	Iteration 96F: 3 clusters Score -1004155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -17211.029297 Penalty: 283.754822
	Iteration 0F: 2 clusters Score -17211.03 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 242 members 
Entering Unmasked Estep 
Score: -16731.232422 Penalty: 567.509644
	Iteration 0F: 3 clusters Score -16731.23 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -16884.375000 Penalty: 567.509644
	Iteration 1F: 3 clusters Score -16884.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -16943.955078 Penalty: 567.509644
	Iteration 2F: 3 clusters Score -16943.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -16972.990234 Penalty: 567.509644
	Iteration 3F: 3 clusters Score -16972.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -16985.425781 Penalty: 567.509644
	Iteration 4Q: 3 clusters Score -16985.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -17000.789062 Penalty: 567.509644
	Iteration 5Q: 3 clusters Score -17000.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -17009.166016 Penalty: 567.509644
	Iteration 6Q: 3 clusters Score -17009.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -17016.089844 Penalty: 567.509644
	Iteration 7Q: 3 clusters Score -17016.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -17021.677734 Penalty: 567.509644
	Iteration 8Q: 3 clusters Score -17021.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -17025.927734 Penalty: 567.509644
	Iteration 9Q: 3 clusters Score -17025.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -17026.367188 Penalty: 567.509644
	Iteration 10Q: 3 clusters Score -17026.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -17026.367188 Penalty: 567.509644
	Iteration 11F: 3 clusters Score -17026.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -24144.412109 Penalty: 293.063080
	Iteration 0F: 2 clusters Score -24144.41 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 307 members 
Entering Unmasked Estep 
Score: -23581.392578 Penalty: 586.126160
	Iteration 0F: 3 clusters Score -23581.39 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -23754.111328 Penalty: 586.126160
	Iteration 1F: 3 clusters Score -23754.11 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -23812.787109 Penalty: 586.126160
	Iteration 2F: 3 clusters Score -23812.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -23854.427734 Penalty: 586.126160
	Iteration 3F: 3 clusters Score -23854.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -23895.103516 Penalty: 586.126160
	Iteration 4F: 3 clusters Score -23895.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -23917.101562 Penalty: 586.126160
	Iteration 5Q: 3 clusters Score -23917.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -23945.550781 Penalty: 586.126160
	Iteration 6Q: 3 clusters Score -23945.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -23965.771484 Penalty: 586.126160
	Iteration 7Q: 3 clusters Score -23965.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -23977.322266 Penalty: 586.126160
	Iteration 8Q: 3 clusters Score -23977.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -23983.113281 Penalty: 586.126160
	Iteration 9Q: 3 clusters Score -23983.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -23986.070312 Penalty: 586.126160
	Iteration 10Q: 3 clusters Score -23986.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -23986.416016 Penalty: 586.126160
	Iteration 11Q: 3 clusters Score -23986.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -23986.779297 Penalty: 586.126160
	Iteration 12Q: 3 clusters Score -23986.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -23986.779297 Penalty: 586.126160
	Iteration 13F: 3 clusters Score -23986.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -64032.609375 Penalty: 335.602631
	Iteration 0F: 2 clusters Score -64032.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -62839.566406 Penalty: 671.205261
	Iteration 0F: 3 clusters Score -62839.57 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -63248.031250 Penalty: 671.205261
	Iteration 1F: 3 clusters Score -63248.03 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -63356.988281 Penalty: 671.205261
	Iteration 2F: 3 clusters Score -63356.99 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -63434.953125 Penalty: 671.205261
	Iteration 3F: 3 clusters Score -63434.95 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -63490.605469 Penalty: 671.205261
	Iteration 4F: 3 clusters Score -63490.61 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -63525.531250 Penalty: 671.205261
	Iteration 5Q: 3 clusters Score -63525.53 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -63555.128906 Penalty: 671.205261
	Iteration 6Q: 3 clusters Score -63555.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -63573.789062 Penalty: 671.205261
	Iteration 7Q: 3 clusters Score -63573.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -63586.265625 Penalty: 671.205261
	Iteration 8Q: 3 clusters Score -63586.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -63595.234375 Penalty: 671.205261
	Iteration 9Q: 3 clusters Score -63595.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -63601.468750 Penalty: 671.205261
	Iteration 10Q: 3 clusters Score -63601.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -63606.093750 Penalty: 671.205261
	Iteration 11Q: 3 clusters Score -63606.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -63610.101562 Penalty: 671.205261
	Iteration 12Q: 3 clusters Score -63610.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -63615.320312 Penalty: 671.205261
	Iteration 13Q: 3 clusters Score -63615.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -63618.660156 Penalty: 671.205261
	Iteration 14Q: 3 clusters Score -63618.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -63623.875000 Penalty: 671.205261
	Iteration 15Q: 3 clusters Score -63623.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -63632.316406 Penalty: 671.205261
	Iteration 16Q: 3 clusters Score -63632.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -63640.953125 Penalty: 671.205261
	Iteration 17Q: 3 clusters Score -63640.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -63648.371094 Penalty: 671.205261
	Iteration 18Q: 3 clusters Score -63648.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -63655.089844 Penalty: 671.205261
	Iteration 19Q: 3 clusters Score -63655.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -63659.003906 Penalty: 671.205261
	Iteration 20F: 3 clusters Score -63659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -63664.515625 Penalty: 671.205261
	Iteration 21Q: 3 clusters Score -63664.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -63670.042969 Penalty: 671.205261
	Iteration 22Q: 3 clusters Score -63670.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -63680.140625 Penalty: 671.205261
	Iteration 23Q: 3 clusters Score -63680.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -63690.214844 Penalty: 671.205261
	Iteration 24Q: 3 clusters Score -63690.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -63700.539062 Penalty: 671.205261
	Iteration 25Q: 3 clusters Score -63700.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -63712.324219 Penalty: 671.205261
	Iteration 26Q: 3 clusters Score -63712.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -63715.683594 Penalty: 671.205261
	Iteration 27Q: 3 clusters Score -63715.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -63716.710938 Penalty: 671.205261
	Iteration 28Q: 3 clusters Score -63716.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -63717.765625 Penalty: 671.205261
	Iteration 29Q: 3 clusters Score -63717.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -63718.593750 Penalty: 671.205261
	Iteration 30Q: 3 clusters Score -63718.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -63718.593750 Penalty: 671.205261
	Iteration 31F: 3 clusters Score -63718.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -68240.265625 Penalty: 345.909271
	Iteration 0F: 2 clusters Score -68240.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -66792.906250 Penalty: 691.818542
	Iteration 0F: 3 clusters Score -66792.91 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -67375.796875 Penalty: 691.818542
	Iteration 1F: 3 clusters Score -67375.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -67475.304688 Penalty: 691.818542
	Iteration 2F: 3 clusters Score -67475.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -67555.156250 Penalty: 691.818542
	Iteration 3F: 3 clusters Score -67555.16 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -67654.570312 Penalty: 691.818542
	Iteration 4Q: 3 clusters Score -67654.57 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -67736.820312 Penalty: 691.818542
	Iteration 5Q: 3 clusters Score -67736.82 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -67845.671875 Penalty: 691.818542
	Iteration 6F: 3 clusters Score -67845.67 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -67967.757812 Penalty: 691.818542
	Iteration 7F: 3 clusters Score -67967.76 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -68081.796875 Penalty: 691.818542
	Iteration 8F: 3 clusters Score -68081.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -68158.039062 Penalty: 691.818542
	Iteration 9Q: 3 clusters Score -68158.04 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -68210.945312 Penalty: 691.818542
	Iteration 10Q: 3 clusters Score -68210.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -68262.523438 Penalty: 691.818542
	Iteration 11Q: 3 clusters Score -68262.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -68293.757812 Penalty: 691.818542
	Iteration 12Q: 3 clusters Score -68293.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -68314.898438 Penalty: 691.818542
	Iteration 13Q: 3 clusters Score -68314.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -68346.578125 Penalty: 691.818542
	Iteration 14Q: 3 clusters Score -68346.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -68372.570312 Penalty: 691.818542
	Iteration 15Q: 3 clusters Score -68372.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -68389.250000 Penalty: 691.818542
	Iteration 16Q: 3 clusters Score -68389.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -68401.726562 Penalty: 691.818542
	Iteration 17Q: 3 clusters Score -68401.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -68409.320312 Penalty: 691.818542
	Iteration 18Q: 3 clusters Score -68409.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -68417.421875 Penalty: 691.818542
	Iteration 19Q: 3 clusters Score -68417.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -68420.515625 Penalty: 691.818542
	Iteration 20F: 3 clusters Score -68420.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -68421.289062 Penalty: 691.818542
	Iteration 21Q: 3 clusters Score -68421.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -68421.289062 Penalty: 691.818542
	Iteration 22F: 3 clusters Score -68421.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1324 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 3145 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 6453 members 
Mstep: Class 7 contains 545 members 
Mstep: Class 8 contains 26637 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 3594 members 
Mstep: Class 11 contains 3339 members 
Mstep: Class 12 contains 283968 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57115 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 5996 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1239 members 
Mstep: Class 25 contains 13343 members 
Mstep: Class 26 contains 1631 members 
Mstep: Class 27 contains 2988 members 
Mstep: Class 28 contains 7154 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 207 members 
Mstep: Class 31 contains 26228 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 627 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 539 members 
Mstep: Class 36 contains 218063 members 
Mstep: Class 37 contains 2345 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14680 members 
Mstep: Class 41 contains 4008 members 
Mstep: Class 42 contains 217 members 
Mstep: Class 43 contains 1464 members 
Entering Unmasked Estep 
Score: -28355714.000000 Penalty: 26414.312500
Splitting cluster 35 changes total score from -28355844.000000 to -28355714.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (218063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218063 members 
Entering Unmasked Estep 
Score: -8981324.000000 Penalty: 559.310547
	Iteration 0F: 2 clusters Score -8981324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108901 members 
Mstep: Class 2 contains 109162 members 
Entering Unmasked Estep 
Score: -8832897.000000 Penalty: 1118.621094
	Iteration 0F: 3 clusters Score -8832897 nChanged 107287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98834 members 
Mstep: Class 2 contains 119229 members 
Entering Unmasked Estep 
Score: -8897460.000000 Penalty: 1118.621094
	Iteration 1F: 3 clusters Score -8897460 nChanged 10658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91318 members 
Mstep: Class 2 contains 126745 members 
Entering Unmasked Estep 
Score: -8901212.000000 Penalty: 1118.621094
	Iteration 2Q: 3 clusters Score -8901212 nChanged 13393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80533 members 
Mstep: Class 2 contains 137530 members 
Entering Unmasked Estep 
Score: -8908195.000000 Penalty: 1118.621094
	Iteration 3F: 3 clusters Score -8908195 nChanged 16027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66704 members 
Mstep: Class 2 contains 151359 members 
Entering Unmasked Estep 
Score: -8918310.000000 Penalty: 1118.621094
	Iteration 4F: 3 clusters Score -8918310 nChanged 17784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 167599 members 
Entering Unmasked Estep 
Score: -8932531.000000 Penalty: 1118.621094
	Iteration 5F: 3 clusters Score -8932531 nChanged 17282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 184113 members 
Entering Unmasked Estep 
Score: -8948602.000000 Penalty: 1118.621094
	Iteration 6F: 3 clusters Score -8948602 nChanged 13992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 197907 members 
Entering Unmasked Estep 
Score: -8962576.000000 Penalty: 1118.621094
	Iteration 7F: 3 clusters Score -8962576 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 206805 members 
Entering Unmasked Estep 
Score: -8971442.000000 Penalty: 1118.621094
	Iteration 8Q: 3 clusters Score -8971442 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 211697 members 
Entering Unmasked Estep 
Score: -8976253.000000 Penalty: 1118.621094
	Iteration 9Q: 3 clusters Score -8976253 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 214093 members 
Entering Unmasked Estep 
Score: -8978612.000000 Penalty: 1118.621094
	Iteration 10Q: 3 clusters Score -8978612 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 215220 members 
Entering Unmasked Estep 
Score: -8979715.000000 Penalty: 1118.621094
	Iteration 11Q: 3 clusters Score -8979715 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 215781 members 
Entering Unmasked Estep 
Score: -8980202.000000 Penalty: 1118.621094
	Iteration 12Q: 3 clusters Score -8980202 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 216143 members 
Entering Unmasked Estep 
Score: -8980406.000000 Penalty: 1118.621094
	Iteration 13Q: 3 clusters Score -8980406 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 216372 members 
Entering Unmasked Estep 
Score: -8980514.000000 Penalty: 1118.621094
	Iteration 14Q: 3 clusters Score -8980514 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 216564 members 
Entering Unmasked Estep 
Score: -8980602.000000 Penalty: 1118.621094
	Iteration 15Q: 3 clusters Score -8980602 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 216728 members 
Entering Unmasked Estep 
Score: -8980687.000000 Penalty: 1118.621094
	Iteration 16Q: 3 clusters Score -8980687 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 216866 members 
Entering Unmasked Estep 
Score: -8980744.000000 Penalty: 1118.621094
	Iteration 17Q: 3 clusters Score -8980744 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 216977 members 
Entering Unmasked Estep 
Score: -8980805.000000 Penalty: 1118.621094
	Iteration 18Q: 3 clusters Score -8980805 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 217064 members 
Entering Unmasked Estep 
Score: -8980833.000000 Penalty: 1118.621094
	Iteration 19Q: 3 clusters Score -8980833 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 217129 members 
Entering Unmasked Estep 
Score: -8980849.000000 Penalty: 1118.621094
	Iteration 20F: 3 clusters Score -8980849 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 217182 members 
Entering Unmasked Estep 
Score: -8980870.000000 Penalty: 1118.621094
	Iteration 21Q: 3 clusters Score -8980870 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 217231 members 
Entering Unmasked Estep 
Score: -8980890.000000 Penalty: 1118.621094
	Iteration 22Q: 3 clusters Score -8980890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 217272 members 
Entering Unmasked Estep 
Score: -8980905.000000 Penalty: 1118.621094
	Iteration 23Q: 3 clusters Score -8980905 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 217306 members 
Entering Unmasked Estep 
Score: -8980922.000000 Penalty: 1118.621094
	Iteration 24Q: 3 clusters Score -8980922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 217331 members 
Entering Unmasked Estep 
Score: -8980928.000000 Penalty: 1118.621094
	Iteration 25Q: 3 clusters Score -8980928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 217347 members 
Entering Unmasked Estep 
Score: -8980937.000000 Penalty: 1118.621094
	Iteration 26Q: 3 clusters Score -8980937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 217357 members 
Entering Unmasked Estep 
Score: -8980942.000000 Penalty: 1118.621094
	Iteration 27Q: 3 clusters Score -8980942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 217365 members 
Entering Unmasked Estep 
Score: -8980944.000000 Penalty: 1118.621094
	Iteration 28Q: 3 clusters Score -8980944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 217379 members 
Entering Unmasked Estep 
Score: -8980947.000000 Penalty: 1118.621094
	Iteration 29Q: 3 clusters Score -8980947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 217387 members 
Entering Unmasked Estep 
Score: -8980932.000000 Penalty: 1118.621094
	Iteration 30Q: 3 clusters Score -8980932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 217389 members 
Entering Unmasked Estep 
Score: -8980936.000000 Penalty: 1118.621094
	Iteration 31Q: 3 clusters Score -8980936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 217392 members 
Entering Unmasked Estep 
Score: -8980936.000000 Penalty: 1118.621094
	Iteration 32Q: 3 clusters Score -8980936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 217395 members 
Entering Unmasked Estep 
Score: -8980939.000000 Penalty: 1118.621094
	Iteration 33Q: 3 clusters Score -8980939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 217400 members 
Entering Unmasked Estep 
Score: -8980942.000000 Penalty: 1118.621094
	Iteration 34Q: 3 clusters Score -8980942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 217402 members 
Entering Unmasked Estep 
Score: -8980941.000000 Penalty: 1118.621094
	Iteration 35Q: 3 clusters Score -8980941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 217406 members 
Entering Unmasked Estep 
Score: -8980940.000000 Penalty: 1118.621094
	Iteration 36Q: 3 clusters Score -8980940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 217407 members 
Entering Unmasked Estep 
Score: -8980938.000000 Penalty: 1118.621094
	Iteration 37Q: 3 clusters Score -8980938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 217411 members 
Entering Unmasked Estep 
Score: -8980945.000000 Penalty: 1118.621094
	Iteration 38Q: 3 clusters Score -8980945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 217421 members 
Entering Unmasked Estep 
Score: -8980944.000000 Penalty: 1118.621094
	Iteration 39Q: 3 clusters Score -8980944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 217430 members 
Entering Unmasked Estep 
Score: -8980944.000000 Penalty: 1118.621094
	Iteration 40F: 3 clusters Score -8980944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 217436 members 
Entering Unmasked Estep 
Score: -8980940.000000 Penalty: 1118.621094
	Iteration 41Q: 3 clusters Score -8980940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 217439 members 
Entering Unmasked Estep 
Score: -8980939.000000 Penalty: 1118.621094
	Iteration 42Q: 3 clusters Score -8980939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 217443 members 
Entering Unmasked Estep 
Score: -8980942.000000 Penalty: 1118.621094
	Iteration 43Q: 3 clusters Score -8980942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 217447 members 
Entering Unmasked Estep 
Score: -8980944.000000 Penalty: 1118.621094
	Iteration 44Q: 3 clusters Score -8980944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 217454 members 
Entering Unmasked Estep 
Score: -8980943.000000 Penalty: 1118.621094
	Iteration 45Q: 3 clusters Score -8980943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 217461 members 
Entering Unmasked Estep 
Score: -8980949.000000 Penalty: 1118.621094
	Iteration 46Q: 3 clusters Score -8980949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 217463 members 
Entering Unmasked Estep 
Score: -8980953.000000 Penalty: 1118.621094
	Iteration 47Q: 3 clusters Score -8980953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 217472 members 
Entering Unmasked Estep 
Score: -8980956.000000 Penalty: 1118.621094
	Iteration 48Q: 3 clusters Score -8980956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 217479 members 
Entering Unmasked Estep 
Score: -8980952.000000 Penalty: 1118.621094
	Iteration 49Q: 3 clusters Score -8980952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 217486 members 
Entering Unmasked Estep 
Score: -8980954.000000 Penalty: 1118.621094
	Iteration 50Q: 3 clusters Score -8980954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 217493 members 
Entering Unmasked Estep 
Score: -8980957.000000 Penalty: 1118.621094
	Iteration 51Q: 3 clusters Score -8980957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 217498 members 
Entering Unmasked Estep 
Score: -8980955.000000 Penalty: 1118.621094
	Iteration 52Q: 3 clusters Score -8980955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 217500 members 
Entering Unmasked Estep 
Score: -8980960.000000 Penalty: 1118.621094
	Iteration 53Q: 3 clusters Score -8980960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 217502 members 
Entering Unmasked Estep 
Score: -8980958.000000 Penalty: 1118.621094
	Iteration 54Q: 3 clusters Score -8980958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 217510 members 
Entering Unmasked Estep 
Score: -8980963.000000 Penalty: 1118.621094
	Iteration 55Q: 3 clusters Score -8980963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 217514 members 
Entering Unmasked Estep 
Score: -8980961.000000 Penalty: 1118.621094
	Iteration 56Q: 3 clusters Score -8980961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 217520 members 
Entering Unmasked Estep 
Score: -8980971.000000 Penalty: 1118.621094
	Iteration 57Q: 3 clusters Score -8980971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 217529 members 
Entering Unmasked Estep 
Score: -8980965.000000 Penalty: 1118.621094
	Iteration 58Q: 3 clusters Score -8980965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 217540 members 
Entering Unmasked Estep 
Score: -8980969.000000 Penalty: 1118.621094
	Iteration 59Q: 3 clusters Score -8980969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 217553 members 
Entering Unmasked Estep 
Score: -8980967.000000 Penalty: 1118.621094
	Iteration 60F: 3 clusters Score -8980967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 217562 members 
Entering Unmasked Estep 
Score: -8980964.000000 Penalty: 1118.621094
	Iteration 61Q: 3 clusters Score -8980964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 217570 members 
Entering Unmasked Estep 
Score: -8980961.000000 Penalty: 1118.621094
	Iteration 62Q: 3 clusters Score -8980961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 217576 members 
Entering Unmasked Estep 
Score: -8980962.000000 Penalty: 1118.621094
	Iteration 63Q: 3 clusters Score -8980962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 217580 members 
Entering Unmasked Estep 
Score: -8980966.000000 Penalty: 1118.621094
	Iteration 64Q: 3 clusters Score -8980966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 217583 members 
Entering Unmasked Estep 
Score: -8980966.000000 Penalty: 1118.621094
	Iteration 65Q: 3 clusters Score -8980966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 217588 members 
Entering Unmasked Estep 
Score: -8980966.000000 Penalty: 1118.621094
	Iteration 66Q: 3 clusters Score -8980966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 217590 members 
Entering Unmasked Estep 
Score: -8980964.000000 Penalty: 1118.621094
	Iteration 67Q: 3 clusters Score -8980964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 217592 members 
Entering Unmasked Estep 
Score: -8980969.000000 Penalty: 1118.621094
	Iteration 68Q: 3 clusters Score -8980969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 217592 members 
Entering Unmasked Estep 
Score: -8980969.000000 Penalty: 1118.621094
	Iteration 69F: 3 clusters Score -8980969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -84008.757812 Penalty: 353.081848
	Iteration 0F: 2 clusters Score -84008.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -82364.781250 Penalty: 706.163696
	Iteration 0F: 3 clusters Score -82364.78 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -82955.015625 Penalty: 706.163696
	Iteration 1F: 3 clusters Score -82955.02 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -83071.921875 Penalty: 706.163696
	Iteration 2F: 3 clusters Score -83071.92 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -83216.085938 Penalty: 706.163696
	Iteration 3F: 3 clusters Score -83216.09 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -83352.554688 Penalty: 706.163696
	Iteration 4F: 3 clusters Score -83352.55 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -83463.453125 Penalty: 706.163696
	Iteration 5F: 3 clusters Score -83463.45 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -83556.664062 Penalty: 706.163696
	Iteration 6Q: 3 clusters Score -83556.66 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -83653.289062 Penalty: 706.163696
	Iteration 7Q: 3 clusters Score -83653.29 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -83718.554688 Penalty: 706.163696
	Iteration 8Q: 3 clusters Score -83718.55 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -83754.437500 Penalty: 706.163696
	Iteration 9Q: 3 clusters Score -83754.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -83775.507812 Penalty: 706.163696
	Iteration 10Q: 3 clusters Score -83775.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -83796.296875 Penalty: 706.163696
	Iteration 11Q: 3 clusters Score -83796.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -83810.328125 Penalty: 706.163696
	Iteration 12Q: 3 clusters Score -83810.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -83826.882812 Penalty: 706.163696
	Iteration 13Q: 3 clusters Score -83826.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -83841.234375 Penalty: 706.163696
	Iteration 14Q: 3 clusters Score -83841.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -83850.562500 Penalty: 706.163696
	Iteration 15Q: 3 clusters Score -83850.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -83860.179688 Penalty: 706.163696
	Iteration 16Q: 3 clusters Score -83860.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -83872.117188 Penalty: 706.163696
	Iteration 17Q: 3 clusters Score -83872.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -83901.140625 Penalty: 706.163696
	Iteration 18Q: 3 clusters Score -83901.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -83928.093750 Penalty: 706.163696
	Iteration 19Q: 3 clusters Score -83928.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -83950.921875 Penalty: 706.163696
	Iteration 20F: 3 clusters Score -83950.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -83970.812500 Penalty: 706.163696
	Iteration 21Q: 3 clusters Score -83970.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -84000.960938 Penalty: 706.163696
	Iteration 22Q: 3 clusters Score -84000.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -84035.101562 Penalty: 706.163696
	Iteration 23Q: 3 clusters Score -84035.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -84061.679688 Penalty: 706.163696
	Iteration 24Q: 3 clusters Score -84061.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -84088.828125 Penalty: 706.163696
	Iteration 25Q: 3 clusters Score -84088.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -84110.179688 Penalty: 706.163696
	Iteration 26Q: 3 clusters Score -84110.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -84122.929688 Penalty: 706.163696
	Iteration 27Q: 3 clusters Score -84122.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -84133.812500 Penalty: 706.163696
	Iteration 28Q: 3 clusters Score -84133.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -84140.601562 Penalty: 706.163696
	Iteration 29Q: 3 clusters Score -84140.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -84145.140625 Penalty: 706.163696
	Iteration 30Q: 3 clusters Score -84145.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -84153.664062 Penalty: 706.163696
	Iteration 31Q: 3 clusters Score -84153.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -84159.078125 Penalty: 706.163696
	Iteration 32Q: 3 clusters Score -84159.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -84163.335938 Penalty: 706.163696
	Iteration 33Q: 3 clusters Score -84163.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -84164.492188 Penalty: 706.163696
	Iteration 34Q: 3 clusters Score -84164.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -84166.554688 Penalty: 706.163696
	Iteration 35Q: 3 clusters Score -84166.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -84168.242188 Penalty: 706.163696
	Iteration 36Q: 3 clusters Score -84168.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -84169.671875 Penalty: 706.163696
	Iteration 37Q: 3 clusters Score -84169.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -84170.000000 Penalty: 706.163696
	Iteration 38Q: 3 clusters Score -84170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -84169.992188 Penalty: 706.163696
	Iteration 39Q: 3 clusters Score -84169.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -84174.304688 Penalty: 706.163696
	Iteration 40F: 3 clusters Score -84174.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -84176.296875 Penalty: 706.163696
	Iteration 41Q: 3 clusters Score -84176.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -84177.593750 Penalty: 706.163696
	Iteration 42Q: 3 clusters Score -84177.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -84179.265625 Penalty: 706.163696
	Iteration 43Q: 3 clusters Score -84179.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -84180.382812 Penalty: 706.163696
	Iteration 44Q: 3 clusters Score -84180.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -84181.765625 Penalty: 706.163696
	Iteration 45Q: 3 clusters Score -84181.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -84182.937500 Penalty: 706.163696
	Iteration 46Q: 3 clusters Score -84182.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -84184.210938 Penalty: 706.163696
	Iteration 47Q: 3 clusters Score -84184.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -84184.781250 Penalty: 706.163696
	Iteration 48Q: 3 clusters Score -84184.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -84185.296875 Penalty: 706.163696
	Iteration 49Q: 3 clusters Score -84185.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -84186.156250 Penalty: 706.163696
	Iteration 50Q: 3 clusters Score -84186.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -84188.664062 Penalty: 706.163696
	Iteration 51Q: 3 clusters Score -84188.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -84191.500000 Penalty: 706.163696
	Iteration 52Q: 3 clusters Score -84191.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -84198.101562 Penalty: 706.163696
	Iteration 53Q: 3 clusters Score -84198.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -84203.093750 Penalty: 706.163696
	Iteration 54Q: 3 clusters Score -84203.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -84210.960938 Penalty: 706.163696
	Iteration 55Q: 3 clusters Score -84210.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -84221.156250 Penalty: 706.163696
	Iteration 56Q: 3 clusters Score -84221.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -84241.976562 Penalty: 706.163696
	Iteration 57Q: 3 clusters Score -84241.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -84281.671875 Penalty: 706.163696
	Iteration 58Q: 3 clusters Score -84281.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -84337.882812 Penalty: 706.163696
	Iteration 59Q: 3 clusters Score -84337.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -84397.265625 Penalty: 706.163696
	Iteration 60F: 3 clusters Score -84397.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -84452.765625 Penalty: 706.163696
	Iteration 61Q: 3 clusters Score -84452.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -84466.164062 Penalty: 706.163696
	Iteration 62Q: 3 clusters Score -84466.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -84469.765625 Penalty: 706.163696
	Iteration 63Q: 3 clusters Score -84469.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -84471.492188 Penalty: 706.163696
	Iteration 64Q: 3 clusters Score -84471.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -84471.882812 Penalty: 706.163696
	Iteration 65Q: 3 clusters Score -84471.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -84472.187500 Penalty: 706.163696
	Iteration 66Q: 3 clusters Score -84472.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -84472.187500 Penalty: 706.163696
	Iteration 67F: 3 clusters Score -84472.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1324 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 3145 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 6453 members 
Mstep: Class 7 contains 545 members 
Mstep: Class 8 contains 26637 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 3594 members 
Mstep: Class 11 contains 3339 members 
Mstep: Class 12 contains 283968 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57115 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 5996 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1239 members 
Mstep: Class 25 contains 13343 members 
Mstep: Class 26 contains 1631 members 
Mstep: Class 27 contains 2988 members 
Mstep: Class 28 contains 7154 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 207 members 
Mstep: Class 31 contains 26228 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 627 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2003 members 
Mstep: Class 36 contains 218063 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14680 members 
Mstep: Class 41 contains 4008 members 
Mstep: Class 42 contains 217 members 
Mstep: Class 43 contains 1230 members 
Entering Unmasked Estep 
Score: -28356002.000000 Penalty: 26414.312500
Splitting cluster 37 changes total score from -28355844.000000 to -28356002.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 38 (1421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Entering Unmasked Estep 
Score: -56995.929688 Penalty: 330.289795
	Iteration 0F: 2 clusters Score -56995.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -55926.613281 Penalty: 660.579590
	Iteration 0F: 3 clusters Score -55926.61 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -56239.652344 Penalty: 660.579590
	Iteration 1F: 3 clusters Score -56239.65 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -56300.343750 Penalty: 660.579590
	Iteration 2F: 3 clusters Score -56300.34 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -56338.281250 Penalty: 660.579590
	Iteration 3F: 3 clusters Score -56338.28 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -56379.074219 Penalty: 660.579590
	Iteration 4Q: 3 clusters Score -56379.07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -56431.585938 Penalty: 660.579590
	Iteration 5Q: 3 clusters Score -56431.59 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -56479.839844 Penalty: 660.579590
	Iteration 6Q: 3 clusters Score -56479.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -56528.652344 Penalty: 660.579590
	Iteration 7Q: 3 clusters Score -56528.65 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -56570.734375 Penalty: 660.579590
	Iteration 8Q: 3 clusters Score -56570.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -56599.679688 Penalty: 660.579590
	Iteration 9Q: 3 clusters Score -56599.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -56625.835938 Penalty: 660.579590
	Iteration 10Q: 3 clusters Score -56625.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -56643.414062 Penalty: 660.579590
	Iteration 11Q: 3 clusters Score -56643.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -56655.843750 Penalty: 660.579590
	Iteration 12Q: 3 clusters Score -56655.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -56664.562500 Penalty: 660.579590
	Iteration 13Q: 3 clusters Score -56664.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -56670.921875 Penalty: 660.579590
	Iteration 14Q: 3 clusters Score -56670.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -56674.953125 Penalty: 660.579590
	Iteration 15Q: 3 clusters Score -56674.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -56679.292969 Penalty: 660.579590
	Iteration 16Q: 3 clusters Score -56679.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -56683.238281 Penalty: 660.579590
	Iteration 17Q: 3 clusters Score -56683.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -56683.621094 Penalty: 660.579590
	Iteration 18Q: 3 clusters Score -56683.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -56684.136719 Penalty: 660.579590
	Iteration 19Q: 3 clusters Score -56684.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -56684.914062 Penalty: 660.579590
	Iteration 20F: 3 clusters Score -56684.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -56685.621094 Penalty: 660.579590
	Iteration 21Q: 3 clusters Score -56685.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -56685.621094 Penalty: 660.579590
	Iteration 22F: 3 clusters Score -56685.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -27301.369141 Penalty: 298.783600
	Iteration 0F: 2 clusters Score -27301.37 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: -26677.605469 Penalty: 597.567200
	Iteration 0F: 3 clusters Score -26677.61 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -26850.820312 Penalty: 597.567200
	Iteration 1F: 3 clusters Score -26850.82 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -26898.990234 Penalty: 597.567200
	Iteration 2F: 3 clusters Score -26898.99 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -26922.572266 Penalty: 597.567200
	Iteration 3F: 3 clusters Score -26922.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -26933.341797 Penalty: 597.567200
	Iteration 4Q: 3 clusters Score -26933.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26940.548828 Penalty: 597.567200
	Iteration 5Q: 3 clusters Score -26940.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -26946.253906 Penalty: 597.567200
	Iteration 6Q: 3 clusters Score -26946.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26949.423828 Penalty: 597.567200
	Iteration 7Q: 3 clusters Score -26949.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26950.505859 Penalty: 597.567200
	Iteration 8Q: 3 clusters Score -26950.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -26951.640625 Penalty: 597.567200
	Iteration 9Q: 3 clusters Score -26951.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26952.238281 Penalty: 597.567200
	Iteration 10Q: 3 clusters Score -26952.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -26952.453125 Penalty: 597.567200
	Iteration 11Q: 3 clusters Score -26952.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -26952.921875 Penalty: 597.567200
	Iteration 12Q: 3 clusters Score -26952.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26953.570312 Penalty: 597.567200
	Iteration 13Q: 3 clusters Score -26953.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -26953.683594 Penalty: 597.567200
	Iteration 14Q: 3 clusters Score -26953.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26953.841797 Penalty: 597.567200
	Iteration 15Q: 3 clusters Score -26953.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26953.841797 Penalty: 597.567200
	Iteration 16F: 3 clusters Score -26953.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Entering Unmasked Estep 
Score: -596280.000000 Penalty: 436.537964
	Iteration 0F: 2 clusters Score -596280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -586481.562500 Penalty: 873.075928
	Iteration 0F: 3 clusters Score -586481.6 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -590489.000000 Penalty: 873.075928
	Iteration 1F: 3 clusters Score -590489 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -590804.500000 Penalty: 873.075928
	Iteration 2F: 3 clusters Score -590804.5 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -591214.500000 Penalty: 873.075928
	Iteration 3F: 3 clusters Score -591214.5 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -591762.187500 Penalty: 873.075928
	Iteration 4F: 3 clusters Score -591762.2 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -592505.625000 Penalty: 873.075928
	Iteration 5F: 3 clusters Score -592505.6 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -593299.437500 Penalty: 873.075928
	Iteration 6F: 3 clusters Score -593299.4 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -593794.062500 Penalty: 873.075928
	Iteration 7F: 3 clusters Score -593794.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -594037.250000 Penalty: 873.075928
	Iteration 8Q: 3 clusters Score -594037.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -594145.125000 Penalty: 873.075928
	Iteration 9Q: 3 clusters Score -594145.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -594202.437500 Penalty: 873.075928
	Iteration 10Q: 3 clusters Score -594202.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -594263.187500 Penalty: 873.075928
	Iteration 11Q: 3 clusters Score -594263.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -594333.312500 Penalty: 873.075928
	Iteration 12Q: 3 clusters Score -594333.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -594406.000000 Penalty: 873.075928
	Iteration 13Q: 3 clusters Score -594406 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -594481.812500 Penalty: 873.075928
	Iteration 14Q: 3 clusters Score -594481.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -594559.125000 Penalty: 873.075928
	Iteration 15Q: 3 clusters Score -594559.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -594627.187500 Penalty: 873.075928
	Iteration 16Q: 3 clusters Score -594627.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -594686.812500 Penalty: 873.075928
	Iteration 17Q: 3 clusters Score -594686.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -594742.625000 Penalty: 873.075928
	Iteration 18Q: 3 clusters Score -594742.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -594793.375000 Penalty: 873.075928
	Iteration 19Q: 3 clusters Score -594793.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -594839.375000 Penalty: 873.075928
	Iteration 20F: 3 clusters Score -594839.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -594880.312500 Penalty: 873.075928
	Iteration 21Q: 3 clusters Score -594880.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -594915.937500 Penalty: 873.075928
	Iteration 22Q: 3 clusters Score -594915.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -594968.187500 Penalty: 873.075928
	Iteration 23Q: 3 clusters Score -594968.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -595012.500000 Penalty: 873.075928
	Iteration 24Q: 3 clusters Score -595012.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -595048.500000 Penalty: 873.075928
	Iteration 25Q: 3 clusters Score -595048.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -595079.375000 Penalty: 873.075928
	Iteration 26Q: 3 clusters Score -595079.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -595108.062500 Penalty: 873.075928
	Iteration 27Q: 3 clusters Score -595108.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -595147.000000 Penalty: 873.075928
	Iteration 28Q: 3 clusters Score -595147 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -595192.937500 Penalty: 873.075928
	Iteration 29Q: 3 clusters Score -595192.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -595229.062500 Penalty: 873.075928
	Iteration 30Q: 3 clusters Score -595229.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -595261.187500 Penalty: 873.075928
	Iteration 31Q: 3 clusters Score -595261.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -595292.562500 Penalty: 873.075928
	Iteration 32Q: 3 clusters Score -595292.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -595325.062500 Penalty: 873.075928
	Iteration 33Q: 3 clusters Score -595325.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -595366.000000 Penalty: 873.075928
	Iteration 34Q: 3 clusters Score -595366 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -595409.500000 Penalty: 873.075928
	Iteration 35Q: 3 clusters Score -595409.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -595452.062500 Penalty: 873.075928
	Iteration 36Q: 3 clusters Score -595452.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -595492.875000 Penalty: 873.075928
	Iteration 37Q: 3 clusters Score -595492.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -595524.687500 Penalty: 873.075928
	Iteration 38Q: 3 clusters Score -595524.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -595553.500000 Penalty: 873.075928
	Iteration 39Q: 3 clusters Score -595553.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -595581.062500 Penalty: 873.075928
	Iteration 40F: 3 clusters Score -595581.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -595600.875000 Penalty: 873.075928
	Iteration 41Q: 3 clusters Score -595600.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -595619.437500 Penalty: 873.075928
	Iteration 42Q: 3 clusters Score -595619.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -595641.375000 Penalty: 873.075928
	Iteration 43Q: 3 clusters Score -595641.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -595660.062500 Penalty: 873.075928
	Iteration 44Q: 3 clusters Score -595660.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -595675.625000 Penalty: 873.075928
	Iteration 45Q: 3 clusters Score -595675.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -595690.937500 Penalty: 873.075928
	Iteration 46Q: 3 clusters Score -595690.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -595698.062500 Penalty: 873.075928
	Iteration 47Q: 3 clusters Score -595698.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -595705.625000 Penalty: 873.075928
	Iteration 48Q: 3 clusters Score -595705.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -595712.250000 Penalty: 873.075928
	Iteration 49Q: 3 clusters Score -595712.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -595716.125000 Penalty: 873.075928
	Iteration 50Q: 3 clusters Score -595716.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -595720.687500 Penalty: 873.075928
	Iteration 51Q: 3 clusters Score -595720.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -595722.937500 Penalty: 873.075928
	Iteration 52Q: 3 clusters Score -595722.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -595728.500000 Penalty: 873.075928
	Iteration 53Q: 3 clusters Score -595728.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -595732.937500 Penalty: 873.075928
	Iteration 54Q: 3 clusters Score -595732.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -595737.687500 Penalty: 873.075928
	Iteration 55Q: 3 clusters Score -595737.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -595741.375000 Penalty: 873.075928
	Iteration 56Q: 3 clusters Score -595741.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -595746.937500 Penalty: 873.075928
	Iteration 57Q: 3 clusters Score -595746.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -595751.500000 Penalty: 873.075928
	Iteration 58Q: 3 clusters Score -595751.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -595761.375000 Penalty: 873.075928
	Iteration 59Q: 3 clusters Score -595761.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -595766.875000 Penalty: 873.075928
	Iteration 60F: 3 clusters Score -595766.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -595771.562500 Penalty: 873.075928
	Iteration 61Q: 3 clusters Score -595771.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -595773.875000 Penalty: 873.075928
	Iteration 62Q: 3 clusters Score -595773.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -595776.250000 Penalty: 873.075928
	Iteration 63Q: 3 clusters Score -595776.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -595776.562500 Penalty: 873.075928
	Iteration 64Q: 3 clusters Score -595776.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -595778.875000 Penalty: 873.075928
	Iteration 65Q: 3 clusters Score -595778.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -595782.000000 Penalty: 873.075928
	Iteration 66Q: 3 clusters Score -595782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -595782.562500 Penalty: 873.075928
	Iteration 67Q: 3 clusters Score -595782.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -595783.687500 Penalty: 873.075928
	Iteration 68Q: 3 clusters Score -595783.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -595784.312500 Penalty: 873.075928
	Iteration 69Q: 3 clusters Score -595784.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -595784.812500 Penalty: 873.075928
	Iteration 70Q: 3 clusters Score -595784.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -595786.937500 Penalty: 873.075928
	Iteration 71Q: 3 clusters Score -595786.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -595788.625000 Penalty: 873.075928
	Iteration 72Q: 3 clusters Score -595788.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -595790.125000 Penalty: 873.075928
	Iteration 73Q: 3 clusters Score -595790.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -595790.687500 Penalty: 873.075928
	Iteration 74Q: 3 clusters Score -595790.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -595792.937500 Penalty: 873.075928
	Iteration 75Q: 3 clusters Score -595792.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -595793.750000 Penalty: 873.075928
	Iteration 76Q: 3 clusters Score -595793.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -595797.375000 Penalty: 873.075928
	Iteration 77Q: 3 clusters Score -595797.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -595799.750000 Penalty: 873.075928
	Iteration 78Q: 3 clusters Score -595799.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -595804.500000 Penalty: 873.075928
	Iteration 79Q: 3 clusters Score -595804.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -595808.875000 Penalty: 873.075928
	Iteration 80F: 3 clusters Score -595808.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -595812.562500 Penalty: 873.075928
	Iteration 81Q: 3 clusters Score -595812.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -595813.375000 Penalty: 873.075928
	Iteration 82Q: 3 clusters Score -595813.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -595817.437500 Penalty: 873.075928
	Iteration 83Q: 3 clusters Score -595817.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -595818.812500 Penalty: 873.075928
	Iteration 84Q: 3 clusters Score -595818.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -595819.750000 Penalty: 873.075928
	Iteration 85Q: 3 clusters Score -595819.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -595823.562500 Penalty: 873.075928
	Iteration 86Q: 3 clusters Score -595823.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -595826.625000 Penalty: 873.075928
	Iteration 87Q: 3 clusters Score -595826.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -595829.812500 Penalty: 873.075928
	Iteration 88Q: 3 clusters Score -595829.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -595829.937500 Penalty: 873.075928
	Iteration 89Q: 3 clusters Score -595829.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -595830.312500 Penalty: 873.075928
	Iteration 90Q: 3 clusters Score -595830.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -595832.562500 Penalty: 873.075928
	Iteration 91Q: 3 clusters Score -595832.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -595835.250000 Penalty: 873.075928
	Iteration 92Q: 3 clusters Score -595835.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -595838.000000 Penalty: 873.075928
	Iteration 93Q: 3 clusters Score -595838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -595839.437500 Penalty: 873.075928
	Iteration 94Q: 3 clusters Score -595839.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -595842.250000 Penalty: 873.075928
	Iteration 95Q: 3 clusters Score -595842.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -595845.375000 Penalty: 873.075928
	Iteration 96Q: 3 clusters Score -595845.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -595844.937500 Penalty: 873.075928
	Iteration 97Q: 3 clusters Score -595844.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -595848.687500 Penalty: 873.075928
	Iteration 98Q: 3 clusters Score -595848.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -595849.625000 Penalty: 873.075928
	Iteration 99Q: 3 clusters Score -595849.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -595855.062500 Penalty: 873.075928
	Iteration 100F: 3 clusters Score -595855.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -595856.562500 Penalty: 873.075928
	Iteration 101Q: 3 clusters Score -595856.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -595859.625000 Penalty: 873.075928
	Iteration 102Q: 3 clusters Score -595859.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -595863.875000 Penalty: 873.075928
	Iteration 103Q: 3 clusters Score -595863.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -595867.187500 Penalty: 873.075928
	Iteration 104Q: 3 clusters Score -595867.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -595869.812500 Penalty: 873.075928
	Iteration 105Q: 3 clusters Score -595869.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -595873.625000 Penalty: 873.075928
	Iteration 106Q: 3 clusters Score -595873.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -595878.937500 Penalty: 873.075928
	Iteration 107Q: 3 clusters Score -595878.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -595883.250000 Penalty: 873.075928
	Iteration 108Q: 3 clusters Score -595883.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -595885.562500 Penalty: 873.075928
	Iteration 109Q: 3 clusters Score -595885.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -595887.000000 Penalty: 873.075928
	Iteration 110Q: 3 clusters Score -595887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -595887.375000 Penalty: 873.075928
	Iteration 111Q: 3 clusters Score -595887.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -595889.500000 Penalty: 873.075928
	Iteration 112Q: 3 clusters Score -595889.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -595891.500000 Penalty: 873.075928
	Iteration 113Q: 3 clusters Score -595891.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -595892.812500 Penalty: 873.075928
	Iteration 114Q: 3 clusters Score -595892.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -595893.187500 Penalty: 873.075928
	Iteration 115Q: 3 clusters Score -595893.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -595893.500000 Penalty: 873.075928
	Iteration 116Q: 3 clusters Score -595893.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -595893.500000 Penalty: 873.075928
	Iteration 117Q: 3 clusters Score -595893.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -595893.812500 Penalty: 873.075928
	Iteration 118Q: 3 clusters Score -595893.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -595894.625000 Penalty: 873.075928
	Iteration 119Q: 3 clusters Score -595894.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -595894.625000 Penalty: 873.075928
	Iteration 120F: 3 clusters Score -595894.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -595895.375000 Penalty: 873.075928
	Iteration 121Q: 3 clusters Score -595895.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -595896.437500 Penalty: 873.075928
	Iteration 122Q: 3 clusters Score -595896.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -595895.687500 Penalty: 873.075928
	Iteration 123Q: 3 clusters Score -595895.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -595897.000000 Penalty: 873.075928
	Iteration 124Q: 3 clusters Score -595897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -595896.125000 Penalty: 873.075928
	Iteration 125Q: 3 clusters Score -595896.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -595897.812500 Penalty: 873.075928
	Iteration 126Q: 3 clusters Score -595897.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -595896.500000 Penalty: 873.075928
	Iteration 127Q: 3 clusters Score -595896.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -595897.750000 Penalty: 873.075928
	Iteration 128Q: 3 clusters Score -595897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -595898.937500 Penalty: 873.075928
	Iteration 129Q: 3 clusters Score -595898.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -595899.375000 Penalty: 873.075928
	Iteration 130Q: 3 clusters Score -595899.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -595899.812500 Penalty: 873.075928
	Iteration 131Q: 3 clusters Score -595899.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -595900.125000 Penalty: 873.075928
	Iteration 132Q: 3 clusters Score -595900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -595900.062500 Penalty: 873.075928
	Iteration 133Q: 3 clusters Score -595900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -595899.437500 Penalty: 873.075928
	Iteration 134Q: 3 clusters Score -595899.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -595899.437500 Penalty: 873.075928
	Iteration 135F: 3 clusters Score -595899.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Entering Unmasked Estep 
Score: -159929.531250 Penalty: 377.470154
	Iteration 0F: 2 clusters Score -159929.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -157224.093750 Penalty: 754.940308
	Iteration 0F: 3 clusters Score -157224.1 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -158193.484375 Penalty: 754.940308
	Iteration 1F: 3 clusters Score -158193.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -158422.812500 Penalty: 754.940308
	Iteration 2F: 3 clusters Score -158422.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -158723.421875 Penalty: 754.940308
	Iteration 3F: 3 clusters Score -158723.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -158998.500000 Penalty: 754.940308
	Iteration 4F: 3 clusters Score -158998.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -159206.531250 Penalty: 754.940308
	Iteration 5F: 3 clusters Score -159206.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -159341.843750 Penalty: 754.940308
	Iteration 6F: 3 clusters Score -159341.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -159451.765625 Penalty: 754.940308
	Iteration 7Q: 3 clusters Score -159451.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -159543.843750 Penalty: 754.940308
	Iteration 8Q: 3 clusters Score -159543.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -159613.187500 Penalty: 754.940308
	Iteration 9Q: 3 clusters Score -159613.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -159662.453125 Penalty: 754.940308
	Iteration 10Q: 3 clusters Score -159662.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -159686.593750 Penalty: 754.940308
	Iteration 11Q: 3 clusters Score -159686.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -159696.203125 Penalty: 754.940308
	Iteration 12Q: 3 clusters Score -159696.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -159702.828125 Penalty: 754.940308
	Iteration 13Q: 3 clusters Score -159702.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -159709.421875 Penalty: 754.940308
	Iteration 14Q: 3 clusters Score -159709.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -159713.609375 Penalty: 754.940308
	Iteration 15Q: 3 clusters Score -159713.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -159718.765625 Penalty: 754.940308
	Iteration 16Q: 3 clusters Score -159718.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -159725.046875 Penalty: 754.940308
	Iteration 17Q: 3 clusters Score -159725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -159728.796875 Penalty: 754.940308
	Iteration 18Q: 3 clusters Score -159728.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -159731.187500 Penalty: 754.940308
	Iteration 19Q: 3 clusters Score -159731.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -159732.562500 Penalty: 754.940308
	Iteration 20F: 3 clusters Score -159732.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -159733.031250 Penalty: 754.940308
	Iteration 21Q: 3 clusters Score -159733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -159733.312500 Penalty: 754.940308
	Iteration 22Q: 3 clusters Score -159733.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -159733.703125 Penalty: 754.940308
	Iteration 23Q: 3 clusters Score -159733.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -159734.703125 Penalty: 754.940308
	Iteration 24Q: 3 clusters Score -159734.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -159736.062500 Penalty: 754.940308
	Iteration 25Q: 3 clusters Score -159736.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -159736.703125 Penalty: 754.940308
	Iteration 26Q: 3 clusters Score -159736.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -159737.734375 Penalty: 754.940308
	Iteration 27Q: 3 clusters Score -159737.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -159738.265625 Penalty: 754.940308
	Iteration 28Q: 3 clusters Score -159738.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -159738.812500 Penalty: 754.940308
	Iteration 29Q: 3 clusters Score -159738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -159738.968750 Penalty: 754.940308
	Iteration 30Q: 3 clusters Score -159739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -159739.312500 Penalty: 754.940308
	Iteration 31Q: 3 clusters Score -159739.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -159739.171875 Penalty: 754.940308
	Iteration 32Q: 3 clusters Score -159739.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -159739.171875 Penalty: 754.940308
	Iteration 33F: 3 clusters Score -159739.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -5723.330566 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -5723.331 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 96 members 
Entering Unmasked Estep 
Score: -5477.973145 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -5477.973 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5558.940918 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -5558.941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5572.308594 Penalty: 489.570648
	Iteration 2Q: 3 clusters Score -5572.309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5609.925293 Penalty: 489.570648
	Iteration 3Q: 3 clusters Score -5609.925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5674.328613 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -5674.329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5685.494629 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -5685.495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5690.693848 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -5690.694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5693.588867 Penalty: 489.570648
	Iteration 7Q: 3 clusters Score -5693.589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5695.929688 Penalty: 489.570648
	Iteration 8Q: 3 clusters Score -5695.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5700.229492 Penalty: 489.570648
	Iteration 9Q: 3 clusters Score -5700.229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5700.229492 Penalty: 489.570648
	Iteration 10F: 3 clusters Score -5700.229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1324 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 3145 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 6453 members 
Mstep: Class 7 contains 545 members 
Mstep: Class 8 contains 26637 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 3594 members 
Mstep: Class 11 contains 3339 members 
Mstep: Class 12 contains 283968 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57115 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 5996 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1239 members 
Mstep: Class 25 contains 13343 members 
Mstep: Class 26 contains 1631 members 
Mstep: Class 27 contains 2988 members 
Mstep: Class 28 contains 7154 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 207 members 
Mstep: Class 31 contains 26228 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 627 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2003 members 
Mstep: Class 36 contains 218063 members 
Mstep: Class 37 contains 1115 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14680 members 
Mstep: Class 41 contains 4008 members 
Mstep: Class 42 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356106.000000 Penalty: 26414.312500
Iteration 159Q: 44 clusters Score -2.835611e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1319 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 3150 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 6431 members 
Mstep: Class 7 contains 561 members 
Mstep: Class 8 contains 26636 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 3594 members 
Mstep: Class 11 contains 3339 members 
Mstep: Class 12 contains 283968 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57103 members 
Mstep: Class 15 contains 564 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 7483 members 
Mstep: Class 20 contains 6006 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1240 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 1634 members 
Mstep: Class 27 contains 3005 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 1340 members 
Mstep: Class 30 contains 207 members 
Mstep: Class 31 contains 26228 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 627 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2003 members 
Mstep: Class 36 contains 218059 members 
Mstep: Class 37 contains 1162 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14680 members 
Mstep: Class 41 contains 4008 members 
Mstep: Class 42 contains 218 members 
Mstep: Class 43 contains 1205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356114.000000 Penalty: 26414.312500
Iteration 160F: 44 clusters Score -2.835611e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 5972 members 
Mstep: Class 6 contains 6427 members 
Mstep: Class 7 contains 546 members 
Mstep: Class 8 contains 26640 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 3594 members 
Mstep: Class 11 contains 3338 members 
Mstep: Class 12 contains 283967 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57090 members 
Mstep: Class 15 contains 563 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6419 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 7480 members 
Mstep: Class 20 contains 6009 members 
Mstep: Class 21 contains 1878 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1240 members 
Mstep: Class 25 contains 13320 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 3033 members 
Mstep: Class 28 contains 7138 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 207 members 
Mstep: Class 31 contains 26229 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 629 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2003 members 
Mstep: Class 36 contains 218059 members 
Mstep: Class 37 contains 1196 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14679 members 
Mstep: Class 41 contains 4008 members 
Mstep: Class 42 contains 219 members 
Mstep: Class 43 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356162.000000 Penalty: 26414.312500
Iteration 161Q: 44 clusters Score -2.835616e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 3151 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 6429 members 
Mstep: Class 7 contains 534 members 
Mstep: Class 8 contains 26648 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 3594 members 
Mstep: Class 11 contains 3338 members 
Mstep: Class 12 contains 283967 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 57070 members 
Mstep: Class 15 contains 566 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6418 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 7477 members 
Mstep: Class 20 contains 6015 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1242 members 
Mstep: Class 25 contains 13306 members 
Mstep: Class 26 contains 1644 members 
Mstep: Class 27 contains 3062 members 
Mstep: Class 28 contains 7129 members 
Mstep: Class 29 contains 1336 members 
Mstep: Class 30 contains 207 members 
Mstep: Class 31 contains 26229 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 629 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2003 members 
Mstep: Class 36 contains 218059 members 
Mstep: Class 37 contains 1216 members 
Mstep: Class 38 contains 1420 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14683 members 
Mstep: Class 41 contains 4008 members 
Mstep: Class 42 contains 218 members 
Mstep: Class 43 contains 1231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356186.000000 Penalty: 26414.312500
Iteration 162Q: 44 clusters Score -2.835619e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1280 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 3155 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 6427 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 26649 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 3594 members 
Mstep: Class 11 contains 3338 members 
Mstep: Class 12 contains 283963 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 57053 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6417 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 7475 members 
Mstep: Class 20 contains 6019 members 
Mstep: Class 21 contains 1877 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1246 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 3082 members 
Mstep: Class 28 contains 7125 members 
Mstep: Class 29 contains 1333 members 
Mstep: Class 30 contains 208 members 
Mstep: Class 31 contains 26230 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2001 members 
Mstep: Class 36 contains 218062 members 
Mstep: Class 37 contains 1231 members 
Mstep: Class 38 contains 1420 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14685 members 
Mstep: Class 41 contains 4008 members 
Mstep: Class 42 contains 220 members 
Mstep: Class 43 contains 1240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356218.000000 Penalty: 26414.312500
Iteration 163Q: 44 clusters Score -2.835622e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 5971 members 
Mstep: Class 6 contains 6428 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 26648 members 
Mstep: Class 9 contains 285 members 
Mstep: Class 10 contains 3593 members 
Mstep: Class 11 contains 3339 members 
Mstep: Class 12 contains 283962 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 57036 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6417 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 7475 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 1883 members 
Mstep: Class 22 contains 1878 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1247 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 3108 members 
Mstep: Class 28 contains 7121 members 
Mstep: Class 29 contains 1331 members 
Mstep: Class 30 contains 209 members 
Mstep: Class 31 contains 26232 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2001 members 
Mstep: Class 36 contains 218059 members 
Mstep: Class 37 contains 1239 members 
Mstep: Class 38 contains 1420 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14686 members 
Mstep: Class 41 contains 4007 members 
Mstep: Class 42 contains 222 members 
Mstep: Class 43 contains 1248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356252.000000 Penalty: 26414.312500
Iteration 164Q: 44 clusters Score -2.835625e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1261 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 3159 members 
Mstep: Class 5 contains 5971 members 
Mstep: Class 6 contains 6431 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 26651 members 
Mstep: Class 9 contains 283 members 
Mstep: Class 10 contains 3592 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283960 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57033 members 
Mstep: Class 15 contains 572 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6416 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 7472 members 
Mstep: Class 20 contains 6031 members 
Mstep: Class 21 contains 1886 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1248 members 
Mstep: Class 25 contains 13253 members 
Mstep: Class 26 contains 1656 members 
Mstep: Class 27 contains 3134 members 
Mstep: Class 28 contains 7117 members 
Mstep: Class 29 contains 1326 members 
Mstep: Class 30 contains 211 members 
Mstep: Class 31 contains 26234 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 218045 members 
Mstep: Class 37 contains 1249 members 
Mstep: Class 38 contains 1420 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14689 members 
Mstep: Class 41 contains 4010 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356222.000000 Penalty: 26414.312500
Iteration 165Q: 44 clusters Score -2.835622e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1252 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5972 members 
Mstep: Class 6 contains 6432 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 26650 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3589 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 283960 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 57015 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6416 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 7471 members 
Mstep: Class 20 contains 6035 members 
Mstep: Class 21 contains 1888 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1249 members 
Mstep: Class 25 contains 13240 members 
Mstep: Class 26 contains 1659 members 
Mstep: Class 27 contains 3163 members 
Mstep: Class 28 contains 7115 members 
Mstep: Class 29 contains 1324 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26233 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 631 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 1999 members 
Mstep: Class 36 contains 218036 members 
Mstep: Class 37 contains 1250 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14687 members 
Mstep: Class 41 contains 4015 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356190.000000 Penalty: 26414.312500
Iteration 166Q: 44 clusters Score -2.835619e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1252 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 3158 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 6434 members 
Mstep: Class 7 contains 500 members 
Mstep: Class 8 contains 26646 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3587 members 
Mstep: Class 11 contains 3342 members 
Mstep: Class 12 contains 283960 members 
Mstep: Class 13 contains 2121 members 
Mstep: Class 14 contains 57001 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6415 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 7472 members 
Mstep: Class 20 contains 6038 members 
Mstep: Class 21 contains 1888 members 
Mstep: Class 22 contains 1876 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1249 members 
Mstep: Class 25 contains 13223 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3192 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 1324 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26234 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 633 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 218031 members 
Mstep: Class 37 contains 1252 members 
Mstep: Class 38 contains 1423 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14689 members 
Mstep: Class 41 contains 4017 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356272.000000 Penalty: 26414.312500
Iteration 167Q: 44 clusters Score -2.835627e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 3157 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 26641 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3586 members 
Mstep: Class 11 contains 3342 members 
Mstep: Class 12 contains 283959 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 56984 members 
Mstep: Class 15 contains 585 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6414 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 7474 members 
Mstep: Class 20 contains 6038 members 
Mstep: Class 21 contains 1886 members 
Mstep: Class 22 contains 1876 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1249 members 
Mstep: Class 25 contains 13219 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3222 members 
Mstep: Class 28 contains 7105 members 
Mstep: Class 29 contains 1321 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26234 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 633 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 218029 members 
Mstep: Class 37 contains 1254 members 
Mstep: Class 38 contains 1424 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14691 members 
Mstep: Class 41 contains 4018 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356228.000000 Penalty: 26414.312500
Iteration 168Q: 44 clusters Score -2.835623e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1244 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 6441 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 26641 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3586 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 283958 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56971 members 
Mstep: Class 15 contains 587 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6414 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 7475 members 
Mstep: Class 20 contains 6037 members 
Mstep: Class 21 contains 1886 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1250 members 
Mstep: Class 25 contains 13208 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3252 members 
Mstep: Class 28 contains 7098 members 
Mstep: Class 29 contains 1320 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26234 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 633 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 218026 members 
Mstep: Class 37 contains 1255 members 
Mstep: Class 38 contains 1425 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14691 members 
Mstep: Class 41 contains 4018 members 
Mstep: Class 42 contains 223 members 
Mstep: Class 43 contains 1264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356236.000000 Penalty: 26414.312500
Iteration 169Q: 44 clusters Score -2.835624e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1242 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3155 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 6443 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 26640 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3587 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 283962 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56964 members 
Mstep: Class 15 contains 590 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6414 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 7474 members 
Mstep: Class 20 contains 6037 members 
Mstep: Class 21 contains 1884 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1251 members 
Mstep: Class 25 contains 13198 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3269 members 
Mstep: Class 28 contains 7095 members 
Mstep: Class 29 contains 1319 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26232 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2001 members 
Mstep: Class 36 contains 218022 members 
Mstep: Class 37 contains 1255 members 
Mstep: Class 38 contains 1425 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14694 members 
Mstep: Class 41 contains 4017 members 
Mstep: Class 42 contains 223 members 
Mstep: Class 43 contains 1266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356292.000000 Penalty: 26414.312500
Iteration 170Q: 44 clusters Score -2.835629e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3155 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 6449 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 26640 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3586 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 283965 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56956 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6414 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 7474 members 
Mstep: Class 20 contains 6039 members 
Mstep: Class 21 contains 1884 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1251 members 
Mstep: Class 25 contains 13200 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3278 members 
Mstep: Class 28 contains 7089 members 
Mstep: Class 29 contains 1317 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2001 members 
Mstep: Class 36 contains 218016 members 
Mstep: Class 37 contains 1255 members 
Mstep: Class 38 contains 1425 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14695 members 
Mstep: Class 41 contains 4019 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356268.000000 Penalty: 26414.312500
Iteration 171Q: 44 clusters Score -2.835627e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1238 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3155 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 6456 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26642 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3585 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 283967 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56952 members 
Mstep: Class 15 contains 599 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6414 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 7474 members 
Mstep: Class 20 contains 6039 members 
Mstep: Class 21 contains 1884 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1251 members 
Mstep: Class 25 contains 13195 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3293 members 
Mstep: Class 28 contains 7081 members 
Mstep: Class 29 contains 1316 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2003 members 
Mstep: Class 36 contains 218010 members 
Mstep: Class 37 contains 1255 members 
Mstep: Class 38 contains 1425 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14694 members 
Mstep: Class 41 contains 4022 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356310.000000 Penalty: 26414.312500
Iteration 172Q: 44 clusters Score -2.835631e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1236 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26642 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3584 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 283969 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56950 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6414 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 7474 members 
Mstep: Class 20 contains 6039 members 
Mstep: Class 21 contains 1885 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1251 members 
Mstep: Class 25 contains 13189 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3301 members 
Mstep: Class 28 contains 7074 members 
Mstep: Class 29 contains 1316 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26232 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 218002 members 
Mstep: Class 37 contains 1256 members 
Mstep: Class 38 contains 1425 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14697 members 
Mstep: Class 41 contains 4027 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356294.000000 Penalty: 26414.312500
Iteration 173Q: 44 clusters Score -2.835629e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 6467 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26642 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3584 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 283974 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56947 members 
Mstep: Class 15 contains 600 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6414 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 7474 members 
Mstep: Class 20 contains 6038 members 
Mstep: Class 21 contains 1883 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1251 members 
Mstep: Class 25 contains 13183 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3316 members 
Mstep: Class 28 contains 7067 members 
Mstep: Class 29 contains 1317 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26235 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 217986 members 
Mstep: Class 37 contains 1257 members 
Mstep: Class 38 contains 1425 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14698 members 
Mstep: Class 41 contains 4035 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356280.000000 Penalty: 26414.312500
Iteration 174Q: 44 clusters Score -2.835628e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 6472 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26641 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3583 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 283980 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56934 members 
Mstep: Class 15 contains 599 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6414 members 
Mstep: Class 18 contains 3407 members 
Mstep: Class 19 contains 7474 members 
Mstep: Class 20 contains 6039 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 1878 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13179 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3332 members 
Mstep: Class 28 contains 7059 members 
Mstep: Class 29 contains 1317 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26238 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 217976 members 
Mstep: Class 37 contains 1258 members 
Mstep: Class 38 contains 1425 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14700 members 
Mstep: Class 41 contains 4042 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356286.000000 Penalty: 26414.312500
Iteration 175Q: 44 clusters Score -2.835629e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 6475 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26646 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3582 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 283980 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56930 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6414 members 
Mstep: Class 18 contains 3409 members 
Mstep: Class 19 contains 7474 members 
Mstep: Class 20 contains 6040 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 1878 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1253 members 
Mstep: Class 25 contains 13173 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3332 members 
Mstep: Class 28 contains 7053 members 
Mstep: Class 29 contains 1313 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26238 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 217965 members 
Mstep: Class 37 contains 1258 members 
Mstep: Class 38 contains 1425 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14707 members 
Mstep: Class 41 contains 4047 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356308.000000 Penalty: 26414.312500
Iteration 176Q: 44 clusters Score -2.835631e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 6483 members 
Mstep: Class 7 contains 498 members 
Mstep: Class 8 contains 26649 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3582 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 283976 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56933 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6414 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 7474 members 
Mstep: Class 20 contains 6040 members 
Mstep: Class 21 contains 1879 members 
Mstep: Class 22 contains 1878 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1253 members 
Mstep: Class 25 contains 13169 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 7045 members 
Mstep: Class 29 contains 1312 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 26236 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 217957 members 
Mstep: Class 37 contains 1258 members 
Mstep: Class 38 contains 1425 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14710 members 
Mstep: Class 41 contains 4058 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356320.000000 Penalty: 26414.312500
Iteration 177Q: 44 clusters Score -2.835632e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 6490 members 
Mstep: Class 7 contains 500 members 
Mstep: Class 8 contains 26652 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3582 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 283969 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56942 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6413 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 7475 members 
Mstep: Class 20 contains 6040 members 
Mstep: Class 21 contains 1879 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1253 members 
Mstep: Class 25 contains 13162 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3322 members 
Mstep: Class 28 contains 7036 members 
Mstep: Class 29 contains 1307 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 26238 members 
Mstep: Class 32 contains 510 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2003 members 
Mstep: Class 36 contains 217946 members 
Mstep: Class 37 contains 1258 members 
Mstep: Class 38 contains 1425 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14715 members 
Mstep: Class 41 contains 4067 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356340.000000 Penalty: 26414.312500
Iteration 178Q: 44 clusters Score -2.835634e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1236 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3158 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 6491 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 26655 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3582 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283968 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56945 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6413 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 7476 members 
Mstep: Class 20 contains 6039 members 
Mstep: Class 21 contains 1878 members 
Mstep: Class 22 contains 1882 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1253 members 
Mstep: Class 25 contains 13160 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3318 members 
Mstep: Class 28 contains 7032 members 
Mstep: Class 29 contains 1298 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 26239 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2003 members 
Mstep: Class 36 contains 217940 members 
Mstep: Class 37 contains 1259 members 
Mstep: Class 38 contains 1425 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14716 members 
Mstep: Class 41 contains 4074 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356376.000000 Penalty: 26414.312500
Iteration 179Q: 44 clusters Score -2.835638e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1237 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3159 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 6492 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 26657 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3582 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 283971 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56948 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6413 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 7478 members 
Mstep: Class 20 contains 6039 members 
Mstep: Class 21 contains 1878 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 1253 members 
Mstep: Class 25 contains 13159 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3308 members 
Mstep: Class 28 contains 7031 members 
Mstep: Class 29 contains 1288 members 
Mstep: Class 30 contains 216 members 
Mstep: Class 31 contains 26240 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2003 members 
Mstep: Class 36 contains 217934 members 
Mstep: Class 37 contains 1261 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 4079 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356352.000000 Penalty: 26414.312500
Iteration 180F: 44 clusters Score -2.835635e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1238 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3162 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 6495 members 
Mstep: Class 7 contains 505 members 
Mstep: Class 8 contains 26660 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3583 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 283969 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56948 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 6414 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 7482 members 
Mstep: Class 20 contains 6039 members 
Mstep: Class 21 contains 1878 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 1253 members 
Mstep: Class 25 contains 13158 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3303 members 
Mstep: Class 28 contains 7029 members 
Mstep: Class 29 contains 1274 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26239 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2001 members 
Mstep: Class 36 contains 217927 members 
Mstep: Class 37 contains 1264 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 4086 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356374.000000 Penalty: 26414.312500
Iteration 181Q: 44 clusters Score -2.835637e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1238 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3161 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 6498 members 
Mstep: Class 7 contains 505 members 
Mstep: Class 8 contains 26663 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3584 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 283962 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56952 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 6415 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 7486 members 
Mstep: Class 20 contains 6039 members 
Mstep: Class 21 contains 1878 members 
Mstep: Class 22 contains 1883 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1253 members 
Mstep: Class 25 contains 13158 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3299 members 
Mstep: Class 28 contains 7028 members 
Mstep: Class 29 contains 1268 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26238 members 
Mstep: Class 32 contains 508 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2001 members 
Mstep: Class 36 contains 217921 members 
Mstep: Class 37 contains 1264 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14716 members 
Mstep: Class 41 contains 4090 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356406.000000 Penalty: 26414.312500
Iteration 182Q: 44 clusters Score -2.835641e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1238 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5980 members 
Mstep: Class 6 contains 6501 members 
Mstep: Class 7 contains 505 members 
Mstep: Class 8 contains 26665 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3582 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 283958 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56957 members 
Mstep: Class 15 contains 632 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6417 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 7486 members 
Mstep: Class 20 contains 6039 members 
Mstep: Class 21 contains 1878 members 
Mstep: Class 22 contains 1883 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1253 members 
Mstep: Class 25 contains 13159 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3296 members 
Mstep: Class 28 contains 7026 members 
Mstep: Class 29 contains 1268 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26237 members 
Mstep: Class 32 contains 506 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 217915 members 
Mstep: Class 37 contains 1264 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 4094 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356416.000000 Penalty: 26414.312500
Iteration 183Q: 44 clusters Score -2.835642e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1238 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 6501 members 
Mstep: Class 7 contains 505 members 
Mstep: Class 8 contains 26667 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 283960 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56960 members 
Mstep: Class 15 contains 634 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6418 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 7488 members 
Mstep: Class 20 contains 6039 members 
Mstep: Class 21 contains 1878 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1253 members 
Mstep: Class 25 contains 13158 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3292 members 
Mstep: Class 28 contains 7026 members 
Mstep: Class 29 contains 1266 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26237 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1599 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 217912 members 
Mstep: Class 37 contains 1264 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 4094 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356416.000000 Penalty: 26414.312500
Iteration 184Q: 44 clusters Score -2.835642e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1238 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 6503 members 
Mstep: Class 7 contains 505 members 
Mstep: Class 8 contains 26669 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3580 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 283959 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56960 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6420 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6039 members 
Mstep: Class 21 contains 1878 members 
Mstep: Class 22 contains 1885 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1253 members 
Mstep: Class 25 contains 13157 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3289 members 
Mstep: Class 28 contains 7025 members 
Mstep: Class 29 contains 1263 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26235 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 217911 members 
Mstep: Class 37 contains 1264 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 4094 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356408.000000 Penalty: 26414.312500
Iteration 185Q: 44 clusters Score -2.835641e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1238 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 6505 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 26673 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3579 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 283958 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56963 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6039 members 
Mstep: Class 21 contains 1877 members 
Mstep: Class 22 contains 1887 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13156 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3285 members 
Mstep: Class 28 contains 7021 members 
Mstep: Class 29 contains 1262 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26233 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 217909 members 
Mstep: Class 37 contains 1264 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14719 members 
Mstep: Class 41 contains 4094 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356406.000000 Penalty: 26414.312500
Iteration 186Q: 44 clusters Score -2.835641e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1238 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 6506 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 26675 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3579 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 283957 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56962 members 
Mstep: Class 15 contains 642 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6039 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13155 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3285 members 
Mstep: Class 28 contains 7018 members 
Mstep: Class 29 contains 1264 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26230 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 217909 members 
Mstep: Class 37 contains 1265 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14720 members 
Mstep: Class 41 contains 4095 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356438.000000 Penalty: 26414.312500
Iteration 187Q: 44 clusters Score -2.835644e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1238 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 6508 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 26677 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3579 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 283955 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56960 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6039 members 
Mstep: Class 21 contains 1877 members 
Mstep: Class 22 contains 1890 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13152 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3285 members 
Mstep: Class 28 contains 7014 members 
Mstep: Class 29 contains 1262 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26230 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 217907 members 
Mstep: Class 37 contains 1266 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14723 members 
Mstep: Class 41 contains 4097 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356452.000000 Penalty: 26414.312500
Iteration 188Q: 44 clusters Score -2.835645e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1237 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 6510 members 
Mstep: Class 7 contains 504 members 
Mstep: Class 8 contains 26678 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3580 members 
Mstep: Class 11 contains 3342 members 
Mstep: Class 12 contains 283957 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56960 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6039 members 
Mstep: Class 21 contains 1879 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13150 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3279 members 
Mstep: Class 28 contains 7013 members 
Mstep: Class 29 contains 1260 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26227 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 217905 members 
Mstep: Class 37 contains 1268 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14725 members 
Mstep: Class 41 contains 4101 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356434.000000 Penalty: 26414.312500
Iteration 189Q: 44 clusters Score -2.835643e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1236 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 6513 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 26682 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3580 members 
Mstep: Class 11 contains 3342 members 
Mstep: Class 12 contains 283963 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56958 members 
Mstep: Class 15 contains 646 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6041 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13149 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3270 members 
Mstep: Class 28 contains 7010 members 
Mstep: Class 29 contains 1256 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26229 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 217901 members 
Mstep: Class 37 contains 1269 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14727 members 
Mstep: Class 41 contains 4102 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356448.000000 Penalty: 26414.312500
Iteration 190Q: 44 clusters Score -2.835645e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 6515 members 
Mstep: Class 7 contains 500 members 
Mstep: Class 8 contains 26681 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 283965 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56958 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3414 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6043 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1890 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13149 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3269 members 
Mstep: Class 28 contains 7008 members 
Mstep: Class 29 contains 1252 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26232 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 217898 members 
Mstep: Class 37 contains 1271 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14726 members 
Mstep: Class 41 contains 4105 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356464.000000 Penalty: 26414.312500
Iteration 191Q: 44 clusters Score -2.835646e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 6515 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 26678 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3582 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283966 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56959 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3414 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6045 members 
Mstep: Class 21 contains 1883 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13144 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3273 members 
Mstep: Class 28 contains 7009 members 
Mstep: Class 29 contains 1248 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26232 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 217897 members 
Mstep: Class 37 contains 1272 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14725 members 
Mstep: Class 41 contains 4108 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356452.000000 Penalty: 26414.312500
Iteration 192Q: 44 clusters Score -2.835645e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 6516 members 
Mstep: Class 7 contains 500 members 
Mstep: Class 8 contains 26679 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3582 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283965 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56956 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6049 members 
Mstep: Class 21 contains 1883 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13141 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3276 members 
Mstep: Class 28 contains 7009 members 
Mstep: Class 29 contains 1246 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2001 members 
Mstep: Class 36 contains 217896 members 
Mstep: Class 37 contains 1273 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14721 members 
Mstep: Class 41 contains 4109 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356456.000000 Penalty: 26414.312500
Iteration 193Q: 44 clusters Score -2.835646e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26680 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3580 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283967 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56951 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 7491 members 
Mstep: Class 20 contains 6052 members 
Mstep: Class 21 contains 1883 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13140 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3279 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1244 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26229 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2001 members 
Mstep: Class 36 contains 217895 members 
Mstep: Class 37 contains 1275 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 4110 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356454.000000 Penalty: 26414.312500
Iteration 194Q: 44 clusters Score -2.835645e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26683 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3578 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283968 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56951 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 7491 members 
Mstep: Class 20 contains 6054 members 
Mstep: Class 21 contains 1883 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13134 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3281 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26230 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2001 members 
Mstep: Class 36 contains 217891 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14716 members 
Mstep: Class 41 contains 4112 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356466.000000 Penalty: 26414.312500
Iteration 195Q: 44 clusters Score -2.835647e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26685 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3577 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283970 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56951 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6056 members 
Mstep: Class 21 contains 1883 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13133 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26230 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2001 members 
Mstep: Class 36 contains 217889 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 4113 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356450.000000 Penalty: 26414.312500
Iteration 196Q: 44 clusters Score -2.835645e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26691 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3576 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283972 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56952 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6055 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13129 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3270 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26230 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2001 members 
Mstep: Class 36 contains 217887 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14719 members 
Mstep: Class 41 contains 4114 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356478.000000 Penalty: 26414.312500
Iteration 197Q: 44 clusters Score -2.835648e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26693 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283973 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56955 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6055 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13125 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2003 members 
Mstep: Class 36 contains 217884 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14718 members 
Mstep: Class 41 contains 4115 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356470.000000 Penalty: 26414.312500
Iteration 198Q: 44 clusters Score -2.835647e+07 nChanged 24
Entering ConstructFrom: 
Score: -28356470.000000 Penalty: 26414.312500
Entering ConstructFrom: 
Trying to split cluster 1 (4812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Entering Unmasked Estep 
Score: -199391.875000 Penalty: 385.788513
	Iteration 0F: 2 clusters Score -199391.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -196133.375000 Penalty: 771.577026
	Iteration 0F: 3 clusters Score -196133.4 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -197675.968750 Penalty: 771.577026
	Iteration 1F: 3 clusters Score -197676 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -198031.078125 Penalty: 771.577026
	Iteration 2F: 3 clusters Score -198031.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -198360.890625 Penalty: 771.577026
	Iteration 3F: 3 clusters Score -198360.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -198580.500000 Penalty: 771.577026
	Iteration 4F: 3 clusters Score -198580.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -198687.250000 Penalty: 771.577026
	Iteration 5Q: 3 clusters Score -198687.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -198748.671875 Penalty: 771.577026
	Iteration 6Q: 3 clusters Score -198748.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -198786.531250 Penalty: 771.577026
	Iteration 7Q: 3 clusters Score -198786.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -198813.203125 Penalty: 771.577026
	Iteration 8Q: 3 clusters Score -198813.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -198835.562500 Penalty: 771.577026
	Iteration 9Q: 3 clusters Score -198835.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -198857.296875 Penalty: 771.577026
	Iteration 10Q: 3 clusters Score -198857.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -198883.921875 Penalty: 771.577026
	Iteration 11Q: 3 clusters Score -198883.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -198907.609375 Penalty: 771.577026
	Iteration 12Q: 3 clusters Score -198907.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -198923.015625 Penalty: 771.577026
	Iteration 13Q: 3 clusters Score -198923 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -198935.265625 Penalty: 771.577026
	Iteration 14Q: 3 clusters Score -198935.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -198943.484375 Penalty: 771.577026
	Iteration 15Q: 3 clusters Score -198943.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -198948.968750 Penalty: 771.577026
	Iteration 16Q: 3 clusters Score -198949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -198954.703125 Penalty: 771.577026
	Iteration 17Q: 3 clusters Score -198954.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -198959.187500 Penalty: 771.577026
	Iteration 18Q: 3 clusters Score -198959.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -198963.671875 Penalty: 771.577026
	Iteration 19Q: 3 clusters Score -198963.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -198967.031250 Penalty: 771.577026
	Iteration 20F: 3 clusters Score -198967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -198969.843750 Penalty: 771.577026
	Iteration 21Q: 3 clusters Score -198969.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -198970.984375 Penalty: 771.577026
	Iteration 22Q: 3 clusters Score -198971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -198972.875000 Penalty: 771.577026
	Iteration 23Q: 3 clusters Score -198972.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -198975.546875 Penalty: 771.577026
	Iteration 24Q: 3 clusters Score -198975.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -198976.796875 Penalty: 771.577026
	Iteration 25Q: 3 clusters Score -198976.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -198978.015625 Penalty: 771.577026
	Iteration 26Q: 3 clusters Score -198978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -198978.718750 Penalty: 771.577026
	Iteration 27Q: 3 clusters Score -198978.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -198979.656250 Penalty: 771.577026
	Iteration 28Q: 3 clusters Score -198979.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -198981.515625 Penalty: 771.577026
	Iteration 29Q: 3 clusters Score -198981.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -198982.484375 Penalty: 771.577026
	Iteration 30Q: 3 clusters Score -198982.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -198983.718750 Penalty: 771.577026
	Iteration 31Q: 3 clusters Score -198983.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -198984.078125 Penalty: 771.577026
	Iteration 32Q: 3 clusters Score -198984.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -198984.500000 Penalty: 771.577026
	Iteration 33Q: 3 clusters Score -198984.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -198985.171875 Penalty: 771.577026
	Iteration 34Q: 3 clusters Score -198985.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -198985.406250 Penalty: 771.577026
	Iteration 35Q: 3 clusters Score -198985.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -198985.593750 Penalty: 771.577026
	Iteration 36Q: 3 clusters Score -198985.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -198985.515625 Penalty: 771.577026
	Iteration 37Q: 3 clusters Score -198985.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -198985.656250 Penalty: 771.577026
	Iteration 38Q: 3 clusters Score -198985.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -198986.000000 Penalty: 771.577026
	Iteration 39Q: 3 clusters Score -198986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -198986.000000 Penalty: 771.577026
	Iteration 40F: 3 clusters Score -198986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -42445.488281 Penalty: 323.869751
	Iteration 0F: 2 clusters Score -42445.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -41497.046875 Penalty: 647.739502
	Iteration 0F: 3 clusters Score -41497.05 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -41862.097656 Penalty: 647.739502
	Iteration 1F: 3 clusters Score -41862.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -41940.156250 Penalty: 647.739502
	Iteration 2F: 3 clusters Score -41940.16 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -42003.906250 Penalty: 647.739502
	Iteration 3F: 3 clusters Score -42003.91 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -42055.117188 Penalty: 647.739502
	Iteration 4F: 3 clusters Score -42055.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -42099.597656 Penalty: 647.739502
	Iteration 5Q: 3 clusters Score -42099.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -42125.601562 Penalty: 647.739502
	Iteration 6Q: 3 clusters Score -42125.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -42176.039062 Penalty: 647.739502
	Iteration 7Q: 3 clusters Score -42176.04 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -42227.585938 Penalty: 647.739502
	Iteration 8Q: 3 clusters Score -42227.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -42255.019531 Penalty: 647.739502
	Iteration 9Q: 3 clusters Score -42255.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -42273.937500 Penalty: 647.739502
	Iteration 10Q: 3 clusters Score -42273.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -42290.382812 Penalty: 647.739502
	Iteration 11Q: 3 clusters Score -42290.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -42313.496094 Penalty: 647.739502
	Iteration 12Q: 3 clusters Score -42313.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -42326.390625 Penalty: 647.739502
	Iteration 13Q: 3 clusters Score -42326.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -42332.671875 Penalty: 647.739502
	Iteration 14Q: 3 clusters Score -42332.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -42336.824219 Penalty: 647.739502
	Iteration 15Q: 3 clusters Score -42336.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -42338.960938 Penalty: 647.739502
	Iteration 16Q: 3 clusters Score -42338.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -42341.367188 Penalty: 647.739502
	Iteration 17Q: 3 clusters Score -42341.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -42341.867188 Penalty: 647.739502
	Iteration 18Q: 3 clusters Score -42341.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -42343.398438 Penalty: 647.739502
	Iteration 19F: 3 clusters Score -42343.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -42346.570312 Penalty: 647.739502
	Iteration 20F: 3 clusters Score -42346.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -42347.886719 Penalty: 647.739502
	Iteration 21Q: 3 clusters Score -42347.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -42348.390625 Penalty: 647.739502
	Iteration 22Q: 3 clusters Score -42348.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -42349.644531 Penalty: 647.739502
	Iteration 23Q: 3 clusters Score -42349.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -42349.644531 Penalty: 647.739502
	Iteration 24F: 3 clusters Score -42349.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -16369.057617 Penalty: 280.334930
	Iteration 0F: 2 clusters Score -16369.06 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 267 members 
Entering Unmasked Estep 
Score: -15914.685547 Penalty: 560.669861
	Iteration 0F: 3 clusters Score -15914.69 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -16048.737305 Penalty: 560.669861
	Iteration 1F: 3 clusters Score -16048.74 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -16114.945312 Penalty: 560.669861
	Iteration 2F: 3 clusters Score -16114.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -16159.088867 Penalty: 560.669861
	Iteration 3F: 3 clusters Score -16159.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -16194.855469 Penalty: 560.669861
	Iteration 4Q: 3 clusters Score -16194.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -16212.870117 Penalty: 560.669861
	Iteration 5Q: 3 clusters Score -16212.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -16220.327148 Penalty: 560.669861
	Iteration 6Q: 3 clusters Score -16220.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -16222.794922 Penalty: 560.669861
	Iteration 7Q: 3 clusters Score -16222.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -16222.794922 Penalty: 560.669861
	Iteration 8F: 3 clusters Score -16222.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -129338.148438 Penalty: 366.653900
	Iteration 0F: 2 clusters Score -129338.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -127150.101562 Penalty: 733.307800
	Iteration 0F: 3 clusters Score -127150.1 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -127952.757812 Penalty: 733.307800
	Iteration 1F: 3 clusters Score -127952.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -128053.781250 Penalty: 733.307800
	Iteration 2F: 3 clusters Score -128053.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -128169.609375 Penalty: 733.307800
	Iteration 3F: 3 clusters Score -128169.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -128316.601562 Penalty: 733.307800
	Iteration 4F: 3 clusters Score -128316.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -128460.679688 Penalty: 733.307800
	Iteration 5F: 3 clusters Score -128460.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -128570.117188 Penalty: 733.307800
	Iteration 6Q: 3 clusters Score -128570.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -128649.281250 Penalty: 733.307800
	Iteration 7Q: 3 clusters Score -128649.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -128711.523438 Penalty: 733.307800
	Iteration 8Q: 3 clusters Score -128711.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -128764.671875 Penalty: 733.307800
	Iteration 9Q: 3 clusters Score -128764.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -128805.015625 Penalty: 733.307800
	Iteration 10Q: 3 clusters Score -128805 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -128832.812500 Penalty: 733.307800
	Iteration 11Q: 3 clusters Score -128832.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -128852.273438 Penalty: 733.307800
	Iteration 12Q: 3 clusters Score -128852.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -128871.820312 Penalty: 733.307800
	Iteration 13Q: 3 clusters Score -128871.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -128892.835938 Penalty: 733.307800
	Iteration 14Q: 3 clusters Score -128892.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -128916.312500 Penalty: 733.307800
	Iteration 15Q: 3 clusters Score -128916.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -128929.882812 Penalty: 733.307800
	Iteration 16Q: 3 clusters Score -128929.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -128941.234375 Penalty: 733.307800
	Iteration 17Q: 3 clusters Score -128941.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -128948.148438 Penalty: 733.307800
	Iteration 18Q: 3 clusters Score -128948.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -128951.179688 Penalty: 733.307800
	Iteration 19Q: 3 clusters Score -128951.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -128954.101562 Penalty: 733.307800
	Iteration 20F: 3 clusters Score -128954.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -128957.484375 Penalty: 733.307800
	Iteration 21Q: 3 clusters Score -128957.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -128958.984375 Penalty: 733.307800
	Iteration 22Q: 3 clusters Score -128959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -128961.062500 Penalty: 733.307800
	Iteration 23Q: 3 clusters Score -128961.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -128964.492188 Penalty: 733.307800
	Iteration 24Q: 3 clusters Score -128964.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -128967.851562 Penalty: 733.307800
	Iteration 25Q: 3 clusters Score -128967.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -128971.671875 Penalty: 733.307800
	Iteration 26Q: 3 clusters Score -128971.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -128976.320312 Penalty: 733.307800
	Iteration 27Q: 3 clusters Score -128976.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -128982.351562 Penalty: 733.307800
	Iteration 28Q: 3 clusters Score -128982.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -128987.851562 Penalty: 733.307800
	Iteration 29Q: 3 clusters Score -128987.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -128989.703125 Penalty: 733.307800
	Iteration 30Q: 3 clusters Score -128989.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -128991.468750 Penalty: 733.307800
	Iteration 31Q: 3 clusters Score -128991.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -128993.671875 Penalty: 733.307800
	Iteration 32Q: 3 clusters Score -128993.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -128995.953125 Penalty: 733.307800
	Iteration 33Q: 3 clusters Score -128996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -128997.898438 Penalty: 733.307800
	Iteration 34Q: 3 clusters Score -128997.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -129000.054688 Penalty: 733.307800
	Iteration 35Q: 3 clusters Score -129000.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -129001.148438 Penalty: 733.307800
	Iteration 36Q: 3 clusters Score -129001.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -129003.320312 Penalty: 733.307800
	Iteration 37Q: 3 clusters Score -129003.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -129004.656250 Penalty: 733.307800
	Iteration 38Q: 3 clusters Score -129004.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -129005.570312 Penalty: 733.307800
	Iteration 39Q: 3 clusters Score -129005.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -129005.867188 Penalty: 733.307800
	Iteration 40F: 3 clusters Score -129005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -129005.812500 Penalty: 733.307800
	Iteration 41Q: 3 clusters Score -129005.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -129006.242188 Penalty: 733.307800
	Iteration 42Q: 3 clusters Score -129006.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -129006.242188 Penalty: 733.307800
	Iteration 43F: 3 clusters Score -129006.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Entering Unmasked Estep 
Score: -236639.765625 Penalty: 395.622711
	Iteration 0F: 2 clusters Score -236639.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -232671.750000 Penalty: 791.245422
	Iteration 0F: 3 clusters Score -232671.8 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -234164.093750 Penalty: 791.245422
	Iteration 1F: 3 clusters Score -234164.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -234367.453125 Penalty: 791.245422
	Iteration 2F: 3 clusters Score -234367.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -234635.921875 Penalty: 791.245422
	Iteration 3F: 3 clusters Score -234635.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -234974.953125 Penalty: 791.245422
	Iteration 4F: 3 clusters Score -234975 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -235208.796875 Penalty: 791.245422
	Iteration 5F: 3 clusters Score -235208.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -235404.609375 Penalty: 791.245422
	Iteration 6F: 3 clusters Score -235404.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -235583.890625 Penalty: 791.245422
	Iteration 7Q: 3 clusters Score -235583.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -235711.453125 Penalty: 791.245422
	Iteration 8Q: 3 clusters Score -235711.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -235801.984375 Penalty: 791.245422
	Iteration 9Q: 3 clusters Score -235802 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -235894.062500 Penalty: 791.245422
	Iteration 10Q: 3 clusters Score -235894.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -235980.765625 Penalty: 791.245422
	Iteration 11Q: 3 clusters Score -235980.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -236046.796875 Penalty: 791.245422
	Iteration 12Q: 3 clusters Score -236046.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -236109.218750 Penalty: 791.245422
	Iteration 13Q: 3 clusters Score -236109.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -236163.593750 Penalty: 791.245422
	Iteration 14Q: 3 clusters Score -236163.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -236214.421875 Penalty: 791.245422
	Iteration 15Q: 3 clusters Score -236214.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -236264.046875 Penalty: 791.245422
	Iteration 16Q: 3 clusters Score -236264 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -236310.218750 Penalty: 791.245422
	Iteration 17Q: 3 clusters Score -236310.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -236354.765625 Penalty: 791.245422
	Iteration 18Q: 3 clusters Score -236354.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -236385.937500 Penalty: 791.245422
	Iteration 19Q: 3 clusters Score -236385.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -236410.656250 Penalty: 791.245422
	Iteration 20F: 3 clusters Score -236410.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -236425.109375 Penalty: 791.245422
	Iteration 21Q: 3 clusters Score -236425.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -236436.765625 Penalty: 791.245422
	Iteration 22Q: 3 clusters Score -236436.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -236445.140625 Penalty: 791.245422
	Iteration 23Q: 3 clusters Score -236445.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -236452.671875 Penalty: 791.245422
	Iteration 24Q: 3 clusters Score -236452.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -236459.750000 Penalty: 791.245422
	Iteration 25Q: 3 clusters Score -236459.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -236466.343750 Penalty: 791.245422
	Iteration 26Q: 3 clusters Score -236466.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -236472.062500 Penalty: 791.245422
	Iteration 27Q: 3 clusters Score -236472.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -236476.796875 Penalty: 791.245422
	Iteration 28Q: 3 clusters Score -236476.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -236482.140625 Penalty: 791.245422
	Iteration 29Q: 3 clusters Score -236482.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -236491.843750 Penalty: 791.245422
	Iteration 30Q: 3 clusters Score -236491.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -236502.031250 Penalty: 791.245422
	Iteration 31Q: 3 clusters Score -236502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -236512.015625 Penalty: 791.245422
	Iteration 32Q: 3 clusters Score -236512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -236514.203125 Penalty: 791.245422
	Iteration 33Q: 3 clusters Score -236514.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -236516.312500 Penalty: 791.245422
	Iteration 34Q: 3 clusters Score -236516.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -236519.187500 Penalty: 791.245422
	Iteration 35Q: 3 clusters Score -236519.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -236519.250000 Penalty: 791.245422
	Iteration 36Q: 3 clusters Score -236519.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -236519.250000 Penalty: 791.245422
	Iteration 37F: 3 clusters Score -236519.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -255404.812500 Penalty: 399.588715
	Iteration 0F: 2 clusters Score -255404.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -251082.937500 Penalty: 799.177429
	Iteration 0F: 3 clusters Score -251082.9 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -253139.687500 Penalty: 799.177429
	Iteration 1F: 3 clusters Score -253139.7 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -253596.765625 Penalty: 799.177429
	Iteration 2F: 3 clusters Score -253596.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -253923.578125 Penalty: 799.177429
	Iteration 3F: 3 clusters Score -253923.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -254128.328125 Penalty: 799.177429
	Iteration 4F: 3 clusters Score -254128.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -254260.781250 Penalty: 799.177429
	Iteration 5Q: 3 clusters Score -254260.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -254384.468750 Penalty: 799.177429
	Iteration 6Q: 3 clusters Score -254384.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -254498.484375 Penalty: 799.177429
	Iteration 7Q: 3 clusters Score -254498.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -254577.281250 Penalty: 799.177429
	Iteration 8Q: 3 clusters Score -254577.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -254659.015625 Penalty: 799.177429
	Iteration 9Q: 3 clusters Score -254659 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -254703.703125 Penalty: 799.177429
	Iteration 10Q: 3 clusters Score -254703.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -254752.031250 Penalty: 799.177429
	Iteration 11Q: 3 clusters Score -254752 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -254804.453125 Penalty: 799.177429
	Iteration 12Q: 3 clusters Score -254804.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -254859.265625 Penalty: 799.177429
	Iteration 13Q: 3 clusters Score -254859.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -254914.640625 Penalty: 799.177429
	Iteration 14Q: 3 clusters Score -254914.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -254962.062500 Penalty: 799.177429
	Iteration 15Q: 3 clusters Score -254962.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -254989.453125 Penalty: 799.177429
	Iteration 16Q: 3 clusters Score -254989.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -255010.656250 Penalty: 799.177429
	Iteration 17Q: 3 clusters Score -255010.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -255021.968750 Penalty: 799.177429
	Iteration 18Q: 3 clusters Score -255022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -255036.484375 Penalty: 799.177429
	Iteration 19Q: 3 clusters Score -255036.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -255050.906250 Penalty: 799.177429
	Iteration 20F: 3 clusters Score -255050.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -255057.687500 Penalty: 799.177429
	Iteration 21Q: 3 clusters Score -255057.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -255061.625000 Penalty: 799.177429
	Iteration 22Q: 3 clusters Score -255061.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -255064.375000 Penalty: 799.177429
	Iteration 23Q: 3 clusters Score -255064.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -255065.687500 Penalty: 799.177429
	Iteration 24Q: 3 clusters Score -255065.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -255068.625000 Penalty: 799.177429
	Iteration 25Q: 3 clusters Score -255068.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -255070.406250 Penalty: 799.177429
	Iteration 26Q: 3 clusters Score -255070.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -255070.718750 Penalty: 799.177429
	Iteration 27Q: 3 clusters Score -255070.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -255070.781250 Penalty: 799.177429
	Iteration 28Q: 3 clusters Score -255070.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -255071.625000 Penalty: 799.177429
	Iteration 29Q: 3 clusters Score -255071.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -255072.296875 Penalty: 799.177429
	Iteration 30Q: 3 clusters Score -255072.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -255072.281250 Penalty: 799.177429
	Iteration 31Q: 3 clusters Score -255072.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -255073.078125 Penalty: 799.177429
	Iteration 32Q: 3 clusters Score -255073.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -255072.968750 Penalty: 799.177429
	Iteration 33Q: 3 clusters Score -255073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -255072.984375 Penalty: 799.177429
	Iteration 34Q: 3 clusters Score -255073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -255072.984375 Penalty: 799.177429
	Iteration 35F: 3 clusters Score -255073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -16583.849609 Penalty: 282.673584
	Iteration 0F: 2 clusters Score -16583.85 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 246 members 
Entering Unmasked Estep 
Score: -16103.151367 Penalty: 565.347168
	Iteration 0F: 3 clusters Score -16103.15 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -16233.435547 Penalty: 565.347168
	Iteration 1F: 3 clusters Score -16233.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -16255.257812 Penalty: 565.347168
	Iteration 2F: 3 clusters Score -16255.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -16268.930664 Penalty: 565.347168
	Iteration 3Q: 3 clusters Score -16268.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -16276.815430 Penalty: 565.347168
	Iteration 4Q: 3 clusters Score -16276.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -16286.836914 Penalty: 565.347168
	Iteration 5Q: 3 clusters Score -16286.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -16295.061523 Penalty: 565.347168
	Iteration 6Q: 3 clusters Score -16295.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -16301.215820 Penalty: 565.347168
	Iteration 7Q: 3 clusters Score -16301.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -16303.268555 Penalty: 565.347168
	Iteration 8Q: 3 clusters Score -16303.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -16305.417969 Penalty: 565.347168
	Iteration 9Q: 3 clusters Score -16305.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -16305.571289 Penalty: 565.347168
	Iteration 10Q: 3 clusters Score -16305.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -16305.571289 Penalty: 565.347168
	Iteration 11F: 3 clusters Score -16305.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Entering Unmasked Estep 
Score: -1089786.500000 Penalty: 463.746521
	Iteration 0F: 2 clusters Score -1089786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1071952.125000 Penalty: 927.493042
	Iteration 0F: 3 clusters Score -1071952 nChanged 12797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1079096.500000 Penalty: 927.493042
	Iteration 1F: 3 clusters Score -1079096 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1079558.500000 Penalty: 927.493042
	Iteration 2Q: 3 clusters Score -1079558 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1080115.625000 Penalty: 927.493042
	Iteration 3Q: 3 clusters Score -1080116 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1080783.875000 Penalty: 927.493042
	Iteration 4F: 3 clusters Score -1080784 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1081621.750000 Penalty: 927.493042
	Iteration 5F: 3 clusters Score -1081622 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1082644.375000 Penalty: 927.493042
	Iteration 6F: 3 clusters Score -1082644 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1083672.750000 Penalty: 927.493042
	Iteration 7F: 3 clusters Score -1083673 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1084452.250000 Penalty: 927.493042
	Iteration 8F: 3 clusters Score -1084452 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1084991.000000 Penalty: 927.493042
	Iteration 9Q: 3 clusters Score -1084991 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1085358.750000 Penalty: 927.493042
	Iteration 10Q: 3 clusters Score -1085359 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1085609.000000 Penalty: 927.493042
	Iteration 11Q: 3 clusters Score -1085609 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1085792.375000 Penalty: 927.493042
	Iteration 12Q: 3 clusters Score -1085792 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1085927.125000 Penalty: 927.493042
	Iteration 13Q: 3 clusters Score -1085927 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1086040.000000 Penalty: 927.493042
	Iteration 14Q: 3 clusters Score -1086040 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1086121.250000 Penalty: 927.493042
	Iteration 15Q: 3 clusters Score -1086121 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1086187.125000 Penalty: 927.493042
	Iteration 16Q: 3 clusters Score -1086187 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1086245.500000 Penalty: 927.493042
	Iteration 17Q: 3 clusters Score -1086246 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1086309.125000 Penalty: 927.493042
	Iteration 18Q: 3 clusters Score -1086309 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1086368.250000 Penalty: 927.493042
	Iteration 19Q: 3 clusters Score -1086368 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1086425.750000 Penalty: 927.493042
	Iteration 20F: 3 clusters Score -1086426 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1086472.625000 Penalty: 927.493042
	Iteration 21Q: 3 clusters Score -1086473 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1086516.375000 Penalty: 927.493042
	Iteration 22Q: 3 clusters Score -1086516 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1086567.500000 Penalty: 927.493042
	Iteration 23Q: 3 clusters Score -1086568 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1086637.000000 Penalty: 927.493042
	Iteration 24Q: 3 clusters Score -1086637 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1086717.625000 Penalty: 927.493042
	Iteration 25Q: 3 clusters Score -1086718 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1086791.000000 Penalty: 927.493042
	Iteration 26Q: 3 clusters Score -1086791 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1086866.750000 Penalty: 927.493042
	Iteration 27Q: 3 clusters Score -1086867 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1086942.000000 Penalty: 927.493042
	Iteration 28Q: 3 clusters Score -1086942 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1087018.000000 Penalty: 927.493042
	Iteration 29Q: 3 clusters Score -1087018 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1087098.500000 Penalty: 927.493042
	Iteration 30Q: 3 clusters Score -1087098 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1087197.125000 Penalty: 927.493042
	Iteration 31Q: 3 clusters Score -1087197 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1087301.750000 Penalty: 927.493042
	Iteration 32Q: 3 clusters Score -1087302 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1087417.750000 Penalty: 927.493042
	Iteration 33Q: 3 clusters Score -1087418 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1087537.375000 Penalty: 927.493042
	Iteration 34Q: 3 clusters Score -1087537 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1087644.625000 Penalty: 927.493042
	Iteration 35Q: 3 clusters Score -1087645 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1087740.625000 Penalty: 927.493042
	Iteration 36Q: 3 clusters Score -1087741 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1087852.000000 Penalty: 927.493042
	Iteration 37Q: 3 clusters Score -1087852 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1087966.000000 Penalty: 927.493042
	Iteration 38Q: 3 clusters Score -1087966 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1088066.875000 Penalty: 927.493042
	Iteration 39Q: 3 clusters Score -1088067 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1088147.375000 Penalty: 927.493042
	Iteration 40F: 3 clusters Score -1088147 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1088221.500000 Penalty: 927.493042
	Iteration 41Q: 3 clusters Score -1088222 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1088288.250000 Penalty: 927.493042
	Iteration 42Q: 3 clusters Score -1088288 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1088356.000000 Penalty: 927.493042
	Iteration 43Q: 3 clusters Score -1088356 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1088410.000000 Penalty: 927.493042
	Iteration 44Q: 3 clusters Score -1088410 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1088466.875000 Penalty: 927.493042
	Iteration 45Q: 3 clusters Score -1088467 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1088523.125000 Penalty: 927.493042
	Iteration 46Q: 3 clusters Score -1088523 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1088584.250000 Penalty: 927.493042
	Iteration 47Q: 3 clusters Score -1088584 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1088646.375000 Penalty: 927.493042
	Iteration 48Q: 3 clusters Score -1088646 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1088706.875000 Penalty: 927.493042
	Iteration 49Q: 3 clusters Score -1088707 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1088762.375000 Penalty: 927.493042
	Iteration 50Q: 3 clusters Score -1088762 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1088808.125000 Penalty: 927.493042
	Iteration 51Q: 3 clusters Score -1088808 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1088850.875000 Penalty: 927.493042
	Iteration 52Q: 3 clusters Score -1088851 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1088895.375000 Penalty: 927.493042
	Iteration 53Q: 3 clusters Score -1088895 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1088940.875000 Penalty: 927.493042
	Iteration 54Q: 3 clusters Score -1088941 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1088982.125000 Penalty: 927.493042
	Iteration 55Q: 3 clusters Score -1088982 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1089017.375000 Penalty: 927.493042
	Iteration 56Q: 3 clusters Score -1089017 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1089049.500000 Penalty: 927.493042
	Iteration 57Q: 3 clusters Score -1089050 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1089089.875000 Penalty: 927.493042
	Iteration 58Q: 3 clusters Score -1089090 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1089121.250000 Penalty: 927.493042
	Iteration 59Q: 3 clusters Score -1089121 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1089152.250000 Penalty: 927.493042
	Iteration 60F: 3 clusters Score -1089152 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1089171.250000 Penalty: 927.493042
	Iteration 61Q: 3 clusters Score -1089171 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1089191.750000 Penalty: 927.493042
	Iteration 62Q: 3 clusters Score -1089192 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1089207.000000 Penalty: 927.493042
	Iteration 63Q: 3 clusters Score -1089207 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1089220.625000 Penalty: 927.493042
	Iteration 64Q: 3 clusters Score -1089221 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1089233.625000 Penalty: 927.493042
	Iteration 65Q: 3 clusters Score -1089234 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1089249.250000 Penalty: 927.493042
	Iteration 66Q: 3 clusters Score -1089249 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1089264.625000 Penalty: 927.493042
	Iteration 67Q: 3 clusters Score -1089265 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1089276.125000 Penalty: 927.493042
	Iteration 68Q: 3 clusters Score -1089276 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1089290.625000 Penalty: 927.493042
	Iteration 69Q: 3 clusters Score -1089291 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1089311.625000 Penalty: 927.493042
	Iteration 70Q: 3 clusters Score -1089312 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1089323.750000 Penalty: 927.493042
	Iteration 71Q: 3 clusters Score -1089324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1089330.000000 Penalty: 927.493042
	Iteration 72Q: 3 clusters Score -1089330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1089340.125000 Penalty: 927.493042
	Iteration 73Q: 3 clusters Score -1089340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1089350.375000 Penalty: 927.493042
	Iteration 74Q: 3 clusters Score -1089350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1089356.750000 Penalty: 927.493042
	Iteration 75Q: 3 clusters Score -1089357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1089366.250000 Penalty: 927.493042
	Iteration 76Q: 3 clusters Score -1089366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1089372.000000 Penalty: 927.493042
	Iteration 77Q: 3 clusters Score -1089372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1089377.000000 Penalty: 927.493042
	Iteration 78Q: 3 clusters Score -1089377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1089382.375000 Penalty: 927.493042
	Iteration 79Q: 3 clusters Score -1089382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1089389.875000 Penalty: 927.493042
	Iteration 80F: 3 clusters Score -1089390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1089394.500000 Penalty: 927.493042
	Iteration 81Q: 3 clusters Score -1089394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1089397.625000 Penalty: 927.493042
	Iteration 82Q: 3 clusters Score -1089398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1089403.625000 Penalty: 927.493042
	Iteration 83Q: 3 clusters Score -1089404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1089409.375000 Penalty: 927.493042
	Iteration 84Q: 3 clusters Score -1089409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1089414.375000 Penalty: 927.493042
	Iteration 85Q: 3 clusters Score -1089414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1089417.000000 Penalty: 927.493042
	Iteration 86Q: 3 clusters Score -1089417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1089418.250000 Penalty: 927.493042
	Iteration 87Q: 3 clusters Score -1089418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1089419.625000 Penalty: 927.493042
	Iteration 88Q: 3 clusters Score -1089420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1089422.000000 Penalty: 927.493042
	Iteration 89Q: 3 clusters Score -1089422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1089422.125000 Penalty: 927.493042
	Iteration 90Q: 3 clusters Score -1089422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1089424.500000 Penalty: 927.493042
	Iteration 91Q: 3 clusters Score -1089424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1089425.125000 Penalty: 927.493042
	Iteration 92Q: 3 clusters Score -1089425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1089430.375000 Penalty: 927.493042
	Iteration 93Q: 3 clusters Score -1089430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1089432.375000 Penalty: 927.493042
	Iteration 94Q: 3 clusters Score -1089432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1089434.750000 Penalty: 927.493042
	Iteration 95Q: 3 clusters Score -1089435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1089436.625000 Penalty: 927.493042
	Iteration 96Q: 3 clusters Score -1089437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1089438.375000 Penalty: 927.493042
	Iteration 97Q: 3 clusters Score -1089438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1089439.500000 Penalty: 927.493042
	Iteration 98Q: 3 clusters Score -1089440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1089440.625000 Penalty: 927.493042
	Iteration 99Q: 3 clusters Score -1089441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1089442.000000 Penalty: 927.493042
	Iteration 100F: 3 clusters Score -1089442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1089442.125000 Penalty: 927.493042
	Iteration 101Q: 3 clusters Score -1089442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1089442.125000 Penalty: 927.493042
	Iteration 102F: 3 clusters Score -1089442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -10088.039062 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -10088.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9726.301758 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -9726.302 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9791.618164 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -9791.618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9826.345703 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -9826.346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9850.750000 Penalty: 513.413574
	Iteration 3F: 3 clusters Score -9850.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9862.383789 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -9862.384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9866.845703 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -9866.846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9869.095703 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -9869.096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9869.501953 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -9869.502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9869.501953 Penalty: 513.413574
	Iteration 8F: 3 clusters Score -9869.502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Entering Unmasked Estep 
Score: -138290.750000 Penalty: 372.268280
	Iteration 0F: 2 clusters Score -138290.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -135872.781250 Penalty: 744.536560
	Iteration 0F: 3 clusters Score -135872.8 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -136799.375000 Penalty: 744.536560
	Iteration 1F: 3 clusters Score -136799.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -137002.484375 Penalty: 744.536560
	Iteration 2F: 3 clusters Score -137002.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -137234.296875 Penalty: 744.536560
	Iteration 3F: 3 clusters Score -137234.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -137497.640625 Penalty: 744.536560
	Iteration 4F: 3 clusters Score -137497.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -137670.500000 Penalty: 744.536560
	Iteration 5F: 3 clusters Score -137670.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -137762.015625 Penalty: 744.536560
	Iteration 6Q: 3 clusters Score -137762 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -137838.953125 Penalty: 744.536560
	Iteration 7Q: 3 clusters Score -137839 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -137893.531250 Penalty: 744.536560
	Iteration 8Q: 3 clusters Score -137893.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -137942.187500 Penalty: 744.536560
	Iteration 9Q: 3 clusters Score -137942.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -137974.046875 Penalty: 744.536560
	Iteration 10Q: 3 clusters Score -137974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -137998.687500 Penalty: 744.536560
	Iteration 11Q: 3 clusters Score -137998.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -138014.812500 Penalty: 744.536560
	Iteration 12Q: 3 clusters Score -138014.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -138023.500000 Penalty: 744.536560
	Iteration 13Q: 3 clusters Score -138023.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -138026.906250 Penalty: 744.536560
	Iteration 14Q: 3 clusters Score -138026.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -138027.796875 Penalty: 744.536560
	Iteration 15Q: 3 clusters Score -138027.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -138028.328125 Penalty: 744.536560
	Iteration 16Q: 3 clusters Score -138028.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -138028.828125 Penalty: 744.536560
	Iteration 17Q: 3 clusters Score -138028.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -138029.781250 Penalty: 744.536560
	Iteration 18Q: 3 clusters Score -138029.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -138030.046875 Penalty: 744.536560
	Iteration 19Q: 3 clusters Score -138030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -138030.265625 Penalty: 744.536560
	Iteration 20F: 3 clusters Score -138030.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -138030.843750 Penalty: 744.536560
	Iteration 21Q: 3 clusters Score -138030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -138031.203125 Penalty: 744.536560
	Iteration 22Q: 3 clusters Score -138031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -138031.515625 Penalty: 744.536560
	Iteration 23Q: 3 clusters Score -138031.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -138031.781250 Penalty: 744.536560
	Iteration 24Q: 3 clusters Score -138031.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -138032.078125 Penalty: 744.536560
	Iteration 25Q: 3 clusters Score -138032.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -138032.531250 Penalty: 744.536560
	Iteration 26Q: 3 clusters Score -138032.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -138033.218750 Penalty: 744.536560
	Iteration 27Q: 3 clusters Score -138033.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -138033.875000 Penalty: 744.536560
	Iteration 28Q: 3 clusters Score -138033.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -138034.562500 Penalty: 744.536560
	Iteration 29Q: 3 clusters Score -138034.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -138035.625000 Penalty: 744.536560
	Iteration 30Q: 3 clusters Score -138035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -138036.796875 Penalty: 744.536560
	Iteration 31Q: 3 clusters Score -138036.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -138037.406250 Penalty: 744.536560
	Iteration 32Q: 3 clusters Score -138037.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -138037.546875 Penalty: 744.536560
	Iteration 33Q: 3 clusters Score -138037.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -138037.546875 Penalty: 744.536560
	Iteration 34F: 3 clusters Score -138037.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Entering Unmasked Estep 
Score: -133457.765625 Penalty: 369.174530
	Iteration 0F: 2 clusters Score -133457.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -131199.531250 Penalty: 738.349060
	Iteration 0F: 3 clusters Score -131199.5 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -132001.109375 Penalty: 738.349060
	Iteration 1F: 3 clusters Score -132001.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -132140.734375 Penalty: 738.349060
	Iteration 2F: 3 clusters Score -132140.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -132320.796875 Penalty: 738.349060
	Iteration 3F: 3 clusters Score -132320.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -132537.109375 Penalty: 738.349060
	Iteration 4F: 3 clusters Score -132537.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -132765.375000 Penalty: 738.349060
	Iteration 5F: 3 clusters Score -132765.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -132919.109375 Penalty: 738.349060
	Iteration 6F: 3 clusters Score -132919.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -133011.578125 Penalty: 738.349060
	Iteration 7Q: 3 clusters Score -133011.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -133057.390625 Penalty: 738.349060
	Iteration 8Q: 3 clusters Score -133057.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -133079.906250 Penalty: 738.349060
	Iteration 9Q: 3 clusters Score -133079.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -133090.109375 Penalty: 738.349060
	Iteration 10Q: 3 clusters Score -133090.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -133094.593750 Penalty: 738.349060
	Iteration 11Q: 3 clusters Score -133094.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -133098.203125 Penalty: 738.349060
	Iteration 12Q: 3 clusters Score -133098.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -133100.812500 Penalty: 738.349060
	Iteration 13Q: 3 clusters Score -133100.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -133102.734375 Penalty: 738.349060
	Iteration 14Q: 3 clusters Score -133102.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -133104.921875 Penalty: 738.349060
	Iteration 15Q: 3 clusters Score -133104.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -133105.375000 Penalty: 738.349060
	Iteration 16Q: 3 clusters Score -133105.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -133105.625000 Penalty: 738.349060
	Iteration 17Q: 3 clusters Score -133105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -133105.640625 Penalty: 738.349060
	Iteration 18Q: 3 clusters Score -133105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -133105.750000 Penalty: 738.349060
	Iteration 19Q: 3 clusters Score -133105.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -133105.875000 Penalty: 738.349060
	Iteration 20F: 3 clusters Score -133105.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -133106.203125 Penalty: 738.349060
	Iteration 21Q: 3 clusters Score -133106.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -133107.015625 Penalty: 738.349060
	Iteration 22Q: 3 clusters Score -133107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -133108.734375 Penalty: 738.349060
	Iteration 23Q: 3 clusters Score -133108.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -133110.093750 Penalty: 738.349060
	Iteration 24Q: 3 clusters Score -133110.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -133111.015625 Penalty: 738.349060
	Iteration 25Q: 3 clusters Score -133111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -133112.046875 Penalty: 738.349060
	Iteration 26Q: 3 clusters Score -133112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -133112.656250 Penalty: 738.349060
	Iteration 27Q: 3 clusters Score -133112.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -133113.109375 Penalty: 738.349060
	Iteration 28Q: 3 clusters Score -133113.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -133113.203125 Penalty: 738.349060
	Iteration 29Q: 3 clusters Score -133113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -133113.187500 Penalty: 738.349060
	Iteration 30Q: 3 clusters Score -133113.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -133113.187500 Penalty: 738.349060
	Iteration 31F: 3 clusters Score -133113.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (283974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283974 members 
Entering Unmasked Estep 
Score: -11799154.000000 Penalty: 571.327026
	Iteration 0F: 2 clusters Score -1.179915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141830 members 
Mstep: Class 2 contains 142144 members 
Entering Unmasked Estep 
Score: -11606152.000000 Penalty: 1142.654053
	Iteration 0F: 3 clusters Score -1.160615e+07 nChanged 139763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125751 members 
Mstep: Class 2 contains 158223 members 
Entering Unmasked Estep 
Score: -11693738.000000 Penalty: 1142.654053
	Iteration 1F: 3 clusters Score -1.169374e+07 nChanged 15142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114463 members 
Mstep: Class 2 contains 169511 members 
Entering Unmasked Estep 
Score: -11700582.000000 Penalty: 1142.654053
	Iteration 2F: 3 clusters Score -1.170058e+07 nChanged 18928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98845 members 
Mstep: Class 2 contains 185129 members 
Entering Unmasked Estep 
Score: -11711046.000000 Penalty: 1142.654053
	Iteration 3F: 3 clusters Score -1.171105e+07 nChanged 21495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80086 members 
Mstep: Class 2 contains 203888 members 
Entering Unmasked Estep 
Score: -11725288.000000 Penalty: 1142.654053
	Iteration 4F: 3 clusters Score -1.172529e+07 nChanged 21816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 224050 members 
Entering Unmasked Estep 
Score: -11742302.000000 Penalty: 1142.654053
	Iteration 5F: 3 clusters Score -1.17423e+07 nChanged 20506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 243882 members 
Entering Unmasked Estep 
Score: -11760316.000000 Penalty: 1142.654053
	Iteration 6F: 3 clusters Score -1.176032e+07 nChanged 17340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 261054 members 
Entering Unmasked Estep 
Score: -11777115.000000 Penalty: 1142.654053
	Iteration 7F: 3 clusters Score -1.177712e+07 nChanged 12372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 273408 members 
Entering Unmasked Estep 
Score: -11789478.000000 Penalty: 1142.654053
	Iteration 8Q: 3 clusters Score -1.178948e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 279983 members 
Entering Unmasked Estep 
Score: -11795514.000000 Penalty: 1142.654053
	Iteration 9Q: 3 clusters Score -1.179551e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 282484 members 
Entering Unmasked Estep 
Score: -11797759.000000 Penalty: 1142.654053
	Iteration 10Q: 3 clusters Score -1.179776e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 283249 members 
Entering Unmasked Estep 
Score: -11798397.000000 Penalty: 1142.654053
	Iteration 11Q: 3 clusters Score -1.17984e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 283479 members 
Entering Unmasked Estep 
Score: -11798610.000000 Penalty: 1142.654053
	Iteration 12Q: 3 clusters Score -1.179861e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 283514 members 
Entering Unmasked Estep 
Score: -11798768.000000 Penalty: 1142.654053
	Iteration 13Q: 3 clusters Score -1.179877e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 283494 members 
Entering Unmasked Estep 
Score: -11798858.000000 Penalty: 1142.654053
	Iteration 14Q: 3 clusters Score -1.179886e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 283466 members 
Entering Unmasked Estep 
Score: -11798948.000000 Penalty: 1142.654053
	Iteration 15Q: 3 clusters Score -1.179895e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 283433 members 
Entering Unmasked Estep 
Score: -11798983.000000 Penalty: 1142.654053
	Iteration 16Q: 3 clusters Score -1.179898e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 283400 members 
Entering Unmasked Estep 
Score: -11799038.000000 Penalty: 1142.654053
	Iteration 17Q: 3 clusters Score -1.179904e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 283372 members 
Entering Unmasked Estep 
Score: -11799073.000000 Penalty: 1142.654053
	Iteration 18Q: 3 clusters Score -1.179907e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 283355 members 
Entering Unmasked Estep 
Score: -11799093.000000 Penalty: 1142.654053
	Iteration 19Q: 3 clusters Score -1.179909e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 283338 members 
Entering Unmasked Estep 
Score: -11799119.000000 Penalty: 1142.654053
	Iteration 20F: 3 clusters Score -1.179912e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 283307 members 
Entering Unmasked Estep 
Score: -11799138.000000 Penalty: 1142.654053
	Iteration 21Q: 3 clusters Score -1.179914e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 283277 members 
Entering Unmasked Estep 
Score: -11799172.000000 Penalty: 1142.654053
	Iteration 22Q: 3 clusters Score -1.179917e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 283256 members 
Entering Unmasked Estep 
Score: -11799191.000000 Penalty: 1142.654053
	Iteration 23Q: 3 clusters Score -1.179919e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 283237 members 
Entering Unmasked Estep 
Score: -11799201.000000 Penalty: 1142.654053
	Iteration 24Q: 3 clusters Score -1.17992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 283228 members 
Entering Unmasked Estep 
Score: -11799193.000000 Penalty: 1142.654053
	Iteration 25Q: 3 clusters Score -1.179919e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 283220 members 
Entering Unmasked Estep 
Score: -11799192.000000 Penalty: 1142.654053
	Iteration 26Q: 3 clusters Score -1.179919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 283216 members 
Entering Unmasked Estep 
Score: -11799200.000000 Penalty: 1142.654053
	Iteration 27Q: 3 clusters Score -1.17992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 283217 members 
Entering Unmasked Estep 
Score: -11799199.000000 Penalty: 1142.654053
	Iteration 28Q: 3 clusters Score -1.17992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 283215 members 
Entering Unmasked Estep 
Score: -11799189.000000 Penalty: 1142.654053
	Iteration 29Q: 3 clusters Score -1.179919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 283212 members 
Entering Unmasked Estep 
Score: -11799189.000000 Penalty: 1142.654053
	Iteration 30Q: 3 clusters Score -1.179919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 283209 members 
Entering Unmasked Estep 
Score: -11799208.000000 Penalty: 1142.654053
	Iteration 31Q: 3 clusters Score -1.179921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 283203 members 
Entering Unmasked Estep 
Score: -11799206.000000 Penalty: 1142.654053
	Iteration 32Q: 3 clusters Score -1.179921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 283200 members 
Entering Unmasked Estep 
Score: -11799197.000000 Penalty: 1142.654053
	Iteration 33Q: 3 clusters Score -1.17992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 283198 members 
Entering Unmasked Estep 
Score: -11799199.000000 Penalty: 1142.654053
	Iteration 34Q: 3 clusters Score -1.17992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 283197 members 
Entering Unmasked Estep 
Score: -11799195.000000 Penalty: 1142.654053
	Iteration 35Q: 3 clusters Score -1.17992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 283196 members 
Entering Unmasked Estep 
Score: -11799197.000000 Penalty: 1142.654053
	Iteration 36Q: 3 clusters Score -1.17992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 283195 members 
Entering Unmasked Estep 
Score: -11799194.000000 Penalty: 1142.654053
	Iteration 37Q: 3 clusters Score -1.179919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 283195 members 
Entering Unmasked Estep 
Score: -11799194.000000 Penalty: 1142.654053
	Iteration 38F: 3 clusters Score -1.179919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26695 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56957 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6056 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13120 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 217885 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 4116 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Mstep: Class 44 contains 283195 members 
Entering Unmasked Estep 
Score: -28356444.000000 Penalty: 27028.597656
Splitting cluster 12 changes total score from -28356470.000000 to -28356444.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (2119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Entering Unmasked Estep 
Score: -84826.656250 Penalty: 348.470825
	Iteration 0F: 2 clusters Score -84826.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -83303.937500 Penalty: 696.941650
	Iteration 0F: 3 clusters Score -83303.94 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -83758.078125 Penalty: 696.941650
	Iteration 1F: 3 clusters Score -83758.08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -83829.890625 Penalty: 696.941650
	Iteration 2F: 3 clusters Score -83829.89 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -83901.804688 Penalty: 696.941650
	Iteration 3F: 3 clusters Score -83901.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -83963.062500 Penalty: 696.941650
	Iteration 4F: 3 clusters Score -83963.06 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -84018.273438 Penalty: 696.941650
	Iteration 5F: 3 clusters Score -84018.27 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -84083.570312 Penalty: 696.941650
	Iteration 6F: 3 clusters Score -84083.57 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -84167.632812 Penalty: 696.941650
	Iteration 7F: 3 clusters Score -84167.63 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -84274.710938 Penalty: 696.941650
	Iteration 8F: 3 clusters Score -84274.71 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -84350.085938 Penalty: 696.941650
	Iteration 9F: 3 clusters Score -84350.09 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84401.773438 Penalty: 696.941650
	Iteration 10Q: 3 clusters Score -84401.77 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -84449.234375 Penalty: 696.941650
	Iteration 11Q: 3 clusters Score -84449.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -84473.656250 Penalty: 696.941650
	Iteration 12Q: 3 clusters Score -84473.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -84486.812500 Penalty: 696.941650
	Iteration 13Q: 3 clusters Score -84486.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -84498.539062 Penalty: 696.941650
	Iteration 14Q: 3 clusters Score -84498.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -84511.765625 Penalty: 696.941650
	Iteration 15Q: 3 clusters Score -84511.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -84519.781250 Penalty: 696.941650
	Iteration 16Q: 3 clusters Score -84519.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -84524.585938 Penalty: 696.941650
	Iteration 17Q: 3 clusters Score -84524.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -84527.984375 Penalty: 696.941650
	Iteration 18Q: 3 clusters Score -84527.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -84531.781250 Penalty: 696.941650
	Iteration 19Q: 3 clusters Score -84531.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -84534.062500 Penalty: 696.941650
	Iteration 20F: 3 clusters Score -84534.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -84536.500000 Penalty: 696.941650
	Iteration 21Q: 3 clusters Score -84536.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -84538.054688 Penalty: 696.941650
	Iteration 22Q: 3 clusters Score -84538.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -84539.492188 Penalty: 696.941650
	Iteration 23Q: 3 clusters Score -84539.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -84541.492188 Penalty: 696.941650
	Iteration 24Q: 3 clusters Score -84541.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -84543.328125 Penalty: 696.941650
	Iteration 25Q: 3 clusters Score -84543.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -84545.093750 Penalty: 696.941650
	Iteration 26Q: 3 clusters Score -84545.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -84545.945312 Penalty: 696.941650
	Iteration 27Q: 3 clusters Score -84545.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -84547.312500 Penalty: 696.941650
	Iteration 28Q: 3 clusters Score -84547.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -84549.507812 Penalty: 696.941650
	Iteration 29Q: 3 clusters Score -84549.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -84550.109375 Penalty: 696.941650
	Iteration 30Q: 3 clusters Score -84550.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -84550.695312 Penalty: 696.941650
	Iteration 31Q: 3 clusters Score -84550.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -84551.250000 Penalty: 696.941650
	Iteration 32Q: 3 clusters Score -84551.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -84551.250000 Penalty: 696.941650
	Iteration 33F: 3 clusters Score -84551.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Entering Unmasked Estep 
Score: -2300508.500000 Penalty: 498.227386
	Iteration 0F: 2 clusters Score -2300508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -2262021.000000 Penalty: 996.454773
	Iteration 0F: 3 clusters Score -2262021 nChanged 27821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -2278880.000000 Penalty: 996.454773
	Iteration 1F: 3 clusters Score -2278880 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -2279878.250000 Penalty: 996.454773
	Iteration 2Q: 3 clusters Score -2279878 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -2281374.000000 Penalty: 996.454773
	Iteration 3F: 3 clusters Score -2281374 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2283831.500000 Penalty: 996.454773
	Iteration 4F: 3 clusters Score -2283832 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2287567.250000 Penalty: 996.454773
	Iteration 5F: 3 clusters Score -2287567 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2291974.000000 Penalty: 996.454773
	Iteration 6F: 3 clusters Score -2291974 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2295959.500000 Penalty: 996.454773
	Iteration 7F: 3 clusters Score -2295960 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2298382.500000 Penalty: 996.454773
	Iteration 8Q: 3 clusters Score -2298382 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2299474.750000 Penalty: 996.454773
	Iteration 9Q: 3 clusters Score -2299475 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2299913.500000 Penalty: 996.454773
	Iteration 10Q: 3 clusters Score -2299914 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56559 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2300079.750000 Penalty: 996.454773
	Iteration 11Q: 3 clusters Score -2300080 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2300153.250000 Penalty: 996.454773
	Iteration 12Q: 3 clusters Score -2300153 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56680 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2300195.500000 Penalty: 996.454773
	Iteration 13Q: 3 clusters Score -2300196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2300213.000000 Penalty: 996.454773
	Iteration 14Q: 3 clusters Score -2300213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2300223.000000 Penalty: 996.454773
	Iteration 15Q: 3 clusters Score -2300223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2300242.250000 Penalty: 996.454773
	Iteration 16Q: 3 clusters Score -2300242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2300262.750000 Penalty: 996.454773
	Iteration 17Q: 3 clusters Score -2300263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2300287.250000 Penalty: 996.454773
	Iteration 18Q: 3 clusters Score -2300287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56673 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2300303.500000 Penalty: 996.454773
	Iteration 19Q: 3 clusters Score -2300304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2300314.250000 Penalty: 996.454773
	Iteration 20F: 3 clusters Score -2300314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56650 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2300322.250000 Penalty: 996.454773
	Iteration 21Q: 3 clusters Score -2300322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56634 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2300328.500000 Penalty: 996.454773
	Iteration 22Q: 3 clusters Score -2300328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2300327.500000 Penalty: 996.454773
	Iteration 23Q: 3 clusters Score -2300328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56623 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2300326.750000 Penalty: 996.454773
	Iteration 24Q: 3 clusters Score -2300327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2300328.250000 Penalty: 996.454773
	Iteration 25Q: 3 clusters Score -2300328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2300328.250000 Penalty: 996.454773
	Iteration 26F: 3 clusters Score -2300328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -24852.570312 Penalty: 295.465790
	Iteration 0F: 2 clusters Score -24852.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -24257.884766 Penalty: 590.931580
	Iteration 0F: 3 clusters Score -24257.88 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -24408.101562 Penalty: 590.931580
	Iteration 1F: 3 clusters Score -24408.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -24441.613281 Penalty: 590.931580
	Iteration 2F: 3 clusters Score -24441.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -24465.078125 Penalty: 590.931580
	Iteration 3Q: 3 clusters Score -24465.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -24482.041016 Penalty: 590.931580
	Iteration 4Q: 3 clusters Score -24482.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -24487.943359 Penalty: 590.931580
	Iteration 5Q: 3 clusters Score -24487.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -24492.972656 Penalty: 590.931580
	Iteration 6Q: 3 clusters Score -24492.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -24500.125000 Penalty: 590.931580
	Iteration 7Q: 3 clusters Score -24500.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -24504.511719 Penalty: 590.931580
	Iteration 8Q: 3 clusters Score -24504.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -24510.513672 Penalty: 590.931580
	Iteration 9Q: 3 clusters Score -24510.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -24514.044922 Penalty: 590.931580
	Iteration 10Q: 3 clusters Score -24514.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -24516.343750 Penalty: 590.931580
	Iteration 11Q: 3 clusters Score -24516.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -24518.505859 Penalty: 590.931580
	Iteration 12Q: 3 clusters Score -24518.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -24519.787109 Penalty: 590.931580
	Iteration 13Q: 3 clusters Score -24519.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -24521.033203 Penalty: 590.931580
	Iteration 14Q: 3 clusters Score -24521.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -24521.289062 Penalty: 590.931580
	Iteration 15Q: 3 clusters Score -24521.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -24521.289062 Penalty: 590.931580
	Iteration 16F: 3 clusters Score -24521.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -17109.310547 Penalty: 279.755310
	Iteration 0F: 2 clusters Score -17109.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16645.833984 Penalty: 559.510620
	Iteration 0F: 3 clusters Score -16645.83 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -16778.470703 Penalty: 559.510620
	Iteration 1F: 3 clusters Score -16778.47 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -16818.759766 Penalty: 559.510620
	Iteration 2F: 3 clusters Score -16818.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16842.023438 Penalty: 559.510620
	Iteration 3Q: 3 clusters Score -16842.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16855.832031 Penalty: 559.510620
	Iteration 4Q: 3 clusters Score -16855.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16865.460938 Penalty: 559.510620
	Iteration 5Q: 3 clusters Score -16865.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16871.345703 Penalty: 559.510620
	Iteration 6Q: 3 clusters Score -16871.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -16873.632812 Penalty: 559.510620
	Iteration 7Q: 3 clusters Score -16873.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -16875.087891 Penalty: 559.510620
	Iteration 8Q: 3 clusters Score -16875.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -16877.656250 Penalty: 559.510620
	Iteration 9Q: 3 clusters Score -16877.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -16878.488281 Penalty: 559.510620
	Iteration 10Q: 3 clusters Score -16878.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16879.261719 Penalty: 559.510620
	Iteration 11Q: 3 clusters Score -16879.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16880.490234 Penalty: 559.510620
	Iteration 12Q: 3 clusters Score -16880.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16880.693359 Penalty: 559.510620
	Iteration 13Q: 3 clusters Score -16880.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16880.693359 Penalty: 559.510620
	Iteration 14F: 3 clusters Score -16880.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Entering Unmasked Estep 
Score: -253242.593750 Penalty: 398.913483
	Iteration 0F: 2 clusters Score -253242.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -248943.578125 Penalty: 797.826965
	Iteration 0F: 3 clusters Score -248943.6 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -250794.171875 Penalty: 797.826965
	Iteration 1F: 3 clusters Score -250794.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -251128.468750 Penalty: 797.826965
	Iteration 2F: 3 clusters Score -251128.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -251417.734375 Penalty: 797.826965
	Iteration 3F: 3 clusters Score -251417.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -251671.468750 Penalty: 797.826965
	Iteration 4F: 3 clusters Score -251671.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -251938.109375 Penalty: 797.826965
	Iteration 5F: 3 clusters Score -251938.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -252169.781250 Penalty: 797.826965
	Iteration 6F: 3 clusters Score -252169.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -252294.546875 Penalty: 797.826965
	Iteration 7Q: 3 clusters Score -252294.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -252368.390625 Penalty: 797.826965
	Iteration 8Q: 3 clusters Score -252368.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -252431.734375 Penalty: 797.826965
	Iteration 9Q: 3 clusters Score -252431.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -252489.468750 Penalty: 797.826965
	Iteration 10Q: 3 clusters Score -252489.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -252554.906250 Penalty: 797.826965
	Iteration 11Q: 3 clusters Score -252554.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -252632.843750 Penalty: 797.826965
	Iteration 12Q: 3 clusters Score -252632.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -252713.359375 Penalty: 797.826965
	Iteration 13Q: 3 clusters Score -252713.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -252784.203125 Penalty: 797.826965
	Iteration 14Q: 3 clusters Score -252784.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -252837.703125 Penalty: 797.826965
	Iteration 15Q: 3 clusters Score -252837.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -252875.656250 Penalty: 797.826965
	Iteration 16Q: 3 clusters Score -252875.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -252898.203125 Penalty: 797.826965
	Iteration 17Q: 3 clusters Score -252898.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -252915.593750 Penalty: 797.826965
	Iteration 18Q: 3 clusters Score -252915.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -252931.750000 Penalty: 797.826965
	Iteration 19Q: 3 clusters Score -252931.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -252944.984375 Penalty: 797.826965
	Iteration 20F: 3 clusters Score -252945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -252958.140625 Penalty: 797.826965
	Iteration 21Q: 3 clusters Score -252958.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -252973.875000 Penalty: 797.826965
	Iteration 22Q: 3 clusters Score -252973.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -252987.140625 Penalty: 797.826965
	Iteration 23Q: 3 clusters Score -252987.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -252999.859375 Penalty: 797.826965
	Iteration 24Q: 3 clusters Score -252999.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -253011.703125 Penalty: 797.826965
	Iteration 25Q: 3 clusters Score -253011.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -253024.406250 Penalty: 797.826965
	Iteration 26Q: 3 clusters Score -253024.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -253034.734375 Penalty: 797.826965
	Iteration 27Q: 3 clusters Score -253034.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -253049.515625 Penalty: 797.826965
	Iteration 28Q: 3 clusters Score -253049.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -253061.234375 Penalty: 797.826965
	Iteration 29Q: 3 clusters Score -253061.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -253074.265625 Penalty: 797.826965
	Iteration 30Q: 3 clusters Score -253074.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -253085.000000 Penalty: 797.826965
	Iteration 31Q: 3 clusters Score -253085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -253095.656250 Penalty: 797.826965
	Iteration 32Q: 3 clusters Score -253095.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -253102.593750 Penalty: 797.826965
	Iteration 33Q: 3 clusters Score -253102.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -253106.250000 Penalty: 797.826965
	Iteration 34Q: 3 clusters Score -253106.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -253107.953125 Penalty: 797.826965
	Iteration 35Q: 3 clusters Score -253108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -253110.343750 Penalty: 797.826965
	Iteration 36Q: 3 clusters Score -253110.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -253113.093750 Penalty: 797.826965
	Iteration 37Q: 3 clusters Score -253113.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -253113.734375 Penalty: 797.826965
	Iteration 38Q: 3 clusters Score -253113.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -253114.218750 Penalty: 797.826965
	Iteration 39Q: 3 clusters Score -253114.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -253114.421875 Penalty: 797.826965
	Iteration 40F: 3 clusters Score -253114.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -253115.031250 Penalty: 797.826965
	Iteration 41Q: 3 clusters Score -253115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -253115.656250 Penalty: 797.826965
	Iteration 42Q: 3 clusters Score -253115.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -253116.734375 Penalty: 797.826965
	Iteration 43Q: 3 clusters Score -253116.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -253116.765625 Penalty: 797.826965
	Iteration 44Q: 3 clusters Score -253116.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -253117.187500 Penalty: 797.826965
	Iteration 45Q: 3 clusters Score -253117.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -253117.390625 Penalty: 797.826965
	Iteration 46Q: 3 clusters Score -253117.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -253117.484375 Penalty: 797.826965
	Iteration 47Q: 3 clusters Score -253117.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -253117.812500 Penalty: 797.826965
	Iteration 48Q: 3 clusters Score -253117.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -253118.359375 Penalty: 797.826965
	Iteration 49Q: 3 clusters Score -253118.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -253118.953125 Penalty: 797.826965
	Iteration 50Q: 3 clusters Score -253119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -253118.781250 Penalty: 797.826965
	Iteration 51Q: 3 clusters Score -253118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -253119.375000 Penalty: 797.826965
	Iteration 52Q: 3 clusters Score -253119.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -253119.375000 Penalty: 797.826965
	Iteration 53F: 3 clusters Score -253119.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Entering Unmasked Estep 
Score: -137216.140625 Penalty: 370.211578
	Iteration 0F: 2 clusters Score -137216.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -134840.171875 Penalty: 740.423157
	Iteration 0F: 3 clusters Score -134840.2 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -135830.062500 Penalty: 740.423157
	Iteration 1F: 3 clusters Score -135830.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -136070.062500 Penalty: 740.423157
	Iteration 2F: 3 clusters Score -136070.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -136355.781250 Penalty: 740.423157
	Iteration 3F: 3 clusters Score -136355.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -136610.750000 Penalty: 740.423157
	Iteration 4F: 3 clusters Score -136610.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -136761.859375 Penalty: 740.423157
	Iteration 5F: 3 clusters Score -136761.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -136840.906250 Penalty: 740.423157
	Iteration 6Q: 3 clusters Score -136840.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -136888.250000 Penalty: 740.423157
	Iteration 7Q: 3 clusters Score -136888.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -136915.656250 Penalty: 740.423157
	Iteration 8Q: 3 clusters Score -136915.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -136938.062500 Penalty: 740.423157
	Iteration 9Q: 3 clusters Score -136938.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -136953.562500 Penalty: 740.423157
	Iteration 10Q: 3 clusters Score -136953.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -136963.218750 Penalty: 740.423157
	Iteration 11Q: 3 clusters Score -136963.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -136970.421875 Penalty: 740.423157
	Iteration 12Q: 3 clusters Score -136970.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -136979.687500 Penalty: 740.423157
	Iteration 13Q: 3 clusters Score -136979.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -136988.000000 Penalty: 740.423157
	Iteration 14Q: 3 clusters Score -136988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -136993.093750 Penalty: 740.423157
	Iteration 15Q: 3 clusters Score -136993.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -136996.406250 Penalty: 740.423157
	Iteration 16Q: 3 clusters Score -136996.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -136998.781250 Penalty: 740.423157
	Iteration 17Q: 3 clusters Score -136998.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -137000.359375 Penalty: 740.423157
	Iteration 18Q: 3 clusters Score -137000.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -137002.578125 Penalty: 740.423157
	Iteration 19Q: 3 clusters Score -137002.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -137004.984375 Penalty: 740.423157
	Iteration 20F: 3 clusters Score -137005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -137013.765625 Penalty: 740.423157
	Iteration 21Q: 3 clusters Score -137013.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -137021.328125 Penalty: 740.423157
	Iteration 22Q: 3 clusters Score -137021.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -137027.203125 Penalty: 740.423157
	Iteration 23Q: 3 clusters Score -137027.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -137031.187500 Penalty: 740.423157
	Iteration 24Q: 3 clusters Score -137031.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -137034.031250 Penalty: 740.423157
	Iteration 25Q: 3 clusters Score -137034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -137037.453125 Penalty: 740.423157
	Iteration 26Q: 3 clusters Score -137037.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -137042.328125 Penalty: 740.423157
	Iteration 27Q: 3 clusters Score -137042.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -137046.828125 Penalty: 740.423157
	Iteration 28Q: 3 clusters Score -137046.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -137052.453125 Penalty: 740.423157
	Iteration 29Q: 3 clusters Score -137052.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -137054.500000 Penalty: 740.423157
	Iteration 30Q: 3 clusters Score -137054.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -137055.062500 Penalty: 740.423157
	Iteration 31Q: 3 clusters Score -137055.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -137055.218750 Penalty: 740.423157
	Iteration 32Q: 3 clusters Score -137055.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -137055.859375 Penalty: 740.423157
	Iteration 33Q: 3 clusters Score -137055.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -137056.437500 Penalty: 740.423157
	Iteration 34Q: 3 clusters Score -137056.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -137056.765625 Penalty: 740.423157
	Iteration 35Q: 3 clusters Score -137056.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -137057.171875 Penalty: 740.423157
	Iteration 36Q: 3 clusters Score -137057.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -137057.171875 Penalty: 740.423157
	Iteration 37F: 3 clusters Score -137057.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Entering Unmasked Estep 
Score: -304367.062500 Penalty: 405.920227
	Iteration 0F: 2 clusters Score -304367.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -299357.093750 Penalty: 811.840454
	Iteration 0F: 3 clusters Score -299357.1 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -301266.687500 Penalty: 811.840454
	Iteration 1F: 3 clusters Score -301266.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -301419.906250 Penalty: 811.840454
	Iteration 2F: 3 clusters Score -301419.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -301580.406250 Penalty: 811.840454
	Iteration 3F: 3 clusters Score -301580.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -301758.625000 Penalty: 811.840454
	Iteration 4F: 3 clusters Score -301758.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -301960.750000 Penalty: 811.840454
	Iteration 5Q: 3 clusters Score -301960.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -302213.906250 Penalty: 811.840454
	Iteration 6F: 3 clusters Score -302213.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -302476.000000 Penalty: 811.840454
	Iteration 7F: 3 clusters Score -302476 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -302708.375000 Penalty: 811.840454
	Iteration 8Q: 3 clusters Score -302708.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -302890.093750 Penalty: 811.840454
	Iteration 9Q: 3 clusters Score -302890.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -303018.250000 Penalty: 811.840454
	Iteration 10Q: 3 clusters Score -303018.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -303114.312500 Penalty: 811.840454
	Iteration 11Q: 3 clusters Score -303114.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -303189.093750 Penalty: 811.840454
	Iteration 12Q: 3 clusters Score -303189.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -303273.250000 Penalty: 811.840454
	Iteration 13Q: 3 clusters Score -303273.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -303397.375000 Penalty: 811.840454
	Iteration 14Q: 3 clusters Score -303397.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -303520.906250 Penalty: 811.840454
	Iteration 15Q: 3 clusters Score -303520.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -303644.812500 Penalty: 811.840454
	Iteration 16Q: 3 clusters Score -303644.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -303796.250000 Penalty: 811.840454
	Iteration 17Q: 3 clusters Score -303796.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -303901.593750 Penalty: 811.840454
	Iteration 18Q: 3 clusters Score -303901.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -303972.718750 Penalty: 811.840454
	Iteration 19Q: 3 clusters Score -303972.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -304017.093750 Penalty: 811.840454
	Iteration 20F: 3 clusters Score -304017.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -304047.343750 Penalty: 811.840454
	Iteration 21Q: 3 clusters Score -304047.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -304059.437500 Penalty: 811.840454
	Iteration 22Q: 3 clusters Score -304059.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -304069.906250 Penalty: 811.840454
	Iteration 23Q: 3 clusters Score -304069.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -304073.125000 Penalty: 811.840454
	Iteration 24Q: 3 clusters Score -304073.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -304077.093750 Penalty: 811.840454
	Iteration 25Q: 3 clusters Score -304077.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -304080.437500 Penalty: 811.840454
	Iteration 26Q: 3 clusters Score -304080.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -304083.937500 Penalty: 811.840454
	Iteration 27Q: 3 clusters Score -304083.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -304087.562500 Penalty: 811.840454
	Iteration 28Q: 3 clusters Score -304087.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -304088.812500 Penalty: 811.840454
	Iteration 29Q: 3 clusters Score -304088.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -304089.781250 Penalty: 811.840454
	Iteration 30Q: 3 clusters Score -304089.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -304091.875000 Penalty: 811.840454
	Iteration 31Q: 3 clusters Score -304091.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -304093.468750 Penalty: 811.840454
	Iteration 32Q: 3 clusters Score -304093.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -304095.562500 Penalty: 811.840454
	Iteration 33Q: 3 clusters Score -304095.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -304097.593750 Penalty: 811.840454
	Iteration 34Q: 3 clusters Score -304097.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -304098.812500 Penalty: 811.840454
	Iteration 35Q: 3 clusters Score -304098.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -304099.156250 Penalty: 811.840454
	Iteration 36Q: 3 clusters Score -304099.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -304099.375000 Penalty: 811.840454
	Iteration 37Q: 3 clusters Score -304099.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -304100.875000 Penalty: 811.840454
	Iteration 38Q: 3 clusters Score -304100.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -304101.812500 Penalty: 811.840454
	Iteration 39Q: 3 clusters Score -304101.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -304102.062500 Penalty: 811.840454
	Iteration 40F: 3 clusters Score -304102.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -304102.062500 Penalty: 811.840454
	Iteration 41Q: 3 clusters Score -304102.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -304102.281250 Penalty: 811.840454
	Iteration 42Q: 3 clusters Score -304102.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -304102.343750 Penalty: 811.840454
	Iteration 43Q: 3 clusters Score -304102.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -304102.343750 Penalty: 811.840454
	Iteration 44F: 3 clusters Score -304102.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Entering Unmasked Estep 
Score: -240622.390625 Penalty: 396.250641
	Iteration 0F: 2 clusters Score -240622.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -236499.375000 Penalty: 792.501282
	Iteration 0F: 3 clusters Score -236499.4 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -238105.828125 Penalty: 792.501282
	Iteration 1F: 3 clusters Score -238105.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -238284.046875 Penalty: 792.501282
	Iteration 2F: 3 clusters Score -238284 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -238539.906250 Penalty: 792.501282
	Iteration 3F: 3 clusters Score -238539.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -238858.468750 Penalty: 792.501282
	Iteration 4F: 3 clusters Score -238858.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -239158.640625 Penalty: 792.501282
	Iteration 5F: 3 clusters Score -239158.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -239419.953125 Penalty: 792.501282
	Iteration 6F: 3 clusters Score -239420 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -239661.281250 Penalty: 792.501282
	Iteration 7Q: 3 clusters Score -239661.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -239856.828125 Penalty: 792.501282
	Iteration 8Q: 3 clusters Score -239856.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -239975.000000 Penalty: 792.501282
	Iteration 9Q: 3 clusters Score -239975 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -240061.031250 Penalty: 792.501282
	Iteration 10Q: 3 clusters Score -240061 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -240137.171875 Penalty: 792.501282
	Iteration 11Q: 3 clusters Score -240137.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -240194.015625 Penalty: 792.501282
	Iteration 12Q: 3 clusters Score -240194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -240220.234375 Penalty: 792.501282
	Iteration 13Q: 3 clusters Score -240220.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -240235.843750 Penalty: 792.501282
	Iteration 14Q: 3 clusters Score -240235.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -240248.625000 Penalty: 792.501282
	Iteration 15Q: 3 clusters Score -240248.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -240256.453125 Penalty: 792.501282
	Iteration 16Q: 3 clusters Score -240256.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -240263.312500 Penalty: 792.501282
	Iteration 17Q: 3 clusters Score -240263.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -240270.140625 Penalty: 792.501282
	Iteration 18Q: 3 clusters Score -240270.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -240277.187500 Penalty: 792.501282
	Iteration 19Q: 3 clusters Score -240277.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -240284.843750 Penalty: 792.501282
	Iteration 20F: 3 clusters Score -240284.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -240288.796875 Penalty: 792.501282
	Iteration 21Q: 3 clusters Score -240288.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -240292.421875 Penalty: 792.501282
	Iteration 22Q: 3 clusters Score -240292.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -240297.984375 Penalty: 792.501282
	Iteration 23Q: 3 clusters Score -240298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -240305.515625 Penalty: 792.501282
	Iteration 24Q: 3 clusters Score -240305.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -240309.640625 Penalty: 792.501282
	Iteration 25Q: 3 clusters Score -240309.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -240311.796875 Penalty: 792.501282
	Iteration 26Q: 3 clusters Score -240311.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -240314.437500 Penalty: 792.501282
	Iteration 27Q: 3 clusters Score -240314.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -240314.875000 Penalty: 792.501282
	Iteration 28Q: 3 clusters Score -240314.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -240315.687500 Penalty: 792.501282
	Iteration 29Q: 3 clusters Score -240315.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -240316.437500 Penalty: 792.501282
	Iteration 30Q: 3 clusters Score -240316.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -240317.515625 Penalty: 792.501282
	Iteration 31Q: 3 clusters Score -240317.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -240318.421875 Penalty: 792.501282
	Iteration 32Q: 3 clusters Score -240318.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -240318.671875 Penalty: 792.501282
	Iteration 33Q: 3 clusters Score -240318.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -240319.453125 Penalty: 792.501282
	Iteration 34Q: 3 clusters Score -240319.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -240319.453125 Penalty: 792.501282
	Iteration 35F: 3 clusters Score -240319.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Entering Unmasked Estep 
Score: -65958.898438 Penalty: 343.074127
	Iteration 0F: 2 clusters Score -65958.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -64594.105469 Penalty: 686.148254
	Iteration 0F: 3 clusters Score -64594.11 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -65137.656250 Penalty: 686.148254
	Iteration 1F: 3 clusters Score -65137.66 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -65234.238281 Penalty: 686.148254
	Iteration 2F: 3 clusters Score -65234.24 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -65295.265625 Penalty: 686.148254
	Iteration 3F: 3 clusters Score -65295.27 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -65330.691406 Penalty: 686.148254
	Iteration 4Q: 3 clusters Score -65330.69 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -65362.285156 Penalty: 686.148254
	Iteration 5Q: 3 clusters Score -65362.29 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -65384.503906 Penalty: 686.148254
	Iteration 6Q: 3 clusters Score -65384.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -65403.519531 Penalty: 686.148254
	Iteration 7Q: 3 clusters Score -65403.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -65429.671875 Penalty: 686.148254
	Iteration 8Q: 3 clusters Score -65429.67 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -65453.503906 Penalty: 686.148254
	Iteration 9Q: 3 clusters Score -65453.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -65483.523438 Penalty: 686.148254
	Iteration 10Q: 3 clusters Score -65483.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -65508.855469 Penalty: 686.148254
	Iteration 11Q: 3 clusters Score -65508.86 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -65538.632812 Penalty: 686.148254
	Iteration 12Q: 3 clusters Score -65538.63 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -65582.148438 Penalty: 686.148254
	Iteration 13Q: 3 clusters Score -65582.15 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -65626.937500 Penalty: 686.148254
	Iteration 14Q: 3 clusters Score -65626.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -65661.835938 Penalty: 686.148254
	Iteration 15Q: 3 clusters Score -65661.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -65699.460938 Penalty: 686.148254
	Iteration 16Q: 3 clusters Score -65699.46 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -65742.046875 Penalty: 686.148254
	Iteration 17Q: 3 clusters Score -65742.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -65781.945312 Penalty: 686.148254
	Iteration 18Q: 3 clusters Score -65781.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -65825.906250 Penalty: 686.148254
	Iteration 19Q: 3 clusters Score -65825.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -65850.085938 Penalty: 686.148254
	Iteration 20F: 3 clusters Score -65850.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -65860.140625 Penalty: 686.148254
	Iteration 21Q: 3 clusters Score -65860.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -65870.546875 Penalty: 686.148254
	Iteration 22Q: 3 clusters Score -65870.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -65877.882812 Penalty: 686.148254
	Iteration 23Q: 3 clusters Score -65877.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -65880.664062 Penalty: 686.148254
	Iteration 24Q: 3 clusters Score -65880.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -65883.164062 Penalty: 686.148254
	Iteration 25Q: 3 clusters Score -65883.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -65884.218750 Penalty: 686.148254
	Iteration 26Q: 3 clusters Score -65884.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -65885.117188 Penalty: 686.148254
	Iteration 27Q: 3 clusters Score -65885.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -65885.117188 Penalty: 686.148254
	Iteration 28F: 3 clusters Score -65885.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Entering Unmasked Estep 
Score: -78579.445312 Penalty: 343.243011
	Iteration 0F: 2 clusters Score -78579.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -77238.484375 Penalty: 686.486023
	Iteration 0F: 3 clusters Score -77238.48 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -77719.578125 Penalty: 686.486023
	Iteration 1F: 3 clusters Score -77719.58 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -77829.835938 Penalty: 686.486023
	Iteration 2F: 3 clusters Score -77829.84 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -77923.296875 Penalty: 686.486023
	Iteration 3F: 3 clusters Score -77923.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -78033.203125 Penalty: 686.486023
	Iteration 4F: 3 clusters Score -78033.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -78100.992188 Penalty: 686.486023
	Iteration 5Q: 3 clusters Score -78100.99 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -78151.546875 Penalty: 686.486023
	Iteration 6Q: 3 clusters Score -78151.55 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -78190.562500 Penalty: 686.486023
	Iteration 7Q: 3 clusters Score -78190.56 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -78219.164062 Penalty: 686.486023
	Iteration 8Q: 3 clusters Score -78219.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -78237.335938 Penalty: 686.486023
	Iteration 9Q: 3 clusters Score -78237.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -78247.070312 Penalty: 686.486023
	Iteration 10Q: 3 clusters Score -78247.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -78257.507812 Penalty: 686.486023
	Iteration 11Q: 3 clusters Score -78257.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -78265.453125 Penalty: 686.486023
	Iteration 12Q: 3 clusters Score -78265.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -78269.953125 Penalty: 686.486023
	Iteration 13Q: 3 clusters Score -78269.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -78274.265625 Penalty: 686.486023
	Iteration 14Q: 3 clusters Score -78274.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -78279.210938 Penalty: 686.486023
	Iteration 15Q: 3 clusters Score -78279.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -78283.453125 Penalty: 686.486023
	Iteration 16Q: 3 clusters Score -78283.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -78285.562500 Penalty: 686.486023
	Iteration 17Q: 3 clusters Score -78285.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -78287.351562 Penalty: 686.486023
	Iteration 18Q: 3 clusters Score -78287.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -78288.757812 Penalty: 686.486023
	Iteration 19Q: 3 clusters Score -78288.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -78289.367188 Penalty: 686.486023
	Iteration 20F: 3 clusters Score -78289.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -78290.078125 Penalty: 686.486023
	Iteration 21Q: 3 clusters Score -78290.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -78290.273438 Penalty: 686.486023
	Iteration 22Q: 3 clusters Score -78290.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -78290.468750 Penalty: 686.486023
	Iteration 23Q: 3 clusters Score -78290.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -78290.468750 Penalty: 686.486023
	Iteration 24F: 3 clusters Score -78290.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -66974.554688 Penalty: 339.216064
	Iteration 0F: 2 clusters Score -66974.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -65700.164062 Penalty: 678.432129
	Iteration 0F: 3 clusters Score -65700.16 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -66125.679688 Penalty: 678.432129
	Iteration 1F: 3 clusters Score -66125.68 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -66206.703125 Penalty: 678.432129
	Iteration 2F: 3 clusters Score -66206.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -66281.054688 Penalty: 678.432129
	Iteration 3F: 3 clusters Score -66281.05 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -66346.804688 Penalty: 678.432129
	Iteration 4F: 3 clusters Score -66346.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -66412.187500 Penalty: 678.432129
	Iteration 5Q: 3 clusters Score -66412.19 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -66477.812500 Penalty: 678.432129
	Iteration 6Q: 3 clusters Score -66477.81 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -66537.796875 Penalty: 678.432129
	Iteration 7Q: 3 clusters Score -66537.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -66584.890625 Penalty: 678.432129
	Iteration 8Q: 3 clusters Score -66584.89 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -66626.953125 Penalty: 678.432129
	Iteration 9Q: 3 clusters Score -66626.95 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -66670.054688 Penalty: 678.432129
	Iteration 10Q: 3 clusters Score -66670.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -66705.914062 Penalty: 678.432129
	Iteration 11Q: 3 clusters Score -66705.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -66747.359375 Penalty: 678.432129
	Iteration 12Q: 3 clusters Score -66747.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -66773.789062 Penalty: 678.432129
	Iteration 13Q: 3 clusters Score -66773.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -66790.164062 Penalty: 678.432129
	Iteration 14Q: 3 clusters Score -66790.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -66802.992188 Penalty: 678.432129
	Iteration 15Q: 3 clusters Score -66802.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -66820.539062 Penalty: 678.432129
	Iteration 16Q: 3 clusters Score -66820.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -66831.937500 Penalty: 678.432129
	Iteration 17Q: 3 clusters Score -66831.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -66836.679688 Penalty: 678.432129
	Iteration 18Q: 3 clusters Score -66836.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -66841.476562 Penalty: 678.432129
	Iteration 19Q: 3 clusters Score -66841.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -66850.703125 Penalty: 678.432129
	Iteration 20F: 3 clusters Score -66850.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -66861.742188 Penalty: 678.432129
	Iteration 21Q: 3 clusters Score -66861.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -66870.929688 Penalty: 678.432129
	Iteration 22Q: 3 clusters Score -66870.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -66879.953125 Penalty: 678.432129
	Iteration 23Q: 3 clusters Score -66879.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -66884.007812 Penalty: 678.432129
	Iteration 24Q: 3 clusters Score -66884.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -66885.679688 Penalty: 678.432129
	Iteration 25Q: 3 clusters Score -66885.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -66887.289062 Penalty: 678.432129
	Iteration 26Q: 3 clusters Score -66887.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -66888.210938 Penalty: 678.432129
	Iteration 27Q: 3 clusters Score -66888.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -66888.742188 Penalty: 678.432129
	Iteration 28Q: 3 clusters Score -66888.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -66889.046875 Penalty: 678.432129
	Iteration 29Q: 3 clusters Score -66889.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -66889.367188 Penalty: 678.432129
	Iteration 30Q: 3 clusters Score -66889.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -66889.554688 Penalty: 678.432129
	Iteration 31Q: 3 clusters Score -66889.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -66890.250000 Penalty: 678.432129
	Iteration 32Q: 3 clusters Score -66890.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -66890.851562 Penalty: 678.432129
	Iteration 33Q: 3 clusters Score -66890.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -66891.296875 Penalty: 678.432129
	Iteration 34Q: 3 clusters Score -66891.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -66891.500000 Penalty: 678.432129
	Iteration 35Q: 3 clusters Score -66891.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -66891.796875 Penalty: 678.432129
	Iteration 36Q: 3 clusters Score -66891.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -66892.531250 Penalty: 678.432129
	Iteration 37Q: 3 clusters Score -66892.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -66893.500000 Penalty: 678.432129
	Iteration 38Q: 3 clusters Score -66893.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -66893.679688 Penalty: 678.432129
	Iteration 39Q: 3 clusters Score -66893.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -66893.820312 Penalty: 678.432129
	Iteration 40F: 3 clusters Score -66893.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -47714.121094 Penalty: 324.528656
	Iteration 0F: 2 clusters Score -47714.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -46747.542969 Penalty: 649.057312
	Iteration 0F: 3 clusters Score -46747.54 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -47083.855469 Penalty: 649.057312
	Iteration 1F: 3 clusters Score -47083.86 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -47216.859375 Penalty: 649.057312
	Iteration 2F: 3 clusters Score -47216.86 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -47313.335938 Penalty: 649.057312
	Iteration 3F: 3 clusters Score -47313.34 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -47398.363281 Penalty: 649.057312
	Iteration 4F: 3 clusters Score -47398.36 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -47436.070312 Penalty: 649.057312
	Iteration 5Q: 3 clusters Score -47436.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -47461.621094 Penalty: 649.057312
	Iteration 6Q: 3 clusters Score -47461.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -47487.269531 Penalty: 649.057312
	Iteration 7Q: 3 clusters Score -47487.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -47496.453125 Penalty: 649.057312
	Iteration 8Q: 3 clusters Score -47496.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -47501.312500 Penalty: 649.057312
	Iteration 9Q: 3 clusters Score -47501.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -47506.976562 Penalty: 649.057312
	Iteration 10Q: 3 clusters Score -47506.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -47509.218750 Penalty: 649.057312
	Iteration 11Q: 3 clusters Score -47509.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -47511.113281 Penalty: 649.057312
	Iteration 12Q: 3 clusters Score -47511.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -47512.351562 Penalty: 649.057312
	Iteration 13Q: 3 clusters Score -47512.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -47515.304688 Penalty: 649.057312
	Iteration 14Q: 3 clusters Score -47515.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -47518.492188 Penalty: 649.057312
	Iteration 15Q: 3 clusters Score -47518.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -47521.328125 Penalty: 649.057312
	Iteration 16Q: 3 clusters Score -47521.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -47522.796875 Penalty: 649.057312
	Iteration 17Q: 3 clusters Score -47522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -47523.332031 Penalty: 649.057312
	Iteration 18Q: 3 clusters Score -47523.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -47524.566406 Penalty: 649.057312
	Iteration 19Q: 3 clusters Score -47524.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -47526.042969 Penalty: 649.057312
	Iteration 20F: 3 clusters Score -47526.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -47526.621094 Penalty: 649.057312
	Iteration 21Q: 3 clusters Score -47526.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -47527.000000 Penalty: 649.057312
	Iteration 22Q: 3 clusters Score -47527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -47527.109375 Penalty: 649.057312
	Iteration 23Q: 3 clusters Score -47527.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -47527.109375 Penalty: 649.057312
	Iteration 24F: 3 clusters Score -47527.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Entering Unmasked Estep 
Score: -509785.187500 Penalty: 431.426147
	Iteration 0F: 2 clusters Score -509785.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -501056.343750 Penalty: 862.852295
	Iteration 0F: 3 clusters Score -501056.3 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -504603.875000 Penalty: 862.852295
	Iteration 1F: 3 clusters Score -504603.9 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -504959.062500 Penalty: 862.852295
	Iteration 2F: 3 clusters Score -504959.1 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -505422.656250 Penalty: 862.852295
	Iteration 3F: 3 clusters Score -505422.7 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -505982.812500 Penalty: 862.852295
	Iteration 4F: 3 clusters Score -505982.8 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -506492.750000 Penalty: 862.852295
	Iteration 5F: 3 clusters Score -506492.8 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -506925.750000 Penalty: 862.852295
	Iteration 6F: 3 clusters Score -506925.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -507209.625000 Penalty: 862.852295
	Iteration 7Q: 3 clusters Score -507209.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -507372.656250 Penalty: 862.852295
	Iteration 8Q: 3 clusters Score -507372.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -507480.687500 Penalty: 862.852295
	Iteration 9Q: 3 clusters Score -507480.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -507585.937500 Penalty: 862.852295
	Iteration 10Q: 3 clusters Score -507585.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -507686.281250 Penalty: 862.852295
	Iteration 11Q: 3 clusters Score -507686.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -507784.906250 Penalty: 862.852295
	Iteration 12Q: 3 clusters Score -507784.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -507885.437500 Penalty: 862.852295
	Iteration 13Q: 3 clusters Score -507885.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -507968.906250 Penalty: 862.852295
	Iteration 14Q: 3 clusters Score -507968.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -508039.281250 Penalty: 862.852295
	Iteration 15Q: 3 clusters Score -508039.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -508107.406250 Penalty: 862.852295
	Iteration 16Q: 3 clusters Score -508107.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -508171.187500 Penalty: 862.852295
	Iteration 17Q: 3 clusters Score -508171.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -508234.000000 Penalty: 862.852295
	Iteration 18Q: 3 clusters Score -508234 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -508282.406250 Penalty: 862.852295
	Iteration 19Q: 3 clusters Score -508282.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -508326.375000 Penalty: 862.852295
	Iteration 20F: 3 clusters Score -508326.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -508350.156250 Penalty: 862.852295
	Iteration 21Q: 3 clusters Score -508350.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -508366.281250 Penalty: 862.852295
	Iteration 22Q: 3 clusters Score -508366.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -508381.656250 Penalty: 862.852295
	Iteration 23Q: 3 clusters Score -508381.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -508399.656250 Penalty: 862.852295
	Iteration 24Q: 3 clusters Score -508399.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -508419.062500 Penalty: 862.852295
	Iteration 25Q: 3 clusters Score -508419.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -508435.156250 Penalty: 862.852295
	Iteration 26Q: 3 clusters Score -508435.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -508451.156250 Penalty: 862.852295
	Iteration 27Q: 3 clusters Score -508451.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -508467.718750 Penalty: 862.852295
	Iteration 28Q: 3 clusters Score -508467.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -508486.343750 Penalty: 862.852295
	Iteration 29Q: 3 clusters Score -508486.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -508503.718750 Penalty: 862.852295
	Iteration 30Q: 3 clusters Score -508503.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -508521.406250 Penalty: 862.852295
	Iteration 31Q: 3 clusters Score -508521.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -508530.343750 Penalty: 862.852295
	Iteration 32Q: 3 clusters Score -508530.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -508546.156250 Penalty: 862.852295
	Iteration 33Q: 3 clusters Score -508546.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -508560.281250 Penalty: 862.852295
	Iteration 34Q: 3 clusters Score -508560.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -508576.562500 Penalty: 862.852295
	Iteration 35Q: 3 clusters Score -508576.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -508594.781250 Penalty: 862.852295
	Iteration 36Q: 3 clusters Score -508594.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -508615.718750 Penalty: 862.852295
	Iteration 37Q: 3 clusters Score -508615.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -508634.531250 Penalty: 862.852295
	Iteration 38Q: 3 clusters Score -508634.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -508649.062500 Penalty: 862.852295
	Iteration 39Q: 3 clusters Score -508649.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -508661.281250 Penalty: 862.852295
	Iteration 40F: 3 clusters Score -508661.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -508676.062500 Penalty: 862.852295
	Iteration 41Q: 3 clusters Score -508676.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -508689.250000 Penalty: 862.852295
	Iteration 42Q: 3 clusters Score -508689.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -508695.156250 Penalty: 862.852295
	Iteration 43Q: 3 clusters Score -508695.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -508707.437500 Penalty: 862.852295
	Iteration 44Q: 3 clusters Score -508707.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -508715.968750 Penalty: 862.852295
	Iteration 45Q: 3 clusters Score -508716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -508720.656250 Penalty: 862.852295
	Iteration 46Q: 3 clusters Score -508720.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -508726.625000 Penalty: 862.852295
	Iteration 47Q: 3 clusters Score -508726.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -508731.375000 Penalty: 862.852295
	Iteration 48Q: 3 clusters Score -508731.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -508733.906250 Penalty: 862.852295
	Iteration 49Q: 3 clusters Score -508733.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -508735.906250 Penalty: 862.852295
	Iteration 50Q: 3 clusters Score -508735.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -508737.312500 Penalty: 862.852295
	Iteration 51Q: 3 clusters Score -508737.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -508739.718750 Penalty: 862.852295
	Iteration 52Q: 3 clusters Score -508739.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -508742.437500 Penalty: 862.852295
	Iteration 53Q: 3 clusters Score -508742.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -508745.062500 Penalty: 862.852295
	Iteration 54Q: 3 clusters Score -508745.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -508751.062500 Penalty: 862.852295
	Iteration 55Q: 3 clusters Score -508751.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -508755.093750 Penalty: 862.852295
	Iteration 56Q: 3 clusters Score -508755.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -508759.468750 Penalty: 862.852295
	Iteration 57Q: 3 clusters Score -508759.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -508764.625000 Penalty: 862.852295
	Iteration 58Q: 3 clusters Score -508764.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -508770.875000 Penalty: 862.852295
	Iteration 59Q: 3 clusters Score -508770.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -508778.250000 Penalty: 862.852295
	Iteration 60F: 3 clusters Score -508778.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -508785.125000 Penalty: 862.852295
	Iteration 61Q: 3 clusters Score -508785.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -508791.187500 Penalty: 862.852295
	Iteration 62Q: 3 clusters Score -508791.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -508796.406250 Penalty: 862.852295
	Iteration 63Q: 3 clusters Score -508796.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -508802.562500 Penalty: 862.852295
	Iteration 64Q: 3 clusters Score -508802.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -508805.500000 Penalty: 862.852295
	Iteration 65Q: 3 clusters Score -508805.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -508809.343750 Penalty: 862.852295
	Iteration 66Q: 3 clusters Score -508809.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -508814.281250 Penalty: 862.852295
	Iteration 67Q: 3 clusters Score -508814.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -508821.312500 Penalty: 862.852295
	Iteration 68Q: 3 clusters Score -508821.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -508833.062500 Penalty: 862.852295
	Iteration 69Q: 3 clusters Score -508833.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -508846.906250 Penalty: 862.852295
	Iteration 70Q: 3 clusters Score -508846.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -508859.906250 Penalty: 862.852295
	Iteration 71Q: 3 clusters Score -508859.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -508872.437500 Penalty: 862.852295
	Iteration 72Q: 3 clusters Score -508872.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -508887.375000 Penalty: 862.852295
	Iteration 73Q: 3 clusters Score -508887.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -508904.250000 Penalty: 862.852295
	Iteration 74Q: 3 clusters Score -508904.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -508924.375000 Penalty: 862.852295
	Iteration 75Q: 3 clusters Score -508924.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -508946.593750 Penalty: 862.852295
	Iteration 76Q: 3 clusters Score -508946.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -508964.843750 Penalty: 862.852295
	Iteration 77Q: 3 clusters Score -508964.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -508986.437500 Penalty: 862.852295
	Iteration 78Q: 3 clusters Score -508986.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -509011.718750 Penalty: 862.852295
	Iteration 79Q: 3 clusters Score -509011.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -509043.593750 Penalty: 862.852295
	Iteration 80F: 3 clusters Score -509043.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -509073.312500 Penalty: 862.852295
	Iteration 81Q: 3 clusters Score -509073.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -509104.906250 Penalty: 862.852295
	Iteration 82Q: 3 clusters Score -509104.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -509134.093750 Penalty: 862.852295
	Iteration 83Q: 3 clusters Score -509134.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -509161.906250 Penalty: 862.852295
	Iteration 84Q: 3 clusters Score -509161.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -509193.968750 Penalty: 862.852295
	Iteration 85Q: 3 clusters Score -509194 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -509225.718750 Penalty: 862.852295
	Iteration 86Q: 3 clusters Score -509225.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -509257.812500 Penalty: 862.852295
	Iteration 87Q: 3 clusters Score -509257.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -509287.750000 Penalty: 862.852295
	Iteration 88Q: 3 clusters Score -509287.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -509305.281250 Penalty: 862.852295
	Iteration 89Q: 3 clusters Score -509305.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -509320.406250 Penalty: 862.852295
	Iteration 90Q: 3 clusters Score -509320.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -509334.906250 Penalty: 862.852295
	Iteration 91Q: 3 clusters Score -509334.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -509352.343750 Penalty: 862.852295
	Iteration 92Q: 3 clusters Score -509352.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -509364.031250 Penalty: 862.852295
	Iteration 93Q: 3 clusters Score -509364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -509374.031250 Penalty: 862.852295
	Iteration 94Q: 3 clusters Score -509374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -509381.718750 Penalty: 862.852295
	Iteration 95Q: 3 clusters Score -509381.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -509391.562500 Penalty: 862.852295
	Iteration 96Q: 3 clusters Score -509391.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -509397.000000 Penalty: 862.852295
	Iteration 97Q: 3 clusters Score -509397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -509398.812500 Penalty: 862.852295
	Iteration 98Q: 3 clusters Score -509398.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -509399.843750 Penalty: 862.852295
	Iteration 99Q: 3 clusters Score -509399.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -509402.281250 Penalty: 862.852295
	Iteration 100F: 3 clusters Score -509402.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -509404.812500 Penalty: 862.852295
	Iteration 101Q: 3 clusters Score -509404.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -509407.000000 Penalty: 862.852295
	Iteration 102Q: 3 clusters Score -509407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -509409.406250 Penalty: 862.852295
	Iteration 103Q: 3 clusters Score -509409.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -509413.156250 Penalty: 862.852295
	Iteration 104Q: 3 clusters Score -509413.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -509418.937500 Penalty: 862.852295
	Iteration 105Q: 3 clusters Score -509418.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -509425.437500 Penalty: 862.852295
	Iteration 106Q: 3 clusters Score -509425.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -509429.156250 Penalty: 862.852295
	Iteration 107Q: 3 clusters Score -509429.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -509433.281250 Penalty: 862.852295
	Iteration 108Q: 3 clusters Score -509433.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -509435.375000 Penalty: 862.852295
	Iteration 109Q: 3 clusters Score -509435.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -509442.343750 Penalty: 862.852295
	Iteration 110Q: 3 clusters Score -509442.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -509447.843750 Penalty: 862.852295
	Iteration 111Q: 3 clusters Score -509447.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -509453.062500 Penalty: 862.852295
	Iteration 112Q: 3 clusters Score -509453.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -509453.093750 Penalty: 862.852295
	Iteration 113Q: 3 clusters Score -509453.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -509453.906250 Penalty: 862.852295
	Iteration 114Q: 3 clusters Score -509453.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -509453.593750 Penalty: 862.852295
	Iteration 115Q: 3 clusters Score -509453.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -509453.937500 Penalty: 862.852295
	Iteration 116Q: 3 clusters Score -509453.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -509454.125000 Penalty: 862.852295
	Iteration 117Q: 3 clusters Score -509454.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -509455.250000 Penalty: 862.852295
	Iteration 118Q: 3 clusters Score -509455.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -509456.656250 Penalty: 862.852295
	Iteration 119Q: 3 clusters Score -509456.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -509457.125000 Penalty: 862.852295
	Iteration 120F: 3 clusters Score -509457.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -509458.187500 Penalty: 862.852295
	Iteration 121Q: 3 clusters Score -509458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -509459.093750 Penalty: 862.852295
	Iteration 122Q: 3 clusters Score -509459.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -509459.750000 Penalty: 862.852295
	Iteration 123Q: 3 clusters Score -509459.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -509459.750000 Penalty: 862.852295
	Iteration 124F: 3 clusters Score -509459.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Entering Unmasked Estep 
Score: -65402.410156 Penalty: 337.363068
	Iteration 0F: 2 clusters Score -65402.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -64181.582031 Penalty: 674.726135
	Iteration 0F: 3 clusters Score -64181.58 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -64598.667969 Penalty: 674.726135
	Iteration 1F: 3 clusters Score -64598.67 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -64688.976562 Penalty: 674.726135
	Iteration 2F: 3 clusters Score -64688.98 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -64761.027344 Penalty: 674.726135
	Iteration 3F: 3 clusters Score -64761.03 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -64806.656250 Penalty: 674.726135
	Iteration 4Q: 3 clusters Score -64806.66 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -64841.269531 Penalty: 674.726135
	Iteration 5Q: 3 clusters Score -64841.27 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -64871.671875 Penalty: 674.726135
	Iteration 6Q: 3 clusters Score -64871.67 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -64912.949219 Penalty: 674.726135
	Iteration 7Q: 3 clusters Score -64912.95 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -64986.460938 Penalty: 674.726135
	Iteration 8Q: 3 clusters Score -64986.46 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -65054.019531 Penalty: 674.726135
	Iteration 9Q: 3 clusters Score -65054.02 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -65088.039062 Penalty: 674.726135
	Iteration 10Q: 3 clusters Score -65088.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -65105.894531 Penalty: 674.726135
	Iteration 11Q: 3 clusters Score -65105.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -65117.496094 Penalty: 674.726135
	Iteration 12Q: 3 clusters Score -65117.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -65127.000000 Penalty: 674.726135
	Iteration 13Q: 3 clusters Score -65127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -65135.808594 Penalty: 674.726135
	Iteration 14Q: 3 clusters Score -65135.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -65146.394531 Penalty: 674.726135
	Iteration 15Q: 3 clusters Score -65146.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -65156.425781 Penalty: 674.726135
	Iteration 16Q: 3 clusters Score -65156.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -65161.226562 Penalty: 674.726135
	Iteration 17Q: 3 clusters Score -65161.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -65163.917969 Penalty: 674.726135
	Iteration 18Q: 3 clusters Score -65163.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -65165.589844 Penalty: 674.726135
	Iteration 19Q: 3 clusters Score -65165.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -65166.941406 Penalty: 674.726135
	Iteration 20F: 3 clusters Score -65166.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -65168.621094 Penalty: 674.726135
	Iteration 21Q: 3 clusters Score -65168.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -65168.960938 Penalty: 674.726135
	Iteration 22Q: 3 clusters Score -65168.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -65169.511719 Penalty: 674.726135
	Iteration 23Q: 3 clusters Score -65169.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -65170.859375 Penalty: 674.726135
	Iteration 24Q: 3 clusters Score -65170.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -65172.636719 Penalty: 674.726135
	Iteration 25Q: 3 clusters Score -65172.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -65175.968750 Penalty: 674.726135
	Iteration 26Q: 3 clusters Score -65175.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -65178.917969 Penalty: 674.726135
	Iteration 27Q: 3 clusters Score -65178.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -65180.562500 Penalty: 674.726135
	Iteration 28Q: 3 clusters Score -65180.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -65183.359375 Penalty: 674.726135
	Iteration 29Q: 3 clusters Score -65183.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -65184.710938 Penalty: 674.726135
	Iteration 30Q: 3 clusters Score -65184.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -65185.179688 Penalty: 674.726135
	Iteration 31Q: 3 clusters Score -65185.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -65186.445312 Penalty: 674.726135
	Iteration 32Q: 3 clusters Score -65186.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -65187.136719 Penalty: 674.726135
	Iteration 33Q: 3 clusters Score -65187.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -65188.078125 Penalty: 674.726135
	Iteration 34Q: 3 clusters Score -65188.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -65189.062500 Penalty: 674.726135
	Iteration 35Q: 3 clusters Score -65189.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -65190.304688 Penalty: 674.726135
	Iteration 36Q: 3 clusters Score -65190.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -65190.687500 Penalty: 674.726135
	Iteration 37Q: 3 clusters Score -65190.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -65190.687500 Penalty: 674.726135
	Iteration 38F: 3 clusters Score -65190.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Entering Unmasked Estep 
Score: -125697.851562 Penalty: 368.127258
	Iteration 0F: 2 clusters Score -125697.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -123454.085938 Penalty: 736.254517
	Iteration 0F: 3 clusters Score -123454.1 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -124253.585938 Penalty: 736.254517
	Iteration 1F: 3 clusters Score -124253.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -124346.742188 Penalty: 736.254517
	Iteration 2F: 3 clusters Score -124346.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -124463.835938 Penalty: 736.254517
	Iteration 3F: 3 clusters Score -124463.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -124576.445312 Penalty: 736.254517
	Iteration 4F: 3 clusters Score -124576.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -124671.773438 Penalty: 736.254517
	Iteration 5F: 3 clusters Score -124671.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -124766.765625 Penalty: 736.254517
	Iteration 6Q: 3 clusters Score -124766.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -124859.765625 Penalty: 736.254517
	Iteration 7Q: 3 clusters Score -124859.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -124941.960938 Penalty: 736.254517
	Iteration 8Q: 3 clusters Score -124942 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -125007.476562 Penalty: 736.254517
	Iteration 9Q: 3 clusters Score -125007.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -125058.882812 Penalty: 736.254517
	Iteration 10Q: 3 clusters Score -125058.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -125116.898438 Penalty: 736.254517
	Iteration 11Q: 3 clusters Score -125116.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -125163.828125 Penalty: 736.254517
	Iteration 12Q: 3 clusters Score -125163.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -125193.945312 Penalty: 736.254517
	Iteration 13Q: 3 clusters Score -125193.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -125220.484375 Penalty: 736.254517
	Iteration 14Q: 3 clusters Score -125220.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -125234.109375 Penalty: 736.254517
	Iteration 15Q: 3 clusters Score -125234.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -125239.515625 Penalty: 736.254517
	Iteration 16Q: 3 clusters Score -125239.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -125244.875000 Penalty: 736.254517
	Iteration 17Q: 3 clusters Score -125244.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -125251.562500 Penalty: 736.254517
	Iteration 18Q: 3 clusters Score -125251.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -125257.687500 Penalty: 736.254517
	Iteration 19Q: 3 clusters Score -125257.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -125263.695312 Penalty: 736.254517
	Iteration 20F: 3 clusters Score -125263.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -125268.742188 Penalty: 736.254517
	Iteration 21Q: 3 clusters Score -125268.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -125273.820312 Penalty: 736.254517
	Iteration 22Q: 3 clusters Score -125273.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -125278.359375 Penalty: 736.254517
	Iteration 23Q: 3 clusters Score -125278.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -125282.664062 Penalty: 736.254517
	Iteration 24Q: 3 clusters Score -125282.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -125288.242188 Penalty: 736.254517
	Iteration 25Q: 3 clusters Score -125288.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -125294.562500 Penalty: 736.254517
	Iteration 26Q: 3 clusters Score -125294.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -125300.976562 Penalty: 736.254517
	Iteration 27Q: 3 clusters Score -125301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -125306.734375 Penalty: 736.254517
	Iteration 28Q: 3 clusters Score -125306.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -125309.750000 Penalty: 736.254517
	Iteration 29Q: 3 clusters Score -125309.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -125313.078125 Penalty: 736.254517
	Iteration 30Q: 3 clusters Score -125313.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -125319.867188 Penalty: 736.254517
	Iteration 31Q: 3 clusters Score -125319.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -125325.578125 Penalty: 736.254517
	Iteration 32Q: 3 clusters Score -125325.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -125329.968750 Penalty: 736.254517
	Iteration 33Q: 3 clusters Score -125330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -125331.773438 Penalty: 736.254517
	Iteration 34Q: 3 clusters Score -125331.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -125333.554688 Penalty: 736.254517
	Iteration 35Q: 3 clusters Score -125333.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -125334.859375 Penalty: 736.254517
	Iteration 36Q: 3 clusters Score -125334.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -125335.601562 Penalty: 736.254517
	Iteration 37Q: 3 clusters Score -125335.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -125336.976562 Penalty: 736.254517
	Iteration 38Q: 3 clusters Score -125337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -125339.640625 Penalty: 736.254517
	Iteration 39Q: 3 clusters Score -125339.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -125342.257812 Penalty: 736.254517
	Iteration 40F: 3 clusters Score -125342.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -125344.015625 Penalty: 736.254517
	Iteration 41Q: 3 clusters Score -125344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -125345.593750 Penalty: 736.254517
	Iteration 42Q: 3 clusters Score -125345.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -125347.218750 Penalty: 736.254517
	Iteration 43Q: 3 clusters Score -125347.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -125348.656250 Penalty: 736.254517
	Iteration 44Q: 3 clusters Score -125348.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -125350.234375 Penalty: 736.254517
	Iteration 45Q: 3 clusters Score -125350.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -125352.929688 Penalty: 736.254517
	Iteration 46Q: 3 clusters Score -125352.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -125358.179688 Penalty: 736.254517
	Iteration 47Q: 3 clusters Score -125358.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -125361.742188 Penalty: 736.254517
	Iteration 48Q: 3 clusters Score -125361.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -125363.453125 Penalty: 736.254517
	Iteration 49Q: 3 clusters Score -125363.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -125365.093750 Penalty: 736.254517
	Iteration 50Q: 3 clusters Score -125365.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -125366.148438 Penalty: 736.254517
	Iteration 51Q: 3 clusters Score -125366.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -125366.875000 Penalty: 736.254517
	Iteration 52Q: 3 clusters Score -125366.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -125367.898438 Penalty: 736.254517
	Iteration 53Q: 3 clusters Score -125367.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -125369.460938 Penalty: 736.254517
	Iteration 54Q: 3 clusters Score -125369.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -125370.445312 Penalty: 736.254517
	Iteration 55Q: 3 clusters Score -125370.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -125370.789062 Penalty: 736.254517
	Iteration 56Q: 3 clusters Score -125370.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -125370.812500 Penalty: 736.254517
	Iteration 57Q: 3 clusters Score -125370.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -125371.210938 Penalty: 736.254517
	Iteration 58Q: 3 clusters Score -125371.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -125371.257812 Penalty: 736.254517
	Iteration 59Q: 3 clusters Score -125371.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -125371.453125 Penalty: 736.254517
	Iteration 60F: 3 clusters Score -125371.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Entering Unmasked Estep 
Score: -272515.531250 Penalty: 402.887238
	Iteration 0F: 2 clusters Score -272515.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -267854.562500 Penalty: 805.774475
	Iteration 0F: 3 clusters Score -267854.6 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -270033.031250 Penalty: 805.774475
	Iteration 1F: 3 clusters Score -270033 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -270502.875000 Penalty: 805.774475
	Iteration 2F: 3 clusters Score -270502.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -270955.281250 Penalty: 805.774475
	Iteration 3F: 3 clusters Score -270955.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -271336.406250 Penalty: 805.774475
	Iteration 4F: 3 clusters Score -271336.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -271605.656250 Penalty: 805.774475
	Iteration 5Q: 3 clusters Score -271605.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -271778.406250 Penalty: 805.774475
	Iteration 6Q: 3 clusters Score -271778.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -271894.625000 Penalty: 805.774475
	Iteration 7Q: 3 clusters Score -271894.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -271953.906250 Penalty: 805.774475
	Iteration 8Q: 3 clusters Score -271953.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -272009.437500 Penalty: 805.774475
	Iteration 9Q: 3 clusters Score -272009.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -272049.718750 Penalty: 805.774475
	Iteration 10Q: 3 clusters Score -272049.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -272080.093750 Penalty: 805.774475
	Iteration 11Q: 3 clusters Score -272080.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -272107.656250 Penalty: 805.774475
	Iteration 12Q: 3 clusters Score -272107.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -272140.218750 Penalty: 805.774475
	Iteration 13Q: 3 clusters Score -272140.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -272176.937500 Penalty: 805.774475
	Iteration 14Q: 3 clusters Score -272176.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -272222.187500 Penalty: 805.774475
	Iteration 15Q: 3 clusters Score -272222.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -272265.687500 Penalty: 805.774475
	Iteration 16Q: 3 clusters Score -272265.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -272299.843750 Penalty: 805.774475
	Iteration 17Q: 3 clusters Score -272299.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -272324.156250 Penalty: 805.774475
	Iteration 18Q: 3 clusters Score -272324.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -272345.062500 Penalty: 805.774475
	Iteration 19Q: 3 clusters Score -272345.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -272357.093750 Penalty: 805.774475
	Iteration 20F: 3 clusters Score -272357.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -272367.750000 Penalty: 805.774475
	Iteration 21Q: 3 clusters Score -272367.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -272379.312500 Penalty: 805.774475
	Iteration 22Q: 3 clusters Score -272379.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -272388.031250 Penalty: 805.774475
	Iteration 23Q: 3 clusters Score -272388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -272394.000000 Penalty: 805.774475
	Iteration 24Q: 3 clusters Score -272394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -272394.406250 Penalty: 805.774475
	Iteration 25Q: 3 clusters Score -272394.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -272396.031250 Penalty: 805.774475
	Iteration 26Q: 3 clusters Score -272396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -272399.062500 Penalty: 805.774475
	Iteration 27Q: 3 clusters Score -272399.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -272399.437500 Penalty: 805.774475
	Iteration 28Q: 3 clusters Score -272399.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -272399.906250 Penalty: 805.774475
	Iteration 29Q: 3 clusters Score -272399.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -272400.500000 Penalty: 805.774475
	Iteration 30Q: 3 clusters Score -272400.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -272401.218750 Penalty: 805.774475
	Iteration 31Q: 3 clusters Score -272401.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -272402.312500 Penalty: 805.774475
	Iteration 32Q: 3 clusters Score -272402.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -272402.500000 Penalty: 805.774475
	Iteration 33Q: 3 clusters Score -272402.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -272402.781250 Penalty: 805.774475
	Iteration 34Q: 3 clusters Score -272402.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -272402.781250 Penalty: 805.774475
	Iteration 35F: 3 clusters Score -272402.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -43279.742188 Penalty: 324.163757
	Iteration 0F: 2 clusters Score -43279.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -42306.613281 Penalty: 648.327515
	Iteration 0F: 3 clusters Score -42306.61 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -42639.250000 Penalty: 648.327515
	Iteration 1F: 3 clusters Score -42639.25 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -42728.234375 Penalty: 648.327515
	Iteration 2F: 3 clusters Score -42728.23 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -42801.714844 Penalty: 648.327515
	Iteration 3F: 3 clusters Score -42801.71 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -42856.589844 Penalty: 648.327515
	Iteration 4F: 3 clusters Score -42856.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -42885.675781 Penalty: 648.327515
	Iteration 5Q: 3 clusters Score -42885.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -42905.605469 Penalty: 648.327515
	Iteration 6Q: 3 clusters Score -42905.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -42928.976562 Penalty: 648.327515
	Iteration 7Q: 3 clusters Score -42928.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -42944.000000 Penalty: 648.327515
	Iteration 8Q: 3 clusters Score -42944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -42956.976562 Penalty: 648.327515
	Iteration 9Q: 3 clusters Score -42956.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -42975.671875 Penalty: 648.327515
	Iteration 10Q: 3 clusters Score -42975.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -42990.296875 Penalty: 648.327515
	Iteration 11Q: 3 clusters Score -42990.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -43009.640625 Penalty: 648.327515
	Iteration 12Q: 3 clusters Score -43009.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -43027.148438 Penalty: 648.327515
	Iteration 13Q: 3 clusters Score -43027.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -43043.441406 Penalty: 648.327515
	Iteration 14Q: 3 clusters Score -43043.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -43061.828125 Penalty: 648.327515
	Iteration 15Q: 3 clusters Score -43061.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -43079.621094 Penalty: 648.327515
	Iteration 16Q: 3 clusters Score -43079.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -43096.859375 Penalty: 648.327515
	Iteration 17Q: 3 clusters Score -43096.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -43112.000000 Penalty: 648.327515
	Iteration 18Q: 3 clusters Score -43112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -43131.351562 Penalty: 648.327515
	Iteration 19Q: 3 clusters Score -43131.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -43146.402344 Penalty: 648.327515
	Iteration 20F: 3 clusters Score -43146.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -43154.886719 Penalty: 648.327515
	Iteration 21Q: 3 clusters Score -43154.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -43158.644531 Penalty: 648.327515
	Iteration 22Q: 3 clusters Score -43158.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -43158.644531 Penalty: 648.327515
	Iteration 23F: 3 clusters Score -43158.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -6944.930664 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -6944.931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -6654.635254 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -6654.635 nChanged 62
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: -6720.034180 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -6720.034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6739.270996 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -6739.271 nChanged 6
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: -6746.631836 Penalty: 489.989075
	Iteration 3Q: 3 clusters Score -6746.632 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: -6747.122070 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -6747.122 nChanged 1
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: -6747.403320 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -6747.403 nChanged 0
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: -6747.403320 Penalty: 489.989075
	Iteration 6F: 3 clusters Score -6747.403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Entering Unmasked Estep 
Score: -1004472.437500 Penalty: 462.948700
	Iteration 0F: 2 clusters Score -1004472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -987133.312500 Penalty: 925.897400
	Iteration 0F: 3 clusters Score -987133.3 nChanged 12443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -994975.000000 Penalty: 925.897400
	Iteration 1F: 3 clusters Score -994975 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -995861.812500 Penalty: 925.897400
	Iteration 2F: 3 clusters Score -995861.8 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -997038.687500 Penalty: 925.897400
	Iteration 3F: 3 clusters Score -997038.7 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -998195.812500 Penalty: 925.897400
	Iteration 4F: 3 clusters Score -998195.8 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -999189.187500 Penalty: 925.897400
	Iteration 5F: 3 clusters Score -999189.2 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -1000029.062500 Penalty: 925.897400
	Iteration 6Q: 3 clusters Score -1000029 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -1000712.375000 Penalty: 925.897400
	Iteration 7Q: 3 clusters Score -1000712 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -1001211.062500 Penalty: 925.897400
	Iteration 8Q: 3 clusters Score -1001211 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -1001570.312500 Penalty: 925.897400
	Iteration 9Q: 3 clusters Score -1001570 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -1001832.375000 Penalty: 925.897400
	Iteration 10Q: 3 clusters Score -1001832 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -1002069.625000 Penalty: 925.897400
	Iteration 11Q: 3 clusters Score -1002070 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -1002304.500000 Penalty: 925.897400
	Iteration 12Q: 3 clusters Score -1002304 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -1002523.125000 Penalty: 925.897400
	Iteration 13Q: 3 clusters Score -1002523 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -1002723.562500 Penalty: 925.897400
	Iteration 14Q: 3 clusters Score -1002724 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -1002904.875000 Penalty: 925.897400
	Iteration 15Q: 3 clusters Score -1002905 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -1003071.000000 Penalty: 925.897400
	Iteration 16Q: 3 clusters Score -1003071 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -1003220.250000 Penalty: 925.897400
	Iteration 17Q: 3 clusters Score -1003220 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -1003382.375000 Penalty: 925.897400
	Iteration 18Q: 3 clusters Score -1003382 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -1003532.062500 Penalty: 925.897400
	Iteration 19Q: 3 clusters Score -1003532 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -1003662.500000 Penalty: 925.897400
	Iteration 20F: 3 clusters Score -1003662 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -1003759.187500 Penalty: 925.897400
	Iteration 21Q: 3 clusters Score -1003759 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -1003827.062500 Penalty: 925.897400
	Iteration 22Q: 3 clusters Score -1003827 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -1003871.125000 Penalty: 925.897400
	Iteration 23Q: 3 clusters Score -1003871 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -1003903.687500 Penalty: 925.897400
	Iteration 24Q: 3 clusters Score -1003904 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -1003935.375000 Penalty: 925.897400
	Iteration 25Q: 3 clusters Score -1003935 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -1003964.750000 Penalty: 925.897400
	Iteration 26Q: 3 clusters Score -1003965 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -1003984.500000 Penalty: 925.897400
	Iteration 27Q: 3 clusters Score -1003984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -1003997.125000 Penalty: 925.897400
	Iteration 28Q: 3 clusters Score -1003997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -1004008.375000 Penalty: 925.897400
	Iteration 29Q: 3 clusters Score -1004008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -1004017.125000 Penalty: 925.897400
	Iteration 30Q: 3 clusters Score -1004017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -1004022.062500 Penalty: 925.897400
	Iteration 31Q: 3 clusters Score -1004022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -1004029.562500 Penalty: 925.897400
	Iteration 32Q: 3 clusters Score -1004030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -1004039.062500 Penalty: 925.897400
	Iteration 33Q: 3 clusters Score -1004039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -1004047.125000 Penalty: 925.897400
	Iteration 34Q: 3 clusters Score -1004047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -1004056.062500 Penalty: 925.897400
	Iteration 35Q: 3 clusters Score -1004056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -1004060.687500 Penalty: 925.897400
	Iteration 36Q: 3 clusters Score -1004061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -1004064.625000 Penalty: 925.897400
	Iteration 37Q: 3 clusters Score -1004065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -1004072.750000 Penalty: 925.897400
	Iteration 38Q: 3 clusters Score -1004073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -1004078.125000 Penalty: 925.897400
	Iteration 39Q: 3 clusters Score -1004078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -1004081.812500 Penalty: 925.897400
	Iteration 40F: 3 clusters Score -1004082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -1004085.375000 Penalty: 925.897400
	Iteration 41Q: 3 clusters Score -1004085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -1004088.312500 Penalty: 925.897400
	Iteration 42Q: 3 clusters Score -1004088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -1004088.812500 Penalty: 925.897400
	Iteration 43Q: 3 clusters Score -1004089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -1004090.250000 Penalty: 925.897400
	Iteration 44Q: 3 clusters Score -1004090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -1004092.312500 Penalty: 925.897400
	Iteration 45Q: 3 clusters Score -1004092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -1004093.500000 Penalty: 925.897400
	Iteration 46Q: 3 clusters Score -1004094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -1004093.500000 Penalty: 925.897400
	Iteration 47F: 3 clusters Score -1004094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -16993.732422 Penalty: 283.217407
	Iteration 0F: 2 clusters Score -16993.73 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 252 members 
Entering Unmasked Estep 
Score: -16519.818359 Penalty: 566.434814
	Iteration 0F: 3 clusters Score -16519.82 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -16672.306641 Penalty: 566.434814
	Iteration 1F: 3 clusters Score -16672.31 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16722.945312 Penalty: 566.434814
	Iteration 2F: 3 clusters Score -16722.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -16739.777344 Penalty: 566.434814
	Iteration 3Q: 3 clusters Score -16739.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -16756.583984 Penalty: 566.434814
	Iteration 4Q: 3 clusters Score -16756.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16770.203125 Penalty: 566.434814
	Iteration 5Q: 3 clusters Score -16770.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16777.906250 Penalty: 566.434814
	Iteration 6Q: 3 clusters Score -16777.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -16783.861328 Penalty: 566.434814
	Iteration 7Q: 3 clusters Score -16783.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -16786.748047 Penalty: 566.434814
	Iteration 8Q: 3 clusters Score -16786.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16790.917969 Penalty: 566.434814
	Iteration 9Q: 3 clusters Score -16790.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16793.080078 Penalty: 566.434814
	Iteration 10Q: 3 clusters Score -16793.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -16794.296875 Penalty: 566.434814
	Iteration 11Q: 3 clusters Score -16794.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -16795.050781 Penalty: 566.434814
	Iteration 12Q: 3 clusters Score -16795.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16795.736328 Penalty: 566.434814
	Iteration 13Q: 3 clusters Score -16795.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16796.218750 Penalty: 566.434814
	Iteration 14Q: 3 clusters Score -16796.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16796.218750 Penalty: 566.434814
	Iteration 15F: 3 clusters Score -16796.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Entering Unmasked Estep 
Score: -24419.832031 Penalty: 293.568207
	Iteration 0F: 2 clusters Score -24419.83 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 312 members 
Entering Unmasked Estep 
Score: -23844.400391 Penalty: 587.136414
	Iteration 0F: 3 clusters Score -23844.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -24017.089844 Penalty: 587.136414
	Iteration 1F: 3 clusters Score -24017.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -24042.875000 Penalty: 587.136414
	Iteration 2F: 3 clusters Score -24042.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24052.958984 Penalty: 587.136414
	Iteration 3Q: 3 clusters Score -24052.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24060.736328 Penalty: 587.136414
	Iteration 4Q: 3 clusters Score -24060.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -24064.923828 Penalty: 587.136414
	Iteration 5Q: 3 clusters Score -24064.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24067.503906 Penalty: 587.136414
	Iteration 6Q: 3 clusters Score -24067.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -24069.324219 Penalty: 587.136414
	Iteration 7Q: 3 clusters Score -24069.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24069.875000 Penalty: 587.136414
	Iteration 8Q: 3 clusters Score -24069.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24071.046875 Penalty: 587.136414
	Iteration 9Q: 3 clusters Score -24071.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24073.886719 Penalty: 587.136414
	Iteration 10Q: 3 clusters Score -24073.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24079.650391 Penalty: 587.136414
	Iteration 11Q: 3 clusters Score -24079.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24085.697266 Penalty: 587.136414
	Iteration 12Q: 3 clusters Score -24085.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24088.605469 Penalty: 587.136414
	Iteration 13Q: 3 clusters Score -24088.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24091.535156 Penalty: 587.136414
	Iteration 14Q: 3 clusters Score -24091.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24092.285156 Penalty: 587.136414
	Iteration 15Q: 3 clusters Score -24092.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24093.251953 Penalty: 587.136414
	Iteration 16Q: 3 clusters Score -24093.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24093.720703 Penalty: 587.136414
	Iteration 17Q: 3 clusters Score -24093.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24093.789062 Penalty: 587.136414
	Iteration 18Q: 3 clusters Score -24093.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24093.964844 Penalty: 587.136414
	Iteration 19Q: 3 clusters Score -24093.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24093.964844 Penalty: 587.136414
	Iteration 20F: 3 clusters Score -24093.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Entering Unmasked Estep 
Score: -64060.222656 Penalty: 335.631134
	Iteration 0F: 2 clusters Score -64060.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -62893.703125 Penalty: 671.262268
	Iteration 0F: 3 clusters Score -62893.7 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -63261.917969 Penalty: 671.262268
	Iteration 1F: 3 clusters Score -63261.92 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -63320.222656 Penalty: 671.262268
	Iteration 2F: 3 clusters Score -63320.22 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -63356.867188 Penalty: 671.262268
	Iteration 3F: 3 clusters Score -63356.87 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -63373.558594 Penalty: 671.262268
	Iteration 4Q: 3 clusters Score -63373.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -63386.605469 Penalty: 671.262268
	Iteration 5Q: 3 clusters Score -63386.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -63406.210938 Penalty: 671.262268
	Iteration 6Q: 3 clusters Score -63406.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -63423.250000 Penalty: 671.262268
	Iteration 7Q: 3 clusters Score -63423.25 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -63442.605469 Penalty: 671.262268
	Iteration 8Q: 3 clusters Score -63442.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -63455.203125 Penalty: 671.262268
	Iteration 9Q: 3 clusters Score -63455.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -63466.632812 Penalty: 671.262268
	Iteration 10Q: 3 clusters Score -63466.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -63475.316406 Penalty: 671.262268
	Iteration 11Q: 3 clusters Score -63475.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -63484.007812 Penalty: 671.262268
	Iteration 12Q: 3 clusters Score -63484.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -63488.992188 Penalty: 671.262268
	Iteration 13Q: 3 clusters Score -63488.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -63490.800781 Penalty: 671.262268
	Iteration 14Q: 3 clusters Score -63490.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -63494.257812 Penalty: 671.262268
	Iteration 15Q: 3 clusters Score -63494.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -63498.371094 Penalty: 671.262268
	Iteration 16Q: 3 clusters Score -63498.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -63500.207031 Penalty: 671.262268
	Iteration 17Q: 3 clusters Score -63500.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -63501.351562 Penalty: 671.262268
	Iteration 18Q: 3 clusters Score -63501.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -63502.910156 Penalty: 671.262268
	Iteration 19Q: 3 clusters Score -63502.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -63505.378906 Penalty: 671.262268
	Iteration 20F: 3 clusters Score -63505.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -63511.984375 Penalty: 671.262268
	Iteration 21Q: 3 clusters Score -63511.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -63518.972656 Penalty: 671.262268
	Iteration 22Q: 3 clusters Score -63518.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -63524.277344 Penalty: 671.262268
	Iteration 23Q: 3 clusters Score -63524.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -63529.621094 Penalty: 671.262268
	Iteration 24Q: 3 clusters Score -63529.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -63532.765625 Penalty: 671.262268
	Iteration 25Q: 3 clusters Score -63532.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -63536.140625 Penalty: 671.262268
	Iteration 26Q: 3 clusters Score -63536.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -63540.117188 Penalty: 671.262268
	Iteration 27Q: 3 clusters Score -63540.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -63542.550781 Penalty: 671.262268
	Iteration 28Q: 3 clusters Score -63542.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -63548.015625 Penalty: 671.262268
	Iteration 29Q: 3 clusters Score -63548.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -63551.878906 Penalty: 671.262268
	Iteration 30Q: 3 clusters Score -63551.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -63553.308594 Penalty: 671.262268
	Iteration 31Q: 3 clusters Score -63553.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -63554.058594 Penalty: 671.262268
	Iteration 32Q: 3 clusters Score -63554.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -63556.179688 Penalty: 671.262268
	Iteration 33Q: 3 clusters Score -63556.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -63560.300781 Penalty: 671.262268
	Iteration 34Q: 3 clusters Score -63560.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -63563.859375 Penalty: 671.262268
	Iteration 35Q: 3 clusters Score -63563.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -63566.445312 Penalty: 671.262268
	Iteration 36Q: 3 clusters Score -63566.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -63571.199219 Penalty: 671.262268
	Iteration 37Q: 3 clusters Score -63571.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -63578.679688 Penalty: 671.262268
	Iteration 38Q: 3 clusters Score -63578.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -63583.300781 Penalty: 671.262268
	Iteration 39Q: 3 clusters Score -63583.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -63587.882812 Penalty: 671.262268
	Iteration 40F: 3 clusters Score -63587.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -63590.398438 Penalty: 671.262268
	Iteration 41Q: 3 clusters Score -63590.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -63592.164062 Penalty: 671.262268
	Iteration 42Q: 3 clusters Score -63592.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -63594.218750 Penalty: 671.262268
	Iteration 43Q: 3 clusters Score -63594.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -63595.488281 Penalty: 671.262268
	Iteration 44Q: 3 clusters Score -63595.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -63597.738281 Penalty: 671.262268
	Iteration 45Q: 3 clusters Score -63597.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -63601.183594 Penalty: 671.262268
	Iteration 46Q: 3 clusters Score -63601.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -63605.164062 Penalty: 671.262268
	Iteration 47Q: 3 clusters Score -63605.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -63608.976562 Penalty: 671.262268
	Iteration 48Q: 3 clusters Score -63608.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -63613.316406 Penalty: 671.262268
	Iteration 49Q: 3 clusters Score -63613.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -63616.992188 Penalty: 671.262268
	Iteration 50Q: 3 clusters Score -63616.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -63620.773438 Penalty: 671.262268
	Iteration 51Q: 3 clusters Score -63620.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -63626.828125 Penalty: 671.262268
	Iteration 52Q: 3 clusters Score -63626.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -63630.835938 Penalty: 671.262268
	Iteration 53Q: 3 clusters Score -63630.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -63634.195312 Penalty: 671.262268
	Iteration 54Q: 3 clusters Score -63634.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -63638.476562 Penalty: 671.262268
	Iteration 55Q: 3 clusters Score -63638.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -63642.160156 Penalty: 671.262268
	Iteration 56Q: 3 clusters Score -63642.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -63645.003906 Penalty: 671.262268
	Iteration 57Q: 3 clusters Score -63645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -63650.750000 Penalty: 671.262268
	Iteration 58Q: 3 clusters Score -63650.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -63653.800781 Penalty: 671.262268
	Iteration 59Q: 3 clusters Score -63653.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -63654.191406 Penalty: 671.262268
	Iteration 60F: 3 clusters Score -63654.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -63655.078125 Penalty: 671.262268
	Iteration 61Q: 3 clusters Score -63655.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -63655.078125 Penalty: 671.262268
	Iteration 62F: 3 clusters Score -63655.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -68335.265625 Penalty: 345.954681
	Iteration 0F: 2 clusters Score -68335.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -66916.304688 Penalty: 691.909363
	Iteration 0F: 3 clusters Score -66916.3 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -67507.578125 Penalty: 691.909363
	Iteration 1F: 3 clusters Score -67507.58 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -67700.796875 Penalty: 691.909363
	Iteration 2F: 3 clusters Score -67700.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -67913.984375 Penalty: 691.909363
	Iteration 3F: 3 clusters Score -67913.98 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -68118.664062 Penalty: 691.909363
	Iteration 4F: 3 clusters Score -68118.66 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -68217.523438 Penalty: 691.909363
	Iteration 5F: 3 clusters Score -68217.52 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -68251.976562 Penalty: 691.909363
	Iteration 6Q: 3 clusters Score -68251.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -68266.718750 Penalty: 691.909363
	Iteration 7Q: 3 clusters Score -68266.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -68276.492188 Penalty: 691.909363
	Iteration 8Q: 3 clusters Score -68276.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -68282.406250 Penalty: 691.909363
	Iteration 9Q: 3 clusters Score -68282.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -68287.593750 Penalty: 691.909363
	Iteration 10Q: 3 clusters Score -68287.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -68291.023438 Penalty: 691.909363
	Iteration 11Q: 3 clusters Score -68291.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -68292.406250 Penalty: 691.909363
	Iteration 12Q: 3 clusters Score -68292.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -68294.335938 Penalty: 691.909363
	Iteration 13Q: 3 clusters Score -68294.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -68298.468750 Penalty: 691.909363
	Iteration 14Q: 3 clusters Score -68298.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -68302.929688 Penalty: 691.909363
	Iteration 15Q: 3 clusters Score -68302.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -68310.703125 Penalty: 691.909363
	Iteration 16Q: 3 clusters Score -68310.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -68321.781250 Penalty: 691.909363
	Iteration 17Q: 3 clusters Score -68321.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -68335.007812 Penalty: 691.909363
	Iteration 18Q: 3 clusters Score -68335.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -68354.984375 Penalty: 691.909363
	Iteration 19Q: 3 clusters Score -68354.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -68373.156250 Penalty: 691.909363
	Iteration 20F: 3 clusters Score -68373.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -68377.914062 Penalty: 691.909363
	Iteration 21Q: 3 clusters Score -68377.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -68380.781250 Penalty: 691.909363
	Iteration 22Q: 3 clusters Score -68380.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -68382.281250 Penalty: 691.909363
	Iteration 23Q: 3 clusters Score -68382.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -68383.632812 Penalty: 691.909363
	Iteration 24Q: 3 clusters Score -68383.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -68385.210938 Penalty: 691.909363
	Iteration 25Q: 3 clusters Score -68385.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -68386.562500 Penalty: 691.909363
	Iteration 26Q: 3 clusters Score -68386.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -68386.984375 Penalty: 691.909363
	Iteration 27Q: 3 clusters Score -68386.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -68386.984375 Penalty: 691.909363
	Iteration 28F: 3 clusters Score -68386.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26695 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283974 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56957 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6056 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13120 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 217885 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 4116 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Mstep: Class 44 contains 1737 members 
Entering Unmasked Estep 
Score: -28356248.000000 Penalty: 27028.597656
Splitting cluster 35 changes total score from -28356470.000000 to -28356248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (217885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217885 members 
Entering Unmasked Estep 
Score: -8974492.000000 Penalty: 559.273376
	Iteration 0F: 2 clusters Score -8974492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108797 members 
Mstep: Class 2 contains 109088 members 
Entering Unmasked Estep 
Score: -8826798.000000 Penalty: 1118.546753
	Iteration 0F: 3 clusters Score -8826798 nChanged 107155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105466 members 
Mstep: Class 2 contains 112419 members 
Entering Unmasked Estep 
Score: -8894606.000000 Penalty: 1118.546753
	Iteration 1F: 3 clusters Score -8894606 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103378 members 
Mstep: Class 2 contains 114507 members 
Entering Unmasked Estep 
Score: -8898839.000000 Penalty: 1118.546753
	Iteration 2Q: 3 clusters Score -8898839 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100966 members 
Mstep: Class 2 contains 116919 members 
Entering Unmasked Estep 
Score: -8904505.000000 Penalty: 1118.546753
	Iteration 3Q: 3 clusters Score -8904505 nChanged 12115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98323 members 
Mstep: Class 2 contains 119562 members 
Entering Unmasked Estep 
Score: -8912153.000000 Penalty: 1118.546753
	Iteration 4F: 3 clusters Score -8912153 nChanged 13670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95825 members 
Mstep: Class 2 contains 122060 members 
Entering Unmasked Estep 
Score: -8921892.000000 Penalty: 1118.546753
	Iteration 5F: 3 clusters Score -8921892 nChanged 13409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94080 members 
Mstep: Class 2 contains 123805 members 
Entering Unmasked Estep 
Score: -8931216.000000 Penalty: 1118.546753
	Iteration 6F: 3 clusters Score -8931216 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92950 members 
Mstep: Class 2 contains 124935 members 
Entering Unmasked Estep 
Score: -8936590.000000 Penalty: 1118.546753
	Iteration 7F: 3 clusters Score -8936590 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92143 members 
Mstep: Class 2 contains 125742 members 
Entering Unmasked Estep 
Score: -8938350.000000 Penalty: 1118.546753
	Iteration 8Q: 3 clusters Score -8938350 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 126670 members 
Entering Unmasked Estep 
Score: -8938885.000000 Penalty: 1118.546753
	Iteration 9Q: 3 clusters Score -8938885 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90208 members 
Mstep: Class 2 contains 127677 members 
Entering Unmasked Estep 
Score: -8939204.000000 Penalty: 1118.546753
	Iteration 10Q: 3 clusters Score -8939204 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89068 members 
Mstep: Class 2 contains 128817 members 
Entering Unmasked Estep 
Score: -8939514.000000 Penalty: 1118.546753
	Iteration 11Q: 3 clusters Score -8939514 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87746 members 
Mstep: Class 2 contains 130139 members 
Entering Unmasked Estep 
Score: -8939831.000000 Penalty: 1118.546753
	Iteration 12Q: 3 clusters Score -8939831 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86325 members 
Mstep: Class 2 contains 131560 members 
Entering Unmasked Estep 
Score: -8940176.000000 Penalty: 1118.546753
	Iteration 13Q: 3 clusters Score -8940176 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84741 members 
Mstep: Class 2 contains 133144 members 
Entering Unmasked Estep 
Score: -8940704.000000 Penalty: 1118.546753
	Iteration 14Q: 3 clusters Score -8940704 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83040 members 
Mstep: Class 2 contains 134845 members 
Entering Unmasked Estep 
Score: -8941278.000000 Penalty: 1118.546753
	Iteration 15Q: 3 clusters Score -8941278 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81160 members 
Mstep: Class 2 contains 136725 members 
Entering Unmasked Estep 
Score: -8941771.000000 Penalty: 1118.546753
	Iteration 16Q: 3 clusters Score -8941771 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79084 members 
Mstep: Class 2 contains 138801 members 
Entering Unmasked Estep 
Score: -8942378.000000 Penalty: 1118.546753
	Iteration 17Q: 3 clusters Score -8942378 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 141023 members 
Entering Unmasked Estep 
Score: -8943152.000000 Penalty: 1118.546753
	Iteration 18Q: 3 clusters Score -8943152 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74400 members 
Mstep: Class 2 contains 143485 members 
Entering Unmasked Estep 
Score: -8944061.000000 Penalty: 1118.546753
	Iteration 19Q: 3 clusters Score -8944061 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71859 members 
Mstep: Class 2 contains 146026 members 
Entering Unmasked Estep 
Score: -8944992.000000 Penalty: 1118.546753
	Iteration 20F: 3 clusters Score -8944992 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69154 members 
Mstep: Class 2 contains 148731 members 
Entering Unmasked Estep 
Score: -8946154.000000 Penalty: 1118.546753
	Iteration 21Q: 3 clusters Score -8946154 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66347 members 
Mstep: Class 2 contains 151538 members 
Entering Unmasked Estep 
Score: -8947461.000000 Penalty: 1118.546753
	Iteration 22Q: 3 clusters Score -8947461 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 154437 members 
Entering Unmasked Estep 
Score: -8948989.000000 Penalty: 1118.546753
	Iteration 23Q: 3 clusters Score -8948989 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 157271 members 
Entering Unmasked Estep 
Score: -8950574.000000 Penalty: 1118.546753
	Iteration 24Q: 3 clusters Score -8950574 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57883 members 
Mstep: Class 2 contains 160002 members 
Entering Unmasked Estep 
Score: -8952222.000000 Penalty: 1118.546753
	Iteration 25Q: 3 clusters Score -8952222 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 162578 members 
Entering Unmasked Estep 
Score: -8954030.000000 Penalty: 1118.546753
	Iteration 26Q: 3 clusters Score -8954030 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 164916 members 
Entering Unmasked Estep 
Score: -8955584.000000 Penalty: 1118.546753
	Iteration 27Q: 3 clusters Score -8955584 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 166950 members 
Entering Unmasked Estep 
Score: -8956903.000000 Penalty: 1118.546753
	Iteration 28Q: 3 clusters Score -8956903 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 168642 members 
Entering Unmasked Estep 
Score: -8957952.000000 Penalty: 1118.546753
	Iteration 29Q: 3 clusters Score -8957952 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 170034 members 
Entering Unmasked Estep 
Score: -8958723.000000 Penalty: 1118.546753
	Iteration 30Q: 3 clusters Score -8958723 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 171215 members 
Entering Unmasked Estep 
Score: -8959211.000000 Penalty: 1118.546753
	Iteration 31Q: 3 clusters Score -8959211 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 172193 members 
Entering Unmasked Estep 
Score: -8959578.000000 Penalty: 1118.546753
	Iteration 32Q: 3 clusters Score -8959578 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 173003 members 
Entering Unmasked Estep 
Score: -8959885.000000 Penalty: 1118.546753
	Iteration 33Q: 3 clusters Score -8959885 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 173718 members 
Entering Unmasked Estep 
Score: -8960147.000000 Penalty: 1118.546753
	Iteration 34Q: 3 clusters Score -8960147 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 174384 members 
Entering Unmasked Estep 
Score: -8960324.000000 Penalty: 1118.546753
	Iteration 35Q: 3 clusters Score -8960324 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 175026 members 
Entering Unmasked Estep 
Score: -8960479.000000 Penalty: 1118.546753
	Iteration 36Q: 3 clusters Score -8960479 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 175672 members 
Entering Unmasked Estep 
Score: -8960607.000000 Penalty: 1118.546753
	Iteration 37Q: 3 clusters Score -8960607 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 176287 members 
Entering Unmasked Estep 
Score: -8960680.000000 Penalty: 1118.546753
	Iteration 38Q: 3 clusters Score -8960680 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 176875 members 
Entering Unmasked Estep 
Score: -8960729.000000 Penalty: 1118.546753
	Iteration 39Q: 3 clusters Score -8960729 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 177490 members 
Entering Unmasked Estep 
Score: -8960845.000000 Penalty: 1118.546753
	Iteration 40F: 3 clusters Score -8960845 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 178101 members 
Entering Unmasked Estep 
Score: -8960936.000000 Penalty: 1118.546753
	Iteration 41Q: 3 clusters Score -8960936 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 178747 members 
Entering Unmasked Estep 
Score: -8961022.000000 Penalty: 1118.546753
	Iteration 42Q: 3 clusters Score -8961022 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 179402 members 
Entering Unmasked Estep 
Score: -8961117.000000 Penalty: 1118.546753
	Iteration 43Q: 3 clusters Score -8961117 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 180091 members 
Entering Unmasked Estep 
Score: -8961178.000000 Penalty: 1118.546753
	Iteration 44Q: 3 clusters Score -8961178 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 180840 members 
Entering Unmasked Estep 
Score: -8961291.000000 Penalty: 1118.546753
	Iteration 45Q: 3 clusters Score -8961291 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 181607 members 
Entering Unmasked Estep 
Score: -8961361.000000 Penalty: 1118.546753
	Iteration 46Q: 3 clusters Score -8961361 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 182468 members 
Entering Unmasked Estep 
Score: -8961413.000000 Penalty: 1118.546753
	Iteration 47Q: 3 clusters Score -8961413 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 183387 members 
Entering Unmasked Estep 
Score: -8961517.000000 Penalty: 1118.546753
	Iteration 48Q: 3 clusters Score -8961517 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 184380 members 
Entering Unmasked Estep 
Score: -8961618.000000 Penalty: 1118.546753
	Iteration 49Q: 3 clusters Score -8961618 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 185439 members 
Entering Unmasked Estep 
Score: -8961796.000000 Penalty: 1118.546753
	Iteration 50Q: 3 clusters Score -8961796 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 186575 members 
Entering Unmasked Estep 
Score: -8962003.000000 Penalty: 1118.546753
	Iteration 51Q: 3 clusters Score -8962003 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 187766 members 
Entering Unmasked Estep 
Score: -8962256.000000 Penalty: 1118.546753
	Iteration 52Q: 3 clusters Score -8962256 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 189129 members 
Entering Unmasked Estep 
Score: -8962511.000000 Penalty: 1118.546753
	Iteration 53Q: 3 clusters Score -8962511 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 190548 members 
Entering Unmasked Estep 
Score: -8962792.000000 Penalty: 1118.546753
	Iteration 54Q: 3 clusters Score -8962792 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 192133 members 
Entering Unmasked Estep 
Score: -8963227.000000 Penalty: 1118.546753
	Iteration 55Q: 3 clusters Score -8963227 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 193797 members 
Entering Unmasked Estep 
Score: -8963742.000000 Penalty: 1118.546753
	Iteration 56Q: 3 clusters Score -8963742 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 195620 members 
Entering Unmasked Estep 
Score: -8964344.000000 Penalty: 1118.546753
	Iteration 57Q: 3 clusters Score -8964344 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 197573 members 
Entering Unmasked Estep 
Score: -8964985.000000 Penalty: 1118.546753
	Iteration 58Q: 3 clusters Score -8964985 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 199629 members 
Entering Unmasked Estep 
Score: -8965827.000000 Penalty: 1118.546753
	Iteration 59Q: 3 clusters Score -8965827 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 201763 members 
Entering Unmasked Estep 
Score: -8966735.000000 Penalty: 1118.546753
	Iteration 60F: 3 clusters Score -8966735 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 203842 members 
Entering Unmasked Estep 
Score: -8967652.000000 Penalty: 1118.546753
	Iteration 61Q: 3 clusters Score -8967652 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 205937 members 
Entering Unmasked Estep 
Score: -8968689.000000 Penalty: 1118.546753
	Iteration 62Q: 3 clusters Score -8968689 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 207926 members 
Entering Unmasked Estep 
Score: -8969683.000000 Penalty: 1118.546753
	Iteration 63Q: 3 clusters Score -8969683 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 209714 members 
Entering Unmasked Estep 
Score: -8970580.000000 Penalty: 1118.546753
	Iteration 64Q: 3 clusters Score -8970580 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 211340 members 
Entering Unmasked Estep 
Score: -8971380.000000 Penalty: 1118.546753
	Iteration 65Q: 3 clusters Score -8971380 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 212695 members 
Entering Unmasked Estep 
Score: -8972013.000000 Penalty: 1118.546753
	Iteration 66Q: 3 clusters Score -8972013 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 213821 members 
Entering Unmasked Estep 
Score: -8972586.000000 Penalty: 1118.546753
	Iteration 67Q: 3 clusters Score -8972586 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 214731 members 
Entering Unmasked Estep 
Score: -8973003.000000 Penalty: 1118.546753
	Iteration 68Q: 3 clusters Score -8973003 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 215411 members 
Entering Unmasked Estep 
Score: -8973327.000000 Penalty: 1118.546753
	Iteration 69Q: 3 clusters Score -8973327 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 215907 members 
Entering Unmasked Estep 
Score: -8973548.000000 Penalty: 1118.546753
	Iteration 70Q: 3 clusters Score -8973548 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 216271 members 
Entering Unmasked Estep 
Score: -8973673.000000 Penalty: 1118.546753
	Iteration 71Q: 3 clusters Score -8973673 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 216516 members 
Entering Unmasked Estep 
Score: -8973757.000000 Penalty: 1118.546753
	Iteration 72Q: 3 clusters Score -8973757 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 216720 members 
Entering Unmasked Estep 
Score: -8973819.000000 Penalty: 1118.546753
	Iteration 73Q: 3 clusters Score -8973819 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 216856 members 
Entering Unmasked Estep 
Score: -8973871.000000 Penalty: 1118.546753
	Iteration 74Q: 3 clusters Score -8973871 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 216970 members 
Entering Unmasked Estep 
Score: -8973901.000000 Penalty: 1118.546753
	Iteration 75Q: 3 clusters Score -8973901 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 217066 members 
Entering Unmasked Estep 
Score: -8973935.000000 Penalty: 1118.546753
	Iteration 76Q: 3 clusters Score -8973935 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 217149 members 
Entering Unmasked Estep 
Score: -8973968.000000 Penalty: 1118.546753
	Iteration 77Q: 3 clusters Score -8973968 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 217218 members 
Entering Unmasked Estep 
Score: -8973984.000000 Penalty: 1118.546753
	Iteration 78Q: 3 clusters Score -8973984 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 217270 members 
Entering Unmasked Estep 
Score: -8974006.000000 Penalty: 1118.546753
	Iteration 79Q: 3 clusters Score -8974006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 217309 members 
Entering Unmasked Estep 
Score: -8974036.000000 Penalty: 1118.546753
	Iteration 80F: 3 clusters Score -8974036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 217335 members 
Entering Unmasked Estep 
Score: -8974049.000000 Penalty: 1118.546753
	Iteration 81Q: 3 clusters Score -8974049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 217354 members 
Entering Unmasked Estep 
Score: -8974054.000000 Penalty: 1118.546753
	Iteration 82Q: 3 clusters Score -8974054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 217369 members 
Entering Unmasked Estep 
Score: -8974060.000000 Penalty: 1118.546753
	Iteration 83Q: 3 clusters Score -8974060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 217382 members 
Entering Unmasked Estep 
Score: -8974076.000000 Penalty: 1118.546753
	Iteration 84Q: 3 clusters Score -8974076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 217394 members 
Entering Unmasked Estep 
Score: -8974079.000000 Penalty: 1118.546753
	Iteration 85Q: 3 clusters Score -8974079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 217399 members 
Entering Unmasked Estep 
Score: -8974082.000000 Penalty: 1118.546753
	Iteration 86Q: 3 clusters Score -8974082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 217404 members 
Entering Unmasked Estep 
Score: -8974083.000000 Penalty: 1118.546753
	Iteration 87Q: 3 clusters Score -8974083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 217407 members 
Entering Unmasked Estep 
Score: -8974084.000000 Penalty: 1118.546753
	Iteration 88Q: 3 clusters Score -8974084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 217408 members 
Entering Unmasked Estep 
Score: -8974084.000000 Penalty: 1118.546753
	Iteration 89Q: 3 clusters Score -8974084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 217408 members 
Entering Unmasked Estep 
Score: -8974084.000000 Penalty: 1118.546753
	Iteration 90F: 3 clusters Score -8974084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -46435.699219 Penalty: 325.392578
	Iteration 0F: 2 clusters Score -46435.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -45419.015625 Penalty: 650.785156
	Iteration 0F: 3 clusters Score -45419.02 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -45700.960938 Penalty: 650.785156
	Iteration 1F: 3 clusters Score -45700.96 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -45776.800781 Penalty: 650.785156
	Iteration 2F: 3 clusters Score -45776.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -45846.609375 Penalty: 650.785156
	Iteration 3F: 3 clusters Score -45846.61 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -45919.683594 Penalty: 650.785156
	Iteration 4F: 3 clusters Score -45919.68 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -45979.035156 Penalty: 650.785156
	Iteration 5F: 3 clusters Score -45979.04 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -46020.203125 Penalty: 650.785156
	Iteration 6Q: 3 clusters Score -46020.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -46041.902344 Penalty: 650.785156
	Iteration 7Q: 3 clusters Score -46041.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -46054.273438 Penalty: 650.785156
	Iteration 8Q: 3 clusters Score -46054.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -46062.015625 Penalty: 650.785156
	Iteration 9Q: 3 clusters Score -46062.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -46064.851562 Penalty: 650.785156
	Iteration 10Q: 3 clusters Score -46064.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -46067.679688 Penalty: 650.785156
	Iteration 11Q: 3 clusters Score -46067.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -46068.996094 Penalty: 650.785156
	Iteration 12Q: 3 clusters Score -46069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -46070.167969 Penalty: 650.785156
	Iteration 13Q: 3 clusters Score -46070.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -46070.484375 Penalty: 650.785156
	Iteration 14Q: 3 clusters Score -46070.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -46070.699219 Penalty: 650.785156
	Iteration 15Q: 3 clusters Score -46070.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -46070.699219 Penalty: 650.785156
	Iteration 16F: 3 clusters Score -46070.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Entering Unmasked Estep 
Score: -57175.824219 Penalty: 330.449585
	Iteration 0F: 2 clusters Score -57175.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -56071.925781 Penalty: 660.899170
	Iteration 0F: 3 clusters Score -56071.93 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -56417.324219 Penalty: 660.899170
	Iteration 1F: 3 clusters Score -56417.32 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -56487.144531 Penalty: 660.899170
	Iteration 2F: 3 clusters Score -56487.14 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -56520.089844 Penalty: 660.899170
	Iteration 3F: 3 clusters Score -56520.09 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -56540.328125 Penalty: 660.899170
	Iteration 4Q: 3 clusters Score -56540.33 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -56551.179688 Penalty: 660.899170
	Iteration 5Q: 3 clusters Score -56551.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -56562.089844 Penalty: 660.899170
	Iteration 6Q: 3 clusters Score -56562.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -56572.257812 Penalty: 660.899170
	Iteration 7Q: 3 clusters Score -56572.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -56581.875000 Penalty: 660.899170
	Iteration 8Q: 3 clusters Score -56581.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -56586.585938 Penalty: 660.899170
	Iteration 9Q: 3 clusters Score -56586.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -56593.367188 Penalty: 660.899170
	Iteration 10Q: 3 clusters Score -56593.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -56598.187500 Penalty: 660.899170
	Iteration 11Q: 3 clusters Score -56598.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -56600.449219 Penalty: 660.899170
	Iteration 12Q: 3 clusters Score -56600.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -56604.710938 Penalty: 660.899170
	Iteration 13Q: 3 clusters Score -56604.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -56608.031250 Penalty: 660.899170
	Iteration 14Q: 3 clusters Score -56608.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -56610.992188 Penalty: 660.899170
	Iteration 15Q: 3 clusters Score -56610.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -56617.222656 Penalty: 660.899170
	Iteration 16Q: 3 clusters Score -56617.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -56625.570312 Penalty: 660.899170
	Iteration 17Q: 3 clusters Score -56625.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -56632.480469 Penalty: 660.899170
	Iteration 18Q: 3 clusters Score -56632.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -56638.039062 Penalty: 660.899170
	Iteration 19Q: 3 clusters Score -56638.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -56640.718750 Penalty: 660.899170
	Iteration 20F: 3 clusters Score -56640.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -56642.375000 Penalty: 660.899170
	Iteration 21Q: 3 clusters Score -56642.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -56644.898438 Penalty: 660.899170
	Iteration 22Q: 3 clusters Score -56644.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -56647.789062 Penalty: 660.899170
	Iteration 23Q: 3 clusters Score -56647.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -56650.160156 Penalty: 660.899170
	Iteration 24Q: 3 clusters Score -56650.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -56652.265625 Penalty: 660.899170
	Iteration 25Q: 3 clusters Score -56652.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -56654.046875 Penalty: 660.899170
	Iteration 26Q: 3 clusters Score -56654.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -56655.843750 Penalty: 660.899170
	Iteration 27Q: 3 clusters Score -56655.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -56657.269531 Penalty: 660.899170
	Iteration 28Q: 3 clusters Score -56657.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -56658.769531 Penalty: 660.899170
	Iteration 29Q: 3 clusters Score -56658.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -56661.207031 Penalty: 660.899170
	Iteration 30Q: 3 clusters Score -56661.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -56664.277344 Penalty: 660.899170
	Iteration 31Q: 3 clusters Score -56664.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -56668.023438 Penalty: 660.899170
	Iteration 32Q: 3 clusters Score -56668.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -56672.488281 Penalty: 660.899170
	Iteration 33Q: 3 clusters Score -56672.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -56680.824219 Penalty: 660.899170
	Iteration 34Q: 3 clusters Score -56680.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -56687.601562 Penalty: 660.899170
	Iteration 35Q: 3 clusters Score -56687.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -56694.210938 Penalty: 660.899170
	Iteration 36Q: 3 clusters Score -56694.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -56699.753906 Penalty: 660.899170
	Iteration 37Q: 3 clusters Score -56699.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -56707.808594 Penalty: 660.899170
	Iteration 38Q: 3 clusters Score -56707.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -56712.757812 Penalty: 660.899170
	Iteration 39Q: 3 clusters Score -56712.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -56718.027344 Penalty: 660.899170
	Iteration 40F: 3 clusters Score -56718.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -56723.906250 Penalty: 660.899170
	Iteration 41Q: 3 clusters Score -56723.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -56734.019531 Penalty: 660.899170
	Iteration 42Q: 3 clusters Score -56734.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -56745.171875 Penalty: 660.899170
	Iteration 43Q: 3 clusters Score -56745.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -56754.925781 Penalty: 660.899170
	Iteration 44Q: 3 clusters Score -56754.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -56769.667969 Penalty: 660.899170
	Iteration 45Q: 3 clusters Score -56769.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -56782.902344 Penalty: 660.899170
	Iteration 46Q: 3 clusters Score -56782.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -56796.054688 Penalty: 660.899170
	Iteration 47Q: 3 clusters Score -56796.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -56808.492188 Penalty: 660.899170
	Iteration 48Q: 3 clusters Score -56808.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -56817.773438 Penalty: 660.899170
	Iteration 49Q: 3 clusters Score -56817.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -56826.000000 Penalty: 660.899170
	Iteration 50Q: 3 clusters Score -56826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -56837.089844 Penalty: 660.899170
	Iteration 51Q: 3 clusters Score -56837.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -56846.613281 Penalty: 660.899170
	Iteration 52Q: 3 clusters Score -56846.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -56851.964844 Penalty: 660.899170
	Iteration 53Q: 3 clusters Score -56851.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -56857.222656 Penalty: 660.899170
	Iteration 54Q: 3 clusters Score -56857.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -56864.285156 Penalty: 660.899170
	Iteration 55Q: 3 clusters Score -56864.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -56871.027344 Penalty: 660.899170
	Iteration 56Q: 3 clusters Score -56871.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -56875.660156 Penalty: 660.899170
	Iteration 57Q: 3 clusters Score -56875.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -56878.656250 Penalty: 660.899170
	Iteration 58Q: 3 clusters Score -56878.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -56886.191406 Penalty: 660.899170
	Iteration 59Q: 3 clusters Score -56886.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -56888.953125 Penalty: 660.899170
	Iteration 60F: 3 clusters Score -56888.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -56897.257812 Penalty: 660.899170
	Iteration 61Q: 3 clusters Score -56897.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -56905.316406 Penalty: 660.899170
	Iteration 62Q: 3 clusters Score -56905.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -56908.097656 Penalty: 660.899170
	Iteration 63Q: 3 clusters Score -56908.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -56911.757812 Penalty: 660.899170
	Iteration 64Q: 3 clusters Score -56911.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -56916.894531 Penalty: 660.899170
	Iteration 65Q: 3 clusters Score -56916.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -56917.757812 Penalty: 660.899170
	Iteration 66Q: 3 clusters Score -56917.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -56919.496094 Penalty: 660.899170
	Iteration 67Q: 3 clusters Score -56919.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -56920.636719 Penalty: 660.899170
	Iteration 68Q: 3 clusters Score -56920.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -56923.003906 Penalty: 660.899170
	Iteration 69Q: 3 clusters Score -56923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -56923.003906 Penalty: 660.899170
	Iteration 70F: 3 clusters Score -56923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -27301.369141 Penalty: 298.783600
	Iteration 0F: 2 clusters Score -27301.37 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 355 members 
Entering Unmasked Estep 
Score: -26699.589844 Penalty: 597.567200
	Iteration 0F: 3 clusters Score -26699.59 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -26837.566406 Penalty: 597.567200
	Iteration 1F: 3 clusters Score -26837.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -26868.218750 Penalty: 597.567200
	Iteration 2F: 3 clusters Score -26868.22 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -26897.015625 Penalty: 597.567200
	Iteration 3F: 3 clusters Score -26897.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -26916.910156 Penalty: 597.567200
	Iteration 4Q: 3 clusters Score -26916.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -26932.328125 Penalty: 597.567200
	Iteration 5Q: 3 clusters Score -26932.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -26936.531250 Penalty: 597.567200
	Iteration 6Q: 3 clusters Score -26936.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -26941.498047 Penalty: 597.567200
	Iteration 7Q: 3 clusters Score -26941.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -26946.093750 Penalty: 597.567200
	Iteration 8Q: 3 clusters Score -26946.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -26949.539062 Penalty: 597.567200
	Iteration 9Q: 3 clusters Score -26949.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -26952.187500 Penalty: 597.567200
	Iteration 10Q: 3 clusters Score -26952.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -26953.257812 Penalty: 597.567200
	Iteration 11Q: 3 clusters Score -26953.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -26953.839844 Penalty: 597.567200
	Iteration 12Q: 3 clusters Score -26953.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -26955.308594 Penalty: 597.567200
	Iteration 13Q: 3 clusters Score -26955.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -26955.638672 Penalty: 597.567200
	Iteration 14Q: 3 clusters Score -26955.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -26955.652344 Penalty: 597.567200
	Iteration 15Q: 3 clusters Score -26955.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -26955.652344 Penalty: 597.567200
	Iteration 16F: 3 clusters Score -26955.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Entering Unmasked Estep 
Score: -598020.500000 Penalty: 436.652527
	Iteration 0F: 2 clusters Score -598020.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -588254.187500 Penalty: 873.305054
	Iteration 0F: 3 clusters Score -588254.2 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -592902.187500 Penalty: 873.305054
	Iteration 1F: 3 clusters Score -592902.2 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -593593.437500 Penalty: 873.305054
	Iteration 2F: 3 clusters Score -593593.4 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -594375.875000 Penalty: 873.305054
	Iteration 3F: 3 clusters Score -594375.9 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -595178.000000 Penalty: 873.305054
	Iteration 4F: 3 clusters Score -595178 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -595922.500000 Penalty: 873.305054
	Iteration 5F: 3 clusters Score -595922.5 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -596452.187500 Penalty: 873.305054
	Iteration 6Q: 3 clusters Score -596452.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -596779.000000 Penalty: 873.305054
	Iteration 7Q: 3 clusters Score -596779 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -597011.062500 Penalty: 873.305054
	Iteration 8Q: 3 clusters Score -597011.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -597190.687500 Penalty: 873.305054
	Iteration 9Q: 3 clusters Score -597190.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -597314.250000 Penalty: 873.305054
	Iteration 10Q: 3 clusters Score -597314.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -597415.125000 Penalty: 873.305054
	Iteration 11Q: 3 clusters Score -597415.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -597480.187500 Penalty: 873.305054
	Iteration 12Q: 3 clusters Score -597480.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -597519.750000 Penalty: 873.305054
	Iteration 13Q: 3 clusters Score -597519.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -597560.000000 Penalty: 873.305054
	Iteration 14Q: 3 clusters Score -597560 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -597598.687500 Penalty: 873.305054
	Iteration 15Q: 3 clusters Score -597598.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -597620.750000 Penalty: 873.305054
	Iteration 16Q: 3 clusters Score -597620.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -597638.437500 Penalty: 873.305054
	Iteration 17Q: 3 clusters Score -597638.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -597650.937500 Penalty: 873.305054
	Iteration 18Q: 3 clusters Score -597650.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -597659.562500 Penalty: 873.305054
	Iteration 19Q: 3 clusters Score -597659.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -597667.437500 Penalty: 873.305054
	Iteration 20F: 3 clusters Score -597667.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -597673.437500 Penalty: 873.305054
	Iteration 21Q: 3 clusters Score -597673.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -597678.937500 Penalty: 873.305054
	Iteration 22Q: 3 clusters Score -597678.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -597684.250000 Penalty: 873.305054
	Iteration 23Q: 3 clusters Score -597684.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -597688.250000 Penalty: 873.305054
	Iteration 24Q: 3 clusters Score -597688.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -597690.625000 Penalty: 873.305054
	Iteration 25Q: 3 clusters Score -597690.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -597692.312500 Penalty: 873.305054
	Iteration 26Q: 3 clusters Score -597692.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -597694.500000 Penalty: 873.305054
	Iteration 27Q: 3 clusters Score -597694.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -597694.750000 Penalty: 873.305054
	Iteration 28Q: 3 clusters Score -597694.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -597694.750000 Penalty: 873.305054
	Iteration 29F: 3 clusters Score -597694.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Entering Unmasked Estep 
Score: -164026.468750 Penalty: 378.680023
	Iteration 0F: 2 clusters Score -164026.5 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 2020 members 
Entering Unmasked Estep 
Score: -161169.125000 Penalty: 757.360046
	Iteration 0F: 3 clusters Score -161169.1 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -162130.937500 Penalty: 757.360046
	Iteration 1F: 3 clusters Score -162130.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -162268.421875 Penalty: 757.360046
	Iteration 2F: 3 clusters Score -162268.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -162464.093750 Penalty: 757.360046
	Iteration 3F: 3 clusters Score -162464.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -162752.890625 Penalty: 757.360046
	Iteration 4F: 3 clusters Score -162752.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -163115.375000 Penalty: 757.360046
	Iteration 5F: 3 clusters Score -163115.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -163418.015625 Penalty: 757.360046
	Iteration 6F: 3 clusters Score -163418 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -163623.640625 Penalty: 757.360046
	Iteration 7Q: 3 clusters Score -163623.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -163730.703125 Penalty: 757.360046
	Iteration 8Q: 3 clusters Score -163730.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -163799.234375 Penalty: 757.360046
	Iteration 9Q: 3 clusters Score -163799.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -163839.375000 Penalty: 757.360046
	Iteration 10Q: 3 clusters Score -163839.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -163858.218750 Penalty: 757.360046
	Iteration 11Q: 3 clusters Score -163858.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -163873.531250 Penalty: 757.360046
	Iteration 12Q: 3 clusters Score -163873.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -163879.718750 Penalty: 757.360046
	Iteration 13Q: 3 clusters Score -163879.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -163883.000000 Penalty: 757.360046
	Iteration 14Q: 3 clusters Score -163883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -163884.656250 Penalty: 757.360046
	Iteration 15Q: 3 clusters Score -163884.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -163886.765625 Penalty: 757.360046
	Iteration 16Q: 3 clusters Score -163886.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -163887.859375 Penalty: 757.360046
	Iteration 17Q: 3 clusters Score -163887.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -163888.203125 Penalty: 757.360046
	Iteration 18Q: 3 clusters Score -163888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -163888.796875 Penalty: 757.360046
	Iteration 19Q: 3 clusters Score -163888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -163889.187500 Penalty: 757.360046
	Iteration 20F: 3 clusters Score -163889.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -163889.312500 Penalty: 757.360046
	Iteration 21Q: 3 clusters Score -163889.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -163889.718750 Penalty: 757.360046
	Iteration 22Q: 3 clusters Score -163889.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -163890.515625 Penalty: 757.360046
	Iteration 23Q: 3 clusters Score -163890.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -163890.984375 Penalty: 757.360046
	Iteration 24Q: 3 clusters Score -163891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -163890.984375 Penalty: 757.360046
	Iteration 25F: 3 clusters Score -163891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -5911.895996 Penalty: 246.229889
	Iteration 0F: 2 clusters Score -5911.896 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 112 members 
Entering Unmasked Estep 
Score: -5635.176758 Penalty: 492.459778
	Iteration 0F: 3 clusters Score -5635.177 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5797.524414 Penalty: 492.459778
	Iteration 1F: 3 clusters Score -5797.524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5861.283691 Penalty: 492.459778
	Iteration 2F: 3 clusters Score -5861.284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5874.333008 Penalty: 492.459778
	Iteration 3Q: 3 clusters Score -5874.333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5881.313477 Penalty: 492.459778
	Iteration 4Q: 3 clusters Score -5881.313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5899.831543 Penalty: 492.459778
	Iteration 5Q: 3 clusters Score -5899.832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5902.348145 Penalty: 492.459778
	Iteration 6Q: 3 clusters Score -5902.348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5904.579590 Penalty: 492.459778
	Iteration 7Q: 3 clusters Score -5904.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5909.841797 Penalty: 492.459778
	Iteration 8Q: 3 clusters Score -5909.842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5909.841797 Penalty: 492.459778
	Iteration 9F: 3 clusters Score -5909.842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Entering Unmasked Estep 
Score: -46683.648438 Penalty: 324.998657
	Iteration 0F: 2 clusters Score -46683.65 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 639 members 
Entering Unmasked Estep 
Score: -45682.500000 Penalty: 649.997314
	Iteration 0F: 3 clusters Score -45682.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -45961.519531 Penalty: 649.997314
	Iteration 1F: 3 clusters Score -45961.52 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -46017.750000 Penalty: 649.997314
	Iteration 2F: 3 clusters Score -46017.75 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -46057.285156 Penalty: 649.997314
	Iteration 3F: 3 clusters Score -46057.29 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -46096.375000 Penalty: 649.997314
	Iteration 4Q: 3 clusters Score -46096.38 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -46148.695312 Penalty: 649.997314
	Iteration 5Q: 3 clusters Score -46148.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -46188.089844 Penalty: 649.997314
	Iteration 6F: 3 clusters Score -46188.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -46215.437500 Penalty: 649.997314
	Iteration 7Q: 3 clusters Score -46215.44 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -46236.167969 Penalty: 649.997314
	Iteration 8Q: 3 clusters Score -46236.17 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -46255.312500 Penalty: 649.997314
	Iteration 9Q: 3 clusters Score -46255.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -46283.445312 Penalty: 649.997314
	Iteration 10Q: 3 clusters Score -46283.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -46305.011719 Penalty: 649.997314
	Iteration 11Q: 3 clusters Score -46305.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -46329.257812 Penalty: 649.997314
	Iteration 12Q: 3 clusters Score -46329.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -46351.574219 Penalty: 649.997314
	Iteration 13Q: 3 clusters Score -46351.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -46363.238281 Penalty: 649.997314
	Iteration 14Q: 3 clusters Score -46363.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -46369.917969 Penalty: 649.997314
	Iteration 15Q: 3 clusters Score -46369.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -46378.273438 Penalty: 649.997314
	Iteration 16Q: 3 clusters Score -46378.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -46397.464844 Penalty: 649.997314
	Iteration 17Q: 3 clusters Score -46397.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -46424.429688 Penalty: 649.997314
	Iteration 18Q: 3 clusters Score -46424.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -46448.949219 Penalty: 649.997314
	Iteration 19Q: 3 clusters Score -46448.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -46467.578125 Penalty: 649.997314
	Iteration 20F: 3 clusters Score -46467.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -46487.917969 Penalty: 649.997314
	Iteration 21Q: 3 clusters Score -46487.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -46505.664062 Penalty: 649.997314
	Iteration 22Q: 3 clusters Score -46505.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -46513.914062 Penalty: 649.997314
	Iteration 23Q: 3 clusters Score -46513.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -46522.398438 Penalty: 649.997314
	Iteration 24Q: 3 clusters Score -46522.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -46526.882812 Penalty: 649.997314
	Iteration 25Q: 3 clusters Score -46526.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -46531.480469 Penalty: 649.997314
	Iteration 26Q: 3 clusters Score -46531.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -46537.867188 Penalty: 649.997314
	Iteration 27Q: 3 clusters Score -46537.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -46541.503906 Penalty: 649.997314
	Iteration 28Q: 3 clusters Score -46541.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -46544.812500 Penalty: 649.997314
	Iteration 29Q: 3 clusters Score -46544.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -46546.234375 Penalty: 649.997314
	Iteration 30Q: 3 clusters Score -46546.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -46547.125000 Penalty: 649.997314
	Iteration 31Q: 3 clusters Score -46547.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -46547.414062 Penalty: 649.997314
	Iteration 32Q: 3 clusters Score -46547.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -46547.414062 Penalty: 649.997314
	Iteration 33F: 3 clusters Score -46547.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26695 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283974 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56957 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6056 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13120 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 217885 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 4116 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356474.000000 Penalty: 26414.312500
Iteration 199Q: 44 clusters Score -2.835647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26697 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283973 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56958 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6056 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13116 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 635 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2006 members 
Mstep: Class 36 contains 217882 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 4118 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356494.000000 Penalty: 26414.312500
Iteration 200F: 44 clusters Score -2.835649e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26698 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283973 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56963 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6056 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13116 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3261 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 636 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2006 members 
Mstep: Class 36 contains 217876 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 4120 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356488.000000 Penalty: 26414.312500
Iteration 201Q: 44 clusters Score -2.835649e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26698 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283977 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56965 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6056 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13114 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3263 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 637 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2006 members 
Mstep: Class 36 contains 217867 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356454.000000 Penalty: 26414.312500
Iteration 202Q: 44 clusters Score -2.835645e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26700 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283977 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56966 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6056 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13110 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 638 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2007 members 
Mstep: Class 36 contains 217864 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356476.000000 Penalty: 26414.312500
Iteration 203Q: 44 clusters Score -2.835648e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26702 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283979 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56966 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6059 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13103 members 
Mstep: Class 26 contains 1659 members 
Mstep: Class 27 contains 3266 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 639 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2009 members 
Mstep: Class 36 contains 217860 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356502.000000 Penalty: 26414.312500
Iteration 204Q: 44 clusters Score -2.83565e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26703 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283979 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56970 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6060 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 3266 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 640 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2011 members 
Mstep: Class 36 contains 217858 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 4124 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356488.000000 Penalty: 26414.312500
Iteration 205Q: 44 clusters Score -2.835649e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3159 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26704 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283979 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56973 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6060 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13089 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 3255 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 640 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2016 members 
Mstep: Class 36 contains 217862 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 4130 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356516.000000 Penalty: 26414.312500
Iteration 206Q: 44 clusters Score -2.835652e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26705 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283979 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56975 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6060 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13082 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 3252 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 216 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 640 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2019 members 
Mstep: Class 36 contains 217861 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14718 members 
Mstep: Class 41 contains 4134 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356538.000000 Penalty: 26414.312500
Iteration 207Q: 44 clusters Score -2.835654e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26707 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283983 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56969 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6059 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13076 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 3255 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 216 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 640 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2022 members 
Mstep: Class 36 contains 217858 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14720 members 
Mstep: Class 41 contains 4137 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356556.000000 Penalty: 26414.312500
Iteration 208Q: 44 clusters Score -2.835656e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3161 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26706 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283980 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56971 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6059 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13068 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 3257 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 216 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 640 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2026 members 
Mstep: Class 36 contains 217856 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14722 members 
Mstep: Class 41 contains 4139 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356532.000000 Penalty: 26414.312500
Iteration 209Q: 44 clusters Score -2.835653e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3162 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26710 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283980 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56968 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6061 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13064 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 3251 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 216 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 640 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2028 members 
Mstep: Class 36 contains 217854 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14724 members 
Mstep: Class 41 contains 4141 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356550.000000 Penalty: 26414.312500
Iteration 210Q: 44 clusters Score -2.835655e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3164 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26710 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283981 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56966 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6420 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 7489 members 
Mstep: Class 20 contains 6064 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13058 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 3253 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 216 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 640 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2028 members 
Mstep: Class 36 contains 217852 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14723 members 
Mstep: Class 41 contains 4145 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356548.000000 Penalty: 26414.312500
Iteration 211Q: 44 clusters Score -2.835655e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3164 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26710 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283986 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56968 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6420 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6065 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13050 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 3252 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 216 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 640 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2029 members 
Mstep: Class 36 contains 217855 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14719 members 
Mstep: Class 41 contains 4144 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356552.000000 Penalty: 26414.312500
Iteration 212Q: 44 clusters Score -2.835655e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3164 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26711 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283988 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56971 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6067 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13046 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 3249 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 216 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 640 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2027 members 
Mstep: Class 36 contains 217854 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 4144 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356592.000000 Penalty: 26414.312500
Iteration 213Q: 44 clusters Score -2.835659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3164 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26711 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283990 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56967 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6070 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13044 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 3250 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 216 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 640 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2027 members 
Mstep: Class 36 contains 217857 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14716 members 
Mstep: Class 41 contains 4142 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356572.000000 Penalty: 26414.312500
Iteration 214Q: 44 clusters Score -2.835657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3164 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26710 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283993 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56965 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6070 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13042 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 3253 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2028 members 
Mstep: Class 36 contains 217857 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14715 members 
Mstep: Class 41 contains 4141 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356570.000000 Penalty: 26414.312500
Iteration 215Q: 44 clusters Score -2.835657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3164 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26711 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283994 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56963 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6071 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13041 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 3255 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2028 members 
Mstep: Class 36 contains 217855 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14714 members 
Mstep: Class 41 contains 4142 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356560.000000 Penalty: 26414.312500
Iteration 216Q: 44 clusters Score -2.835656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3164 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26711 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283994 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56962 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 7489 members 
Mstep: Class 20 contains 6072 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13039 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 3260 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2028 members 
Mstep: Class 36 contains 217852 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14715 members 
Mstep: Class 41 contains 4142 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356570.000000 Penalty: 26414.312500
Iteration 217Q: 44 clusters Score -2.835657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3164 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26711 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283994 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56964 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6073 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13037 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 3262 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2028 members 
Mstep: Class 36 contains 217847 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14715 members 
Mstep: Class 41 contains 4142 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356568.000000 Penalty: 26414.312500
Iteration 218Q: 44 clusters Score -2.835657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3164 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26710 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283993 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56965 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6073 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13037 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 3263 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2028 members 
Mstep: Class 36 contains 217847 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14715 members 
Mstep: Class 41 contains 4142 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356562.000000 Penalty: 26414.312500
Iteration 219Q: 44 clusters Score -2.835656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3164 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26708 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283993 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56966 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6073 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13037 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2028 members 
Mstep: Class 36 contains 217847 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14715 members 
Mstep: Class 41 contains 4142 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356552.000000 Penalty: 26414.312500
Iteration 220F: 44 clusters Score -2.835655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3164 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26707 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283993 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56967 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6073 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13037 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2028 members 
Mstep: Class 36 contains 217847 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14715 members 
Mstep: Class 41 contains 4142 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356546.000000 Penalty: 26414.312500
Iteration 221Q: 44 clusters Score -2.835655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3164 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26706 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283993 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56968 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6073 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13037 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2028 members 
Mstep: Class 36 contains 217847 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14715 members 
Mstep: Class 41 contains 4142 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356544.000000 Penalty: 26414.312500
Iteration 222Q: 44 clusters Score -2.835654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3164 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26706 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283993 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56968 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6073 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13037 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2028 members 
Mstep: Class 36 contains 217847 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14715 members 
Mstep: Class 41 contains 4142 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356544.000000 Penalty: 26414.312500
Iteration 223F: 44 clusters Score -2.835654e+07 nChanged 0
Entering ConstructFrom: 
Score: -28356544.000000 Penalty: 26414.312500
Entering ConstructFrom: 
Trying to split cluster 1 (4812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Entering Unmasked Estep 
Score: -199391.875000 Penalty: 385.788513
	Iteration 0F: 2 clusters Score -199391.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -196112.437500 Penalty: 771.577026
	Iteration 0F: 3 clusters Score -196112.4 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -197317.906250 Penalty: 771.577026
	Iteration 1F: 3 clusters Score -197317.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -197449.062500 Penalty: 771.577026
	Iteration 2F: 3 clusters Score -197449.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -197588.390625 Penalty: 771.577026
	Iteration 3F: 3 clusters Score -197588.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -197775.546875 Penalty: 771.577026
	Iteration 4F: 3 clusters Score -197775.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -197954.921875 Penalty: 771.577026
	Iteration 5F: 3 clusters Score -197954.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -198129.015625 Penalty: 771.577026
	Iteration 6F: 3 clusters Score -198129 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -198293.468750 Penalty: 771.577026
	Iteration 7Q: 3 clusters Score -198293.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -198420.765625 Penalty: 771.577026
	Iteration 8Q: 3 clusters Score -198420.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -198499.312500 Penalty: 771.577026
	Iteration 9Q: 3 clusters Score -198499.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -198540.265625 Penalty: 771.577026
	Iteration 10Q: 3 clusters Score -198540.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -198570.140625 Penalty: 771.577026
	Iteration 11Q: 3 clusters Score -198570.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -198588.125000 Penalty: 771.577026
	Iteration 12Q: 3 clusters Score -198588.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -198596.484375 Penalty: 771.577026
	Iteration 13Q: 3 clusters Score -198596.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -198604.812500 Penalty: 771.577026
	Iteration 14Q: 3 clusters Score -198604.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -198613.671875 Penalty: 771.577026
	Iteration 15Q: 3 clusters Score -198613.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -198622.468750 Penalty: 771.577026
	Iteration 16Q: 3 clusters Score -198622.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -198628.312500 Penalty: 771.577026
	Iteration 17Q: 3 clusters Score -198628.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -198631.625000 Penalty: 771.577026
	Iteration 18Q: 3 clusters Score -198631.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -198635.109375 Penalty: 771.577026
	Iteration 19Q: 3 clusters Score -198635.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -198637.968750 Penalty: 771.577026
	Iteration 20F: 3 clusters Score -198638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -198641.937500 Penalty: 771.577026
	Iteration 21Q: 3 clusters Score -198641.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -198644.703125 Penalty: 771.577026
	Iteration 22Q: 3 clusters Score -198644.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -198648.593750 Penalty: 771.577026
	Iteration 23Q: 3 clusters Score -198648.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -198652.781250 Penalty: 771.577026
	Iteration 24Q: 3 clusters Score -198652.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -198656.968750 Penalty: 771.577026
	Iteration 25Q: 3 clusters Score -198657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -198660.046875 Penalty: 771.577026
	Iteration 26Q: 3 clusters Score -198660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -198663.015625 Penalty: 771.577026
	Iteration 27Q: 3 clusters Score -198663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -198665.515625 Penalty: 771.577026
	Iteration 28Q: 3 clusters Score -198665.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -198667.718750 Penalty: 771.577026
	Iteration 29Q: 3 clusters Score -198667.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -198671.000000 Penalty: 771.577026
	Iteration 30Q: 3 clusters Score -198671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -198674.343750 Penalty: 771.577026
	Iteration 31Q: 3 clusters Score -198674.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -198677.156250 Penalty: 771.577026
	Iteration 32Q: 3 clusters Score -198677.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -198681.562500 Penalty: 771.577026
	Iteration 33Q: 3 clusters Score -198681.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -198689.265625 Penalty: 771.577026
	Iteration 34Q: 3 clusters Score -198689.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -198696.203125 Penalty: 771.577026
	Iteration 35Q: 3 clusters Score -198696.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -198705.171875 Penalty: 771.577026
	Iteration 36Q: 3 clusters Score -198705.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -198716.812500 Penalty: 771.577026
	Iteration 37Q: 3 clusters Score -198716.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -198726.406250 Penalty: 771.577026
	Iteration 38Q: 3 clusters Score -198726.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -198733.781250 Penalty: 771.577026
	Iteration 39Q: 3 clusters Score -198733.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -198741.296875 Penalty: 771.577026
	Iteration 40F: 3 clusters Score -198741.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -198748.562500 Penalty: 771.577026
	Iteration 41Q: 3 clusters Score -198748.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -198757.750000 Penalty: 771.577026
	Iteration 42Q: 3 clusters Score -198757.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -198766.546875 Penalty: 771.577026
	Iteration 43Q: 3 clusters Score -198766.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -198777.984375 Penalty: 771.577026
	Iteration 44Q: 3 clusters Score -198778 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -198790.640625 Penalty: 771.577026
	Iteration 45Q: 3 clusters Score -198790.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -198807.875000 Penalty: 771.577026
	Iteration 46Q: 3 clusters Score -198807.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -198835.171875 Penalty: 771.577026
	Iteration 47Q: 3 clusters Score -198835.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -198869.046875 Penalty: 771.577026
	Iteration 48Q: 3 clusters Score -198869 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -198906.750000 Penalty: 771.577026
	Iteration 49Q: 3 clusters Score -198906.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -198928.015625 Penalty: 771.577026
	Iteration 50Q: 3 clusters Score -198928 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -198943.812500 Penalty: 771.577026
	Iteration 51Q: 3 clusters Score -198943.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -198959.421875 Penalty: 771.577026
	Iteration 52Q: 3 clusters Score -198959.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -198973.375000 Penalty: 771.577026
	Iteration 53Q: 3 clusters Score -198973.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -198985.343750 Penalty: 771.577026
	Iteration 54Q: 3 clusters Score -198985.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -198997.531250 Penalty: 771.577026
	Iteration 55Q: 3 clusters Score -198997.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -199007.843750 Penalty: 771.577026
	Iteration 56Q: 3 clusters Score -199007.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -199015.468750 Penalty: 771.577026
	Iteration 57Q: 3 clusters Score -199015.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -199025.890625 Penalty: 771.577026
	Iteration 58Q: 3 clusters Score -199025.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -199032.796875 Penalty: 771.577026
	Iteration 59Q: 3 clusters Score -199032.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -199038.234375 Penalty: 771.577026
	Iteration 60F: 3 clusters Score -199038.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -199042.843750 Penalty: 771.577026
	Iteration 61Q: 3 clusters Score -199042.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -199048.734375 Penalty: 771.577026
	Iteration 62Q: 3 clusters Score -199048.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -199055.203125 Penalty: 771.577026
	Iteration 63Q: 3 clusters Score -199055.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -199061.156250 Penalty: 771.577026
	Iteration 64Q: 3 clusters Score -199061.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -199067.265625 Penalty: 771.577026
	Iteration 65Q: 3 clusters Score -199067.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -199071.890625 Penalty: 771.577026
	Iteration 66Q: 3 clusters Score -199071.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -199081.437500 Penalty: 771.577026
	Iteration 67Q: 3 clusters Score -199081.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -199091.609375 Penalty: 771.577026
	Iteration 68Q: 3 clusters Score -199091.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -199103.312500 Penalty: 771.577026
	Iteration 69Q: 3 clusters Score -199103.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -199112.125000 Penalty: 771.577026
	Iteration 70Q: 3 clusters Score -199112.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -199116.281250 Penalty: 771.577026
	Iteration 71Q: 3 clusters Score -199116.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -199117.781250 Penalty: 771.577026
	Iteration 72Q: 3 clusters Score -199117.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -199119.218750 Penalty: 771.577026
	Iteration 73Q: 3 clusters Score -199119.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -199121.437500 Penalty: 771.577026
	Iteration 74Q: 3 clusters Score -199121.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -199125.140625 Penalty: 771.577026
	Iteration 75Q: 3 clusters Score -199125.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -199127.109375 Penalty: 771.577026
	Iteration 76Q: 3 clusters Score -199127.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -199127.765625 Penalty: 771.577026
	Iteration 77Q: 3 clusters Score -199127.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -199128.171875 Penalty: 771.577026
	Iteration 78Q: 3 clusters Score -199128.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -199129.328125 Penalty: 771.577026
	Iteration 79Q: 3 clusters Score -199129.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -199130.312500 Penalty: 771.577026
	Iteration 80F: 3 clusters Score -199130.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -199130.531250 Penalty: 771.577026
	Iteration 81Q: 3 clusters Score -199130.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -199130.906250 Penalty: 771.577026
	Iteration 82Q: 3 clusters Score -199130.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -199131.937500 Penalty: 771.577026
	Iteration 83Q: 3 clusters Score -199131.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -199132.140625 Penalty: 771.577026
	Iteration 84Q: 3 clusters Score -199132.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -199134.109375 Penalty: 771.577026
	Iteration 85Q: 3 clusters Score -199134.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -199136.984375 Penalty: 771.577026
	Iteration 86Q: 3 clusters Score -199137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -199137.859375 Penalty: 771.577026
	Iteration 87Q: 3 clusters Score -199137.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -199138.484375 Penalty: 771.577026
	Iteration 88Q: 3 clusters Score -199138.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -199139.187500 Penalty: 771.577026
	Iteration 89Q: 3 clusters Score -199139.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -199139.468750 Penalty: 771.577026
	Iteration 90Q: 3 clusters Score -199139.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -199139.953125 Penalty: 771.577026
	Iteration 91Q: 3 clusters Score -199140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -199141.125000 Penalty: 771.577026
	Iteration 92Q: 3 clusters Score -199141.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -199141.046875 Penalty: 771.577026
	Iteration 93Q: 3 clusters Score -199141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -199140.937500 Penalty: 771.577026
	Iteration 94Q: 3 clusters Score -199140.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -199141.703125 Penalty: 771.577026
	Iteration 95Q: 3 clusters Score -199141.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -199143.125000 Penalty: 771.577026
	Iteration 96Q: 3 clusters Score -199143.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -199144.734375 Penalty: 771.577026
	Iteration 97Q: 3 clusters Score -199144.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -199146.406250 Penalty: 771.577026
	Iteration 98Q: 3 clusters Score -199146.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -199147.328125 Penalty: 771.577026
	Iteration 99Q: 3 clusters Score -199147.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -199148.718750 Penalty: 771.577026
	Iteration 100F: 3 clusters Score -199148.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -199149.937500 Penalty: 771.577026
	Iteration 101Q: 3 clusters Score -199149.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -199150.625000 Penalty: 771.577026
	Iteration 102Q: 3 clusters Score -199150.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -199151.078125 Penalty: 771.577026
	Iteration 103Q: 3 clusters Score -199151.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -199151.906250 Penalty: 771.577026
	Iteration 104Q: 3 clusters Score -199151.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -199151.765625 Penalty: 771.577026
	Iteration 105Q: 3 clusters Score -199151.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -199151.921875 Penalty: 771.577026
	Iteration 106Q: 3 clusters Score -199151.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -199151.921875 Penalty: 771.577026
	Iteration 107F: 3 clusters Score -199151.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -42445.488281 Penalty: 323.869751
	Iteration 0F: 2 clusters Score -42445.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -41502.621094 Penalty: 647.739502
	Iteration 0F: 3 clusters Score -41502.62 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -41866.476562 Penalty: 647.739502
	Iteration 1F: 3 clusters Score -41866.48 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -41982.738281 Penalty: 647.739502
	Iteration 2F: 3 clusters Score -41982.74 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -42074.585938 Penalty: 647.739502
	Iteration 3F: 3 clusters Score -42074.59 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -42139.324219 Penalty: 647.739502
	Iteration 4F: 3 clusters Score -42139.32 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -42201.558594 Penalty: 647.739502
	Iteration 5Q: 3 clusters Score -42201.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -42238.343750 Penalty: 647.739502
	Iteration 6Q: 3 clusters Score -42238.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -42268.148438 Penalty: 647.739502
	Iteration 7Q: 3 clusters Score -42268.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -42283.484375 Penalty: 647.739502
	Iteration 8Q: 3 clusters Score -42283.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -42287.683594 Penalty: 647.739502
	Iteration 9Q: 3 clusters Score -42287.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -42287.691406 Penalty: 647.739502
	Iteration 10Q: 3 clusters Score -42287.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -42287.691406 Penalty: 647.739502
	Iteration 11F: 3 clusters Score -42287.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -16369.057617 Penalty: 280.334930
	Iteration 0F: 2 clusters Score -16369.06 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 225 members 
Entering Unmasked Estep 
Score: -15892.821289 Penalty: 560.669861
	Iteration 0F: 3 clusters Score -15892.82 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16034.729492 Penalty: 560.669861
	Iteration 1F: 3 clusters Score -16034.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16066.441406 Penalty: 560.669861
	Iteration 2F: 3 clusters Score -16066.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16081.384766 Penalty: 560.669861
	Iteration 3F: 3 clusters Score -16081.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16100.572266 Penalty: 560.669861
	Iteration 4Q: 3 clusters Score -16100.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16113.674805 Penalty: 560.669861
	Iteration 5Q: 3 clusters Score -16113.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16122.208984 Penalty: 560.669861
	Iteration 6Q: 3 clusters Score -16122.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16133.472656 Penalty: 560.669861
	Iteration 7Q: 3 clusters Score -16133.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16145.456055 Penalty: 560.669861
	Iteration 8Q: 3 clusters Score -16145.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16155.211914 Penalty: 560.669861
	Iteration 9Q: 3 clusters Score -16155.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16158.556641 Penalty: 560.669861
	Iteration 10Q: 3 clusters Score -16158.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16161.305664 Penalty: 560.669861
	Iteration 11Q: 3 clusters Score -16161.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16169.139648 Penalty: 560.669861
	Iteration 12Q: 3 clusters Score -16169.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16174.008789 Penalty: 560.669861
	Iteration 13Q: 3 clusters Score -16174.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16178.052734 Penalty: 560.669861
	Iteration 14Q: 3 clusters Score -16178.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16179.429688 Penalty: 560.669861
	Iteration 15Q: 3 clusters Score -16179.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16179.840820 Penalty: 560.669861
	Iteration 16Q: 3 clusters Score -16179.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16179.840820 Penalty: 560.669861
	Iteration 17F: 3 clusters Score -16179.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Entering Unmasked Estep 
Score: -129512.601562 Penalty: 366.711456
	Iteration 0F: 2 clusters Score -129512.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -127329.351562 Penalty: 733.422913
	Iteration 0F: 3 clusters Score -127329.4 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -128045.632812 Penalty: 733.422913
	Iteration 1F: 3 clusters Score -128045.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -128189.664062 Penalty: 733.422913
	Iteration 2F: 3 clusters Score -128189.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -128325.453125 Penalty: 733.422913
	Iteration 3F: 3 clusters Score -128325.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -128512.937500 Penalty: 733.422913
	Iteration 4F: 3 clusters Score -128512.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -128721.531250 Penalty: 733.422913
	Iteration 5F: 3 clusters Score -128721.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -128874.109375 Penalty: 733.422913
	Iteration 6F: 3 clusters Score -128874.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -128988.601562 Penalty: 733.422913
	Iteration 7Q: 3 clusters Score -128988.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -129067.835938 Penalty: 733.422913
	Iteration 8Q: 3 clusters Score -129067.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -129129.960938 Penalty: 733.422913
	Iteration 9Q: 3 clusters Score -129130 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -129160.898438 Penalty: 733.422913
	Iteration 10Q: 3 clusters Score -129160.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -129175.101562 Penalty: 733.422913
	Iteration 11Q: 3 clusters Score -129175.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -129191.484375 Penalty: 733.422913
	Iteration 12Q: 3 clusters Score -129191.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -129205.898438 Penalty: 733.422913
	Iteration 13Q: 3 clusters Score -129205.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -129216.218750 Penalty: 733.422913
	Iteration 14Q: 3 clusters Score -129216.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -129221.820312 Penalty: 733.422913
	Iteration 15Q: 3 clusters Score -129221.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -129225.695312 Penalty: 733.422913
	Iteration 16Q: 3 clusters Score -129225.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -129227.312500 Penalty: 733.422913
	Iteration 17Q: 3 clusters Score -129227.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -129227.976562 Penalty: 733.422913
	Iteration 18Q: 3 clusters Score -129228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -129228.890625 Penalty: 733.422913
	Iteration 19Q: 3 clusters Score -129228.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -129229.546875 Penalty: 733.422913
	Iteration 20F: 3 clusters Score -129229.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -129230.523438 Penalty: 733.422913
	Iteration 21Q: 3 clusters Score -129230.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -129232.554688 Penalty: 733.422913
	Iteration 22Q: 3 clusters Score -129232.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -129233.929688 Penalty: 733.422913
	Iteration 23Q: 3 clusters Score -129233.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -129236.007812 Penalty: 733.422913
	Iteration 24Q: 3 clusters Score -129236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -129238.085938 Penalty: 733.422913
	Iteration 25Q: 3 clusters Score -129238.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -129239.148438 Penalty: 733.422913
	Iteration 26Q: 3 clusters Score -129239.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -129240.500000 Penalty: 733.422913
	Iteration 27Q: 3 clusters Score -129240.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -129242.031250 Penalty: 733.422913
	Iteration 28Q: 3 clusters Score -129242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -129242.515625 Penalty: 733.422913
	Iteration 29Q: 3 clusters Score -129242.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -129242.781250 Penalty: 733.422913
	Iteration 30Q: 3 clusters Score -129242.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -129242.781250 Penalty: 733.422913
	Iteration 31F: 3 clusters Score -129242.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Entering Unmasked Estep 
Score: -236846.250000 Penalty: 395.660797
	Iteration 0F: 2 clusters Score -236846.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -232918.843750 Penalty: 791.321594
	Iteration 0F: 3 clusters Score -232918.8 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -234834.875000 Penalty: 791.321594
	Iteration 1F: 3 clusters Score -234834.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -235150.031250 Penalty: 791.321594
	Iteration 2F: 3 clusters Score -235150 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -235413.687500 Penalty: 791.321594
	Iteration 3F: 3 clusters Score -235413.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -235634.718750 Penalty: 791.321594
	Iteration 4F: 3 clusters Score -235634.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -235828.656250 Penalty: 791.321594
	Iteration 5F: 3 clusters Score -235828.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -236044.000000 Penalty: 791.321594
	Iteration 6Q: 3 clusters Score -236044 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -236260.453125 Penalty: 791.321594
	Iteration 7Q: 3 clusters Score -236260.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -236410.015625 Penalty: 791.321594
	Iteration 8Q: 3 clusters Score -236410 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -236517.687500 Penalty: 791.321594
	Iteration 9Q: 3 clusters Score -236517.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -236562.296875 Penalty: 791.321594
	Iteration 10Q: 3 clusters Score -236562.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -236598.906250 Penalty: 791.321594
	Iteration 11Q: 3 clusters Score -236598.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -236629.093750 Penalty: 791.321594
	Iteration 12Q: 3 clusters Score -236629.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -236657.578125 Penalty: 791.321594
	Iteration 13Q: 3 clusters Score -236657.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -236678.312500 Penalty: 791.321594
	Iteration 14Q: 3 clusters Score -236678.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -236690.734375 Penalty: 791.321594
	Iteration 15Q: 3 clusters Score -236690.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -236700.437500 Penalty: 791.321594
	Iteration 16Q: 3 clusters Score -236700.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -236710.578125 Penalty: 791.321594
	Iteration 17Q: 3 clusters Score -236710.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -236717.046875 Penalty: 791.321594
	Iteration 18Q: 3 clusters Score -236717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -236720.953125 Penalty: 791.321594
	Iteration 19Q: 3 clusters Score -236721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -236723.265625 Penalty: 791.321594
	Iteration 20F: 3 clusters Score -236723.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -236725.296875 Penalty: 791.321594
	Iteration 21Q: 3 clusters Score -236725.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -236726.796875 Penalty: 791.321594
	Iteration 22Q: 3 clusters Score -236726.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -236729.031250 Penalty: 791.321594
	Iteration 23Q: 3 clusters Score -236729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -236731.343750 Penalty: 791.321594
	Iteration 24Q: 3 clusters Score -236731.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -236733.406250 Penalty: 791.321594
	Iteration 25Q: 3 clusters Score -236733.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -236733.453125 Penalty: 791.321594
	Iteration 26Q: 3 clusters Score -236733.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -236735.187500 Penalty: 791.321594
	Iteration 27Q: 3 clusters Score -236735.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -236736.093750 Penalty: 791.321594
	Iteration 28Q: 3 clusters Score -236736.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -236737.453125 Penalty: 791.321594
	Iteration 29Q: 3 clusters Score -236737.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -236737.875000 Penalty: 791.321594
	Iteration 30Q: 3 clusters Score -236737.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -236738.437500 Penalty: 791.321594
	Iteration 31Q: 3 clusters Score -236738.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -236739.531250 Penalty: 791.321594
	Iteration 32Q: 3 clusters Score -236739.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -236740.156250 Penalty: 791.321594
	Iteration 33Q: 3 clusters Score -236740.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -236740.640625 Penalty: 791.321594
	Iteration 34Q: 3 clusters Score -236740.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -236740.781250 Penalty: 791.321594
	Iteration 35Q: 3 clusters Score -236740.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -236742.859375 Penalty: 791.321594
	Iteration 36Q: 3 clusters Score -236742.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -236744.437500 Penalty: 791.321594
	Iteration 37Q: 3 clusters Score -236744.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -236745.953125 Penalty: 791.321594
	Iteration 38Q: 3 clusters Score -236746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -236745.765625 Penalty: 791.321594
	Iteration 39Q: 3 clusters Score -236745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -236746.421875 Penalty: 791.321594
	Iteration 40F: 3 clusters Score -236746.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -236747.078125 Penalty: 791.321594
	Iteration 41Q: 3 clusters Score -236747.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -236746.875000 Penalty: 791.321594
	Iteration 42Q: 3 clusters Score -236746.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -236746.875000 Penalty: 791.321594
	Iteration 43F: 3 clusters Score -236746.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -255404.812500 Penalty: 399.588715
	Iteration 0F: 2 clusters Score -255404.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -251023.046875 Penalty: 799.177429
	Iteration 0F: 3 clusters Score -251023 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -252873.562500 Penalty: 799.177429
	Iteration 1F: 3 clusters Score -252873.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -253130.812500 Penalty: 799.177429
	Iteration 2F: 3 clusters Score -253130.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -253397.375000 Penalty: 799.177429
	Iteration 3F: 3 clusters Score -253397.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -253634.890625 Penalty: 799.177429
	Iteration 4F: 3 clusters Score -253634.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -253870.640625 Penalty: 799.177429
	Iteration 5F: 3 clusters Score -253870.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -254063.562500 Penalty: 799.177429
	Iteration 6F: 3 clusters Score -254063.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -254219.734375 Penalty: 799.177429
	Iteration 7Q: 3 clusters Score -254219.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -254363.671875 Penalty: 799.177429
	Iteration 8Q: 3 clusters Score -254363.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -254498.828125 Penalty: 799.177429
	Iteration 9Q: 3 clusters Score -254498.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -254635.046875 Penalty: 799.177429
	Iteration 10Q: 3 clusters Score -254635 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -254730.734375 Penalty: 799.177429
	Iteration 11Q: 3 clusters Score -254730.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -254799.718750 Penalty: 799.177429
	Iteration 12Q: 3 clusters Score -254799.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -254862.359375 Penalty: 799.177429
	Iteration 13Q: 3 clusters Score -254862.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -254913.765625 Penalty: 799.177429
	Iteration 14Q: 3 clusters Score -254913.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -254962.765625 Penalty: 799.177429
	Iteration 15Q: 3 clusters Score -254962.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -255000.609375 Penalty: 799.177429
	Iteration 16Q: 3 clusters Score -255000.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -255041.687500 Penalty: 799.177429
	Iteration 17Q: 3 clusters Score -255041.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -255063.796875 Penalty: 799.177429
	Iteration 18Q: 3 clusters Score -255063.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -255075.406250 Penalty: 799.177429
	Iteration 19Q: 3 clusters Score -255075.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -255084.265625 Penalty: 799.177429
	Iteration 20F: 3 clusters Score -255084.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -255090.703125 Penalty: 799.177429
	Iteration 21Q: 3 clusters Score -255090.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -255095.968750 Penalty: 799.177429
	Iteration 22Q: 3 clusters Score -255096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -255102.437500 Penalty: 799.177429
	Iteration 23Q: 3 clusters Score -255102.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -255109.015625 Penalty: 799.177429
	Iteration 24Q: 3 clusters Score -255109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -255112.671875 Penalty: 799.177429
	Iteration 25Q: 3 clusters Score -255112.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -255113.796875 Penalty: 799.177429
	Iteration 26Q: 3 clusters Score -255113.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -255114.171875 Penalty: 799.177429
	Iteration 27Q: 3 clusters Score -255114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -255114.640625 Penalty: 799.177429
	Iteration 28Q: 3 clusters Score -255114.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -255114.750000 Penalty: 799.177429
	Iteration 29Q: 3 clusters Score -255114.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -255114.750000 Penalty: 799.177429
	Iteration 30F: 3 clusters Score -255114.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -16583.849609 Penalty: 282.673584
	Iteration 0F: 2 clusters Score -16583.85 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 234 members 
Entering Unmasked Estep 
Score: -16088.513672 Penalty: 565.347168
	Iteration 0F: 3 clusters Score -16088.51 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16238.754883 Penalty: 565.347168
	Iteration 1F: 3 clusters Score -16238.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16268.181641 Penalty: 565.347168
	Iteration 2F: 3 clusters Score -16268.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16293.125977 Penalty: 565.347168
	Iteration 3Q: 3 clusters Score -16293.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16306.520508 Penalty: 565.347168
	Iteration 4Q: 3 clusters Score -16306.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16312.308594 Penalty: 565.347168
	Iteration 5Q: 3 clusters Score -16312.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16314.130859 Penalty: 565.347168
	Iteration 6Q: 3 clusters Score -16314.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16317.179688 Penalty: 565.347168
	Iteration 7Q: 3 clusters Score -16317.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16317.696289 Penalty: 565.347168
	Iteration 8Q: 3 clusters Score -16317.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16317.696289 Penalty: 565.347168
	Iteration 9F: 3 clusters Score -16317.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Entering Unmasked Estep 
Score: -1090189.125000 Penalty: 463.765259
	Iteration 0F: 2 clusters Score -1090189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1072286.125000 Penalty: 927.530518
	Iteration 0F: 3 clusters Score -1072286 nChanged 12832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1079970.625000 Penalty: 927.530518
	Iteration 1F: 3 clusters Score -1079971 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1080525.375000 Penalty: 927.530518
	Iteration 2Q: 3 clusters Score -1080525 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1081271.250000 Penalty: 927.530518
	Iteration 3F: 3 clusters Score -1081271 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1082367.875000 Penalty: 927.530518
	Iteration 4F: 3 clusters Score -1082368 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1083792.125000 Penalty: 927.530518
	Iteration 5F: 3 clusters Score -1083792 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1085086.125000 Penalty: 927.530518
	Iteration 6F: 3 clusters Score -1085086 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1085748.875000 Penalty: 927.530518
	Iteration 7F: 3 clusters Score -1085749 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1086010.250000 Penalty: 927.530518
	Iteration 8Q: 3 clusters Score -1086010 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1086160.625000 Penalty: 927.530518
	Iteration 9Q: 3 clusters Score -1086161 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1086286.375000 Penalty: 927.530518
	Iteration 10Q: 3 clusters Score -1086286 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1086422.250000 Penalty: 927.530518
	Iteration 11Q: 3 clusters Score -1086422 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1086529.125000 Penalty: 927.530518
	Iteration 12Q: 3 clusters Score -1086529 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1086631.000000 Penalty: 927.530518
	Iteration 13Q: 3 clusters Score -1086631 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1086736.750000 Penalty: 927.530518
	Iteration 14Q: 3 clusters Score -1086737 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1086849.625000 Penalty: 927.530518
	Iteration 15Q: 3 clusters Score -1086850 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1086952.375000 Penalty: 927.530518
	Iteration 16Q: 3 clusters Score -1086952 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1087055.625000 Penalty: 927.530518
	Iteration 17Q: 3 clusters Score -1087056 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1087139.250000 Penalty: 927.530518
	Iteration 18Q: 3 clusters Score -1087139 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1087221.000000 Penalty: 927.530518
	Iteration 19Q: 3 clusters Score -1087221 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1087291.250000 Penalty: 927.530518
	Iteration 20F: 3 clusters Score -1087291 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1087365.375000 Penalty: 927.530518
	Iteration 21Q: 3 clusters Score -1087365 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1087436.500000 Penalty: 927.530518
	Iteration 22Q: 3 clusters Score -1087436 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1087505.250000 Penalty: 927.530518
	Iteration 23Q: 3 clusters Score -1087505 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1087574.375000 Penalty: 927.530518
	Iteration 24Q: 3 clusters Score -1087574 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1087634.625000 Penalty: 927.530518
	Iteration 25Q: 3 clusters Score -1087635 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1087701.000000 Penalty: 927.530518
	Iteration 26Q: 3 clusters Score -1087701 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1087773.500000 Penalty: 927.530518
	Iteration 27Q: 3 clusters Score -1087774 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1087848.750000 Penalty: 927.530518
	Iteration 28Q: 3 clusters Score -1087849 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1087902.625000 Penalty: 927.530518
	Iteration 29Q: 3 clusters Score -1087903 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1087975.750000 Penalty: 927.530518
	Iteration 30Q: 3 clusters Score -1087976 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1088063.375000 Penalty: 927.530518
	Iteration 31Q: 3 clusters Score -1088063 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1088156.125000 Penalty: 927.530518
	Iteration 32Q: 3 clusters Score -1088156 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1088251.875000 Penalty: 927.530518
	Iteration 33Q: 3 clusters Score -1088252 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1088352.750000 Penalty: 927.530518
	Iteration 34Q: 3 clusters Score -1088353 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1088457.250000 Penalty: 927.530518
	Iteration 35Q: 3 clusters Score -1088457 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1088549.250000 Penalty: 927.530518
	Iteration 36Q: 3 clusters Score -1088549 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1088661.875000 Penalty: 927.530518
	Iteration 37Q: 3 clusters Score -1088662 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1088777.625000 Penalty: 927.530518
	Iteration 38Q: 3 clusters Score -1088778 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1088890.000000 Penalty: 927.530518
	Iteration 39Q: 3 clusters Score -1088890 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1089001.250000 Penalty: 927.530518
	Iteration 40F: 3 clusters Score -1089001 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1089103.500000 Penalty: 927.530518
	Iteration 41Q: 3 clusters Score -1089104 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1089195.875000 Penalty: 927.530518
	Iteration 42Q: 3 clusters Score -1089196 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1089285.125000 Penalty: 927.530518
	Iteration 43Q: 3 clusters Score -1089285 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1089373.500000 Penalty: 927.530518
	Iteration 44Q: 3 clusters Score -1089374 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1089444.125000 Penalty: 927.530518
	Iteration 45Q: 3 clusters Score -1089444 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1089521.750000 Penalty: 927.530518
	Iteration 46Q: 3 clusters Score -1089522 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1089588.375000 Penalty: 927.530518
	Iteration 47Q: 3 clusters Score -1089588 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1089650.875000 Penalty: 927.530518
	Iteration 48Q: 3 clusters Score -1089651 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1089705.875000 Penalty: 927.530518
	Iteration 49Q: 3 clusters Score -1089706 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1089746.500000 Penalty: 927.530518
	Iteration 50Q: 3 clusters Score -1089746 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1089779.125000 Penalty: 927.530518
	Iteration 51Q: 3 clusters Score -1089779 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1089802.250000 Penalty: 927.530518
	Iteration 52Q: 3 clusters Score -1089802 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1089826.375000 Penalty: 927.530518
	Iteration 53Q: 3 clusters Score -1089826 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1089844.625000 Penalty: 927.530518
	Iteration 54Q: 3 clusters Score -1089845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1089862.125000 Penalty: 927.530518
	Iteration 55Q: 3 clusters Score -1089862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1089877.625000 Penalty: 927.530518
	Iteration 56Q: 3 clusters Score -1089878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1089883.375000 Penalty: 927.530518
	Iteration 57Q: 3 clusters Score -1089883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1089883.375000 Penalty: 927.530518
	Iteration 58Q: 3 clusters Score -1089883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1089888.250000 Penalty: 927.530518
	Iteration 59Q: 3 clusters Score -1089888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1089892.875000 Penalty: 927.530518
	Iteration 60F: 3 clusters Score -1089893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1089897.750000 Penalty: 927.530518
	Iteration 61Q: 3 clusters Score -1089898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1089901.250000 Penalty: 927.530518
	Iteration 62Q: 3 clusters Score -1089901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1089905.250000 Penalty: 927.530518
	Iteration 63Q: 3 clusters Score -1089905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1089907.250000 Penalty: 927.530518
	Iteration 64Q: 3 clusters Score -1089907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1089908.500000 Penalty: 927.530518
	Iteration 65Q: 3 clusters Score -1089908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1089908.875000 Penalty: 927.530518
	Iteration 66Q: 3 clusters Score -1089909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1089908.875000 Penalty: 927.530518
	Iteration 67F: 3 clusters Score -1089909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -10088.039062 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -10088.04 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 136 members 
Entering Unmasked Estep 
Score: -9739.180664 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -9739.181 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9823.022461 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -9823.022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9845.205078 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -9845.205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9856.528320 Penalty: 513.413574
	Iteration 3Q: 3 clusters Score -9856.528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9863.929688 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -9863.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9865.589844 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -9865.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9865.859375 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -9865.859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9865.859375 Penalty: 513.413574
	Iteration 7F: 3 clusters Score -9865.859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Entering Unmasked Estep 
Score: -138290.750000 Penalty: 372.268280
	Iteration 0F: 2 clusters Score -138290.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -135848.171875 Penalty: 744.536560
	Iteration 0F: 3 clusters Score -135848.2 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -136815.921875 Penalty: 744.536560
	Iteration 1F: 3 clusters Score -136815.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -136948.015625 Penalty: 744.536560
	Iteration 2F: 3 clusters Score -136948 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -137120.812500 Penalty: 744.536560
	Iteration 3F: 3 clusters Score -137120.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -137318.921875 Penalty: 744.536560
	Iteration 4F: 3 clusters Score -137318.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -137473.218750 Penalty: 744.536560
	Iteration 5F: 3 clusters Score -137473.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -137570.109375 Penalty: 744.536560
	Iteration 6Q: 3 clusters Score -137570.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -137617.390625 Penalty: 744.536560
	Iteration 7Q: 3 clusters Score -137617.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -137643.875000 Penalty: 744.536560
	Iteration 8Q: 3 clusters Score -137643.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -137656.640625 Penalty: 744.536560
	Iteration 9Q: 3 clusters Score -137656.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -137666.578125 Penalty: 744.536560
	Iteration 10Q: 3 clusters Score -137666.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -137682.656250 Penalty: 744.536560
	Iteration 11Q: 3 clusters Score -137682.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -137704.296875 Penalty: 744.536560
	Iteration 12Q: 3 clusters Score -137704.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -137721.937500 Penalty: 744.536560
	Iteration 13Q: 3 clusters Score -137721.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -137737.406250 Penalty: 744.536560
	Iteration 14Q: 3 clusters Score -137737.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -137755.171875 Penalty: 744.536560
	Iteration 15Q: 3 clusters Score -137755.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -137767.343750 Penalty: 744.536560
	Iteration 16Q: 3 clusters Score -137767.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -137779.468750 Penalty: 744.536560
	Iteration 17Q: 3 clusters Score -137779.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -137787.296875 Penalty: 744.536560
	Iteration 18Q: 3 clusters Score -137787.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -137793.593750 Penalty: 744.536560
	Iteration 19Q: 3 clusters Score -137793.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -137798.968750 Penalty: 744.536560
	Iteration 20F: 3 clusters Score -137799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -137804.515625 Penalty: 744.536560
	Iteration 21Q: 3 clusters Score -137804.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -137809.718750 Penalty: 744.536560
	Iteration 22Q: 3 clusters Score -137809.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -137817.640625 Penalty: 744.536560
	Iteration 23Q: 3 clusters Score -137817.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -137828.296875 Penalty: 744.536560
	Iteration 24Q: 3 clusters Score -137828.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -137841.421875 Penalty: 744.536560
	Iteration 25Q: 3 clusters Score -137841.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -137849.390625 Penalty: 744.536560
	Iteration 26Q: 3 clusters Score -137849.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -137852.859375 Penalty: 744.536560
	Iteration 27Q: 3 clusters Score -137852.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -137856.062500 Penalty: 744.536560
	Iteration 28Q: 3 clusters Score -137856.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -137861.562500 Penalty: 744.536560
	Iteration 29Q: 3 clusters Score -137861.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -137867.546875 Penalty: 744.536560
	Iteration 30Q: 3 clusters Score -137867.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -137873.281250 Penalty: 744.536560
	Iteration 31Q: 3 clusters Score -137873.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -137878.734375 Penalty: 744.536560
	Iteration 32Q: 3 clusters Score -137878.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -137884.375000 Penalty: 744.536560
	Iteration 33Q: 3 clusters Score -137884.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -137891.000000 Penalty: 744.536560
	Iteration 34Q: 3 clusters Score -137891 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -137899.937500 Penalty: 744.536560
	Iteration 35Q: 3 clusters Score -137899.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -137906.500000 Penalty: 744.536560
	Iteration 36Q: 3 clusters Score -137906.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -137914.843750 Penalty: 744.536560
	Iteration 37Q: 3 clusters Score -137914.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -137921.750000 Penalty: 744.536560
	Iteration 38Q: 3 clusters Score -137921.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -137932.468750 Penalty: 744.536560
	Iteration 39Q: 3 clusters Score -137932.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -137941.937500 Penalty: 744.536560
	Iteration 40F: 3 clusters Score -137941.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -137947.421875 Penalty: 744.536560
	Iteration 41Q: 3 clusters Score -137947.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -137952.734375 Penalty: 744.536560
	Iteration 42Q: 3 clusters Score -137952.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -137960.484375 Penalty: 744.536560
	Iteration 43Q: 3 clusters Score -137960.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -137968.421875 Penalty: 744.536560
	Iteration 44Q: 3 clusters Score -137968.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -137976.734375 Penalty: 744.536560
	Iteration 45Q: 3 clusters Score -137976.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -137982.515625 Penalty: 744.536560
	Iteration 46Q: 3 clusters Score -137982.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -137987.781250 Penalty: 744.536560
	Iteration 47Q: 3 clusters Score -137987.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -137990.500000 Penalty: 744.536560
	Iteration 48Q: 3 clusters Score -137990.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -137994.921875 Penalty: 744.536560
	Iteration 49Q: 3 clusters Score -137994.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -138000.437500 Penalty: 744.536560
	Iteration 50Q: 3 clusters Score -138000.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -138006.937500 Penalty: 744.536560
	Iteration 51Q: 3 clusters Score -138006.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -138012.390625 Penalty: 744.536560
	Iteration 52Q: 3 clusters Score -138012.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -138015.031250 Penalty: 744.536560
	Iteration 53Q: 3 clusters Score -138015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -138017.171875 Penalty: 744.536560
	Iteration 54Q: 3 clusters Score -138017.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -138021.375000 Penalty: 744.536560
	Iteration 55Q: 3 clusters Score -138021.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -138022.156250 Penalty: 744.536560
	Iteration 56Q: 3 clusters Score -138022.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -138023.250000 Penalty: 744.536560
	Iteration 57Q: 3 clusters Score -138023.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -138024.781250 Penalty: 744.536560
	Iteration 58Q: 3 clusters Score -138024.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -138025.937500 Penalty: 744.536560
	Iteration 59Q: 3 clusters Score -138025.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -138026.921875 Penalty: 744.536560
	Iteration 60F: 3 clusters Score -138026.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -138028.093750 Penalty: 744.536560
	Iteration 61Q: 3 clusters Score -138028.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -138029.875000 Penalty: 744.536560
	Iteration 62Q: 3 clusters Score -138029.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -138032.203125 Penalty: 744.536560
	Iteration 63Q: 3 clusters Score -138032.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -138033.500000 Penalty: 744.536560
	Iteration 64Q: 3 clusters Score -138033.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -138034.828125 Penalty: 744.536560
	Iteration 65Q: 3 clusters Score -138034.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -138037.265625 Penalty: 744.536560
	Iteration 66Q: 3 clusters Score -138037.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -138041.140625 Penalty: 744.536560
	Iteration 67Q: 3 clusters Score -138041.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -138042.187500 Penalty: 744.536560
	Iteration 68Q: 3 clusters Score -138042.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -138042.812500 Penalty: 744.536560
	Iteration 69Q: 3 clusters Score -138042.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -138043.781250 Penalty: 744.536560
	Iteration 70Q: 3 clusters Score -138043.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -138045.187500 Penalty: 744.536560
	Iteration 71Q: 3 clusters Score -138045.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -138048.296875 Penalty: 744.536560
	Iteration 72Q: 3 clusters Score -138048.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -138050.125000 Penalty: 744.536560
	Iteration 73Q: 3 clusters Score -138050.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -138050.781250 Penalty: 744.536560
	Iteration 74Q: 3 clusters Score -138050.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -138051.968750 Penalty: 744.536560
	Iteration 75Q: 3 clusters Score -138052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -138052.812500 Penalty: 744.536560
	Iteration 76Q: 3 clusters Score -138052.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -138053.421875 Penalty: 744.536560
	Iteration 77Q: 3 clusters Score -138053.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -138053.765625 Penalty: 744.536560
	Iteration 78Q: 3 clusters Score -138053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -138053.859375 Penalty: 744.536560
	Iteration 79Q: 3 clusters Score -138053.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -138054.078125 Penalty: 744.536560
	Iteration 80F: 3 clusters Score -138054.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Entering Unmasked Estep 
Score: -133457.765625 Penalty: 369.174530
	Iteration 0F: 2 clusters Score -133457.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -131198.078125 Penalty: 738.349060
	Iteration 0F: 3 clusters Score -131198.1 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -132314.437500 Penalty: 738.349060
	Iteration 1F: 3 clusters Score -132314.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -132635.312500 Penalty: 738.349060
	Iteration 2F: 3 clusters Score -132635.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -132903.281250 Penalty: 738.349060
	Iteration 3F: 3 clusters Score -132903.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133059.500000 Penalty: 738.349060
	Iteration 4F: 3 clusters Score -133059.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -133132.531250 Penalty: 738.349060
	Iteration 5Q: 3 clusters Score -133132.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -133173.343750 Penalty: 738.349060
	Iteration 6Q: 3 clusters Score -133173.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -133197.156250 Penalty: 738.349060
	Iteration 7Q: 3 clusters Score -133197.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -133215.109375 Penalty: 738.349060
	Iteration 8Q: 3 clusters Score -133215.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -133221.375000 Penalty: 738.349060
	Iteration 9Q: 3 clusters Score -133221.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -133228.671875 Penalty: 738.349060
	Iteration 10Q: 3 clusters Score -133228.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -133237.343750 Penalty: 738.349060
	Iteration 11Q: 3 clusters Score -133237.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -133246.234375 Penalty: 738.349060
	Iteration 12Q: 3 clusters Score -133246.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -133252.000000 Penalty: 738.349060
	Iteration 13Q: 3 clusters Score -133252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -133256.562500 Penalty: 738.349060
	Iteration 14Q: 3 clusters Score -133256.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -133261.328125 Penalty: 738.349060
	Iteration 15Q: 3 clusters Score -133261.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -133263.765625 Penalty: 738.349060
	Iteration 16Q: 3 clusters Score -133263.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -133265.656250 Penalty: 738.349060
	Iteration 17Q: 3 clusters Score -133265.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -133268.234375 Penalty: 738.349060
	Iteration 18Q: 3 clusters Score -133268.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -133270.062500 Penalty: 738.349060
	Iteration 19Q: 3 clusters Score -133270.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -133271.265625 Penalty: 738.349060
	Iteration 20F: 3 clusters Score -133271.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -133272.484375 Penalty: 738.349060
	Iteration 21Q: 3 clusters Score -133272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -133273.000000 Penalty: 738.349060
	Iteration 22Q: 3 clusters Score -133273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -133274.437500 Penalty: 738.349060
	Iteration 23Q: 3 clusters Score -133274.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -133276.296875 Penalty: 738.349060
	Iteration 24Q: 3 clusters Score -133276.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -133277.000000 Penalty: 738.349060
	Iteration 25Q: 3 clusters Score -133277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -133277.203125 Penalty: 738.349060
	Iteration 26Q: 3 clusters Score -133277.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -133277.484375 Penalty: 738.349060
	Iteration 27Q: 3 clusters Score -133277.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -133277.906250 Penalty: 738.349060
	Iteration 28Q: 3 clusters Score -133277.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -133277.906250 Penalty: 738.349060
	Iteration 29F: 3 clusters Score -133277.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (283993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283993 members 
Entering Unmasked Estep 
Score: -11799888.000000 Penalty: 571.330078
	Iteration 0F: 2 clusters Score -1.179989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142184 members 
Mstep: Class 2 contains 141809 members 
Entering Unmasked Estep 
Score: -11606544.000000 Penalty: 1142.660156
	Iteration 0F: 3 clusters Score -1.160654e+07 nChanged 139913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149465 members 
Mstep: Class 2 contains 134528 members 
Entering Unmasked Estep 
Score: -11690618.000000 Penalty: 1142.660156
	Iteration 1F: 3 clusters Score -1.169062e+07 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154860 members 
Mstep: Class 2 contains 129133 members 
Entering Unmasked Estep 
Score: -11692818.000000 Penalty: 1142.660156
	Iteration 2Q: 3 clusters Score -1.169282e+07 nChanged 11478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164032 members 
Mstep: Class 2 contains 119961 members 
Entering Unmasked Estep 
Score: -11696970.000000 Penalty: 1142.660156
	Iteration 3Q: 3 clusters Score -1.169697e+07 nChanged 16279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178737 members 
Mstep: Class 2 contains 105256 members 
Entering Unmasked Estep 
Score: -11705488.000000 Penalty: 1142.660156
	Iteration 4F: 3 clusters Score -1.170549e+07 nChanged 22144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199773 members 
Mstep: Class 2 contains 84220 members 
Entering Unmasked Estep 
Score: -11720767.000000 Penalty: 1142.660156
	Iteration 5F: 3 clusters Score -1.172077e+07 nChanged 26000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225177 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -11742523.000000 Penalty: 1142.660156
	Iteration 6F: 3 clusters Score -1.174252e+07 nChanged 24714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249669 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -11766055.000000 Penalty: 1142.660156
	Iteration 7F: 3 clusters Score -1.176606e+07 nChanged 18251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267890 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -11784550.000000 Penalty: 1142.660156
	Iteration 8F: 3 clusters Score -1.178455e+07 nChanged 10089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277979 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -11794485.000000 Penalty: 1142.660156
	Iteration 9Q: 3 clusters Score -1.179448e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281942 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -11798066.000000 Penalty: 1142.660156
	Iteration 10Q: 3 clusters Score -1.179807e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283156 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -11799007.000000 Penalty: 1142.660156
	Iteration 11Q: 3 clusters Score -1.179901e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283511 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -11799278.000000 Penalty: 1142.660156
	Iteration 12Q: 3 clusters Score -1.179928e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283625 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -11799429.000000 Penalty: 1142.660156
	Iteration 13Q: 3 clusters Score -1.179943e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283630 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -11799512.000000 Penalty: 1142.660156
	Iteration 14Q: 3 clusters Score -1.179951e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283613 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11799564.000000 Penalty: 1142.660156
	Iteration 15Q: 3 clusters Score -1.179956e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283590 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -11799601.000000 Penalty: 1142.660156
	Iteration 16Q: 3 clusters Score -1.17996e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283567 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -11799613.000000 Penalty: 1142.660156
	Iteration 17Q: 3 clusters Score -1.179961e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283557 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -11799644.000000 Penalty: 1142.660156
	Iteration 18Q: 3 clusters Score -1.179964e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283550 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -11799656.000000 Penalty: 1142.660156
	Iteration 19Q: 3 clusters Score -1.179966e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283544 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -11799671.000000 Penalty: 1142.660156
	Iteration 20F: 3 clusters Score -1.179967e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283539 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -11799674.000000 Penalty: 1142.660156
	Iteration 21Q: 3 clusters Score -1.179967e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283543 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -11799699.000000 Penalty: 1142.660156
	Iteration 22Q: 3 clusters Score -1.17997e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283535 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -11799734.000000 Penalty: 1142.660156
	Iteration 23Q: 3 clusters Score -1.179973e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283508 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -11799767.000000 Penalty: 1142.660156
	Iteration 24Q: 3 clusters Score -1.179977e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283480 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -11799761.000000 Penalty: 1142.660156
	Iteration 25Q: 3 clusters Score -1.179976e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283455 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -11799782.000000 Penalty: 1142.660156
	Iteration 26Q: 3 clusters Score -1.179978e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283438 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11799799.000000 Penalty: 1142.660156
	Iteration 27Q: 3 clusters Score -1.17998e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283420 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -11799786.000000 Penalty: 1142.660156
	Iteration 28Q: 3 clusters Score -1.179979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283410 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -11799789.000000 Penalty: 1142.660156
	Iteration 29Q: 3 clusters Score -1.179979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283398 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -11799789.000000 Penalty: 1142.660156
	Iteration 30Q: 3 clusters Score -1.179979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283395 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -11799786.000000 Penalty: 1142.660156
	Iteration 31Q: 3 clusters Score -1.179979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283390 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -11799795.000000 Penalty: 1142.660156
	Iteration 32Q: 3 clusters Score -1.17998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283385 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -11799797.000000 Penalty: 1142.660156
	Iteration 33Q: 3 clusters Score -1.17998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283383 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -11799805.000000 Penalty: 1142.660156
	Iteration 34Q: 3 clusters Score -1.17998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283376 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -11799804.000000 Penalty: 1142.660156
	Iteration 35Q: 3 clusters Score -1.17998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283370 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -11799806.000000 Penalty: 1142.660156
	Iteration 36Q: 3 clusters Score -1.179981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283359 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -11799822.000000 Penalty: 1142.660156
	Iteration 37Q: 3 clusters Score -1.179982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283346 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -11799818.000000 Penalty: 1142.660156
	Iteration 38Q: 3 clusters Score -1.179982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283334 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11799826.000000 Penalty: 1142.660156
	Iteration 39Q: 3 clusters Score -1.179983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283325 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -11799833.000000 Penalty: 1142.660156
	Iteration 40F: 3 clusters Score -1.179983e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283312 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -11799835.000000 Penalty: 1142.660156
	Iteration 41Q: 3 clusters Score -1.179984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283309 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -11799832.000000 Penalty: 1142.660156
	Iteration 42Q: 3 clusters Score -1.179983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283305 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -11799836.000000 Penalty: 1142.660156
	Iteration 43Q: 3 clusters Score -1.179984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283304 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11799848.000000 Penalty: 1142.660156
	Iteration 44Q: 3 clusters Score -1.179985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283306 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -11799849.000000 Penalty: 1142.660156
	Iteration 45Q: 3 clusters Score -1.179985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283303 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -11799848.000000 Penalty: 1142.660156
	Iteration 46Q: 3 clusters Score -1.179985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283298 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -11799851.000000 Penalty: 1142.660156
	Iteration 47Q: 3 clusters Score -1.179985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283293 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -11799851.000000 Penalty: 1142.660156
	Iteration 48Q: 3 clusters Score -1.179985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283289 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11799854.000000 Penalty: 1142.660156
	Iteration 49Q: 3 clusters Score -1.179985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283283 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -11799861.000000 Penalty: 1142.660156
	Iteration 50Q: 3 clusters Score -1.179986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283277 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -11799864.000000 Penalty: 1142.660156
	Iteration 51Q: 3 clusters Score -1.179986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283273 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -11799870.000000 Penalty: 1142.660156
	Iteration 52Q: 3 clusters Score -1.179987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283267 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -11799876.000000 Penalty: 1142.660156
	Iteration 53Q: 3 clusters Score -1.179988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283265 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -11799876.000000 Penalty: 1142.660156
	Iteration 54Q: 3 clusters Score -1.179988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283264 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -11799882.000000 Penalty: 1142.660156
	Iteration 55Q: 3 clusters Score -1.179988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283258 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -11799885.000000 Penalty: 1142.660156
	Iteration 56Q: 3 clusters Score -1.179988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283249 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -11799889.000000 Penalty: 1142.660156
	Iteration 57Q: 3 clusters Score -1.179989e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283237 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -11799896.000000 Penalty: 1142.660156
	Iteration 58Q: 3 clusters Score -1.17999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283223 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -11799885.000000 Penalty: 1142.660156
	Iteration 59Q: 3 clusters Score -1.179988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283220 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11799890.000000 Penalty: 1142.660156
	Iteration 60F: 3 clusters Score -1.179989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283218 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -11799885.000000 Penalty: 1142.660156
	Iteration 61Q: 3 clusters Score -1.179988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283220 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11799890.000000 Penalty: 1142.660156
	Iteration 62Q: 3 clusters Score -1.179989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283227 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -11799901.000000 Penalty: 1142.660156
	Iteration 63Q: 3 clusters Score -1.17999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283230 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11799905.000000 Penalty: 1142.660156
	Iteration 64Q: 3 clusters Score -1.17999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283231 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -11799901.000000 Penalty: 1142.660156
	Iteration 65Q: 3 clusters Score -1.17999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283232 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -11799894.000000 Penalty: 1142.660156
	Iteration 66Q: 3 clusters Score -1.179989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283233 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -11799904.000000 Penalty: 1142.660156
	Iteration 67Q: 3 clusters Score -1.17999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283230 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11799896.000000 Penalty: 1142.660156
	Iteration 68Q: 3 clusters Score -1.17999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283221 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -11799899.000000 Penalty: 1142.660156
	Iteration 69Q: 3 clusters Score -1.17999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283216 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -11799900.000000 Penalty: 1142.660156
	Iteration 70Q: 3 clusters Score -1.17999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283208 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -11799910.000000 Penalty: 1142.660156
	Iteration 71Q: 3 clusters Score -1.179991e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283196 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -11799912.000000 Penalty: 1142.660156
	Iteration 72Q: 3 clusters Score -1.179991e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283188 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -11799899.000000 Penalty: 1142.660156
	Iteration 73Q: 3 clusters Score -1.17999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283178 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -11799898.000000 Penalty: 1142.660156
	Iteration 74Q: 3 clusters Score -1.17999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283172 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -11799905.000000 Penalty: 1142.660156
	Iteration 75Q: 3 clusters Score -1.17999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283169 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -11799906.000000 Penalty: 1142.660156
	Iteration 76Q: 3 clusters Score -1.179991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283166 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11799905.000000 Penalty: 1142.660156
	Iteration 77Q: 3 clusters Score -1.17999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283166 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11799906.000000 Penalty: 1142.660156
	Iteration 78Q: 3 clusters Score -1.179991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283167 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -11799910.000000 Penalty: 1142.660156
	Iteration 79Q: 3 clusters Score -1.179991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283166 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11799910.000000 Penalty: 1142.660156
	Iteration 80F: 3 clusters Score -1.179991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3164 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26706 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283166 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56968 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6073 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13037 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2028 members 
Mstep: Class 36 contains 217847 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14715 members 
Mstep: Class 41 contains 4142 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Mstep: Class 44 contains 827 members 
Entering Unmasked Estep 
Score: -28356506.000000 Penalty: 27028.597656
Splitting cluster 12 changes total score from -28356544.000000 to -28356506.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (2119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Entering Unmasked Estep 
Score: -84826.656250 Penalty: 348.470825
	Iteration 0F: 2 clusters Score -84826.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -83317.179688 Penalty: 696.941650
	Iteration 0F: 3 clusters Score -83317.18 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -83774.656250 Penalty: 696.941650
	Iteration 1F: 3 clusters Score -83774.66 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -83864.757812 Penalty: 696.941650
	Iteration 2F: 3 clusters Score -83864.76 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -83969.437500 Penalty: 696.941650
	Iteration 3F: 3 clusters Score -83969.44 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -84077.687500 Penalty: 696.941650
	Iteration 4F: 3 clusters Score -84077.69 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -84194.781250 Penalty: 696.941650
	Iteration 5F: 3 clusters Score -84194.78 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -84290.367188 Penalty: 696.941650
	Iteration 6F: 3 clusters Score -84290.37 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84352.492188 Penalty: 696.941650
	Iteration 7Q: 3 clusters Score -84352.49 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -84407.539062 Penalty: 696.941650
	Iteration 8Q: 3 clusters Score -84407.54 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -84451.164062 Penalty: 696.941650
	Iteration 9Q: 3 clusters Score -84451.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -84480.359375 Penalty: 696.941650
	Iteration 10Q: 3 clusters Score -84480.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -84505.351562 Penalty: 696.941650
	Iteration 11Q: 3 clusters Score -84505.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -84519.906250 Penalty: 696.941650
	Iteration 12Q: 3 clusters Score -84519.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -84524.554688 Penalty: 696.941650
	Iteration 13Q: 3 clusters Score -84524.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -84530.796875 Penalty: 696.941650
	Iteration 14Q: 3 clusters Score -84530.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -84533.304688 Penalty: 696.941650
	Iteration 15Q: 3 clusters Score -84533.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -84535.085938 Penalty: 696.941650
	Iteration 16Q: 3 clusters Score -84535.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -84535.320312 Penalty: 696.941650
	Iteration 17Q: 3 clusters Score -84535.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -84535.750000 Penalty: 696.941650
	Iteration 18Q: 3 clusters Score -84535.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -84535.750000 Penalty: 696.941650
	Iteration 19F: 3 clusters Score -84535.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56968 members 
Entering Unmasked Estep 
Score: -2300942.250000 Penalty: 498.236145
	Iteration 0F: 2 clusters Score -2300942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -2262737.750000 Penalty: 996.472290
	Iteration 0F: 3 clusters Score -2262738 nChanged 27623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -2280190.500000 Penalty: 996.472290
	Iteration 1F: 3 clusters Score -2280190 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -2281736.750000 Penalty: 996.472290
	Iteration 2F: 3 clusters Score -2281737 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -2283606.250000 Penalty: 996.472290
	Iteration 3F: 3 clusters Score -2283606 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -2285367.000000 Penalty: 996.472290
	Iteration 4F: 3 clusters Score -2285367 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -2286756.250000 Penalty: 996.472290
	Iteration 5F: 3 clusters Score -2286756 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -2287778.750000 Penalty: 996.472290
	Iteration 6Q: 3 clusters Score -2287779 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -2288530.000000 Penalty: 996.472290
	Iteration 7Q: 3 clusters Score -2288530 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -2289207.000000 Penalty: 996.472290
	Iteration 8Q: 3 clusters Score -2289207 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -2289869.000000 Penalty: 996.472290
	Iteration 9Q: 3 clusters Score -2289869 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -2290494.000000 Penalty: 996.472290
	Iteration 10Q: 3 clusters Score -2290494 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -2291054.750000 Penalty: 996.472290
	Iteration 11Q: 3 clusters Score -2291055 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -2291517.000000 Penalty: 996.472290
	Iteration 12Q: 3 clusters Score -2291517 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -2291862.500000 Penalty: 996.472290
	Iteration 13Q: 3 clusters Score -2291862 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -2292185.250000 Penalty: 996.472290
	Iteration 14Q: 3 clusters Score -2292185 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -2292530.750000 Penalty: 996.472290
	Iteration 15Q: 3 clusters Score -2292531 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -2292913.250000 Penalty: 996.472290
	Iteration 16Q: 3 clusters Score -2292913 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -2293283.500000 Penalty: 996.472290
	Iteration 17Q: 3 clusters Score -2293284 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -2293712.250000 Penalty: 996.472290
	Iteration 18Q: 3 clusters Score -2293712 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -2294175.250000 Penalty: 996.472290
	Iteration 19Q: 3 clusters Score -2294175 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -2294676.250000 Penalty: 996.472290
	Iteration 20F: 3 clusters Score -2294676 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -2295179.750000 Penalty: 996.472290
	Iteration 21Q: 3 clusters Score -2295180 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -2295671.500000 Penalty: 996.472290
	Iteration 22Q: 3 clusters Score -2295672 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -2296182.000000 Penalty: 996.472290
	Iteration 23Q: 3 clusters Score -2296182 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -2296690.000000 Penalty: 996.472290
	Iteration 24Q: 3 clusters Score -2296690 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -2297214.000000 Penalty: 996.472290
	Iteration 25Q: 3 clusters Score -2297214 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -2297660.250000 Penalty: 996.472290
	Iteration 26Q: 3 clusters Score -2297660 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -2298079.250000 Penalty: 996.472290
	Iteration 27Q: 3 clusters Score -2298079 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -2298465.500000 Penalty: 996.472290
	Iteration 28Q: 3 clusters Score -2298466 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -2298839.000000 Penalty: 996.472290
	Iteration 29Q: 3 clusters Score -2298839 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -2299188.250000 Penalty: 996.472290
	Iteration 30Q: 3 clusters Score -2299188 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -2299480.500000 Penalty: 996.472290
	Iteration 31Q: 3 clusters Score -2299480 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 54212 members 
Entering Unmasked Estep 
Score: -2299729.500000 Penalty: 996.472290
	Iteration 32Q: 3 clusters Score -2299730 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 54633 members 
Entering Unmasked Estep 
Score: -2299941.000000 Penalty: 996.472290
	Iteration 33Q: 3 clusters Score -2299941 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -2300111.750000 Penalty: 996.472290
	Iteration 34Q: 3 clusters Score -2300112 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 55250 members 
Entering Unmasked Estep 
Score: -2300227.000000 Penalty: 996.472290
	Iteration 35Q: 3 clusters Score -2300227 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -2300332.000000 Penalty: 996.472290
	Iteration 36Q: 3 clusters Score -2300332 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -2300418.250000 Penalty: 996.472290
	Iteration 37Q: 3 clusters Score -2300418 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -2300485.000000 Penalty: 996.472290
	Iteration 38Q: 3 clusters Score -2300485 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 55950 members 
Entering Unmasked Estep 
Score: -2300542.750000 Penalty: 996.472290
	Iteration 39Q: 3 clusters Score -2300543 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -2300596.000000 Penalty: 996.472290
	Iteration 40F: 3 clusters Score -2300596 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -2300633.000000 Penalty: 996.472290
	Iteration 41Q: 3 clusters Score -2300633 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 56202 members 
Entering Unmasked Estep 
Score: -2300651.250000 Penalty: 996.472290
	Iteration 42Q: 3 clusters Score -2300651 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -2300657.750000 Penalty: 996.472290
	Iteration 43Q: 3 clusters Score -2300658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -2300666.000000 Penalty: 996.472290
	Iteration 44Q: 3 clusters Score -2300666 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 56330 members 
Entering Unmasked Estep 
Score: -2300681.250000 Penalty: 996.472290
	Iteration 45Q: 3 clusters Score -2300681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -2300686.000000 Penalty: 996.472290
	Iteration 46Q: 3 clusters Score -2300686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -2300687.250000 Penalty: 996.472290
	Iteration 47Q: 3 clusters Score -2300687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 56398 members 
Entering Unmasked Estep 
Score: -2300698.250000 Penalty: 996.472290
	Iteration 48Q: 3 clusters Score -2300698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 56408 members 
Entering Unmasked Estep 
Score: -2300700.000000 Penalty: 996.472290
	Iteration 49Q: 3 clusters Score -2300700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 56424 members 
Entering Unmasked Estep 
Score: -2300705.250000 Penalty: 996.472290
	Iteration 50Q: 3 clusters Score -2300705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 56434 members 
Entering Unmasked Estep 
Score: -2300705.500000 Penalty: 996.472290
	Iteration 51Q: 3 clusters Score -2300706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -2300712.000000 Penalty: 996.472290
	Iteration 52Q: 3 clusters Score -2300712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -2300715.000000 Penalty: 996.472290
	Iteration 53Q: 3 clusters Score -2300715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 56458 members 
Entering Unmasked Estep 
Score: -2300712.750000 Penalty: 996.472290
	Iteration 54Q: 3 clusters Score -2300713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -2300714.500000 Penalty: 996.472290
	Iteration 55Q: 3 clusters Score -2300714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -2300715.000000 Penalty: 996.472290
	Iteration 56Q: 3 clusters Score -2300715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -2300716.000000 Penalty: 996.472290
	Iteration 57Q: 3 clusters Score -2300716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -2300716.250000 Penalty: 996.472290
	Iteration 58Q: 3 clusters Score -2300716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -2300715.000000 Penalty: 996.472290
	Iteration 59Q: 3 clusters Score -2300715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 56484 members 
Entering Unmasked Estep 
Score: -2300714.500000 Penalty: 996.472290
	Iteration 60F: 3 clusters Score -2300714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -2300715.750000 Penalty: 996.472290
	Iteration 61Q: 3 clusters Score -2300716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -2300717.250000 Penalty: 996.472290
	Iteration 62Q: 3 clusters Score -2300717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -2300716.750000 Penalty: 996.472290
	Iteration 63Q: 3 clusters Score -2300717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -2300717.500000 Penalty: 996.472290
	Iteration 64Q: 3 clusters Score -2300718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -2300718.000000 Penalty: 996.472290
	Iteration 65Q: 3 clusters Score -2300718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -2300718.500000 Penalty: 996.472290
	Iteration 66Q: 3 clusters Score -2300718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -2300718.500000 Penalty: 996.472290
	Iteration 67F: 3 clusters Score -2300718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -24852.570312 Penalty: 295.465790
	Iteration 0F: 2 clusters Score -24852.57 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 313 members 
Entering Unmasked Estep 
Score: -24280.974609 Penalty: 590.931580
	Iteration 0F: 3 clusters Score -24280.97 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -24440.898438 Penalty: 590.931580
	Iteration 1F: 3 clusters Score -24440.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24472.478516 Penalty: 590.931580
	Iteration 2F: 3 clusters Score -24472.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24483.734375 Penalty: 590.931580
	Iteration 3Q: 3 clusters Score -24483.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24494.972656 Penalty: 590.931580
	Iteration 4Q: 3 clusters Score -24494.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24500.708984 Penalty: 590.931580
	Iteration 5Q: 3 clusters Score -24500.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24503.320312 Penalty: 590.931580
	Iteration 6Q: 3 clusters Score -24503.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24504.007812 Penalty: 590.931580
	Iteration 7Q: 3 clusters Score -24504.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24504.281250 Penalty: 590.931580
	Iteration 8Q: 3 clusters Score -24504.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24504.396484 Penalty: 590.931580
	Iteration 9Q: 3 clusters Score -24504.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24504.740234 Penalty: 590.931580
	Iteration 10Q: 3 clusters Score -24504.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24504.740234 Penalty: 590.931580
	Iteration 11F: 3 clusters Score -24504.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -17109.310547 Penalty: 279.755310
	Iteration 0F: 2 clusters Score -17109.31 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 212 members 
Entering Unmasked Estep 
Score: -16640.392578 Penalty: 559.510620
	Iteration 0F: 3 clusters Score -16640.39 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16734.644531 Penalty: 559.510620
	Iteration 1F: 3 clusters Score -16734.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16761.419922 Penalty: 559.510620
	Iteration 2F: 3 clusters Score -16761.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16784.769531 Penalty: 559.510620
	Iteration 3Q: 3 clusters Score -16784.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16801.171875 Penalty: 559.510620
	Iteration 4Q: 3 clusters Score -16801.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16814.599609 Penalty: 559.510620
	Iteration 5Q: 3 clusters Score -16814.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16827.035156 Penalty: 559.510620
	Iteration 6Q: 3 clusters Score -16827.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16832.207031 Penalty: 559.510620
	Iteration 7Q: 3 clusters Score -16832.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16833.728516 Penalty: 559.510620
	Iteration 8Q: 3 clusters Score -16833.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16836.015625 Penalty: 559.510620
	Iteration 9Q: 3 clusters Score -16836.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16837.425781 Penalty: 559.510620
	Iteration 10Q: 3 clusters Score -16837.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16839.478516 Penalty: 559.510620
	Iteration 11Q: 3 clusters Score -16839.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16840.255859 Penalty: 559.510620
	Iteration 12Q: 3 clusters Score -16840.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16840.255859 Penalty: 559.510620
	Iteration 13F: 3 clusters Score -16840.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Entering Unmasked Estep 
Score: -253271.171875 Penalty: 398.920563
	Iteration 0F: 2 clusters Score -253271.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -248950.609375 Penalty: 797.841125
	Iteration 0F: 3 clusters Score -248950.6 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -250732.250000 Penalty: 797.841125
	Iteration 1F: 3 clusters Score -250732.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -251047.859375 Penalty: 797.841125
	Iteration 2F: 3 clusters Score -251047.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -251434.078125 Penalty: 797.841125
	Iteration 3F: 3 clusters Score -251434.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -251855.593750 Penalty: 797.841125
	Iteration 4F: 3 clusters Score -251855.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -252141.437500 Penalty: 797.841125
	Iteration 5F: 3 clusters Score -252141.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -252276.171875 Penalty: 797.841125
	Iteration 6Q: 3 clusters Score -252276.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -252323.578125 Penalty: 797.841125
	Iteration 7Q: 3 clusters Score -252323.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -252350.234375 Penalty: 797.841125
	Iteration 8Q: 3 clusters Score -252350.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -252369.046875 Penalty: 797.841125
	Iteration 9Q: 3 clusters Score -252369 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -252391.062500 Penalty: 797.841125
	Iteration 10Q: 3 clusters Score -252391.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -252412.734375 Penalty: 797.841125
	Iteration 11Q: 3 clusters Score -252412.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -252434.578125 Penalty: 797.841125
	Iteration 12Q: 3 clusters Score -252434.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -252459.843750 Penalty: 797.841125
	Iteration 13Q: 3 clusters Score -252459.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -252485.562500 Penalty: 797.841125
	Iteration 14Q: 3 clusters Score -252485.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -252513.281250 Penalty: 797.841125
	Iteration 15Q: 3 clusters Score -252513.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -252537.781250 Penalty: 797.841125
	Iteration 16Q: 3 clusters Score -252537.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -252557.937500 Penalty: 797.841125
	Iteration 17Q: 3 clusters Score -252557.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -252573.640625 Penalty: 797.841125
	Iteration 18Q: 3 clusters Score -252573.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -252586.500000 Penalty: 797.841125
	Iteration 19Q: 3 clusters Score -252586.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -252596.750000 Penalty: 797.841125
	Iteration 20F: 3 clusters Score -252596.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -252608.500000 Penalty: 797.841125
	Iteration 21Q: 3 clusters Score -252608.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -252624.390625 Penalty: 797.841125
	Iteration 22Q: 3 clusters Score -252624.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -252639.937500 Penalty: 797.841125
	Iteration 23Q: 3 clusters Score -252639.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -252657.140625 Penalty: 797.841125
	Iteration 24Q: 3 clusters Score -252657.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -252679.875000 Penalty: 797.841125
	Iteration 25Q: 3 clusters Score -252679.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -252707.734375 Penalty: 797.841125
	Iteration 26Q: 3 clusters Score -252707.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -252736.640625 Penalty: 797.841125
	Iteration 27Q: 3 clusters Score -252736.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -252762.375000 Penalty: 797.841125
	Iteration 28Q: 3 clusters Score -252762.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -252796.046875 Penalty: 797.841125
	Iteration 29Q: 3 clusters Score -252796 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -252830.015625 Penalty: 797.841125
	Iteration 30Q: 3 clusters Score -252830 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -252852.968750 Penalty: 797.841125
	Iteration 31Q: 3 clusters Score -252853 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -252867.859375 Penalty: 797.841125
	Iteration 32Q: 3 clusters Score -252867.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -252879.562500 Penalty: 797.841125
	Iteration 33Q: 3 clusters Score -252879.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -252886.875000 Penalty: 797.841125
	Iteration 34Q: 3 clusters Score -252886.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -252893.890625 Penalty: 797.841125
	Iteration 35Q: 3 clusters Score -252893.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -252898.296875 Penalty: 797.841125
	Iteration 36Q: 3 clusters Score -252898.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -252903.109375 Penalty: 797.841125
	Iteration 37Q: 3 clusters Score -252903.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -252907.750000 Penalty: 797.841125
	Iteration 38Q: 3 clusters Score -252907.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -252913.000000 Penalty: 797.841125
	Iteration 39Q: 3 clusters Score -252913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -252916.609375 Penalty: 797.841125
	Iteration 40F: 3 clusters Score -252916.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -252919.828125 Penalty: 797.841125
	Iteration 41Q: 3 clusters Score -252919.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -252923.875000 Penalty: 797.841125
	Iteration 42Q: 3 clusters Score -252923.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -252928.281250 Penalty: 797.841125
	Iteration 43Q: 3 clusters Score -252928.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -252930.812500 Penalty: 797.841125
	Iteration 44Q: 3 clusters Score -252930.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -252934.250000 Penalty: 797.841125
	Iteration 45Q: 3 clusters Score -252934.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -252937.375000 Penalty: 797.841125
	Iteration 46Q: 3 clusters Score -252937.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -252938.890625 Penalty: 797.841125
	Iteration 47Q: 3 clusters Score -252938.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -252940.562500 Penalty: 797.841125
	Iteration 48Q: 3 clusters Score -252940.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -252942.437500 Penalty: 797.841125
	Iteration 49Q: 3 clusters Score -252942.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -252943.171875 Penalty: 797.841125
	Iteration 50Q: 3 clusters Score -252943.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -252945.343750 Penalty: 797.841125
	Iteration 51Q: 3 clusters Score -252945.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -252946.843750 Penalty: 797.841125
	Iteration 52Q: 3 clusters Score -252946.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -252948.609375 Penalty: 797.841125
	Iteration 53Q: 3 clusters Score -252948.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -252950.734375 Penalty: 797.841125
	Iteration 54Q: 3 clusters Score -252950.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -252952.109375 Penalty: 797.841125
	Iteration 55Q: 3 clusters Score -252952.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -252954.515625 Penalty: 797.841125
	Iteration 56Q: 3 clusters Score -252954.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -252955.828125 Penalty: 797.841125
	Iteration 57Q: 3 clusters Score -252955.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -252956.703125 Penalty: 797.841125
	Iteration 58Q: 3 clusters Score -252956.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -252958.234375 Penalty: 797.841125
	Iteration 59Q: 3 clusters Score -252958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -252958.140625 Penalty: 797.841125
	Iteration 60F: 3 clusters Score -252958.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -252959.781250 Penalty: 797.841125
	Iteration 61Q: 3 clusters Score -252959.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -252960.703125 Penalty: 797.841125
	Iteration 62Q: 3 clusters Score -252960.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -252960.796875 Penalty: 797.841125
	Iteration 63Q: 3 clusters Score -252960.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -252960.843750 Penalty: 797.841125
	Iteration 64Q: 3 clusters Score -252960.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -252961.406250 Penalty: 797.841125
	Iteration 65Q: 3 clusters Score -252961.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -252961.968750 Penalty: 797.841125
	Iteration 66Q: 3 clusters Score -252962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -252961.921875 Penalty: 797.841125
	Iteration 67Q: 3 clusters Score -252961.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -252963.187500 Penalty: 797.841125
	Iteration 68Q: 3 clusters Score -252963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -252963.265625 Penalty: 797.841125
	Iteration 69Q: 3 clusters Score -252963.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -252963.281250 Penalty: 797.841125
	Iteration 70Q: 3 clusters Score -252963.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -252963.234375 Penalty: 797.841125
	Iteration 71Q: 3 clusters Score -252963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -252963.937500 Penalty: 797.841125
	Iteration 72Q: 3 clusters Score -252963.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -252964.359375 Penalty: 797.841125
	Iteration 73Q: 3 clusters Score -252964.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -252964.656250 Penalty: 797.841125
	Iteration 74Q: 3 clusters Score -252964.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -252964.531250 Penalty: 797.841125
	Iteration 75Q: 3 clusters Score -252964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -252964.781250 Penalty: 797.841125
	Iteration 76Q: 3 clusters Score -252964.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -252964.781250 Penalty: 797.841125
	Iteration 77F: 3 clusters Score -252964.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Entering Unmasked Estep 
Score: -137336.640625 Penalty: 370.251526
	Iteration 0F: 2 clusters Score -137336.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -134992.625000 Penalty: 740.503052
	Iteration 0F: 3 clusters Score -134992.6 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -135986.703125 Penalty: 740.503052
	Iteration 1F: 3 clusters Score -135986.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -136232.984375 Penalty: 740.503052
	Iteration 2F: 3 clusters Score -136233 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -136500.109375 Penalty: 740.503052
	Iteration 3F: 3 clusters Score -136500.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -136718.875000 Penalty: 740.503052
	Iteration 4F: 3 clusters Score -136718.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -136870.421875 Penalty: 740.503052
	Iteration 5Q: 3 clusters Score -136870.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -136984.156250 Penalty: 740.503052
	Iteration 6Q: 3 clusters Score -136984.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -137078.265625 Penalty: 740.503052
	Iteration 7Q: 3 clusters Score -137078.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -137136.562500 Penalty: 740.503052
	Iteration 8Q: 3 clusters Score -137136.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -137157.343750 Penalty: 740.503052
	Iteration 9Q: 3 clusters Score -137157.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -137166.375000 Penalty: 740.503052
	Iteration 10Q: 3 clusters Score -137166.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -137170.593750 Penalty: 740.503052
	Iteration 11Q: 3 clusters Score -137170.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -137173.750000 Penalty: 740.503052
	Iteration 12Q: 3 clusters Score -137173.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -137175.593750 Penalty: 740.503052
	Iteration 13Q: 3 clusters Score -137175.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -137177.156250 Penalty: 740.503052
	Iteration 14Q: 3 clusters Score -137177.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -137177.875000 Penalty: 740.503052
	Iteration 15Q: 3 clusters Score -137177.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -137178.765625 Penalty: 740.503052
	Iteration 16Q: 3 clusters Score -137178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -137178.875000 Penalty: 740.503052
	Iteration 17Q: 3 clusters Score -137178.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -137178.875000 Penalty: 740.503052
	Iteration 18F: 3 clusters Score -137178.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Entering Unmasked Estep 
Score: -304364.562500 Penalty: 405.920227
	Iteration 0F: 2 clusters Score -304364.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -299348.062500 Penalty: 811.840454
	Iteration 0F: 3 clusters Score -299348.1 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -301408.781250 Penalty: 811.840454
	Iteration 1F: 3 clusters Score -301408.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -301668.093750 Penalty: 811.840454
	Iteration 2F: 3 clusters Score -301668.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -301908.687500 Penalty: 811.840454
	Iteration 3F: 3 clusters Score -301908.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -302090.750000 Penalty: 811.840454
	Iteration 4F: 3 clusters Score -302090.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -302229.656250 Penalty: 811.840454
	Iteration 5Q: 3 clusters Score -302229.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -302348.250000 Penalty: 811.840454
	Iteration 6Q: 3 clusters Score -302348.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -302459.156250 Penalty: 811.840454
	Iteration 7Q: 3 clusters Score -302459.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -302586.312500 Penalty: 811.840454
	Iteration 8Q: 3 clusters Score -302586.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -302773.687500 Penalty: 811.840454
	Iteration 9Q: 3 clusters Score -302773.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -303023.937500 Penalty: 811.840454
	Iteration 10Q: 3 clusters Score -303023.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -303285.031250 Penalty: 811.840454
	Iteration 11Q: 3 clusters Score -303285 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -303548.218750 Penalty: 811.840454
	Iteration 12Q: 3 clusters Score -303548.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -303732.750000 Penalty: 811.840454
	Iteration 13Q: 3 clusters Score -303732.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -303824.281250 Penalty: 811.840454
	Iteration 14Q: 3 clusters Score -303824.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -303877.625000 Penalty: 811.840454
	Iteration 15Q: 3 clusters Score -303877.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -303920.437500 Penalty: 811.840454
	Iteration 16Q: 3 clusters Score -303920.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -303949.656250 Penalty: 811.840454
	Iteration 17Q: 3 clusters Score -303949.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -303968.406250 Penalty: 811.840454
	Iteration 18Q: 3 clusters Score -303968.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -303983.968750 Penalty: 811.840454
	Iteration 19Q: 3 clusters Score -303984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -304000.593750 Penalty: 811.840454
	Iteration 20F: 3 clusters Score -304000.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -304009.250000 Penalty: 811.840454
	Iteration 21Q: 3 clusters Score -304009.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -304013.343750 Penalty: 811.840454
	Iteration 22Q: 3 clusters Score -304013.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -304015.437500 Penalty: 811.840454
	Iteration 23Q: 3 clusters Score -304015.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -304018.718750 Penalty: 811.840454
	Iteration 24Q: 3 clusters Score -304018.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -304020.656250 Penalty: 811.840454
	Iteration 25Q: 3 clusters Score -304020.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -304021.593750 Penalty: 811.840454
	Iteration 26Q: 3 clusters Score -304021.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -304024.125000 Penalty: 811.840454
	Iteration 27Q: 3 clusters Score -304024.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -304026.250000 Penalty: 811.840454
	Iteration 28Q: 3 clusters Score -304026.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -304027.125000 Penalty: 811.840454
	Iteration 29Q: 3 clusters Score -304027.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -304028.718750 Penalty: 811.840454
	Iteration 30Q: 3 clusters Score -304028.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -304029.375000 Penalty: 811.840454
	Iteration 31Q: 3 clusters Score -304029.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -304030.687500 Penalty: 811.840454
	Iteration 32Q: 3 clusters Score -304030.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -304030.031250 Penalty: 811.840454
	Iteration 33Q: 3 clusters Score -304030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -304030.437500 Penalty: 811.840454
	Iteration 34Q: 3 clusters Score -304030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -304029.843750 Penalty: 811.840454
	Iteration 35Q: 3 clusters Score -304029.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -304030.281250 Penalty: 811.840454
	Iteration 36Q: 3 clusters Score -304030.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -304031.093750 Penalty: 811.840454
	Iteration 37Q: 3 clusters Score -304031.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -304031.187500 Penalty: 811.840454
	Iteration 38Q: 3 clusters Score -304031.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -304031.625000 Penalty: 811.840454
	Iteration 39Q: 3 clusters Score -304031.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -304033.125000 Penalty: 811.840454
	Iteration 40F: 3 clusters Score -304033.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -304033.500000 Penalty: 811.840454
	Iteration 41Q: 3 clusters Score -304033.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -304033.875000 Penalty: 811.840454
	Iteration 42Q: 3 clusters Score -304033.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -304034.750000 Penalty: 811.840454
	Iteration 43Q: 3 clusters Score -304034.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -304036.093750 Penalty: 811.840454
	Iteration 44Q: 3 clusters Score -304036.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -304036.593750 Penalty: 811.840454
	Iteration 45Q: 3 clusters Score -304036.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -304036.781250 Penalty: 811.840454
	Iteration 46Q: 3 clusters Score -304036.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -304037.000000 Penalty: 811.840454
	Iteration 47Q: 3 clusters Score -304037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -304037.250000 Penalty: 811.840454
	Iteration 48Q: 3 clusters Score -304037.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -304037.531250 Penalty: 811.840454
	Iteration 49Q: 3 clusters Score -304037.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -304037.875000 Penalty: 811.840454
	Iteration 50Q: 3 clusters Score -304037.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -304038.625000 Penalty: 811.840454
	Iteration 51Q: 3 clusters Score -304038.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -304038.625000 Penalty: 811.840454
	Iteration 52Q: 3 clusters Score -304038.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -304039.531250 Penalty: 811.840454
	Iteration 53Q: 3 clusters Score -304039.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -304040.750000 Penalty: 811.840454
	Iteration 54Q: 3 clusters Score -304040.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -304040.156250 Penalty: 811.840454
	Iteration 55Q: 3 clusters Score -304040.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -304040.375000 Penalty: 811.840454
	Iteration 56Q: 3 clusters Score -304040.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -304040.406250 Penalty: 811.840454
	Iteration 57Q: 3 clusters Score -304040.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -304041.125000 Penalty: 811.840454
	Iteration 58Q: 3 clusters Score -304041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -304041.312500 Penalty: 811.840454
	Iteration 59Q: 3 clusters Score -304041.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -304042.250000 Penalty: 811.840454
	Iteration 60F: 3 clusters Score -304042.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -304042.250000 Penalty: 811.840454
	Iteration 61Q: 3 clusters Score -304042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -304042.218750 Penalty: 811.840454
	Iteration 62Q: 3 clusters Score -304042.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -304042.218750 Penalty: 811.840454
	Iteration 63F: 3 clusters Score -304042.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Entering Unmasked Estep 
Score: -241340.906250 Penalty: 396.378174
	Iteration 0F: 2 clusters Score -241340.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -237294.656250 Penalty: 792.756348
	Iteration 0F: 3 clusters Score -237294.7 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -238889.140625 Penalty: 792.756348
	Iteration 1F: 3 clusters Score -238889.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -239045.031250 Penalty: 792.756348
	Iteration 2F: 3 clusters Score -239045 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -239200.515625 Penalty: 792.756348
	Iteration 3F: 3 clusters Score -239200.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -239387.718750 Penalty: 792.756348
	Iteration 4Q: 3 clusters Score -239387.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -239590.718750 Penalty: 792.756348
	Iteration 5Q: 3 clusters Score -239590.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -239816.703125 Penalty: 792.756348
	Iteration 6F: 3 clusters Score -239816.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -240008.031250 Penalty: 792.756348
	Iteration 7Q: 3 clusters Score -240008 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -240180.562500 Penalty: 792.756348
	Iteration 8Q: 3 clusters Score -240180.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -240333.359375 Penalty: 792.756348
	Iteration 9Q: 3 clusters Score -240333.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -240474.328125 Penalty: 792.756348
	Iteration 10Q: 3 clusters Score -240474.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -240586.375000 Penalty: 792.756348
	Iteration 11Q: 3 clusters Score -240586.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -240675.000000 Penalty: 792.756348
	Iteration 12Q: 3 clusters Score -240675 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -240743.109375 Penalty: 792.756348
	Iteration 13Q: 3 clusters Score -240743.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -240808.500000 Penalty: 792.756348
	Iteration 14Q: 3 clusters Score -240808.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -240858.140625 Penalty: 792.756348
	Iteration 15Q: 3 clusters Score -240858.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -240902.796875 Penalty: 792.756348
	Iteration 16Q: 3 clusters Score -240902.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -240927.562500 Penalty: 792.756348
	Iteration 17Q: 3 clusters Score -240927.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -240944.281250 Penalty: 792.756348
	Iteration 18Q: 3 clusters Score -240944.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -240956.265625 Penalty: 792.756348
	Iteration 19Q: 3 clusters Score -240956.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -240966.937500 Penalty: 792.756348
	Iteration 20F: 3 clusters Score -240966.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -240972.703125 Penalty: 792.756348
	Iteration 21Q: 3 clusters Score -240972.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -240978.046875 Penalty: 792.756348
	Iteration 22Q: 3 clusters Score -240978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -240989.890625 Penalty: 792.756348
	Iteration 23Q: 3 clusters Score -240989.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -240995.359375 Penalty: 792.756348
	Iteration 24Q: 3 clusters Score -240995.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -240999.828125 Penalty: 792.756348
	Iteration 25Q: 3 clusters Score -240999.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -241003.546875 Penalty: 792.756348
	Iteration 26Q: 3 clusters Score -241003.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -241007.562500 Penalty: 792.756348
	Iteration 27Q: 3 clusters Score -241007.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -241011.968750 Penalty: 792.756348
	Iteration 28Q: 3 clusters Score -241012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -241016.453125 Penalty: 792.756348
	Iteration 29Q: 3 clusters Score -241016.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -241020.531250 Penalty: 792.756348
	Iteration 30Q: 3 clusters Score -241020.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -241021.734375 Penalty: 792.756348
	Iteration 31Q: 3 clusters Score -241021.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -241023.406250 Penalty: 792.756348
	Iteration 32Q: 3 clusters Score -241023.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -241024.359375 Penalty: 792.756348
	Iteration 33Q: 3 clusters Score -241024.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -241024.687500 Penalty: 792.756348
	Iteration 34Q: 3 clusters Score -241024.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -241025.906250 Penalty: 792.756348
	Iteration 35Q: 3 clusters Score -241025.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -241025.906250 Penalty: 792.756348
	Iteration 36F: 3 clusters Score -241025.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Entering Unmasked Estep 
Score: -65895.265625 Penalty: 343.025726
	Iteration 0F: 2 clusters Score -65895.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -64506.234375 Penalty: 686.051453
	Iteration 0F: 3 clusters Score -64506.23 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -65072.152344 Penalty: 686.051453
	Iteration 1F: 3 clusters Score -65072.15 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -65231.339844 Penalty: 686.051453
	Iteration 2F: 3 clusters Score -65231.34 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -65355.304688 Penalty: 686.051453
	Iteration 3F: 3 clusters Score -65355.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -65460.402344 Penalty: 686.051453
	Iteration 4F: 3 clusters Score -65460.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -65572.851562 Penalty: 686.051453
	Iteration 5F: 3 clusters Score -65572.85 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -65636.843750 Penalty: 686.051453
	Iteration 6Q: 3 clusters Score -65636.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -65658.906250 Penalty: 686.051453
	Iteration 7Q: 3 clusters Score -65658.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -65666.125000 Penalty: 686.051453
	Iteration 8Q: 3 clusters Score -65666.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -65669.117188 Penalty: 686.051453
	Iteration 9Q: 3 clusters Score -65669.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -65673.296875 Penalty: 686.051453
	Iteration 10Q: 3 clusters Score -65673.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -65677.750000 Penalty: 686.051453
	Iteration 11Q: 3 clusters Score -65677.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -65682.781250 Penalty: 686.051453
	Iteration 12Q: 3 clusters Score -65682.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -65684.937500 Penalty: 686.051453
	Iteration 13Q: 3 clusters Score -65684.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -65686.937500 Penalty: 686.051453
	Iteration 14Q: 3 clusters Score -65686.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -65689.023438 Penalty: 686.051453
	Iteration 15Q: 3 clusters Score -65689.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -65689.710938 Penalty: 686.051453
	Iteration 16Q: 3 clusters Score -65689.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -65690.000000 Penalty: 686.051453
	Iteration 17Q: 3 clusters Score -65690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -65690.226562 Penalty: 686.051453
	Iteration 18Q: 3 clusters Score -65690.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -65690.328125 Penalty: 686.051453
	Iteration 19Q: 3 clusters Score -65690.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -65690.328125 Penalty: 686.051453
	Iteration 20F: 3 clusters Score -65690.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Entering Unmasked Estep 
Score: -78579.445312 Penalty: 343.243011
	Iteration 0F: 2 clusters Score -78579.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -77212.007812 Penalty: 686.486023
	Iteration 0F: 3 clusters Score -77212.01 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -77657.812500 Penalty: 686.486023
	Iteration 1F: 3 clusters Score -77657.81 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -77743.875000 Penalty: 686.486023
	Iteration 2F: 3 clusters Score -77743.88 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -77810.945312 Penalty: 686.486023
	Iteration 3F: 3 clusters Score -77810.95 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -77882.476562 Penalty: 686.486023
	Iteration 4F: 3 clusters Score -77882.48 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -77974.406250 Penalty: 686.486023
	Iteration 5F: 3 clusters Score -77974.41 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -78087.742188 Penalty: 686.486023
	Iteration 6F: 3 clusters Score -78087.74 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -78197.070312 Penalty: 686.486023
	Iteration 7F: 3 clusters Score -78197.07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -78279.718750 Penalty: 686.486023
	Iteration 8Q: 3 clusters Score -78279.72 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -78334.023438 Penalty: 686.486023
	Iteration 9Q: 3 clusters Score -78334.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -78382.453125 Penalty: 686.486023
	Iteration 10Q: 3 clusters Score -78382.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -78406.382812 Penalty: 686.486023
	Iteration 11Q: 3 clusters Score -78406.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -78419.632812 Penalty: 686.486023
	Iteration 12Q: 3 clusters Score -78419.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -78424.476562 Penalty: 686.486023
	Iteration 13Q: 3 clusters Score -78424.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -78428.062500 Penalty: 686.486023
	Iteration 14Q: 3 clusters Score -78428.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -78431.359375 Penalty: 686.486023
	Iteration 15Q: 3 clusters Score -78431.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -78435.671875 Penalty: 686.486023
	Iteration 16Q: 3 clusters Score -78435.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -78440.875000 Penalty: 686.486023
	Iteration 17Q: 3 clusters Score -78440.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -78447.945312 Penalty: 686.486023
	Iteration 18Q: 3 clusters Score -78447.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -78453.921875 Penalty: 686.486023
	Iteration 19Q: 3 clusters Score -78453.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -78457.195312 Penalty: 686.486023
	Iteration 20F: 3 clusters Score -78457.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -78458.968750 Penalty: 686.486023
	Iteration 21Q: 3 clusters Score -78458.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -78461.679688 Penalty: 686.486023
	Iteration 22Q: 3 clusters Score -78461.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -78466.226562 Penalty: 686.486023
	Iteration 23Q: 3 clusters Score -78466.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -78471.187500 Penalty: 686.486023
	Iteration 24Q: 3 clusters Score -78471.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -78473.898438 Penalty: 686.486023
	Iteration 25Q: 3 clusters Score -78473.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -78474.648438 Penalty: 686.486023
	Iteration 26Q: 3 clusters Score -78474.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -78475.804688 Penalty: 686.486023
	Iteration 27Q: 3 clusters Score -78475.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -78477.773438 Penalty: 686.486023
	Iteration 28Q: 3 clusters Score -78477.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -78479.820312 Penalty: 686.486023
	Iteration 29Q: 3 clusters Score -78479.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -78481.531250 Penalty: 686.486023
	Iteration 30Q: 3 clusters Score -78481.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -78482.210938 Penalty: 686.486023
	Iteration 31Q: 3 clusters Score -78482.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -78482.773438 Penalty: 686.486023
	Iteration 32Q: 3 clusters Score -78482.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -78483.750000 Penalty: 686.486023
	Iteration 33Q: 3 clusters Score -78483.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -78484.218750 Penalty: 686.486023
	Iteration 34Q: 3 clusters Score -78484.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -78484.164062 Penalty: 686.486023
	Iteration 35Q: 3 clusters Score -78484.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -78484.164062 Penalty: 686.486023
	Iteration 36F: 3 clusters Score -78484.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -66974.554688 Penalty: 339.216064
	Iteration 0F: 2 clusters Score -66974.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -65689.921875 Penalty: 678.432129
	Iteration 0F: 3 clusters Score -65689.92 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -66073.140625 Penalty: 678.432129
	Iteration 1F: 3 clusters Score -66073.14 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -66138.273438 Penalty: 678.432129
	Iteration 2F: 3 clusters Score -66138.27 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -66217.210938 Penalty: 678.432129
	Iteration 3F: 3 clusters Score -66217.21 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -66288.054688 Penalty: 678.432129
	Iteration 4F: 3 clusters Score -66288.05 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -66348.578125 Penalty: 678.432129
	Iteration 5F: 3 clusters Score -66348.58 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -66384.054688 Penalty: 678.432129
	Iteration 6Q: 3 clusters Score -66384.05 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -66409.218750 Penalty: 678.432129
	Iteration 7Q: 3 clusters Score -66409.22 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -66426.015625 Penalty: 678.432129
	Iteration 8Q: 3 clusters Score -66426.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -66440.476562 Penalty: 678.432129
	Iteration 9Q: 3 clusters Score -66440.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -66452.406250 Penalty: 678.432129
	Iteration 10Q: 3 clusters Score -66452.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -66458.781250 Penalty: 678.432129
	Iteration 11Q: 3 clusters Score -66458.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -66465.023438 Penalty: 678.432129
	Iteration 12Q: 3 clusters Score -66465.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -66474.156250 Penalty: 678.432129
	Iteration 13Q: 3 clusters Score -66474.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -66482.632812 Penalty: 678.432129
	Iteration 14Q: 3 clusters Score -66482.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -66488.609375 Penalty: 678.432129
	Iteration 15Q: 3 clusters Score -66488.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -66494.929688 Penalty: 678.432129
	Iteration 16Q: 3 clusters Score -66494.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -66503.078125 Penalty: 678.432129
	Iteration 17Q: 3 clusters Score -66503.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -66512.125000 Penalty: 678.432129
	Iteration 18Q: 3 clusters Score -66512.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -66519.929688 Penalty: 678.432129
	Iteration 19Q: 3 clusters Score -66519.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -66530.257812 Penalty: 678.432129
	Iteration 20F: 3 clusters Score -66530.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -66539.117188 Penalty: 678.432129
	Iteration 21Q: 3 clusters Score -66539.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -66546.164062 Penalty: 678.432129
	Iteration 22Q: 3 clusters Score -66546.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -66551.531250 Penalty: 678.432129
	Iteration 23Q: 3 clusters Score -66551.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -66554.289062 Penalty: 678.432129
	Iteration 24Q: 3 clusters Score -66554.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -66555.867188 Penalty: 678.432129
	Iteration 25Q: 3 clusters Score -66555.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -66556.960938 Penalty: 678.432129
	Iteration 26Q: 3 clusters Score -66556.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -66558.773438 Penalty: 678.432129
	Iteration 27Q: 3 clusters Score -66558.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -66560.882812 Penalty: 678.432129
	Iteration 28Q: 3 clusters Score -66560.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -66563.101562 Penalty: 678.432129
	Iteration 29Q: 3 clusters Score -66563.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -66565.812500 Penalty: 678.432129
	Iteration 30Q: 3 clusters Score -66565.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -66569.820312 Penalty: 678.432129
	Iteration 31Q: 3 clusters Score -66569.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -66573.687500 Penalty: 678.432129
	Iteration 32Q: 3 clusters Score -66573.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -66582.906250 Penalty: 678.432129
	Iteration 33Q: 3 clusters Score -66582.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -66593.750000 Penalty: 678.432129
	Iteration 34Q: 3 clusters Score -66593.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -66605.281250 Penalty: 678.432129
	Iteration 35Q: 3 clusters Score -66605.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -66613.257812 Penalty: 678.432129
	Iteration 36Q: 3 clusters Score -66613.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -66630.093750 Penalty: 678.432129
	Iteration 37Q: 3 clusters Score -66630.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -66649.992188 Penalty: 678.432129
	Iteration 38Q: 3 clusters Score -66649.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -66669.546875 Penalty: 678.432129
	Iteration 39Q: 3 clusters Score -66669.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -66688.492188 Penalty: 678.432129
	Iteration 40F: 3 clusters Score -66688.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -66705.406250 Penalty: 678.432129
	Iteration 41Q: 3 clusters Score -66705.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -66730.437500 Penalty: 678.432129
	Iteration 42Q: 3 clusters Score -66730.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -66754.484375 Penalty: 678.432129
	Iteration 43Q: 3 clusters Score -66754.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -66777.789062 Penalty: 678.432129
	Iteration 44Q: 3 clusters Score -66777.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -66798.710938 Penalty: 678.432129
	Iteration 45Q: 3 clusters Score -66798.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -66813.085938 Penalty: 678.432129
	Iteration 46Q: 3 clusters Score -66813.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -66819.437500 Penalty: 678.432129
	Iteration 47Q: 3 clusters Score -66819.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -66826.554688 Penalty: 678.432129
	Iteration 48Q: 3 clusters Score -66826.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -66835.492188 Penalty: 678.432129
	Iteration 49Q: 3 clusters Score -66835.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -66842.726562 Penalty: 678.432129
	Iteration 50Q: 3 clusters Score -66842.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -66848.546875 Penalty: 678.432129
	Iteration 51Q: 3 clusters Score -66848.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -66851.039062 Penalty: 678.432129
	Iteration 52Q: 3 clusters Score -66851.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -66852.421875 Penalty: 678.432129
	Iteration 53Q: 3 clusters Score -66852.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -66855.281250 Penalty: 678.432129
	Iteration 54Q: 3 clusters Score -66855.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -66859.710938 Penalty: 678.432129
	Iteration 55Q: 3 clusters Score -66859.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -66866.734375 Penalty: 678.432129
	Iteration 56Q: 3 clusters Score -66866.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -66873.734375 Penalty: 678.432129
	Iteration 57Q: 3 clusters Score -66873.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -66878.101562 Penalty: 678.432129
	Iteration 58Q: 3 clusters Score -66878.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -66881.625000 Penalty: 678.432129
	Iteration 59Q: 3 clusters Score -66881.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -66883.781250 Penalty: 678.432129
	Iteration 60F: 3 clusters Score -66883.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -66884.718750 Penalty: 678.432129
	Iteration 61Q: 3 clusters Score -66884.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -66885.453125 Penalty: 678.432129
	Iteration 62Q: 3 clusters Score -66885.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -66886.226562 Penalty: 678.432129
	Iteration 63Q: 3 clusters Score -66886.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -66886.476562 Penalty: 678.432129
	Iteration 64Q: 3 clusters Score -66886.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -66886.632812 Penalty: 678.432129
	Iteration 65Q: 3 clusters Score -66886.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -66886.812500 Penalty: 678.432129
	Iteration 66Q: 3 clusters Score -66886.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -66887.054688 Penalty: 678.432129
	Iteration 67Q: 3 clusters Score -66887.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -66887.335938 Penalty: 678.432129
	Iteration 68Q: 3 clusters Score -66887.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -66887.335938 Penalty: 678.432129
	Iteration 69F: 3 clusters Score -66887.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -47714.121094 Penalty: 324.528656
	Iteration 0F: 2 clusters Score -47714.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -46726.289062 Penalty: 649.057312
	Iteration 0F: 3 clusters Score -46726.29 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -47052.355469 Penalty: 649.057312
	Iteration 1F: 3 clusters Score -47052.36 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -47135.476562 Penalty: 649.057312
	Iteration 2F: 3 clusters Score -47135.48 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -47235.867188 Penalty: 649.057312
	Iteration 3F: 3 clusters Score -47235.87 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -47311.929688 Penalty: 649.057312
	Iteration 4F: 3 clusters Score -47311.93 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -47374.535156 Penalty: 649.057312
	Iteration 5F: 3 clusters Score -47374.54 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -47431.839844 Penalty: 649.057312
	Iteration 6Q: 3 clusters Score -47431.84 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -47504.480469 Penalty: 649.057312
	Iteration 7F: 3 clusters Score -47504.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -47551.386719 Penalty: 649.057312
	Iteration 8Q: 3 clusters Score -47551.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -47569.667969 Penalty: 649.057312
	Iteration 9Q: 3 clusters Score -47569.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -47572.921875 Penalty: 649.057312
	Iteration 10Q: 3 clusters Score -47572.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -47574.355469 Penalty: 649.057312
	Iteration 11Q: 3 clusters Score -47574.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -47574.910156 Penalty: 649.057312
	Iteration 12Q: 3 clusters Score -47574.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -47575.906250 Penalty: 649.057312
	Iteration 13Q: 3 clusters Score -47575.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -47578.445312 Penalty: 649.057312
	Iteration 14Q: 3 clusters Score -47578.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -47580.187500 Penalty: 649.057312
	Iteration 15Q: 3 clusters Score -47580.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -47583.570312 Penalty: 649.057312
	Iteration 16Q: 3 clusters Score -47583.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -47585.957031 Penalty: 649.057312
	Iteration 17Q: 3 clusters Score -47585.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -47590.800781 Penalty: 649.057312
	Iteration 18Q: 3 clusters Score -47590.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -47593.191406 Penalty: 649.057312
	Iteration 19Q: 3 clusters Score -47593.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -47594.828125 Penalty: 649.057312
	Iteration 20F: 3 clusters Score -47594.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -47596.546875 Penalty: 649.057312
	Iteration 21Q: 3 clusters Score -47596.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -47597.136719 Penalty: 649.057312
	Iteration 22Q: 3 clusters Score -47597.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -47597.257812 Penalty: 649.057312
	Iteration 23Q: 3 clusters Score -47597.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -47597.257812 Penalty: 649.057312
	Iteration 24F: 3 clusters Score -47597.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Entering Unmasked Estep 
Score: -506788.375000 Penalty: 431.137390
	Iteration 0F: 2 clusters Score -506788.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -498085.156250 Penalty: 862.274780
	Iteration 0F: 3 clusters Score -498085.2 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -502033.906250 Penalty: 862.274780
	Iteration 1F: 3 clusters Score -502033.9 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -502727.656250 Penalty: 862.274780
	Iteration 2F: 3 clusters Score -502727.7 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -503479.625000 Penalty: 862.274780
	Iteration 3F: 3 clusters Score -503479.6 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -504152.250000 Penalty: 862.274780
	Iteration 4F: 3 clusters Score -504152.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -504700.906250 Penalty: 862.274780
	Iteration 5F: 3 clusters Score -504700.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -505182.031250 Penalty: 862.274780
	Iteration 6Q: 3 clusters Score -505182 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -505575.437500 Penalty: 862.274780
	Iteration 7Q: 3 clusters Score -505575.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -505846.718750 Penalty: 862.274780
	Iteration 8Q: 3 clusters Score -505846.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -506028.531250 Penalty: 862.274780
	Iteration 9Q: 3 clusters Score -506028.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -506152.312500 Penalty: 862.274780
	Iteration 10Q: 3 clusters Score -506152.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -506230.406250 Penalty: 862.274780
	Iteration 11Q: 3 clusters Score -506230.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -506288.062500 Penalty: 862.274780
	Iteration 12Q: 3 clusters Score -506288.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -506315.906250 Penalty: 862.274780
	Iteration 13Q: 3 clusters Score -506315.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -506345.437500 Penalty: 862.274780
	Iteration 14Q: 3 clusters Score -506345.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -506369.375000 Penalty: 862.274780
	Iteration 15Q: 3 clusters Score -506369.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -506394.062500 Penalty: 862.274780
	Iteration 16Q: 3 clusters Score -506394.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -506411.812500 Penalty: 862.274780
	Iteration 17Q: 3 clusters Score -506411.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -506422.906250 Penalty: 862.274780
	Iteration 18Q: 3 clusters Score -506422.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -506432.375000 Penalty: 862.274780
	Iteration 19Q: 3 clusters Score -506432.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -506442.437500 Penalty: 862.274780
	Iteration 20F: 3 clusters Score -506442.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -506450.562500 Penalty: 862.274780
	Iteration 21Q: 3 clusters Score -506450.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -506453.500000 Penalty: 862.274780
	Iteration 22Q: 3 clusters Score -506453.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -506460.968750 Penalty: 862.274780
	Iteration 23Q: 3 clusters Score -506461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -506468.093750 Penalty: 862.274780
	Iteration 24Q: 3 clusters Score -506468.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -506473.968750 Penalty: 862.274780
	Iteration 25Q: 3 clusters Score -506474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -506480.875000 Penalty: 862.274780
	Iteration 26Q: 3 clusters Score -506480.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -506487.500000 Penalty: 862.274780
	Iteration 27Q: 3 clusters Score -506487.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -506489.781250 Penalty: 862.274780
	Iteration 28Q: 3 clusters Score -506489.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -506493.843750 Penalty: 862.274780
	Iteration 29Q: 3 clusters Score -506493.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -506496.906250 Penalty: 862.274780
	Iteration 30Q: 3 clusters Score -506496.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -506499.718750 Penalty: 862.274780
	Iteration 31Q: 3 clusters Score -506499.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -506503.375000 Penalty: 862.274780
	Iteration 32Q: 3 clusters Score -506503.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -506507.656250 Penalty: 862.274780
	Iteration 33Q: 3 clusters Score -506507.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -506508.843750 Penalty: 862.274780
	Iteration 34Q: 3 clusters Score -506508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -506509.218750 Penalty: 862.274780
	Iteration 35Q: 3 clusters Score -506509.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -506511.531250 Penalty: 862.274780
	Iteration 36Q: 3 clusters Score -506511.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -506512.343750 Penalty: 862.274780
	Iteration 37Q: 3 clusters Score -506512.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -506516.187500 Penalty: 862.274780
	Iteration 38Q: 3 clusters Score -506516.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -506517.687500 Penalty: 862.274780
	Iteration 39Q: 3 clusters Score -506517.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -506519.718750 Penalty: 862.274780
	Iteration 40F: 3 clusters Score -506519.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -506519.781250 Penalty: 862.274780
	Iteration 41Q: 3 clusters Score -506519.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -506520.437500 Penalty: 862.274780
	Iteration 42Q: 3 clusters Score -506520.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -506521.562500 Penalty: 862.274780
	Iteration 43Q: 3 clusters Score -506521.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -506522.625000 Penalty: 862.274780
	Iteration 44Q: 3 clusters Score -506522.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -506523.968750 Penalty: 862.274780
	Iteration 45Q: 3 clusters Score -506524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -506525.437500 Penalty: 862.274780
	Iteration 46Q: 3 clusters Score -506525.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -506526.531250 Penalty: 862.274780
	Iteration 47Q: 3 clusters Score -506526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -506526.406250 Penalty: 862.274780
	Iteration 48Q: 3 clusters Score -506526.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -506526.593750 Penalty: 862.274780
	Iteration 49Q: 3 clusters Score -506526.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -506527.625000 Penalty: 862.274780
	Iteration 50Q: 3 clusters Score -506527.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -506529.281250 Penalty: 862.274780
	Iteration 51Q: 3 clusters Score -506529.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -506532.375000 Penalty: 862.274780
	Iteration 52Q: 3 clusters Score -506532.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -506534.937500 Penalty: 862.274780
	Iteration 53Q: 3 clusters Score -506534.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -506536.062500 Penalty: 862.274780
	Iteration 54Q: 3 clusters Score -506536.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -506538.218750 Penalty: 862.274780
	Iteration 55Q: 3 clusters Score -506538.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -506540.625000 Penalty: 862.274780
	Iteration 56Q: 3 clusters Score -506540.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -506539.968750 Penalty: 862.274780
	Iteration 57Q: 3 clusters Score -506540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -506540.656250 Penalty: 862.274780
	Iteration 58Q: 3 clusters Score -506540.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -506541.750000 Penalty: 862.274780
	Iteration 59Q: 3 clusters Score -506541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -506542.531250 Penalty: 862.274780
	Iteration 60F: 3 clusters Score -506542.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -506542.062500 Penalty: 862.274780
	Iteration 61Q: 3 clusters Score -506542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -506542.187500 Penalty: 862.274780
	Iteration 62Q: 3 clusters Score -506542.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -506542.187500 Penalty: 862.274780
	Iteration 63F: 3 clusters Score -506542.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -65328.765625 Penalty: 337.308197
	Iteration 0F: 2 clusters Score -65328.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -64122.839844 Penalty: 674.616394
	Iteration 0F: 3 clusters Score -64122.84 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -64500.449219 Penalty: 674.616394
	Iteration 1F: 3 clusters Score -64500.45 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -64579.144531 Penalty: 674.616394
	Iteration 2F: 3 clusters Score -64579.14 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -64661.425781 Penalty: 674.616394
	Iteration 3F: 3 clusters Score -64661.43 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -64730.273438 Penalty: 674.616394
	Iteration 4F: 3 clusters Score -64730.27 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -64794.523438 Penalty: 674.616394
	Iteration 5F: 3 clusters Score -64794.52 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -64845.394531 Penalty: 674.616394
	Iteration 6Q: 3 clusters Score -64845.39 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -64887.851562 Penalty: 674.616394
	Iteration 7Q: 3 clusters Score -64887.85 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -64922.000000 Penalty: 674.616394
	Iteration 8Q: 3 clusters Score -64922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -64951.445312 Penalty: 674.616394
	Iteration 9Q: 3 clusters Score -64951.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -64989.574219 Penalty: 674.616394
	Iteration 10Q: 3 clusters Score -64989.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -65028.542969 Penalty: 674.616394
	Iteration 11Q: 3 clusters Score -65028.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -65048.605469 Penalty: 674.616394
	Iteration 12Q: 3 clusters Score -65048.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -65059.011719 Penalty: 674.616394
	Iteration 13Q: 3 clusters Score -65059.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -65067.535156 Penalty: 674.616394
	Iteration 14Q: 3 clusters Score -65067.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -65070.101562 Penalty: 674.616394
	Iteration 15Q: 3 clusters Score -65070.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -65073.125000 Penalty: 674.616394
	Iteration 16Q: 3 clusters Score -65073.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -65077.808594 Penalty: 674.616394
	Iteration 17Q: 3 clusters Score -65077.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -65079.777344 Penalty: 674.616394
	Iteration 18Q: 3 clusters Score -65079.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -65080.996094 Penalty: 674.616394
	Iteration 19Q: 3 clusters Score -65081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -65081.917969 Penalty: 674.616394
	Iteration 20F: 3 clusters Score -65081.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -65084.636719 Penalty: 674.616394
	Iteration 21Q: 3 clusters Score -65084.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -65086.035156 Penalty: 674.616394
	Iteration 22Q: 3 clusters Score -65086.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -65089.011719 Penalty: 674.616394
	Iteration 23Q: 3 clusters Score -65089.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -65092.605469 Penalty: 674.616394
	Iteration 24Q: 3 clusters Score -65092.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -65094.656250 Penalty: 674.616394
	Iteration 25Q: 3 clusters Score -65094.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -65096.468750 Penalty: 674.616394
	Iteration 26Q: 3 clusters Score -65096.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -65099.203125 Penalty: 674.616394
	Iteration 27Q: 3 clusters Score -65099.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -65100.750000 Penalty: 674.616394
	Iteration 28Q: 3 clusters Score -65100.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -65101.558594 Penalty: 674.616394
	Iteration 29Q: 3 clusters Score -65101.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -65101.949219 Penalty: 674.616394
	Iteration 30Q: 3 clusters Score -65101.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -65102.242188 Penalty: 674.616394
	Iteration 31Q: 3 clusters Score -65102.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -65102.242188 Penalty: 674.616394
	Iteration 32F: 3 clusters Score -65102.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -125622.507812 Penalty: 368.141174
	Iteration 0F: 2 clusters Score -125622.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -123379.343750 Penalty: 736.282349
	Iteration 0F: 3 clusters Score -123379.3 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -124241.546875 Penalty: 736.282349
	Iteration 1F: 3 clusters Score -124241.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -124379.968750 Penalty: 736.282349
	Iteration 2F: 3 clusters Score -124380 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -124503.101562 Penalty: 736.282349
	Iteration 3F: 3 clusters Score -124503.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -124611.671875 Penalty: 736.282349
	Iteration 4F: 3 clusters Score -124611.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -124693.234375 Penalty: 736.282349
	Iteration 5F: 3 clusters Score -124693.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -124756.171875 Penalty: 736.282349
	Iteration 6Q: 3 clusters Score -124756.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -124819.468750 Penalty: 736.282349
	Iteration 7Q: 3 clusters Score -124819.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -124891.476562 Penalty: 736.282349
	Iteration 8Q: 3 clusters Score -124891.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -124965.687500 Penalty: 736.282349
	Iteration 9Q: 3 clusters Score -124965.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -125044.031250 Penalty: 736.282349
	Iteration 10Q: 3 clusters Score -125044 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -125095.007812 Penalty: 736.282349
	Iteration 11Q: 3 clusters Score -125095 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -125116.343750 Penalty: 736.282349
	Iteration 12Q: 3 clusters Score -125116.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -125135.359375 Penalty: 736.282349
	Iteration 13Q: 3 clusters Score -125135.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -125157.210938 Penalty: 736.282349
	Iteration 14Q: 3 clusters Score -125157.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -125179.750000 Penalty: 736.282349
	Iteration 15Q: 3 clusters Score -125179.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -125195.500000 Penalty: 736.282349
	Iteration 16Q: 3 clusters Score -125195.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -125213.273438 Penalty: 736.282349
	Iteration 17Q: 3 clusters Score -125213.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -125224.625000 Penalty: 736.282349
	Iteration 18Q: 3 clusters Score -125224.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -125234.187500 Penalty: 736.282349
	Iteration 19Q: 3 clusters Score -125234.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -125247.250000 Penalty: 736.282349
	Iteration 20F: 3 clusters Score -125247.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -125261.125000 Penalty: 736.282349
	Iteration 21Q: 3 clusters Score -125261.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -125271.921875 Penalty: 736.282349
	Iteration 22Q: 3 clusters Score -125271.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -125280.757812 Penalty: 736.282349
	Iteration 23Q: 3 clusters Score -125280.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -125284.835938 Penalty: 736.282349
	Iteration 24Q: 3 clusters Score -125284.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -125291.890625 Penalty: 736.282349
	Iteration 25Q: 3 clusters Score -125291.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -125301.625000 Penalty: 736.282349
	Iteration 26Q: 3 clusters Score -125301.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -125310.718750 Penalty: 736.282349
	Iteration 27Q: 3 clusters Score -125310.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -125323.585938 Penalty: 736.282349
	Iteration 28Q: 3 clusters Score -125323.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -125328.914062 Penalty: 736.282349
	Iteration 29Q: 3 clusters Score -125328.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -125332.062500 Penalty: 736.282349
	Iteration 30Q: 3 clusters Score -125332.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -125333.164062 Penalty: 736.282349
	Iteration 31Q: 3 clusters Score -125333.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -125333.164062 Penalty: 736.282349
	Iteration 32F: 3 clusters Score -125333.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Entering Unmasked Estep 
Score: -272515.531250 Penalty: 402.887238
	Iteration 0F: 2 clusters Score -272515.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -267775.750000 Penalty: 805.774475
	Iteration 0F: 3 clusters Score -267775.8 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -270035.593750 Penalty: 805.774475
	Iteration 1F: 3 clusters Score -270035.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -270462.593750 Penalty: 805.774475
	Iteration 2F: 3 clusters Score -270462.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -270884.375000 Penalty: 805.774475
	Iteration 3F: 3 clusters Score -270884.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -271213.093750 Penalty: 805.774475
	Iteration 4F: 3 clusters Score -271213.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -271454.875000 Penalty: 805.774475
	Iteration 5Q: 3 clusters Score -271454.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -271654.750000 Penalty: 805.774475
	Iteration 6Q: 3 clusters Score -271654.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -271805.125000 Penalty: 805.774475
	Iteration 7Q: 3 clusters Score -271805.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -271926.718750 Penalty: 805.774475
	Iteration 8Q: 3 clusters Score -271926.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -272011.937500 Penalty: 805.774475
	Iteration 9Q: 3 clusters Score -272011.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -272069.406250 Penalty: 805.774475
	Iteration 10Q: 3 clusters Score -272069.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -272099.000000 Penalty: 805.774475
	Iteration 11Q: 3 clusters Score -272099 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -272121.156250 Penalty: 805.774475
	Iteration 12Q: 3 clusters Score -272121.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -272140.687500 Penalty: 805.774475
	Iteration 13Q: 3 clusters Score -272140.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -272158.781250 Penalty: 805.774475
	Iteration 14Q: 3 clusters Score -272158.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -272184.375000 Penalty: 805.774475
	Iteration 15Q: 3 clusters Score -272184.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -272200.906250 Penalty: 805.774475
	Iteration 16Q: 3 clusters Score -272200.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -272215.375000 Penalty: 805.774475
	Iteration 17Q: 3 clusters Score -272215.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -272231.906250 Penalty: 805.774475
	Iteration 18Q: 3 clusters Score -272231.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -272246.406250 Penalty: 805.774475
	Iteration 19Q: 3 clusters Score -272246.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -272256.187500 Penalty: 805.774475
	Iteration 20F: 3 clusters Score -272256.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -272268.687500 Penalty: 805.774475
	Iteration 21Q: 3 clusters Score -272268.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -272278.843750 Penalty: 805.774475
	Iteration 22Q: 3 clusters Score -272278.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -272287.562500 Penalty: 805.774475
	Iteration 23Q: 3 clusters Score -272287.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -272293.218750 Penalty: 805.774475
	Iteration 24Q: 3 clusters Score -272293.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -272297.500000 Penalty: 805.774475
	Iteration 25Q: 3 clusters Score -272297.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -272301.718750 Penalty: 805.774475
	Iteration 26Q: 3 clusters Score -272301.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -272305.187500 Penalty: 805.774475
	Iteration 27Q: 3 clusters Score -272305.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -272307.656250 Penalty: 805.774475
	Iteration 28Q: 3 clusters Score -272307.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -272308.312500 Penalty: 805.774475
	Iteration 29Q: 3 clusters Score -272308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -272308.687500 Penalty: 805.774475
	Iteration 30Q: 3 clusters Score -272308.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -272309.000000 Penalty: 805.774475
	Iteration 31Q: 3 clusters Score -272309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -272309.468750 Penalty: 805.774475
	Iteration 32Q: 3 clusters Score -272309.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -272309.593750 Penalty: 805.774475
	Iteration 33Q: 3 clusters Score -272309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -272309.750000 Penalty: 805.774475
	Iteration 34Q: 3 clusters Score -272309.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -272309.750000 Penalty: 805.774475
	Iteration 35F: 3 clusters Score -272309.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -43279.742188 Penalty: 324.163757
	Iteration 0F: 2 clusters Score -43279.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -42353.031250 Penalty: 648.327515
	Iteration 0F: 3 clusters Score -42353.03 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -42696.542969 Penalty: 648.327515
	Iteration 1F: 3 clusters Score -42696.54 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -42768.703125 Penalty: 648.327515
	Iteration 2F: 3 clusters Score -42768.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -42837.378906 Penalty: 648.327515
	Iteration 3F: 3 clusters Score -42837.38 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -42900.859375 Penalty: 648.327515
	Iteration 4F: 3 clusters Score -42900.86 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -42955.792969 Penalty: 648.327515
	Iteration 5Q: 3 clusters Score -42955.79 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -43018.269531 Penalty: 648.327515
	Iteration 6Q: 3 clusters Score -43018.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43094.367188 Penalty: 648.327515
	Iteration 7Q: 3 clusters Score -43094.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43115.976562 Penalty: 648.327515
	Iteration 8Q: 3 clusters Score -43115.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -43123.109375 Penalty: 648.327515
	Iteration 9Q: 3 clusters Score -43123.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -43125.441406 Penalty: 648.327515
	Iteration 10Q: 3 clusters Score -43125.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -43128.015625 Penalty: 648.327515
	Iteration 11Q: 3 clusters Score -43128.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43129.601562 Penalty: 648.327515
	Iteration 12Q: 3 clusters Score -43129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -43130.808594 Penalty: 648.327515
	Iteration 13Q: 3 clusters Score -43130.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -43131.511719 Penalty: 648.327515
	Iteration 14Q: 3 clusters Score -43131.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -43131.832031 Penalty: 648.327515
	Iteration 15Q: 3 clusters Score -43131.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -43132.234375 Penalty: 648.327515
	Iteration 16Q: 3 clusters Score -43132.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43132.527344 Penalty: 648.327515
	Iteration 17Q: 3 clusters Score -43132.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43132.527344 Penalty: 648.327515
	Iteration 18F: 3 clusters Score -43132.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -6912.717285 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -6912.717 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 107 members 
Entering Unmasked Estep 
Score: -6621.299805 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -6621.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6688.085449 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -6688.085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6700.864258 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -6700.864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6703.473633 Penalty: 489.570648
	Iteration 3Q: 3 clusters Score -6703.474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6703.473633 Penalty: 489.570648
	Iteration 4F: 3 clusters Score -6703.474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Entering Unmasked Estep 
Score: -1004472.437500 Penalty: 462.948700
	Iteration 0F: 2 clusters Score -1004472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -986988.937500 Penalty: 925.897400
	Iteration 0F: 3 clusters Score -986988.9 nChanged 12535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -995017.875000 Penalty: 925.897400
	Iteration 1F: 3 clusters Score -995017.9 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -995785.562500 Penalty: 925.897400
	Iteration 2F: 3 clusters Score -995785.6 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -996657.187500 Penalty: 925.897400
	Iteration 3F: 3 clusters Score -996657.2 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -997565.437500 Penalty: 925.897400
	Iteration 4F: 3 clusters Score -997565.4 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -998526.312500 Penalty: 925.897400
	Iteration 5F: 3 clusters Score -998526.3 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -999502.187500 Penalty: 925.897400
	Iteration 6F: 3 clusters Score -999502.2 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -1000205.062500 Penalty: 925.897400
	Iteration 7Q: 3 clusters Score -1000205 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -1000614.687500 Penalty: 925.897400
	Iteration 8Q: 3 clusters Score -1000615 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -1000855.750000 Penalty: 925.897400
	Iteration 9Q: 3 clusters Score -1000856 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -1001037.312500 Penalty: 925.897400
	Iteration 10Q: 3 clusters Score -1001037 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -1001199.750000 Penalty: 925.897400
	Iteration 11Q: 3 clusters Score -1001200 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -1001369.250000 Penalty: 925.897400
	Iteration 12Q: 3 clusters Score -1001369 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -1001558.437500 Penalty: 925.897400
	Iteration 13Q: 3 clusters Score -1001558 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -1001735.062500 Penalty: 925.897400
	Iteration 14Q: 3 clusters Score -1001735 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -1001915.062500 Penalty: 925.897400
	Iteration 15Q: 3 clusters Score -1001915 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -1002092.375000 Penalty: 925.897400
	Iteration 16Q: 3 clusters Score -1002092 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -1002277.625000 Penalty: 925.897400
	Iteration 17Q: 3 clusters Score -1002278 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -1002457.500000 Penalty: 925.897400
	Iteration 18Q: 3 clusters Score -1002458 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -1002643.562500 Penalty: 925.897400
	Iteration 19Q: 3 clusters Score -1002644 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -1002809.375000 Penalty: 925.897400
	Iteration 20F: 3 clusters Score -1002809 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -1002977.187500 Penalty: 925.897400
	Iteration 21Q: 3 clusters Score -1002977 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -1003121.562500 Penalty: 925.897400
	Iteration 22Q: 3 clusters Score -1003122 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -1003244.187500 Penalty: 925.897400
	Iteration 23Q: 3 clusters Score -1003244 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -1003340.125000 Penalty: 925.897400
	Iteration 24Q: 3 clusters Score -1003340 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -1003428.125000 Penalty: 925.897400
	Iteration 25Q: 3 clusters Score -1003428 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -1003523.687500 Penalty: 925.897400
	Iteration 26Q: 3 clusters Score -1003524 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -1003636.000000 Penalty: 925.897400
	Iteration 27Q: 3 clusters Score -1003636 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -1003734.812500 Penalty: 925.897400
	Iteration 28Q: 3 clusters Score -1003735 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -1003819.187500 Penalty: 925.897400
	Iteration 29Q: 3 clusters Score -1003819 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -1003902.125000 Penalty: 925.897400
	Iteration 30Q: 3 clusters Score -1003902 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -1003967.250000 Penalty: 925.897400
	Iteration 31Q: 3 clusters Score -1003967 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -1004011.062500 Penalty: 925.897400
	Iteration 32Q: 3 clusters Score -1004011 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -1004044.000000 Penalty: 925.897400
	Iteration 33Q: 3 clusters Score -1004044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -1004065.687500 Penalty: 925.897400
	Iteration 34Q: 3 clusters Score -1004066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -1004076.125000 Penalty: 925.897400
	Iteration 35Q: 3 clusters Score -1004076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -1004083.312500 Penalty: 925.897400
	Iteration 36Q: 3 clusters Score -1004083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -1004092.937500 Penalty: 925.897400
	Iteration 37Q: 3 clusters Score -1004093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -1004100.625000 Penalty: 925.897400
	Iteration 38Q: 3 clusters Score -1004101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -1004109.500000 Penalty: 925.897400
	Iteration 39Q: 3 clusters Score -1004110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -1004118.250000 Penalty: 925.897400
	Iteration 40F: 3 clusters Score -1004118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -1004124.312500 Penalty: 925.897400
	Iteration 41Q: 3 clusters Score -1004124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -1004129.812500 Penalty: 925.897400
	Iteration 42Q: 3 clusters Score -1004130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -1004131.437500 Penalty: 925.897400
	Iteration 43Q: 3 clusters Score -1004131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -1004133.000000 Penalty: 925.897400
	Iteration 44Q: 3 clusters Score -1004133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -1004133.812500 Penalty: 925.897400
	Iteration 45Q: 3 clusters Score -1004134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -1004133.812500 Penalty: 925.897400
	Iteration 46F: 3 clusters Score -1004134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -16993.732422 Penalty: 283.217407
	Iteration 0F: 2 clusters Score -16993.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -16499.117188 Penalty: 566.434814
	Iteration 0F: 3 clusters Score -16499.12 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16630.595703 Penalty: 566.434814
	Iteration 1F: 3 clusters Score -16630.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -16676.472656 Penalty: 566.434814
	Iteration 2F: 3 clusters Score -16676.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -16702.966797 Penalty: 566.434814
	Iteration 3F: 3 clusters Score -16702.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -16728.650391 Penalty: 566.434814
	Iteration 4Q: 3 clusters Score -16728.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -16736.162109 Penalty: 566.434814
	Iteration 5Q: 3 clusters Score -16736.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -16740.058594 Penalty: 566.434814
	Iteration 6Q: 3 clusters Score -16740.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -16745.183594 Penalty: 566.434814
	Iteration 7Q: 3 clusters Score -16745.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -16748.138672 Penalty: 566.434814
	Iteration 8Q: 3 clusters Score -16748.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -16750.035156 Penalty: 566.434814
	Iteration 9Q: 3 clusters Score -16750.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16751.296875 Penalty: 566.434814
	Iteration 10Q: 3 clusters Score -16751.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16751.863281 Penalty: 566.434814
	Iteration 11Q: 3 clusters Score -16751.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -16752.162109 Penalty: 566.434814
	Iteration 12Q: 3 clusters Score -16752.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -16752.162109 Penalty: 566.434814
	Iteration 13F: 3 clusters Score -16752.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -24700.996094 Penalty: 294.067841
	Iteration 0F: 2 clusters Score -24701 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 327 members 
Entering Unmasked Estep 
Score: -24121.085938 Penalty: 588.135681
	Iteration 0F: 3 clusters Score -24121.09 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -24261.519531 Penalty: 588.135681
	Iteration 1F: 3 clusters Score -24261.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -24303.701172 Penalty: 588.135681
	Iteration 2F: 3 clusters Score -24303.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -24345.064453 Penalty: 588.135681
	Iteration 3F: 3 clusters Score -24345.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -24371.894531 Penalty: 588.135681
	Iteration 4F: 3 clusters Score -24371.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -24411.681641 Penalty: 588.135681
	Iteration 5F: 3 clusters Score -24411.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -24451.078125 Penalty: 588.135681
	Iteration 6F: 3 clusters Score -24451.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -24476.707031 Penalty: 588.135681
	Iteration 7Q: 3 clusters Score -24476.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -24488.394531 Penalty: 588.135681
	Iteration 8Q: 3 clusters Score -24488.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -24494.550781 Penalty: 588.135681
	Iteration 9Q: 3 clusters Score -24494.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -24501.998047 Penalty: 588.135681
	Iteration 10Q: 3 clusters Score -24502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -24510.431641 Penalty: 588.135681
	Iteration 11Q: 3 clusters Score -24510.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -24515.929688 Penalty: 588.135681
	Iteration 12Q: 3 clusters Score -24515.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -24520.277344 Penalty: 588.135681
	Iteration 13Q: 3 clusters Score -24520.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -24522.640625 Penalty: 588.135681
	Iteration 14Q: 3 clusters Score -24522.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -24523.994141 Penalty: 588.135681
	Iteration 15Q: 3 clusters Score -24523.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -24523.994141 Penalty: 588.135681
	Iteration 16F: 3 clusters Score -24523.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Entering Unmasked Estep 
Score: -64060.222656 Penalty: 335.631134
	Iteration 0F: 2 clusters Score -64060.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -62877.437500 Penalty: 671.262268
	Iteration 0F: 3 clusters Score -62877.44 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -63283.000000 Penalty: 671.262268
	Iteration 1F: 3 clusters Score -63283 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -63368.886719 Penalty: 671.262268
	Iteration 2F: 3 clusters Score -63368.89 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -63460.101562 Penalty: 671.262268
	Iteration 3F: 3 clusters Score -63460.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -63527.394531 Penalty: 671.262268
	Iteration 4F: 3 clusters Score -63527.39 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63585.535156 Penalty: 671.262268
	Iteration 5Q: 3 clusters Score -63585.54 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63627.316406 Penalty: 671.262268
	Iteration 6Q: 3 clusters Score -63627.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63654.023438 Penalty: 671.262268
	Iteration 7Q: 3 clusters Score -63654.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -63674.441406 Penalty: 671.262268
	Iteration 8Q: 3 clusters Score -63674.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -63689.519531 Penalty: 671.262268
	Iteration 9Q: 3 clusters Score -63689.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -63698.773438 Penalty: 671.262268
	Iteration 10Q: 3 clusters Score -63698.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -63706.265625 Penalty: 671.262268
	Iteration 11Q: 3 clusters Score -63706.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -63711.871094 Penalty: 671.262268
	Iteration 12Q: 3 clusters Score -63711.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -63714.082031 Penalty: 671.262268
	Iteration 13Q: 3 clusters Score -63714.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -63715.390625 Penalty: 671.262268
	Iteration 14Q: 3 clusters Score -63715.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -63719.746094 Penalty: 671.262268
	Iteration 15Q: 3 clusters Score -63719.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -63722.996094 Penalty: 671.262268
	Iteration 16Q: 3 clusters Score -63723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -63724.156250 Penalty: 671.262268
	Iteration 17Q: 3 clusters Score -63724.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -63724.156250 Penalty: 671.262268
	Iteration 18F: 3 clusters Score -63724.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Entering Unmasked Estep 
Score: -69149.140625 Penalty: 346.473633
	Iteration 0F: 2 clusters Score -69149.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -67668.867188 Penalty: 692.947266
	Iteration 0F: 3 clusters Score -67668.87 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -68342.484375 Penalty: 692.947266
	Iteration 1F: 3 clusters Score -68342.48 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -68561.476562 Penalty: 692.947266
	Iteration 2F: 3 clusters Score -68561.48 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -68799.531250 Penalty: 692.947266
	Iteration 3F: 3 clusters Score -68799.53 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -68973.093750 Penalty: 692.947266
	Iteration 4F: 3 clusters Score -68973.09 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -69101.750000 Penalty: 692.947266
	Iteration 5F: 3 clusters Score -69101.75 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -69162.617188 Penalty: 692.947266
	Iteration 6Q: 3 clusters Score -69162.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -69200.773438 Penalty: 692.947266
	Iteration 7Q: 3 clusters Score -69200.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -69218.984375 Penalty: 692.947266
	Iteration 8Q: 3 clusters Score -69218.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -69232.023438 Penalty: 692.947266
	Iteration 9Q: 3 clusters Score -69232.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -69245.265625 Penalty: 692.947266
	Iteration 10Q: 3 clusters Score -69245.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -69252.664062 Penalty: 692.947266
	Iteration 11Q: 3 clusters Score -69252.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -69256.445312 Penalty: 692.947266
	Iteration 12Q: 3 clusters Score -69256.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -69257.804688 Penalty: 692.947266
	Iteration 13Q: 3 clusters Score -69257.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -69259.351562 Penalty: 692.947266
	Iteration 14Q: 3 clusters Score -69259.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -69261.000000 Penalty: 692.947266
	Iteration 15Q: 3 clusters Score -69261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -69262.093750 Penalty: 692.947266
	Iteration 16Q: 3 clusters Score -69262.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -69264.078125 Penalty: 692.947266
	Iteration 17Q: 3 clusters Score -69264.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -69265.976562 Penalty: 692.947266
	Iteration 18Q: 3 clusters Score -69265.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -69266.734375 Penalty: 692.947266
	Iteration 19Q: 3 clusters Score -69266.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -69267.398438 Penalty: 692.947266
	Iteration 20F: 3 clusters Score -69267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -69267.757812 Penalty: 692.947266
	Iteration 21Q: 3 clusters Score -69267.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -69267.953125 Penalty: 692.947266
	Iteration 22Q: 3 clusters Score -69267.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -69267.953125 Penalty: 692.947266
	Iteration 23F: 3 clusters Score -69267.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3164 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 26706 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 283993 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 56968 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 6073 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 13037 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 7007 members 
Mstep: Class 29 contains 1242 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 1280 members 
Mstep: Class 36 contains 217847 members 
Mstep: Class 37 contains 1276 members 
Mstep: Class 38 contains 1426 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 14715 members 
Mstep: Class 41 contains 4142 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 1265 members 
Mstep: Class 44 contains 748 members 
Entering Unmasked Estep 
Score: -28356398.000000 Penalty: 27028.597656
Splitting cluster 35 changes total score from -28356544.000000 to -28356398.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (217847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217847 members 
Entering Unmasked Estep 
Score: -8973078.000000 Penalty: 559.265442
	Iteration 0F: 2 clusters Score -8973078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109117 members 
Mstep: Class 2 contains 108730 members 
Entering Unmasked Estep 
Score: -8825064.000000 Penalty: 1118.530884
	Iteration 0F: 3 clusters Score -8825064 nChanged 107523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116400 members 
Mstep: Class 2 contains 101447 members 
Entering Unmasked Estep 
Score: -8889075.000000 Penalty: 1118.530884
	Iteration 1F: 3 clusters Score -8889075 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122036 members 
Mstep: Class 2 contains 95811 members 
Entering Unmasked Estep 
Score: -8891692.000000 Penalty: 1118.530884
	Iteration 2Q: 3 clusters Score -8891692 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130910 members 
Mstep: Class 2 contains 86937 members 
Entering Unmasked Estep 
Score: -8896664.000000 Penalty: 1118.530884
	Iteration 3Q: 3 clusters Score -8896664 nChanged 14230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143860 members 
Mstep: Class 2 contains 73987 members 
Entering Unmasked Estep 
Score: -8905701.000000 Penalty: 1118.530884
	Iteration 4F: 3 clusters Score -8905701 nChanged 17537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160381 members 
Mstep: Class 2 contains 57466 members 
Entering Unmasked Estep 
Score: -8919540.000000 Penalty: 1118.530884
	Iteration 5F: 3 clusters Score -8919540 nChanged 18650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178327 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -8936335.000000 Penalty: 1118.530884
	Iteration 6F: 3 clusters Score -8936335 nChanged 15584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193577 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -8951181.000000 Penalty: 1118.530884
	Iteration 7F: 3 clusters Score -8951181 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203558 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -8961151.000000 Penalty: 1118.530884
	Iteration 8Q: 3 clusters Score -8961151 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209109 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -8966828.000000 Penalty: 1118.530884
	Iteration 9Q: 3 clusters Score -8966828 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211861 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -8969644.000000 Penalty: 1118.530884
	Iteration 10Q: 3 clusters Score -8969644 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213294 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -8970916.000000 Penalty: 1118.530884
	Iteration 11Q: 3 clusters Score -8970916 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214205 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -8971526.000000 Penalty: 1118.530884
	Iteration 12Q: 3 clusters Score -8971526 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214823 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -8971907.000000 Penalty: 1118.530884
	Iteration 13Q: 3 clusters Score -8971907 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215263 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -8972136.000000 Penalty: 1118.530884
	Iteration 14Q: 3 clusters Score -8972136 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215595 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -8972286.000000 Penalty: 1118.530884
	Iteration 15Q: 3 clusters Score -8972286 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215875 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -8972424.000000 Penalty: 1118.530884
	Iteration 16Q: 3 clusters Score -8972424 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216072 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -8972466.000000 Penalty: 1118.530884
	Iteration 17Q: 3 clusters Score -8972466 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216243 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8972520.000000 Penalty: 1118.530884
	Iteration 18Q: 3 clusters Score -8972520 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216371 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8972550.000000 Penalty: 1118.530884
	Iteration 19Q: 3 clusters Score -8972550 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216474 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8972580.000000 Penalty: 1118.530884
	Iteration 20F: 3 clusters Score -8972580 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216542 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8972592.000000 Penalty: 1118.530884
	Iteration 21Q: 3 clusters Score -8972592 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216616 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8972604.000000 Penalty: 1118.530884
	Iteration 22Q: 3 clusters Score -8972604 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216678 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8972632.000000 Penalty: 1118.530884
	Iteration 23Q: 3 clusters Score -8972632 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216728 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8972643.000000 Penalty: 1118.530884
	Iteration 24Q: 3 clusters Score -8972643 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216778 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8972646.000000 Penalty: 1118.530884
	Iteration 25Q: 3 clusters Score -8972646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216817 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8972651.000000 Penalty: 1118.530884
	Iteration 26Q: 3 clusters Score -8972651 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216858 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8972659.000000 Penalty: 1118.530884
	Iteration 27Q: 3 clusters Score -8972659 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216896 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8972682.000000 Penalty: 1118.530884
	Iteration 28Q: 3 clusters Score -8972682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216925 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8972675.000000 Penalty: 1118.530884
	Iteration 29Q: 3 clusters Score -8972675 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216952 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8972685.000000 Penalty: 1118.530884
	Iteration 30Q: 3 clusters Score -8972685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216969 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8972691.000000 Penalty: 1118.530884
	Iteration 31Q: 3 clusters Score -8972691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216989 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8972688.000000 Penalty: 1118.530884
	Iteration 32Q: 3 clusters Score -8972688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217011 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8972700.000000 Penalty: 1118.530884
	Iteration 33Q: 3 clusters Score -8972700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217035 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8972693.000000 Penalty: 1118.530884
	Iteration 34Q: 3 clusters Score -8972693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217057 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8972696.000000 Penalty: 1118.530884
	Iteration 35Q: 3 clusters Score -8972696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217070 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8972694.000000 Penalty: 1118.530884
	Iteration 36Q: 3 clusters Score -8972694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217087 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8972702.000000 Penalty: 1118.530884
	Iteration 37Q: 3 clusters Score -8972702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217104 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8972706.000000 Penalty: 1118.530884
	Iteration 38Q: 3 clusters Score -8972706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217115 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8972711.000000 Penalty: 1118.530884
	Iteration 39Q: 3 clusters Score -8972711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217125 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8972699.000000 Penalty: 1118.530884
	Iteration 40F: 3 clusters Score -8972699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217129 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8972710.000000 Penalty: 1118.530884
	Iteration 41Q: 3 clusters Score -8972710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217129 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8972714.000000 Penalty: 1118.530884
	Iteration 42Q: 3 clusters Score -8972714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217130 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8972715.000000 Penalty: 1118.530884
	Iteration 43Q: 3 clusters Score -8972715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217135 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8972714.000000 Penalty: 1118.530884
	Iteration 44Q: 3 clusters Score -8972714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217141 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8972717.000000 Penalty: 1118.530884
	Iteration 45Q: 3 clusters Score -8972717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217145 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8972710.000000 Penalty: 1118.530884
	Iteration 46Q: 3 clusters Score -8972710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217149 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8972712.000000 Penalty: 1118.530884
	Iteration 47Q: 3 clusters Score -8972712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217153 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8972713.000000 Penalty: 1118.530884
	Iteration 48Q: 3 clusters Score -8972713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217160 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8972715.000000 Penalty: 1118.530884
	Iteration 49Q: 3 clusters Score -8972715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217166 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8972717.000000 Penalty: 1118.530884
	Iteration 50Q: 3 clusters Score -8972717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217169 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8972712.000000 Penalty: 1118.530884
	Iteration 51Q: 3 clusters Score -8972712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217169 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8972712.000000 Penalty: 1118.530884
	Iteration 52F: 3 clusters Score -8972712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -46435.699219 Penalty: 325.392578
	Iteration 0F: 2 clusters Score -46435.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -45483.367188 Penalty: 650.785156
	Iteration 0F: 3 clusters Score -45483.37 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -45828.824219 Penalty: 650.785156
	Iteration 1F: 3 clusters Score -45828.82 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -45904.625000 Penalty: 650.785156
	Iteration 2F: 3 clusters Score -45904.62 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -45944.507812 Penalty: 650.785156
	Iteration 3F: 3 clusters Score -45944.51 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -45971.859375 Penalty: 650.785156
	Iteration 4Q: 3 clusters Score -45971.86 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -46006.234375 Penalty: 650.785156
	Iteration 5Q: 3 clusters Score -46006.23 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -46030.531250 Penalty: 650.785156
	Iteration 6Q: 3 clusters Score -46030.53 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -46053.308594 Penalty: 650.785156
	Iteration 7Q: 3 clusters Score -46053.31 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -46076.457031 Penalty: 650.785156
	Iteration 8Q: 3 clusters Score -46076.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -46094.667969 Penalty: 650.785156
	Iteration 9Q: 3 clusters Score -46094.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -46118.378906 Penalty: 650.785156
	Iteration 10Q: 3 clusters Score -46118.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -46142.019531 Penalty: 650.785156
	Iteration 11Q: 3 clusters Score -46142.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -46161.972656 Penalty: 650.785156
	Iteration 12Q: 3 clusters Score -46161.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -46174.175781 Penalty: 650.785156
	Iteration 13Q: 3 clusters Score -46174.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -46180.175781 Penalty: 650.785156
	Iteration 14Q: 3 clusters Score -46180.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -46181.750000 Penalty: 650.785156
	Iteration 15Q: 3 clusters Score -46181.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -46182.695312 Penalty: 650.785156
	Iteration 16Q: 3 clusters Score -46182.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -46185.890625 Penalty: 650.785156
	Iteration 17Q: 3 clusters Score -46185.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -46191.242188 Penalty: 650.785156
	Iteration 18Q: 3 clusters Score -46191.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -46196.554688 Penalty: 650.785156
	Iteration 19Q: 3 clusters Score -46196.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -46198.101562 Penalty: 650.785156
	Iteration 20F: 3 clusters Score -46198.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -46198.707031 Penalty: 650.785156
	Iteration 21Q: 3 clusters Score -46198.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -46198.968750 Penalty: 650.785156
	Iteration 22Q: 3 clusters Score -46198.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -46198.968750 Penalty: 650.785156
	Iteration 23F: 3 clusters Score -46198.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Entering Unmasked Estep 
Score: -57175.824219 Penalty: 330.449585
	Iteration 0F: 2 clusters Score -57175.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -56096.273438 Penalty: 660.899170
	Iteration 0F: 3 clusters Score -56096.27 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -56438.535156 Penalty: 660.899170
	Iteration 1F: 3 clusters Score -56438.54 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -56527.871094 Penalty: 660.899170
	Iteration 2F: 3 clusters Score -56527.87 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -56590.941406 Penalty: 660.899170
	Iteration 3F: 3 clusters Score -56590.94 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -56636.167969 Penalty: 660.899170
	Iteration 4Q: 3 clusters Score -56636.17 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -56688.808594 Penalty: 660.899170
	Iteration 5Q: 3 clusters Score -56688.81 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56742.527344 Penalty: 660.899170
	Iteration 6Q: 3 clusters Score -56742.53 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -56790.550781 Penalty: 660.899170
	Iteration 7Q: 3 clusters Score -56790.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -56830.792969 Penalty: 660.899170
	Iteration 8Q: 3 clusters Score -56830.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -56854.394531 Penalty: 660.899170
	Iteration 9Q: 3 clusters Score -56854.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -56867.730469 Penalty: 660.899170
	Iteration 10Q: 3 clusters Score -56867.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -56874.695312 Penalty: 660.899170
	Iteration 11Q: 3 clusters Score -56874.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -56876.195312 Penalty: 660.899170
	Iteration 12Q: 3 clusters Score -56876.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -56877.683594 Penalty: 660.899170
	Iteration 13Q: 3 clusters Score -56877.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -56878.363281 Penalty: 660.899170
	Iteration 14Q: 3 clusters Score -56878.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -56878.363281 Penalty: 660.899170
	Iteration 15F: 3 clusters Score -56878.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -27301.369141 Penalty: 298.783600
	Iteration 0F: 2 clusters Score -27301.37 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 333 members 
Entering Unmasked Estep 
Score: -26685.628906 Penalty: 597.567200
	Iteration 0F: 3 clusters Score -26685.63 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -26866.974609 Penalty: 597.567200
	Iteration 1F: 3 clusters Score -26866.97 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -26902.021484 Penalty: 597.567200
	Iteration 2F: 3 clusters Score -26902.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -26919.253906 Penalty: 597.567200
	Iteration 3Q: 3 clusters Score -26919.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -26923.708984 Penalty: 597.567200
	Iteration 4Q: 3 clusters Score -26923.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -26927.996094 Penalty: 597.567200
	Iteration 5Q: 3 clusters Score -26928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -26933.017578 Penalty: 597.567200
	Iteration 6Q: 3 clusters Score -26933.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -26936.082031 Penalty: 597.567200
	Iteration 7Q: 3 clusters Score -26936.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -26936.375000 Penalty: 597.567200
	Iteration 8Q: 3 clusters Score -26936.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -26936.492188 Penalty: 597.567200
	Iteration 9Q: 3 clusters Score -26936.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -26936.492188 Penalty: 597.567200
	Iteration 10F: 3 clusters Score -26936.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Entering Unmasked Estep 
Score: -597938.250000 Penalty: 436.646332
	Iteration 0F: 2 clusters Score -597938.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -588182.562500 Penalty: 873.292664
	Iteration 0F: 3 clusters Score -588182.6 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -592758.437500 Penalty: 873.292664
	Iteration 1F: 3 clusters Score -592758.4 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -593270.125000 Penalty: 873.292664
	Iteration 2F: 3 clusters Score -593270.1 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -593832.937500 Penalty: 873.292664
	Iteration 3F: 3 clusters Score -593832.9 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -594359.687500 Penalty: 873.292664
	Iteration 4F: 3 clusters Score -594359.7 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -594809.750000 Penalty: 873.292664
	Iteration 5F: 3 clusters Score -594809.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -595137.125000 Penalty: 873.292664
	Iteration 6Q: 3 clusters Score -595137.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -595347.000000 Penalty: 873.292664
	Iteration 7Q: 3 clusters Score -595347 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -595463.187500 Penalty: 873.292664
	Iteration 8Q: 3 clusters Score -595463.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -595516.062500 Penalty: 873.292664
	Iteration 9Q: 3 clusters Score -595516.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -595558.687500 Penalty: 873.292664
	Iteration 10Q: 3 clusters Score -595558.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -595601.000000 Penalty: 873.292664
	Iteration 11Q: 3 clusters Score -595601 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -595636.750000 Penalty: 873.292664
	Iteration 12Q: 3 clusters Score -595636.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -595669.312500 Penalty: 873.292664
	Iteration 13Q: 3 clusters Score -595669.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -595705.375000 Penalty: 873.292664
	Iteration 14Q: 3 clusters Score -595705.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -595737.625000 Penalty: 873.292664
	Iteration 15Q: 3 clusters Score -595737.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -595761.875000 Penalty: 873.292664
	Iteration 16Q: 3 clusters Score -595761.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -595788.000000 Penalty: 873.292664
	Iteration 17Q: 3 clusters Score -595788 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -595815.875000 Penalty: 873.292664
	Iteration 18Q: 3 clusters Score -595815.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -595840.000000 Penalty: 873.292664
	Iteration 19Q: 3 clusters Score -595840 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -595869.000000 Penalty: 873.292664
	Iteration 20F: 3 clusters Score -595869 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -595899.312500 Penalty: 873.292664
	Iteration 21Q: 3 clusters Score -595899.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -595924.562500 Penalty: 873.292664
	Iteration 22Q: 3 clusters Score -595924.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -595956.000000 Penalty: 873.292664
	Iteration 23Q: 3 clusters Score -595956 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -595981.312500 Penalty: 873.292664
	Iteration 24Q: 3 clusters Score -595981.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -596008.562500 Penalty: 873.292664
	Iteration 25Q: 3 clusters Score -596008.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -596031.875000 Penalty: 873.292664
	Iteration 26Q: 3 clusters Score -596031.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -596071.000000 Penalty: 873.292664
	Iteration 27Q: 3 clusters Score -596071 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -596111.875000 Penalty: 873.292664
	Iteration 28Q: 3 clusters Score -596111.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -596149.062500 Penalty: 873.292664
	Iteration 29Q: 3 clusters Score -596149.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -596183.312500 Penalty: 873.292664
	Iteration 30Q: 3 clusters Score -596183.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -596222.187500 Penalty: 873.292664
	Iteration 31Q: 3 clusters Score -596222.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -596261.062500 Penalty: 873.292664
	Iteration 32Q: 3 clusters Score -596261.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -596302.187500 Penalty: 873.292664
	Iteration 33Q: 3 clusters Score -596302.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -596352.375000 Penalty: 873.292664
	Iteration 34Q: 3 clusters Score -596352.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -596412.625000 Penalty: 873.292664
	Iteration 35Q: 3 clusters Score -596412.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -596481.750000 Penalty: 873.292664
	Iteration 36Q: 3 clusters Score -596481.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -596548.875000 Penalty: 873.292664
	Iteration 37Q: 3 clusters Score -596548.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -596607.812500 Penalty: 873.292664
	Iteration 38Q: 3 clusters Score -596607.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -596674.437500 Penalty: 873.292664
	Iteration 39Q: 3 clusters Score -596674.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -596746.812500 Penalty: 873.292664
	Iteration 40F: 3 clusters Score -596746.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -596819.187500 Penalty: 873.292664
	Iteration 41Q: 3 clusters Score -596819.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -596885.625000 Penalty: 873.292664
	Iteration 42Q: 3 clusters Score -596885.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -596941.875000 Penalty: 873.292664
	Iteration 43Q: 3 clusters Score -596941.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -596983.875000 Penalty: 873.292664
	Iteration 44Q: 3 clusters Score -596983.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -597029.312500 Penalty: 873.292664
	Iteration 45Q: 3 clusters Score -597029.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -597078.250000 Penalty: 873.292664
	Iteration 46Q: 3 clusters Score -597078.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -597115.312500 Penalty: 873.292664
	Iteration 47Q: 3 clusters Score -597115.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -597144.000000 Penalty: 873.292664
	Iteration 48Q: 3 clusters Score -597144 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -597174.687500 Penalty: 873.292664
	Iteration 49Q: 3 clusters Score -597174.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -597197.562500 Penalty: 873.292664
	Iteration 50Q: 3 clusters Score -597197.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -597213.187500 Penalty: 873.292664
	Iteration 51Q: 3 clusters Score -597213.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -597230.000000 Penalty: 873.292664
	Iteration 52Q: 3 clusters Score -597230 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -597252.875000 Penalty: 873.292664
	Iteration 53Q: 3 clusters Score -597252.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -597272.562500 Penalty: 873.292664
	Iteration 54Q: 3 clusters Score -597272.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -597293.625000 Penalty: 873.292664
	Iteration 55Q: 3 clusters Score -597293.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -597311.562500 Penalty: 873.292664
	Iteration 56Q: 3 clusters Score -597311.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -597321.625000 Penalty: 873.292664
	Iteration 57Q: 3 clusters Score -597321.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -597331.875000 Penalty: 873.292664
	Iteration 58Q: 3 clusters Score -597331.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -597340.500000 Penalty: 873.292664
	Iteration 59Q: 3 clusters Score -597340.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -597351.625000 Penalty: 873.292664
	Iteration 60F: 3 clusters Score -597351.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -597360.937500 Penalty: 873.292664
	Iteration 61Q: 3 clusters Score -597360.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -597369.625000 Penalty: 873.292664
	Iteration 62Q: 3 clusters Score -597369.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -597378.875000 Penalty: 873.292664
	Iteration 63Q: 3 clusters Score -597378.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -597386.500000 Penalty: 873.292664
	Iteration 64Q: 3 clusters Score -597386.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -597393.125000 Penalty: 873.292664
	Iteration 65Q: 3 clusters Score -597393.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -597397.875000 Penalty: 873.292664
	Iteration 66Q: 3 clusters Score -597397.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -597402.062500 Penalty: 873.292664
	Iteration 67Q: 3 clusters Score -597402.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -597404.062500 Penalty: 873.292664
	Iteration 68Q: 3 clusters Score -597404.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -597409.312500 Penalty: 873.292664
	Iteration 69Q: 3 clusters Score -597409.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -597412.187500 Penalty: 873.292664
	Iteration 70Q: 3 clusters Score -597412.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -597417.437500 Penalty: 873.292664
	Iteration 71Q: 3 clusters Score -597417.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -597427.375000 Penalty: 873.292664
	Iteration 72Q: 3 clusters Score -597427.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -597432.625000 Penalty: 873.292664
	Iteration 73Q: 3 clusters Score -597432.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -597438.812500 Penalty: 873.292664
	Iteration 74Q: 3 clusters Score -597438.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -597448.562500 Penalty: 873.292664
	Iteration 75Q: 3 clusters Score -597448.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -597459.437500 Penalty: 873.292664
	Iteration 76Q: 3 clusters Score -597459.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -597474.750000 Penalty: 873.292664
	Iteration 77Q: 3 clusters Score -597474.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -597485.437500 Penalty: 873.292664
	Iteration 78Q: 3 clusters Score -597485.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -597503.812500 Penalty: 873.292664
	Iteration 79Q: 3 clusters Score -597503.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -597514.500000 Penalty: 873.292664
	Iteration 80F: 3 clusters Score -597514.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -597523.875000 Penalty: 873.292664
	Iteration 81Q: 3 clusters Score -597523.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -597534.187500 Penalty: 873.292664
	Iteration 82Q: 3 clusters Score -597534.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -597541.812500 Penalty: 873.292664
	Iteration 83Q: 3 clusters Score -597541.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -597545.875000 Penalty: 873.292664
	Iteration 84Q: 3 clusters Score -597545.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -597548.062500 Penalty: 873.292664
	Iteration 85Q: 3 clusters Score -597548.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -597549.687500 Penalty: 873.292664
	Iteration 86Q: 3 clusters Score -597549.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -597550.125000 Penalty: 873.292664
	Iteration 87Q: 3 clusters Score -597550.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -597551.625000 Penalty: 873.292664
	Iteration 88Q: 3 clusters Score -597551.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -597552.937500 Penalty: 873.292664
	Iteration 89Q: 3 clusters Score -597552.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -597554.312500 Penalty: 873.292664
	Iteration 90Q: 3 clusters Score -597554.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -597554.375000 Penalty: 873.292664
	Iteration 91Q: 3 clusters Score -597554.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -597554.625000 Penalty: 873.292664
	Iteration 92Q: 3 clusters Score -597554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -597554.625000 Penalty: 873.292664
	Iteration 93Q: 3 clusters Score -597554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -597555.312500 Penalty: 873.292664
	Iteration 94Q: 3 clusters Score -597555.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -597556.312500 Penalty: 873.292664
	Iteration 95Q: 3 clusters Score -597556.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -597558.062500 Penalty: 873.292664
	Iteration 96Q: 3 clusters Score -597558.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -597557.687500 Penalty: 873.292664
	Iteration 97Q: 3 clusters Score -597557.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -597559.250000 Penalty: 873.292664
	Iteration 98Q: 3 clusters Score -597559.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -597559.812500 Penalty: 873.292664
	Iteration 99Q: 3 clusters Score -597559.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -597560.687500 Penalty: 873.292664
	Iteration 100F: 3 clusters Score -597560.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Entering Unmasked Estep 
Score: -164995.109375 Penalty: 378.966492
	Iteration 0F: 2 clusters Score -164995.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -162163.812500 Penalty: 757.932983
	Iteration 0F: 3 clusters Score -162163.8 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -163311.093750 Penalty: 757.932983
	Iteration 1F: 3 clusters Score -163311.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -163650.890625 Penalty: 757.932983
	Iteration 2F: 3 clusters Score -163650.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -163951.984375 Penalty: 757.932983
	Iteration 3F: 3 clusters Score -163952 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -164169.046875 Penalty: 757.932983
	Iteration 4F: 3 clusters Score -164169 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -164338.859375 Penalty: 757.932983
	Iteration 5F: 3 clusters Score -164338.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -164459.359375 Penalty: 757.932983
	Iteration 6Q: 3 clusters Score -164459.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -164551.562500 Penalty: 757.932983
	Iteration 7Q: 3 clusters Score -164551.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -164613.062500 Penalty: 757.932983
	Iteration 8Q: 3 clusters Score -164613.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -164660.281250 Penalty: 757.932983
	Iteration 9Q: 3 clusters Score -164660.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -164703.765625 Penalty: 757.932983
	Iteration 10Q: 3 clusters Score -164703.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -164738.578125 Penalty: 757.932983
	Iteration 11Q: 3 clusters Score -164738.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -164761.359375 Penalty: 757.932983
	Iteration 12Q: 3 clusters Score -164761.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -164779.046875 Penalty: 757.932983
	Iteration 13Q: 3 clusters Score -164779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -164790.828125 Penalty: 757.932983
	Iteration 14Q: 3 clusters Score -164790.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -164801.875000 Penalty: 757.932983
	Iteration 15Q: 3 clusters Score -164801.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -164808.687500 Penalty: 757.932983
	Iteration 16Q: 3 clusters Score -164808.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -164813.640625 Penalty: 757.932983
	Iteration 17Q: 3 clusters Score -164813.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -164817.828125 Penalty: 757.932983
	Iteration 18Q: 3 clusters Score -164817.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -164820.765625 Penalty: 757.932983
	Iteration 19Q: 3 clusters Score -164820.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -164825.171875 Penalty: 757.932983
	Iteration 20F: 3 clusters Score -164825.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -164833.265625 Penalty: 757.932983
	Iteration 21Q: 3 clusters Score -164833.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -164838.156250 Penalty: 757.932983
	Iteration 22Q: 3 clusters Score -164838.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -164841.109375 Penalty: 757.932983
	Iteration 23Q: 3 clusters Score -164841.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -164842.015625 Penalty: 757.932983
	Iteration 24Q: 3 clusters Score -164842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -164842.109375 Penalty: 757.932983
	Iteration 25Q: 3 clusters Score -164842.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -164842.265625 Penalty: 757.932983
	Iteration 26Q: 3 clusters Score -164842.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -164842.265625 Penalty: 757.932983
	Iteration 27F: 3 clusters Score -164842.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -5911.895996 Penalty: 246.229889
	Iteration 0F: 2 clusters Score -5911.896 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 124 members 
Entering Unmasked Estep 
Score: -5644.273438 Penalty: 492.459778
	Iteration 0F: 3 clusters Score -5644.273 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -5780.967773 Penalty: 492.459778
	Iteration 1F: 3 clusters Score -5780.968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -5826.644043 Penalty: 492.459778
	Iteration 2F: 3 clusters Score -5826.644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5849.353027 Penalty: 492.459778
	Iteration 3F: 3 clusters Score -5849.353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -5864.365723 Penalty: 492.459778
	Iteration 4Q: 3 clusters Score -5864.366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -5876.172852 Penalty: 492.459778
	Iteration 5Q: 3 clusters Score -5876.173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5884.594238 Penalty: 492.459778
	Iteration 6Q: 3 clusters Score -5884.594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5885.927734 Penalty: 492.459778
	Iteration 7Q: 3 clusters Score -5885.928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5885.927734 Penalty: 492.459778
	Iteration 8F: 3 clusters Score -5885.928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Entering Unmasked Estep 
Score: -46683.648438 Penalty: 324.998657
	Iteration 0F: 2 clusters Score -46683.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -45743.105469 Penalty: 649.997314
	Iteration 0F: 3 clusters Score -45743.11 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -46048.093750 Penalty: 649.997314
	Iteration 1F: 3 clusters Score -46048.09 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -46095.539062 Penalty: 649.997314
	Iteration 2F: 3 clusters Score -46095.54 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -46129.074219 Penalty: 649.997314
	Iteration 3Q: 3 clusters Score -46129.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -46158.894531 Penalty: 649.997314
	Iteration 4Q: 3 clusters Score -46158.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -46184.281250 Penalty: 649.997314
	Iteration 5Q: 3 clusters Score -46184.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -46208.972656 Penalty: 649.997314
	Iteration 6Q: 3 clusters Score -46208.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -46224.835938 Penalty: 649.997314
	Iteration 7Q: 3 clusters Score -46224.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -46240.539062 Penalty: 649.997314
	Iteration 8Q: 3 clusters Score -46240.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -46254.023438 Penalty: 649.997314
	Iteration 9Q: 3 clusters Score -46254.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -46266.324219 Penalty: 649.997314
	Iteration 10Q: 3 clusters Score -46266.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -46277.390625 Penalty: 649.997314
	Iteration 11Q: 3 clusters Score -46277.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -46289.593750 Penalty: 649.997314
	Iteration 12Q: 3 clusters Score -46289.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -46299.605469 Penalty: 649.997314
	Iteration 13Q: 3 clusters Score -46299.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -46311.957031 Penalty: 649.997314
	Iteration 14Q: 3 clusters Score -46311.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -46319.671875 Penalty: 649.997314
	Iteration 15Q: 3 clusters Score -46319.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -46327.378906 Penalty: 649.997314
	Iteration 16Q: 3 clusters Score -46327.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -46334.945312 Penalty: 649.997314
	Iteration 17Q: 3 clusters Score -46334.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -46345.523438 Penalty: 649.997314
	Iteration 18Q: 3 clusters Score -46345.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -46360.128906 Penalty: 649.997314
	Iteration 19Q: 3 clusters Score -46360.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -46385.441406 Penalty: 649.997314
	Iteration 20F: 3 clusters Score -46385.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -46411.816406 Penalty: 649.997314
	Iteration 21Q: 3 clusters Score -46411.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -46435.062500 Penalty: 649.997314
	Iteration 22Q: 3 clusters Score -46435.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -46448.664062 Penalty: 649.997314
	Iteration 23Q: 3 clusters Score -46448.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -46453.089844 Penalty: 649.997314
	Iteration 24Q: 3 clusters Score -46453.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -46457.582031 Penalty: 649.997314
	Iteration 25Q: 3 clusters Score -46457.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -46458.660156 Penalty: 649.997314
	Iteration 26Q: 3 clusters Score -46458.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -46459.207031 Penalty: 649.997314
	Iteration 27Q: 3 clusters Score -46459.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -46459.546875 Penalty: 649.997314
	Iteration 28Q: 3 clusters Score -46459.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -46459.546875 Penalty: 649.997314
	Iteration 29F: 3 clusters Score -46459.55 nChanged 0
21->44 Clusters: Score -28356544.000000, best is -28358846.000000

Starting from 22 clusters...
--- Clustering full data set of 729999 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 34617 members 
Mstep: Class 3 contains 34631 members 
Mstep: Class 4 contains 34993 members 
Mstep: Class 5 contains 34995 members 
Mstep: Class 6 contains 34619 members 
Mstep: Class 7 contains 34982 members 
Mstep: Class 8 contains 34684 members 
Mstep: Class 9 contains 35004 members 
Mstep: Class 10 contains 34868 members 
Mstep: Class 11 contains 34752 members 
Mstep: Class 12 contains 34725 members 
Mstep: Class 13 contains 34767 members 
Mstep: Class 14 contains 34959 members 
Mstep: Class 15 contains 34534 members 
Mstep: Class 16 contains 34803 members 
Mstep: Class 17 contains 34584 members 
Mstep: Class 18 contains 34557 members 
Mstep: Class 19 contains 34560 members 
Mstep: Class 20 contains 34945 members 
Mstep: Class 21 contains 34756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 106.130333 but Gain 614.286133
Score: -24456912.000000 Penalty: 12285.726562
Iteration 0F: 21 clusters Score -2.445691e+07 nChanged 694238
Entering Unmasked Mstep 
Mstep: Class 0 contains 2102 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 25014 members 
Mstep: Class 3 contains 7637 members 
Mstep: Class 4 contains 80766 members 
Mstep: Class 5 contains 73117 members 
Mstep: Class 7 contains 6954 members 
Mstep: Class 8 contains 6513 members 
Mstep: Class 9 contains 66758 members 
Mstep: Class 10 contains 20769 members 
Mstep: Class 11 contains 71987 members 
Mstep: Class 12 contains 47954 members 
Mstep: Class 13 contains 76138 members 
Mstep: Class 14 contains 33843 members 
Mstep: Class 15 contains 33172 members 
Mstep: Class 16 contains 65039 members 
Mstep: Class 17 contains 12200 members 
Mstep: Class 18 contains 9207 members 
Mstep: Class 19 contains 23830 members 
Mstep: Class 20 contains 27903 members 
Mstep: Class 21 contains 18810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26614524.000000 Penalty: 12285.726562
Iteration 1F: 21 clusters Score -2.661452e+07 nChanged 278826
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 36370 members 
Mstep: Class 3 contains 3604 members 
Mstep: Class 4 contains 67100 members 
Mstep: Class 5 contains 94747 members 
Mstep: Class 7 contains 8401 members 
Mstep: Class 8 contains 6898 members 
Mstep: Class 9 contains 44637 members 
Mstep: Class 10 contains 24924 members 
Mstep: Class 11 contains 72755 members 
Mstep: Class 12 contains 38917 members 
Mstep: Class 13 contains 51909 members 
Mstep: Class 14 contains 37874 members 
Mstep: Class 15 contains 14628 members 
Mstep: Class 16 contains 113286 members 
Mstep: Class 17 contains 7604 members 
Mstep: Class 18 contains 13921 members 
Mstep: Class 19 contains 27616 members 
Mstep: Class 20 contains 37796 members 
Mstep: Class 21 contains 15703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27293308.000000 Penalty: 12285.726562
Iteration 2F: 21 clusters Score -2.729331e+07 nChanged 189344
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 37092 members 
Mstep: Class 3 contains 2881 members 
Mstep: Class 4 contains 41430 members 
Mstep: Class 5 contains 113849 members 
Mstep: Class 7 contains 9896 members 
Mstep: Class 8 contains 8549 members 
Mstep: Class 9 contains 28330 members 
Mstep: Class 10 contains 25659 members 
Mstep: Class 11 contains 80838 members 
Mstep: Class 12 contains 31774 members 
Mstep: Class 13 contains 33956 members 
Mstep: Class 14 contains 42057 members 
Mstep: Class 15 contains 9601 members 
Mstep: Class 16 contains 150282 members 
Mstep: Class 17 contains 11431 members 
Mstep: Class 18 contains 13638 members 
Mstep: Class 19 contains 33466 members 
Mstep: Class 20 contains 36518 members 
Mstep: Class 21 contains 11061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27559302.000000 Penalty: 12285.726562
Iteration 3F: 21 clusters Score -2.75593e+07 nChanged 142051
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 31725 members 
Mstep: Class 3 contains 2501 members 
Mstep: Class 4 contains 21941 members 
Mstep: Class 5 contains 120748 members 
Mstep: Class 7 contains 9533 members 
Mstep: Class 8 contains 9483 members 
Mstep: Class 9 contains 20032 members 
Mstep: Class 10 contains 25226 members 
Mstep: Class 11 contains 85012 members 
Mstep: Class 12 contains 34106 members 
Mstep: Class 13 contains 27997 members 
Mstep: Class 14 contains 40590 members 
Mstep: Class 15 contains 8763 members 
Mstep: Class 16 contains 183755 members 
Mstep: Class 17 contains 17176 members 
Mstep: Class 18 contains 11568 members 
Mstep: Class 19 contains 34997 members 
Mstep: Class 20 contains 30659 members 
Mstep: Class 21 contains 8134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27766790.000000 Penalty: 12285.726562
Iteration 4F: 21 clusters Score -2.776679e+07 nChanged 119251
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 24096 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 10669 members 
Mstep: Class 5 contains 119504 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 8550 members 
Mstep: Class 9 contains 16421 members 
Mstep: Class 10 contains 23566 members 
Mstep: Class 11 contains 88210 members 
Mstep: Class 12 contains 34818 members 
Mstep: Class 13 contains 27802 members 
Mstep: Class 14 contains 36558 members 
Mstep: Class 15 contains 7150 members 
Mstep: Class 16 contains 215314 members 
Mstep: Class 17 contains 19462 members 
Mstep: Class 18 contains 8717 members 
Mstep: Class 19 contains 42755 members 
Mstep: Class 20 contains 24447 members 
Mstep: Class 21 contains 6626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27905600.000000 Penalty: 12285.726562
Iteration 5F: 21 clusters Score -2.79056e+07 nChanged 100966
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 17053 members 
Mstep: Class 3 contains 2328 members 
Mstep: Class 4 contains 4578 members 
Mstep: Class 5 contains 112226 members 
Mstep: Class 7 contains 7886 members 
Mstep: Class 8 contains 6760 members 
Mstep: Class 9 contains 15206 members 
Mstep: Class 10 contains 22205 members 
Mstep: Class 11 contains 93529 members 
Mstep: Class 12 contains 32750 members 
Mstep: Class 13 contains 29922 members 
Mstep: Class 14 contains 32013 members 
Mstep: Class 15 contains 6143 members 
Mstep: Class 16 contains 243521 members 
Mstep: Class 17 contains 21241 members 
Mstep: Class 18 contains 6295 members 
Mstep: Class 19 contains 47386 members 
Mstep: Class 20 contains 20229 members 
Mstep: Class 21 contains 5897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28026922.000000 Penalty: 12285.726562
Iteration 6F: 21 clusters Score -2.802692e+07 nChanged 82645
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11237 members 
Mstep: Class 3 contains 2242 members 
Mstep: Class 4 contains 1684 members 
Mstep: Class 5 contains 100228 members 
Mstep: Class 7 contains 7361 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 14429 members 
Mstep: Class 10 contains 20145 members 
Mstep: Class 11 contains 103824 members 
Mstep: Class 12 contains 29643 members 
Mstep: Class 13 contains 32022 members 
Mstep: Class 14 contains 27351 members 
Mstep: Class 15 contains 6002 members 
Mstep: Class 16 contains 265559 members 
Mstep: Class 17 contains 22767 members 
Mstep: Class 18 contains 4429 members 
Mstep: Class 19 contains 49910 members 
Mstep: Class 20 contains 18686 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28115698.000000 Penalty: 12285.726562
Iteration 7F: 21 clusters Score -2.81157e+07 nChanged 64402
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7403 members 
Mstep: Class 3 contains 2225 members 
Mstep: Class 4 contains 788 members 
Mstep: Class 5 contains 85996 members 
Mstep: Class 7 contains 6896 members 
Mstep: Class 8 contains 4385 members 
Mstep: Class 9 contains 14047 members 
Mstep: Class 10 contains 17382 members 
Mstep: Class 11 contains 117670 members 
Mstep: Class 12 contains 26206 members 
Mstep: Class 13 contains 32769 members 
Mstep: Class 14 contains 23180 members 
Mstep: Class 15 contains 6124 members 
Mstep: Class 16 contains 281122 members 
Mstep: Class 17 contains 24031 members 
Mstep: Class 18 contains 3199 members 
Mstep: Class 19 contains 51353 members 
Mstep: Class 20 contains 18910 members 
Mstep: Class 21 contains 5188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28171748.000000 Penalty: 12285.726562
Iteration 8F: 21 clusters Score -2.817175e+07 nChanged 48406
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5216 members 
Mstep: Class 3 contains 2311 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 72041 members 
Mstep: Class 7 contains 6415 members 
Mstep: Class 8 contains 3981 members 
Mstep: Class 9 contains 14482 members 
Mstep: Class 10 contains 14547 members 
Mstep: Class 11 contains 131705 members 
Mstep: Class 12 contains 22933 members 
Mstep: Class 13 contains 32873 members 
Mstep: Class 14 contains 19740 members 
Mstep: Class 15 contains 6023 members 
Mstep: Class 16 contains 292006 members 
Mstep: Class 17 contains 24961 members 
Mstep: Class 18 contains 2466 members 
Mstep: Class 19 contains 52390 members 
Mstep: Class 20 contains 19578 members 
Mstep: Class 21 contains 5070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 467.043457 but Gain 614.286133
Score: -28205182.000000 Penalty: 11671.440430
Iteration 9F: 20 clusters Score -2.820518e+07 nChanged 37937
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4054 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 5 contains 59470 members 
Mstep: Class 7 contains 6008 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 14731 members 
Mstep: Class 10 contains 12016 members 
Mstep: Class 11 contains 144873 members 
Mstep: Class 12 contains 20148 members 
Mstep: Class 13 contains 32940 members 
Mstep: Class 14 contains 17164 members 
Mstep: Class 15 contains 5829 members 
Mstep: Class 16 contains 299444 members 
Mstep: Class 17 contains 25643 members 
Mstep: Class 18 contains 2058 members 
Mstep: Class 19 contains 53268 members 
Mstep: Class 20 contains 20284 members 
Mstep: Class 21 contains 5059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28229226.000000 Penalty: 11671.440430
Iteration 10F: 20 clusters Score -2.822923e+07 nChanged 30047
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 5 contains 48615 members 
Mstep: Class 7 contains 5772 members 
Mstep: Class 8 contains 3903 members 
Mstep: Class 9 contains 14852 members 
Mstep: Class 10 contains 9870 members 
Mstep: Class 11 contains 156937 members 
Mstep: Class 12 contains 17767 members 
Mstep: Class 13 contains 32936 members 
Mstep: Class 14 contains 15119 members 
Mstep: Class 15 contains 5574 members 
Mstep: Class 16 contains 304185 members 
Mstep: Class 17 contains 26108 members 
Mstep: Class 18 contains 1864 members 
Mstep: Class 19 contains 54015 members 
Mstep: Class 20 contains 20768 members 
Mstep: Class 21 contains 5061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28246218.000000 Penalty: 11671.440430
Iteration 11Q: 20 clusters Score -2.824622e+07 nChanged 24792
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3166 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 5 contains 39518 members 
Mstep: Class 7 contains 5591 members 
Mstep: Class 8 contains 3912 members 
Mstep: Class 9 contains 14908 members 
Mstep: Class 10 contains 8106 members 
Mstep: Class 11 contains 167908 members 
Mstep: Class 12 contains 15872 members 
Mstep: Class 13 contains 32942 members 
Mstep: Class 14 contains 13606 members 
Mstep: Class 15 contains 5325 members 
Mstep: Class 16 contains 306772 members 
Mstep: Class 17 contains 26393 members 
Mstep: Class 18 contains 1792 members 
Mstep: Class 19 contains 54744 members 
Mstep: Class 20 contains 21081 members 
Mstep: Class 21 contains 5060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28259286.000000 Penalty: 11671.440430
Iteration 12Q: 20 clusters Score -2.825929e+07 nChanged 20720
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 5 contains 32180 members 
Mstep: Class 7 contains 5443 members 
Mstep: Class 8 contains 3932 members 
Mstep: Class 9 contains 14937 members 
Mstep: Class 10 contains 6734 members 
Mstep: Class 11 contains 177742 members 
Mstep: Class 12 contains 14328 members 
Mstep: Class 13 contains 32953 members 
Mstep: Class 14 contains 12563 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 307601 members 
Mstep: Class 17 contains 26493 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 55410 members 
Mstep: Class 20 contains 21133 members 
Mstep: Class 21 contains 5060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28269042.000000 Penalty: 11671.440430
Iteration 13Q: 20 clusters Score -2.826904e+07 nChanged 17370
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 2867 members 
Mstep: Class 5 contains 26461 members 
Mstep: Class 7 contains 5321 members 
Mstep: Class 8 contains 3968 members 
Mstep: Class 9 contains 14967 members 
Mstep: Class 10 contains 5589 members 
Mstep: Class 11 contains 186367 members 
Mstep: Class 12 contains 13006 members 
Mstep: Class 13 contains 32956 members 
Mstep: Class 14 contains 11962 members 
Mstep: Class 15 contains 5031 members 
Mstep: Class 16 contains 307234 members 
Mstep: Class 17 contains 26518 members 
Mstep: Class 18 contains 1957 members 
Mstep: Class 19 contains 56103 members 
Mstep: Class 20 contains 20971 members 
Mstep: Class 21 contains 5058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28276766.000000 Penalty: 11671.440430
Iteration 14Q: 20 clusters Score -2.827677e+07 nChanged 14630
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3073 members 
Mstep: Class 3 contains 2884 members 
Mstep: Class 5 contains 22157 members 
Mstep: Class 7 contains 5229 members 
Mstep: Class 8 contains 4000 members 
Mstep: Class 9 contains 14989 members 
Mstep: Class 10 contains 4580 members 
Mstep: Class 11 contains 193891 members 
Mstep: Class 12 contains 11824 members 
Mstep: Class 13 contains 32960 members 
Mstep: Class 14 contains 11831 members 
Mstep: Class 15 contains 4932 members 
Mstep: Class 16 contains 306051 members 
Mstep: Class 17 contains 26529 members 
Mstep: Class 18 contains 2054 members 
Mstep: Class 19 contains 56692 members 
Mstep: Class 20 contains 20657 members 
Mstep: Class 21 contains 5060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28282306.000000 Penalty: 11671.440430
Iteration 15Q: 20 clusters Score -2.828231e+07 nChanged 12499
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 2903 members 
Mstep: Class 5 contains 18858 members 
Mstep: Class 7 contains 5164 members 
Mstep: Class 8 contains 4033 members 
Mstep: Class 9 contains 15003 members 
Mstep: Class 10 contains 3819 members 
Mstep: Class 11 contains 200441 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 32970 members 
Mstep: Class 14 contains 11938 members 
Mstep: Class 15 contains 4851 members 
Mstep: Class 16 contains 304280 members 
Mstep: Class 17 contains 26510 members 
Mstep: Class 18 contains 2146 members 
Mstep: Class 19 contains 57175 members 
Mstep: Class 20 contains 20227 members 
Mstep: Class 21 contains 5060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28286816.000000 Penalty: 11671.440430
Iteration 16Q: 20 clusters Score -2.828682e+07 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3194 members 
Mstep: Class 3 contains 2924 members 
Mstep: Class 5 contains 16485 members 
Mstep: Class 7 contains 5107 members 
Mstep: Class 8 contains 4064 members 
Mstep: Class 9 contains 15017 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 206066 members 
Mstep: Class 12 contains 10077 members 
Mstep: Class 13 contains 32981 members 
Mstep: Class 14 contains 12151 members 
Mstep: Class 15 contains 4771 members 
Mstep: Class 16 contains 302215 members 
Mstep: Class 17 contains 26479 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 57577 members 
Mstep: Class 20 contains 19755 members 
Mstep: Class 21 contains 5061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28290064.000000 Penalty: 11671.440430
Iteration 17Q: 20 clusters Score -2.829006e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 2941 members 
Mstep: Class 5 contains 14689 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 4092 members 
Mstep: Class 9 contains 15025 members 
Mstep: Class 10 contains 2832 members 
Mstep: Class 11 contains 210885 members 
Mstep: Class 12 contains 9427 members 
Mstep: Class 13 contains 32989 members 
Mstep: Class 14 contains 12357 members 
Mstep: Class 15 contains 4713 members 
Mstep: Class 16 contains 300158 members 
Mstep: Class 17 contains 26403 members 
Mstep: Class 18 contains 2278 members 
Mstep: Class 19 contains 57921 members 
Mstep: Class 20 contains 19303 members 
Mstep: Class 21 contains 5061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28292154.000000 Penalty: 11671.440430
Iteration 18Q: 20 clusters Score -2.829215e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3345 members 
Mstep: Class 3 contains 2960 members 
Mstep: Class 5 contains 13362 members 
Mstep: Class 7 contains 5017 members 
Mstep: Class 8 contains 4104 members 
Mstep: Class 9 contains 15045 members 
Mstep: Class 10 contains 2518 members 
Mstep: Class 11 contains 214879 members 
Mstep: Class 12 contains 8821 members 
Mstep: Class 13 contains 32997 members 
Mstep: Class 14 contains 12585 members 
Mstep: Class 15 contains 4668 members 
Mstep: Class 16 contains 298235 members 
Mstep: Class 17 contains 26332 members 
Mstep: Class 18 contains 2330 members 
Mstep: Class 19 contains 58252 members 
Mstep: Class 20 contains 18885 members 
Mstep: Class 21 contains 5061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28294120.000000 Penalty: 11671.440430
Iteration 19Q: 20 clusters Score -2.829412e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3469 members 
Mstep: Class 3 contains 2994 members 
Mstep: Class 5 contains 12402 members 
Mstep: Class 7 contains 4978 members 
Mstep: Class 8 contains 4119 members 
Mstep: Class 9 contains 15059 members 
Mstep: Class 10 contains 2302 members 
Mstep: Class 11 contains 218241 members 
Mstep: Class 12 contains 8282 members 
Mstep: Class 13 contains 33002 members 
Mstep: Class 14 contains 12803 members 
Mstep: Class 15 contains 4637 members 
Mstep: Class 16 contains 296353 members 
Mstep: Class 17 contains 26262 members 
Mstep: Class 18 contains 2377 members 
Mstep: Class 19 contains 58565 members 
Mstep: Class 20 contains 18494 members 
Mstep: Class 21 contains 5062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28295792.000000 Penalty: 11671.440430
Iteration 20F: 20 clusters Score -2.829579e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3691 members 
Mstep: Class 3 contains 3026 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 7 contains 4914 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 15064 members 
Mstep: Class 10 contains 2120 members 
Mstep: Class 11 contains 221030 members 
Mstep: Class 12 contains 7744 members 
Mstep: Class 13 contains 33005 members 
Mstep: Class 14 contains 13033 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 294665 members 
Mstep: Class 17 contains 26217 members 
Mstep: Class 18 contains 2448 members 
Mstep: Class 19 contains 58843 members 
Mstep: Class 20 contains 18118 members 
Mstep: Class 21 contains 5064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297046.000000 Penalty: 11671.440430
Iteration 21Q: 20 clusters Score -2.829705e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3913 members 
Mstep: Class 3 contains 3067 members 
Mstep: Class 5 contains 11024 members 
Mstep: Class 7 contains 4881 members 
Mstep: Class 8 contains 4170 members 
Mstep: Class 9 contains 15063 members 
Mstep: Class 10 contains 1947 members 
Mstep: Class 11 contains 223301 members 
Mstep: Class 12 contains 7259 members 
Mstep: Class 13 contains 33010 members 
Mstep: Class 14 contains 13289 members 
Mstep: Class 15 contains 4583 members 
Mstep: Class 16 contains 293172 members 
Mstep: Class 17 contains 26157 members 
Mstep: Class 18 contains 2523 members 
Mstep: Class 19 contains 59142 members 
Mstep: Class 20 contains 17853 members 
Mstep: Class 21 contains 5064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298266.000000 Penalty: 11671.440430
Iteration 22Q: 20 clusters Score -2.829827e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 3102 members 
Mstep: Class 5 contains 10522 members 
Mstep: Class 7 contains 4833 members 
Mstep: Class 8 contains 4196 members 
Mstep: Class 9 contains 15061 members 
Mstep: Class 10 contains 1835 members 
Mstep: Class 11 contains 225158 members 
Mstep: Class 12 contains 6844 members 
Mstep: Class 13 contains 33013 members 
Mstep: Class 14 contains 13537 members 
Mstep: Class 15 contains 4553 members 
Mstep: Class 16 contains 291905 members 
Mstep: Class 17 contains 26078 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 59389 members 
Mstep: Class 20 contains 17656 members 
Mstep: Class 21 contains 5064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299342.000000 Penalty: 11671.440430
Iteration 23Q: 20 clusters Score -2.829934e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4265 members 
Mstep: Class 3 contains 3146 members 
Mstep: Class 5 contains 10144 members 
Mstep: Class 7 contains 4787 members 
Mstep: Class 8 contains 4221 members 
Mstep: Class 9 contains 15065 members 
Mstep: Class 10 contains 1721 members 
Mstep: Class 11 contains 226785 members 
Mstep: Class 12 contains 6420 members 
Mstep: Class 13 contains 33021 members 
Mstep: Class 14 contains 13732 members 
Mstep: Class 15 contains 4532 members 
Mstep: Class 16 contains 290792 members 
Mstep: Class 17 contains 25995 members 
Mstep: Class 18 contains 2691 members 
Mstep: Class 19 contains 59648 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 5064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28300298.000000 Penalty: 11671.440430
Iteration 24Q: 20 clusters Score -2.83003e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 3190 members 
Mstep: Class 5 contains 9832 members 
Mstep: Class 7 contains 4754 members 
Mstep: Class 8 contains 4258 members 
Mstep: Class 9 contains 15066 members 
Mstep: Class 10 contains 1615 members 
Mstep: Class 11 contains 228045 members 
Mstep: Class 12 contains 6006 members 
Mstep: Class 13 contains 33024 members 
Mstep: Class 14 contains 13936 members 
Mstep: Class 15 contains 4517 members 
Mstep: Class 16 contains 289875 members 
Mstep: Class 17 contains 25911 members 
Mstep: Class 18 contains 2761 members 
Mstep: Class 19 contains 59969 members 
Mstep: Class 20 contains 17251 members 
Mstep: Class 21 contains 5064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28300770.000000 Penalty: 11671.440430
Iteration 25Q: 20 clusters Score -2.830077e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4554 members 
Mstep: Class 3 contains 3231 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 4301 members 
Mstep: Class 9 contains 15062 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 229106 members 
Mstep: Class 12 contains 5603 members 
Mstep: Class 13 contains 33027 members 
Mstep: Class 14 contains 14138 members 
Mstep: Class 15 contains 4507 members 
Mstep: Class 16 contains 289076 members 
Mstep: Class 17 contains 25849 members 
Mstep: Class 18 contains 2831 members 
Mstep: Class 19 contains 60268 members 
Mstep: Class 20 contains 17076 members 
Mstep: Class 21 contains 5066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28301726.000000 Penalty: 11671.440430
Iteration 26Q: 20 clusters Score -2.830173e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4692 members 
Mstep: Class 3 contains 3266 members 
Mstep: Class 5 contains 9345 members 
Mstep: Class 7 contains 4647 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 15056 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 229925 members 
Mstep: Class 12 contains 5268 members 
Mstep: Class 13 contains 33033 members 
Mstep: Class 14 contains 14329 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 288452 members 
Mstep: Class 17 contains 25862 members 
Mstep: Class 18 contains 2890 members 
Mstep: Class 19 contains 60528 members 
Mstep: Class 20 contains 16894 members 
Mstep: Class 21 contains 5067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28302518.000000 Penalty: 11671.440430
Iteration 27Q: 20 clusters Score -2.830252e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4796 members 
Mstep: Class 3 contains 3287 members 
Mstep: Class 5 contains 9105 members 
Mstep: Class 7 contains 4608 members 
Mstep: Class 8 contains 4375 members 
Mstep: Class 9 contains 15048 members 
Mstep: Class 10 contains 1358 members 
Mstep: Class 11 contains 230529 members 
Mstep: Class 12 contains 5002 members 
Mstep: Class 13 contains 33039 members 
Mstep: Class 14 contains 14533 members 
Mstep: Class 15 contains 4469 members 
Mstep: Class 16 contains 288004 members 
Mstep: Class 17 contains 25890 members 
Mstep: Class 18 contains 2935 members 
Mstep: Class 19 contains 60751 members 
Mstep: Class 20 contains 16708 members 
Mstep: Class 21 contains 5068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28303110.000000 Penalty: 11671.440430
Iteration 28Q: 20 clusters Score -2.830311e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4891 members 
Mstep: Class 3 contains 3308 members 
Mstep: Class 5 contains 8912 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 15040 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 231070 members 
Mstep: Class 12 contains 4758 members 
Mstep: Class 13 contains 33047 members 
Mstep: Class 14 contains 14697 members 
Mstep: Class 15 contains 4454 members 
Mstep: Class 16 contains 287631 members 
Mstep: Class 17 contains 25986 members 
Mstep: Class 18 contains 2985 members 
Mstep: Class 19 contains 60863 members 
Mstep: Class 20 contains 16556 members 
Mstep: Class 21 contains 5069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28303690.000000 Penalty: 11671.440430
Iteration 29Q: 20 clusters Score -2.830369e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4984 members 
Mstep: Class 3 contains 3324 members 
Mstep: Class 5 contains 8738 members 
Mstep: Class 7 contains 4465 members 
Mstep: Class 8 contains 4470 members 
Mstep: Class 9 contains 15036 members 
Mstep: Class 10 contains 1254 members 
Mstep: Class 11 contains 231431 members 
Mstep: Class 12 contains 4553 members 
Mstep: Class 13 contains 33050 members 
Mstep: Class 14 contains 14837 members 
Mstep: Class 15 contains 4437 members 
Mstep: Class 16 contains 287338 members 
Mstep: Class 17 contains 26161 members 
Mstep: Class 18 contains 3040 members 
Mstep: Class 19 contains 60920 members 
Mstep: Class 20 contains 16407 members 
Mstep: Class 21 contains 5069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28304328.000000 Penalty: 11671.440430
Iteration 30Q: 20 clusters Score -2.830433e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5049 members 
Mstep: Class 3 contains 3346 members 
Mstep: Class 5 contains 8563 members 
Mstep: Class 7 contains 4380 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 15030 members 
Mstep: Class 10 contains 1210 members 
Mstep: Class 11 contains 231699 members 
Mstep: Class 12 contains 4395 members 
Mstep: Class 13 contains 33053 members 
Mstep: Class 14 contains 14942 members 
Mstep: Class 15 contains 4418 members 
Mstep: Class 16 contains 287127 members 
Mstep: Class 17 contains 26325 members 
Mstep: Class 18 contains 3070 members 
Mstep: Class 19 contains 60993 members 
Mstep: Class 20 contains 16306 members 
Mstep: Class 21 contains 5069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28304970.000000 Penalty: 11671.440430
Iteration 31Q: 20 clusters Score -2.830497e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5114 members 
Mstep: Class 3 contains 3358 members 
Mstep: Class 5 contains 8424 members 
Mstep: Class 7 contains 4300 members 
Mstep: Class 8 contains 4586 members 
Mstep: Class 9 contains 15034 members 
Mstep: Class 10 contains 1173 members 
Mstep: Class 11 contains 231912 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 33057 members 
Mstep: Class 14 contains 15052 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 286950 members 
Mstep: Class 17 contains 26522 members 
Mstep: Class 18 contains 3101 members 
Mstep: Class 19 contains 60985 members 
Mstep: Class 20 contains 16199 members 
Mstep: Class 21 contains 5069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28305378.000000 Penalty: 11671.440430
Iteration 32Q: 20 clusters Score -2.830538e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5159 members 
Mstep: Class 3 contains 3361 members 
Mstep: Class 5 contains 8300 members 
Mstep: Class 7 contains 4224 members 
Mstep: Class 8 contains 4638 members 
Mstep: Class 9 contains 15045 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 232056 members 
Mstep: Class 12 contains 4168 members 
Mstep: Class 13 contains 33059 members 
Mstep: Class 14 contains 15154 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 286836 members 
Mstep: Class 17 contains 26710 members 
Mstep: Class 18 contains 3126 members 
Mstep: Class 19 contains 60960 members 
Mstep: Class 20 contains 16101 members 
Mstep: Class 21 contains 5069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28305774.000000 Penalty: 11671.440430
Iteration 33Q: 20 clusters Score -2.830577e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5204 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 5 contains 8218 members 
Mstep: Class 7 contains 4148 members 
Mstep: Class 8 contains 4672 members 
Mstep: Class 9 contains 15058 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 232099 members 
Mstep: Class 12 contains 4105 members 
Mstep: Class 13 contains 33061 members 
Mstep: Class 14 contains 15263 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 286732 members 
Mstep: Class 17 contains 26922 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 60919 members 
Mstep: Class 20 contains 15998 members 
Mstep: Class 21 contains 5069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28306080.000000 Penalty: 11671.440430
Iteration 34Q: 20 clusters Score -2.830608e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5239 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 5 contains 8146 members 
Mstep: Class 7 contains 4065 members 
Mstep: Class 8 contains 4711 members 
Mstep: Class 9 contains 15067 members 
Mstep: Class 10 contains 1084 members 
Mstep: Class 11 contains 232116 members 
Mstep: Class 12 contains 4082 members 
Mstep: Class 13 contains 33059 members 
Mstep: Class 14 contains 15344 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 286633 members 
Mstep: Class 17 contains 27177 members 
Mstep: Class 18 contains 3189 members 
Mstep: Class 19 contains 60829 members 
Mstep: Class 20 contains 15932 members 
Mstep: Class 21 contains 5070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28306390.000000 Penalty: 11671.440430
Iteration 35Q: 20 clusters Score -2.830639e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5244 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 5 contains 8067 members 
Mstep: Class 7 contains 3972 members 
Mstep: Class 8 contains 4745 members 
Mstep: Class 9 contains 15073 members 
Mstep: Class 10 contains 1053 members 
Mstep: Class 11 contains 232109 members 
Mstep: Class 12 contains 4090 members 
Mstep: Class 13 contains 33059 members 
Mstep: Class 14 contains 15439 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 16 contains 286579 members 
Mstep: Class 17 contains 27483 members 
Mstep: Class 18 contains 3216 members 
Mstep: Class 19 contains 60684 members 
Mstep: Class 20 contains 15868 members 
Mstep: Class 21 contains 5070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28306650.000000 Penalty: 11671.440430
Iteration 36Q: 20 clusters Score -2.830665e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5257 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 5 contains 7976 members 
Mstep: Class 7 contains 3889 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 15078 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 232071 members 
Mstep: Class 12 contains 4104 members 
Mstep: Class 13 contains 33060 members 
Mstep: Class 14 contains 15518 members 
Mstep: Class 15 contains 4359 members 
Mstep: Class 16 contains 286561 members 
Mstep: Class 17 contains 27817 members 
Mstep: Class 18 contains 3259 members 
Mstep: Class 19 contains 60494 members 
Mstep: Class 20 contains 15816 members 
Mstep: Class 21 contains 5070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28307088.000000 Penalty: 11671.440430
Iteration 37Q: 20 clusters Score -2.830709e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5278 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 5 contains 7896 members 
Mstep: Class 7 contains 3797 members 
Mstep: Class 8 contains 4796 members 
Mstep: Class 9 contains 15082 members 
Mstep: Class 10 contains 1000 members 
Mstep: Class 11 contains 232034 members 
Mstep: Class 12 contains 4149 members 
Mstep: Class 13 contains 33059 members 
Mstep: Class 14 contains 15563 members 
Mstep: Class 15 contains 4358 members 
Mstep: Class 16 contains 286583 members 
Mstep: Class 17 contains 28159 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 60263 members 
Mstep: Class 20 contains 15741 members 
Mstep: Class 21 contains 5069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28307274.000000 Penalty: 11671.440430
Iteration 38Q: 20 clusters Score -2.830727e+07 nChanged 1619
Entering ConstructFrom: 
Score: -28307274.000000 Penalty: 11671.440430
Entering ConstructFrom: 
Trying to split cluster 1 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -15008.893555 Penalty: 275.690094
	Iteration 0F: 2 clusters Score -15008.89 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 222 members 
Entering Unmasked Estep 
Score: -14594.969727 Penalty: 551.380188
	Iteration 0F: 3 clusters Score -14594.97 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -14737.034180 Penalty: 551.380188
	Iteration 1F: 3 clusters Score -14737.03 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -14769.360352 Penalty: 551.380188
	Iteration 2F: 3 clusters Score -14769.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14782.366211 Penalty: 551.380188
	Iteration 3Q: 3 clusters Score -14782.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14789.410156 Penalty: 551.380188
	Iteration 4Q: 3 clusters Score -14789.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14801.178711 Penalty: 551.380188
	Iteration 5Q: 3 clusters Score -14801.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14813.477539 Penalty: 551.380188
	Iteration 6Q: 3 clusters Score -14813.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14832.578125 Penalty: 551.380188
	Iteration 7Q: 3 clusters Score -14832.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14844.702148 Penalty: 551.380188
	Iteration 8Q: 3 clusters Score -14844.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14857.191406 Penalty: 551.380188
	Iteration 9Q: 3 clusters Score -14857.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14864.955078 Penalty: 551.380188
	Iteration 10Q: 3 clusters Score -14864.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14877.779297 Penalty: 551.380188
	Iteration 11Q: 3 clusters Score -14877.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14885.099609 Penalty: 551.380188
	Iteration 12Q: 3 clusters Score -14885.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14889.449219 Penalty: 551.380188
	Iteration 13Q: 3 clusters Score -14889.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14890.069336 Penalty: 551.380188
	Iteration 14Q: 3 clusters Score -14890.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14891.532227 Penalty: 551.380188
	Iteration 15Q: 3 clusters Score -14891.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14893.770508 Penalty: 551.380188
	Iteration 16Q: 3 clusters Score -14893.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14893.894531 Penalty: 551.380188
	Iteration 17F: 3 clusters Score -14893.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14895.917969 Penalty: 551.380188
	Iteration 18Q: 3 clusters Score -14895.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14895.917969 Penalty: 551.380188
	Iteration 19F: 3 clusters Score -14895.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Entering Unmasked Estep 
Score: -211304.375000 Penalty: 390.252136
	Iteration 0F: 2 clusters Score -211304.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -207821.718750 Penalty: 780.504272
	Iteration 0F: 3 clusters Score -207821.7 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -209196.296875 Penalty: 780.504272
	Iteration 1F: 3 clusters Score -209196.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -209503.671875 Penalty: 780.504272
	Iteration 2F: 3 clusters Score -209503.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -209892.562500 Penalty: 780.504272
	Iteration 3F: 3 clusters Score -209892.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -210255.390625 Penalty: 780.504272
	Iteration 4F: 3 clusters Score -210255.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -210488.078125 Penalty: 780.504272
	Iteration 5F: 3 clusters Score -210488.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -210630.843750 Penalty: 780.504272
	Iteration 6Q: 3 clusters Score -210630.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -210723.171875 Penalty: 780.504272
	Iteration 7Q: 3 clusters Score -210723.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -210771.906250 Penalty: 780.504272
	Iteration 8Q: 3 clusters Score -210771.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -210820.562500 Penalty: 780.504272
	Iteration 9Q: 3 clusters Score -210820.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -210878.718750 Penalty: 780.504272
	Iteration 10Q: 3 clusters Score -210878.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -210916.046875 Penalty: 780.504272
	Iteration 11Q: 3 clusters Score -210916 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -210946.375000 Penalty: 780.504272
	Iteration 12Q: 3 clusters Score -210946.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -210971.015625 Penalty: 780.504272
	Iteration 13Q: 3 clusters Score -210971 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -210987.828125 Penalty: 780.504272
	Iteration 14Q: 3 clusters Score -210987.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -210997.609375 Penalty: 780.504272
	Iteration 15Q: 3 clusters Score -210997.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -211004.515625 Penalty: 780.504272
	Iteration 16Q: 3 clusters Score -211004.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -211010.640625 Penalty: 780.504272
	Iteration 17Q: 3 clusters Score -211010.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -211015.421875 Penalty: 780.504272
	Iteration 18Q: 3 clusters Score -211015.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -211020.578125 Penalty: 780.504272
	Iteration 19Q: 3 clusters Score -211020.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -211026.093750 Penalty: 780.504272
	Iteration 20F: 3 clusters Score -211026.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -211032.593750 Penalty: 780.504272
	Iteration 21Q: 3 clusters Score -211032.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -211038.000000 Penalty: 780.504272
	Iteration 22Q: 3 clusters Score -211038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -211042.375000 Penalty: 780.504272
	Iteration 23Q: 3 clusters Score -211042.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -211046.093750 Penalty: 780.504272
	Iteration 24Q: 3 clusters Score -211046.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -211051.312500 Penalty: 780.504272
	Iteration 25Q: 3 clusters Score -211051.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -211057.218750 Penalty: 780.504272
	Iteration 26Q: 3 clusters Score -211057.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -211062.437500 Penalty: 780.504272
	Iteration 27Q: 3 clusters Score -211062.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -211065.484375 Penalty: 780.504272
	Iteration 28Q: 3 clusters Score -211065.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -211068.796875 Penalty: 780.504272
	Iteration 29Q: 3 clusters Score -211068.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -211072.250000 Penalty: 780.504272
	Iteration 30Q: 3 clusters Score -211072.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -211072.906250 Penalty: 780.504272
	Iteration 31Q: 3 clusters Score -211072.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -211073.609375 Penalty: 780.504272
	Iteration 32Q: 3 clusters Score -211073.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -211074.171875 Penalty: 780.504272
	Iteration 33Q: 3 clusters Score -211074.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -211074.078125 Penalty: 780.504272
	Iteration 34Q: 3 clusters Score -211074.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -211074.156250 Penalty: 780.504272
	Iteration 35Q: 3 clusters Score -211074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -211074.734375 Penalty: 780.504272
	Iteration 36Q: 3 clusters Score -211074.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -211074.734375 Penalty: 780.504272
	Iteration 37F: 3 clusters Score -211074.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Entering Unmasked Estep 
Score: -135618.171875 Penalty: 369.743134
	Iteration 0F: 2 clusters Score -135618.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -133292.718750 Penalty: 739.486267
	Iteration 0F: 3 clusters Score -133292.7 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -134195.109375 Penalty: 739.486267
	Iteration 1F: 3 clusters Score -134195.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -134293.000000 Penalty: 739.486267
	Iteration 2F: 3 clusters Score -134293 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -134381.203125 Penalty: 739.486267
	Iteration 3F: 3 clusters Score -134381.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -134462.906250 Penalty: 739.486267
	Iteration 4Q: 3 clusters Score -134462.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -134550.671875 Penalty: 739.486267
	Iteration 5Q: 3 clusters Score -134550.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -134656.750000 Penalty: 739.486267
	Iteration 6Q: 3 clusters Score -134656.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -134754.921875 Penalty: 739.486267
	Iteration 7Q: 3 clusters Score -134754.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -134824.453125 Penalty: 739.486267
	Iteration 8Q: 3 clusters Score -134824.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -134870.109375 Penalty: 739.486267
	Iteration 9Q: 3 clusters Score -134870.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -134903.796875 Penalty: 739.486267
	Iteration 10Q: 3 clusters Score -134903.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -134920.406250 Penalty: 739.486267
	Iteration 11Q: 3 clusters Score -134920.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -134931.609375 Penalty: 739.486267
	Iteration 12Q: 3 clusters Score -134931.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -134939.093750 Penalty: 739.486267
	Iteration 13Q: 3 clusters Score -134939.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -134942.109375 Penalty: 739.486267
	Iteration 14Q: 3 clusters Score -134942.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -134944.484375 Penalty: 739.486267
	Iteration 15Q: 3 clusters Score -134944.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -134947.078125 Penalty: 739.486267
	Iteration 16Q: 3 clusters Score -134947.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -134954.171875 Penalty: 739.486267
	Iteration 17Q: 3 clusters Score -134954.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -134966.359375 Penalty: 739.486267
	Iteration 18Q: 3 clusters Score -134966.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -134978.578125 Penalty: 739.486267
	Iteration 19Q: 3 clusters Score -134978.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -134989.437500 Penalty: 739.486267
	Iteration 20F: 3 clusters Score -134989.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -135002.656250 Penalty: 739.486267
	Iteration 21Q: 3 clusters Score -135002.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -135014.953125 Penalty: 739.486267
	Iteration 22Q: 3 clusters Score -135015 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -135031.390625 Penalty: 739.486267
	Iteration 23Q: 3 clusters Score -135031.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -135049.109375 Penalty: 739.486267
	Iteration 24Q: 3 clusters Score -135049.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -135064.796875 Penalty: 739.486267
	Iteration 25Q: 3 clusters Score -135064.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -135074.921875 Penalty: 739.486267
	Iteration 26Q: 3 clusters Score -135074.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -135087.421875 Penalty: 739.486267
	Iteration 27Q: 3 clusters Score -135087.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -135098.218750 Penalty: 739.486267
	Iteration 28Q: 3 clusters Score -135098.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -135111.203125 Penalty: 739.486267
	Iteration 29Q: 3 clusters Score -135111.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -135122.203125 Penalty: 739.486267
	Iteration 30Q: 3 clusters Score -135122.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -135135.437500 Penalty: 739.486267
	Iteration 31Q: 3 clusters Score -135135.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -135147.671875 Penalty: 739.486267
	Iteration 32Q: 3 clusters Score -135147.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -135156.390625 Penalty: 739.486267
	Iteration 33Q: 3 clusters Score -135156.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -135164.359375 Penalty: 739.486267
	Iteration 34Q: 3 clusters Score -135164.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -135172.343750 Penalty: 739.486267
	Iteration 35Q: 3 clusters Score -135172.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -135176.187500 Penalty: 739.486267
	Iteration 36Q: 3 clusters Score -135176.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -135180.562500 Penalty: 739.486267
	Iteration 37Q: 3 clusters Score -135180.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -135184.875000 Penalty: 739.486267
	Iteration 38Q: 3 clusters Score -135184.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -135189.781250 Penalty: 739.486267
	Iteration 39Q: 3 clusters Score -135189.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -135194.312500 Penalty: 739.486267
	Iteration 40F: 3 clusters Score -135194.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -135196.453125 Penalty: 739.486267
	Iteration 41Q: 3 clusters Score -135196.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -135197.671875 Penalty: 739.486267
	Iteration 42Q: 3 clusters Score -135197.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -135201.109375 Penalty: 739.486267
	Iteration 43Q: 3 clusters Score -135201.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -135207.328125 Penalty: 739.486267
	Iteration 44Q: 3 clusters Score -135207.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -135211.640625 Penalty: 739.486267
	Iteration 45Q: 3 clusters Score -135211.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -135216.593750 Penalty: 739.486267
	Iteration 46Q: 3 clusters Score -135216.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -135221.906250 Penalty: 739.486267
	Iteration 47Q: 3 clusters Score -135221.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -135225.421875 Penalty: 739.486267
	Iteration 48Q: 3 clusters Score -135225.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -135229.187500 Penalty: 739.486267
	Iteration 49Q: 3 clusters Score -135229.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -135237.343750 Penalty: 739.486267
	Iteration 50Q: 3 clusters Score -135237.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -135239.515625 Penalty: 739.486267
	Iteration 51Q: 3 clusters Score -135239.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -135242.484375 Penalty: 739.486267
	Iteration 52Q: 3 clusters Score -135242.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -135246.281250 Penalty: 739.486267
	Iteration 53Q: 3 clusters Score -135246.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -135248.718750 Penalty: 739.486267
	Iteration 54Q: 3 clusters Score -135248.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -135251.500000 Penalty: 739.486267
	Iteration 55Q: 3 clusters Score -135251.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -135256.906250 Penalty: 739.486267
	Iteration 56Q: 3 clusters Score -135256.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -135264.734375 Penalty: 739.486267
	Iteration 57Q: 3 clusters Score -135264.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -135266.078125 Penalty: 739.486267
	Iteration 58Q: 3 clusters Score -135266.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -135269.468750 Penalty: 739.486267
	Iteration 59Q: 3 clusters Score -135269.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -135272.453125 Penalty: 739.486267
	Iteration 60F: 3 clusters Score -135272.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -135275.015625 Penalty: 739.486267
	Iteration 61Q: 3 clusters Score -135275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -135276.500000 Penalty: 739.486267
	Iteration 62Q: 3 clusters Score -135276.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -135276.500000 Penalty: 739.486267
	Iteration 63F: 3 clusters Score -135276.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Entering Unmasked Estep 
Score: -301468.500000 Penalty: 407.788818
	Iteration 0F: 2 clusters Score -301468.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -296245.593750 Penalty: 815.577637
	Iteration 0F: 3 clusters Score -296245.6 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -298315.437500 Penalty: 815.577637
	Iteration 1F: 3 clusters Score -298315.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -298560.375000 Penalty: 815.577637
	Iteration 2F: 3 clusters Score -298560.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -298921.937500 Penalty: 815.577637
	Iteration 3F: 3 clusters Score -298921.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -299413.250000 Penalty: 815.577637
	Iteration 4F: 3 clusters Score -299413.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -300026.531250 Penalty: 815.577637
	Iteration 5F: 3 clusters Score -300026.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -300474.062500 Penalty: 815.577637
	Iteration 6F: 3 clusters Score -300474.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -300735.437500 Penalty: 815.577637
	Iteration 7Q: 3 clusters Score -300735.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -300859.125000 Penalty: 815.577637
	Iteration 8Q: 3 clusters Score -300859.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -300931.500000 Penalty: 815.577637
	Iteration 9Q: 3 clusters Score -300931.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -300988.125000 Penalty: 815.577637
	Iteration 10Q: 3 clusters Score -300988.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -301046.812500 Penalty: 815.577637
	Iteration 11Q: 3 clusters Score -301046.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -301095.875000 Penalty: 815.577637
	Iteration 12Q: 3 clusters Score -301095.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -301125.906250 Penalty: 815.577637
	Iteration 13Q: 3 clusters Score -301125.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -301152.312500 Penalty: 815.577637
	Iteration 14Q: 3 clusters Score -301152.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -301167.781250 Penalty: 815.577637
	Iteration 15Q: 3 clusters Score -301167.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -301177.187500 Penalty: 815.577637
	Iteration 16Q: 3 clusters Score -301177.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -301183.250000 Penalty: 815.577637
	Iteration 17Q: 3 clusters Score -301183.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -301189.593750 Penalty: 815.577637
	Iteration 18Q: 3 clusters Score -301189.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -301194.531250 Penalty: 815.577637
	Iteration 19Q: 3 clusters Score -301194.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -301197.656250 Penalty: 815.577637
	Iteration 20F: 3 clusters Score -301197.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -301199.250000 Penalty: 815.577637
	Iteration 21Q: 3 clusters Score -301199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -301200.187500 Penalty: 815.577637
	Iteration 22Q: 3 clusters Score -301200.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -301201.406250 Penalty: 815.577637
	Iteration 23Q: 3 clusters Score -301201.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -301201.781250 Penalty: 815.577637
	Iteration 24Q: 3 clusters Score -301201.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -301201.781250 Penalty: 815.577637
	Iteration 25F: 3 clusters Score -301201.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Entering Unmasked Estep 
Score: -129105.484375 Penalty: 373.807404
	Iteration 0F: 2 clusters Score -129105.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -126629.937500 Penalty: 747.614807
	Iteration 0F: 3 clusters Score -126629.9 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -130107.781250 Penalty: 747.614807
	Iteration 1F: 3 clusters Score -130107.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -132459.671875 Penalty: 747.614807
	Iteration 2F: 3 clusters Score -132459.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -133360.203125 Penalty: 747.614807
	Iteration 3F: 3 clusters Score -133360.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -134873.875000 Penalty: 747.614807
	Iteration 4F: 3 clusters Score -134873.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -135673.593750 Penalty: 747.614807
	Iteration 5Q: 3 clusters Score -135673.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -135677.265625 Penalty: 747.614807
	Iteration 6Q: 3 clusters Score -135677.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -135677.546875 Penalty: 747.614807
	Iteration 7Q: 3 clusters Score -135677.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -135677.546875 Penalty: 747.614807
	Iteration 8F: 3 clusters Score -135677.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5308 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 7804 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 4815 members 
Mstep: Class 9 contains 15087 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 232013 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 33059 members 
Mstep: Class 14 contains 15612 members 
Mstep: Class 15 contains 4349 members 
Mstep: Class 16 contains 286603 members 
Mstep: Class 17 contains 28527 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 59986 members 
Mstep: Class 20 contains 15655 members 
Mstep: Class 21 contains 5069 members 
Entering Unmasked Estep 
Score: -28313688.000000 Penalty: 12285.726562
Splitting cluster 7 changes total score from -28307274.000000 to -28313688.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 8 (4815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Entering Unmasked Estep 
Score: -158291.062500 Penalty: 385.816864
	Iteration 0F: 2 clusters Score -158291.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -155062.734375 Penalty: 771.633728
	Iteration 0F: 3 clusters Score -155062.7 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -156711.234375 Penalty: 771.633728
	Iteration 1F: 3 clusters Score -156711.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -157382.328125 Penalty: 771.633728
	Iteration 2F: 3 clusters Score -157382.3 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -158178.625000 Penalty: 771.633728
	Iteration 3F: 3 clusters Score -158178.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -158916.640625 Penalty: 771.633728
	Iteration 4F: 3 clusters Score -158916.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -159370.750000 Penalty: 771.633728
	Iteration 5F: 3 clusters Score -159370.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -159547.421875 Penalty: 771.633728
	Iteration 6Q: 3 clusters Score -159547.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -159612.906250 Penalty: 771.633728
	Iteration 7Q: 3 clusters Score -159612.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -159638.875000 Penalty: 771.633728
	Iteration 8Q: 3 clusters Score -159638.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -159654.562500 Penalty: 771.633728
	Iteration 9Q: 3 clusters Score -159654.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -159667.500000 Penalty: 771.633728
	Iteration 10Q: 3 clusters Score -159667.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -159686.250000 Penalty: 771.633728
	Iteration 11Q: 3 clusters Score -159686.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -159696.484375 Penalty: 771.633728
	Iteration 12Q: 3 clusters Score -159696.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -159699.468750 Penalty: 771.633728
	Iteration 13Q: 3 clusters Score -159699.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -159702.000000 Penalty: 771.633728
	Iteration 14Q: 3 clusters Score -159702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -159705.406250 Penalty: 771.633728
	Iteration 15Q: 3 clusters Score -159705.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -159710.406250 Penalty: 771.633728
	Iteration 16Q: 3 clusters Score -159710.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -159712.578125 Penalty: 771.633728
	Iteration 17Q: 3 clusters Score -159712.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -159713.218750 Penalty: 771.633728
	Iteration 18Q: 3 clusters Score -159713.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -159713.437500 Penalty: 771.633728
	Iteration 19Q: 3 clusters Score -159713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -159713.718750 Penalty: 771.633728
	Iteration 20F: 3 clusters Score -159713.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -159714.609375 Penalty: 771.633728
	Iteration 21Q: 3 clusters Score -159714.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -159714.781250 Penalty: 771.633728
	Iteration 22Q: 3 clusters Score -159714.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -159714.390625 Penalty: 771.633728
	Iteration 23Q: 3 clusters Score -159714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -159714.781250 Penalty: 771.633728
	Iteration 24Q: 3 clusters Score -159714.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -159714.828125 Penalty: 771.633728
	Iteration 25Q: 3 clusters Score -159714.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -159714.953125 Penalty: 771.633728
	Iteration 26Q: 3 clusters Score -159715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -159714.968750 Penalty: 771.633728
	Iteration 27Q: 3 clusters Score -159715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -159716.125000 Penalty: 771.633728
	Iteration 28Q: 3 clusters Score -159716.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -159717.406250 Penalty: 771.633728
	Iteration 29Q: 3 clusters Score -159717.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -159717.859375 Penalty: 771.633728
	Iteration 30Q: 3 clusters Score -159717.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -159717.906250 Penalty: 771.633728
	Iteration 31Q: 3 clusters Score -159717.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -159718.328125 Penalty: 771.633728
	Iteration 32Q: 3 clusters Score -159718.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -159718.531250 Penalty: 771.633728
	Iteration 33Q: 3 clusters Score -159718.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -159718.531250 Penalty: 771.633728
	Iteration 34F: 3 clusters Score -159718.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5308 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 7804 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 2899 members 
Mstep: Class 9 contains 15087 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 232013 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 33059 members 
Mstep: Class 14 contains 15612 members 
Mstep: Class 15 contains 4349 members 
Mstep: Class 16 contains 286603 members 
Mstep: Class 17 contains 28527 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 59986 members 
Mstep: Class 20 contains 15655 members 
Mstep: Class 21 contains 5069 members 
Entering Unmasked Estep 
Score: -28314880.000000 Penalty: 12900.012695
Splitting cluster 8 changes total score from -28307274.000000 to -28314880.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 9 (15087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Entering Unmasked Estep 
Score: -570035.750000 Penalty: 437.782288
	Iteration 0F: 2 clusters Score -570035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -559949.625000 Penalty: 875.564575
	Iteration 0F: 3 clusters Score -559949.6 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -564383.562500 Penalty: 875.564575
	Iteration 1F: 3 clusters Score -564383.6 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -565312.187500 Penalty: 875.564575
	Iteration 2F: 3 clusters Score -565312.2 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -566265.062500 Penalty: 875.564575
	Iteration 3F: 3 clusters Score -566265.1 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -567099.937500 Penalty: 875.564575
	Iteration 4F: 3 clusters Score -567099.9 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -567857.812500 Penalty: 875.564575
	Iteration 5F: 3 clusters Score -567857.8 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -568632.625000 Penalty: 875.564575
	Iteration 6F: 3 clusters Score -568632.6 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -569318.062500 Penalty: 875.564575
	Iteration 7F: 3 clusters Score -569318.1 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -569803.125000 Penalty: 875.564575
	Iteration 8Q: 3 clusters Score -569803.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -570139.500000 Penalty: 875.564575
	Iteration 9Q: 3 clusters Score -570139.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -570390.875000 Penalty: 875.564575
	Iteration 10Q: 3 clusters Score -570390.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -570604.562500 Penalty: 875.564575
	Iteration 11Q: 3 clusters Score -570604.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -570780.375000 Penalty: 875.564575
	Iteration 12Q: 3 clusters Score -570780.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -570963.875000 Penalty: 875.564575
	Iteration 13Q: 3 clusters Score -570963.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -571137.000000 Penalty: 875.564575
	Iteration 14Q: 3 clusters Score -571137 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -571284.062500 Penalty: 875.564575
	Iteration 15Q: 3 clusters Score -571284.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -571404.125000 Penalty: 875.564575
	Iteration 16Q: 3 clusters Score -571404.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -571517.687500 Penalty: 875.564575
	Iteration 17Q: 3 clusters Score -571517.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -571647.250000 Penalty: 875.564575
	Iteration 18Q: 3 clusters Score -571647.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -571797.312500 Penalty: 875.564575
	Iteration 19Q: 3 clusters Score -571797.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -572057.062500 Penalty: 875.564575
	Iteration 20F: 3 clusters Score -572057.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -572517.125000 Penalty: 875.564575
	Iteration 21Q: 3 clusters Score -572517.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -572916.750000 Penalty: 875.564575
	Iteration 22Q: 3 clusters Score -572916.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -573013.875000 Penalty: 875.564575
	Iteration 23Q: 3 clusters Score -573013.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -573026.937500 Penalty: 875.564575
	Iteration 24Q: 3 clusters Score -573026.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -573028.000000 Penalty: 875.564575
	Iteration 25Q: 3 clusters Score -573028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -573029.000000 Penalty: 875.564575
	Iteration 26Q: 3 clusters Score -573029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -573028.250000 Penalty: 875.564575
	Iteration 27Q: 3 clusters Score -573028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -573029.125000 Penalty: 875.564575
	Iteration 28Q: 3 clusters Score -573029.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -573029.437500 Penalty: 875.564575
	Iteration 29Q: 3 clusters Score -573029.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -573029.437500 Penalty: 875.564575
	Iteration 30F: 3 clusters Score -573029.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5308 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 7804 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 2899 members 
Mstep: Class 9 contains 11270 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 232013 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 33059 members 
Mstep: Class 14 contains 15612 members 
Mstep: Class 15 contains 4349 members 
Mstep: Class 16 contains 286603 members 
Mstep: Class 17 contains 28527 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 59986 members 
Mstep: Class 20 contains 15655 members 
Mstep: Class 21 contains 5069 members 
Mstep: Class 22 contains 3817 members 
Entering Unmasked Estep 
Score: -28317632.000000 Penalty: 13514.298828
Splitting cluster 9 changes total score from -28307274.000000 to -28317632.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -42481.925781 Penalty: 314.029053
	Iteration 0F: 2 clusters Score -42481.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -41661.011719 Penalty: 628.058105
	Iteration 0F: 3 clusters Score -41661.01 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -41898.054688 Penalty: 628.058105
	Iteration 1F: 3 clusters Score -41898.05 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -41943.476562 Penalty: 628.058105
	Iteration 2F: 3 clusters Score -41943.48 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -41979.851562 Penalty: 628.058105
	Iteration 3F: 3 clusters Score -41979.85 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -42005.656250 Penalty: 628.058105
	Iteration 4Q: 3 clusters Score -42005.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -42014.449219 Penalty: 628.058105
	Iteration 5Q: 3 clusters Score -42014.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -42019.246094 Penalty: 628.058105
	Iteration 6Q: 3 clusters Score -42019.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -42025.453125 Penalty: 628.058105
	Iteration 7Q: 3 clusters Score -42025.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -42029.769531 Penalty: 628.058105
	Iteration 8Q: 3 clusters Score -42029.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -42032.699219 Penalty: 628.058105
	Iteration 9Q: 3 clusters Score -42032.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -42037.179688 Penalty: 628.058105
	Iteration 10Q: 3 clusters Score -42037.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -42041.644531 Penalty: 628.058105
	Iteration 11Q: 3 clusters Score -42041.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -42046.765625 Penalty: 628.058105
	Iteration 12Q: 3 clusters Score -42046.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -42052.214844 Penalty: 628.058105
	Iteration 13Q: 3 clusters Score -42052.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -42059.421875 Penalty: 628.058105
	Iteration 14Q: 3 clusters Score -42059.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -42071.359375 Penalty: 628.058105
	Iteration 15Q: 3 clusters Score -42071.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -42084.312500 Penalty: 628.058105
	Iteration 16Q: 3 clusters Score -42084.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -42097.187500 Penalty: 628.058105
	Iteration 17Q: 3 clusters Score -42097.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -42106.425781 Penalty: 628.058105
	Iteration 18Q: 3 clusters Score -42106.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -42114.324219 Penalty: 628.058105
	Iteration 19Q: 3 clusters Score -42114.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -42121.675781 Penalty: 628.058105
	Iteration 20F: 3 clusters Score -42121.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -42127.984375 Penalty: 628.058105
	Iteration 21Q: 3 clusters Score -42127.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -42129.722656 Penalty: 628.058105
	Iteration 22Q: 3 clusters Score -42129.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -42132.027344 Penalty: 628.058105
	Iteration 23Q: 3 clusters Score -42132.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -42134.769531 Penalty: 628.058105
	Iteration 24Q: 3 clusters Score -42134.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42138.972656 Penalty: 628.058105
	Iteration 25Q: 3 clusters Score -42138.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42144.222656 Penalty: 628.058105
	Iteration 26Q: 3 clusters Score -42144.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -42147.984375 Penalty: 628.058105
	Iteration 27Q: 3 clusters Score -42147.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42152.503906 Penalty: 628.058105
	Iteration 28Q: 3 clusters Score -42152.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42158.437500 Penalty: 628.058105
	Iteration 29Q: 3 clusters Score -42158.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42162.468750 Penalty: 628.058105
	Iteration 30Q: 3 clusters Score -42162.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42164.601562 Penalty: 628.058105
	Iteration 31Q: 3 clusters Score -42164.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42166.128906 Penalty: 628.058105
	Iteration 32Q: 3 clusters Score -42166.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42167.152344 Penalty: 628.058105
	Iteration 33Q: 3 clusters Score -42167.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42168.472656 Penalty: 628.058105
	Iteration 34Q: 3 clusters Score -42168.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42169.136719 Penalty: 628.058105
	Iteration 35Q: 3 clusters Score -42169.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42170.578125 Penalty: 628.058105
	Iteration 36Q: 3 clusters Score -42170.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42171.136719 Penalty: 628.058105
	Iteration 37Q: 3 clusters Score -42171.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42171.136719 Penalty: 628.058105
	Iteration 38F: 3 clusters Score -42171.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (232013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232013 members 
Entering Unmasked Estep 
Score: -9499352.000000 Penalty: 562.131958
	Iteration 0F: 2 clusters Score -9499352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116370 members 
Mstep: Class 2 contains 115643 members 
Entering Unmasked Estep 
Score: -9341677.000000 Penalty: 1124.263916
	Iteration 0F: 3 clusters Score -9341677 nChanged 114321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136617 members 
Mstep: Class 2 contains 95396 members 
Entering Unmasked Estep 
Score: -9417902.000000 Penalty: 1124.263916
	Iteration 1F: 3 clusters Score -9417902 nChanged 17547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150966 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
Score: -9429150.000000 Penalty: 1124.263916
	Iteration 2F: 3 clusters Score -9429150 nChanged 20422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168800 members 
Mstep: Class 2 contains 63213 members 
Entering Unmasked Estep 
Score: -9444713.000000 Penalty: 1124.263916
	Iteration 3F: 3 clusters Score -9444713 nChanged 19736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186950 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -9461311.000000 Penalty: 1124.263916
	Iteration 4F: 3 clusters Score -9461311 nChanged 16224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202610 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -9475839.000000 Penalty: 1124.263916
	Iteration 5F: 3 clusters Score -9475839 nChanged 11892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214362 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -9486753.000000 Penalty: 1124.263916
	Iteration 6F: 3 clusters Score -9486753 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221759 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -9493670.000000 Penalty: 1124.263916
	Iteration 7Q: 3 clusters Score -9493670 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225462 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -9497137.000000 Penalty: 1124.263916
	Iteration 8Q: 3 clusters Score -9497137 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227008 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -9498754.000000 Penalty: 1124.263916
	Iteration 9Q: 3 clusters Score -9498754 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227674 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -9499451.000000 Penalty: 1124.263916
	Iteration 10Q: 3 clusters Score -9499451 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228049 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -9499797.000000 Penalty: 1124.263916
	Iteration 11Q: 3 clusters Score -9499797 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228284 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -9500016.000000 Penalty: 1124.263916
	Iteration 12Q: 3 clusters Score -9500016 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228498 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -9500199.000000 Penalty: 1124.263916
	Iteration 13Q: 3 clusters Score -9500199 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228643 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -9500326.000000 Penalty: 1124.263916
	Iteration 14Q: 3 clusters Score -9500326 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228763 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -9500408.000000 Penalty: 1124.263916
	Iteration 15Q: 3 clusters Score -9500408 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228835 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -9500474.000000 Penalty: 1124.263916
	Iteration 16Q: 3 clusters Score -9500474 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228893 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -9500526.000000 Penalty: 1124.263916
	Iteration 17Q: 3 clusters Score -9500526 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228928 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -9500598.000000 Penalty: 1124.263916
	Iteration 18Q: 3 clusters Score -9500598 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228955 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -9500703.000000 Penalty: 1124.263916
	Iteration 19Q: 3 clusters Score -9500703 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228991 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -9500786.000000 Penalty: 1124.263916
	Iteration 20F: 3 clusters Score -9500786 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229014 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -9500861.000000 Penalty: 1124.263916
	Iteration 21Q: 3 clusters Score -9500861 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229027 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -9500953.000000 Penalty: 1124.263916
	Iteration 22Q: 3 clusters Score -9500953 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229016 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -9500990.000000 Penalty: 1124.263916
	Iteration 23Q: 3 clusters Score -9500990 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229013 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -9501037.000000 Penalty: 1124.263916
	Iteration 24Q: 3 clusters Score -9501037 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229025 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -9501051.000000 Penalty: 1124.263916
	Iteration 25Q: 3 clusters Score -9501051 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229020 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -9501067.000000 Penalty: 1124.263916
	Iteration 26Q: 3 clusters Score -9501067 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229019 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -9501098.000000 Penalty: 1124.263916
	Iteration 27Q: 3 clusters Score -9501098 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229016 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -9501137.000000 Penalty: 1124.263916
	Iteration 28Q: 3 clusters Score -9501137 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229006 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -9501153.000000 Penalty: 1124.263916
	Iteration 29Q: 3 clusters Score -9501153 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228989 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -9501152.000000 Penalty: 1124.263916
	Iteration 30Q: 3 clusters Score -9501152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228972 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -9501138.000000 Penalty: 1124.263916
	Iteration 31Q: 3 clusters Score -9501138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228968 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -9501134.000000 Penalty: 1124.263916
	Iteration 32Q: 3 clusters Score -9501134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228957 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -9501137.000000 Penalty: 1124.263916
	Iteration 33Q: 3 clusters Score -9501137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228955 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -9501140.000000 Penalty: 1124.263916
	Iteration 34Q: 3 clusters Score -9501140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228960 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -9501150.000000 Penalty: 1124.263916
	Iteration 35Q: 3 clusters Score -9501150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228964 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -9501157.000000 Penalty: 1124.263916
	Iteration 36Q: 3 clusters Score -9501157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228966 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -9501158.000000 Penalty: 1124.263916
	Iteration 37Q: 3 clusters Score -9501158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228961 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -9501151.000000 Penalty: 1124.263916
	Iteration 38Q: 3 clusters Score -9501151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228962 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -9501152.000000 Penalty: 1124.263916
	Iteration 39Q: 3 clusters Score -9501152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228964 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -9501147.000000 Penalty: 1124.263916
	Iteration 40F: 3 clusters Score -9501147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228964 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -9501159.000000 Penalty: 1124.263916
	Iteration 41Q: 3 clusters Score -9501159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228970 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -9501160.000000 Penalty: 1124.263916
	Iteration 42Q: 3 clusters Score -9501160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228975 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -9501167.000000 Penalty: 1124.263916
	Iteration 43Q: 3 clusters Score -9501167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228976 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -9501167.000000 Penalty: 1124.263916
	Iteration 44Q: 3 clusters Score -9501167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228973 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -9501166.000000 Penalty: 1124.263916
	Iteration 45Q: 3 clusters Score -9501166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228970 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -9501162.000000 Penalty: 1124.263916
	Iteration 46Q: 3 clusters Score -9501162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228964 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -9501162.000000 Penalty: 1124.263916
	Iteration 47Q: 3 clusters Score -9501162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228964 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -9501160.000000 Penalty: 1124.263916
	Iteration 48Q: 3 clusters Score -9501160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228964 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -9501159.000000 Penalty: 1124.263916
	Iteration 49Q: 3 clusters Score -9501159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228963 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -9501157.000000 Penalty: 1124.263916
	Iteration 50Q: 3 clusters Score -9501157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228964 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -9501153.000000 Penalty: 1124.263916
	Iteration 51Q: 3 clusters Score -9501153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228964 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -9501162.000000 Penalty: 1124.263916
	Iteration 52Q: 3 clusters Score -9501162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228963 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -9501158.000000 Penalty: 1124.263916
	Iteration 53Q: 3 clusters Score -9501158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228963 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -9501158.000000 Penalty: 1124.263916
	Iteration 54F: 3 clusters Score -9501158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5308 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 7804 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 2899 members 
Mstep: Class 9 contains 11270 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 228963 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 33059 members 
Mstep: Class 14 contains 15612 members 
Mstep: Class 15 contains 4349 members 
Mstep: Class 16 contains 286603 members 
Mstep: Class 17 contains 28527 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 59986 members 
Mstep: Class 20 contains 15655 members 
Mstep: Class 21 contains 5069 members 
Mstep: Class 22 contains 3817 members 
Mstep: Class 23 contains 3050 members 
Entering Unmasked Estep 
Score: -28319126.000000 Penalty: 14128.584961
Splitting cluster 11 changes total score from -28307274.000000 to -28319126.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (4214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Entering Unmasked Estep 
Score: -137525.265625 Penalty: 379.750610
	Iteration 0F: 2 clusters Score -137525.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -134662.843750 Penalty: 759.501221
	Iteration 0F: 3 clusters Score -134662.8 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -135863.625000 Penalty: 759.501221
	Iteration 1F: 3 clusters Score -135863.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -136091.234375 Penalty: 759.501221
	Iteration 2F: 3 clusters Score -136091.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -136241.687500 Penalty: 759.501221
	Iteration 3F: 3 clusters Score -136241.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -136378.437500 Penalty: 759.501221
	Iteration 4F: 3 clusters Score -136378.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -136527.453125 Penalty: 759.501221
	Iteration 5F: 3 clusters Score -136527.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -136733.656250 Penalty: 759.501221
	Iteration 6F: 3 clusters Score -136733.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -136886.812500 Penalty: 759.501221
	Iteration 7Q: 3 clusters Score -136886.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -136986.968750 Penalty: 759.501221
	Iteration 8Q: 3 clusters Score -136987 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -137061.468750 Penalty: 759.501221
	Iteration 9Q: 3 clusters Score -137061.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -137116.890625 Penalty: 759.501221
	Iteration 10Q: 3 clusters Score -137116.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -137171.875000 Penalty: 759.501221
	Iteration 11Q: 3 clusters Score -137171.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -137236.406250 Penalty: 759.501221
	Iteration 12Q: 3 clusters Score -137236.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -137305.015625 Penalty: 759.501221
	Iteration 13Q: 3 clusters Score -137305 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -137355.625000 Penalty: 759.501221
	Iteration 14Q: 3 clusters Score -137355.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -137383.093750 Penalty: 759.501221
	Iteration 15Q: 3 clusters Score -137383.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -137400.500000 Penalty: 759.501221
	Iteration 16Q: 3 clusters Score -137400.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -137412.156250 Penalty: 759.501221
	Iteration 17Q: 3 clusters Score -137412.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -137420.187500 Penalty: 759.501221
	Iteration 18Q: 3 clusters Score -137420.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -137424.515625 Penalty: 759.501221
	Iteration 19Q: 3 clusters Score -137424.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -137430.015625 Penalty: 759.501221
	Iteration 20F: 3 clusters Score -137430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -137438.203125 Penalty: 759.501221
	Iteration 21Q: 3 clusters Score -137438.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -137446.750000 Penalty: 759.501221
	Iteration 22Q: 3 clusters Score -137446.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -137454.093750 Penalty: 759.501221
	Iteration 23Q: 3 clusters Score -137454.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -137459.156250 Penalty: 759.501221
	Iteration 24Q: 3 clusters Score -137459.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -137462.343750 Penalty: 759.501221
	Iteration 25Q: 3 clusters Score -137462.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -137466.281250 Penalty: 759.501221
	Iteration 26Q: 3 clusters Score -137466.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -137469.156250 Penalty: 759.501221
	Iteration 27Q: 3 clusters Score -137469.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -137469.750000 Penalty: 759.501221
	Iteration 28Q: 3 clusters Score -137469.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -137470.031250 Penalty: 759.501221
	Iteration 29Q: 3 clusters Score -137470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -137470.031250 Penalty: 759.501221
	Iteration 30F: 3 clusters Score -137470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Entering Unmasked Estep 
Score: -1244138.750000 Penalty: 473.475220
	Iteration 0F: 2 clusters Score -1244139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -1221992.750000 Penalty: 946.950439
	Iteration 0F: 3 clusters Score -1221993 nChanged 16003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -1234491.375000 Penalty: 946.950439
	Iteration 1F: 3 clusters Score -1234491 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -1237184.375000 Penalty: 946.950439
	Iteration 2F: 3 clusters Score -1237184 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -1239376.875000 Penalty: 946.950439
	Iteration 3F: 3 clusters Score -1239377 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -1240959.625000 Penalty: 946.950439
	Iteration 4F: 3 clusters Score -1240960 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -1241942.500000 Penalty: 946.950439
	Iteration 5F: 3 clusters Score -1241942 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -1242542.250000 Penalty: 946.950439
	Iteration 6Q: 3 clusters Score -1242542 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -1242922.500000 Penalty: 946.950439
	Iteration 7Q: 3 clusters Score -1242922 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -1243222.500000 Penalty: 946.950439
	Iteration 8Q: 3 clusters Score -1243222 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -1243469.500000 Penalty: 946.950439
	Iteration 9Q: 3 clusters Score -1243470 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -1243710.750000 Penalty: 946.950439
	Iteration 10Q: 3 clusters Score -1243711 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -1243905.750000 Penalty: 946.950439
	Iteration 11Q: 3 clusters Score -1243906 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -1244069.625000 Penalty: 946.950439
	Iteration 12Q: 3 clusters Score -1244070 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -1244177.375000 Penalty: 946.950439
	Iteration 13Q: 3 clusters Score -1244177 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -1244250.500000 Penalty: 946.950439
	Iteration 14Q: 3 clusters Score -1244250 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -1244287.125000 Penalty: 946.950439
	Iteration 15Q: 3 clusters Score -1244287 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -1244313.625000 Penalty: 946.950439
	Iteration 16Q: 3 clusters Score -1244314 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -1244337.750000 Penalty: 946.950439
	Iteration 17Q: 3 clusters Score -1244338 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -1244363.625000 Penalty: 946.950439
	Iteration 18Q: 3 clusters Score -1244364 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -1244390.750000 Penalty: 946.950439
	Iteration 19Q: 3 clusters Score -1244391 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -1244424.500000 Penalty: 946.950439
	Iteration 20F: 3 clusters Score -1244424 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -1244442.375000 Penalty: 946.950439
	Iteration 21Q: 3 clusters Score -1244442 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -1244464.750000 Penalty: 946.950439
	Iteration 22Q: 3 clusters Score -1244465 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -1244483.500000 Penalty: 946.950439
	Iteration 23Q: 3 clusters Score -1244484 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -1244497.125000 Penalty: 946.950439
	Iteration 24Q: 3 clusters Score -1244497 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -1244519.125000 Penalty: 946.950439
	Iteration 25Q: 3 clusters Score -1244519 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -1244538.625000 Penalty: 946.950439
	Iteration 26Q: 3 clusters Score -1244539 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -1244550.000000 Penalty: 946.950439
	Iteration 27Q: 3 clusters Score -1244550 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -1244567.125000 Penalty: 946.950439
	Iteration 28Q: 3 clusters Score -1244567 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -1244583.625000 Penalty: 946.950439
	Iteration 29Q: 3 clusters Score -1244584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -1244604.125000 Penalty: 946.950439
	Iteration 30Q: 3 clusters Score -1244604 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -1244623.000000 Penalty: 946.950439
	Iteration 31Q: 3 clusters Score -1244623 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -1244650.125000 Penalty: 946.950439
	Iteration 32Q: 3 clusters Score -1244650 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -1244673.500000 Penalty: 946.950439
	Iteration 33Q: 3 clusters Score -1244674 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -1244707.875000 Penalty: 946.950439
	Iteration 34Q: 3 clusters Score -1244708 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -1244746.375000 Penalty: 946.950439
	Iteration 35Q: 3 clusters Score -1244746 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -1244772.375000 Penalty: 946.950439
	Iteration 36Q: 3 clusters Score -1244772 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -1244815.125000 Penalty: 946.950439
	Iteration 37Q: 3 clusters Score -1244815 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -1244854.250000 Penalty: 946.950439
	Iteration 38Q: 3 clusters Score -1244854 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -1244901.250000 Penalty: 946.950439
	Iteration 39Q: 3 clusters Score -1244901 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -1244958.250000 Penalty: 946.950439
	Iteration 40F: 3 clusters Score -1244958 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -1245027.875000 Penalty: 946.950439
	Iteration 41Q: 3 clusters Score -1245028 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -1245087.875000 Penalty: 946.950439
	Iteration 42Q: 3 clusters Score -1245088 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -1245130.750000 Penalty: 946.950439
	Iteration 43Q: 3 clusters Score -1245131 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -1245163.250000 Penalty: 946.950439
	Iteration 44Q: 3 clusters Score -1245163 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -1245174.500000 Penalty: 946.950439
	Iteration 45Q: 3 clusters Score -1245174 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -1245190.750000 Penalty: 946.950439
	Iteration 46Q: 3 clusters Score -1245191 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -1245196.125000 Penalty: 946.950439
	Iteration 47Q: 3 clusters Score -1245196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -1245197.875000 Penalty: 946.950439
	Iteration 48Q: 3 clusters Score -1245198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -1245197.250000 Penalty: 946.950439
	Iteration 49Q: 3 clusters Score -1245197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -1245200.250000 Penalty: 946.950439
	Iteration 50Q: 3 clusters Score -1245200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -1245201.500000 Penalty: 946.950439
	Iteration 51Q: 3 clusters Score -1245202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -1245207.250000 Penalty: 946.950439
	Iteration 52Q: 3 clusters Score -1245207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -1245205.750000 Penalty: 946.950439
	Iteration 53Q: 3 clusters Score -1245206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -1245206.625000 Penalty: 946.950439
	Iteration 54Q: 3 clusters Score -1245207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -1245208.250000 Penalty: 946.950439
	Iteration 55Q: 3 clusters Score -1245208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -1245207.500000 Penalty: 946.950439
	Iteration 56Q: 3 clusters Score -1245208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -1245206.750000 Penalty: 946.950439
	Iteration 57Q: 3 clusters Score -1245207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -1245206.875000 Penalty: 946.950439
	Iteration 58Q: 3 clusters Score -1245207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -1245207.125000 Penalty: 946.950439
	Iteration 59Q: 3 clusters Score -1245207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -1245207.125000 Penalty: 946.950439
	Iteration 60F: 3 clusters Score -1245207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5308 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 7804 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 2899 members 
Mstep: Class 9 contains 11270 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 228963 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 3410 members 
Mstep: Class 14 contains 15612 members 
Mstep: Class 15 contains 4349 members 
Mstep: Class 16 contains 286603 members 
Mstep: Class 17 contains 28527 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 59986 members 
Mstep: Class 20 contains 15655 members 
Mstep: Class 21 contains 5069 members 
Mstep: Class 22 contains 3817 members 
Mstep: Class 23 contains 3050 members 
Mstep: Class 24 contains 29649 members 
Entering Unmasked Estep 
Score: -28320074.000000 Penalty: 14742.872070
Splitting cluster 13 changes total score from -28307274.000000 to -28320074.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (15612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Entering Unmasked Estep 
Score: -614256.625000 Penalty: 439.338684
	Iteration 0F: 2 clusters Score -614256.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -603913.562500 Penalty: 878.677368
	Iteration 0F: 3 clusters Score -603913.6 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -608321.250000 Penalty: 878.677368
	Iteration 1F: 3 clusters Score -608321.2 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -608981.250000 Penalty: 878.677368
	Iteration 2F: 3 clusters Score -608981.2 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -610118.750000 Penalty: 878.677368
	Iteration 3F: 3 clusters Score -610118.8 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -611356.750000 Penalty: 878.677368
	Iteration 4F: 3 clusters Score -611356.8 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -612319.625000 Penalty: 878.677368
	Iteration 5F: 3 clusters Score -612319.6 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -613030.062500 Penalty: 878.677368
	Iteration 6F: 3 clusters Score -613030.1 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -613459.062500 Penalty: 878.677368
	Iteration 7Q: 3 clusters Score -613459.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -613769.125000 Penalty: 878.677368
	Iteration 8Q: 3 clusters Score -613769.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -613987.375000 Penalty: 878.677368
	Iteration 9Q: 3 clusters Score -613987.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -614158.812500 Penalty: 878.677368
	Iteration 10Q: 3 clusters Score -614158.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -614278.437500 Penalty: 878.677368
	Iteration 11Q: 3 clusters Score -614278.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -614356.687500 Penalty: 878.677368
	Iteration 12Q: 3 clusters Score -614356.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -614405.125000 Penalty: 878.677368
	Iteration 13Q: 3 clusters Score -614405.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -614453.000000 Penalty: 878.677368
	Iteration 14Q: 3 clusters Score -614453 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -614490.937500 Penalty: 878.677368
	Iteration 15Q: 3 clusters Score -614490.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -614519.125000 Penalty: 878.677368
	Iteration 16Q: 3 clusters Score -614519.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -614538.750000 Penalty: 878.677368
	Iteration 17Q: 3 clusters Score -614538.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -614556.750000 Penalty: 878.677368
	Iteration 18Q: 3 clusters Score -614556.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -614566.500000 Penalty: 878.677368
	Iteration 19Q: 3 clusters Score -614566.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -614573.937500 Penalty: 878.677368
	Iteration 20F: 3 clusters Score -614573.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -614579.687500 Penalty: 878.677368
	Iteration 21Q: 3 clusters Score -614579.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -614585.000000 Penalty: 878.677368
	Iteration 22Q: 3 clusters Score -614585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -614591.312500 Penalty: 878.677368
	Iteration 23Q: 3 clusters Score -614591.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -614596.375000 Penalty: 878.677368
	Iteration 24Q: 3 clusters Score -614596.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -614602.312500 Penalty: 878.677368
	Iteration 25Q: 3 clusters Score -614602.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -614607.375000 Penalty: 878.677368
	Iteration 26Q: 3 clusters Score -614607.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -614609.062500 Penalty: 878.677368
	Iteration 27Q: 3 clusters Score -614609.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -614610.375000 Penalty: 878.677368
	Iteration 28Q: 3 clusters Score -614610.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -614613.562500 Penalty: 878.677368
	Iteration 29Q: 3 clusters Score -614613.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -614614.125000 Penalty: 878.677368
	Iteration 30Q: 3 clusters Score -614614.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -614615.812500 Penalty: 878.677368
	Iteration 31Q: 3 clusters Score -614615.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -614615.625000 Penalty: 878.677368
	Iteration 32Q: 3 clusters Score -614615.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -614618.562500 Penalty: 878.677368
	Iteration 33Q: 3 clusters Score -614618.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -614619.937500 Penalty: 878.677368
	Iteration 34Q: 3 clusters Score -614619.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -614619.500000 Penalty: 878.677368
	Iteration 35Q: 3 clusters Score -614619.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -614620.375000 Penalty: 878.677368
	Iteration 36Q: 3 clusters Score -614620.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -614621.250000 Penalty: 878.677368
	Iteration 37Q: 3 clusters Score -614621.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -614621.750000 Penalty: 878.677368
	Iteration 38Q: 3 clusters Score -614621.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -614622.312500 Penalty: 878.677368
	Iteration 39Q: 3 clusters Score -614622.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -614622.437500 Penalty: 878.677368
	Iteration 40F: 3 clusters Score -614622.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -614623.812500 Penalty: 878.677368
	Iteration 41Q: 3 clusters Score -614623.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -614623.375000 Penalty: 878.677368
	Iteration 42Q: 3 clusters Score -614623.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -614623.375000 Penalty: 878.677368
	Iteration 43F: 3 clusters Score -614623.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5308 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 7804 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 2899 members 
Mstep: Class 9 contains 11270 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 228963 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 3410 members 
Mstep: Class 14 contains 14358 members 
Mstep: Class 15 contains 4349 members 
Mstep: Class 16 contains 286603 members 
Mstep: Class 17 contains 28527 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 59986 members 
Mstep: Class 20 contains 15655 members 
Mstep: Class 21 contains 5069 members 
Mstep: Class 22 contains 3817 members 
Mstep: Class 23 contains 3050 members 
Mstep: Class 24 contains 29649 members 
Mstep: Class 25 contains 1254 members 
Entering Unmasked Estep 
Score: -28320210.000000 Penalty: 15357.158203
Splitting cluster 14 changes total score from -28307274.000000 to -28320210.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (4349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Entering Unmasked Estep 
Score: -169825.093750 Penalty: 381.185394
	Iteration 0F: 2 clusters Score -169825.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -166879.312500 Penalty: 762.370789
	Iteration 0F: 3 clusters Score -166879.3 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -167998.062500 Penalty: 762.370789
	Iteration 1F: 3 clusters Score -167998.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -168192.531250 Penalty: 762.370789
	Iteration 2F: 3 clusters Score -168192.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -168630.640625 Penalty: 762.370789
	Iteration 3F: 3 clusters Score -168630.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -169467.828125 Penalty: 762.370789
	Iteration 4F: 3 clusters Score -169467.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -170159.953125 Penalty: 762.370789
	Iteration 5F: 3 clusters Score -170160 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -170445.640625 Penalty: 762.370789
	Iteration 6F: 3 clusters Score -170445.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -170564.375000 Penalty: 762.370789
	Iteration 7Q: 3 clusters Score -170564.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -170655.343750 Penalty: 762.370789
	Iteration 8Q: 3 clusters Score -170655.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -170738.765625 Penalty: 762.370789
	Iteration 9Q: 3 clusters Score -170738.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -170804.515625 Penalty: 762.370789
	Iteration 10Q: 3 clusters Score -170804.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -170832.718750 Penalty: 762.370789
	Iteration 11Q: 3 clusters Score -170832.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -170849.484375 Penalty: 762.370789
	Iteration 12Q: 3 clusters Score -170849.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -170855.562500 Penalty: 762.370789
	Iteration 13Q: 3 clusters Score -170855.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -170857.859375 Penalty: 762.370789
	Iteration 14Q: 3 clusters Score -170857.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -170858.421875 Penalty: 762.370789
	Iteration 15Q: 3 clusters Score -170858.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -170858.953125 Penalty: 762.370789
	Iteration 16Q: 3 clusters Score -170859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -170860.234375 Penalty: 762.370789
	Iteration 17Q: 3 clusters Score -170860.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -170863.718750 Penalty: 762.370789
	Iteration 18Q: 3 clusters Score -170863.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -170868.250000 Penalty: 762.370789
	Iteration 19Q: 3 clusters Score -170868.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -170870.890625 Penalty: 762.370789
	Iteration 20F: 3 clusters Score -170870.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -170872.125000 Penalty: 762.370789
	Iteration 21Q: 3 clusters Score -170872.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -170873.390625 Penalty: 762.370789
	Iteration 22Q: 3 clusters Score -170873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -170874.234375 Penalty: 762.370789
	Iteration 23Q: 3 clusters Score -170874.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -170875.609375 Penalty: 762.370789
	Iteration 24Q: 3 clusters Score -170875.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -170876.140625 Penalty: 762.370789
	Iteration 25Q: 3 clusters Score -170876.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -170879.687500 Penalty: 762.370789
	Iteration 26Q: 3 clusters Score -170879.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -170882.828125 Penalty: 762.370789
	Iteration 27Q: 3 clusters Score -170882.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -170885.171875 Penalty: 762.370789
	Iteration 28Q: 3 clusters Score -170885.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -170888.421875 Penalty: 762.370789
	Iteration 29Q: 3 clusters Score -170888.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -170893.171875 Penalty: 762.370789
	Iteration 30Q: 3 clusters Score -170893.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -170899.593750 Penalty: 762.370789
	Iteration 31Q: 3 clusters Score -170899.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -170900.375000 Penalty: 762.370789
	Iteration 32Q: 3 clusters Score -170900.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -170900.531250 Penalty: 762.370789
	Iteration 33Q: 3 clusters Score -170900.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -170900.734375 Penalty: 762.370789
	Iteration 34Q: 3 clusters Score -170900.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -170901.000000 Penalty: 762.370789
	Iteration 35Q: 3 clusters Score -170901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -170901.937500 Penalty: 762.370789
	Iteration 36Q: 3 clusters Score -170901.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -170903.796875 Penalty: 762.370789
	Iteration 37Q: 3 clusters Score -170903.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -170905.140625 Penalty: 762.370789
	Iteration 38Q: 3 clusters Score -170905.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -170905.312500 Penalty: 762.370789
	Iteration 39Q: 3 clusters Score -170905.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -170905.312500 Penalty: 762.370789
	Iteration 40F: 3 clusters Score -170905.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -170905.531250 Penalty: 762.370789
	Iteration 41Q: 3 clusters Score -170905.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -170905.531250 Penalty: 762.370789
	Iteration 42F: 3 clusters Score -170905.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5308 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 7804 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 2899 members 
Mstep: Class 9 contains 11270 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 228963 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 3410 members 
Mstep: Class 14 contains 14358 members 
Mstep: Class 15 contains 1086 members 
Mstep: Class 16 contains 286603 members 
Mstep: Class 17 contains 28527 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 59986 members 
Mstep: Class 20 contains 15655 members 
Mstep: Class 21 contains 5069 members 
Mstep: Class 22 contains 3817 members 
Mstep: Class 23 contains 3050 members 
Mstep: Class 24 contains 29649 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3263 members 
Entering Unmasked Estep 
Score: -28321108.000000 Penalty: 15971.444336
Splitting cluster 15 changes total score from -28307274.000000 to -28321108.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (286603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286603 members 
Entering Unmasked Estep 
Score: -11893732.000000 Penalty: 571.746338
	Iteration 0F: 2 clusters Score -1.189373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143598 members 
Mstep: Class 2 contains 143005 members 
Entering Unmasked Estep 
Score: -11698260.000000 Penalty: 1143.492676
	Iteration 0F: 3 clusters Score -1.169826e+07 nChanged 141360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159660 members 
Mstep: Class 2 contains 126943 members 
Entering Unmasked Estep 
Score: -11788511.000000 Penalty: 1143.492676
	Iteration 1F: 3 clusters Score -1.178851e+07 nChanged 14006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170500 members 
Mstep: Class 2 contains 116103 members 
Entering Unmasked Estep 
Score: -11795033.000000 Penalty: 1143.492676
	Iteration 2Q: 3 clusters Score -1.179503e+07 nChanged 17650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185706 members 
Mstep: Class 2 contains 100897 members 
Entering Unmasked Estep 
Score: -11805512.000000 Penalty: 1143.492676
	Iteration 3F: 3 clusters Score -1.180551e+07 nChanged 20817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204981 members 
Mstep: Class 2 contains 81622 members 
Entering Unmasked Estep 
Score: -11820637.000000 Penalty: 1143.492676
	Iteration 4F: 3 clusters Score -1.182064e+07 nChanged 21661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225900 members 
Mstep: Class 2 contains 60703 members 
Entering Unmasked Estep 
Score: -11838246.000000 Penalty: 1143.492676
	Iteration 5F: 3 clusters Score -1.183825e+07 nChanged 20007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245655 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -11855952.000000 Penalty: 1143.492676
	Iteration 6F: 3 clusters Score -1.185595e+07 nChanged 16397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261996 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -11870930.000000 Penalty: 1143.492676
	Iteration 7F: 3 clusters Score -1.187093e+07 nChanged 11546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273528 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -11881470.000000 Penalty: 1143.492676
	Iteration 8Q: 3 clusters Score -1.188147e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280633 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -11888110.000000 Penalty: 1143.492676
	Iteration 9Q: 3 clusters Score -1.188811e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284265 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -11891391.000000 Penalty: 1143.492676
	Iteration 10Q: 3 clusters Score -1.189139e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285708 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11892615.000000 Penalty: 1143.492676
	Iteration 11Q: 3 clusters Score -1.189262e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286205 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -11893027.000000 Penalty: 1143.492676
	Iteration 12Q: 3 clusters Score -1.189303e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286358 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -11893132.000000 Penalty: 1143.492676
	Iteration 13Q: 3 clusters Score -1.189313e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286416 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -11893191.000000 Penalty: 1143.492676
	Iteration 14Q: 3 clusters Score -1.189319e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286445 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11893206.000000 Penalty: 1143.492676
	Iteration 15Q: 3 clusters Score -1.189321e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286459 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11893247.000000 Penalty: 1143.492676
	Iteration 16Q: 3 clusters Score -1.189325e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286468 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11893267.000000 Penalty: 1143.492676
	Iteration 17Q: 3 clusters Score -1.189327e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286464 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11893279.000000 Penalty: 1143.492676
	Iteration 18Q: 3 clusters Score -1.189328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286461 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11893294.000000 Penalty: 1143.492676
	Iteration 19Q: 3 clusters Score -1.189329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286463 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11893306.000000 Penalty: 1143.492676
	Iteration 20F: 3 clusters Score -1.189331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286465 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11893316.000000 Penalty: 1143.492676
	Iteration 21Q: 3 clusters Score -1.189332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286467 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11893318.000000 Penalty: 1143.492676
	Iteration 22Q: 3 clusters Score -1.189332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286464 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11893328.000000 Penalty: 1143.492676
	Iteration 23Q: 3 clusters Score -1.189333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286463 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11893329.000000 Penalty: 1143.492676
	Iteration 24Q: 3 clusters Score -1.189333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286457 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11893329.000000 Penalty: 1143.492676
	Iteration 25Q: 3 clusters Score -1.189333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286457 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11893333.000000 Penalty: 1143.492676
	Iteration 26Q: 3 clusters Score -1.189333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286455 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11893332.000000 Penalty: 1143.492676
	Iteration 27Q: 3 clusters Score -1.189333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286453 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11893330.000000 Penalty: 1143.492676
	Iteration 28Q: 3 clusters Score -1.189333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286453 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11893334.000000 Penalty: 1143.492676
	Iteration 29Q: 3 clusters Score -1.189333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286452 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11893338.000000 Penalty: 1143.492676
	Iteration 30Q: 3 clusters Score -1.189334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286452 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11893338.000000 Penalty: 1143.492676
	Iteration 31F: 3 clusters Score -1.189334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Entering Unmasked Estep 
Score: -1159445.000000 Penalty: 466.766571
	Iteration 0F: 2 clusters Score -1159445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1140348.625000 Penalty: 933.533142
	Iteration 0F: 3 clusters Score -1140349 nChanged 13702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1149307.750000 Penalty: 933.533142
	Iteration 1F: 3 clusters Score -1149308 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1150076.750000 Penalty: 933.533142
	Iteration 2F: 3 clusters Score -1150077 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1151052.375000 Penalty: 933.533142
	Iteration 3F: 3 clusters Score -1151052 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1152321.250000 Penalty: 933.533142
	Iteration 4F: 3 clusters Score -1152321 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1153900.625000 Penalty: 933.533142
	Iteration 5F: 3 clusters Score -1153901 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1155392.250000 Penalty: 933.533142
	Iteration 6F: 3 clusters Score -1155392 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1156425.500000 Penalty: 933.533142
	Iteration 7F: 3 clusters Score -1156426 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1157013.625000 Penalty: 933.533142
	Iteration 8Q: 3 clusters Score -1157014 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1157460.250000 Penalty: 933.533142
	Iteration 9Q: 3 clusters Score -1157460 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1157810.500000 Penalty: 933.533142
	Iteration 10Q: 3 clusters Score -1157810 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1158120.125000 Penalty: 933.533142
	Iteration 11Q: 3 clusters Score -1158120 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1158363.875000 Penalty: 933.533142
	Iteration 12Q: 3 clusters Score -1158364 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1158564.500000 Penalty: 933.533142
	Iteration 13Q: 3 clusters Score -1158564 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1158699.750000 Penalty: 933.533142
	Iteration 14Q: 3 clusters Score -1158700 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1158798.000000 Penalty: 933.533142
	Iteration 15Q: 3 clusters Score -1158798 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1158887.875000 Penalty: 933.533142
	Iteration 16Q: 3 clusters Score -1158888 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1158988.875000 Penalty: 933.533142
	Iteration 17Q: 3 clusters Score -1158989 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1159069.250000 Penalty: 933.533142
	Iteration 18Q: 3 clusters Score -1159069 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1159134.875000 Penalty: 933.533142
	Iteration 19Q: 3 clusters Score -1159135 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1159196.250000 Penalty: 933.533142
	Iteration 20F: 3 clusters Score -1159196 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1159246.625000 Penalty: 933.533142
	Iteration 21Q: 3 clusters Score -1159247 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1159274.625000 Penalty: 933.533142
	Iteration 22Q: 3 clusters Score -1159275 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1159300.375000 Penalty: 933.533142
	Iteration 23Q: 3 clusters Score -1159300 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1159329.250000 Penalty: 933.533142
	Iteration 24Q: 3 clusters Score -1159329 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1159354.250000 Penalty: 933.533142
	Iteration 25Q: 3 clusters Score -1159354 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1159376.500000 Penalty: 933.533142
	Iteration 26Q: 3 clusters Score -1159376 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1159403.625000 Penalty: 933.533142
	Iteration 27Q: 3 clusters Score -1159404 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1159424.750000 Penalty: 933.533142
	Iteration 28Q: 3 clusters Score -1159425 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1159443.375000 Penalty: 933.533142
	Iteration 29Q: 3 clusters Score -1159443 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1159466.375000 Penalty: 933.533142
	Iteration 30Q: 3 clusters Score -1159466 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1159485.625000 Penalty: 933.533142
	Iteration 31Q: 3 clusters Score -1159486 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1159490.250000 Penalty: 933.533142
	Iteration 32Q: 3 clusters Score -1159490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1159507.375000 Penalty: 933.533142
	Iteration 33Q: 3 clusters Score -1159507 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1159516.500000 Penalty: 933.533142
	Iteration 34Q: 3 clusters Score -1159516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1159530.375000 Penalty: 933.533142
	Iteration 35Q: 3 clusters Score -1159530 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1159542.375000 Penalty: 933.533142
	Iteration 36Q: 3 clusters Score -1159542 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1159546.250000 Penalty: 933.533142
	Iteration 37Q: 3 clusters Score -1159546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1159555.000000 Penalty: 933.533142
	Iteration 38Q: 3 clusters Score -1159555 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1159559.125000 Penalty: 933.533142
	Iteration 39Q: 3 clusters Score -1159559 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1159564.750000 Penalty: 933.533142
	Iteration 40F: 3 clusters Score -1159565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1159571.500000 Penalty: 933.533142
	Iteration 41Q: 3 clusters Score -1159572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1159578.875000 Penalty: 933.533142
	Iteration 42Q: 3 clusters Score -1159579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1159582.750000 Penalty: 933.533142
	Iteration 43Q: 3 clusters Score -1159583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1159581.750000 Penalty: 933.533142
	Iteration 44Q: 3 clusters Score -1159582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1159582.125000 Penalty: 933.533142
	Iteration 45Q: 3 clusters Score -1159582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1159584.125000 Penalty: 933.533142
	Iteration 46Q: 3 clusters Score -1159584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1159585.625000 Penalty: 933.533142
	Iteration 47Q: 3 clusters Score -1159586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1159585.000000 Penalty: 933.533142
	Iteration 48Q: 3 clusters Score -1159585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1159588.375000 Penalty: 933.533142
	Iteration 49Q: 3 clusters Score -1159588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1159588.750000 Penalty: 933.533142
	Iteration 50Q: 3 clusters Score -1159589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1159592.375000 Penalty: 933.533142
	Iteration 51Q: 3 clusters Score -1159592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1159592.000000 Penalty: 933.533142
	Iteration 52Q: 3 clusters Score -1159592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1159592.500000 Penalty: 933.533142
	Iteration 53Q: 3 clusters Score -1159592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1159592.750000 Penalty: 933.533142
	Iteration 54Q: 3 clusters Score -1159593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1159592.375000 Penalty: 933.533142
	Iteration 55Q: 3 clusters Score -1159592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1159592.000000 Penalty: 933.533142
	Iteration 56Q: 3 clusters Score -1159592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1159591.750000 Penalty: 933.533142
	Iteration 57Q: 3 clusters Score -1159592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1159591.750000 Penalty: 933.533142
	Iteration 58F: 3 clusters Score -1159592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5308 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 7804 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 2899 members 
Mstep: Class 9 contains 11270 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 228963 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 3410 members 
Mstep: Class 14 contains 14358 members 
Mstep: Class 15 contains 1086 members 
Mstep: Class 16 contains 286603 members 
Mstep: Class 17 contains 26128 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 59986 members 
Mstep: Class 20 contains 15655 members 
Mstep: Class 21 contains 5069 members 
Mstep: Class 22 contains 3817 members 
Mstep: Class 23 contains 3050 members 
Mstep: Class 24 contains 29649 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3263 members 
Mstep: Class 27 contains 2399 members 
Entering Unmasked Estep 
Score: -28321004.000000 Penalty: 16585.730469
Splitting cluster 17 changes total score from -28307274.000000 to -28321004.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (3339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Entering Unmasked Estep 
Score: -129233.414062 Penalty: 369.160889
	Iteration 0F: 2 clusters Score -129233.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -126953.296875 Penalty: 738.321777
	Iteration 0F: 3 clusters Score -126953.3 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -127813.296875 Penalty: 738.321777
	Iteration 1F: 3 clusters Score -127813.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -128004.203125 Penalty: 738.321777
	Iteration 2F: 3 clusters Score -128004.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -128196.421875 Penalty: 738.321777
	Iteration 3F: 3 clusters Score -128196.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -128374.554688 Penalty: 738.321777
	Iteration 4F: 3 clusters Score -128374.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -128544.328125 Penalty: 738.321777
	Iteration 5F: 3 clusters Score -128544.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -128662.570312 Penalty: 738.321777
	Iteration 6Q: 3 clusters Score -128662.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -128723.750000 Penalty: 738.321777
	Iteration 7Q: 3 clusters Score -128723.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -128768.101562 Penalty: 738.321777
	Iteration 8Q: 3 clusters Score -128768.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -128809.734375 Penalty: 738.321777
	Iteration 9Q: 3 clusters Score -128809.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -128842.335938 Penalty: 738.321777
	Iteration 10Q: 3 clusters Score -128842.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -128864.648438 Penalty: 738.321777
	Iteration 11Q: 3 clusters Score -128864.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -128883.781250 Penalty: 738.321777
	Iteration 12Q: 3 clusters Score -128883.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -128898.796875 Penalty: 738.321777
	Iteration 13Q: 3 clusters Score -128898.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -128910.203125 Penalty: 738.321777
	Iteration 14Q: 3 clusters Score -128910.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -128924.562500 Penalty: 738.321777
	Iteration 15Q: 3 clusters Score -128924.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -128940.031250 Penalty: 738.321777
	Iteration 16Q: 3 clusters Score -128940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -128952.859375 Penalty: 738.321777
	Iteration 17Q: 3 clusters Score -128952.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -128965.140625 Penalty: 738.321777
	Iteration 18Q: 3 clusters Score -128965.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -128973.429688 Penalty: 738.321777
	Iteration 19Q: 3 clusters Score -128973.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -128976.734375 Penalty: 738.321777
	Iteration 20F: 3 clusters Score -128976.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -128981.296875 Penalty: 738.321777
	Iteration 21Q: 3 clusters Score -128981.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -128985.679688 Penalty: 738.321777
	Iteration 22Q: 3 clusters Score -128985.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -128989.539062 Penalty: 738.321777
	Iteration 23Q: 3 clusters Score -128989.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -128997.539062 Penalty: 738.321777
	Iteration 24Q: 3 clusters Score -128997.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -129003.750000 Penalty: 738.321777
	Iteration 25Q: 3 clusters Score -129003.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -129010.906250 Penalty: 738.321777
	Iteration 26Q: 3 clusters Score -129010.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -129014.023438 Penalty: 738.321777
	Iteration 27Q: 3 clusters Score -129014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -129015.078125 Penalty: 738.321777
	Iteration 28Q: 3 clusters Score -129015.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -129016.132812 Penalty: 738.321777
	Iteration 29Q: 3 clusters Score -129016.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -129017.804688 Penalty: 738.321777
	Iteration 30Q: 3 clusters Score -129017.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -129018.585938 Penalty: 738.321777
	Iteration 31Q: 3 clusters Score -129018.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -129019.156250 Penalty: 738.321777
	Iteration 32Q: 3 clusters Score -129019.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -129019.757812 Penalty: 738.321777
	Iteration 33Q: 3 clusters Score -129019.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -129020.484375 Penalty: 738.321777
	Iteration 34Q: 3 clusters Score -129020.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -129022.156250 Penalty: 738.321777
	Iteration 35Q: 3 clusters Score -129022.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -129023.492188 Penalty: 738.321777
	Iteration 36Q: 3 clusters Score -129023.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -129023.781250 Penalty: 738.321777
	Iteration 37Q: 3 clusters Score -129023.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -129023.781250 Penalty: 738.321777
	Iteration 38F: 3 clusters Score -129023.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (59986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59986 members 
Entering Unmasked Estep 
Score: -2397351.250000 Penalty: 500.584930
	Iteration 0F: 2 clusters Score -2397351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -2357108.500000 Penalty: 1001.169861
	Iteration 0F: 3 clusters Score -2357108 nChanged 29088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -2374906.500000 Penalty: 1001.169861
	Iteration 1F: 3 clusters Score -2374906 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -2376721.500000 Penalty: 1001.169861
	Iteration 2F: 3 clusters Score -2376722 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2379994.250000 Penalty: 1001.169861
	Iteration 3F: 3 clusters Score -2379994 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2385025.000000 Penalty: 1001.169861
	Iteration 4F: 3 clusters Score -2385025 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2389947.500000 Penalty: 1001.169861
	Iteration 5F: 3 clusters Score -2389948 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2393354.500000 Penalty: 1001.169861
	Iteration 6F: 3 clusters Score -2393354 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2395251.750000 Penalty: 1001.169861
	Iteration 7Q: 3 clusters Score -2395252 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57380 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2396426.500000 Penalty: 1001.169861
	Iteration 8Q: 3 clusters Score -2396426 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2397016.750000 Penalty: 1001.169861
	Iteration 9Q: 3 clusters Score -2397017 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58054 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2397285.000000 Penalty: 1001.169861
	Iteration 10Q: 3 clusters Score -2397285 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2397383.000000 Penalty: 1001.169861
	Iteration 11Q: 3 clusters Score -2397383 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2397428.250000 Penalty: 1001.169861
	Iteration 12Q: 3 clusters Score -2397428 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2397455.250000 Penalty: 1001.169861
	Iteration 13Q: 3 clusters Score -2397455 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2397474.000000 Penalty: 1001.169861
	Iteration 14Q: 3 clusters Score -2397474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2397483.000000 Penalty: 1001.169861
	Iteration 15Q: 3 clusters Score -2397483 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2397490.250000 Penalty: 1001.169861
	Iteration 16Q: 3 clusters Score -2397490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2397498.750000 Penalty: 1001.169861
	Iteration 17Q: 3 clusters Score -2397499 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2397506.500000 Penalty: 1001.169861
	Iteration 18Q: 3 clusters Score -2397506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2397512.250000 Penalty: 1001.169861
	Iteration 19Q: 3 clusters Score -2397512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2397516.000000 Penalty: 1001.169861
	Iteration 20F: 3 clusters Score -2397516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2397516.250000 Penalty: 1001.169861
	Iteration 21Q: 3 clusters Score -2397516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2397514.000000 Penalty: 1001.169861
	Iteration 22Q: 3 clusters Score -2397514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2397521.250000 Penalty: 1001.169861
	Iteration 23Q: 3 clusters Score -2397521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2397518.750000 Penalty: 1001.169861
	Iteration 24Q: 3 clusters Score -2397519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2397521.000000 Penalty: 1001.169861
	Iteration 25Q: 3 clusters Score -2397521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2397517.000000 Penalty: 1001.169861
	Iteration 26Q: 3 clusters Score -2397517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2397520.750000 Penalty: 1001.169861
	Iteration 27Q: 3 clusters Score -2397521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2397519.500000 Penalty: 1001.169861
	Iteration 28Q: 3 clusters Score -2397520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2397516.250000 Penalty: 1001.169861
	Iteration 29Q: 3 clusters Score -2397516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2397517.000000 Penalty: 1001.169861
	Iteration 30Q: 3 clusters Score -2397517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2397517.750000 Penalty: 1001.169861
	Iteration 31Q: 3 clusters Score -2397518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58651 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2397524.250000 Penalty: 1001.169861
	Iteration 32Q: 3 clusters Score -2397524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58651 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2397524.250000 Penalty: 1001.169861
	Iteration 33F: 3 clusters Score -2397524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5308 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 7804 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 2899 members 
Mstep: Class 9 contains 11270 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 228963 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 3410 members 
Mstep: Class 14 contains 14358 members 
Mstep: Class 15 contains 1086 members 
Mstep: Class 16 contains 286603 members 
Mstep: Class 17 contains 26128 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 58651 members 
Mstep: Class 20 contains 15655 members 
Mstep: Class 21 contains 5069 members 
Mstep: Class 22 contains 3817 members 
Mstep: Class 23 contains 3050 members 
Mstep: Class 24 contains 29649 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3263 members 
Mstep: Class 27 contains 2399 members 
Mstep: Class 28 contains 1335 members 
Entering Unmasked Estep 
Score: -28320968.000000 Penalty: 17200.017578
Splitting cluster 19 changes total score from -28307274.000000 to -28320968.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (15655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Entering Unmasked Estep 
Score: -597505.937500 Penalty: 439.463806
	Iteration 0F: 2 clusters Score -597505.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -587045.062500 Penalty: 878.927612
	Iteration 0F: 3 clusters Score -587045.1 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -592012.687500 Penalty: 878.927612
	Iteration 1F: 3 clusters Score -592012.7 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -593293.750000 Penalty: 878.927612
	Iteration 2F: 3 clusters Score -593293.8 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -594755.187500 Penalty: 878.927612
	Iteration 3F: 3 clusters Score -594755.2 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -596164.437500 Penalty: 878.927612
	Iteration 4F: 3 clusters Score -596164.4 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -597275.375000 Penalty: 878.927612
	Iteration 5F: 3 clusters Score -597275.4 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -598044.687500 Penalty: 878.927612
	Iteration 6F: 3 clusters Score -598044.7 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -598532.125000 Penalty: 878.927612
	Iteration 7Q: 3 clusters Score -598532.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -598906.625000 Penalty: 878.927612
	Iteration 8Q: 3 clusters Score -598906.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -599201.500000 Penalty: 878.927612
	Iteration 9Q: 3 clusters Score -599201.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -599390.875000 Penalty: 878.927612
	Iteration 10Q: 3 clusters Score -599390.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -599476.687500 Penalty: 878.927612
	Iteration 11Q: 3 clusters Score -599476.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -599539.375000 Penalty: 878.927612
	Iteration 12Q: 3 clusters Score -599539.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -599580.250000 Penalty: 878.927612
	Iteration 13Q: 3 clusters Score -599580.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -599615.937500 Penalty: 878.927612
	Iteration 14Q: 3 clusters Score -599615.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -599643.375000 Penalty: 878.927612
	Iteration 15Q: 3 clusters Score -599643.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -599678.062500 Penalty: 878.927612
	Iteration 16Q: 3 clusters Score -599678.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -599721.000000 Penalty: 878.927612
	Iteration 17Q: 3 clusters Score -599721 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -599775.375000 Penalty: 878.927612
	Iteration 18Q: 3 clusters Score -599775.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -599813.000000 Penalty: 878.927612
	Iteration 19Q: 3 clusters Score -599813 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -599846.312500 Penalty: 878.927612
	Iteration 20F: 3 clusters Score -599846.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -599878.062500 Penalty: 878.927612
	Iteration 21Q: 3 clusters Score -599878.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -599902.687500 Penalty: 878.927612
	Iteration 22Q: 3 clusters Score -599902.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -599928.875000 Penalty: 878.927612
	Iteration 23Q: 3 clusters Score -599928.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -599948.812500 Penalty: 878.927612
	Iteration 24Q: 3 clusters Score -599948.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -599983.937500 Penalty: 878.927612
	Iteration 25Q: 3 clusters Score -599983.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -600017.875000 Penalty: 878.927612
	Iteration 26Q: 3 clusters Score -600017.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -600040.750000 Penalty: 878.927612
	Iteration 27Q: 3 clusters Score -600040.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -600048.375000 Penalty: 878.927612
	Iteration 28Q: 3 clusters Score -600048.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -600050.937500 Penalty: 878.927612
	Iteration 29Q: 3 clusters Score -600050.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -600053.687500 Penalty: 878.927612
	Iteration 30Q: 3 clusters Score -600053.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -600054.437500 Penalty: 878.927612
	Iteration 31Q: 3 clusters Score -600054.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -600054.687500 Penalty: 878.927612
	Iteration 32Q: 3 clusters Score -600054.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -600055.812500 Penalty: 878.927612
	Iteration 33Q: 3 clusters Score -600055.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -600055.812500 Penalty: 878.927612
	Iteration 34Q: 3 clusters Score -600055.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -600056.375000 Penalty: 878.927612
	Iteration 35Q: 3 clusters Score -600056.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -600057.812500 Penalty: 878.927612
	Iteration 36Q: 3 clusters Score -600057.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -600058.250000 Penalty: 878.927612
	Iteration 37Q: 3 clusters Score -600058.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -600057.250000 Penalty: 878.927612
	Iteration 38Q: 3 clusters Score -600057.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -600057.125000 Penalty: 878.927612
	Iteration 39Q: 3 clusters Score -600057.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -600057.125000 Penalty: 878.927612
	Iteration 40F: 3 clusters Score -600057.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5308 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 7804 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 2899 members 
Mstep: Class 9 contains 11270 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 228963 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 3410 members 
Mstep: Class 14 contains 14358 members 
Mstep: Class 15 contains 1086 members 
Mstep: Class 16 contains 286603 members 
Mstep: Class 17 contains 26128 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 58651 members 
Mstep: Class 20 contains 13646 members 
Mstep: Class 21 contains 5069 members 
Mstep: Class 22 contains 3817 members 
Mstep: Class 23 contains 3050 members 
Mstep: Class 24 contains 29649 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3263 members 
Mstep: Class 27 contains 2399 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 2009 members 
Entering Unmasked Estep 
Score: -28323296.000000 Penalty: 17814.302734
Splitting cluster 20 changes total score from -28307274.000000 to -28323296.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (5069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Entering Unmasked Estep 
Score: -183047.937500 Penalty: 388.155914
	Iteration 0F: 2 clusters Score -183047.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -179645.625000 Penalty: 776.311829
	Iteration 0F: 3 clusters Score -179645.6 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -181638.421875 Penalty: 776.311829
	Iteration 1F: 3 clusters Score -181638.4 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -182911.765625 Penalty: 776.311829
	Iteration 2F: 3 clusters Score -182911.8 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -183906.296875 Penalty: 776.311829
	Iteration 3F: 3 clusters Score -183906.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -184283.390625 Penalty: 776.311829
	Iteration 4F: 3 clusters Score -184283.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -184456.328125 Penalty: 776.311829
	Iteration 5Q: 3 clusters Score -184456.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -184589.343750 Penalty: 776.311829
	Iteration 6Q: 3 clusters Score -184589.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -184763.421875 Penalty: 776.311829
	Iteration 7Q: 3 clusters Score -184763.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -184988.265625 Penalty: 776.311829
	Iteration 8Q: 3 clusters Score -184988.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -185075.031250 Penalty: 776.311829
	Iteration 9Q: 3 clusters Score -185075 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -185086.156250 Penalty: 776.311829
	Iteration 10Q: 3 clusters Score -185086.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -185091.640625 Penalty: 776.311829
	Iteration 11Q: 3 clusters Score -185091.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -185094.125000 Penalty: 776.311829
	Iteration 12Q: 3 clusters Score -185094.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -185096.187500 Penalty: 776.311829
	Iteration 13Q: 3 clusters Score -185096.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -185099.296875 Penalty: 776.311829
	Iteration 14Q: 3 clusters Score -185099.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -185100.515625 Penalty: 776.311829
	Iteration 15Q: 3 clusters Score -185100.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -185100.765625 Penalty: 776.311829
	Iteration 16Q: 3 clusters Score -185100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -185100.765625 Penalty: 776.311829
	Iteration 17Q: 3 clusters Score -185100.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -185100.765625 Penalty: 776.311829
	Iteration 18F: 3 clusters Score -185100.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5308 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 7804 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 2899 members 
Mstep: Class 9 contains 11270 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 228963 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 3410 members 
Mstep: Class 14 contains 14358 members 
Mstep: Class 15 contains 1086 members 
Mstep: Class 16 contains 286603 members 
Mstep: Class 17 contains 26128 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 58651 members 
Mstep: Class 20 contains 13646 members 
Mstep: Class 21 contains 3255 members 
Mstep: Class 22 contains 3817 members 
Mstep: Class 23 contains 3050 members 
Mstep: Class 24 contains 29649 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3263 members 
Mstep: Class 27 contains 2399 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 2009 members 
Mstep: Class 30 contains 1814 members 
Entering Unmasked Estep 
Score: -28325122.000000 Penalty: 18428.589844
Splitting cluster 21 changes total score from -28307274.000000 to -28325122.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5308 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 5 contains 7804 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 2899 members 
Mstep: Class 9 contains 11270 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 228963 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 3410 members 
Mstep: Class 14 contains 14358 members 
Mstep: Class 15 contains 1086 members 
Mstep: Class 16 contains 286603 members 
Mstep: Class 17 contains 26128 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 58651 members 
Mstep: Class 20 contains 13646 members 
Mstep: Class 21 contains 3255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28328154.000000 Penalty: 18428.589844
Iteration 39Q: 31 clusters Score -2.832815e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5279 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 7709 members 
Mstep: Class 6 contains 1985 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 2930 members 
Mstep: Class 9 contains 11375 members 
Mstep: Class 10 contains 992 members 
Mstep: Class 11 contains 228459 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 3424 members 
Mstep: Class 14 contains 14969 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 286543 members 
Mstep: Class 17 contains 26360 members 
Mstep: Class 18 contains 3392 members 
Mstep: Class 19 contains 58566 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 3255 members 
Mstep: Class 22 contains 3815 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 29509 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 3081 members 
Mstep: Class 27 contains 2632 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1871 members 
Mstep: Class 30 contains 1822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28331728.000000 Penalty: 18428.589844
Iteration 40F: 31 clusters Score -2.833173e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5166 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 2327 members 
Mstep: Class 5 contains 7585 members 
Mstep: Class 6 contains 2059 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 2945 members 
Mstep: Class 9 contains 11317 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 227914 members 
Mstep: Class 12 contains 3447 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 15249 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 286123 members 
Mstep: Class 17 contains 26600 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 58348 members 
Mstep: Class 20 contains 13522 members 
Mstep: Class 21 contains 3256 members 
Mstep: Class 22 contains 3828 members 
Mstep: Class 23 contains 3466 members 
Mstep: Class 24 contains 29535 members 
Mstep: Class 25 contains 1300 members 
Mstep: Class 26 contains 3081 members 
Mstep: Class 27 contains 2772 members 
Mstep: Class 28 contains 1541 members 
Mstep: Class 29 contains 2482 members 
Mstep: Class 30 contains 1845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28334146.000000 Penalty: 18428.589844
Iteration 41Q: 31 clusters Score -2.833415e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5034 members 
Mstep: Class 3 contains 3380 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 7488 members 
Mstep: Class 6 contains 2099 members 
Mstep: Class 7 contains 1583 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 11269 members 
Mstep: Class 10 contains 919 members 
Mstep: Class 11 contains 227529 members 
Mstep: Class 12 contains 3056 members 
Mstep: Class 13 contains 3423 members 
Mstep: Class 14 contains 15426 members 
Mstep: Class 15 contains 1145 members 
Mstep: Class 16 contains 285860 members 
Mstep: Class 17 contains 26903 members 
Mstep: Class 18 contains 3492 members 
Mstep: Class 19 contains 58099 members 
Mstep: Class 20 contains 13420 members 
Mstep: Class 21 contains 3254 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 3722 members 
Mstep: Class 24 contains 29560 members 
Mstep: Class 25 contains 1330 members 
Mstep: Class 26 contains 3073 members 
Mstep: Class 27 contains 2849 members 
Mstep: Class 28 contains 1711 members 
Mstep: Class 29 contains 2932 members 
Mstep: Class 30 contains 1850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28335414.000000 Penalty: 18428.589844
Iteration 42Q: 31 clusters Score -2.833541e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4909 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 7395 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 1653 members 
Mstep: Class 8 contains 2996 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 887 members 
Mstep: Class 11 contains 227206 members 
Mstep: Class 12 contains 2773 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 15548 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 285615 members 
Mstep: Class 17 contains 27228 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 57828 members 
Mstep: Class 20 contains 13346 members 
Mstep: Class 21 contains 3252 members 
Mstep: Class 22 contains 3850 members 
Mstep: Class 23 contains 3901 members 
Mstep: Class 24 contains 29577 members 
Mstep: Class 25 contains 1356 members 
Mstep: Class 26 contains 3054 members 
Mstep: Class 27 contains 2900 members 
Mstep: Class 28 contains 1866 members 
Mstep: Class 29 contains 3325 members 
Mstep: Class 30 contains 1850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28336146.000000 Penalty: 18428.589844
Iteration 43Q: 31 clusters Score -2.833615e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4821 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 7288 members 
Mstep: Class 6 contains 2126 members 
Mstep: Class 7 contains 1706 members 
Mstep: Class 8 contains 3014 members 
Mstep: Class 9 contains 11226 members 
Mstep: Class 10 contains 861 members 
Mstep: Class 11 contains 226909 members 
Mstep: Class 12 contains 2552 members 
Mstep: Class 13 contains 3415 members 
Mstep: Class 14 contains 15611 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 285435 members 
Mstep: Class 17 contains 27603 members 
Mstep: Class 18 contains 3644 members 
Mstep: Class 19 contains 57500 members 
Mstep: Class 20 contains 13278 members 
Mstep: Class 21 contains 3249 members 
Mstep: Class 22 contains 3854 members 
Mstep: Class 23 contains 4047 members 
Mstep: Class 24 contains 29594 members 
Mstep: Class 25 contains 1369 members 
Mstep: Class 26 contains 3040 members 
Mstep: Class 27 contains 2948 members 
Mstep: Class 28 contains 2007 members 
Mstep: Class 29 contains 3654 members 
Mstep: Class 30 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28336774.000000 Penalty: 18428.589844
Iteration 44Q: 31 clusters Score -2.833677e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4734 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 2283 members 
Mstep: Class 5 contains 7184 members 
Mstep: Class 6 contains 2131 members 
Mstep: Class 7 contains 1760 members 
Mstep: Class 8 contains 3031 members 
Mstep: Class 9 contains 11219 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 226633 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 3414 members 
Mstep: Class 14 contains 15653 members 
Mstep: Class 15 contains 1241 members 
Mstep: Class 16 contains 285291 members 
Mstep: Class 17 contains 28025 members 
Mstep: Class 18 contains 3729 members 
Mstep: Class 19 contains 57118 members 
Mstep: Class 20 contains 13226 members 
Mstep: Class 21 contains 3248 members 
Mstep: Class 22 contains 3857 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 29600 members 
Mstep: Class 25 contains 1376 members 
Mstep: Class 26 contains 3033 members 
Mstep: Class 27 contains 3020 members 
Mstep: Class 28 contains 2146 members 
Mstep: Class 29 contains 3929 members 
Mstep: Class 30 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28337392.000000 Penalty: 18428.589844
Iteration 45Q: 31 clusters Score -2.833739e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4650 members 
Mstep: Class 3 contains 3432 members 
Mstep: Class 4 contains 2281 members 
Mstep: Class 5 contains 7081 members 
Mstep: Class 6 contains 2131 members 
Mstep: Class 7 contains 1798 members 
Mstep: Class 8 contains 3046 members 
Mstep: Class 9 contains 11212 members 
Mstep: Class 10 contains 789 members 
Mstep: Class 11 contains 226437 members 
Mstep: Class 12 contains 2205 members 
Mstep: Class 13 contains 3407 members 
Mstep: Class 14 contains 15690 members 
Mstep: Class 15 contains 1263 members 
Mstep: Class 16 contains 285142 members 
Mstep: Class 17 contains 28464 members 
Mstep: Class 18 contains 3805 members 
Mstep: Class 19 contains 56708 members 
Mstep: Class 20 contains 13196 members 
Mstep: Class 21 contains 3248 members 
Mstep: Class 22 contains 3862 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 29609 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 3025 members 
Mstep: Class 27 contains 3100 members 
Mstep: Class 28 contains 2275 members 
Mstep: Class 29 contains 4169 members 
Mstep: Class 30 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28338070.000000 Penalty: 18428.589844
Iteration 46Q: 31 clusters Score -2.833807e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4577 members 
Mstep: Class 3 contains 3442 members 
Mstep: Class 4 contains 2279 members 
Mstep: Class 5 contains 6974 members 
Mstep: Class 6 contains 2131 members 
Mstep: Class 7 contains 1826 members 
Mstep: Class 8 contains 3057 members 
Mstep: Class 9 contains 11207 members 
Mstep: Class 10 contains 752 members 
Mstep: Class 11 contains 226271 members 
Mstep: Class 12 contains 2082 members 
Mstep: Class 13 contains 3401 members 
Mstep: Class 14 contains 15740 members 
Mstep: Class 15 contains 1272 members 
Mstep: Class 16 contains 284997 members 
Mstep: Class 17 contains 28928 members 
Mstep: Class 18 contains 3879 members 
Mstep: Class 19 contains 56264 members 
Mstep: Class 20 contains 13177 members 
Mstep: Class 21 contains 3248 members 
Mstep: Class 22 contains 3862 members 
Mstep: Class 23 contains 4298 members 
Mstep: Class 24 contains 29618 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 3022 members 
Mstep: Class 27 contains 3178 members 
Mstep: Class 28 contains 2393 members 
Mstep: Class 29 contains 4380 members 
Mstep: Class 30 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28338444.000000 Penalty: 18428.589844
Iteration 47Q: 31 clusters Score -2.833844e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4515 members 
Mstep: Class 3 contains 3440 members 
Mstep: Class 4 contains 2279 members 
Mstep: Class 5 contains 6860 members 
Mstep: Class 6 contains 2131 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 11204 members 
Mstep: Class 10 contains 721 members 
Mstep: Class 11 contains 226104 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 3397 members 
Mstep: Class 14 contains 15756 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 284896 members 
Mstep: Class 17 contains 29428 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 55772 members 
Mstep: Class 20 contains 13176 members 
Mstep: Class 21 contains 3248 members 
Mstep: Class 22 contains 3863 members 
Mstep: Class 23 contains 4352 members 
Mstep: Class 24 contains 29622 members 
Mstep: Class 25 contains 1392 members 
Mstep: Class 26 contains 3021 members 
Mstep: Class 27 contains 3243 members 
Mstep: Class 28 contains 2501 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28338962.000000 Penalty: 18428.589844
Iteration 48Q: 31 clusters Score -2.833896e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4478 members 
Mstep: Class 3 contains 3439 members 
Mstep: Class 4 contains 2278 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 2136 members 
Mstep: Class 7 contains 1855 members 
Mstep: Class 8 contains 3075 members 
Mstep: Class 9 contains 11204 members 
Mstep: Class 10 contains 694 members 
Mstep: Class 11 contains 225968 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 3397 members 
Mstep: Class 14 contains 15769 members 
Mstep: Class 15 contains 1299 members 
Mstep: Class 16 contains 284743 members 
Mstep: Class 17 contains 29985 members 
Mstep: Class 18 contains 4060 members 
Mstep: Class 19 contains 55211 members 
Mstep: Class 20 contains 13173 members 
Mstep: Class 21 contains 3248 members 
Mstep: Class 22 contains 3861 members 
Mstep: Class 23 contains 4404 members 
Mstep: Class 24 contains 29622 members 
Mstep: Class 25 contains 1404 members 
Mstep: Class 26 contains 3019 members 
Mstep: Class 27 contains 3295 members 
Mstep: Class 28 contains 2596 members 
Mstep: Class 29 contains 4750 members 
Mstep: Class 30 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28339412.000000 Penalty: 18428.589844
Iteration 49Q: 31 clusters Score -2.833941e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4457 members 
Mstep: Class 3 contains 3444 members 
Mstep: Class 4 contains 2278 members 
Mstep: Class 5 contains 6691 members 
Mstep: Class 6 contains 2145 members 
Mstep: Class 7 contains 1858 members 
Mstep: Class 8 contains 3086 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 225866 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 3396 members 
Mstep: Class 14 contains 15775 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 284579 members 
Mstep: Class 17 contains 30599 members 
Mstep: Class 18 contains 4139 members 
Mstep: Class 19 contains 54584 members 
Mstep: Class 20 contains 13153 members 
Mstep: Class 21 contains 3248 members 
Mstep: Class 22 contains 3861 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 29621 members 
Mstep: Class 25 contains 1411 members 
Mstep: Class 26 contains 3011 members 
Mstep: Class 27 contains 3365 members 
Mstep: Class 28 contains 2694 members 
Mstep: Class 29 contains 4891 members 
Mstep: Class 30 contains 1851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28339762.000000 Penalty: 18428.589844
Iteration 50Q: 31 clusters Score -2.833976e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4456 members 
Mstep: Class 3 contains 3448 members 
Mstep: Class 4 contains 2278 members 
Mstep: Class 5 contains 6624 members 
Mstep: Class 6 contains 2156 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 3092 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 225770 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 3396 members 
Mstep: Class 14 contains 15789 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 284456 members 
Mstep: Class 17 contains 31292 members 
Mstep: Class 18 contains 4209 members 
Mstep: Class 19 contains 53912 members 
Mstep: Class 20 contains 13137 members 
Mstep: Class 21 contains 3247 members 
Mstep: Class 22 contains 3859 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 29620 members 
Mstep: Class 25 contains 1423 members 
Mstep: Class 26 contains 3005 members 
Mstep: Class 27 contains 3411 members 
Mstep: Class 28 contains 2765 members 
Mstep: Class 29 contains 4985 members 
Mstep: Class 30 contains 1851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28339992.000000 Penalty: 18428.589844
Iteration 51Q: 31 clusters Score -2.833999e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4466 members 
Mstep: Class 3 contains 3450 members 
Mstep: Class 4 contains 2278 members 
Mstep: Class 5 contains 6549 members 
Mstep: Class 6 contains 2161 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 3096 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 225676 members 
Mstep: Class 12 contains 1783 members 
Mstep: Class 13 contains 3394 members 
Mstep: Class 14 contains 15812 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 16 contains 284325 members 
Mstep: Class 17 contains 31993 members 
Mstep: Class 18 contains 4263 members 
Mstep: Class 19 contains 53239 members 
Mstep: Class 20 contains 13133 members 
Mstep: Class 21 contains 3247 members 
Mstep: Class 22 contains 3858 members 
Mstep: Class 23 contains 4509 members 
Mstep: Class 24 contains 29622 members 
Mstep: Class 25 contains 1431 members 
Mstep: Class 26 contains 3002 members 
Mstep: Class 27 contains 3429 members 
Mstep: Class 28 contains 2835 members 
Mstep: Class 29 contains 5076 members 
Mstep: Class 30 contains 1851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28340342.000000 Penalty: 18428.589844
Iteration 52Q: 31 clusters Score -2.834034e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 3455 members 
Mstep: Class 4 contains 2278 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 2165 members 
Mstep: Class 7 contains 1869 members 
Mstep: Class 8 contains 3098 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 225606 members 
Mstep: Class 12 contains 1760 members 
Mstep: Class 13 contains 3392 members 
Mstep: Class 14 contains 15824 members 
Mstep: Class 15 contains 1319 members 
Mstep: Class 16 contains 284191 members 
Mstep: Class 17 contains 32710 members 
Mstep: Class 18 contains 4332 members 
Mstep: Class 19 contains 52534 members 
Mstep: Class 20 contains 13135 members 
Mstep: Class 21 contains 3247 members 
Mstep: Class 22 contains 3857 members 
Mstep: Class 23 contains 4529 members 
Mstep: Class 24 contains 29624 members 
Mstep: Class 25 contains 1436 members 
Mstep: Class 26 contains 2995 members 
Mstep: Class 27 contains 3441 members 
Mstep: Class 28 contains 2911 members 
Mstep: Class 29 contains 5133 members 
Mstep: Class 30 contains 1851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28340700.000000 Penalty: 18428.589844
Iteration 53Q: 31 clusters Score -2.83407e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 3469 members 
Mstep: Class 4 contains 2278 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 2170 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 3101 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 225542 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 3392 members 
Mstep: Class 14 contains 15848 members 
Mstep: Class 15 contains 1322 members 
Mstep: Class 16 contains 284094 members 
Mstep: Class 17 contains 33486 members 
Mstep: Class 18 contains 4389 members 
Mstep: Class 19 contains 51763 members 
Mstep: Class 20 contains 13133 members 
Mstep: Class 21 contains 3247 members 
Mstep: Class 22 contains 3857 members 
Mstep: Class 23 contains 4550 members 
Mstep: Class 24 contains 29624 members 
Mstep: Class 25 contains 1443 members 
Mstep: Class 26 contains 2991 members 
Mstep: Class 27 contains 3424 members 
Mstep: Class 28 contains 2971 members 
Mstep: Class 29 contains 5186 members 
Mstep: Class 30 contains 1850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28340930.000000 Penalty: 18428.589844
Iteration 54Q: 31 clusters Score -2.834093e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 2278 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 2177 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 3105 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 623 members 
Mstep: Class 11 contains 225481 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 3392 members 
Mstep: Class 14 contains 15853 members 
Mstep: Class 15 contains 1325 members 
Mstep: Class 16 contains 283989 members 
Mstep: Class 17 contains 34270 members 
Mstep: Class 18 contains 4439 members 
Mstep: Class 19 contains 50991 members 
Mstep: Class 20 contains 13136 members 
Mstep: Class 21 contains 3247 members 
Mstep: Class 22 contains 3856 members 
Mstep: Class 23 contains 4561 members 
Mstep: Class 24 contains 29624 members 
Mstep: Class 25 contains 1453 members 
Mstep: Class 26 contains 2988 members 
Mstep: Class 27 contains 3395 members 
Mstep: Class 28 contains 3033 members 
Mstep: Class 29 contains 5229 members 
Mstep: Class 30 contains 1848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28341336.000000 Penalty: 18428.589844
Iteration 55Q: 31 clusters Score -2.834134e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4489 members 
Mstep: Class 3 contains 3479 members 
Mstep: Class 4 contains 2277 members 
Mstep: Class 5 contains 6392 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 3109 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 225420 members 
Mstep: Class 12 contains 1757 members 
Mstep: Class 13 contains 3392 members 
Mstep: Class 14 contains 15866 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 283908 members 
Mstep: Class 17 contains 35051 members 
Mstep: Class 18 contains 4483 members 
Mstep: Class 19 contains 50211 members 
Mstep: Class 20 contains 13143 members 
Mstep: Class 21 contains 3247 members 
Mstep: Class 22 contains 3856 members 
Mstep: Class 23 contains 4575 members 
Mstep: Class 24 contains 29624 members 
Mstep: Class 25 contains 1459 members 
Mstep: Class 26 contains 2989 members 
Mstep: Class 27 contains 3375 members 
Mstep: Class 28 contains 3086 members 
Mstep: Class 29 contains 5267 members 
Mstep: Class 30 contains 1846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28341692.000000 Penalty: 18428.589844
Iteration 56Q: 31 clusters Score -2.834169e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4504 members 
Mstep: Class 3 contains 3479 members 
Mstep: Class 4 contains 2276 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 8 contains 3110 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 611 members 
Mstep: Class 11 contains 225373 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 3392 members 
Mstep: Class 14 contains 15868 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 16 contains 283820 members 
Mstep: Class 17 contains 35866 members 
Mstep: Class 18 contains 4530 members 
Mstep: Class 19 contains 49404 members 
Mstep: Class 20 contains 13158 members 
Mstep: Class 21 contains 3247 members 
Mstep: Class 22 contains 3856 members 
Mstep: Class 23 contains 4589 members 
Mstep: Class 24 contains 29624 members 
Mstep: Class 25 contains 1466 members 
Mstep: Class 26 contains 2988 members 
Mstep: Class 27 contains 3349 members 
Mstep: Class 28 contains 3116 members 
Mstep: Class 29 contains 5302 members 
Mstep: Class 30 contains 1846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28341816.000000 Penalty: 18428.589844
Iteration 57Q: 31 clusters Score -2.834182e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4524 members 
Mstep: Class 3 contains 3482 members 
Mstep: Class 4 contains 2276 members 
Mstep: Class 5 contains 6378 members 
Mstep: Class 6 contains 2182 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 8 contains 3111 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 611 members 
Mstep: Class 11 contains 225329 members 
Mstep: Class 12 contains 1741 members 
Mstep: Class 13 contains 3392 members 
Mstep: Class 14 contains 15874 members 
Mstep: Class 15 contains 1330 members 
Mstep: Class 16 contains 283731 members 
Mstep: Class 17 contains 36678 members 
Mstep: Class 18 contains 4571 members 
Mstep: Class 19 contains 48623 members 
Mstep: Class 20 contains 13173 members 
Mstep: Class 21 contains 3247 members 
Mstep: Class 22 contains 3855 members 
Mstep: Class 23 contains 4604 members 
Mstep: Class 24 contains 29624 members 
Mstep: Class 25 contains 1468 members 
Mstep: Class 26 contains 2983 members 
Mstep: Class 27 contains 3309 members 
Mstep: Class 28 contains 3145 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 1846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342006.000000 Penalty: 18428.589844
Iteration 58Q: 31 clusters Score -2.834201e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4528 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 2276 members 
Mstep: Class 5 contains 6374 members 
Mstep: Class 6 contains 2188 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 8 contains 3111 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 225308 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 3392 members 
Mstep: Class 14 contains 15868 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 283661 members 
Mstep: Class 17 contains 37467 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 47848 members 
Mstep: Class 20 contains 13182 members 
Mstep: Class 21 contains 3247 members 
Mstep: Class 22 contains 3854 members 
Mstep: Class 23 contains 4619 members 
Mstep: Class 24 contains 29623 members 
Mstep: Class 25 contains 1476 members 
Mstep: Class 26 contains 2979 members 
Mstep: Class 27 contains 3271 members 
Mstep: Class 28 contains 3173 members 
Mstep: Class 29 contains 5344 members 
Mstep: Class 30 contains 1846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342188.000000 Penalty: 18428.589844
Iteration 59Q: 31 clusters Score -2.834219e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4532 members 
Mstep: Class 3 contains 3494 members 
Mstep: Class 4 contains 2276 members 
Mstep: Class 5 contains 6364 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 3111 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 601 members 
Mstep: Class 11 contains 225281 members 
Mstep: Class 12 contains 1760 members 
Mstep: Class 13 contains 3392 members 
Mstep: Class 14 contains 15862 members 
Mstep: Class 15 contains 1333 members 
Mstep: Class 16 contains 283601 members 
Mstep: Class 17 contains 38182 members 
Mstep: Class 18 contains 4621 members 
Mstep: Class 19 contains 47157 members 
Mstep: Class 20 contains 13187 members 
Mstep: Class 21 contains 3247 members 
Mstep: Class 22 contains 3853 members 
Mstep: Class 23 contains 4626 members 
Mstep: Class 24 contains 29622 members 
Mstep: Class 25 contains 1487 members 
Mstep: Class 26 contains 2975 members 
Mstep: Class 27 contains 3257 members 
Mstep: Class 28 contains 3187 members 
Mstep: Class 29 contains 5367 members 
Mstep: Class 30 contains 1846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342596.000000 Penalty: 18428.589844
Iteration 60F: 31 clusters Score -2.83426e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4548 members 
Mstep: Class 3 contains 3495 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6362 members 
Mstep: Class 6 contains 2195 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 3112 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 225256 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 13 contains 3392 members 
Mstep: Class 14 contains 15835 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 283495 members 
Mstep: Class 17 contains 38954 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 46343 members 
Mstep: Class 20 contains 13178 members 
Mstep: Class 21 contains 3247 members 
Mstep: Class 22 contains 3851 members 
Mstep: Class 23 contains 4627 members 
Mstep: Class 24 contains 29621 members 
Mstep: Class 25 contains 1491 members 
Mstep: Class 26 contains 2976 members 
Mstep: Class 27 contains 3342 members 
Mstep: Class 28 contains 3208 members 
Mstep: Class 29 contains 5428 members 
Mstep: Class 30 contains 1846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343062.000000 Penalty: 18428.589844
Iteration 61Q: 31 clusters Score -2.834306e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 3496 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6358 members 
Mstep: Class 6 contains 2198 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 8 contains 3113 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 225223 members 
Mstep: Class 12 contains 1686 members 
Mstep: Class 13 contains 3392 members 
Mstep: Class 14 contains 15801 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 283382 members 
Mstep: Class 17 contains 39729 members 
Mstep: Class 18 contains 4689 members 
Mstep: Class 19 contains 45539 members 
Mstep: Class 20 contains 13174 members 
Mstep: Class 21 contains 3247 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4634 members 
Mstep: Class 24 contains 29620 members 
Mstep: Class 25 contains 1500 members 
Mstep: Class 26 contains 2977 members 
Mstep: Class 27 contains 3393 members 
Mstep: Class 28 contains 3231 members 
Mstep: Class 29 contains 5493 members 
Mstep: Class 30 contains 1846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343386.000000 Penalty: 18428.589844
Iteration 62Q: 31 clusters Score -2.834339e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4566 members 
Mstep: Class 3 contains 3494 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6347 members 
Mstep: Class 6 contains 2193 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 8 contains 3116 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 225191 members 
Mstep: Class 12 contains 1657 members 
Mstep: Class 13 contains 3391 members 
Mstep: Class 14 contains 15777 members 
Mstep: Class 15 contains 1436 members 
Mstep: Class 16 contains 283307 members 
Mstep: Class 17 contains 40507 members 
Mstep: Class 18 contains 4728 members 
Mstep: Class 19 contains 44763 members 
Mstep: Class 20 contains 13174 members 
Mstep: Class 21 contains 3247 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4634 members 
Mstep: Class 24 contains 29619 members 
Mstep: Class 25 contains 1508 members 
Mstep: Class 26 contains 2979 members 
Mstep: Class 27 contains 3411 members 
Mstep: Class 28 contains 3244 members 
Mstep: Class 29 contains 5539 members 
Mstep: Class 30 contains 1846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343626.000000 Penalty: 18428.589844
Iteration 63Q: 31 clusters Score -2.834363e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4578 members 
Mstep: Class 3 contains 3492 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6334 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 8 contains 3120 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 225153 members 
Mstep: Class 12 contains 1631 members 
Mstep: Class 13 contains 3388 members 
Mstep: Class 14 contains 15745 members 
Mstep: Class 15 contains 1465 members 
Mstep: Class 16 contains 283230 members 
Mstep: Class 17 contains 41222 members 
Mstep: Class 18 contains 4767 members 
Mstep: Class 19 contains 44068 members 
Mstep: Class 20 contains 13164 members 
Mstep: Class 21 contains 3247 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4640 members 
Mstep: Class 24 contains 29622 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 2983 members 
Mstep: Class 27 contains 3420 members 
Mstep: Class 28 contains 3258 members 
Mstep: Class 29 contains 5578 members 
Mstep: Class 30 contains 1846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343954.000000 Penalty: 18428.589844
Iteration 64Q: 31 clusters Score -2.834395e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4609 members 
Mstep: Class 3 contains 3488 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6324 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 1899 members 
Mstep: Class 8 contains 3120 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 225130 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 14 contains 15709 members 
Mstep: Class 15 contains 1488 members 
Mstep: Class 16 contains 283142 members 
Mstep: Class 17 contains 41919 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 43409 members 
Mstep: Class 20 contains 13157 members 
Mstep: Class 21 contains 3247 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4638 members 
Mstep: Class 24 contains 29623 members 
Mstep: Class 25 contains 1521 members 
Mstep: Class 26 contains 2985 members 
Mstep: Class 27 contains 3418 members 
Mstep: Class 28 contains 3261 members 
Mstep: Class 29 contains 5607 members 
Mstep: Class 30 contains 1846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28344172.000000 Penalty: 18428.589844
Iteration 65Q: 31 clusters Score -2.834417e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4614 members 
Mstep: Class 3 contains 3490 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6320 members 
Mstep: Class 6 contains 2189 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 3121 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 225140 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 3386 members 
Mstep: Class 14 contains 15671 members 
Mstep: Class 15 contains 1509 members 
Mstep: Class 16 contains 283073 members 
Mstep: Class 17 contains 42637 members 
Mstep: Class 18 contains 4811 members 
Mstep: Class 19 contains 42760 members 
Mstep: Class 20 contains 13149 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4633 members 
Mstep: Class 24 contains 29623 members 
Mstep: Class 25 contains 1530 members 
Mstep: Class 26 contains 2988 members 
Mstep: Class 27 contains 3410 members 
Mstep: Class 28 contains 3253 members 
Mstep: Class 29 contains 5627 members 
Mstep: Class 30 contains 1847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28344476.000000 Penalty: 18428.589844
Iteration 66Q: 31 clusters Score -2.834448e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6311 members 
Mstep: Class 6 contains 2186 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 3123 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 225107 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 3385 members 
Mstep: Class 14 contains 15666 members 
Mstep: Class 15 contains 1536 members 
Mstep: Class 16 contains 283015 members 
Mstep: Class 17 contains 43294 members 
Mstep: Class 18 contains 4829 members 
Mstep: Class 19 contains 42153 members 
Mstep: Class 20 contains 13153 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4626 members 
Mstep: Class 24 contains 29624 members 
Mstep: Class 25 contains 1532 members 
Mstep: Class 26 contains 2988 members 
Mstep: Class 27 contains 3395 members 
Mstep: Class 28 contains 3246 members 
Mstep: Class 29 contains 5658 members 
Mstep: Class 30 contains 1847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28344650.000000 Penalty: 18428.589844
Iteration 67Q: 31 clusters Score -2.834465e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4609 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6302 members 
Mstep: Class 6 contains 2188 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 3123 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 225031 members 
Mstep: Class 12 contains 1582 members 
Mstep: Class 13 contains 3384 members 
Mstep: Class 14 contains 15654 members 
Mstep: Class 15 contains 1552 members 
Mstep: Class 16 contains 282987 members 
Mstep: Class 17 contains 43943 members 
Mstep: Class 18 contains 4838 members 
Mstep: Class 19 contains 41581 members 
Mstep: Class 20 contains 13150 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4635 members 
Mstep: Class 24 contains 29625 members 
Mstep: Class 25 contains 1537 members 
Mstep: Class 26 contains 2988 members 
Mstep: Class 27 contains 3363 members 
Mstep: Class 28 contains 3247 members 
Mstep: Class 29 contains 5688 members 
Mstep: Class 30 contains 1847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28344848.000000 Penalty: 18428.589844
Iteration 68Q: 31 clusters Score -2.834485e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4588 members 
Mstep: Class 3 contains 3489 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2193 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 8 contains 3122 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 739 members 
Mstep: Class 11 contains 224950 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 3384 members 
Mstep: Class 14 contains 15646 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 282954 members 
Mstep: Class 17 contains 44594 members 
Mstep: Class 18 contains 4852 members 
Mstep: Class 19 contains 41008 members 
Mstep: Class 20 contains 13147 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4643 members 
Mstep: Class 24 contains 29625 members 
Mstep: Class 25 contains 1545 members 
Mstep: Class 26 contains 2992 members 
Mstep: Class 27 contains 3342 members 
Mstep: Class 28 contains 3228 members 
Mstep: Class 29 contains 5726 members 
Mstep: Class 30 contains 1847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28345124.000000 Penalty: 18428.589844
Iteration 69Q: 31 clusters Score -2.834512e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4589 members 
Mstep: Class 3 contains 3486 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 8 contains 3123 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 774 members 
Mstep: Class 11 contains 224844 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 3384 members 
Mstep: Class 14 contains 15640 members 
Mstep: Class 15 contains 1572 members 
Mstep: Class 16 contains 282923 members 
Mstep: Class 17 contains 45185 members 
Mstep: Class 18 contains 4867 members 
Mstep: Class 19 contains 40499 members 
Mstep: Class 20 contains 13145 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 29625 members 
Mstep: Class 25 contains 1556 members 
Mstep: Class 26 contains 2990 members 
Mstep: Class 27 contains 3308 members 
Mstep: Class 28 contains 3225 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 1847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28345320.000000 Penalty: 18428.589844
Iteration 70Q: 31 clusters Score -2.834532e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4589 members 
Mstep: Class 3 contains 3486 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6296 members 
Mstep: Class 6 contains 2195 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 3125 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 224769 members 
Mstep: Class 12 contains 1556 members 
Mstep: Class 13 contains 3383 members 
Mstep: Class 14 contains 15626 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 282907 members 
Mstep: Class 17 contains 45737 members 
Mstep: Class 18 contains 4876 members 
Mstep: Class 19 contains 40006 members 
Mstep: Class 20 contains 13138 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4660 members 
Mstep: Class 24 contains 29625 members 
Mstep: Class 25 contains 1566 members 
Mstep: Class 26 contains 2990 members 
Mstep: Class 27 contains 3288 members 
Mstep: Class 28 contains 3211 members 
Mstep: Class 29 contains 5790 members 
Mstep: Class 30 contains 1847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28345470.000000 Penalty: 18428.589844
Iteration 71Q: 31 clusters Score -2.834547e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4589 members 
Mstep: Class 3 contains 3482 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6289 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 3126 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 224690 members 
Mstep: Class 12 contains 1548 members 
Mstep: Class 13 contains 3384 members 
Mstep: Class 14 contains 15626 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 282865 members 
Mstep: Class 17 contains 46226 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 39564 members 
Mstep: Class 20 contains 13137 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4664 members 
Mstep: Class 24 contains 29624 members 
Mstep: Class 25 contains 1580 members 
Mstep: Class 26 contains 2987 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 3209 members 
Mstep: Class 29 contains 5824 members 
Mstep: Class 30 contains 1847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28345610.000000 Penalty: 18428.589844
Iteration 72Q: 31 clusters Score -2.834561e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4587 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 3126 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 224584 members 
Mstep: Class 12 contains 1551 members 
Mstep: Class 13 contains 3386 members 
Mstep: Class 14 contains 15627 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 282843 members 
Mstep: Class 17 contains 46716 members 
Mstep: Class 18 contains 4892 members 
Mstep: Class 19 contains 39140 members 
Mstep: Class 20 contains 13138 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4670 members 
Mstep: Class 24 contains 29622 members 
Mstep: Class 25 contains 1588 members 
Mstep: Class 26 contains 2984 members 
Mstep: Class 27 contains 3237 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 5844 members 
Mstep: Class 30 contains 1847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28345810.000000 Penalty: 18428.589844
Iteration 73Q: 31 clusters Score -2.834581e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4597 members 
Mstep: Class 3 contains 3475 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6276 members 
Mstep: Class 6 contains 2200 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 3126 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 224490 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 14 contains 15625 members 
Mstep: Class 15 contains 1602 members 
Mstep: Class 16 contains 282830 members 
Mstep: Class 17 contains 47207 members 
Mstep: Class 18 contains 4896 members 
Mstep: Class 19 contains 38713 members 
Mstep: Class 20 contains 13139 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4676 members 
Mstep: Class 24 contains 29621 members 
Mstep: Class 25 contains 1595 members 
Mstep: Class 26 contains 2984 members 
Mstep: Class 27 contains 3218 members 
Mstep: Class 28 contains 3164 members 
Mstep: Class 29 contains 5858 members 
Mstep: Class 30 contains 1847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346010.000000 Penalty: 18428.589844
Iteration 74Q: 31 clusters Score -2.834601e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4607 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6273 members 
Mstep: Class 6 contains 2200 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 3126 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 224386 members 
Mstep: Class 12 contains 1560 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 14 contains 15617 members 
Mstep: Class 15 contains 1604 members 
Mstep: Class 16 contains 282824 members 
Mstep: Class 17 contains 47659 members 
Mstep: Class 18 contains 4904 members 
Mstep: Class 19 contains 38326 members 
Mstep: Class 20 contains 13137 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4679 members 
Mstep: Class 24 contains 29621 members 
Mstep: Class 25 contains 1603 members 
Mstep: Class 26 contains 2982 members 
Mstep: Class 27 contains 3204 members 
Mstep: Class 28 contains 3138 members 
Mstep: Class 29 contains 5873 members 
Mstep: Class 30 contains 1847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346076.000000 Penalty: 18428.589844
Iteration 75Q: 31 clusters Score -2.834608e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4625 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6270 members 
Mstep: Class 6 contains 2200 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 3126 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 1040 members 
Mstep: Class 11 contains 224305 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 14 contains 15603 members 
Mstep: Class 15 contains 1607 members 
Mstep: Class 16 contains 282805 members 
Mstep: Class 17 contains 48081 members 
Mstep: Class 18 contains 4907 members 
Mstep: Class 19 contains 37968 members 
Mstep: Class 20 contains 13139 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4684 members 
Mstep: Class 24 contains 29621 members 
Mstep: Class 25 contains 1612 members 
Mstep: Class 26 contains 2980 members 
Mstep: Class 27 contains 3191 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 5890 members 
Mstep: Class 30 contains 1847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346154.000000 Penalty: 18428.589844
Iteration 76Q: 31 clusters Score -2.834615e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4638 members 
Mstep: Class 3 contains 3479 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6269 members 
Mstep: Class 6 contains 2200 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 3126 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 1085 members 
Mstep: Class 11 contains 224245 members 
Mstep: Class 12 contains 1565 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 14 contains 15591 members 
Mstep: Class 15 contains 1607 members 
Mstep: Class 16 contains 282790 members 
Mstep: Class 17 contains 48446 members 
Mstep: Class 18 contains 4907 members 
Mstep: Class 19 contains 37665 members 
Mstep: Class 20 contains 13140 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4688 members 
Mstep: Class 24 contains 29621 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 2984 members 
Mstep: Class 27 contains 3170 members 
Mstep: Class 28 contains 3054 members 
Mstep: Class 29 contains 5905 members 
Mstep: Class 30 contains 1847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346190.000000 Penalty: 18428.589844
Iteration 77Q: 31 clusters Score -2.834619e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4661 members 
Mstep: Class 3 contains 3480 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6265 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 3126 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 1121 members 
Mstep: Class 11 contains 224176 members 
Mstep: Class 12 contains 1564 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 14 contains 15582 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 282786 members 
Mstep: Class 17 contains 48775 members 
Mstep: Class 18 contains 4907 members 
Mstep: Class 19 contains 37398 members 
Mstep: Class 20 contains 13142 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 29621 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 2988 members 
Mstep: Class 27 contains 3153 members 
Mstep: Class 28 contains 3014 members 
Mstep: Class 29 contains 5921 members 
Mstep: Class 30 contains 1847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346240.000000 Penalty: 18428.589844
Iteration 78Q: 31 clusters Score -2.834624e+07 nChanged 639
Entering ConstructFrom: 
Score: -28346240.000000 Penalty: 18428.589844
Entering ConstructFrom: 
Trying to split cluster 1 (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: -16880.132812 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -16880.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16424.111328 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -16424.11 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -16565.181641 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -16565.18 nChanged 41
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: -16608.583984 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -16608.58 nChanged 32
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: -16638.093750 Penalty: 561.434570
	Iteration 3F: 3 clusters Score -16638.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -16650.771484 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -16650.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -16662.154297 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -16662.15 nChanged 14
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: -16675.435547 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -16675.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -16682.773438 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -16682.77 nChanged 7
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: -16687.539062 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -16687.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -16695.339844 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -16695.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -16707.162109 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -16707.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -16716.421875 Penalty: 561.434570
	Iteration 11Q: 3 clusters Score -16716.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -16720.562500 Penalty: 561.434570
	Iteration 12Q: 3 clusters Score -16720.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -16728.263672 Penalty: 561.434570
	Iteration 13Q: 3 clusters Score -16728.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -16736.406250 Penalty: 561.434570
	Iteration 14Q: 3 clusters Score -16736.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -16739.298828 Penalty: 561.434570
	Iteration 15Q: 3 clusters Score -16739.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -16741.291016 Penalty: 561.434570
	Iteration 16Q: 3 clusters Score -16741.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -16743.066406 Penalty: 561.434570
	Iteration 17Q: 3 clusters Score -16743.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -16743.066406 Penalty: 561.434570
	Iteration 18F: 3 clusters Score -16743.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Entering Unmasked Estep 
Score: -190228.375000 Penalty: 384.687927
	Iteration 0F: 2 clusters Score -190228.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -186998.640625 Penalty: 769.375854
	Iteration 0F: 3 clusters Score -186998.6 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -188255.750000 Penalty: 769.375854
	Iteration 1F: 3 clusters Score -188255.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -188388.937500 Penalty: 769.375854
	Iteration 2F: 3 clusters Score -188388.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -188540.390625 Penalty: 769.375854
	Iteration 3F: 3 clusters Score -188540.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -188708.687500 Penalty: 769.375854
	Iteration 4F: 3 clusters Score -188708.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -188867.515625 Penalty: 769.375854
	Iteration 5F: 3 clusters Score -188867.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -189033.984375 Penalty: 769.375854
	Iteration 6F: 3 clusters Score -189034 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -189188.843750 Penalty: 769.375854
	Iteration 7Q: 3 clusters Score -189188.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -189308.187500 Penalty: 769.375854
	Iteration 8Q: 3 clusters Score -189308.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -189374.656250 Penalty: 769.375854
	Iteration 9Q: 3 clusters Score -189374.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -189415.921875 Penalty: 769.375854
	Iteration 10Q: 3 clusters Score -189415.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -189443.484375 Penalty: 769.375854
	Iteration 11Q: 3 clusters Score -189443.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -189466.140625 Penalty: 769.375854
	Iteration 12Q: 3 clusters Score -189466.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -189493.078125 Penalty: 769.375854
	Iteration 13Q: 3 clusters Score -189493.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -189512.093750 Penalty: 769.375854
	Iteration 14Q: 3 clusters Score -189512.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -189526.203125 Penalty: 769.375854
	Iteration 15Q: 3 clusters Score -189526.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -189536.562500 Penalty: 769.375854
	Iteration 16Q: 3 clusters Score -189536.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -189557.000000 Penalty: 769.375854
	Iteration 17Q: 3 clusters Score -189557 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -189583.078125 Penalty: 769.375854
	Iteration 18Q: 3 clusters Score -189583.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -189608.031250 Penalty: 769.375854
	Iteration 19Q: 3 clusters Score -189608 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -189626.718750 Penalty: 769.375854
	Iteration 20F: 3 clusters Score -189626.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -189646.140625 Penalty: 769.375854
	Iteration 21Q: 3 clusters Score -189646.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -189659.984375 Penalty: 769.375854
	Iteration 22Q: 3 clusters Score -189660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -189674.937500 Penalty: 769.375854
	Iteration 23Q: 3 clusters Score -189674.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -189683.500000 Penalty: 769.375854
	Iteration 24Q: 3 clusters Score -189683.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -189694.109375 Penalty: 769.375854
	Iteration 25Q: 3 clusters Score -189694.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -189704.125000 Penalty: 769.375854
	Iteration 26Q: 3 clusters Score -189704.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -189712.593750 Penalty: 769.375854
	Iteration 27Q: 3 clusters Score -189712.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -189723.421875 Penalty: 769.375854
	Iteration 28Q: 3 clusters Score -189723.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -189736.625000 Penalty: 769.375854
	Iteration 29Q: 3 clusters Score -189736.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -189749.375000 Penalty: 769.375854
	Iteration 30Q: 3 clusters Score -189749.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -189762.859375 Penalty: 769.375854
	Iteration 31Q: 3 clusters Score -189762.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -189775.218750 Penalty: 769.375854
	Iteration 32Q: 3 clusters Score -189775.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -189786.234375 Penalty: 769.375854
	Iteration 33Q: 3 clusters Score -189786.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -189795.484375 Penalty: 769.375854
	Iteration 34Q: 3 clusters Score -189795.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -189803.125000 Penalty: 769.375854
	Iteration 35Q: 3 clusters Score -189803.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -189808.234375 Penalty: 769.375854
	Iteration 36Q: 3 clusters Score -189808.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -189812.031250 Penalty: 769.375854
	Iteration 37Q: 3 clusters Score -189812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -189818.593750 Penalty: 769.375854
	Iteration 38Q: 3 clusters Score -189818.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -189831.718750 Penalty: 769.375854
	Iteration 39Q: 3 clusters Score -189831.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -189845.203125 Penalty: 769.375854
	Iteration 40F: 3 clusters Score -189845.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -189854.843750 Penalty: 769.375854
	Iteration 41Q: 3 clusters Score -189854.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -189861.453125 Penalty: 769.375854
	Iteration 42Q: 3 clusters Score -189861.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -189867.625000 Penalty: 769.375854
	Iteration 43Q: 3 clusters Score -189867.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -189871.734375 Penalty: 769.375854
	Iteration 44Q: 3 clusters Score -189871.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -189873.187500 Penalty: 769.375854
	Iteration 45Q: 3 clusters Score -189873.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -189875.656250 Penalty: 769.375854
	Iteration 46Q: 3 clusters Score -189875.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -189880.390625 Penalty: 769.375854
	Iteration 47Q: 3 clusters Score -189880.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -189886.187500 Penalty: 769.375854
	Iteration 48Q: 3 clusters Score -189886.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -189887.734375 Penalty: 769.375854
	Iteration 49Q: 3 clusters Score -189887.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -189890.625000 Penalty: 769.375854
	Iteration 50Q: 3 clusters Score -189890.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -189894.406250 Penalty: 769.375854
	Iteration 51Q: 3 clusters Score -189894.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -189897.671875 Penalty: 769.375854
	Iteration 52Q: 3 clusters Score -189897.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -189900.718750 Penalty: 769.375854
	Iteration 53Q: 3 clusters Score -189900.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -189902.546875 Penalty: 769.375854
	Iteration 54Q: 3 clusters Score -189902.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -189904.000000 Penalty: 769.375854
	Iteration 55Q: 3 clusters Score -189904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -189905.406250 Penalty: 769.375854
	Iteration 56Q: 3 clusters Score -189905.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -189907.703125 Penalty: 769.375854
	Iteration 57Q: 3 clusters Score -189907.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -189909.531250 Penalty: 769.375854
	Iteration 58Q: 3 clusters Score -189909.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -189909.875000 Penalty: 769.375854
	Iteration 59Q: 3 clusters Score -189909.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -189911.906250 Penalty: 769.375854
	Iteration 60F: 3 clusters Score -189911.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -189912.703125 Penalty: 769.375854
	Iteration 61Q: 3 clusters Score -189912.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -189913.031250 Penalty: 769.375854
	Iteration 62Q: 3 clusters Score -189913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -189913.781250 Penalty: 769.375854
	Iteration 63Q: 3 clusters Score -189913.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -189915.156250 Penalty: 769.375854
	Iteration 64Q: 3 clusters Score -189915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -189915.250000 Penalty: 769.375854
	Iteration 65Q: 3 clusters Score -189915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -189915.687500 Penalty: 769.375854
	Iteration 66Q: 3 clusters Score -189915.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -189917.406250 Penalty: 769.375854
	Iteration 67Q: 3 clusters Score -189917.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -189920.093750 Penalty: 769.375854
	Iteration 68Q: 3 clusters Score -189920.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -189921.046875 Penalty: 769.375854
	Iteration 69Q: 3 clusters Score -189921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -189921.546875 Penalty: 769.375854
	Iteration 70Q: 3 clusters Score -189921.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -189922.109375 Penalty: 769.375854
	Iteration 71Q: 3 clusters Score -189922.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -189922.109375 Penalty: 769.375854
	Iteration 72F: 3 clusters Score -189922.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Entering Unmasked Estep 
Score: -139516.625000 Penalty: 371.055908
	Iteration 0F: 2 clusters Score -139516.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -137135.000000 Penalty: 742.111816
	Iteration 0F: 3 clusters Score -137135 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -137997.562500 Penalty: 742.111816
	Iteration 1F: 3 clusters Score -137997.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -138122.765625 Penalty: 742.111816
	Iteration 2F: 3 clusters Score -138122.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -138230.734375 Penalty: 742.111816
	Iteration 3F: 3 clusters Score -138230.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -138324.562500 Penalty: 742.111816
	Iteration 4Q: 3 clusters Score -138324.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -138420.000000 Penalty: 742.111816
	Iteration 5Q: 3 clusters Score -138420 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -138534.218750 Penalty: 742.111816
	Iteration 6Q: 3 clusters Score -138534.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -138647.406250 Penalty: 742.111816
	Iteration 7Q: 3 clusters Score -138647.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -138763.812500 Penalty: 742.111816
	Iteration 8Q: 3 clusters Score -138763.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -138858.140625 Penalty: 742.111816
	Iteration 9Q: 3 clusters Score -138858.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -138939.343750 Penalty: 742.111816
	Iteration 10Q: 3 clusters Score -138939.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -139004.343750 Penalty: 742.111816
	Iteration 11Q: 3 clusters Score -139004.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -139075.218750 Penalty: 742.111816
	Iteration 12Q: 3 clusters Score -139075.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -139131.187500 Penalty: 742.111816
	Iteration 13Q: 3 clusters Score -139131.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -139178.031250 Penalty: 742.111816
	Iteration 14Q: 3 clusters Score -139178 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -139233.828125 Penalty: 742.111816
	Iteration 15Q: 3 clusters Score -139233.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -139286.750000 Penalty: 742.111816
	Iteration 16Q: 3 clusters Score -139286.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -139319.000000 Penalty: 742.111816
	Iteration 17Q: 3 clusters Score -139319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -139335.234375 Penalty: 742.111816
	Iteration 18Q: 3 clusters Score -139335.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -139347.328125 Penalty: 742.111816
	Iteration 19Q: 3 clusters Score -139347.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -139353.281250 Penalty: 742.111816
	Iteration 20F: 3 clusters Score -139353.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -139356.484375 Penalty: 742.111816
	Iteration 21Q: 3 clusters Score -139356.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -139358.890625 Penalty: 742.111816
	Iteration 22Q: 3 clusters Score -139358.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -139360.500000 Penalty: 742.111816
	Iteration 23Q: 3 clusters Score -139360.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -139361.875000 Penalty: 742.111816
	Iteration 24Q: 3 clusters Score -139361.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -139363.031250 Penalty: 742.111816
	Iteration 25Q: 3 clusters Score -139363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -139364.203125 Penalty: 742.111816
	Iteration 26Q: 3 clusters Score -139364.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -139366.218750 Penalty: 742.111816
	Iteration 27Q: 3 clusters Score -139366.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -139368.406250 Penalty: 742.111816
	Iteration 28Q: 3 clusters Score -139368.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -139368.656250 Penalty: 742.111816
	Iteration 29Q: 3 clusters Score -139368.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -139368.765625 Penalty: 742.111816
	Iteration 30Q: 3 clusters Score -139368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -139368.953125 Penalty: 742.111816
	Iteration 31Q: 3 clusters Score -139369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -139369.093750 Penalty: 742.111816
	Iteration 32Q: 3 clusters Score -139369.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -139369.093750 Penalty: 742.111816
	Iteration 33F: 3 clusters Score -139369.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Entering Unmasked Estep 
Score: -90224.953125 Penalty: 351.702972
	Iteration 0F: 2 clusters Score -90224.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -88632.156250 Penalty: 703.405945
	Iteration 0F: 3 clusters Score -88632.16 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -89270.195312 Penalty: 703.405945
	Iteration 1F: 3 clusters Score -89270.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -89449.070312 Penalty: 703.405945
	Iteration 2F: 3 clusters Score -89449.07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -89620.265625 Penalty: 703.405945
	Iteration 3F: 3 clusters Score -89620.27 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -89743.679688 Penalty: 703.405945
	Iteration 4F: 3 clusters Score -89743.68 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -89846.289062 Penalty: 703.405945
	Iteration 5F: 3 clusters Score -89846.29 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -89926.015625 Penalty: 703.405945
	Iteration 6Q: 3 clusters Score -89926.02 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -89981.078125 Penalty: 703.405945
	Iteration 7Q: 3 clusters Score -89981.08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -90021.984375 Penalty: 703.405945
	Iteration 8Q: 3 clusters Score -90021.98 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -90046.460938 Penalty: 703.405945
	Iteration 9Q: 3 clusters Score -90046.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -90056.960938 Penalty: 703.405945
	Iteration 10Q: 3 clusters Score -90056.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -90065.859375 Penalty: 703.405945
	Iteration 11Q: 3 clusters Score -90065.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -90075.625000 Penalty: 703.405945
	Iteration 12Q: 3 clusters Score -90075.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -90081.414062 Penalty: 703.405945
	Iteration 13Q: 3 clusters Score -90081.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -90085.078125 Penalty: 703.405945
	Iteration 14Q: 3 clusters Score -90085.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -90086.437500 Penalty: 703.405945
	Iteration 15Q: 3 clusters Score -90086.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -90088.429688 Penalty: 703.405945
	Iteration 16Q: 3 clusters Score -90088.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -90089.812500 Penalty: 703.405945
	Iteration 17Q: 3 clusters Score -90089.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -90091.195312 Penalty: 703.405945
	Iteration 18Q: 3 clusters Score -90091.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -90091.703125 Penalty: 703.405945
	Iteration 19Q: 3 clusters Score -90091.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -90091.781250 Penalty: 703.405945
	Iteration 20F: 3 clusters Score -90091.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -90092.218750 Penalty: 703.405945
	Iteration 21Q: 3 clusters Score -90092.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -90092.453125 Penalty: 703.405945
	Iteration 22Q: 3 clusters Score -90092.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -90092.585938 Penalty: 703.405945
	Iteration 23Q: 3 clusters Score -90092.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -90092.765625 Penalty: 703.405945
	Iteration 24Q: 3 clusters Score -90092.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -90092.765625 Penalty: 703.405945
	Iteration 25F: 3 clusters Score -90092.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Entering Unmasked Estep 
Score: -247739.921875 Penalty: 397.736237
	Iteration 0F: 2 clusters Score -247739.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -243589.484375 Penalty: 795.472473
	Iteration 0F: 3 clusters Score -243589.5 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -245279.156250 Penalty: 795.472473
	Iteration 1F: 3 clusters Score -245279.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -245639.890625 Penalty: 795.472473
	Iteration 2F: 3 clusters Score -245639.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -246012.140625 Penalty: 795.472473
	Iteration 3F: 3 clusters Score -246012.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -246358.968750 Penalty: 795.472473
	Iteration 4F: 3 clusters Score -246359 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -246603.156250 Penalty: 795.472473
	Iteration 5F: 3 clusters Score -246603.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -246752.875000 Penalty: 795.472473
	Iteration 6Q: 3 clusters Score -246752.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -246846.093750 Penalty: 795.472473
	Iteration 7Q: 3 clusters Score -246846.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -246899.906250 Penalty: 795.472473
	Iteration 8Q: 3 clusters Score -246899.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -246940.218750 Penalty: 795.472473
	Iteration 9Q: 3 clusters Score -246940.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -246965.421875 Penalty: 795.472473
	Iteration 10Q: 3 clusters Score -246965.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -246986.125000 Penalty: 795.472473
	Iteration 11Q: 3 clusters Score -246986.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -247002.687500 Penalty: 795.472473
	Iteration 12Q: 3 clusters Score -247002.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -247017.406250 Penalty: 795.472473
	Iteration 13Q: 3 clusters Score -247017.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -247029.359375 Penalty: 795.472473
	Iteration 14Q: 3 clusters Score -247029.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -247039.359375 Penalty: 795.472473
	Iteration 15Q: 3 clusters Score -247039.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -247049.656250 Penalty: 795.472473
	Iteration 16Q: 3 clusters Score -247049.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -247061.250000 Penalty: 795.472473
	Iteration 17Q: 3 clusters Score -247061.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -247071.921875 Penalty: 795.472473
	Iteration 18Q: 3 clusters Score -247071.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -247078.625000 Penalty: 795.472473
	Iteration 19Q: 3 clusters Score -247078.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -247082.015625 Penalty: 795.472473
	Iteration 20F: 3 clusters Score -247082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -247085.921875 Penalty: 795.472473
	Iteration 21Q: 3 clusters Score -247085.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -247090.312500 Penalty: 795.472473
	Iteration 22Q: 3 clusters Score -247090.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -247093.281250 Penalty: 795.472473
	Iteration 23Q: 3 clusters Score -247093.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -247096.953125 Penalty: 795.472473
	Iteration 24Q: 3 clusters Score -247097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -247100.015625 Penalty: 795.472473
	Iteration 25Q: 3 clusters Score -247100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -247101.890625 Penalty: 795.472473
	Iteration 26Q: 3 clusters Score -247101.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -247103.109375 Penalty: 795.472473
	Iteration 27Q: 3 clusters Score -247103.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -247104.593750 Penalty: 795.472473
	Iteration 28Q: 3 clusters Score -247104.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -247105.546875 Penalty: 795.472473
	Iteration 29Q: 3 clusters Score -247105.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -247106.421875 Penalty: 795.472473
	Iteration 30Q: 3 clusters Score -247106.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -247106.750000 Penalty: 795.472473
	Iteration 31Q: 3 clusters Score -247106.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -247106.781250 Penalty: 795.472473
	Iteration 32Q: 3 clusters Score -247106.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -247106.781250 Penalty: 795.472473
	Iteration 33F: 3 clusters Score -247106.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Entering Unmasked Estep 
Score: -68947.437500 Penalty: 350.219025
	Iteration 0F: 2 clusters Score -68947.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -67417.335938 Penalty: 700.438049
	Iteration 0F: 3 clusters Score -67417.34 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -68183.234375 Penalty: 700.438049
	Iteration 1F: 3 clusters Score -68183.23 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -68553.789062 Penalty: 700.438049
	Iteration 2F: 3 clusters Score -68553.79 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -69064.875000 Penalty: 700.438049
	Iteration 3F: 3 clusters Score -69064.88 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -69384.375000 Penalty: 700.438049
	Iteration 4F: 3 clusters Score -69384.38 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -69489.625000 Penalty: 700.438049
	Iteration 5F: 3 clusters Score -69489.62 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -69523.039062 Penalty: 700.438049
	Iteration 6Q: 3 clusters Score -69523.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -69548.023438 Penalty: 700.438049
	Iteration 7Q: 3 clusters Score -69548.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -69567.437500 Penalty: 700.438049
	Iteration 8Q: 3 clusters Score -69567.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -69598.101562 Penalty: 700.438049
	Iteration 9Q: 3 clusters Score -69598.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -69642.210938 Penalty: 700.438049
	Iteration 10Q: 3 clusters Score -69642.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -69684.414062 Penalty: 700.438049
	Iteration 11Q: 3 clusters Score -69684.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -69708.843750 Penalty: 700.438049
	Iteration 12Q: 3 clusters Score -69708.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -69724.382812 Penalty: 700.438049
	Iteration 13Q: 3 clusters Score -69724.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -69741.414062 Penalty: 700.438049
	Iteration 14Q: 3 clusters Score -69741.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -69752.046875 Penalty: 700.438049
	Iteration 15Q: 3 clusters Score -69752.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -69765.937500 Penalty: 700.438049
	Iteration 16Q: 3 clusters Score -69765.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -69781.984375 Penalty: 700.438049
	Iteration 17Q: 3 clusters Score -69781.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -69787.796875 Penalty: 700.438049
	Iteration 18Q: 3 clusters Score -69787.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -69791.390625 Penalty: 700.438049
	Iteration 19Q: 3 clusters Score -69791.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -69795.343750 Penalty: 700.438049
	Iteration 20F: 3 clusters Score -69795.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -69801.046875 Penalty: 700.438049
	Iteration 21Q: 3 clusters Score -69801.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -69805.445312 Penalty: 700.438049
	Iteration 22Q: 3 clusters Score -69805.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -69807.281250 Penalty: 700.438049
	Iteration 23Q: 3 clusters Score -69807.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -69808.039062 Penalty: 700.438049
	Iteration 24Q: 3 clusters Score -69808.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -69809.140625 Penalty: 700.438049
	Iteration 25Q: 3 clusters Score -69809.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -69810.570312 Penalty: 700.438049
	Iteration 26Q: 3 clusters Score -69810.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -69813.867188 Penalty: 700.438049
	Iteration 27Q: 3 clusters Score -69813.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -69815.046875 Penalty: 700.438049
	Iteration 28Q: 3 clusters Score -69815.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -69817.085938 Penalty: 700.438049
	Iteration 29Q: 3 clusters Score -69817.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -69819.703125 Penalty: 700.438049
	Iteration 30Q: 3 clusters Score -69819.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -69822.257812 Penalty: 700.438049
	Iteration 31Q: 3 clusters Score -69822.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -69823.445312 Penalty: 700.438049
	Iteration 32Q: 3 clusters Score -69823.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -69824.093750 Penalty: 700.438049
	Iteration 33Q: 3 clusters Score -69824.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -69824.351562 Penalty: 700.438049
	Iteration 34Q: 3 clusters Score -69824.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -69824.492188 Penalty: 700.438049
	Iteration 35Q: 3 clusters Score -69824.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -69825.125000 Penalty: 700.438049
	Iteration 36Q: 3 clusters Score -69825.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -69825.664062 Penalty: 700.438049
	Iteration 37Q: 3 clusters Score -69825.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -69826.054688 Penalty: 700.438049
	Iteration 38Q: 3 clusters Score -69826.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -69826.531250 Penalty: 700.438049
	Iteration 39Q: 3 clusters Score -69826.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -69826.617188 Penalty: 700.438049
	Iteration 40F: 3 clusters Score -69826.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -69827.125000 Penalty: 700.438049
	Iteration 41Q: 3 clusters Score -69827.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -69827.335938 Penalty: 700.438049
	Iteration 42Q: 3 clusters Score -69827.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -69827.335938 Penalty: 700.438049
	Iteration 43F: 3 clusters Score -69827.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 3481 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6257 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 3126 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 224118 members 
Mstep: Class 12 contains 1564 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 14 contains 15576 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 282775 members 
Mstep: Class 17 contains 49071 members 
Mstep: Class 18 contains 4911 members 
Mstep: Class 19 contains 37155 members 
Mstep: Class 20 contains 13140 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 29621 members 
Mstep: Class 25 contains 1620 members 
Mstep: Class 26 contains 2990 members 
Mstep: Class 27 contains 3139 members 
Mstep: Class 28 contains 2977 members 
Mstep: Class 29 contains 5934 members 
Mstep: Class 30 contains 1847 members 
Mstep: Class 31 contains 958 members 
Entering Unmasked Estep 
Score: -28346806.000000 Penalty: 19042.875000
Splitting cluster 6 changes total score from -28346240.000000 to -28346806.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 7 (1890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Entering Unmasked Estep 
Score: -64323.109375 Penalty: 343.267120
	Iteration 0F: 2 clusters Score -64323.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -63017.136719 Penalty: 686.534241
	Iteration 0F: 3 clusters Score -63017.14 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -63658.066406 Penalty: 686.534241
	Iteration 1F: 3 clusters Score -63658.07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -63776.652344 Penalty: 686.534241
	Iteration 2F: 3 clusters Score -63776.65 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -63899.234375 Penalty: 686.534241
	Iteration 3F: 3 clusters Score -63899.23 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -64006.847656 Penalty: 686.534241
	Iteration 4F: 3 clusters Score -64006.85 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -64105.328125 Penalty: 686.534241
	Iteration 5Q: 3 clusters Score -64105.33 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -64174.937500 Penalty: 686.534241
	Iteration 6Q: 3 clusters Score -64174.94 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -64219.601562 Penalty: 686.534241
	Iteration 7Q: 3 clusters Score -64219.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -64243.414062 Penalty: 686.534241
	Iteration 8Q: 3 clusters Score -64243.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -64266.468750 Penalty: 686.534241
	Iteration 9Q: 3 clusters Score -64266.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -64283.082031 Penalty: 686.534241
	Iteration 10Q: 3 clusters Score -64283.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -64298.468750 Penalty: 686.534241
	Iteration 11Q: 3 clusters Score -64298.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -64314.839844 Penalty: 686.534241
	Iteration 12Q: 3 clusters Score -64314.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -64333.058594 Penalty: 686.534241
	Iteration 13Q: 3 clusters Score -64333.06 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -64365.238281 Penalty: 686.534241
	Iteration 14Q: 3 clusters Score -64365.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -64393.539062 Penalty: 686.534241
	Iteration 15Q: 3 clusters Score -64393.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -64419.246094 Penalty: 686.534241
	Iteration 16Q: 3 clusters Score -64419.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -64450.839844 Penalty: 686.534241
	Iteration 17Q: 3 clusters Score -64450.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -64487.425781 Penalty: 686.534241
	Iteration 18Q: 3 clusters Score -64487.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -64508.984375 Penalty: 686.534241
	Iteration 19Q: 3 clusters Score -64508.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -64565.207031 Penalty: 686.534241
	Iteration 20F: 3 clusters Score -64565.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -64646.820312 Penalty: 686.534241
	Iteration 21Q: 3 clusters Score -64646.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -64668.632812 Penalty: 686.534241
	Iteration 22Q: 3 clusters Score -64668.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -64672.953125 Penalty: 686.534241
	Iteration 23Q: 3 clusters Score -64672.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64673.066406 Penalty: 686.534241
	Iteration 24Q: 3 clusters Score -64673.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64673.066406 Penalty: 686.534241
	Iteration 25F: 3 clusters Score -64673.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 3481 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6257 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 3126 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 224118 members 
Mstep: Class 12 contains 1564 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 14 contains 15576 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 282775 members 
Mstep: Class 17 contains 49071 members 
Mstep: Class 18 contains 4911 members 
Mstep: Class 19 contains 37155 members 
Mstep: Class 20 contains 13140 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 29621 members 
Mstep: Class 25 contains 1620 members 
Mstep: Class 26 contains 2990 members 
Mstep: Class 27 contains 3139 members 
Mstep: Class 28 contains 2977 members 
Mstep: Class 29 contains 5934 members 
Mstep: Class 30 contains 1847 members 
Mstep: Class 31 contains 958 members 
Mstep: Class 32 contains 420 members 
Entering Unmasked Estep 
Score: -28346890.000000 Penalty: 19657.162109
Splitting cluster 7 changes total score from -28346240.000000 to -28346890.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 8 (3126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Entering Unmasked Estep 
Score: -109198.398438 Penalty: 366.161682
	Iteration 0F: 2 clusters Score -109198.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -106967.710938 Penalty: 732.323364
	Iteration 0F: 3 clusters Score -106967.7 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -107844.320312 Penalty: 732.323364
	Iteration 1F: 3 clusters Score -107844.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -108069.968750 Penalty: 732.323364
	Iteration 2F: 3 clusters Score -108070 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -108309.085938 Penalty: 732.323364
	Iteration 3F: 3 clusters Score -108309.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -108581.273438 Penalty: 732.323364
	Iteration 4F: 3 clusters Score -108581.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -108864.140625 Penalty: 732.323364
	Iteration 5F: 3 clusters Score -108864.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -109094.750000 Penalty: 732.323364
	Iteration 6F: 3 clusters Score -109094.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -109348.218750 Penalty: 732.323364
	Iteration 7F: 3 clusters Score -109348.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -109517.117188 Penalty: 732.323364
	Iteration 8Q: 3 clusters Score -109517.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -109588.773438 Penalty: 732.323364
	Iteration 9Q: 3 clusters Score -109588.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -109636.765625 Penalty: 732.323364
	Iteration 10Q: 3 clusters Score -109636.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -109656.062500 Penalty: 732.323364
	Iteration 11Q: 3 clusters Score -109656.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -109664.609375 Penalty: 732.323364
	Iteration 12Q: 3 clusters Score -109664.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -109668.789062 Penalty: 732.323364
	Iteration 13Q: 3 clusters Score -109668.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -109670.578125 Penalty: 732.323364
	Iteration 14Q: 3 clusters Score -109670.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -109672.296875 Penalty: 732.323364
	Iteration 15Q: 3 clusters Score -109672.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -109673.492188 Penalty: 732.323364
	Iteration 16Q: 3 clusters Score -109673.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -109674.929688 Penalty: 732.323364
	Iteration 17Q: 3 clusters Score -109674.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -109675.835938 Penalty: 732.323364
	Iteration 18Q: 3 clusters Score -109675.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -109676.437500 Penalty: 732.323364
	Iteration 19Q: 3 clusters Score -109676.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -109676.382812 Penalty: 732.323364
	Iteration 20F: 3 clusters Score -109676.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 3481 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6257 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 224118 members 
Mstep: Class 12 contains 1564 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 14 contains 15576 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 282775 members 
Mstep: Class 17 contains 49071 members 
Mstep: Class 18 contains 4911 members 
Mstep: Class 19 contains 37155 members 
Mstep: Class 20 contains 13140 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 29621 members 
Mstep: Class 25 contains 1620 members 
Mstep: Class 26 contains 2990 members 
Mstep: Class 27 contains 3139 members 
Mstep: Class 28 contains 2977 members 
Mstep: Class 29 contains 5934 members 
Mstep: Class 30 contains 1847 members 
Mstep: Class 31 contains 958 members 
Mstep: Class 32 contains 420 members 
Mstep: Class 33 contains 1102 members 
Entering Unmasked Estep 
Score: -28347108.000000 Penalty: 20271.449219
Splitting cluster 8 changes total score from -28346240.000000 to -28347108.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 9 (11195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Entering Unmasked Estep 
Score: -429928.687500 Penalty: 424.206604
	Iteration 0F: 2 clusters Score -429928.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -422436.468750 Penalty: 848.413208
	Iteration 0F: 3 clusters Score -422436.5 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -425869.031250 Penalty: 848.413208
	Iteration 1F: 3 clusters Score -425869 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -426695.656250 Penalty: 848.413208
	Iteration 2F: 3 clusters Score -426695.7 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -427592.093750 Penalty: 848.413208
	Iteration 3F: 3 clusters Score -427592.1 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -428248.281250 Penalty: 848.413208
	Iteration 4F: 3 clusters Score -428248.3 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -428687.343750 Penalty: 848.413208
	Iteration 5F: 3 clusters Score -428687.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -428938.562500 Penalty: 848.413208
	Iteration 6Q: 3 clusters Score -428938.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -429105.687500 Penalty: 848.413208
	Iteration 7Q: 3 clusters Score -429105.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -429230.687500 Penalty: 848.413208
	Iteration 8Q: 3 clusters Score -429230.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -429336.437500 Penalty: 848.413208
	Iteration 9Q: 3 clusters Score -429336.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -429443.625000 Penalty: 848.413208
	Iteration 10Q: 3 clusters Score -429443.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -429562.531250 Penalty: 848.413208
	Iteration 11Q: 3 clusters Score -429562.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -429665.125000 Penalty: 848.413208
	Iteration 12Q: 3 clusters Score -429665.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -429771.906250 Penalty: 848.413208
	Iteration 13Q: 3 clusters Score -429771.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -429886.781250 Penalty: 848.413208
	Iteration 14Q: 3 clusters Score -429886.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -430007.468750 Penalty: 848.413208
	Iteration 15Q: 3 clusters Score -430007.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -430114.750000 Penalty: 848.413208
	Iteration 16Q: 3 clusters Score -430114.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -430187.281250 Penalty: 848.413208
	Iteration 17Q: 3 clusters Score -430187.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -430231.906250 Penalty: 848.413208
	Iteration 18Q: 3 clusters Score -430231.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -430258.062500 Penalty: 848.413208
	Iteration 19Q: 3 clusters Score -430258.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -430281.000000 Penalty: 848.413208
	Iteration 20F: 3 clusters Score -430281 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -430294.437500 Penalty: 848.413208
	Iteration 21Q: 3 clusters Score -430294.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -430303.875000 Penalty: 848.413208
	Iteration 22Q: 3 clusters Score -430303.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -430311.125000 Penalty: 848.413208
	Iteration 23Q: 3 clusters Score -430311.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -430315.406250 Penalty: 848.413208
	Iteration 24Q: 3 clusters Score -430315.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -430320.781250 Penalty: 848.413208
	Iteration 25Q: 3 clusters Score -430320.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -430323.656250 Penalty: 848.413208
	Iteration 26Q: 3 clusters Score -430323.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -430324.250000 Penalty: 848.413208
	Iteration 27Q: 3 clusters Score -430324.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -430327.531250 Penalty: 848.413208
	Iteration 28Q: 3 clusters Score -430327.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -430328.937500 Penalty: 848.413208
	Iteration 29Q: 3 clusters Score -430328.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -430330.625000 Penalty: 848.413208
	Iteration 30Q: 3 clusters Score -430330.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -430332.218750 Penalty: 848.413208
	Iteration 31Q: 3 clusters Score -430332.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -430332.531250 Penalty: 848.413208
	Iteration 32Q: 3 clusters Score -430332.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -430333.718750 Penalty: 848.413208
	Iteration 33Q: 3 clusters Score -430333.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -430335.250000 Penalty: 848.413208
	Iteration 34Q: 3 clusters Score -430335.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -430334.781250 Penalty: 848.413208
	Iteration 35Q: 3 clusters Score -430334.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -430336.062500 Penalty: 848.413208
	Iteration 36Q: 3 clusters Score -430336.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -430336.656250 Penalty: 848.413208
	Iteration 37Q: 3 clusters Score -430336.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -430336.968750 Penalty: 848.413208
	Iteration 38Q: 3 clusters Score -430337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -430338.625000 Penalty: 848.413208
	Iteration 39Q: 3 clusters Score -430338.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -430340.406250 Penalty: 848.413208
	Iteration 40F: 3 clusters Score -430340.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -430340.187500 Penalty: 848.413208
	Iteration 41Q: 3 clusters Score -430340.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -430342.187500 Penalty: 848.413208
	Iteration 42Q: 3 clusters Score -430342.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -430341.906250 Penalty: 848.413208
	Iteration 43Q: 3 clusters Score -430341.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -430342.281250 Penalty: 848.413208
	Iteration 44Q: 3 clusters Score -430342.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -430342.906250 Penalty: 848.413208
	Iteration 45Q: 3 clusters Score -430342.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -430343.468750 Penalty: 848.413208
	Iteration 46Q: 3 clusters Score -430343.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -430344.437500 Penalty: 848.413208
	Iteration 47Q: 3 clusters Score -430344.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -430343.531250 Penalty: 848.413208
	Iteration 48Q: 3 clusters Score -430343.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -430344.875000 Penalty: 848.413208
	Iteration 49Q: 3 clusters Score -430344.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -430344.593750 Penalty: 848.413208
	Iteration 50Q: 3 clusters Score -430344.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -430344.875000 Penalty: 848.413208
	Iteration 51Q: 3 clusters Score -430344.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -430344.500000 Penalty: 848.413208
	Iteration 52Q: 3 clusters Score -430344.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -430344.968750 Penalty: 848.413208
	Iteration 53Q: 3 clusters Score -430345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -430345.093750 Penalty: 848.413208
	Iteration 54Q: 3 clusters Score -430345.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -430345.281250 Penalty: 848.413208
	Iteration 55Q: 3 clusters Score -430345.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -430345.218750 Penalty: 848.413208
	Iteration 56Q: 3 clusters Score -430345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -430345.656250 Penalty: 848.413208
	Iteration 57Q: 3 clusters Score -430345.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -430346.531250 Penalty: 848.413208
	Iteration 58Q: 3 clusters Score -430346.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -430345.812500 Penalty: 848.413208
	Iteration 59Q: 3 clusters Score -430345.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -430345.812500 Penalty: 848.413208
	Iteration 60F: 3 clusters Score -430345.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 3481 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6257 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 6301 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 224118 members 
Mstep: Class 12 contains 1564 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 14 contains 15576 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 282775 members 
Mstep: Class 17 contains 49071 members 
Mstep: Class 18 contains 4911 members 
Mstep: Class 19 contains 37155 members 
Mstep: Class 20 contains 13140 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 29621 members 
Mstep: Class 25 contains 1620 members 
Mstep: Class 26 contains 2990 members 
Mstep: Class 27 contains 3139 members 
Mstep: Class 28 contains 2977 members 
Mstep: Class 29 contains 5934 members 
Mstep: Class 30 contains 1847 members 
Mstep: Class 31 contains 958 members 
Mstep: Class 32 contains 420 members 
Mstep: Class 33 contains 1102 members 
Mstep: Class 34 contains 4894 members 
Entering Unmasked Estep 
Score: -28347338.000000 Penalty: 20885.734375
Splitting cluster 9 changes total score from -28346240.000000 to -28347338.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 10 (1147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Entering Unmasked Estep 
Score: -49585.656250 Penalty: 320.543182
	Iteration 0F: 2 clusters Score -49585.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -48688.105469 Penalty: 641.086365
	Iteration 0F: 3 clusters Score -48688.11 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -48930.746094 Penalty: 641.086365
	Iteration 1F: 3 clusters Score -48930.75 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -48973.906250 Penalty: 641.086365
	Iteration 2F: 3 clusters Score -48973.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -48999.566406 Penalty: 641.086365
	Iteration 3Q: 3 clusters Score -48999.57 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -49024.203125 Penalty: 641.086365
	Iteration 4Q: 3 clusters Score -49024.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -49055.214844 Penalty: 641.086365
	Iteration 5Q: 3 clusters Score -49055.21 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -49091.285156 Penalty: 641.086365
	Iteration 6Q: 3 clusters Score -49091.29 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -49120.050781 Penalty: 641.086365
	Iteration 7Q: 3 clusters Score -49120.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -49145.851562 Penalty: 641.086365
	Iteration 8Q: 3 clusters Score -49145.85 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -49174.082031 Penalty: 641.086365
	Iteration 9Q: 3 clusters Score -49174.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -49197.710938 Penalty: 641.086365
	Iteration 10Q: 3 clusters Score -49197.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -49222.773438 Penalty: 641.086365
	Iteration 11Q: 3 clusters Score -49222.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -49240.113281 Penalty: 641.086365
	Iteration 12Q: 3 clusters Score -49240.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -49257.265625 Penalty: 641.086365
	Iteration 13Q: 3 clusters Score -49257.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -49268.679688 Penalty: 641.086365
	Iteration 14Q: 3 clusters Score -49268.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -49274.988281 Penalty: 641.086365
	Iteration 15Q: 3 clusters Score -49274.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -49282.664062 Penalty: 641.086365
	Iteration 16Q: 3 clusters Score -49282.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -49288.210938 Penalty: 641.086365
	Iteration 17Q: 3 clusters Score -49288.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -49290.878906 Penalty: 641.086365
	Iteration 18Q: 3 clusters Score -49290.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -49293.886719 Penalty: 641.086365
	Iteration 19Q: 3 clusters Score -49293.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -49297.992188 Penalty: 641.086365
	Iteration 20F: 3 clusters Score -49297.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -49301.210938 Penalty: 641.086365
	Iteration 21Q: 3 clusters Score -49301.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -49305.816406 Penalty: 641.086365
	Iteration 22Q: 3 clusters Score -49305.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -49310.253906 Penalty: 641.086365
	Iteration 23Q: 3 clusters Score -49310.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -49312.000000 Penalty: 641.086365
	Iteration 24Q: 3 clusters Score -49312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -49312.468750 Penalty: 641.086365
	Iteration 25Q: 3 clusters Score -49312.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -49312.738281 Penalty: 641.086365
	Iteration 26Q: 3 clusters Score -49312.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -49313.472656 Penalty: 641.086365
	Iteration 27Q: 3 clusters Score -49313.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -49313.472656 Penalty: 641.086365
	Iteration 28F: 3 clusters Score -49313.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (224118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224118 members 
Entering Unmasked Estep 
Score: -9203793.000000 Penalty: 560.556702
	Iteration 0F: 2 clusters Score -9203793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111722 members 
Mstep: Class 2 contains 112396 members 
Entering Unmasked Estep 
Score: -9051575.000000 Penalty: 1121.113403
	Iteration 0F: 3 clusters Score -9051575 nChanged 110558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98962 members 
Mstep: Class 2 contains 125156 members 
Entering Unmasked Estep 
Score: -9122965.000000 Penalty: 1121.113403
	Iteration 1F: 3 clusters Score -9122965 nChanged 10943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91237 members 
Mstep: Class 2 contains 132881 members 
Entering Unmasked Estep 
Score: -9128338.000000 Penalty: 1121.113403
	Iteration 2Q: 3 clusters Score -9128338 nChanged 13495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80122 members 
Mstep: Class 2 contains 143996 members 
Entering Unmasked Estep 
Score: -9136648.000000 Penalty: 1121.113403
	Iteration 3F: 3 clusters Score -9136648 nChanged 15830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66294 members 
Mstep: Class 2 contains 157824 members 
Entering Unmasked Estep 
Score: -9148793.000000 Penalty: 1121.113403
	Iteration 4F: 3 clusters Score -9148793 nChanged 15789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 172005 members 
Entering Unmasked Estep 
Score: -9162463.000000 Penalty: 1121.113403
	Iteration 5F: 3 clusters Score -9162463 nChanged 13407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 183986 members 
Entering Unmasked Estep 
Score: -9173992.000000 Penalty: 1121.113403
	Iteration 6F: 3 clusters Score -9173992 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 192851 members 
Entering Unmasked Estep 
Score: -9181703.000000 Penalty: 1121.113403
	Iteration 7Q: 3 clusters Score -9181703 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 199569 members 
Entering Unmasked Estep 
Score: -9186898.000000 Penalty: 1121.113403
	Iteration 8Q: 3 clusters Score -9186898 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 205027 members 
Entering Unmasked Estep 
Score: -9190539.000000 Penalty: 1121.113403
	Iteration 9Q: 3 clusters Score -9190539 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 209556 members 
Entering Unmasked Estep 
Score: -9193529.000000 Penalty: 1121.113403
	Iteration 10Q: 3 clusters Score -9193529 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 213445 members 
Entering Unmasked Estep 
Score: -9196216.000000 Penalty: 1121.113403
	Iteration 11Q: 3 clusters Score -9196216 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 216589 members 
Entering Unmasked Estep 
Score: -9198377.000000 Penalty: 1121.113403
	Iteration 12Q: 3 clusters Score -9198377 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 218933 members 
Entering Unmasked Estep 
Score: -9200058.000000 Penalty: 1121.113403
	Iteration 13Q: 3 clusters Score -9200058 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 220629 members 
Entering Unmasked Estep 
Score: -9201112.000000 Penalty: 1121.113403
	Iteration 14Q: 3 clusters Score -9201112 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 221864 members 
Entering Unmasked Estep 
Score: -9201938.000000 Penalty: 1121.113403
	Iteration 15Q: 3 clusters Score -9201938 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 222696 members 
Entering Unmasked Estep 
Score: -9202427.000000 Penalty: 1121.113403
	Iteration 16Q: 3 clusters Score -9202427 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 223253 members 
Entering Unmasked Estep 
Score: -9202798.000000 Penalty: 1121.113403
	Iteration 17Q: 3 clusters Score -9202798 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 223584 members 
Entering Unmasked Estep 
Score: -9203015.000000 Penalty: 1121.113403
	Iteration 18Q: 3 clusters Score -9203015 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 223778 members 
Entering Unmasked Estep 
Score: -9203140.000000 Penalty: 1121.113403
	Iteration 19Q: 3 clusters Score -9203140 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 223861 members 
Entering Unmasked Estep 
Score: -9203191.000000 Penalty: 1121.113403
	Iteration 20F: 3 clusters Score -9203191 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 223907 members 
Entering Unmasked Estep 
Score: -9203248.000000 Penalty: 1121.113403
	Iteration 21Q: 3 clusters Score -9203248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 223934 members 
Entering Unmasked Estep 
Score: -9203261.000000 Penalty: 1121.113403
	Iteration 22Q: 3 clusters Score -9203261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 223950 members 
Entering Unmasked Estep 
Score: -9203279.000000 Penalty: 1121.113403
	Iteration 23Q: 3 clusters Score -9203279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 223961 members 
Entering Unmasked Estep 
Score: -9203290.000000 Penalty: 1121.113403
	Iteration 24Q: 3 clusters Score -9203290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 223970 members 
Entering Unmasked Estep 
Score: -9203294.000000 Penalty: 1121.113403
	Iteration 25Q: 3 clusters Score -9203294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 223976 members 
Entering Unmasked Estep 
Score: -9203298.000000 Penalty: 1121.113403
	Iteration 26Q: 3 clusters Score -9203298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 223977 members 
Entering Unmasked Estep 
Score: -9203300.000000 Penalty: 1121.113403
	Iteration 27Q: 3 clusters Score -9203300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 223978 members 
Entering Unmasked Estep 
Score: -9203298.000000 Penalty: 1121.113403
	Iteration 28Q: 3 clusters Score -9203298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 223978 members 
Entering Unmasked Estep 
Score: -9203298.000000 Penalty: 1121.113403
	Iteration 29F: 3 clusters Score -9203298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -51265.808594 Penalty: 334.652588
	Iteration 0F: 2 clusters Score -51265.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -50116.402344 Penalty: 669.305176
	Iteration 0F: 3 clusters Score -50116.4 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -50810.023438 Penalty: 669.305176
	Iteration 1F: 3 clusters Score -50810.02 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -50997.054688 Penalty: 669.305176
	Iteration 2F: 3 clusters Score -50997.05 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -51089.675781 Penalty: 669.305176
	Iteration 3F: 3 clusters Score -51089.68 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -51129.699219 Penalty: 669.305176
	Iteration 4Q: 3 clusters Score -51129.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -51156.753906 Penalty: 669.305176
	Iteration 5Q: 3 clusters Score -51156.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -51184.593750 Penalty: 669.305176
	Iteration 6Q: 3 clusters Score -51184.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -51213.613281 Penalty: 669.305176
	Iteration 7Q: 3 clusters Score -51213.61 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -51256.058594 Penalty: 669.305176
	Iteration 8Q: 3 clusters Score -51256.06 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -51289.050781 Penalty: 669.305176
	Iteration 9Q: 3 clusters Score -51289.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -51326.902344 Penalty: 669.305176
	Iteration 10Q: 3 clusters Score -51326.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -51344.070312 Penalty: 669.305176
	Iteration 11Q: 3 clusters Score -51344.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -51354.285156 Penalty: 669.305176
	Iteration 12Q: 3 clusters Score -51354.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -51365.746094 Penalty: 669.305176
	Iteration 13Q: 3 clusters Score -51365.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -51373.000000 Penalty: 669.305176
	Iteration 14Q: 3 clusters Score -51373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -51376.312500 Penalty: 669.305176
	Iteration 15Q: 3 clusters Score -51376.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -51380.390625 Penalty: 669.305176
	Iteration 16Q: 3 clusters Score -51380.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -51390.800781 Penalty: 669.305176
	Iteration 17Q: 3 clusters Score -51390.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -51400.277344 Penalty: 669.305176
	Iteration 18Q: 3 clusters Score -51400.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -51421.613281 Penalty: 669.305176
	Iteration 19Q: 3 clusters Score -51421.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -51427.460938 Penalty: 669.305176
	Iteration 20F: 3 clusters Score -51427.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -51427.910156 Penalty: 669.305176
	Iteration 21Q: 3 clusters Score -51427.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -51427.910156 Penalty: 669.305176
	Iteration 22F: 3 clusters Score -51427.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 3481 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6257 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 6301 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 224118 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 14 contains 15576 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 282775 members 
Mstep: Class 17 contains 49071 members 
Mstep: Class 18 contains 4911 members 
Mstep: Class 19 contains 37155 members 
Mstep: Class 20 contains 13140 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 29621 members 
Mstep: Class 25 contains 1620 members 
Mstep: Class 26 contains 2990 members 
Mstep: Class 27 contains 3139 members 
Mstep: Class 28 contains 2977 members 
Mstep: Class 29 contains 5934 members 
Mstep: Class 30 contains 1847 members 
Mstep: Class 31 contains 958 members 
Mstep: Class 32 contains 420 members 
Mstep: Class 33 contains 1102 members 
Mstep: Class 34 contains 4894 members 
Mstep: Class 35 contains 1463 members 
Entering Unmasked Estep 
Score: -28347202.000000 Penalty: 21500.021484
Splitting cluster 12 changes total score from -28346240.000000 to -28347202.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 13 (3387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Entering Unmasked Estep 
Score: -130820.343750 Penalty: 369.810333
	Iteration 0F: 2 clusters Score -130820.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -128511.062500 Penalty: 739.620667
	Iteration 0F: 3 clusters Score -128511.1 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -129505.304688 Penalty: 739.620667
	Iteration 1F: 3 clusters Score -129505.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -129735.539062 Penalty: 739.620667
	Iteration 2F: 3 clusters Score -129735.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -129937.546875 Penalty: 739.620667
	Iteration 3F: 3 clusters Score -129937.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -130083.257812 Penalty: 739.620667
	Iteration 4F: 3 clusters Score -130083.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -130194.968750 Penalty: 739.620667
	Iteration 5Q: 3 clusters Score -130195 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -130291.695312 Penalty: 739.620667
	Iteration 6Q: 3 clusters Score -130291.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -130370.867188 Penalty: 739.620667
	Iteration 7Q: 3 clusters Score -130370.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -130439.609375 Penalty: 739.620667
	Iteration 8Q: 3 clusters Score -130439.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -130485.242188 Penalty: 739.620667
	Iteration 9Q: 3 clusters Score -130485.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -130499.992188 Penalty: 739.620667
	Iteration 10Q: 3 clusters Score -130500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -130506.414062 Penalty: 739.620667
	Iteration 11Q: 3 clusters Score -130506.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -130509.039062 Penalty: 739.620667
	Iteration 12Q: 3 clusters Score -130509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -130511.148438 Penalty: 739.620667
	Iteration 13Q: 3 clusters Score -130511.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -130511.625000 Penalty: 739.620667
	Iteration 14Q: 3 clusters Score -130511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -130512.390625 Penalty: 739.620667
	Iteration 15Q: 3 clusters Score -130512.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -130513.734375 Penalty: 739.620667
	Iteration 16Q: 3 clusters Score -130513.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -130515.367188 Penalty: 739.620667
	Iteration 17Q: 3 clusters Score -130515.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -130516.820312 Penalty: 739.620667
	Iteration 18Q: 3 clusters Score -130516.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -130517.234375 Penalty: 739.620667
	Iteration 19Q: 3 clusters Score -130517.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -130518.164062 Penalty: 739.620667
	Iteration 20F: 3 clusters Score -130518.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -130520.093750 Penalty: 739.620667
	Iteration 21Q: 3 clusters Score -130520.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -130520.929688 Penalty: 739.620667
	Iteration 22Q: 3 clusters Score -130520.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -130521.781250 Penalty: 739.620667
	Iteration 23Q: 3 clusters Score -130521.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -130522.070312 Penalty: 739.620667
	Iteration 24Q: 3 clusters Score -130522.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -130522.351562 Penalty: 739.620667
	Iteration 25Q: 3 clusters Score -130522.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -130523.203125 Penalty: 739.620667
	Iteration 26Q: 3 clusters Score -130523.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -130524.945312 Penalty: 739.620667
	Iteration 27Q: 3 clusters Score -130524.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -130525.632812 Penalty: 739.620667
	Iteration 28Q: 3 clusters Score -130525.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -130525.796875 Penalty: 739.620667
	Iteration 29Q: 3 clusters Score -130525.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -130525.921875 Penalty: 739.620667
	Iteration 30Q: 3 clusters Score -130525.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -130526.164062 Penalty: 739.620667
	Iteration 31Q: 3 clusters Score -130526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -130526.000000 Penalty: 739.620667
	Iteration 32Q: 3 clusters Score -130526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -130526.000000 Penalty: 739.620667
	Iteration 33F: 3 clusters Score -130526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Entering Unmasked Estep 
Score: -623838.750000 Penalty: 439.233612
	Iteration 0F: 2 clusters Score -623838.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -613472.812500 Penalty: 878.467224
	Iteration 0F: 3 clusters Score -613472.8 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -617787.000000 Penalty: 878.467224
	Iteration 1F: 3 clusters Score -617787 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -618051.750000 Penalty: 878.467224
	Iteration 2Q: 3 clusters Score -618051.8 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -618353.500000 Penalty: 878.467224
	Iteration 3Q: 3 clusters Score -618353.5 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -618672.937500 Penalty: 878.467224
	Iteration 4Q: 3 clusters Score -618672.9 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -619007.125000 Penalty: 878.467224
	Iteration 5Q: 3 clusters Score -619007.1 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -619294.375000 Penalty: 878.467224
	Iteration 6Q: 3 clusters Score -619294.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -619506.687500 Penalty: 878.467224
	Iteration 7Q: 3 clusters Score -619506.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -619686.062500 Penalty: 878.467224
	Iteration 8Q: 3 clusters Score -619686.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -619880.187500 Penalty: 878.467224
	Iteration 9Q: 3 clusters Score -619880.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -620103.562500 Penalty: 878.467224
	Iteration 10Q: 3 clusters Score -620103.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -620366.875000 Penalty: 878.467224
	Iteration 11Q: 3 clusters Score -620366.9 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -620667.062500 Penalty: 878.467224
	Iteration 12Q: 3 clusters Score -620667.1 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -621032.812500 Penalty: 878.467224
	Iteration 13Q: 3 clusters Score -621032.8 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -621442.437500 Penalty: 878.467224
	Iteration 14Q: 3 clusters Score -621442.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -621845.562500 Penalty: 878.467224
	Iteration 15Q: 3 clusters Score -621845.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -622214.000000 Penalty: 878.467224
	Iteration 16Q: 3 clusters Score -622214 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -622527.937500 Penalty: 878.467224
	Iteration 17Q: 3 clusters Score -622527.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -622778.000000 Penalty: 878.467224
	Iteration 18Q: 3 clusters Score -622778 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -622966.750000 Penalty: 878.467224
	Iteration 19Q: 3 clusters Score -622966.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -623130.250000 Penalty: 878.467224
	Iteration 20F: 3 clusters Score -623130.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -623259.000000 Penalty: 878.467224
	Iteration 21Q: 3 clusters Score -623259 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -623333.437500 Penalty: 878.467224
	Iteration 22Q: 3 clusters Score -623333.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -623394.875000 Penalty: 878.467224
	Iteration 23Q: 3 clusters Score -623394.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -623430.312500 Penalty: 878.467224
	Iteration 24Q: 3 clusters Score -623430.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -623448.500000 Penalty: 878.467224
	Iteration 25Q: 3 clusters Score -623448.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -623453.562500 Penalty: 878.467224
	Iteration 26Q: 3 clusters Score -623453.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -623457.312500 Penalty: 878.467224
	Iteration 27Q: 3 clusters Score -623457.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -623462.000000 Penalty: 878.467224
	Iteration 28Q: 3 clusters Score -623462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -623466.500000 Penalty: 878.467224
	Iteration 29Q: 3 clusters Score -623466.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -623471.125000 Penalty: 878.467224
	Iteration 30Q: 3 clusters Score -623471.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -623475.500000 Penalty: 878.467224
	Iteration 31Q: 3 clusters Score -623475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -623475.437500 Penalty: 878.467224
	Iteration 32Q: 3 clusters Score -623475.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -623476.625000 Penalty: 878.467224
	Iteration 33Q: 3 clusters Score -623476.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -623476.625000 Penalty: 878.467224
	Iteration 34F: 3 clusters Score -623476.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Entering Unmasked Estep 
Score: -60900.027344 Penalty: 335.943237
	Iteration 0F: 2 clusters Score -60900.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -59703.437500 Penalty: 671.886475
	Iteration 0F: 3 clusters Score -59703.44 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -60142.773438 Penalty: 671.886475
	Iteration 1F: 3 clusters Score -60142.77 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -60243.574219 Penalty: 671.886475
	Iteration 2F: 3 clusters Score -60243.57 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -60331.828125 Penalty: 671.886475
	Iteration 3F: 3 clusters Score -60331.83 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -60416.609375 Penalty: 671.886475
	Iteration 4F: 3 clusters Score -60416.61 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -60493.441406 Penalty: 671.886475
	Iteration 5Q: 3 clusters Score -60493.44 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -60571.164062 Penalty: 671.886475
	Iteration 6F: 3 clusters Score -60571.16 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -60630.933594 Penalty: 671.886475
	Iteration 7Q: 3 clusters Score -60630.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -60684.550781 Penalty: 671.886475
	Iteration 8Q: 3 clusters Score -60684.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -60723.660156 Penalty: 671.886475
	Iteration 9Q: 3 clusters Score -60723.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -60733.933594 Penalty: 671.886475
	Iteration 10Q: 3 clusters Score -60733.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -60736.250000 Penalty: 671.886475
	Iteration 11Q: 3 clusters Score -60736.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -60738.488281 Penalty: 671.886475
	Iteration 12Q: 3 clusters Score -60738.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -60740.281250 Penalty: 671.886475
	Iteration 13Q: 3 clusters Score -60740.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -60741.882812 Penalty: 671.886475
	Iteration 14Q: 3 clusters Score -60741.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -60743.558594 Penalty: 671.886475
	Iteration 15Q: 3 clusters Score -60743.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -60744.253906 Penalty: 671.886475
	Iteration 16Q: 3 clusters Score -60744.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -60744.253906 Penalty: 671.886475
	Iteration 17F: 3 clusters Score -60744.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (282775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282775 members 
Entering Unmasked Estep 
Score: -11756704.000000 Penalty: 571.134521
	Iteration 0F: 2 clusters Score -1.17567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141136 members 
Mstep: Class 2 contains 141639 members 
Entering Unmasked Estep 
Score: -11564408.000000 Penalty: 1142.269043
	Iteration 0F: 3 clusters Score -1.156441e+07 nChanged 138914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128316 members 
Mstep: Class 2 contains 154459 members 
Entering Unmasked Estep 
Score: -11649944.000000 Penalty: 1142.269043
	Iteration 1F: 3 clusters Score -1.164994e+07 nChanged 10545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120661 members 
Mstep: Class 2 contains 162114 members 
Entering Unmasked Estep 
Score: -11653990.000000 Penalty: 1142.269043
	Iteration 2Q: 3 clusters Score -1.165399e+07 nChanged 13559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109412 members 
Mstep: Class 2 contains 173363 members 
Entering Unmasked Estep 
Score: -11661320.000000 Penalty: 1142.269043
	Iteration 3Q: 3 clusters Score -1.166132e+07 nChanged 17271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94141 members 
Mstep: Class 2 contains 188634 members 
Entering Unmasked Estep 
Score: -11673908.000000 Penalty: 1142.269043
	Iteration 4F: 3 clusters Score -1.167391e+07 nChanged 19629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76384 members 
Mstep: Class 2 contains 206391 members 
Entering Unmasked Estep 
Score: -11691222.000000 Penalty: 1142.269043
	Iteration 5F: 3 clusters Score -1.169122e+07 nChanged 18148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60060 members 
Mstep: Class 2 contains 222715 members 
Entering Unmasked Estep 
Score: -11707768.000000 Penalty: 1142.269043
	Iteration 6F: 3 clusters Score -1.170777e+07 nChanged 14481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 235546 members 
Entering Unmasked Estep 
Score: -11719476.000000 Penalty: 1142.269043
	Iteration 7F: 3 clusters Score -1.171948e+07 nChanged 10937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 245367 members 
Entering Unmasked Estep 
Score: -11727037.000000 Penalty: 1142.269043
	Iteration 8Q: 3 clusters Score -1.172704e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 253519 members 
Entering Unmasked Estep 
Score: -11732949.000000 Penalty: 1142.269043
	Iteration 9Q: 3 clusters Score -1.173295e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 260554 members 
Entering Unmasked Estep 
Score: -11738228.000000 Penalty: 1142.269043
	Iteration 10Q: 3 clusters Score -1.173823e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 266573 members 
Entering Unmasked Estep 
Score: -11742717.000000 Penalty: 1142.269043
	Iteration 11Q: 3 clusters Score -1.174272e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 271529 members 
Entering Unmasked Estep 
Score: -11746615.000000 Penalty: 1142.269043
	Iteration 12Q: 3 clusters Score -1.174662e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 275490 members 
Entering Unmasked Estep 
Score: -11749847.000000 Penalty: 1142.269043
	Iteration 13Q: 3 clusters Score -1.174985e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 278529 members 
Entering Unmasked Estep 
Score: -11752465.000000 Penalty: 1142.269043
	Iteration 14Q: 3 clusters Score -1.175246e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 280740 members 
Entering Unmasked Estep 
Score: -11754438.000000 Penalty: 1142.269043
	Iteration 15Q: 3 clusters Score -1.175444e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 282067 members 
Entering Unmasked Estep 
Score: -11755642.000000 Penalty: 1142.269043
	Iteration 16Q: 3 clusters Score -1.175564e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 282565 members 
Entering Unmasked Estep 
Score: -11756029.000000 Penalty: 1142.269043
	Iteration 17Q: 3 clusters Score -1.175603e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 282687 members 
Entering Unmasked Estep 
Score: -11756140.000000 Penalty: 1142.269043
	Iteration 18Q: 3 clusters Score -1.175614e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 282716 members 
Entering Unmasked Estep 
Score: -11756171.000000 Penalty: 1142.269043
	Iteration 19Q: 3 clusters Score -1.175617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 282724 members 
Entering Unmasked Estep 
Score: -11756193.000000 Penalty: 1142.269043
	Iteration 20F: 3 clusters Score -1.175619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 282726 members 
Entering Unmasked Estep 
Score: -11756211.000000 Penalty: 1142.269043
	Iteration 21Q: 3 clusters Score -1.175621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 282727 members 
Entering Unmasked Estep 
Score: -11756211.000000 Penalty: 1142.269043
	Iteration 22Q: 3 clusters Score -1.175621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 282726 members 
Entering Unmasked Estep 
Score: -11756212.000000 Penalty: 1142.269043
	Iteration 23Q: 3 clusters Score -1.175621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 282726 members 
Entering Unmasked Estep 
Score: -11756212.000000 Penalty: 1142.269043
	Iteration 24F: 3 clusters Score -1.175621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Entering Unmasked Estep 
Score: -1989329.750000 Penalty: 491.446564
	Iteration 0F: 2 clusters Score -1989330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -1956328.750000 Penalty: 982.893127
	Iteration 0F: 3 clusters Score -1956329 nChanged 23853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -1971829.375000 Penalty: 982.893127
	Iteration 1F: 3 clusters Score -1971829 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -1973042.625000 Penalty: 982.893127
	Iteration 2F: 3 clusters Score -1973043 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -1974316.750000 Penalty: 982.893127
	Iteration 3F: 3 clusters Score -1974317 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -1975503.500000 Penalty: 982.893127
	Iteration 4F: 3 clusters Score -1975504 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -1976614.000000 Penalty: 982.893127
	Iteration 5F: 3 clusters Score -1976614 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -1977527.625000 Penalty: 982.893127
	Iteration 6Q: 3 clusters Score -1977528 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -1978378.250000 Penalty: 982.893127
	Iteration 7Q: 3 clusters Score -1978378 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -1979192.375000 Penalty: 982.893127
	Iteration 8Q: 3 clusters Score -1979192 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -1979965.625000 Penalty: 982.893127
	Iteration 9Q: 3 clusters Score -1979966 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1980731.625000 Penalty: 982.893127
	Iteration 10Q: 3 clusters Score -1980732 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1981619.000000 Penalty: 982.893127
	Iteration 11Q: 3 clusters Score -1981619 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1982614.000000 Penalty: 982.893127
	Iteration 12Q: 3 clusters Score -1982614 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1983672.000000 Penalty: 982.893127
	Iteration 13Q: 3 clusters Score -1983672 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1984676.000000 Penalty: 982.893127
	Iteration 14Q: 3 clusters Score -1984676 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1985460.375000 Penalty: 982.893127
	Iteration 15Q: 3 clusters Score -1985460 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1985952.000000 Penalty: 982.893127
	Iteration 16Q: 3 clusters Score -1985952 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1986265.750000 Penalty: 982.893127
	Iteration 17Q: 3 clusters Score -1986266 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1986519.750000 Penalty: 982.893127
	Iteration 18Q: 3 clusters Score -1986520 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1986751.125000 Penalty: 982.893127
	Iteration 19Q: 3 clusters Score -1986751 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1986969.875000 Penalty: 982.893127
	Iteration 20F: 3 clusters Score -1986970 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1987198.375000 Penalty: 982.893127
	Iteration 21Q: 3 clusters Score -1987198 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1987427.000000 Penalty: 982.893127
	Iteration 22Q: 3 clusters Score -1987427 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1987615.625000 Penalty: 982.893127
	Iteration 23Q: 3 clusters Score -1987616 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1987784.750000 Penalty: 982.893127
	Iteration 24Q: 3 clusters Score -1987785 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1987955.250000 Penalty: 982.893127
	Iteration 25Q: 3 clusters Score -1987955 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1988122.875000 Penalty: 982.893127
	Iteration 26Q: 3 clusters Score -1988123 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1988286.875000 Penalty: 982.893127
	Iteration 27Q: 3 clusters Score -1988287 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1988434.125000 Penalty: 982.893127
	Iteration 28Q: 3 clusters Score -1988434 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1988577.875000 Penalty: 982.893127
	Iteration 29Q: 3 clusters Score -1988578 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1988726.125000 Penalty: 982.893127
	Iteration 30Q: 3 clusters Score -1988726 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1988836.875000 Penalty: 982.893127
	Iteration 31Q: 3 clusters Score -1988837 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1988925.625000 Penalty: 982.893127
	Iteration 32Q: 3 clusters Score -1988926 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1988991.875000 Penalty: 982.893127
	Iteration 33Q: 3 clusters Score -1988992 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1989038.500000 Penalty: 982.893127
	Iteration 34Q: 3 clusters Score -1989038 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1989074.000000 Penalty: 982.893127
	Iteration 35Q: 3 clusters Score -1989074 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1989097.875000 Penalty: 982.893127
	Iteration 36Q: 3 clusters Score -1989098 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1989111.625000 Penalty: 982.893127
	Iteration 37Q: 3 clusters Score -1989112 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1989128.375000 Penalty: 982.893127
	Iteration 38Q: 3 clusters Score -1989128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1989135.500000 Penalty: 982.893127
	Iteration 39Q: 3 clusters Score -1989136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1989149.500000 Penalty: 982.893127
	Iteration 40F: 3 clusters Score -1989150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1989157.375000 Penalty: 982.893127
	Iteration 41Q: 3 clusters Score -1989157 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1989160.500000 Penalty: 982.893127
	Iteration 42Q: 3 clusters Score -1989160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1989166.375000 Penalty: 982.893127
	Iteration 43Q: 3 clusters Score -1989166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1989174.750000 Penalty: 982.893127
	Iteration 44Q: 3 clusters Score -1989175 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1989180.000000 Penalty: 982.893127
	Iteration 45Q: 3 clusters Score -1989180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1989188.875000 Penalty: 982.893127
	Iteration 46Q: 3 clusters Score -1989189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1989200.125000 Penalty: 982.893127
	Iteration 47Q: 3 clusters Score -1989200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1989204.625000 Penalty: 982.893127
	Iteration 48Q: 3 clusters Score -1989205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1989214.375000 Penalty: 982.893127
	Iteration 49Q: 3 clusters Score -1989214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1989228.250000 Penalty: 982.893127
	Iteration 50Q: 3 clusters Score -1989228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1989231.375000 Penalty: 982.893127
	Iteration 51Q: 3 clusters Score -1989231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1989236.125000 Penalty: 982.893127
	Iteration 52Q: 3 clusters Score -1989236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1989238.375000 Penalty: 982.893127
	Iteration 53Q: 3 clusters Score -1989238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1989242.500000 Penalty: 982.893127
	Iteration 54Q: 3 clusters Score -1989242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1989241.875000 Penalty: 982.893127
	Iteration 55Q: 3 clusters Score -1989242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1989242.250000 Penalty: 982.893127
	Iteration 56Q: 3 clusters Score -1989242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1989244.625000 Penalty: 982.893127
	Iteration 57Q: 3 clusters Score -1989245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1989258.875000 Penalty: 982.893127
	Iteration 58Q: 3 clusters Score -1989259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1989261.375000 Penalty: 982.893127
	Iteration 59Q: 3 clusters Score -1989261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1989267.125000 Penalty: 982.893127
	Iteration 60F: 3 clusters Score -1989267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1989268.250000 Penalty: 982.893127
	Iteration 61Q: 3 clusters Score -1989268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1989270.000000 Penalty: 982.893127
	Iteration 62Q: 3 clusters Score -1989270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1989272.875000 Penalty: 982.893127
	Iteration 63Q: 3 clusters Score -1989273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1989274.125000 Penalty: 982.893127
	Iteration 64Q: 3 clusters Score -1989274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1989273.250000 Penalty: 982.893127
	Iteration 65Q: 3 clusters Score -1989273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1989275.875000 Penalty: 982.893127
	Iteration 66Q: 3 clusters Score -1989276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1989274.250000 Penalty: 982.893127
	Iteration 67Q: 3 clusters Score -1989274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1989274.250000 Penalty: 982.893127
	Iteration 68Q: 3 clusters Score -1989274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1989274.250000 Penalty: 982.893127
	Iteration 69F: 3 clusters Score -1989274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Entering Unmasked Estep 
Score: -191347.140625 Penalty: 386.715118
	Iteration 0F: 2 clusters Score -191347.1 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 2431 members 
Entering Unmasked Estep 
Score: -188002.953125 Penalty: 773.430237
	Iteration 0F: 3 clusters Score -188003 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -189278.953125 Penalty: 773.430237
	Iteration 1F: 3 clusters Score -189279 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -189555.375000 Penalty: 773.430237
	Iteration 2F: 3 clusters Score -189555.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -189883.359375 Penalty: 773.430237
	Iteration 3F: 3 clusters Score -189883.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -190205.812500 Penalty: 773.430237
	Iteration 4F: 3 clusters Score -190205.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -190485.312500 Penalty: 773.430237
	Iteration 5F: 3 clusters Score -190485.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -190648.031250 Penalty: 773.430237
	Iteration 6Q: 3 clusters Score -190648 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -190756.093750 Penalty: 773.430237
	Iteration 7Q: 3 clusters Score -190756.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -190822.468750 Penalty: 773.430237
	Iteration 8Q: 3 clusters Score -190822.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -190857.062500 Penalty: 773.430237
	Iteration 9Q: 3 clusters Score -190857.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -190891.609375 Penalty: 773.430237
	Iteration 10Q: 3 clusters Score -190891.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -190917.281250 Penalty: 773.430237
	Iteration 11Q: 3 clusters Score -190917.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -190938.984375 Penalty: 773.430237
	Iteration 12Q: 3 clusters Score -190939 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -190959.093750 Penalty: 773.430237
	Iteration 13Q: 3 clusters Score -190959.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -190982.625000 Penalty: 773.430237
	Iteration 14Q: 3 clusters Score -190982.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -191006.703125 Penalty: 773.430237
	Iteration 15Q: 3 clusters Score -191006.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -191025.187500 Penalty: 773.430237
	Iteration 16Q: 3 clusters Score -191025.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -191039.281250 Penalty: 773.430237
	Iteration 17Q: 3 clusters Score -191039.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -191050.140625 Penalty: 773.430237
	Iteration 18Q: 3 clusters Score -191050.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -191059.234375 Penalty: 773.430237
	Iteration 19Q: 3 clusters Score -191059.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -191067.937500 Penalty: 773.430237
	Iteration 20F: 3 clusters Score -191067.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -191072.984375 Penalty: 773.430237
	Iteration 21Q: 3 clusters Score -191073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -191076.718750 Penalty: 773.430237
	Iteration 22Q: 3 clusters Score -191076.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -191081.750000 Penalty: 773.430237
	Iteration 23Q: 3 clusters Score -191081.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -191088.609375 Penalty: 773.430237
	Iteration 24Q: 3 clusters Score -191088.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -191095.140625 Penalty: 773.430237
	Iteration 25Q: 3 clusters Score -191095.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -191098.546875 Penalty: 773.430237
	Iteration 26Q: 3 clusters Score -191098.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -191102.125000 Penalty: 773.430237
	Iteration 27Q: 3 clusters Score -191102.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -191106.500000 Penalty: 773.430237
	Iteration 28Q: 3 clusters Score -191106.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -191112.328125 Penalty: 773.430237
	Iteration 29Q: 3 clusters Score -191112.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -191116.750000 Penalty: 773.430237
	Iteration 30Q: 3 clusters Score -191116.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -191123.343750 Penalty: 773.430237
	Iteration 31Q: 3 clusters Score -191123.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -191129.625000 Penalty: 773.430237
	Iteration 32Q: 3 clusters Score -191129.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -191135.875000 Penalty: 773.430237
	Iteration 33Q: 3 clusters Score -191135.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -191142.625000 Penalty: 773.430237
	Iteration 34Q: 3 clusters Score -191142.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -191146.953125 Penalty: 773.430237
	Iteration 35Q: 3 clusters Score -191147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -191148.687500 Penalty: 773.430237
	Iteration 36Q: 3 clusters Score -191148.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -191150.281250 Penalty: 773.430237
	Iteration 37Q: 3 clusters Score -191150.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -191151.843750 Penalty: 773.430237
	Iteration 38Q: 3 clusters Score -191151.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -191153.593750 Penalty: 773.430237
	Iteration 39Q: 3 clusters Score -191153.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -191155.281250 Penalty: 773.430237
	Iteration 40F: 3 clusters Score -191155.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -191156.781250 Penalty: 773.430237
	Iteration 41Q: 3 clusters Score -191156.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -191159.656250 Penalty: 773.430237
	Iteration 42Q: 3 clusters Score -191159.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -191161.343750 Penalty: 773.430237
	Iteration 43Q: 3 clusters Score -191161.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -191163.843750 Penalty: 773.430237
	Iteration 44Q: 3 clusters Score -191163.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -191166.453125 Penalty: 773.430237
	Iteration 45Q: 3 clusters Score -191166.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -191168.796875 Penalty: 773.430237
	Iteration 46Q: 3 clusters Score -191168.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -191173.421875 Penalty: 773.430237
	Iteration 47Q: 3 clusters Score -191173.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -191175.140625 Penalty: 773.430237
	Iteration 48Q: 3 clusters Score -191175.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -191176.031250 Penalty: 773.430237
	Iteration 49Q: 3 clusters Score -191176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -191176.343750 Penalty: 773.430237
	Iteration 50Q: 3 clusters Score -191176.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -191177.031250 Penalty: 773.430237
	Iteration 51Q: 3 clusters Score -191177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -191176.406250 Penalty: 773.430237
	Iteration 52Q: 3 clusters Score -191176.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -191176.859375 Penalty: 773.430237
	Iteration 53Q: 3 clusters Score -191176.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -191177.031250 Penalty: 773.430237
	Iteration 54Q: 3 clusters Score -191177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -191177.031250 Penalty: 773.430237
	Iteration 55Q: 3 clusters Score -191177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -191176.968750 Penalty: 773.430237
	Iteration 56Q: 3 clusters Score -191177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -191177.406250 Penalty: 773.430237
	Iteration 57Q: 3 clusters Score -191177.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -191177.406250 Penalty: 773.430237
	Iteration 58F: 3 clusters Score -191177.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Entering Unmasked Estep 
Score: -1500327.125000 Penalty: 478.789856
	Iteration 0F: 2 clusters Score -1500327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -1475369.125000 Penalty: 957.579712
	Iteration 0F: 3 clusters Score -1475369 nChanged 17861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -1487065.750000 Penalty: 957.579712
	Iteration 1F: 3 clusters Score -1487066 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -1488944.375000 Penalty: 957.579712
	Iteration 2F: 3 clusters Score -1488944 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -1491215.625000 Penalty: 957.579712
	Iteration 3F: 3 clusters Score -1491216 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -1493492.125000 Penalty: 957.579712
	Iteration 4F: 3 clusters Score -1493492 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -1495620.375000 Penalty: 957.579712
	Iteration 5F: 3 clusters Score -1495620 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -1497302.750000 Penalty: 957.579712
	Iteration 6Q: 3 clusters Score -1497303 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -1498464.375000 Penalty: 957.579712
	Iteration 7Q: 3 clusters Score -1498464 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -1499278.875000 Penalty: 957.579712
	Iteration 8Q: 3 clusters Score -1499279 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -1499738.250000 Penalty: 957.579712
	Iteration 9Q: 3 clusters Score -1499738 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -1499930.125000 Penalty: 957.579712
	Iteration 10Q: 3 clusters Score -1499930 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -1500028.125000 Penalty: 957.579712
	Iteration 11Q: 3 clusters Score -1500028 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -1500069.375000 Penalty: 957.579712
	Iteration 12Q: 3 clusters Score -1500069 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -1500101.375000 Penalty: 957.579712
	Iteration 13Q: 3 clusters Score -1500101 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -1500116.125000 Penalty: 957.579712
	Iteration 14Q: 3 clusters Score -1500116 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -1500130.000000 Penalty: 957.579712
	Iteration 15Q: 3 clusters Score -1500130 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -1500142.750000 Penalty: 957.579712
	Iteration 16Q: 3 clusters Score -1500143 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -1500157.000000 Penalty: 957.579712
	Iteration 17Q: 3 clusters Score -1500157 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -1500164.500000 Penalty: 957.579712
	Iteration 18Q: 3 clusters Score -1500164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -1500163.000000 Penalty: 957.579712
	Iteration 19Q: 3 clusters Score -1500163 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -1500163.000000 Penalty: 957.579712
	Iteration 20F: 3 clusters Score -1500163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -1500166.500000 Penalty: 957.579712
	Iteration 21Q: 3 clusters Score -1500166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -1500166.500000 Penalty: 957.579712
	Iteration 22Q: 3 clusters Score -1500166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -1500171.000000 Penalty: 957.579712
	Iteration 23Q: 3 clusters Score -1500171 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -1500176.000000 Penalty: 957.579712
	Iteration 24Q: 3 clusters Score -1500176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -1500173.000000 Penalty: 957.579712
	Iteration 25Q: 3 clusters Score -1500173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -1500178.375000 Penalty: 957.579712
	Iteration 26Q: 3 clusters Score -1500178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -1500178.750000 Penalty: 957.579712
	Iteration 27Q: 3 clusters Score -1500179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -1500183.750000 Penalty: 957.579712
	Iteration 28Q: 3 clusters Score -1500184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -1500186.000000 Penalty: 957.579712
	Iteration 29Q: 3 clusters Score -1500186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -1500189.250000 Penalty: 957.579712
	Iteration 30Q: 3 clusters Score -1500189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -1500188.875000 Penalty: 957.579712
	Iteration 31Q: 3 clusters Score -1500189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -1500191.375000 Penalty: 957.579712
	Iteration 32Q: 3 clusters Score -1500191 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -1500192.625000 Penalty: 957.579712
	Iteration 33Q: 3 clusters Score -1500193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -1500194.750000 Penalty: 957.579712
	Iteration 34Q: 3 clusters Score -1500195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -1500198.125000 Penalty: 957.579712
	Iteration 35Q: 3 clusters Score -1500198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -1500201.250000 Penalty: 957.579712
	Iteration 36Q: 3 clusters Score -1500201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -1500204.875000 Penalty: 957.579712
	Iteration 37Q: 3 clusters Score -1500205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -1500202.750000 Penalty: 957.579712
	Iteration 38Q: 3 clusters Score -1500203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -1500203.250000 Penalty: 957.579712
	Iteration 39Q: 3 clusters Score -1500203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -1500201.250000 Penalty: 957.579712
	Iteration 40F: 3 clusters Score -1500201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -1500202.000000 Penalty: 957.579712
	Iteration 41Q: 3 clusters Score -1500202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -1500203.875000 Penalty: 957.579712
	Iteration 42Q: 3 clusters Score -1500204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -1500203.750000 Penalty: 957.579712
	Iteration 43Q: 3 clusters Score -1500204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -1500206.125000 Penalty: 957.579712
	Iteration 44Q: 3 clusters Score -1500206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -1500207.000000 Penalty: 957.579712
	Iteration 45Q: 3 clusters Score -1500207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -1500206.250000 Penalty: 957.579712
	Iteration 46Q: 3 clusters Score -1500206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -1500205.500000 Penalty: 957.579712
	Iteration 47Q: 3 clusters Score -1500206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -1500206.750000 Penalty: 957.579712
	Iteration 48Q: 3 clusters Score -1500207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -1500207.375000 Penalty: 957.579712
	Iteration 49Q: 3 clusters Score -1500207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -1500209.500000 Penalty: 957.579712
	Iteration 50Q: 3 clusters Score -1500210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -1500208.875000 Penalty: 957.579712
	Iteration 51Q: 3 clusters Score -1500209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -1500208.875000 Penalty: 957.579712
	Iteration 52F: 3 clusters Score -1500209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Entering Unmasked Estep 
Score: -510095.031250 Penalty: 431.495453
	Iteration 0F: 2 clusters Score -510095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -501399.687500 Penalty: 862.990906
	Iteration 0F: 3 clusters Score -501399.7 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -505035.937500 Penalty: 862.990906
	Iteration 1F: 3 clusters Score -505035.9 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -505354.968750 Penalty: 862.990906
	Iteration 2F: 3 clusters Score -505355 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -505728.375000 Penalty: 862.990906
	Iteration 3F: 3 clusters Score -505728.4 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -506072.875000 Penalty: 862.990906
	Iteration 4F: 3 clusters Score -506072.9 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -506443.468750 Penalty: 862.990906
	Iteration 5F: 3 clusters Score -506443.5 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -506859.375000 Penalty: 862.990906
	Iteration 6F: 3 clusters Score -506859.4 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -507212.062500 Penalty: 862.990906
	Iteration 7Q: 3 clusters Score -507212.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -507419.656250 Penalty: 862.990906
	Iteration 8Q: 3 clusters Score -507419.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -507508.125000 Penalty: 862.990906
	Iteration 9Q: 3 clusters Score -507508.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -507550.843750 Penalty: 862.990906
	Iteration 10Q: 3 clusters Score -507550.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -507574.125000 Penalty: 862.990906
	Iteration 11Q: 3 clusters Score -507574.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -507590.687500 Penalty: 862.990906
	Iteration 12Q: 3 clusters Score -507590.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -507609.718750 Penalty: 862.990906
	Iteration 13Q: 3 clusters Score -507609.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -507622.718750 Penalty: 862.990906
	Iteration 14Q: 3 clusters Score -507622.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -507635.281250 Penalty: 862.990906
	Iteration 15Q: 3 clusters Score -507635.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -507647.562500 Penalty: 862.990906
	Iteration 16Q: 3 clusters Score -507647.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -507657.406250 Penalty: 862.990906
	Iteration 17Q: 3 clusters Score -507657.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -507671.000000 Penalty: 862.990906
	Iteration 18Q: 3 clusters Score -507671 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -507679.687500 Penalty: 862.990906
	Iteration 19Q: 3 clusters Score -507679.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -507693.875000 Penalty: 862.990906
	Iteration 20F: 3 clusters Score -507693.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -507708.187500 Penalty: 862.990906
	Iteration 21Q: 3 clusters Score -507708.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -507728.687500 Penalty: 862.990906
	Iteration 22Q: 3 clusters Score -507728.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -507749.281250 Penalty: 862.990906
	Iteration 23Q: 3 clusters Score -507749.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -507771.718750 Penalty: 862.990906
	Iteration 24Q: 3 clusters Score -507771.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -507791.531250 Penalty: 862.990906
	Iteration 25Q: 3 clusters Score -507791.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -507812.812500 Penalty: 862.990906
	Iteration 26Q: 3 clusters Score -507812.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -507840.250000 Penalty: 862.990906
	Iteration 27Q: 3 clusters Score -507840.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -507870.750000 Penalty: 862.990906
	Iteration 28Q: 3 clusters Score -507870.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -507906.531250 Penalty: 862.990906
	Iteration 29Q: 3 clusters Score -507906.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -507944.093750 Penalty: 862.990906
	Iteration 30Q: 3 clusters Score -507944.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -507980.656250 Penalty: 862.990906
	Iteration 31Q: 3 clusters Score -507980.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -508025.875000 Penalty: 862.990906
	Iteration 32Q: 3 clusters Score -508025.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -508081.718750 Penalty: 862.990906
	Iteration 33Q: 3 clusters Score -508081.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -508149.000000 Penalty: 862.990906
	Iteration 34Q: 3 clusters Score -508149 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -508211.437500 Penalty: 862.990906
	Iteration 35Q: 3 clusters Score -508211.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -508270.937500 Penalty: 862.990906
	Iteration 36Q: 3 clusters Score -508270.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -508340.031250 Penalty: 862.990906
	Iteration 37Q: 3 clusters Score -508340 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -508412.000000 Penalty: 862.990906
	Iteration 38Q: 3 clusters Score -508412 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -508489.000000 Penalty: 862.990906
	Iteration 39Q: 3 clusters Score -508489 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -508579.281250 Penalty: 862.990906
	Iteration 40F: 3 clusters Score -508579.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -508670.031250 Penalty: 862.990906
	Iteration 41Q: 3 clusters Score -508670 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -508765.531250 Penalty: 862.990906
	Iteration 42Q: 3 clusters Score -508765.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -508862.937500 Penalty: 862.990906
	Iteration 43Q: 3 clusters Score -508862.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -508973.843750 Penalty: 862.990906
	Iteration 44Q: 3 clusters Score -508973.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -509090.625000 Penalty: 862.990906
	Iteration 45Q: 3 clusters Score -509090.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -509183.125000 Penalty: 862.990906
	Iteration 46Q: 3 clusters Score -509183.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -509272.656250 Penalty: 862.990906
	Iteration 47Q: 3 clusters Score -509272.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -509355.093750 Penalty: 862.990906
	Iteration 48Q: 3 clusters Score -509355.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -509420.187500 Penalty: 862.990906
	Iteration 49Q: 3 clusters Score -509420.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -509478.843750 Penalty: 862.990906
	Iteration 50Q: 3 clusters Score -509478.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -509539.625000 Penalty: 862.990906
	Iteration 51Q: 3 clusters Score -509539.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -509589.375000 Penalty: 862.990906
	Iteration 52Q: 3 clusters Score -509589.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -509627.500000 Penalty: 862.990906
	Iteration 53Q: 3 clusters Score -509627.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -509652.250000 Penalty: 862.990906
	Iteration 54Q: 3 clusters Score -509652.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -509677.937500 Penalty: 862.990906
	Iteration 55Q: 3 clusters Score -509677.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -509708.156250 Penalty: 862.990906
	Iteration 56Q: 3 clusters Score -509708.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -509727.718750 Penalty: 862.990906
	Iteration 57Q: 3 clusters Score -509727.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -509733.125000 Penalty: 862.990906
	Iteration 58Q: 3 clusters Score -509733.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -509741.187500 Penalty: 862.990906
	Iteration 59Q: 3 clusters Score -509741.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -509744.968750 Penalty: 862.990906
	Iteration 60F: 3 clusters Score -509745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -509746.156250 Penalty: 862.990906
	Iteration 61Q: 3 clusters Score -509746.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -509748.812500 Penalty: 862.990906
	Iteration 62Q: 3 clusters Score -509748.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -509749.312500 Penalty: 862.990906
	Iteration 63Q: 3 clusters Score -509749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -509749.531250 Penalty: 862.990906
	Iteration 64Q: 3 clusters Score -509749.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -509752.281250 Penalty: 862.990906
	Iteration 65Q: 3 clusters Score -509752.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -509752.468750 Penalty: 862.990906
	Iteration 66Q: 3 clusters Score -509752.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -509754.343750 Penalty: 862.990906
	Iteration 67Q: 3 clusters Score -509754.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -509755.000000 Penalty: 862.990906
	Iteration 68Q: 3 clusters Score -509755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -509755.906250 Penalty: 862.990906
	Iteration 69Q: 3 clusters Score -509755.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -509756.312500 Penalty: 862.990906
	Iteration 70Q: 3 clusters Score -509756.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -509757.187500 Penalty: 862.990906
	Iteration 71Q: 3 clusters Score -509757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -509758.000000 Penalty: 862.990906
	Iteration 72Q: 3 clusters Score -509758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -509758.812500 Penalty: 862.990906
	Iteration 73Q: 3 clusters Score -509758.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -509758.812500 Penalty: 862.990906
	Iteration 74F: 3 clusters Score -509758.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Entering Unmasked Estep 
Score: -125433.953125 Penalty: 367.875610
	Iteration 0F: 2 clusters Score -125434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -123168.062500 Penalty: 735.751221
	Iteration 0F: 3 clusters Score -123168.1 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -124157.054688 Penalty: 735.751221
	Iteration 1F: 3 clusters Score -124157.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -124465.710938 Penalty: 735.751221
	Iteration 2F: 3 clusters Score -124465.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -124750.585938 Penalty: 735.751221
	Iteration 3F: 3 clusters Score -124750.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -125070.976562 Penalty: 735.751221
	Iteration 4F: 3 clusters Score -125071 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -125350.171875 Penalty: 735.751221
	Iteration 5F: 3 clusters Score -125350.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -125480.546875 Penalty: 735.751221
	Iteration 6Q: 3 clusters Score -125480.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -125539.648438 Penalty: 735.751221
	Iteration 7Q: 3 clusters Score -125539.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -125573.656250 Penalty: 735.751221
	Iteration 8Q: 3 clusters Score -125573.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -125599.718750 Penalty: 735.751221
	Iteration 9Q: 3 clusters Score -125599.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -125630.203125 Penalty: 735.751221
	Iteration 10Q: 3 clusters Score -125630.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -125687.367188 Penalty: 735.751221
	Iteration 11Q: 3 clusters Score -125687.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -125761.906250 Penalty: 735.751221
	Iteration 12Q: 3 clusters Score -125761.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -125807.757812 Penalty: 735.751221
	Iteration 13Q: 3 clusters Score -125807.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -125823.187500 Penalty: 735.751221
	Iteration 14Q: 3 clusters Score -125823.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -125835.203125 Penalty: 735.751221
	Iteration 15Q: 3 clusters Score -125835.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -125841.187500 Penalty: 735.751221
	Iteration 16Q: 3 clusters Score -125841.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -125843.351562 Penalty: 735.751221
	Iteration 17Q: 3 clusters Score -125843.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -125844.710938 Penalty: 735.751221
	Iteration 18Q: 3 clusters Score -125844.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -125845.085938 Penalty: 735.751221
	Iteration 19Q: 3 clusters Score -125845.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -125845.093750 Penalty: 735.751221
	Iteration 20F: 3 clusters Score -125845.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -125845.343750 Penalty: 735.751221
	Iteration 21Q: 3 clusters Score -125845.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -125845.484375 Penalty: 735.751221
	Iteration 22Q: 3 clusters Score -125845.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -125845.601562 Penalty: 735.751221
	Iteration 23Q: 3 clusters Score -125845.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -125845.601562 Penalty: 735.751221
	Iteration 24F: 3 clusters Score -125845.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 3481 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6257 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 6301 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 224118 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 14 contains 15576 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 282775 members 
Mstep: Class 17 contains 49071 members 
Mstep: Class 18 contains 4911 members 
Mstep: Class 19 contains 37155 members 
Mstep: Class 20 contains 13140 members 
Mstep: Class 21 contains 1752 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 29621 members 
Mstep: Class 25 contains 1620 members 
Mstep: Class 26 contains 2990 members 
Mstep: Class 27 contains 3139 members 
Mstep: Class 28 contains 2977 members 
Mstep: Class 29 contains 5934 members 
Mstep: Class 30 contains 1847 members 
Mstep: Class 31 contains 958 members 
Mstep: Class 32 contains 420 members 
Mstep: Class 33 contains 1102 members 
Mstep: Class 34 contains 4894 members 
Mstep: Class 35 contains 1463 members 
Mstep: Class 36 contains 1494 members 
Entering Unmasked Estep 
Score: -28347346.000000 Penalty: 22114.306641
Splitting cluster 21 changes total score from -28346240.000000 to -28347346.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 22 (3849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Entering Unmasked Estep 
Score: -150915.125000 Penalty: 375.628357
	Iteration 0F: 2 clusters Score -150915.1 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 1976 members 
Entering Unmasked Estep 
Score: -148304.406250 Penalty: 751.256714
	Iteration 0F: 3 clusters Score -148304.4 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -149403.734375 Penalty: 751.256714
	Iteration 1F: 3 clusters Score -149403.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -149685.953125 Penalty: 751.256714
	Iteration 2F: 3 clusters Score -149686 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -149966.156250 Penalty: 751.256714
	Iteration 3F: 3 clusters Score -149966.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -150194.656250 Penalty: 751.256714
	Iteration 4F: 3 clusters Score -150194.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -150329.859375 Penalty: 751.256714
	Iteration 5F: 3 clusters Score -150329.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -150411.531250 Penalty: 751.256714
	Iteration 6Q: 3 clusters Score -150411.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -150486.375000 Penalty: 751.256714
	Iteration 7Q: 3 clusters Score -150486.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -150562.875000 Penalty: 751.256714
	Iteration 8Q: 3 clusters Score -150562.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -150671.484375 Penalty: 751.256714
	Iteration 9Q: 3 clusters Score -150671.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -150793.812500 Penalty: 751.256714
	Iteration 10Q: 3 clusters Score -150793.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -150900.750000 Penalty: 751.256714
	Iteration 11Q: 3 clusters Score -150900.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -150997.375000 Penalty: 751.256714
	Iteration 12Q: 3 clusters Score -150997.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -151092.750000 Penalty: 751.256714
	Iteration 13Q: 3 clusters Score -151092.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -151137.093750 Penalty: 751.256714
	Iteration 14Q: 3 clusters Score -151137.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -151149.593750 Penalty: 751.256714
	Iteration 15Q: 3 clusters Score -151149.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -151153.234375 Penalty: 751.256714
	Iteration 16Q: 3 clusters Score -151153.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -151156.328125 Penalty: 751.256714
	Iteration 17Q: 3 clusters Score -151156.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -151159.359375 Penalty: 751.256714
	Iteration 18Q: 3 clusters Score -151159.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -151161.812500 Penalty: 751.256714
	Iteration 19Q: 3 clusters Score -151161.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -151166.812500 Penalty: 751.256714
	Iteration 20F: 3 clusters Score -151166.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -151170.984375 Penalty: 751.256714
	Iteration 21Q: 3 clusters Score -151171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -151175.093750 Penalty: 751.256714
	Iteration 22Q: 3 clusters Score -151175.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -151180.484375 Penalty: 751.256714
	Iteration 23Q: 3 clusters Score -151180.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -151188.953125 Penalty: 751.256714
	Iteration 24Q: 3 clusters Score -151189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -151204.328125 Penalty: 751.256714
	Iteration 25Q: 3 clusters Score -151204.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -151222.390625 Penalty: 751.256714
	Iteration 26Q: 3 clusters Score -151222.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -151246.578125 Penalty: 751.256714
	Iteration 27Q: 3 clusters Score -151246.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -151294.640625 Penalty: 751.256714
	Iteration 28Q: 3 clusters Score -151294.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -151338.218750 Penalty: 751.256714
	Iteration 29Q: 3 clusters Score -151338.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -151379.593750 Penalty: 751.256714
	Iteration 30Q: 3 clusters Score -151379.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -151398.812500 Penalty: 751.256714
	Iteration 31Q: 3 clusters Score -151398.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -151406.312500 Penalty: 751.256714
	Iteration 32Q: 3 clusters Score -151406.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -151413.031250 Penalty: 751.256714
	Iteration 33Q: 3 clusters Score -151413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -151418.359375 Penalty: 751.256714
	Iteration 34Q: 3 clusters Score -151418.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -151421.234375 Penalty: 751.256714
	Iteration 35Q: 3 clusters Score -151421.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -151424.468750 Penalty: 751.256714
	Iteration 36Q: 3 clusters Score -151424.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -151427.015625 Penalty: 751.256714
	Iteration 37Q: 3 clusters Score -151427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -151434.078125 Penalty: 751.256714
	Iteration 38Q: 3 clusters Score -151434.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -151435.656250 Penalty: 751.256714
	Iteration 39Q: 3 clusters Score -151435.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -151443.906250 Penalty: 751.256714
	Iteration 40F: 3 clusters Score -151443.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -151447.953125 Penalty: 751.256714
	Iteration 41Q: 3 clusters Score -151448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -151451.578125 Penalty: 751.256714
	Iteration 42Q: 3 clusters Score -151451.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -151453.343750 Penalty: 751.256714
	Iteration 43Q: 3 clusters Score -151453.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -151453.453125 Penalty: 751.256714
	Iteration 44Q: 3 clusters Score -151453.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -151454.171875 Penalty: 751.256714
	Iteration 45Q: 3 clusters Score -151454.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -151455.531250 Penalty: 751.256714
	Iteration 46Q: 3 clusters Score -151455.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -151456.250000 Penalty: 751.256714
	Iteration 47Q: 3 clusters Score -151456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -151456.593750 Penalty: 751.256714
	Iteration 48Q: 3 clusters Score -151456.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -151457.000000 Penalty: 751.256714
	Iteration 49Q: 3 clusters Score -151457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -151457.750000 Penalty: 751.256714
	Iteration 50Q: 3 clusters Score -151457.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -151458.000000 Penalty: 751.256714
	Iteration 51Q: 3 clusters Score -151458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -151458.312500 Penalty: 751.256714
	Iteration 52Q: 3 clusters Score -151458.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -151458.921875 Penalty: 751.256714
	Iteration 53Q: 3 clusters Score -151458.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -151459.328125 Penalty: 751.256714
	Iteration 54Q: 3 clusters Score -151459.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -151459.328125 Penalty: 751.256714
	Iteration 55F: 3 clusters Score -151459.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 3481 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6257 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 6301 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 224118 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 14 contains 15576 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 282775 members 
Mstep: Class 17 contains 49071 members 
Mstep: Class 18 contains 4911 members 
Mstep: Class 19 contains 37155 members 
Mstep: Class 20 contains 13140 members 
Mstep: Class 21 contains 1752 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 29621 members 
Mstep: Class 25 contains 1620 members 
Mstep: Class 26 contains 2990 members 
Mstep: Class 27 contains 3139 members 
Mstep: Class 28 contains 2977 members 
Mstep: Class 29 contains 5934 members 
Mstep: Class 30 contains 1847 members 
Mstep: Class 31 contains 958 members 
Mstep: Class 32 contains 420 members 
Mstep: Class 33 contains 1102 members 
Mstep: Class 34 contains 4894 members 
Mstep: Class 35 contains 1463 members 
Mstep: Class 36 contains 1494 members 
Mstep: Class 37 contains 2491 members 
Entering Unmasked Estep 
Score: -28347670.000000 Penalty: 22728.593750
Splitting cluster 22 changes total score from -28346240.000000 to -28347670.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 23 (4687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Entering Unmasked Estep 
Score: -194411.640625 Penalty: 384.590942
	Iteration 0F: 2 clusters Score -194411.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -191267.296875 Penalty: 769.181885
	Iteration 0F: 3 clusters Score -191267.3 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -192558.359375 Penalty: 769.181885
	Iteration 1F: 3 clusters Score -192558.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -192736.406250 Penalty: 769.181885
	Iteration 2F: 3 clusters Score -192736.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -192891.656250 Penalty: 769.181885
	Iteration 3F: 3 clusters Score -192891.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -193003.484375 Penalty: 769.181885
	Iteration 4Q: 3 clusters Score -193003.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -193118.171875 Penalty: 769.181885
	Iteration 5Q: 3 clusters Score -193118.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -193216.609375 Penalty: 769.181885
	Iteration 6Q: 3 clusters Score -193216.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -193335.421875 Penalty: 769.181885
	Iteration 7Q: 3 clusters Score -193335.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -193489.718750 Penalty: 769.181885
	Iteration 8Q: 3 clusters Score -193489.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -193652.671875 Penalty: 769.181885
	Iteration 9Q: 3 clusters Score -193652.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -193770.281250 Penalty: 769.181885
	Iteration 10Q: 3 clusters Score -193770.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -193870.453125 Penalty: 769.181885
	Iteration 11Q: 3 clusters Score -193870.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -193955.140625 Penalty: 769.181885
	Iteration 12Q: 3 clusters Score -193955.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -194004.031250 Penalty: 769.181885
	Iteration 13Q: 3 clusters Score -194004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -194032.218750 Penalty: 769.181885
	Iteration 14Q: 3 clusters Score -194032.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -194065.859375 Penalty: 769.181885
	Iteration 15Q: 3 clusters Score -194065.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -194089.203125 Penalty: 769.181885
	Iteration 16Q: 3 clusters Score -194089.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -194112.203125 Penalty: 769.181885
	Iteration 17Q: 3 clusters Score -194112.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -194129.796875 Penalty: 769.181885
	Iteration 18Q: 3 clusters Score -194129.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -194153.828125 Penalty: 769.181885
	Iteration 19Q: 3 clusters Score -194153.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -194162.890625 Penalty: 769.181885
	Iteration 20F: 3 clusters Score -194162.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -194166.453125 Penalty: 769.181885
	Iteration 21Q: 3 clusters Score -194166.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -194166.703125 Penalty: 769.181885
	Iteration 22Q: 3 clusters Score -194166.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -194167.906250 Penalty: 769.181885
	Iteration 23Q: 3 clusters Score -194167.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -194169.421875 Penalty: 769.181885
	Iteration 24Q: 3 clusters Score -194169.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -194170.015625 Penalty: 769.181885
	Iteration 25Q: 3 clusters Score -194170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -194170.359375 Penalty: 769.181885
	Iteration 26Q: 3 clusters Score -194170.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -194171.875000 Penalty: 769.181885
	Iteration 27Q: 3 clusters Score -194171.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -194171.875000 Penalty: 769.181885
	Iteration 28F: 3 clusters Score -194171.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Entering Unmasked Estep 
Score: -1124655.000000 Penalty: 468.478882
	Iteration 0F: 2 clusters Score -1124655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1104880.375000 Penalty: 936.957764
	Iteration 0F: 3 clusters Score -1104880 nChanged 14262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -1114906.000000 Penalty: 936.957764
	Iteration 1F: 3 clusters Score -1114906 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -1117171.250000 Penalty: 936.957764
	Iteration 2F: 3 clusters Score -1117171 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -1119729.125000 Penalty: 936.957764
	Iteration 3F: 3 clusters Score -1119729 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -1122221.375000 Penalty: 936.957764
	Iteration 4F: 3 clusters Score -1122221 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -1123915.250000 Penalty: 936.957764
	Iteration 5Q: 3 clusters Score -1123915 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -1124587.250000 Penalty: 936.957764
	Iteration 6Q: 3 clusters Score -1124587 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -1124856.625000 Penalty: 936.957764
	Iteration 7Q: 3 clusters Score -1124857 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -1125007.625000 Penalty: 936.957764
	Iteration 8Q: 3 clusters Score -1125008 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -1125122.125000 Penalty: 936.957764
	Iteration 9Q: 3 clusters Score -1125122 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -1125202.500000 Penalty: 936.957764
	Iteration 10Q: 3 clusters Score -1125202 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -1125256.375000 Penalty: 936.957764
	Iteration 11Q: 3 clusters Score -1125256 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -1125297.250000 Penalty: 936.957764
	Iteration 12Q: 3 clusters Score -1125297 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -1125318.000000 Penalty: 936.957764
	Iteration 13Q: 3 clusters Score -1125318 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -1125332.125000 Penalty: 936.957764
	Iteration 14Q: 3 clusters Score -1125332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -1125343.625000 Penalty: 936.957764
	Iteration 15Q: 3 clusters Score -1125344 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -1125357.250000 Penalty: 936.957764
	Iteration 16Q: 3 clusters Score -1125357 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -1125375.125000 Penalty: 936.957764
	Iteration 17Q: 3 clusters Score -1125375 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -1125394.125000 Penalty: 936.957764
	Iteration 18Q: 3 clusters Score -1125394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -1125411.375000 Penalty: 936.957764
	Iteration 19Q: 3 clusters Score -1125411 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -1125426.750000 Penalty: 936.957764
	Iteration 20F: 3 clusters Score -1125427 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -1125441.875000 Penalty: 936.957764
	Iteration 21Q: 3 clusters Score -1125442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -1125443.875000 Penalty: 936.957764
	Iteration 22Q: 3 clusters Score -1125444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -1125450.125000 Penalty: 936.957764
	Iteration 23Q: 3 clusters Score -1125450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -1125453.875000 Penalty: 936.957764
	Iteration 24Q: 3 clusters Score -1125454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -1125461.250000 Penalty: 936.957764
	Iteration 25Q: 3 clusters Score -1125461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -1125466.000000 Penalty: 936.957764
	Iteration 26Q: 3 clusters Score -1125466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -1125469.250000 Penalty: 936.957764
	Iteration 27Q: 3 clusters Score -1125469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -1125470.375000 Penalty: 936.957764
	Iteration 28Q: 3 clusters Score -1125470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -1125476.375000 Penalty: 936.957764
	Iteration 29Q: 3 clusters Score -1125476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -1125478.750000 Penalty: 936.957764
	Iteration 30Q: 3 clusters Score -1125479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -1125478.375000 Penalty: 936.957764
	Iteration 31Q: 3 clusters Score -1125478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -1125477.875000 Penalty: 936.957764
	Iteration 32Q: 3 clusters Score -1125478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -1125478.500000 Penalty: 936.957764
	Iteration 33Q: 3 clusters Score -1125478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -1125479.625000 Penalty: 936.957764
	Iteration 34Q: 3 clusters Score -1125480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -1125479.625000 Penalty: 936.957764
	Iteration 35Q: 3 clusters Score -1125480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -1125479.625000 Penalty: 936.957764
	Iteration 36Q: 3 clusters Score -1125480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -1125482.000000 Penalty: 936.957764
	Iteration 37Q: 3 clusters Score -1125482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -1125482.000000 Penalty: 936.957764
	Iteration 38F: 3 clusters Score -1125482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 3481 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6257 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 6301 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 224118 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 14 contains 15576 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 282775 members 
Mstep: Class 17 contains 49071 members 
Mstep: Class 18 contains 4911 members 
Mstep: Class 19 contains 37155 members 
Mstep: Class 20 contains 13140 members 
Mstep: Class 21 contains 1752 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 1869 members 
Mstep: Class 25 contains 1620 members 
Mstep: Class 26 contains 2990 members 
Mstep: Class 27 contains 3139 members 
Mstep: Class 28 contains 2977 members 
Mstep: Class 29 contains 5934 members 
Mstep: Class 30 contains 1847 members 
Mstep: Class 31 contains 958 members 
Mstep: Class 32 contains 420 members 
Mstep: Class 33 contains 1102 members 
Mstep: Class 34 contains 4894 members 
Mstep: Class 35 contains 1463 members 
Mstep: Class 36 contains 1494 members 
Mstep: Class 37 contains 2491 members 
Mstep: Class 38 contains 27752 members 
Entering Unmasked Estep 
Score: -28348322.000000 Penalty: 23342.880859
Splitting cluster 24 changes total score from -28346240.000000 to -28348322.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 25 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -63251.554688 Penalty: 336.253265
	Iteration 0F: 2 clusters Score -63251.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -62111.308594 Penalty: 672.506531
	Iteration 0F: 3 clusters Score -62111.31 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -62445.167969 Penalty: 672.506531
	Iteration 1F: 3 clusters Score -62445.17 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -62500.464844 Penalty: 672.506531
	Iteration 2F: 3 clusters Score -62500.46 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -62564.996094 Penalty: 672.506531
	Iteration 3F: 3 clusters Score -62565 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -62637.222656 Penalty: 672.506531
	Iteration 4F: 3 clusters Score -62637.22 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -62742.476562 Penalty: 672.506531
	Iteration 5F: 3 clusters Score -62742.48 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -62856.765625 Penalty: 672.506531
	Iteration 6F: 3 clusters Score -62856.77 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -62944.636719 Penalty: 672.506531
	Iteration 7F: 3 clusters Score -62944.64 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -62991.269531 Penalty: 672.506531
	Iteration 8Q: 3 clusters Score -62991.27 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -63027.589844 Penalty: 672.506531
	Iteration 9Q: 3 clusters Score -63027.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -63057.144531 Penalty: 672.506531
	Iteration 10Q: 3 clusters Score -63057.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -63078.648438 Penalty: 672.506531
	Iteration 11Q: 3 clusters Score -63078.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -63085.761719 Penalty: 672.506531
	Iteration 12Q: 3 clusters Score -63085.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -63090.882812 Penalty: 672.506531
	Iteration 13Q: 3 clusters Score -63090.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -63093.636719 Penalty: 672.506531
	Iteration 14Q: 3 clusters Score -63093.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -63096.550781 Penalty: 672.506531
	Iteration 15Q: 3 clusters Score -63096.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -63098.878906 Penalty: 672.506531
	Iteration 16Q: 3 clusters Score -63098.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -63099.632812 Penalty: 672.506531
	Iteration 17Q: 3 clusters Score -63099.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -63099.632812 Penalty: 672.506531
	Iteration 18F: 3 clusters Score -63099.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Entering Unmasked Estep 
Score: -120789.140625 Penalty: 364.137817
	Iteration 0F: 2 clusters Score -120789.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -118722.460938 Penalty: 728.275635
	Iteration 0F: 3 clusters Score -118722.5 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -119481.007812 Penalty: 728.275635
	Iteration 1F: 3 clusters Score -119481 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -119636.335938 Penalty: 728.275635
	Iteration 2F: 3 clusters Score -119636.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -119756.453125 Penalty: 728.275635
	Iteration 3F: 3 clusters Score -119756.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -119859.062500 Penalty: 728.275635
	Iteration 4F: 3 clusters Score -119859.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -119934.101562 Penalty: 728.275635
	Iteration 5Q: 3 clusters Score -119934.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -120010.726562 Penalty: 728.275635
	Iteration 6Q: 3 clusters Score -120010.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -120082.476562 Penalty: 728.275635
	Iteration 7Q: 3 clusters Score -120082.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -120154.828125 Penalty: 728.275635
	Iteration 8Q: 3 clusters Score -120154.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -120218.632812 Penalty: 728.275635
	Iteration 9Q: 3 clusters Score -120218.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -120266.554688 Penalty: 728.275635
	Iteration 10Q: 3 clusters Score -120266.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -120303.203125 Penalty: 728.275635
	Iteration 11Q: 3 clusters Score -120303.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -120340.882812 Penalty: 728.275635
	Iteration 12Q: 3 clusters Score -120340.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -120380.664062 Penalty: 728.275635
	Iteration 13Q: 3 clusters Score -120380.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -120410.187500 Penalty: 728.275635
	Iteration 14Q: 3 clusters Score -120410.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -120425.375000 Penalty: 728.275635
	Iteration 15Q: 3 clusters Score -120425.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -120439.335938 Penalty: 728.275635
	Iteration 16Q: 3 clusters Score -120439.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -120451.484375 Penalty: 728.275635
	Iteration 17Q: 3 clusters Score -120451.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -120460.031250 Penalty: 728.275635
	Iteration 18Q: 3 clusters Score -120460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -120474.062500 Penalty: 728.275635
	Iteration 19Q: 3 clusters Score -120474.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -120485.710938 Penalty: 728.275635
	Iteration 20F: 3 clusters Score -120485.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -120508.210938 Penalty: 728.275635
	Iteration 21Q: 3 clusters Score -120508.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -120528.695312 Penalty: 728.275635
	Iteration 22Q: 3 clusters Score -120528.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -120539.593750 Penalty: 728.275635
	Iteration 23Q: 3 clusters Score -120539.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -120542.539062 Penalty: 728.275635
	Iteration 24Q: 3 clusters Score -120542.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -120544.593750 Penalty: 728.275635
	Iteration 25Q: 3 clusters Score -120544.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -120546.328125 Penalty: 728.275635
	Iteration 26Q: 3 clusters Score -120546.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -120549.343750 Penalty: 728.275635
	Iteration 27Q: 3 clusters Score -120549.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -120550.468750 Penalty: 728.275635
	Iteration 28Q: 3 clusters Score -120550.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -120551.796875 Penalty: 728.275635
	Iteration 29Q: 3 clusters Score -120551.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -120551.796875 Penalty: 728.275635
	Iteration 30F: 3 clusters Score -120551.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Entering Unmasked Estep 
Score: -121323.890625 Penalty: 366.350525
	Iteration 0F: 2 clusters Score -121323.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -119177.078125 Penalty: 732.701050
	Iteration 0F: 3 clusters Score -119177.1 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -119981.390625 Penalty: 732.701050
	Iteration 1F: 3 clusters Score -119981.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -120122.765625 Penalty: 732.701050
	Iteration 2F: 3 clusters Score -120122.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -120272.414062 Penalty: 732.701050
	Iteration 3F: 3 clusters Score -120272.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -120408.367188 Penalty: 732.701050
	Iteration 4F: 3 clusters Score -120408.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -120569.476562 Penalty: 732.701050
	Iteration 5F: 3 clusters Score -120569.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -120721.820312 Penalty: 732.701050
	Iteration 6Q: 3 clusters Score -120721.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -120815.281250 Penalty: 732.701050
	Iteration 7Q: 3 clusters Score -120815.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -120872.835938 Penalty: 732.701050
	Iteration 8Q: 3 clusters Score -120872.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -120914.437500 Penalty: 732.701050
	Iteration 9Q: 3 clusters Score -120914.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -120953.031250 Penalty: 732.701050
	Iteration 10Q: 3 clusters Score -120953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -120970.054688 Penalty: 732.701050
	Iteration 11Q: 3 clusters Score -120970.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -120976.937500 Penalty: 732.701050
	Iteration 12Q: 3 clusters Score -120976.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -120983.398438 Penalty: 732.701050
	Iteration 13Q: 3 clusters Score -120983.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -120988.429688 Penalty: 732.701050
	Iteration 14Q: 3 clusters Score -120988.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -120991.929688 Penalty: 732.701050
	Iteration 15Q: 3 clusters Score -120991.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -120995.976562 Penalty: 732.701050
	Iteration 16Q: 3 clusters Score -120996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -120999.750000 Penalty: 732.701050
	Iteration 17Q: 3 clusters Score -120999.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -121003.000000 Penalty: 732.701050
	Iteration 18Q: 3 clusters Score -121003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -121005.906250 Penalty: 732.701050
	Iteration 19Q: 3 clusters Score -121005.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -121008.523438 Penalty: 732.701050
	Iteration 20F: 3 clusters Score -121008.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -121009.562500 Penalty: 732.701050
	Iteration 21Q: 3 clusters Score -121009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -121009.562500 Penalty: 732.701050
	Iteration 22F: 3 clusters Score -121009.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Entering Unmasked Estep 
Score: -118740.187500 Penalty: 363.939545
	Iteration 0F: 2 clusters Score -118740.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -116650.601562 Penalty: 727.879089
	Iteration 0F: 3 clusters Score -116650.6 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -117403.132812 Penalty: 727.879089
	Iteration 1F: 3 clusters Score -117403.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -117508.843750 Penalty: 727.879089
	Iteration 2F: 3 clusters Score -117508.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -117613.820312 Penalty: 727.879089
	Iteration 3F: 3 clusters Score -117613.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -117730.140625 Penalty: 727.879089
	Iteration 4F: 3 clusters Score -117730.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -117870.945312 Penalty: 727.879089
	Iteration 5F: 3 clusters Score -117870.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -118032.968750 Penalty: 727.879089
	Iteration 6F: 3 clusters Score -118033 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -118161.726562 Penalty: 727.879089
	Iteration 7F: 3 clusters Score -118161.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -118257.625000 Penalty: 727.879089
	Iteration 8Q: 3 clusters Score -118257.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -118300.000000 Penalty: 727.879089
	Iteration 9Q: 3 clusters Score -118300 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -118315.226562 Penalty: 727.879089
	Iteration 10Q: 3 clusters Score -118315.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -118329.320312 Penalty: 727.879089
	Iteration 11Q: 3 clusters Score -118329.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -118343.265625 Penalty: 727.879089
	Iteration 12Q: 3 clusters Score -118343.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -118354.531250 Penalty: 727.879089
	Iteration 13Q: 3 clusters Score -118354.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -118363.062500 Penalty: 727.879089
	Iteration 14Q: 3 clusters Score -118363.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -118368.648438 Penalty: 727.879089
	Iteration 15Q: 3 clusters Score -118368.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -118373.664062 Penalty: 727.879089
	Iteration 16Q: 3 clusters Score -118373.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -118378.234375 Penalty: 727.879089
	Iteration 17Q: 3 clusters Score -118378.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -118383.335938 Penalty: 727.879089
	Iteration 18Q: 3 clusters Score -118383.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -118391.875000 Penalty: 727.879089
	Iteration 19Q: 3 clusters Score -118391.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -118404.226562 Penalty: 727.879089
	Iteration 20F: 3 clusters Score -118404.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -118420.007812 Penalty: 727.879089
	Iteration 21Q: 3 clusters Score -118420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -118443.632812 Penalty: 727.879089
	Iteration 22Q: 3 clusters Score -118443.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -118470.960938 Penalty: 727.879089
	Iteration 23Q: 3 clusters Score -118471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -118488.359375 Penalty: 727.879089
	Iteration 24Q: 3 clusters Score -118488.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -118500.289062 Penalty: 727.879089
	Iteration 25Q: 3 clusters Score -118500.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -118506.460938 Penalty: 727.879089
	Iteration 26Q: 3 clusters Score -118506.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -118514.000000 Penalty: 727.879089
	Iteration 27Q: 3 clusters Score -118514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -118519.164062 Penalty: 727.879089
	Iteration 28Q: 3 clusters Score -118519.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -118522.539062 Penalty: 727.879089
	Iteration 29Q: 3 clusters Score -118522.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -118527.437500 Penalty: 727.879089
	Iteration 30Q: 3 clusters Score -118527.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -118533.687500 Penalty: 727.879089
	Iteration 31Q: 3 clusters Score -118533.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -118539.132812 Penalty: 727.879089
	Iteration 32Q: 3 clusters Score -118539.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -118543.218750 Penalty: 727.879089
	Iteration 33Q: 3 clusters Score -118543.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -118544.304688 Penalty: 727.879089
	Iteration 34Q: 3 clusters Score -118544.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -118545.953125 Penalty: 727.879089
	Iteration 35Q: 3 clusters Score -118546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -118546.445312 Penalty: 727.879089
	Iteration 36Q: 3 clusters Score -118546.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -118547.156250 Penalty: 727.879089
	Iteration 37Q: 3 clusters Score -118547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -118547.867188 Penalty: 727.879089
	Iteration 38Q: 3 clusters Score -118547.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -118548.617188 Penalty: 727.879089
	Iteration 39Q: 3 clusters Score -118548.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -118549.890625 Penalty: 727.879089
	Iteration 40F: 3 clusters Score -118549.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -118551.234375 Penalty: 727.879089
	Iteration 41Q: 3 clusters Score -118551.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -118551.968750 Penalty: 727.879089
	Iteration 42Q: 3 clusters Score -118552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -118552.117188 Penalty: 727.879089
	Iteration 43Q: 3 clusters Score -118552.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -118552.273438 Penalty: 727.879089
	Iteration 44Q: 3 clusters Score -118552.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -118553.351562 Penalty: 727.879089
	Iteration 45Q: 3 clusters Score -118553.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -118553.523438 Penalty: 727.879089
	Iteration 46Q: 3 clusters Score -118553.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -118553.820312 Penalty: 727.879089
	Iteration 47Q: 3 clusters Score -118553.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -118554.031250 Penalty: 727.879089
	Iteration 48Q: 3 clusters Score -118554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -118554.031250 Penalty: 727.879089
	Iteration 49F: 3 clusters Score -118554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Entering Unmasked Estep 
Score: -234765.187500 Penalty: 395.324646
	Iteration 0F: 2 clusters Score -234765.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -230796.109375 Penalty: 790.649292
	Iteration 0F: 3 clusters Score -230796.1 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -232416.765625 Penalty: 790.649292
	Iteration 1F: 3 clusters Score -232416.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -232781.609375 Penalty: 790.649292
	Iteration 2F: 3 clusters Score -232781.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -233203.890625 Penalty: 790.649292
	Iteration 3F: 3 clusters Score -233203.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -233643.375000 Penalty: 790.649292
	Iteration 4F: 3 clusters Score -233643.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -234027.015625 Penalty: 790.649292
	Iteration 5F: 3 clusters Score -234027 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -234264.609375 Penalty: 790.649292
	Iteration 6Q: 3 clusters Score -234264.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -234386.187500 Penalty: 790.649292
	Iteration 7Q: 3 clusters Score -234386.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -234463.875000 Penalty: 790.649292
	Iteration 8Q: 3 clusters Score -234463.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -234508.546875 Penalty: 790.649292
	Iteration 9Q: 3 clusters Score -234508.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -234531.562500 Penalty: 790.649292
	Iteration 10Q: 3 clusters Score -234531.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -234551.406250 Penalty: 790.649292
	Iteration 11Q: 3 clusters Score -234551.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -234562.750000 Penalty: 790.649292
	Iteration 12Q: 3 clusters Score -234562.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -234576.781250 Penalty: 790.649292
	Iteration 13Q: 3 clusters Score -234576.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -234583.234375 Penalty: 790.649292
	Iteration 14Q: 3 clusters Score -234583.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -234588.250000 Penalty: 790.649292
	Iteration 15Q: 3 clusters Score -234588.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -234592.296875 Penalty: 790.649292
	Iteration 16Q: 3 clusters Score -234592.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -234598.765625 Penalty: 790.649292
	Iteration 17Q: 3 clusters Score -234598.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -234604.875000 Penalty: 790.649292
	Iteration 18Q: 3 clusters Score -234604.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -234607.437500 Penalty: 790.649292
	Iteration 19Q: 3 clusters Score -234607.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -234610.203125 Penalty: 790.649292
	Iteration 20F: 3 clusters Score -234610.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -234611.546875 Penalty: 790.649292
	Iteration 21Q: 3 clusters Score -234611.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -234611.359375 Penalty: 790.649292
	Iteration 22Q: 3 clusters Score -234611.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -234611.890625 Penalty: 790.649292
	Iteration 23Q: 3 clusters Score -234611.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -234612.062500 Penalty: 790.649292
	Iteration 24Q: 3 clusters Score -234612.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -234612.062500 Penalty: 790.649292
	Iteration 25F: 3 clusters Score -234612.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -63716.660156 Penalty: 342.219971
	Iteration 0F: 2 clusters Score -63716.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -62374.777344 Penalty: 684.439941
	Iteration 0F: 3 clusters Score -62374.78 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -63146.359375 Penalty: 684.439941
	Iteration 1F: 3 clusters Score -63146.36 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -63558.109375 Penalty: 684.439941
	Iteration 2F: 3 clusters Score -63558.11 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -63778.195312 Penalty: 684.439941
	Iteration 3F: 3 clusters Score -63778.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -63859.203125 Penalty: 684.439941
	Iteration 4Q: 3 clusters Score -63859.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -63912.378906 Penalty: 684.439941
	Iteration 5Q: 3 clusters Score -63912.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -63944.488281 Penalty: 684.439941
	Iteration 6Q: 3 clusters Score -63944.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -63965.945312 Penalty: 684.439941
	Iteration 7Q: 3 clusters Score -63965.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -63973.886719 Penalty: 684.439941
	Iteration 8Q: 3 clusters Score -63973.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -63985.039062 Penalty: 684.439941
	Iteration 9Q: 3 clusters Score -63985.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -63999.675781 Penalty: 684.439941
	Iteration 10Q: 3 clusters Score -63999.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -64007.171875 Penalty: 684.439941
	Iteration 11Q: 3 clusters Score -64007.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -64016.375000 Penalty: 684.439941
	Iteration 12Q: 3 clusters Score -64016.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -64030.078125 Penalty: 684.439941
	Iteration 13Q: 3 clusters Score -64030.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -64042.703125 Penalty: 684.439941
	Iteration 14Q: 3 clusters Score -64042.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -64052.878906 Penalty: 684.439941
	Iteration 15Q: 3 clusters Score -64052.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -64066.917969 Penalty: 684.439941
	Iteration 16Q: 3 clusters Score -64066.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -64078.968750 Penalty: 684.439941
	Iteration 17Q: 3 clusters Score -64078.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -64089.070312 Penalty: 684.439941
	Iteration 18Q: 3 clusters Score -64089.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -64100.648438 Penalty: 684.439941
	Iteration 19Q: 3 clusters Score -64100.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -64104.253906 Penalty: 684.439941
	Iteration 20F: 3 clusters Score -64104.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -64106.074219 Penalty: 684.439941
	Iteration 21Q: 3 clusters Score -64106.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -64107.531250 Penalty: 684.439941
	Iteration 22Q: 3 clusters Score -64107.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -64108.441406 Penalty: 684.439941
	Iteration 23Q: 3 clusters Score -64108.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -64108.984375 Penalty: 684.439941
	Iteration 24Q: 3 clusters Score -64108.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -64108.984375 Penalty: 684.439941
	Iteration 25F: 3 clusters Score -64108.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 3481 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6257 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 6301 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 224118 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 14 contains 15576 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 282775 members 
Mstep: Class 17 contains 49071 members 
Mstep: Class 18 contains 4911 members 
Mstep: Class 19 contains 37155 members 
Mstep: Class 20 contains 13140 members 
Mstep: Class 21 contains 1752 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 1869 members 
Mstep: Class 25 contains 1620 members 
Mstep: Class 26 contains 2990 members 
Mstep: Class 27 contains 3139 members 
Mstep: Class 28 contains 2977 members 
Mstep: Class 29 contains 5934 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 958 members 
Mstep: Class 32 contains 420 members 
Mstep: Class 33 contains 1102 members 
Mstep: Class 34 contains 4894 members 
Mstep: Class 35 contains 1463 members 
Mstep: Class 36 contains 1494 members 
Mstep: Class 37 contains 2491 members 
Mstep: Class 38 contains 27752 members 
Mstep: Class 39 contains 845 members 
Entering Unmasked Estep 
Score: -28348456.000000 Penalty: 23957.166016
Splitting cluster 30 changes total score from -28346240.000000 to -28348456.000000
So it's getting split into cluster 39.
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 3481 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 6257 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 6301 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 224118 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 14 contains 15576 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 282775 members 
Mstep: Class 17 contains 49071 members 
Mstep: Class 18 contains 4911 members 
Mstep: Class 19 contains 37155 members 
Mstep: Class 20 contains 13140 members 
Mstep: Class 21 contains 1752 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 1869 members 
Mstep: Class 25 contains 1620 members 
Mstep: Class 26 contains 2990 members 
Mstep: Class 27 contains 3139 members 
Mstep: Class 28 contains 2977 members 
Mstep: Class 29 contains 5934 members 
Mstep: Class 30 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349454.000000 Penalty: 23957.166016
Iteration 79Q: 40 clusters Score -2.834945e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 3484 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 6241 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 1577 members 
Mstep: Class 8 contains 2097 members 
Mstep: Class 9 contains 6300 members 
Mstep: Class 10 contains 1170 members 
Mstep: Class 11 contains 224037 members 
Mstep: Class 12 contains 105 members 
Mstep: Class 13 contains 3444 members 
Mstep: Class 14 contains 15565 members 
Mstep: Class 15 contains 1629 members 
Mstep: Class 16 contains 282731 members 
Mstep: Class 17 contains 49382 members 
Mstep: Class 18 contains 4906 members 
Mstep: Class 19 contains 36892 members 
Mstep: Class 20 contains 13148 members 
Mstep: Class 21 contains 1743 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 4700 members 
Mstep: Class 24 contains 1886 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 2989 members 
Mstep: Class 27 contains 3117 members 
Mstep: Class 28 contains 2945 members 
Mstep: Class 29 contains 5951 members 
Mstep: Class 30 contains 1040 members 
Mstep: Class 31 contains 947 members 
Mstep: Class 32 contains 403 members 
Mstep: Class 33 contains 1089 members 
Mstep: Class 34 contains 4921 members 
Mstep: Class 35 contains 1530 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 2522 members 
Mstep: Class 38 contains 27528 members 
Mstep: Class 39 contains 793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350394.000000 Penalty: 23957.166016
Iteration 80F: 40 clusters Score -2.835039e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4749 members 
Mstep: Class 3 contains 3482 members 
Mstep: Class 4 contains 2215 members 
Mstep: Class 5 contains 6228 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 2081 members 
Mstep: Class 9 contains 6263 members 
Mstep: Class 10 contains 1260 members 
Mstep: Class 11 contains 223921 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 3465 members 
Mstep: Class 14 contains 15559 members 
Mstep: Class 15 contains 1647 members 
Mstep: Class 16 contains 282690 members 
Mstep: Class 17 contains 49662 members 
Mstep: Class 18 contains 4897 members 
Mstep: Class 19 contains 36621 members 
Mstep: Class 20 contains 13128 members 
Mstep: Class 21 contains 1726 members 
Mstep: Class 22 contains 1400 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 1874 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 2989 members 
Mstep: Class 27 contains 3094 members 
Mstep: Class 28 contains 2919 members 
Mstep: Class 29 contains 5967 members 
Mstep: Class 30 contains 1047 members 
Mstep: Class 31 contains 1019 members 
Mstep: Class 32 contains 401 members 
Mstep: Class 33 contains 1084 members 
Mstep: Class 34 contains 5007 members 
Mstep: Class 35 contains 1579 members 
Mstep: Class 36 contains 1541 members 
Mstep: Class 37 contains 2541 members 
Mstep: Class 38 contains 27434 members 
Mstep: Class 39 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351002.000000 Penalty: 23957.166016
Iteration 81Q: 40 clusters Score -2.8351e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4764 members 
Mstep: Class 3 contains 3478 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 6224 members 
Mstep: Class 6 contains 1126 members 
Mstep: Class 7 contains 1668 members 
Mstep: Class 8 contains 2072 members 
Mstep: Class 9 contains 6243 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 223817 members 
Mstep: Class 12 contains 146 members 
Mstep: Class 13 contains 3480 members 
Mstep: Class 14 contains 15533 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 282687 members 
Mstep: Class 17 contains 49946 members 
Mstep: Class 18 contains 4896 members 
Mstep: Class 19 contains 36351 members 
Mstep: Class 20 contains 13129 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 1412 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 1873 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 2982 members 
Mstep: Class 27 contains 3071 members 
Mstep: Class 28 contains 2892 members 
Mstep: Class 29 contains 5975 members 
Mstep: Class 30 contains 1057 members 
Mstep: Class 31 contains 1059 members 
Mstep: Class 32 contains 400 members 
Mstep: Class 33 contains 1082 members 
Mstep: Class 34 contains 5069 members 
Mstep: Class 35 contains 1625 members 
Mstep: Class 36 contains 1553 members 
Mstep: Class 37 contains 2544 members 
Mstep: Class 38 contains 27355 members 
Mstep: Class 39 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351194.000000 Penalty: 23957.166016
Iteration 82Q: 40 clusters Score -2.835119e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4776 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 5 contains 6211 members 
Mstep: Class 6 contains 1125 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 2066 members 
Mstep: Class 9 contains 6229 members 
Mstep: Class 10 contains 1394 members 
Mstep: Class 11 contains 223722 members 
Mstep: Class 12 contains 148 members 
Mstep: Class 13 contains 3486 members 
Mstep: Class 14 contains 15508 members 
Mstep: Class 15 contains 1659 members 
Mstep: Class 16 contains 282701 members 
Mstep: Class 17 contains 50192 members 
Mstep: Class 18 contains 4894 members 
Mstep: Class 19 contains 36114 members 
Mstep: Class 20 contains 13130 members 
Mstep: Class 21 contains 1696 members 
Mstep: Class 22 contains 1416 members 
Mstep: Class 23 contains 4719 members 
Mstep: Class 24 contains 1883 members 
Mstep: Class 25 contains 1625 members 
Mstep: Class 26 contains 2971 members 
Mstep: Class 27 contains 3055 members 
Mstep: Class 28 contains 2878 members 
Mstep: Class 29 contains 5983 members 
Mstep: Class 30 contains 1070 members 
Mstep: Class 31 contains 1078 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 1077 members 
Mstep: Class 34 contains 5106 members 
Mstep: Class 35 contains 1665 members 
Mstep: Class 36 contains 1562 members 
Mstep: Class 37 contains 2544 members 
Mstep: Class 38 contains 27298 members 
Mstep: Class 39 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351326.000000 Penalty: 23957.166016
Iteration 83Q: 40 clusters Score -2.835133e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 3475 members 
Mstep: Class 4 contains 2178 members 
Mstep: Class 5 contains 6204 members 
Mstep: Class 6 contains 1119 members 
Mstep: Class 7 contains 1706 members 
Mstep: Class 8 contains 2060 members 
Mstep: Class 9 contains 6211 members 
Mstep: Class 10 contains 1434 members 
Mstep: Class 11 contains 223654 members 
Mstep: Class 12 contains 152 members 
Mstep: Class 13 contains 3497 members 
Mstep: Class 14 contains 15473 members 
Mstep: Class 15 contains 1661 members 
Mstep: Class 16 contains 282721 members 
Mstep: Class 17 contains 50429 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 35883 members 
Mstep: Class 20 contains 13130 members 
Mstep: Class 21 contains 1684 members 
Mstep: Class 22 contains 1417 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1628 members 
Mstep: Class 26 contains 2964 members 
Mstep: Class 27 contains 3046 members 
Mstep: Class 28 contains 2866 members 
Mstep: Class 29 contains 5991 members 
Mstep: Class 30 contains 1082 members 
Mstep: Class 31 contains 1097 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 1078 members 
Mstep: Class 34 contains 5142 members 
Mstep: Class 35 contains 1694 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 2546 members 
Mstep: Class 38 contains 27257 members 
Mstep: Class 39 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351424.000000 Penalty: 23957.166016
Iteration 84Q: 40 clusters Score -2.835142e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4800 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 2176 members 
Mstep: Class 5 contains 6206 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 1709 members 
Mstep: Class 8 contains 2050 members 
Mstep: Class 9 contains 6193 members 
Mstep: Class 10 contains 1480 members 
Mstep: Class 11 contains 223603 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 3500 members 
Mstep: Class 14 contains 15447 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 282729 members 
Mstep: Class 17 contains 50638 members 
Mstep: Class 18 contains 4878 members 
Mstep: Class 19 contains 35681 members 
Mstep: Class 20 contains 13126 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1417 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 1879 members 
Mstep: Class 25 contains 1629 members 
Mstep: Class 26 contains 2958 members 
Mstep: Class 27 contains 3033 members 
Mstep: Class 28 contains 2855 members 
Mstep: Class 29 contains 5992 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 1124 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 1079 members 
Mstep: Class 34 contains 5181 members 
Mstep: Class 35 contains 1720 members 
Mstep: Class 36 contains 1569 members 
Mstep: Class 37 contains 2545 members 
Mstep: Class 38 contains 27229 members 
Mstep: Class 39 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351558.000000 Penalty: 23957.166016
Iteration 85Q: 40 clusters Score -2.835156e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 3478 members 
Mstep: Class 4 contains 2175 members 
Mstep: Class 5 contains 6207 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 1705 members 
Mstep: Class 8 contains 2047 members 
Mstep: Class 9 contains 6172 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 223543 members 
Mstep: Class 12 contains 163 members 
Mstep: Class 13 contains 3503 members 
Mstep: Class 14 contains 15435 members 
Mstep: Class 15 contains 1666 members 
Mstep: Class 16 contains 282747 members 
Mstep: Class 17 contains 50852 members 
Mstep: Class 18 contains 4862 members 
Mstep: Class 19 contains 35485 members 
Mstep: Class 20 contains 13123 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 1417 members 
Mstep: Class 23 contains 4741 members 
Mstep: Class 24 contains 1884 members 
Mstep: Class 25 contains 1629 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 3018 members 
Mstep: Class 28 contains 2843 members 
Mstep: Class 29 contains 5994 members 
Mstep: Class 30 contains 1088 members 
Mstep: Class 31 contains 1141 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 1077 members 
Mstep: Class 34 contains 5214 members 
Mstep: Class 35 contains 1741 members 
Mstep: Class 36 contains 1571 members 
Mstep: Class 37 contains 2544 members 
Mstep: Class 38 contains 27202 members 
Mstep: Class 39 contains 751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351702.000000 Penalty: 23957.166016
Iteration 86Q: 40 clusters Score -2.83517e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 3478 members 
Mstep: Class 4 contains 2175 members 
Mstep: Class 5 contains 6210 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 1704 members 
Mstep: Class 8 contains 2045 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 223476 members 
Mstep: Class 12 contains 166 members 
Mstep: Class 13 contains 3506 members 
Mstep: Class 14 contains 15427 members 
Mstep: Class 15 contains 1666 members 
Mstep: Class 16 contains 282765 members 
Mstep: Class 17 contains 51068 members 
Mstep: Class 18 contains 4860 members 
Mstep: Class 19 contains 35285 members 
Mstep: Class 20 contains 13117 members 
Mstep: Class 21 contains 1679 members 
Mstep: Class 22 contains 1416 members 
Mstep: Class 23 contains 4749 members 
Mstep: Class 24 contains 1886 members 
Mstep: Class 25 contains 1632 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 3007 members 
Mstep: Class 28 contains 2835 members 
Mstep: Class 29 contains 5997 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 1075 members 
Mstep: Class 34 contains 5246 members 
Mstep: Class 35 contains 1747 members 
Mstep: Class 36 contains 1573 members 
Mstep: Class 37 contains 2542 members 
Mstep: Class 38 contains 27178 members 
Mstep: Class 39 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351760.000000 Penalty: 23957.166016
Iteration 87Q: 40 clusters Score -2.835176e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4835 members 
Mstep: Class 3 contains 3479 members 
Mstep: Class 4 contains 2175 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 2043 members 
Mstep: Class 9 contains 6119 members 
Mstep: Class 10 contains 1608 members 
Mstep: Class 11 contains 223409 members 
Mstep: Class 12 contains 171 members 
Mstep: Class 13 contains 3512 members 
Mstep: Class 14 contains 15416 members 
Mstep: Class 15 contains 1666 members 
Mstep: Class 16 contains 282784 members 
Mstep: Class 17 contains 51269 members 
Mstep: Class 18 contains 4854 members 
Mstep: Class 19 contains 35102 members 
Mstep: Class 20 contains 13114 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 1417 members 
Mstep: Class 23 contains 4753 members 
Mstep: Class 24 contains 1884 members 
Mstep: Class 25 contains 1631 members 
Mstep: Class 26 contains 2951 members 
Mstep: Class 27 contains 2995 members 
Mstep: Class 28 contains 2825 members 
Mstep: Class 29 contains 6002 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1157 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 1077 members 
Mstep: Class 34 contains 5280 members 
Mstep: Class 35 contains 1756 members 
Mstep: Class 36 contains 1573 members 
Mstep: Class 37 contains 2541 members 
Mstep: Class 38 contains 27158 members 
Mstep: Class 39 contains 747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351784.000000 Penalty: 23957.166016
Iteration 88Q: 40 clusters Score -2.835178e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4840 members 
Mstep: Class 3 contains 3479 members 
Mstep: Class 4 contains 2174 members 
Mstep: Class 5 contains 6207 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 2044 members 
Mstep: Class 9 contains 6097 members 
Mstep: Class 10 contains 1652 members 
Mstep: Class 11 contains 223361 members 
Mstep: Class 12 contains 173 members 
Mstep: Class 13 contains 3528 members 
Mstep: Class 14 contains 15406 members 
Mstep: Class 15 contains 1669 members 
Mstep: Class 16 contains 282807 members 
Mstep: Class 17 contains 51447 members 
Mstep: Class 18 contains 4852 members 
Mstep: Class 19 contains 34937 members 
Mstep: Class 20 contains 13111 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1416 members 
Mstep: Class 23 contains 4751 members 
Mstep: Class 24 contains 1878 members 
Mstep: Class 25 contains 1633 members 
Mstep: Class 26 contains 2949 members 
Mstep: Class 27 contains 2981 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 6012 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 1079 members 
Mstep: Class 34 contains 5309 members 
Mstep: Class 35 contains 1758 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2542 members 
Mstep: Class 38 contains 27130 members 
Mstep: Class 39 contains 747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351824.000000 Penalty: 23957.166016
Iteration 89Q: 40 clusters Score -2.835182e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4846 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 2171 members 
Mstep: Class 5 contains 6207 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 2045 members 
Mstep: Class 9 contains 6085 members 
Mstep: Class 10 contains 1702 members 
Mstep: Class 11 contains 223325 members 
Mstep: Class 12 contains 178 members 
Mstep: Class 13 contains 3538 members 
Mstep: Class 14 contains 15398 members 
Mstep: Class 15 contains 1672 members 
Mstep: Class 16 contains 282812 members 
Mstep: Class 17 contains 51605 members 
Mstep: Class 18 contains 4850 members 
Mstep: Class 19 contains 34789 members 
Mstep: Class 20 contains 13099 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1417 members 
Mstep: Class 23 contains 4751 members 
Mstep: Class 24 contains 1876 members 
Mstep: Class 25 contains 1636 members 
Mstep: Class 26 contains 2949 members 
Mstep: Class 27 contains 2969 members 
Mstep: Class 28 contains 2793 members 
Mstep: Class 29 contains 6019 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1170 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 1081 members 
Mstep: Class 34 contains 5323 members 
Mstep: Class 35 contains 1761 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2543 members 
Mstep: Class 38 contains 27108 members 
Mstep: Class 39 contains 747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351858.000000 Penalty: 23957.166016
Iteration 90Q: 40 clusters Score -2.835186e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4848 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 2167 members 
Mstep: Class 5 contains 6206 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 2038 members 
Mstep: Class 9 contains 6074 members 
Mstep: Class 10 contains 1748 members 
Mstep: Class 11 contains 223274 members 
Mstep: Class 12 contains 185 members 
Mstep: Class 13 contains 3547 members 
Mstep: Class 14 contains 15393 members 
Mstep: Class 15 contains 1674 members 
Mstep: Class 16 contains 282819 members 
Mstep: Class 17 contains 51773 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 34631 members 
Mstep: Class 20 contains 13094 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1419 members 
Mstep: Class 23 contains 4755 members 
Mstep: Class 24 contains 1881 members 
Mstep: Class 25 contains 1637 members 
Mstep: Class 26 contains 2950 members 
Mstep: Class 27 contains 2965 members 
Mstep: Class 28 contains 2772 members 
Mstep: Class 29 contains 6026 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1177 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 5332 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2545 members 
Mstep: Class 38 contains 27086 members 
Mstep: Class 39 contains 747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351924.000000 Penalty: 23957.166016
Iteration 91Q: 40 clusters Score -2.835192e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4849 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 2164 members 
Mstep: Class 5 contains 6205 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 2035 members 
Mstep: Class 9 contains 6065 members 
Mstep: Class 10 contains 1782 members 
Mstep: Class 11 contains 223239 members 
Mstep: Class 12 contains 186 members 
Mstep: Class 13 contains 3556 members 
Mstep: Class 14 contains 15388 members 
Mstep: Class 15 contains 1676 members 
Mstep: Class 16 contains 282831 members 
Mstep: Class 17 contains 51958 members 
Mstep: Class 18 contains 4837 members 
Mstep: Class 19 contains 34453 members 
Mstep: Class 20 contains 13093 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1421 members 
Mstep: Class 23 contains 4756 members 
Mstep: Class 24 contains 1883 members 
Mstep: Class 25 contains 1640 members 
Mstep: Class 26 contains 2951 members 
Mstep: Class 27 contains 2960 members 
Mstep: Class 28 contains 2747 members 
Mstep: Class 29 contains 6028 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1178 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1088 members 
Mstep: Class 34 contains 5344 members 
Mstep: Class 35 contains 1794 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2546 members 
Mstep: Class 38 contains 27065 members 
Mstep: Class 39 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351914.000000 Penalty: 23957.166016
Iteration 92Q: 40 clusters Score -2.835191e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4858 members 
Mstep: Class 3 contains 3470 members 
Mstep: Class 4 contains 2162 members 
Mstep: Class 5 contains 6206 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 2036 members 
Mstep: Class 9 contains 6051 members 
Mstep: Class 10 contains 1814 members 
Mstep: Class 11 contains 223214 members 
Mstep: Class 12 contains 186 members 
Mstep: Class 13 contains 3564 members 
Mstep: Class 14 contains 15377 members 
Mstep: Class 15 contains 1677 members 
Mstep: Class 16 contains 282837 members 
Mstep: Class 17 contains 52133 members 
Mstep: Class 18 contains 4824 members 
Mstep: Class 19 contains 34281 members 
Mstep: Class 20 contains 13087 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1421 members 
Mstep: Class 23 contains 4762 members 
Mstep: Class 24 contains 1880 members 
Mstep: Class 25 contains 1648 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 2954 members 
Mstep: Class 28 contains 2725 members 
Mstep: Class 29 contains 6032 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1180 members 
Mstep: Class 32 contains 400 members 
Mstep: Class 33 contains 1090 members 
Mstep: Class 34 contains 5361 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2548 members 
Mstep: Class 38 contains 27046 members 
Mstep: Class 39 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351948.000000 Penalty: 23957.166016
Iteration 93Q: 40 clusters Score -2.835195e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4868 members 
Mstep: Class 3 contains 3469 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 6204 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 1704 members 
Mstep: Class 8 contains 2037 members 
Mstep: Class 9 contains 6044 members 
Mstep: Class 10 contains 1845 members 
Mstep: Class 11 contains 223188 members 
Mstep: Class 12 contains 188 members 
Mstep: Class 13 contains 3569 members 
Mstep: Class 14 contains 15371 members 
Mstep: Class 15 contains 1680 members 
Mstep: Class 16 contains 282846 members 
Mstep: Class 17 contains 52329 members 
Mstep: Class 18 contains 4812 members 
Mstep: Class 19 contains 34079 members 
Mstep: Class 20 contains 13082 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1421 members 
Mstep: Class 23 contains 4768 members 
Mstep: Class 24 contains 1878 members 
Mstep: Class 25 contains 1656 members 
Mstep: Class 26 contains 2949 members 
Mstep: Class 27 contains 2946 members 
Mstep: Class 28 contains 2706 members 
Mstep: Class 29 contains 6036 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1180 members 
Mstep: Class 32 contains 400 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 5373 members 
Mstep: Class 35 contains 1824 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2550 members 
Mstep: Class 38 contains 27028 members 
Mstep: Class 39 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352018.000000 Penalty: 23957.166016
Iteration 94Q: 40 clusters Score -2.835202e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4872 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 6203 members 
Mstep: Class 6 contains 1121 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 2037 members 
Mstep: Class 9 contains 6036 members 
Mstep: Class 10 contains 1870 members 
Mstep: Class 11 contains 223180 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 3577 members 
Mstep: Class 14 contains 15371 members 
Mstep: Class 15 contains 1682 members 
Mstep: Class 16 contains 282858 members 
Mstep: Class 17 contains 52524 members 
Mstep: Class 18 contains 4804 members 
Mstep: Class 19 contains 33848 members 
Mstep: Class 20 contains 13085 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1421 members 
Mstep: Class 23 contains 4770 members 
Mstep: Class 24 contains 1879 members 
Mstep: Class 25 contains 1665 members 
Mstep: Class 26 contains 2948 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 2696 members 
Mstep: Class 29 contains 6041 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1179 members 
Mstep: Class 32 contains 400 members 
Mstep: Class 33 contains 1094 members 
Mstep: Class 34 contains 5381 members 
Mstep: Class 35 contains 1839 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2552 members 
Mstep: Class 38 contains 27009 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352088.000000 Penalty: 23957.166016
Iteration 95Q: 40 clusters Score -2.835209e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4880 members 
Mstep: Class 3 contains 3462 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 6204 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 1704 members 
Mstep: Class 8 contains 2034 members 
Mstep: Class 9 contains 6031 members 
Mstep: Class 10 contains 1896 members 
Mstep: Class 11 contains 223175 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 3580 members 
Mstep: Class 14 contains 15371 members 
Mstep: Class 15 contains 1684 members 
Mstep: Class 16 contains 282855 members 
Mstep: Class 17 contains 52728 members 
Mstep: Class 18 contains 4798 members 
Mstep: Class 19 contains 33622 members 
Mstep: Class 20 contains 13082 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1419 members 
Mstep: Class 23 contains 4771 members 
Mstep: Class 24 contains 1878 members 
Mstep: Class 25 contains 1672 members 
Mstep: Class 26 contains 2947 members 
Mstep: Class 27 contains 2927 members 
Mstep: Class 28 contains 2682 members 
Mstep: Class 29 contains 6043 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1180 members 
Mstep: Class 32 contains 400 members 
Mstep: Class 33 contains 1096 members 
Mstep: Class 34 contains 5384 members 
Mstep: Class 35 contains 1859 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2552 members 
Mstep: Class 38 contains 26998 members 
Mstep: Class 39 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352072.000000 Penalty: 23957.166016
Iteration 96Q: 40 clusters Score -2.835207e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 3455 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 6203 members 
Mstep: Class 6 contains 1138 members 
Mstep: Class 7 contains 1706 members 
Mstep: Class 8 contains 2034 members 
Mstep: Class 9 contains 6021 members 
Mstep: Class 10 contains 1925 members 
Mstep: Class 11 contains 223177 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 3585 members 
Mstep: Class 14 contains 15367 members 
Mstep: Class 15 contains 1685 members 
Mstep: Class 16 contains 282849 members 
Mstep: Class 17 contains 52924 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 33409 members 
Mstep: Class 20 contains 13086 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1417 members 
Mstep: Class 23 contains 4771 members 
Mstep: Class 24 contains 1880 members 
Mstep: Class 25 contains 1678 members 
Mstep: Class 26 contains 2947 members 
Mstep: Class 27 contains 2913 members 
Mstep: Class 28 contains 2665 members 
Mstep: Class 29 contains 6048 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1182 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 1095 members 
Mstep: Class 34 contains 5390 members 
Mstep: Class 35 contains 1884 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2551 members 
Mstep: Class 38 contains 26988 members 
Mstep: Class 39 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352162.000000 Penalty: 23957.166016
Iteration 97Q: 40 clusters Score -2.835216e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4869 members 
Mstep: Class 3 contains 3451 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6203 members 
Mstep: Class 6 contains 1145 members 
Mstep: Class 7 contains 1706 members 
Mstep: Class 8 contains 2034 members 
Mstep: Class 9 contains 6014 members 
Mstep: Class 10 contains 1946 members 
Mstep: Class 11 contains 223179 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 15363 members 
Mstep: Class 15 contains 1690 members 
Mstep: Class 16 contains 282850 members 
Mstep: Class 17 contains 53126 members 
Mstep: Class 18 contains 4787 members 
Mstep: Class 19 contains 33202 members 
Mstep: Class 20 contains 13088 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1419 members 
Mstep: Class 23 contains 4774 members 
Mstep: Class 24 contains 1880 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 2947 members 
Mstep: Class 27 contains 2897 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 6058 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1182 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 1092 members 
Mstep: Class 34 contains 5393 members 
Mstep: Class 35 contains 1899 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2550 members 
Mstep: Class 38 contains 26974 members 
Mstep: Class 39 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352202.000000 Penalty: 23957.166016
Iteration 98Q: 40 clusters Score -2.83522e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4857 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 6204 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 1704 members 
Mstep: Class 8 contains 2031 members 
Mstep: Class 9 contains 6007 members 
Mstep: Class 10 contains 1969 members 
Mstep: Class 11 contains 223177 members 
Mstep: Class 12 contains 205 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 15362 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 282854 members 
Mstep: Class 17 contains 53345 members 
Mstep: Class 18 contains 4788 members 
Mstep: Class 19 contains 32979 members 
Mstep: Class 20 contains 13087 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1421 members 
Mstep: Class 23 contains 4776 members 
Mstep: Class 24 contains 1880 members 
Mstep: Class 25 contains 1695 members 
Mstep: Class 26 contains 2946 members 
Mstep: Class 27 contains 2873 members 
Mstep: Class 28 contains 2635 members 
Mstep: Class 29 contains 6060 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1182 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 1094 members 
Mstep: Class 34 contains 5397 members 
Mstep: Class 35 contains 1910 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2551 members 
Mstep: Class 38 contains 26957 members 
Mstep: Class 39 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352178.000000 Penalty: 23957.166016
Iteration 99Q: 40 clusters Score -2.835218e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4849 members 
Mstep: Class 3 contains 3447 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 6204 members 
Mstep: Class 6 contains 1161 members 
Mstep: Class 7 contains 1706 members 
Mstep: Class 8 contains 2025 members 
Mstep: Class 9 contains 6000 members 
Mstep: Class 10 contains 1984 members 
Mstep: Class 11 contains 223176 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 15368 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 282853 members 
Mstep: Class 17 contains 53599 members 
Mstep: Class 18 contains 4783 members 
Mstep: Class 19 contains 32715 members 
Mstep: Class 20 contains 13085 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1420 members 
Mstep: Class 23 contains 4777 members 
Mstep: Class 24 contains 1881 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 2947 members 
Mstep: Class 27 contains 2853 members 
Mstep: Class 28 contains 2629 members 
Mstep: Class 29 contains 6062 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1182 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 5399 members 
Mstep: Class 35 contains 1926 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2552 members 
Mstep: Class 38 contains 26947 members 
Mstep: Class 39 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352284.000000 Penalty: 23957.166016
Iteration 100F: 40 clusters Score -2.835228e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4846 members 
Mstep: Class 3 contains 3443 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 6206 members 
Mstep: Class 6 contains 1150 members 
Mstep: Class 7 contains 1710 members 
Mstep: Class 8 contains 2025 members 
Mstep: Class 9 contains 5993 members 
Mstep: Class 10 contains 2002 members 
Mstep: Class 11 contains 223164 members 
Mstep: Class 12 contains 227 members 
Mstep: Class 13 contains 3619 members 
Mstep: Class 14 contains 15367 members 
Mstep: Class 15 contains 1701 members 
Mstep: Class 16 contains 282855 members 
Mstep: Class 17 contains 53880 members 
Mstep: Class 18 contains 4774 members 
Mstep: Class 19 contains 32407 members 
Mstep: Class 20 contains 13084 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1420 members 
Mstep: Class 23 contains 4781 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1723 members 
Mstep: Class 26 contains 2948 members 
Mstep: Class 27 contains 2826 members 
Mstep: Class 28 contains 2627 members 
Mstep: Class 29 contains 6071 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1180 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 5404 members 
Mstep: Class 35 contains 1949 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2552 members 
Mstep: Class 38 contains 26937 members 
Mstep: Class 39 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352430.000000 Penalty: 23957.166016
Iteration 101Q: 40 clusters Score -2.835243e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4845 members 
Mstep: Class 3 contains 3444 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 6206 members 
Mstep: Class 6 contains 1155 members 
Mstep: Class 7 contains 1714 members 
Mstep: Class 8 contains 2025 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 223157 members 
Mstep: Class 12 contains 232 members 
Mstep: Class 13 contains 3622 members 
Mstep: Class 14 contains 15380 members 
Mstep: Class 15 contains 1704 members 
Mstep: Class 16 contains 282854 members 
Mstep: Class 17 contains 54171 members 
Mstep: Class 18 contains 4773 members 
Mstep: Class 19 contains 32076 members 
Mstep: Class 20 contains 13083 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1417 members 
Mstep: Class 23 contains 4785 members 
Mstep: Class 24 contains 1883 members 
Mstep: Class 25 contains 1725 members 
Mstep: Class 26 contains 2950 members 
Mstep: Class 27 contains 2801 members 
Mstep: Class 28 contains 2635 members 
Mstep: Class 29 contains 6072 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1183 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 5410 members 
Mstep: Class 35 contains 1975 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2552 members 
Mstep: Class 38 contains 26924 members 
Mstep: Class 39 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352580.000000 Penalty: 23957.166016
Iteration 102Q: 40 clusters Score -2.835258e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4844 members 
Mstep: Class 3 contains 3442 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 6205 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 2021 members 
Mstep: Class 9 contains 5967 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 223160 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 15386 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 282844 members 
Mstep: Class 17 contains 54489 members 
Mstep: Class 18 contains 4769 members 
Mstep: Class 19 contains 31711 members 
Mstep: Class 20 contains 13076 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1414 members 
Mstep: Class 23 contains 4788 members 
Mstep: Class 24 contains 1883 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 2954 members 
Mstep: Class 27 contains 2776 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6078 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1184 members 
Mstep: Class 32 contains 400 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 5415 members 
Mstep: Class 35 contains 2011 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2552 members 
Mstep: Class 38 contains 26912 members 
Mstep: Class 39 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352730.000000 Penalty: 23957.166016
Iteration 103Q: 40 clusters Score -2.835273e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4850 members 
Mstep: Class 3 contains 3443 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 6205 members 
Mstep: Class 6 contains 1183 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 2019 members 
Mstep: Class 9 contains 5958 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 223166 members 
Mstep: Class 12 contains 234 members 
Mstep: Class 13 contains 3631 members 
Mstep: Class 14 contains 15378 members 
Mstep: Class 15 contains 1704 members 
Mstep: Class 16 contains 282851 members 
Mstep: Class 17 contains 54866 members 
Mstep: Class 18 contains 4764 members 
Mstep: Class 19 contains 31259 members 
Mstep: Class 20 contains 13071 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1409 members 
Mstep: Class 23 contains 4796 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1730 members 
Mstep: Class 26 contains 2955 members 
Mstep: Class 27 contains 2762 members 
Mstep: Class 28 contains 2672 members 
Mstep: Class 29 contains 6080 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1186 members 
Mstep: Class 32 contains 400 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 5417 members 
Mstep: Class 35 contains 2042 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2553 members 
Mstep: Class 38 contains 26909 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352906.000000 Penalty: 23957.166016
Iteration 104Q: 40 clusters Score -2.835291e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4857 members 
Mstep: Class 3 contains 3446 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 6205 members 
Mstep: Class 6 contains 1198 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2008 members 
Mstep: Class 9 contains 5953 members 
Mstep: Class 10 contains 2073 members 
Mstep: Class 11 contains 223169 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 3631 members 
Mstep: Class 14 contains 15368 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 282863 members 
Mstep: Class 17 contains 55343 members 
Mstep: Class 18 contains 4758 members 
Mstep: Class 19 contains 30693 members 
Mstep: Class 20 contains 13063 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 4813 members 
Mstep: Class 24 contains 1883 members 
Mstep: Class 25 contains 1731 members 
Mstep: Class 26 contains 2955 members 
Mstep: Class 27 contains 2734 members 
Mstep: Class 28 contains 2728 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 400 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 5421 members 
Mstep: Class 35 contains 2065 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2555 members 
Mstep: Class 38 contains 26901 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353260.000000 Penalty: 23957.166016
Iteration 105Q: 40 clusters Score -2.835326e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4856 members 
Mstep: Class 3 contains 3447 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 6207 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 1724 members 
Mstep: Class 8 contains 2003 members 
Mstep: Class 9 contains 5944 members 
Mstep: Class 10 contains 2081 members 
Mstep: Class 11 contains 223188 members 
Mstep: Class 12 contains 231 members 
Mstep: Class 13 contains 3635 members 
Mstep: Class 14 contains 15348 members 
Mstep: Class 15 contains 1708 members 
Mstep: Class 16 contains 282868 members 
Mstep: Class 17 contains 55928 members 
Mstep: Class 18 contains 4754 members 
Mstep: Class 19 contains 29997 members 
Mstep: Class 20 contains 13058 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4823 members 
Mstep: Class 24 contains 1884 members 
Mstep: Class 25 contains 1733 members 
Mstep: Class 26 contains 2957 members 
Mstep: Class 27 contains 2703 members 
Mstep: Class 28 contains 2837 members 
Mstep: Class 29 contains 6089 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 400 members 
Mstep: Class 33 contains 1099 members 
Mstep: Class 34 contains 5421 members 
Mstep: Class 35 contains 2070 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2555 members 
Mstep: Class 38 contains 26886 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353594.000000 Penalty: 23957.166016
Iteration 106Q: 40 clusters Score -2.835359e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4864 members 
Mstep: Class 3 contains 3445 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 6204 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 1724 members 
Mstep: Class 8 contains 2000 members 
Mstep: Class 9 contains 5935 members 
Mstep: Class 10 contains 2092 members 
Mstep: Class 11 contains 223161 members 
Mstep: Class 12 contains 231 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 15327 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 282879 members 
Mstep: Class 17 contains 56638 members 
Mstep: Class 18 contains 4751 members 
Mstep: Class 19 contains 29198 members 
Mstep: Class 20 contains 13055 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1402 members 
Mstep: Class 23 contains 4837 members 
Mstep: Class 24 contains 1884 members 
Mstep: Class 25 contains 1738 members 
Mstep: Class 26 contains 2964 members 
Mstep: Class 27 contains 2675 members 
Mstep: Class 28 contains 2984 members 
Mstep: Class 29 contains 6089 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1099 members 
Mstep: Class 34 contains 5425 members 
Mstep: Class 35 contains 2040 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 26876 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354150.000000 Penalty: 23957.166016
Iteration 107Q: 40 clusters Score -2.835415e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4872 members 
Mstep: Class 3 contains 3445 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 6205 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 1995 members 
Mstep: Class 9 contains 5929 members 
Mstep: Class 10 contains 2100 members 
Mstep: Class 11 contains 223151 members 
Mstep: Class 12 contains 232 members 
Mstep: Class 13 contains 3640 members 
Mstep: Class 14 contains 15303 members 
Mstep: Class 15 contains 1714 members 
Mstep: Class 16 contains 282886 members 
Mstep: Class 17 contains 57335 members 
Mstep: Class 18 contains 4740 members 
Mstep: Class 19 contains 28421 members 
Mstep: Class 20 contains 13052 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4844 members 
Mstep: Class 24 contains 1884 members 
Mstep: Class 25 contains 1743 members 
Mstep: Class 26 contains 2976 members 
Mstep: Class 27 contains 2646 members 
Mstep: Class 28 contains 3136 members 
Mstep: Class 29 contains 6094 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1198 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1099 members 
Mstep: Class 34 contains 5425 members 
Mstep: Class 35 contains 1988 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 26868 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354574.000000 Penalty: 23957.166016
Iteration 108Q: 40 clusters Score -2.835457e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4882 members 
Mstep: Class 3 contains 3441 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 6205 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 1725 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 5920 members 
Mstep: Class 10 contains 2101 members 
Mstep: Class 11 contains 223117 members 
Mstep: Class 12 contains 232 members 
Mstep: Class 13 contains 3640 members 
Mstep: Class 14 contains 15266 members 
Mstep: Class 15 contains 1720 members 
Mstep: Class 16 contains 282886 members 
Mstep: Class 17 contains 57944 members 
Mstep: Class 18 contains 4733 members 
Mstep: Class 19 contains 27779 members 
Mstep: Class 20 contains 13052 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1402 members 
Mstep: Class 23 contains 4853 members 
Mstep: Class 24 contains 1884 members 
Mstep: Class 25 contains 1756 members 
Mstep: Class 26 contains 2988 members 
Mstep: Class 27 contains 2623 members 
Mstep: Class 28 contains 3274 members 
Mstep: Class 29 contains 6104 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1202 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1097 members 
Mstep: Class 34 contains 5431 members 
Mstep: Class 35 contains 1922 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 26860 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355008.000000 Penalty: 23957.166016
Iteration 109Q: 40 clusters Score -2.835501e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4896 members 
Mstep: Class 3 contains 3440 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 6203 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 1727 members 
Mstep: Class 8 contains 1986 members 
Mstep: Class 9 contains 5915 members 
Mstep: Class 10 contains 2099 members 
Mstep: Class 11 contains 223080 members 
Mstep: Class 12 contains 231 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 15234 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 282876 members 
Mstep: Class 17 contains 58404 members 
Mstep: Class 18 contains 4731 members 
Mstep: Class 19 contains 27298 members 
Mstep: Class 20 contains 13047 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4860 members 
Mstep: Class 24 contains 1885 members 
Mstep: Class 25 contains 1770 members 
Mstep: Class 26 contains 3002 members 
Mstep: Class 27 contains 2605 members 
Mstep: Class 28 contains 3409 members 
Mstep: Class 29 contains 6115 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1204 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1095 members 
Mstep: Class 34 contains 5436 members 
Mstep: Class 35 contains 1851 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 26850 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355042.000000 Penalty: 23957.166016
Iteration 110Q: 40 clusters Score -2.835504e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4898 members 
Mstep: Class 3 contains 3442 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 6201 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 5913 members 
Mstep: Class 10 contains 2100 members 
Mstep: Class 11 contains 223031 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 3640 members 
Mstep: Class 14 contains 15206 members 
Mstep: Class 15 contains 1727 members 
Mstep: Class 16 contains 282886 members 
Mstep: Class 17 contains 58726 members 
Mstep: Class 18 contains 4733 members 
Mstep: Class 19 contains 26981 members 
Mstep: Class 20 contains 13043 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4866 members 
Mstep: Class 24 contains 1885 members 
Mstep: Class 25 contains 1777 members 
Mstep: Class 26 contains 3007 members 
Mstep: Class 27 contains 2595 members 
Mstep: Class 28 contains 3504 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1204 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1094 members 
Mstep: Class 34 contains 5440 members 
Mstep: Class 35 contains 1801 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 26838 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354996.000000 Penalty: 23957.166016
Iteration 111Q: 40 clusters Score -2.8355e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4909 members 
Mstep: Class 3 contains 3443 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 6203 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 1982 members 
Mstep: Class 9 contains 5905 members 
Mstep: Class 10 contains 2100 members 
Mstep: Class 11 contains 223004 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 3645 members 
Mstep: Class 14 contains 15173 members 
Mstep: Class 15 contains 1728 members 
Mstep: Class 16 contains 282895 members 
Mstep: Class 17 contains 58948 members 
Mstep: Class 18 contains 4732 members 
Mstep: Class 19 contains 26737 members 
Mstep: Class 20 contains 13042 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4871 members 
Mstep: Class 24 contains 1885 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 3015 members 
Mstep: Class 27 contains 2593 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 6124 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 5449 members 
Mstep: Class 35 contains 1758 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 26824 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354960.000000 Penalty: 23957.166016
Iteration 112Q: 40 clusters Score -2.835496e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4913 members 
Mstep: Class 3 contains 3443 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 6200 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1980 members 
Mstep: Class 9 contains 5894 members 
Mstep: Class 10 contains 2100 members 
Mstep: Class 11 contains 222992 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 3657 members 
Mstep: Class 14 contains 15156 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 282905 members 
Mstep: Class 17 contains 59087 members 
Mstep: Class 18 contains 4732 members 
Mstep: Class 19 contains 26540 members 
Mstep: Class 20 contains 13042 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4872 members 
Mstep: Class 24 contains 1884 members 
Mstep: Class 25 contains 1792 members 
Mstep: Class 26 contains 3026 members 
Mstep: Class 27 contains 2590 members 
Mstep: Class 28 contains 3661 members 
Mstep: Class 29 contains 6127 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 5461 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 26804 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355012.000000 Penalty: 23957.166016
Iteration 113Q: 40 clusters Score -2.835501e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4917 members 
Mstep: Class 3 contains 3444 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 6197 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 1980 members 
Mstep: Class 9 contains 5887 members 
Mstep: Class 10 contains 2101 members 
Mstep: Class 11 contains 222965 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 3667 members 
Mstep: Class 14 contains 15153 members 
Mstep: Class 15 contains 1733 members 
Mstep: Class 16 contains 282918 members 
Mstep: Class 17 contains 59164 members 
Mstep: Class 18 contains 4730 members 
Mstep: Class 19 contains 26421 members 
Mstep: Class 20 contains 13043 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4874 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1796 members 
Mstep: Class 26 contains 3034 members 
Mstep: Class 27 contains 2588 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 6129 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1094 members 
Mstep: Class 34 contains 5469 members 
Mstep: Class 35 contains 1723 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 26788 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355020.000000 Penalty: 23957.166016
Iteration 114Q: 40 clusters Score -2.835502e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4924 members 
Mstep: Class 3 contains 3443 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 6194 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 1732 members 
Mstep: Class 8 contains 1979 members 
Mstep: Class 9 contains 5883 members 
Mstep: Class 10 contains 2102 members 
Mstep: Class 11 contains 222952 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 3669 members 
Mstep: Class 14 contains 15146 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 282930 members 
Mstep: Class 17 contains 59235 members 
Mstep: Class 18 contains 4729 members 
Mstep: Class 19 contains 26328 members 
Mstep: Class 20 contains 13047 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4875 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1798 members 
Mstep: Class 26 contains 3041 members 
Mstep: Class 27 contains 2581 members 
Mstep: Class 28 contains 3733 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1094 members 
Mstep: Class 34 contains 5473 members 
Mstep: Class 35 contains 1713 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 26782 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355014.000000 Penalty: 23957.166016
Iteration 115Q: 40 clusters Score -2.835501e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4924 members 
Mstep: Class 3 contains 3442 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 6191 members 
Mstep: Class 6 contains 1328 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1979 members 
Mstep: Class 9 contains 5877 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 222937 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 15138 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 282943 members 
Mstep: Class 17 contains 59295 members 
Mstep: Class 18 contains 4728 members 
Mstep: Class 19 contains 26252 members 
Mstep: Class 20 contains 13049 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4873 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1801 members 
Mstep: Class 26 contains 3047 members 
Mstep: Class 27 contains 2570 members 
Mstep: Class 28 contains 3761 members 
Mstep: Class 29 contains 6132 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1094 members 
Mstep: Class 34 contains 5478 members 
Mstep: Class 35 contains 1713 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 26775 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355044.000000 Penalty: 23957.166016
Iteration 116Q: 40 clusters Score -2.835504e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4923 members 
Mstep: Class 3 contains 3441 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 6191 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1980 members 
Mstep: Class 9 contains 5872 members 
Mstep: Class 10 contains 2109 members 
Mstep: Class 11 contains 222926 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 15140 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 16 contains 282951 members 
Mstep: Class 17 contains 59328 members 
Mstep: Class 18 contains 4727 members 
Mstep: Class 19 contains 26207 members 
Mstep: Class 20 contains 13052 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4871 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1801 members 
Mstep: Class 26 contains 3049 members 
Mstep: Class 27 contains 2559 members 
Mstep: Class 28 contains 3767 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1094 members 
Mstep: Class 34 contains 5481 members 
Mstep: Class 35 contains 1717 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 26772 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355056.000000 Penalty: 23957.166016
Iteration 117Q: 40 clusters Score -2.835506e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4923 members 
Mstep: Class 3 contains 3441 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 6193 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 5865 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 222891 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 15140 members 
Mstep: Class 15 contains 1744 members 
Mstep: Class 16 contains 282965 members 
Mstep: Class 17 contains 59364 members 
Mstep: Class 18 contains 4726 members 
Mstep: Class 19 contains 26175 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4871 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1804 members 
Mstep: Class 26 contains 3050 members 
Mstep: Class 27 contains 2547 members 
Mstep: Class 28 contains 3775 members 
Mstep: Class 29 contains 6140 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1204 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1094 members 
Mstep: Class 34 contains 5487 members 
Mstep: Class 35 contains 1722 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 26768 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355066.000000 Penalty: 23957.166016
Iteration 118Q: 40 clusters Score -2.835507e+07 nChanged 130
Entering ConstructFrom: 
Score: -28355066.000000 Penalty: 23957.166016
Entering ConstructFrom: 
Trying to split cluster 1 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -17334.662109 Penalty: 282.123169
	Iteration 0F: 2 clusters Score -17334.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -16879.992188 Penalty: 564.246338
	Iteration 0F: 3 clusters Score -16879.99 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -17041.994141 Penalty: 564.246338
	Iteration 1F: 3 clusters Score -17041.99 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -17098.685547 Penalty: 564.246338
	Iteration 2F: 3 clusters Score -17098.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -17134.732422 Penalty: 564.246338
	Iteration 3F: 3 clusters Score -17134.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -17160.250000 Penalty: 564.246338
	Iteration 4F: 3 clusters Score -17160.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -17171.466797 Penalty: 564.246338
	Iteration 5Q: 3 clusters Score -17171.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -17183.849609 Penalty: 564.246338
	Iteration 6Q: 3 clusters Score -17183.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -17192.013672 Penalty: 564.246338
	Iteration 7Q: 3 clusters Score -17192.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -17196.708984 Penalty: 564.246338
	Iteration 8Q: 3 clusters Score -17196.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -17200.369141 Penalty: 564.246338
	Iteration 9Q: 3 clusters Score -17200.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -17207.730469 Penalty: 564.246338
	Iteration 10Q: 3 clusters Score -17207.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -17211.867188 Penalty: 564.246338
	Iteration 11Q: 3 clusters Score -17211.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -17217.560547 Penalty: 564.246338
	Iteration 12Q: 3 clusters Score -17217.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -17219.535156 Penalty: 564.246338
	Iteration 13Q: 3 clusters Score -17219.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -17222.238281 Penalty: 564.246338
	Iteration 14Q: 3 clusters Score -17222.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -17228.554688 Penalty: 564.246338
	Iteration 15Q: 3 clusters Score -17228.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -17230.017578 Penalty: 564.246338
	Iteration 16Q: 3 clusters Score -17230.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -17232.390625 Penalty: 564.246338
	Iteration 17Q: 3 clusters Score -17232.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -17233.111328 Penalty: 564.246338
	Iteration 18Q: 3 clusters Score -17233.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -17233.111328 Penalty: 564.246338
	Iteration 19F: 3 clusters Score -17233.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Entering Unmasked Estep 
Score: -199629.468750 Penalty: 386.798370
	Iteration 0F: 2 clusters Score -199629.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -196274.625000 Penalty: 773.596741
	Iteration 0F: 3 clusters Score -196274.6 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -197595.093750 Penalty: 773.596741
	Iteration 1F: 3 clusters Score -197595.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -197782.796875 Penalty: 773.596741
	Iteration 2F: 3 clusters Score -197782.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -197993.687500 Penalty: 773.596741
	Iteration 3F: 3 clusters Score -197993.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -198260.687500 Penalty: 773.596741
	Iteration 4F: 3 clusters Score -198260.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -198533.453125 Penalty: 773.596741
	Iteration 5F: 3 clusters Score -198533.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -198758.390625 Penalty: 773.596741
	Iteration 6F: 3 clusters Score -198758.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -198864.171875 Penalty: 773.596741
	Iteration 7Q: 3 clusters Score -198864.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -198921.031250 Penalty: 773.596741
	Iteration 8Q: 3 clusters Score -198921 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -198962.500000 Penalty: 773.596741
	Iteration 9Q: 3 clusters Score -198962.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -198990.953125 Penalty: 773.596741
	Iteration 10Q: 3 clusters Score -198991 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -199020.359375 Penalty: 773.596741
	Iteration 11Q: 3 clusters Score -199020.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -199047.421875 Penalty: 773.596741
	Iteration 12Q: 3 clusters Score -199047.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -199074.078125 Penalty: 773.596741
	Iteration 13Q: 3 clusters Score -199074.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -199100.984375 Penalty: 773.596741
	Iteration 14Q: 3 clusters Score -199101 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -199130.937500 Penalty: 773.596741
	Iteration 15Q: 3 clusters Score -199130.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -199154.187500 Penalty: 773.596741
	Iteration 16Q: 3 clusters Score -199154.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -199177.265625 Penalty: 773.596741
	Iteration 17Q: 3 clusters Score -199177.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -199197.250000 Penalty: 773.596741
	Iteration 18Q: 3 clusters Score -199197.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -199218.062500 Penalty: 773.596741
	Iteration 19Q: 3 clusters Score -199218.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -199235.890625 Penalty: 773.596741
	Iteration 20F: 3 clusters Score -199235.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -199247.859375 Penalty: 773.596741
	Iteration 21Q: 3 clusters Score -199247.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -199257.437500 Penalty: 773.596741
	Iteration 22Q: 3 clusters Score -199257.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -199269.984375 Penalty: 773.596741
	Iteration 23Q: 3 clusters Score -199270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -199288.531250 Penalty: 773.596741
	Iteration 24Q: 3 clusters Score -199288.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -199301.750000 Penalty: 773.596741
	Iteration 25Q: 3 clusters Score -199301.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -199309.578125 Penalty: 773.596741
	Iteration 26Q: 3 clusters Score -199309.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -199313.625000 Penalty: 773.596741
	Iteration 27Q: 3 clusters Score -199313.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -199318.406250 Penalty: 773.596741
	Iteration 28Q: 3 clusters Score -199318.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -199323.984375 Penalty: 773.596741
	Iteration 29Q: 3 clusters Score -199324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -199326.281250 Penalty: 773.596741
	Iteration 30Q: 3 clusters Score -199326.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -199328.562500 Penalty: 773.596741
	Iteration 31Q: 3 clusters Score -199328.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -199330.437500 Penalty: 773.596741
	Iteration 32Q: 3 clusters Score -199330.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -199331.593750 Penalty: 773.596741
	Iteration 33Q: 3 clusters Score -199331.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -199332.468750 Penalty: 773.596741
	Iteration 34Q: 3 clusters Score -199332.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -199332.796875 Penalty: 773.596741
	Iteration 35Q: 3 clusters Score -199332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -199333.218750 Penalty: 773.596741
	Iteration 36Q: 3 clusters Score -199333.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -199333.046875 Penalty: 773.596741
	Iteration 37Q: 3 clusters Score -199333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -199333.671875 Penalty: 773.596741
	Iteration 38Q: 3 clusters Score -199333.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -199333.609375 Penalty: 773.596741
	Iteration 39Q: 3 clusters Score -199333.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -199334.046875 Penalty: 773.596741
	Iteration 40F: 3 clusters Score -199334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -199333.937500 Penalty: 773.596741
	Iteration 41Q: 3 clusters Score -199333.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -199334.843750 Penalty: 773.596741
	Iteration 42Q: 3 clusters Score -199334.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -199335.359375 Penalty: 773.596741
	Iteration 43Q: 3 clusters Score -199335.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -199335.187500 Penalty: 773.596741
	Iteration 44Q: 3 clusters Score -199335.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -199335.187500 Penalty: 773.596741
	Iteration 45F: 3 clusters Score -199335.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Entering Unmasked Estep 
Score: -137901.328125 Penalty: 370.503571
	Iteration 0F: 2 clusters Score -137901.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -135517.171875 Penalty: 741.007141
	Iteration 0F: 3 clusters Score -135517.2 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -136460.218750 Penalty: 741.007141
	Iteration 1F: 3 clusters Score -136460.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -136689.093750 Penalty: 741.007141
	Iteration 2F: 3 clusters Score -136689.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -136972.343750 Penalty: 741.007141
	Iteration 3F: 3 clusters Score -136972.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -137255.562500 Penalty: 741.007141
	Iteration 4F: 3 clusters Score -137255.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -137462.843750 Penalty: 741.007141
	Iteration 5F: 3 clusters Score -137462.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -137561.015625 Penalty: 741.007141
	Iteration 6Q: 3 clusters Score -137561 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -137604.093750 Penalty: 741.007141
	Iteration 7Q: 3 clusters Score -137604.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -137643.375000 Penalty: 741.007141
	Iteration 8Q: 3 clusters Score -137643.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -137681.609375 Penalty: 741.007141
	Iteration 9Q: 3 clusters Score -137681.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -137710.203125 Penalty: 741.007141
	Iteration 10Q: 3 clusters Score -137710.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -137730.140625 Penalty: 741.007141
	Iteration 11Q: 3 clusters Score -137730.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -137737.640625 Penalty: 741.007141
	Iteration 12Q: 3 clusters Score -137737.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -137741.859375 Penalty: 741.007141
	Iteration 13Q: 3 clusters Score -137741.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -137745.312500 Penalty: 741.007141
	Iteration 14Q: 3 clusters Score -137745.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -137750.531250 Penalty: 741.007141
	Iteration 15Q: 3 clusters Score -137750.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -137754.453125 Penalty: 741.007141
	Iteration 16Q: 3 clusters Score -137754.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -137756.109375 Penalty: 741.007141
	Iteration 17Q: 3 clusters Score -137756.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -137757.234375 Penalty: 741.007141
	Iteration 18Q: 3 clusters Score -137757.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -137757.437500 Penalty: 741.007141
	Iteration 19Q: 3 clusters Score -137757.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -137758.093750 Penalty: 741.007141
	Iteration 20F: 3 clusters Score -137758.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -137758.234375 Penalty: 741.007141
	Iteration 21Q: 3 clusters Score -137758.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -137758.234375 Penalty: 741.007141
	Iteration 22F: 3 clusters Score -137758.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Entering Unmasked Estep 
Score: -85966.835938 Penalty: 349.258453
	Iteration 0F: 2 clusters Score -85966.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -84435.828125 Penalty: 698.516907
	Iteration 0F: 3 clusters Score -84435.83 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -85024.460938 Penalty: 698.516907
	Iteration 1F: 3 clusters Score -85024.46 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -85157.890625 Penalty: 698.516907
	Iteration 2F: 3 clusters Score -85157.89 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -85281.882812 Penalty: 698.516907
	Iteration 3F: 3 clusters Score -85281.88 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -85398.796875 Penalty: 698.516907
	Iteration 4F: 3 clusters Score -85398.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -85476.937500 Penalty: 698.516907
	Iteration 5Q: 3 clusters Score -85476.94 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -85553.250000 Penalty: 698.516907
	Iteration 6Q: 3 clusters Score -85553.25 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -85605.406250 Penalty: 698.516907
	Iteration 7Q: 3 clusters Score -85605.41 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -85642.320312 Penalty: 698.516907
	Iteration 8Q: 3 clusters Score -85642.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -85657.632812 Penalty: 698.516907
	Iteration 9Q: 3 clusters Score -85657.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -85669.687500 Penalty: 698.516907
	Iteration 10Q: 3 clusters Score -85669.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -85680.289062 Penalty: 698.516907
	Iteration 11Q: 3 clusters Score -85680.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -85685.843750 Penalty: 698.516907
	Iteration 12Q: 3 clusters Score -85685.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -85688.570312 Penalty: 698.516907
	Iteration 13Q: 3 clusters Score -85688.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -85691.609375 Penalty: 698.516907
	Iteration 14Q: 3 clusters Score -85691.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -85695.796875 Penalty: 698.516907
	Iteration 15Q: 3 clusters Score -85695.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -85698.421875 Penalty: 698.516907
	Iteration 16Q: 3 clusters Score -85698.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -85698.914062 Penalty: 698.516907
	Iteration 17Q: 3 clusters Score -85698.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -85699.148438 Penalty: 698.516907
	Iteration 18Q: 3 clusters Score -85699.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -85699.148438 Penalty: 698.516907
	Iteration 19F: 3 clusters Score -85699.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Entering Unmasked Estep 
Score: -245235.921875 Penalty: 397.275818
	Iteration 0F: 2 clusters Score -245235.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -241040.921875 Penalty: 794.551636
	Iteration 0F: 3 clusters Score -241040.9 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -242960.984375 Penalty: 794.551636
	Iteration 1F: 3 clusters Score -242961 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -243246.343750 Penalty: 794.551636
	Iteration 2F: 3 clusters Score -243246.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -243546.078125 Penalty: 794.551636
	Iteration 3F: 3 clusters Score -243546.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -243849.250000 Penalty: 794.551636
	Iteration 4F: 3 clusters Score -243849.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -244052.187500 Penalty: 794.551636
	Iteration 5F: 3 clusters Score -244052.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -244146.296875 Penalty: 794.551636
	Iteration 6Q: 3 clusters Score -244146.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -244190.000000 Penalty: 794.551636
	Iteration 7Q: 3 clusters Score -244190 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -244221.796875 Penalty: 794.551636
	Iteration 8Q: 3 clusters Score -244221.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -244246.625000 Penalty: 794.551636
	Iteration 9Q: 3 clusters Score -244246.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -244262.765625 Penalty: 794.551636
	Iteration 10Q: 3 clusters Score -244262.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -244282.765625 Penalty: 794.551636
	Iteration 11Q: 3 clusters Score -244282.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -244303.546875 Penalty: 794.551636
	Iteration 12Q: 3 clusters Score -244303.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -244328.500000 Penalty: 794.551636
	Iteration 13Q: 3 clusters Score -244328.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -244353.718750 Penalty: 794.551636
	Iteration 14Q: 3 clusters Score -244353.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -244373.281250 Penalty: 794.551636
	Iteration 15Q: 3 clusters Score -244373.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -244385.796875 Penalty: 794.551636
	Iteration 16Q: 3 clusters Score -244385.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -244394.750000 Penalty: 794.551636
	Iteration 17Q: 3 clusters Score -244394.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -244403.343750 Penalty: 794.551636
	Iteration 18Q: 3 clusters Score -244403.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -244410.843750 Penalty: 794.551636
	Iteration 19Q: 3 clusters Score -244410.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -244419.125000 Penalty: 794.551636
	Iteration 20F: 3 clusters Score -244419.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -244425.890625 Penalty: 794.551636
	Iteration 21Q: 3 clusters Score -244425.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -244434.656250 Penalty: 794.551636
	Iteration 22Q: 3 clusters Score -244434.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -244443.484375 Penalty: 794.551636
	Iteration 23Q: 3 clusters Score -244443.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -244451.296875 Penalty: 794.551636
	Iteration 24Q: 3 clusters Score -244451.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -244457.593750 Penalty: 794.551636
	Iteration 25Q: 3 clusters Score -244457.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -244462.281250 Penalty: 794.551636
	Iteration 26Q: 3 clusters Score -244462.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -244468.687500 Penalty: 794.551636
	Iteration 27Q: 3 clusters Score -244468.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -244474.265625 Penalty: 794.551636
	Iteration 28Q: 3 clusters Score -244474.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -244477.406250 Penalty: 794.551636
	Iteration 29Q: 3 clusters Score -244477.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -244479.078125 Penalty: 794.551636
	Iteration 30Q: 3 clusters Score -244479.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -244482.421875 Penalty: 794.551636
	Iteration 31Q: 3 clusters Score -244482.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -244486.125000 Penalty: 794.551636
	Iteration 32Q: 3 clusters Score -244486.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -244490.578125 Penalty: 794.551636
	Iteration 33Q: 3 clusters Score -244490.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -244494.843750 Penalty: 794.551636
	Iteration 34Q: 3 clusters Score -244494.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -244498.812500 Penalty: 794.551636
	Iteration 35Q: 3 clusters Score -244498.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -244501.250000 Penalty: 794.551636
	Iteration 36Q: 3 clusters Score -244501.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -244505.796875 Penalty: 794.551636
	Iteration 37Q: 3 clusters Score -244505.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -244508.500000 Penalty: 794.551636
	Iteration 38Q: 3 clusters Score -244508.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -244513.546875 Penalty: 794.551636
	Iteration 39Q: 3 clusters Score -244513.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -244522.875000 Penalty: 794.551636
	Iteration 40F: 3 clusters Score -244522.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -244530.062500 Penalty: 794.551636
	Iteration 41Q: 3 clusters Score -244530.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -244537.000000 Penalty: 794.551636
	Iteration 42Q: 3 clusters Score -244537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -244546.953125 Penalty: 794.551636
	Iteration 43Q: 3 clusters Score -244547 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -244559.750000 Penalty: 794.551636
	Iteration 44Q: 3 clusters Score -244559.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -244581.765625 Penalty: 794.551636
	Iteration 45Q: 3 clusters Score -244581.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -244597.843750 Penalty: 794.551636
	Iteration 46Q: 3 clusters Score -244597.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -244609.031250 Penalty: 794.551636
	Iteration 47Q: 3 clusters Score -244609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -244620.281250 Penalty: 794.551636
	Iteration 48Q: 3 clusters Score -244620.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -244633.593750 Penalty: 794.551636
	Iteration 49Q: 3 clusters Score -244633.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -244641.750000 Penalty: 794.551636
	Iteration 50Q: 3 clusters Score -244641.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -244647.921875 Penalty: 794.551636
	Iteration 51Q: 3 clusters Score -244647.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -244654.734375 Penalty: 794.551636
	Iteration 52Q: 3 clusters Score -244654.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -244661.468750 Penalty: 794.551636
	Iteration 53Q: 3 clusters Score -244661.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -244666.140625 Penalty: 794.551636
	Iteration 54Q: 3 clusters Score -244666.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -244670.468750 Penalty: 794.551636
	Iteration 55Q: 3 clusters Score -244670.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -244675.281250 Penalty: 794.551636
	Iteration 56Q: 3 clusters Score -244675.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -244681.328125 Penalty: 794.551636
	Iteration 57Q: 3 clusters Score -244681.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -244688.890625 Penalty: 794.551636
	Iteration 58Q: 3 clusters Score -244688.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -244695.218750 Penalty: 794.551636
	Iteration 59Q: 3 clusters Score -244695.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -244701.765625 Penalty: 794.551636
	Iteration 60F: 3 clusters Score -244701.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -244707.812500 Penalty: 794.551636
	Iteration 61Q: 3 clusters Score -244707.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -244711.937500 Penalty: 794.551636
	Iteration 62Q: 3 clusters Score -244711.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -244716.000000 Penalty: 794.551636
	Iteration 63Q: 3 clusters Score -244716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -244718.687500 Penalty: 794.551636
	Iteration 64Q: 3 clusters Score -244718.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -244722.625000 Penalty: 794.551636
	Iteration 65Q: 3 clusters Score -244722.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -244727.234375 Penalty: 794.551636
	Iteration 66Q: 3 clusters Score -244727.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -244733.171875 Penalty: 794.551636
	Iteration 67Q: 3 clusters Score -244733.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -244738.609375 Penalty: 794.551636
	Iteration 68Q: 3 clusters Score -244738.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -244743.500000 Penalty: 794.551636
	Iteration 69Q: 3 clusters Score -244743.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -244749.218750 Penalty: 794.551636
	Iteration 70Q: 3 clusters Score -244749.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -244753.921875 Penalty: 794.551636
	Iteration 71Q: 3 clusters Score -244753.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -244759.015625 Penalty: 794.551636
	Iteration 72Q: 3 clusters Score -244759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -244765.000000 Penalty: 794.551636
	Iteration 73Q: 3 clusters Score -244765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -244774.500000 Penalty: 794.551636
	Iteration 74Q: 3 clusters Score -244774.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -244783.125000 Penalty: 794.551636
	Iteration 75Q: 3 clusters Score -244783.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -244789.000000 Penalty: 794.551636
	Iteration 76Q: 3 clusters Score -244789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -244794.031250 Penalty: 794.551636
	Iteration 77Q: 3 clusters Score -244794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -244800.531250 Penalty: 794.551636
	Iteration 78Q: 3 clusters Score -244800.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -244807.359375 Penalty: 794.551636
	Iteration 79Q: 3 clusters Score -244807.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -244814.875000 Penalty: 794.551636
	Iteration 80F: 3 clusters Score -244814.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -244820.609375 Penalty: 794.551636
	Iteration 81Q: 3 clusters Score -244820.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -244824.734375 Penalty: 794.551636
	Iteration 82Q: 3 clusters Score -244824.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -244829.250000 Penalty: 794.551636
	Iteration 83Q: 3 clusters Score -244829.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -244834.421875 Penalty: 794.551636
	Iteration 84Q: 3 clusters Score -244834.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -244840.546875 Penalty: 794.551636
	Iteration 85Q: 3 clusters Score -244840.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -244848.359375 Penalty: 794.551636
	Iteration 86Q: 3 clusters Score -244848.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -244853.234375 Penalty: 794.551636
	Iteration 87Q: 3 clusters Score -244853.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -244857.406250 Penalty: 794.551636
	Iteration 88Q: 3 clusters Score -244857.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -244861.375000 Penalty: 794.551636
	Iteration 89Q: 3 clusters Score -244861.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -244862.734375 Penalty: 794.551636
	Iteration 90Q: 3 clusters Score -244862.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -244864.656250 Penalty: 794.551636
	Iteration 91Q: 3 clusters Score -244864.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -244865.609375 Penalty: 794.551636
	Iteration 92Q: 3 clusters Score -244865.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -244866.015625 Penalty: 794.551636
	Iteration 93Q: 3 clusters Score -244866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -244865.968750 Penalty: 794.551636
	Iteration 94Q: 3 clusters Score -244866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -244865.937500 Penalty: 794.551636
	Iteration 95Q: 3 clusters Score -244865.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -244865.937500 Penalty: 794.551636
	Iteration 96F: 3 clusters Score -244865.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -43217.746094 Penalty: 327.415131
	Iteration 0F: 2 clusters Score -43217.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -42241.695312 Penalty: 654.830261
	Iteration 0F: 3 clusters Score -42241.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -42748.542969 Penalty: 654.830261
	Iteration 1F: 3 clusters Score -42748.54 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -42945.722656 Penalty: 654.830261
	Iteration 2F: 3 clusters Score -42945.72 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -43089.070312 Penalty: 654.830261
	Iteration 3F: 3 clusters Score -43089.07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -43219.714844 Penalty: 654.830261
	Iteration 4F: 3 clusters Score -43219.71 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -43315.582031 Penalty: 654.830261
	Iteration 5F: 3 clusters Score -43315.58 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -43371.195312 Penalty: 654.830261
	Iteration 6Q: 3 clusters Score -43371.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -43411.195312 Penalty: 654.830261
	Iteration 7Q: 3 clusters Score -43411.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -43430.140625 Penalty: 654.830261
	Iteration 8Q: 3 clusters Score -43430.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -43442.335938 Penalty: 654.830261
	Iteration 9Q: 3 clusters Score -43442.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -43449.679688 Penalty: 654.830261
	Iteration 10Q: 3 clusters Score -43449.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -43453.355469 Penalty: 654.830261
	Iteration 11Q: 3 clusters Score -43453.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -43455.519531 Penalty: 654.830261
	Iteration 12Q: 3 clusters Score -43455.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -43457.851562 Penalty: 654.830261
	Iteration 13Q: 3 clusters Score -43457.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -43459.046875 Penalty: 654.830261
	Iteration 14Q: 3 clusters Score -43459.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -43459.046875 Penalty: 654.830261
	Iteration 15F: 3 clusters Score -43459.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4920 members 
Mstep: Class 3 contains 3439 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 6194 members 
Mstep: Class 6 contains 278 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 5856 members 
Mstep: Class 10 contains 2119 members 
Mstep: Class 11 contains 222869 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 15139 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 16 contains 282977 members 
Mstep: Class 17 contains 59370 members 
Mstep: Class 18 contains 4725 members 
Mstep: Class 19 contains 26148 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4873 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1805 members 
Mstep: Class 26 contains 3052 members 
Mstep: Class 27 contains 2543 members 
Mstep: Class 28 contains 3795 members 
Mstep: Class 29 contains 6147 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1204 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1094 members 
Mstep: Class 34 contains 5496 members 
Mstep: Class 35 contains 1723 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 26767 members 
Mstep: Class 39 contains 744 members 
Mstep: Class 40 contains 1056 members 
Entering Unmasked Estep 
Score: -28354986.000000 Penalty: 24571.453125
Splitting cluster 6 changes total score from -28355066.000000 to -28354986.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Entering Unmasked Estep 
Score: -60664.683594 Penalty: 339.268677
	Iteration 0F: 2 clusters Score -60664.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -59413.468750 Penalty: 678.537354
	Iteration 0F: 3 clusters Score -59413.47 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -59855.242188 Penalty: 678.537354
	Iteration 1F: 3 clusters Score -59855.24 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -59931.984375 Penalty: 678.537354
	Iteration 2F: 3 clusters Score -59931.98 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -60004.191406 Penalty: 678.537354
	Iteration 3F: 3 clusters Score -60004.19 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -60077.359375 Penalty: 678.537354
	Iteration 4F: 3 clusters Score -60077.36 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -60121.289062 Penalty: 678.537354
	Iteration 5Q: 3 clusters Score -60121.29 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -60148.937500 Penalty: 678.537354
	Iteration 6Q: 3 clusters Score -60148.94 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -60170.183594 Penalty: 678.537354
	Iteration 7Q: 3 clusters Score -60170.18 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -60189.570312 Penalty: 678.537354
	Iteration 8Q: 3 clusters Score -60189.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -60213.199219 Penalty: 678.537354
	Iteration 9Q: 3 clusters Score -60213.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -60239.808594 Penalty: 678.537354
	Iteration 10Q: 3 clusters Score -60239.81 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -60276.488281 Penalty: 678.537354
	Iteration 11Q: 3 clusters Score -60276.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -60306.910156 Penalty: 678.537354
	Iteration 12Q: 3 clusters Score -60306.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -60323.480469 Penalty: 678.537354
	Iteration 13Q: 3 clusters Score -60323.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -60335.371094 Penalty: 678.537354
	Iteration 14Q: 3 clusters Score -60335.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -60341.671875 Penalty: 678.537354
	Iteration 15Q: 3 clusters Score -60341.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -60347.335938 Penalty: 678.537354
	Iteration 16Q: 3 clusters Score -60347.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -60353.058594 Penalty: 678.537354
	Iteration 17Q: 3 clusters Score -60353.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -60356.648438 Penalty: 678.537354
	Iteration 18Q: 3 clusters Score -60356.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -60359.562500 Penalty: 678.537354
	Iteration 19Q: 3 clusters Score -60359.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -60361.753906 Penalty: 678.537354
	Iteration 20F: 3 clusters Score -60361.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -60364.664062 Penalty: 678.537354
	Iteration 21Q: 3 clusters Score -60364.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -60367.781250 Penalty: 678.537354
	Iteration 22Q: 3 clusters Score -60367.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -60370.894531 Penalty: 678.537354
	Iteration 23Q: 3 clusters Score -60370.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -60375.175781 Penalty: 678.537354
	Iteration 24Q: 3 clusters Score -60375.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -60378.851562 Penalty: 678.537354
	Iteration 25Q: 3 clusters Score -60378.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -60382.597656 Penalty: 678.537354
	Iteration 26Q: 3 clusters Score -60382.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -60387.957031 Penalty: 678.537354
	Iteration 27Q: 3 clusters Score -60387.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -60392.812500 Penalty: 678.537354
	Iteration 28Q: 3 clusters Score -60392.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -60395.675781 Penalty: 678.537354
	Iteration 29Q: 3 clusters Score -60395.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -60396.867188 Penalty: 678.537354
	Iteration 30Q: 3 clusters Score -60396.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -60397.550781 Penalty: 678.537354
	Iteration 31Q: 3 clusters Score -60397.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -60397.695312 Penalty: 678.537354
	Iteration 32Q: 3 clusters Score -60397.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -60397.695312 Penalty: 678.537354
	Iteration 33F: 3 clusters Score -60397.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -69755.109375 Penalty: 345.406769
	Iteration 0F: 2 clusters Score -69755.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -68343.359375 Penalty: 690.813538
	Iteration 0F: 3 clusters Score -68343.36 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -68883.085938 Penalty: 690.813538
	Iteration 1F: 3 clusters Score -68883.09 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -69023.625000 Penalty: 690.813538
	Iteration 2F: 3 clusters Score -69023.62 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -69137.218750 Penalty: 690.813538
	Iteration 3F: 3 clusters Score -69137.22 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -69234.835938 Penalty: 690.813538
	Iteration 4F: 3 clusters Score -69234.84 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -69329.585938 Penalty: 690.813538
	Iteration 5F: 3 clusters Score -69329.59 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -69408.484375 Penalty: 690.813538
	Iteration 6Q: 3 clusters Score -69408.48 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -69461.828125 Penalty: 690.813538
	Iteration 7Q: 3 clusters Score -69461.83 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -69492.031250 Penalty: 690.813538
	Iteration 8Q: 3 clusters Score -69492.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -69506.976562 Penalty: 690.813538
	Iteration 9Q: 3 clusters Score -69506.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -69515.523438 Penalty: 690.813538
	Iteration 10Q: 3 clusters Score -69515.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -69522.437500 Penalty: 690.813538
	Iteration 11Q: 3 clusters Score -69522.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -69525.148438 Penalty: 690.813538
	Iteration 12Q: 3 clusters Score -69525.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -69528.757812 Penalty: 690.813538
	Iteration 13Q: 3 clusters Score -69528.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -69531.085938 Penalty: 690.813538
	Iteration 14Q: 3 clusters Score -69531.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -69536.640625 Penalty: 690.813538
	Iteration 15Q: 3 clusters Score -69536.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -69540.187500 Penalty: 690.813538
	Iteration 16Q: 3 clusters Score -69540.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -69542.437500 Penalty: 690.813538
	Iteration 17Q: 3 clusters Score -69542.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -69544.218750 Penalty: 690.813538
	Iteration 18Q: 3 clusters Score -69544.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -69546.578125 Penalty: 690.813538
	Iteration 19Q: 3 clusters Score -69546.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -69550.296875 Penalty: 690.813538
	Iteration 20F: 3 clusters Score -69550.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -69552.960938 Penalty: 690.813538
	Iteration 21Q: 3 clusters Score -69552.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -69554.046875 Penalty: 690.813538
	Iteration 22Q: 3 clusters Score -69554.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -69556.093750 Penalty: 690.813538
	Iteration 23Q: 3 clusters Score -69556.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -69559.218750 Penalty: 690.813538
	Iteration 24Q: 3 clusters Score -69559.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -69562.218750 Penalty: 690.813538
	Iteration 25Q: 3 clusters Score -69562.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -69563.601562 Penalty: 690.813538
	Iteration 26Q: 3 clusters Score -69563.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -69563.929688 Penalty: 690.813538
	Iteration 27Q: 3 clusters Score -69563.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -69564.328125 Penalty: 690.813538
	Iteration 28Q: 3 clusters Score -69564.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -69565.148438 Penalty: 690.813538
	Iteration 29Q: 3 clusters Score -69565.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -69565.968750 Penalty: 690.813538
	Iteration 30Q: 3 clusters Score -69565.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -69565.945312 Penalty: 690.813538
	Iteration 31Q: 3 clusters Score -69565.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -69565.945312 Penalty: 690.813538
	Iteration 32F: 3 clusters Score -69565.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Entering Unmasked Estep 
Score: -230097.062500 Penalty: 394.722626
	Iteration 0F: 2 clusters Score -230097.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -226109.031250 Penalty: 789.445251
	Iteration 0F: 3 clusters Score -226109 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -227996.937500 Penalty: 789.445251
	Iteration 1F: 3 clusters Score -227996.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -228473.515625 Penalty: 789.445251
	Iteration 2F: 3 clusters Score -228473.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -228973.093750 Penalty: 789.445251
	Iteration 3F: 3 clusters Score -228973.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -229244.062500 Penalty: 789.445251
	Iteration 4F: 3 clusters Score -229244.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -229352.500000 Penalty: 789.445251
	Iteration 5Q: 3 clusters Score -229352.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -229398.203125 Penalty: 789.445251
	Iteration 6Q: 3 clusters Score -229398.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -229432.000000 Penalty: 789.445251
	Iteration 7Q: 3 clusters Score -229432 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -229450.328125 Penalty: 789.445251
	Iteration 8Q: 3 clusters Score -229450.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -229462.171875 Penalty: 789.445251
	Iteration 9Q: 3 clusters Score -229462.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -229469.218750 Penalty: 789.445251
	Iteration 10Q: 3 clusters Score -229469.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -229482.406250 Penalty: 789.445251
	Iteration 11Q: 3 clusters Score -229482.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -229495.390625 Penalty: 789.445251
	Iteration 12Q: 3 clusters Score -229495.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -229515.078125 Penalty: 789.445251
	Iteration 13Q: 3 clusters Score -229515.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -229536.562500 Penalty: 789.445251
	Iteration 14Q: 3 clusters Score -229536.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -229567.640625 Penalty: 789.445251
	Iteration 15Q: 3 clusters Score -229567.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -229598.609375 Penalty: 789.445251
	Iteration 16Q: 3 clusters Score -229598.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -229629.375000 Penalty: 789.445251
	Iteration 17Q: 3 clusters Score -229629.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -229651.421875 Penalty: 789.445251
	Iteration 18Q: 3 clusters Score -229651.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -229675.671875 Penalty: 789.445251
	Iteration 19Q: 3 clusters Score -229675.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -229698.625000 Penalty: 789.445251
	Iteration 20F: 3 clusters Score -229698.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -229726.062500 Penalty: 789.445251
	Iteration 21Q: 3 clusters Score -229726.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -229768.281250 Penalty: 789.445251
	Iteration 22Q: 3 clusters Score -229768.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -229815.750000 Penalty: 789.445251
	Iteration 23Q: 3 clusters Score -229815.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -229851.765625 Penalty: 789.445251
	Iteration 24Q: 3 clusters Score -229851.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -229887.796875 Penalty: 789.445251
	Iteration 25Q: 3 clusters Score -229887.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -229926.796875 Penalty: 789.445251
	Iteration 26Q: 3 clusters Score -229926.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -229954.031250 Penalty: 789.445251
	Iteration 27Q: 3 clusters Score -229954 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -229975.703125 Penalty: 789.445251
	Iteration 28Q: 3 clusters Score -229975.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -229991.984375 Penalty: 789.445251
	Iteration 29Q: 3 clusters Score -229992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -229999.937500 Penalty: 789.445251
	Iteration 30Q: 3 clusters Score -229999.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -230006.093750 Penalty: 789.445251
	Iteration 31Q: 3 clusters Score -230006.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -230011.468750 Penalty: 789.445251
	Iteration 32Q: 3 clusters Score -230011.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -230015.953125 Penalty: 789.445251
	Iteration 33Q: 3 clusters Score -230016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -230021.703125 Penalty: 789.445251
	Iteration 34Q: 3 clusters Score -230021.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -230023.937500 Penalty: 789.445251
	Iteration 35Q: 3 clusters Score -230023.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -230025.781250 Penalty: 789.445251
	Iteration 36Q: 3 clusters Score -230025.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -230026.578125 Penalty: 789.445251
	Iteration 37Q: 3 clusters Score -230026.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -230028.046875 Penalty: 789.445251
	Iteration 38Q: 3 clusters Score -230028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -230029.078125 Penalty: 789.445251
	Iteration 39Q: 3 clusters Score -230029.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -230030.171875 Penalty: 789.445251
	Iteration 40F: 3 clusters Score -230030.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -230030.921875 Penalty: 789.445251
	Iteration 41Q: 3 clusters Score -230030.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -230030.921875 Penalty: 789.445251
	Iteration 42F: 3 clusters Score -230030.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Entering Unmasked Estep 
Score: -90155.242188 Penalty: 348.470825
	Iteration 0F: 2 clusters Score -90155.24 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 1059 members 
Entering Unmasked Estep 
Score: -88612.257812 Penalty: 696.941650
	Iteration 0F: 3 clusters Score -88612.26 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -89203.351562 Penalty: 696.941650
	Iteration 1F: 3 clusters Score -89203.35 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -89313.718750 Penalty: 696.941650
	Iteration 2F: 3 clusters Score -89313.72 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -89408.359375 Penalty: 696.941650
	Iteration 3F: 3 clusters Score -89408.36 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -89475.992188 Penalty: 696.941650
	Iteration 4F: 3 clusters Score -89475.99 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -89528.039062 Penalty: 696.941650
	Iteration 5Q: 3 clusters Score -89528.04 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -89566.851562 Penalty: 696.941650
	Iteration 6Q: 3 clusters Score -89566.85 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -89600.429688 Penalty: 696.941650
	Iteration 7Q: 3 clusters Score -89600.43 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -89628.234375 Penalty: 696.941650
	Iteration 8Q: 3 clusters Score -89628.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -89653.867188 Penalty: 696.941650
	Iteration 9Q: 3 clusters Score -89653.87 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -89670.265625 Penalty: 696.941650
	Iteration 10Q: 3 clusters Score -89670.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -89682.265625 Penalty: 696.941650
	Iteration 11Q: 3 clusters Score -89682.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -89692.976562 Penalty: 696.941650
	Iteration 12Q: 3 clusters Score -89692.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -89706.773438 Penalty: 696.941650
	Iteration 13Q: 3 clusters Score -89706.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -89717.703125 Penalty: 696.941650
	Iteration 14Q: 3 clusters Score -89717.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -89727.468750 Penalty: 696.941650
	Iteration 15Q: 3 clusters Score -89727.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -89739.562500 Penalty: 696.941650
	Iteration 16Q: 3 clusters Score -89739.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -89748.851562 Penalty: 696.941650
	Iteration 17Q: 3 clusters Score -89748.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -89753.132812 Penalty: 696.941650
	Iteration 18Q: 3 clusters Score -89753.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -89755.968750 Penalty: 696.941650
	Iteration 19Q: 3 clusters Score -89755.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -89758.046875 Penalty: 696.941650
	Iteration 20F: 3 clusters Score -89758.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -89761.960938 Penalty: 696.941650
	Iteration 21Q: 3 clusters Score -89761.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -89764.484375 Penalty: 696.941650
	Iteration 22Q: 3 clusters Score -89764.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -89766.164062 Penalty: 696.941650
	Iteration 23Q: 3 clusters Score -89766.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -89769.960938 Penalty: 696.941650
	Iteration 24Q: 3 clusters Score -89769.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -89772.851562 Penalty: 696.941650
	Iteration 25Q: 3 clusters Score -89772.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -89778.429688 Penalty: 696.941650
	Iteration 26Q: 3 clusters Score -89778.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -89782.171875 Penalty: 696.941650
	Iteration 27Q: 3 clusters Score -89782.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -89788.812500 Penalty: 696.941650
	Iteration 28Q: 3 clusters Score -89788.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -89799.343750 Penalty: 696.941650
	Iteration 29Q: 3 clusters Score -89799.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -89806.085938 Penalty: 696.941650
	Iteration 30Q: 3 clusters Score -89806.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -89809.593750 Penalty: 696.941650
	Iteration 31Q: 3 clusters Score -89809.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -89815.953125 Penalty: 696.941650
	Iteration 32Q: 3 clusters Score -89815.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -89825.984375 Penalty: 696.941650
	Iteration 33Q: 3 clusters Score -89825.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -89837.820312 Penalty: 696.941650
	Iteration 34Q: 3 clusters Score -89837.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -89847.320312 Penalty: 696.941650
	Iteration 35Q: 3 clusters Score -89847.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -89851.531250 Penalty: 696.941650
	Iteration 36Q: 3 clusters Score -89851.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -89856.585938 Penalty: 696.941650
	Iteration 37Q: 3 clusters Score -89856.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -89862.054688 Penalty: 696.941650
	Iteration 38Q: 3 clusters Score -89862.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -89865.890625 Penalty: 696.941650
	Iteration 39Q: 3 clusters Score -89865.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -89868.726562 Penalty: 696.941650
	Iteration 40F: 3 clusters Score -89868.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -89873.453125 Penalty: 696.941650
	Iteration 41Q: 3 clusters Score -89873.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -89878.515625 Penalty: 696.941650
	Iteration 42Q: 3 clusters Score -89878.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -89881.960938 Penalty: 696.941650
	Iteration 43Q: 3 clusters Score -89881.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -89884.171875 Penalty: 696.941650
	Iteration 44Q: 3 clusters Score -89884.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -89885.984375 Penalty: 696.941650
	Iteration 45Q: 3 clusters Score -89885.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -89888.687500 Penalty: 696.941650
	Iteration 46Q: 3 clusters Score -89888.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -89891.929688 Penalty: 696.941650
	Iteration 47Q: 3 clusters Score -89891.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -89894.554688 Penalty: 696.941650
	Iteration 48Q: 3 clusters Score -89894.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -89895.492188 Penalty: 696.941650
	Iteration 49Q: 3 clusters Score -89895.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -89896.125000 Penalty: 696.941650
	Iteration 50Q: 3 clusters Score -89896.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -89897.429688 Penalty: 696.941650
	Iteration 51Q: 3 clusters Score -89897.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -89898.257812 Penalty: 696.941650
	Iteration 52Q: 3 clusters Score -89898.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -89898.453125 Penalty: 696.941650
	Iteration 53Q: 3 clusters Score -89898.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -89899.062500 Penalty: 696.941650
	Iteration 54Q: 3 clusters Score -89899.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -89899.609375 Penalty: 696.941650
	Iteration 55Q: 3 clusters Score -89899.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -89900.453125 Penalty: 696.941650
	Iteration 56Q: 3 clusters Score -89900.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -89900.851562 Penalty: 696.941650
	Iteration 57Q: 3 clusters Score -89900.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -89901.695312 Penalty: 696.941650
	Iteration 58Q: 3 clusters Score -89901.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -89902.226562 Penalty: 696.941650
	Iteration 59Q: 3 clusters Score -89902.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -89902.945312 Penalty: 696.941650
	Iteration 60F: 3 clusters Score -89902.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -89903.500000 Penalty: 696.941650
	Iteration 61Q: 3 clusters Score -89903.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -89903.835938 Penalty: 696.941650
	Iteration 62Q: 3 clusters Score -89903.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -89904.429688 Penalty: 696.941650
	Iteration 63Q: 3 clusters Score -89904.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -89904.804688 Penalty: 696.941650
	Iteration 64Q: 3 clusters Score -89904.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -89904.804688 Penalty: 696.941650
	Iteration 65F: 3 clusters Score -89904.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (222869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222869 members 
Entering Unmasked Estep 
Score: -9157481.000000 Penalty: 560.302429
	Iteration 0F: 2 clusters Score -9157481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111804 members 
Mstep: Class 2 contains 111065 members 
Entering Unmasked Estep 
Score: -9005930.000000 Penalty: 1120.604858
	Iteration 0F: 3 clusters Score -9005930 nChanged 110096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131428 members 
Mstep: Class 2 contains 91441 members 
Entering Unmasked Estep 
Score: -9078230.000000 Penalty: 1120.604858
	Iteration 1F: 3 clusters Score -9078230 nChanged 13440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142602 members 
Mstep: Class 2 contains 80267 members 
Entering Unmasked Estep 
Score: -9086498.000000 Penalty: 1120.604858
	Iteration 2F: 3 clusters Score -9086498 nChanged 15952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156860 members 
Mstep: Class 2 contains 66009 members 
Entering Unmasked Estep 
Score: -9098815.000000 Penalty: 1120.604858
	Iteration 3F: 3 clusters Score -9098815 nChanged 16722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172384 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -9113441.000000 Penalty: 1120.604858
	Iteration 4F: 3 clusters Score -9113441 nChanged 14861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186461 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -9127366.000000 Penalty: 1120.604858
	Iteration 5F: 3 clusters Score -9127366 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197397 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -9138030.000000 Penalty: 1120.604858
	Iteration 6F: 3 clusters Score -9138030 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204893 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -9145354.000000 Penalty: 1120.604858
	Iteration 7Q: 3 clusters Score -9145354 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209787 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -9149723.000000 Penalty: 1120.604858
	Iteration 8Q: 3 clusters Score -9149723 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213077 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -9152297.000000 Penalty: 1120.604858
	Iteration 9Q: 3 clusters Score -9152297 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215360 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -9153945.000000 Penalty: 1120.604858
	Iteration 10Q: 3 clusters Score -9153945 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216952 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -9155022.000000 Penalty: 1120.604858
	Iteration 11Q: 3 clusters Score -9155022 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218114 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -9155767.000000 Penalty: 1120.604858
	Iteration 12Q: 3 clusters Score -9155767 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218932 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -9156241.000000 Penalty: 1120.604858
	Iteration 13Q: 3 clusters Score -9156241 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219536 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -9156600.000000 Penalty: 1120.604858
	Iteration 14Q: 3 clusters Score -9156600 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219981 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -9156860.000000 Penalty: 1120.604858
	Iteration 15Q: 3 clusters Score -9156860 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220299 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -9156988.000000 Penalty: 1120.604858
	Iteration 16Q: 3 clusters Score -9156988 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220541 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -9157069.000000 Penalty: 1120.604858
	Iteration 17Q: 3 clusters Score -9157069 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220711 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -9157146.000000 Penalty: 1120.604858
	Iteration 18Q: 3 clusters Score -9157146 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220867 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -9157219.000000 Penalty: 1120.604858
	Iteration 19Q: 3 clusters Score -9157219 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220979 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -9157237.000000 Penalty: 1120.604858
	Iteration 20F: 3 clusters Score -9157237 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221069 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -9157247.000000 Penalty: 1120.604858
	Iteration 21Q: 3 clusters Score -9157247 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221136 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -9157271.000000 Penalty: 1120.604858
	Iteration 22Q: 3 clusters Score -9157271 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221198 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9157282.000000 Penalty: 1120.604858
	Iteration 23Q: 3 clusters Score -9157282 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221253 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -9157303.000000 Penalty: 1120.604858
	Iteration 24Q: 3 clusters Score -9157303 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221292 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -9157322.000000 Penalty: 1120.604858
	Iteration 25Q: 3 clusters Score -9157322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221325 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -9157305.000000 Penalty: 1120.604858
	Iteration 26Q: 3 clusters Score -9157305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221346 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -9157325.000000 Penalty: 1120.604858
	Iteration 27Q: 3 clusters Score -9157325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221366 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -9157345.000000 Penalty: 1120.604858
	Iteration 28Q: 3 clusters Score -9157345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221391 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -9157347.000000 Penalty: 1120.604858
	Iteration 29Q: 3 clusters Score -9157347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221412 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -9157346.000000 Penalty: 1120.604858
	Iteration 30Q: 3 clusters Score -9157346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221426 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -9157354.000000 Penalty: 1120.604858
	Iteration 31Q: 3 clusters Score -9157354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221438 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -9157355.000000 Penalty: 1120.604858
	Iteration 32Q: 3 clusters Score -9157355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221446 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -9157357.000000 Penalty: 1120.604858
	Iteration 33Q: 3 clusters Score -9157357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221452 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -9157356.000000 Penalty: 1120.604858
	Iteration 34Q: 3 clusters Score -9157356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221456 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -9157350.000000 Penalty: 1120.604858
	Iteration 35Q: 3 clusters Score -9157350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221463 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -9157350.000000 Penalty: 1120.604858
	Iteration 36Q: 3 clusters Score -9157350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221472 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -9157363.000000 Penalty: 1120.604858
	Iteration 37Q: 3 clusters Score -9157363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221478 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -9157364.000000 Penalty: 1120.604858
	Iteration 38Q: 3 clusters Score -9157364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221488 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -9157371.000000 Penalty: 1120.604858
	Iteration 39Q: 3 clusters Score -9157371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221492 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -9157368.000000 Penalty: 1120.604858
	Iteration 40F: 3 clusters Score -9157368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221494 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -9157369.000000 Penalty: 1120.604858
	Iteration 41Q: 3 clusters Score -9157369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221498 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -9157364.000000 Penalty: 1120.604858
	Iteration 42Q: 3 clusters Score -9157364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221503 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -9157366.000000 Penalty: 1120.604858
	Iteration 43Q: 3 clusters Score -9157366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221512 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -9157362.000000 Penalty: 1120.604858
	Iteration 44Q: 3 clusters Score -9157362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221518 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -9157368.000000 Penalty: 1120.604858
	Iteration 45Q: 3 clusters Score -9157368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221530 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -9157384.000000 Penalty: 1120.604858
	Iteration 46Q: 3 clusters Score -9157384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221538 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -9157387.000000 Penalty: 1120.604858
	Iteration 47Q: 3 clusters Score -9157387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221545 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -9157390.000000 Penalty: 1120.604858
	Iteration 48Q: 3 clusters Score -9157390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221555 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -9157387.000000 Penalty: 1120.604858
	Iteration 49Q: 3 clusters Score -9157387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221562 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -9157390.000000 Penalty: 1120.604858
	Iteration 50Q: 3 clusters Score -9157390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221570 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -9157397.000000 Penalty: 1120.604858
	Iteration 51Q: 3 clusters Score -9157397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221575 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -9157395.000000 Penalty: 1120.604858
	Iteration 52Q: 3 clusters Score -9157395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221580 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -9157390.000000 Penalty: 1120.604858
	Iteration 53Q: 3 clusters Score -9157390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221584 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -9157390.000000 Penalty: 1120.604858
	Iteration 54Q: 3 clusters Score -9157390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221587 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -9157392.000000 Penalty: 1120.604858
	Iteration 55Q: 3 clusters Score -9157392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221589 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -9157397.000000 Penalty: 1120.604858
	Iteration 56Q: 3 clusters Score -9157397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221589 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -9157397.000000 Penalty: 1120.604858
	Iteration 57F: 3 clusters Score -9157397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -6356.625977 Penalty: 248.022247
	Iteration 0F: 2 clusters Score -6356.626 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 108 members 
Entering Unmasked Estep 
Score: -6097.269043 Penalty: 496.044495
	Iteration 0F: 3 clusters Score -6097.269 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6197.816406 Penalty: 496.044495
	Iteration 1F: 3 clusters Score -6197.816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6227.682129 Penalty: 496.044495
	Iteration 2F: 3 clusters Score -6227.682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6246.801758 Penalty: 496.044495
	Iteration 3Q: 3 clusters Score -6246.802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6261.659180 Penalty: 496.044495
	Iteration 4Q: 3 clusters Score -6261.659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6264.325195 Penalty: 496.044495
	Iteration 5Q: 3 clusters Score -6264.325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6264.325195 Penalty: 496.044495
	Iteration 6F: 3 clusters Score -6264.325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Entering Unmasked Estep 
Score: -142214.937500 Penalty: 373.548279
	Iteration 0F: 2 clusters Score -142214.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -139650.015625 Penalty: 747.096558
	Iteration 0F: 3 clusters Score -139650 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -140604.375000 Penalty: 747.096558
	Iteration 1F: 3 clusters Score -140604.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -140729.140625 Penalty: 747.096558
	Iteration 2F: 3 clusters Score -140729.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -140847.000000 Penalty: 747.096558
	Iteration 3F: 3 clusters Score -140847 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -140963.718750 Penalty: 747.096558
	Iteration 4F: 3 clusters Score -140963.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -141087.281250 Penalty: 747.096558
	Iteration 5F: 3 clusters Score -141087.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -141212.156250 Penalty: 747.096558
	Iteration 6F: 3 clusters Score -141212.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -141321.531250 Penalty: 747.096558
	Iteration 7Q: 3 clusters Score -141321.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -141392.625000 Penalty: 747.096558
	Iteration 8Q: 3 clusters Score -141392.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -141451.093750 Penalty: 747.096558
	Iteration 9Q: 3 clusters Score -141451.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -141507.453125 Penalty: 747.096558
	Iteration 10Q: 3 clusters Score -141507.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -141544.000000 Penalty: 747.096558
	Iteration 11Q: 3 clusters Score -141544 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -141569.328125 Penalty: 747.096558
	Iteration 12Q: 3 clusters Score -141569.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -141587.500000 Penalty: 747.096558
	Iteration 13Q: 3 clusters Score -141587.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -141599.437500 Penalty: 747.096558
	Iteration 14Q: 3 clusters Score -141599.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -141610.671875 Penalty: 747.096558
	Iteration 15Q: 3 clusters Score -141610.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -141627.359375 Penalty: 747.096558
	Iteration 16Q: 3 clusters Score -141627.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -141641.734375 Penalty: 747.096558
	Iteration 17Q: 3 clusters Score -141641.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -141652.578125 Penalty: 747.096558
	Iteration 18Q: 3 clusters Score -141652.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -141664.671875 Penalty: 747.096558
	Iteration 19Q: 3 clusters Score -141664.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -141680.796875 Penalty: 747.096558
	Iteration 20F: 3 clusters Score -141680.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -141695.437500 Penalty: 747.096558
	Iteration 21Q: 3 clusters Score -141695.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -141708.890625 Penalty: 747.096558
	Iteration 22Q: 3 clusters Score -141708.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -141718.046875 Penalty: 747.096558
	Iteration 23Q: 3 clusters Score -141718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -141729.062500 Penalty: 747.096558
	Iteration 24Q: 3 clusters Score -141729.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -141743.703125 Penalty: 747.096558
	Iteration 25Q: 3 clusters Score -141743.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -141757.343750 Penalty: 747.096558
	Iteration 26Q: 3 clusters Score -141757.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -141773.437500 Penalty: 747.096558
	Iteration 27Q: 3 clusters Score -141773.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -141792.578125 Penalty: 747.096558
	Iteration 28Q: 3 clusters Score -141792.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -141807.859375 Penalty: 747.096558
	Iteration 29Q: 3 clusters Score -141807.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -141816.296875 Penalty: 747.096558
	Iteration 30Q: 3 clusters Score -141816.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -141825.875000 Penalty: 747.096558
	Iteration 31Q: 3 clusters Score -141825.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -141833.718750 Penalty: 747.096558
	Iteration 32Q: 3 clusters Score -141833.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -141840.125000 Penalty: 747.096558
	Iteration 33Q: 3 clusters Score -141840.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -141845.515625 Penalty: 747.096558
	Iteration 34Q: 3 clusters Score -141845.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -141851.984375 Penalty: 747.096558
	Iteration 35Q: 3 clusters Score -141852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -141856.718750 Penalty: 747.096558
	Iteration 36Q: 3 clusters Score -141856.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -141857.875000 Penalty: 747.096558
	Iteration 37Q: 3 clusters Score -141857.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -141859.046875 Penalty: 747.096558
	Iteration 38Q: 3 clusters Score -141859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -141859.890625 Penalty: 747.096558
	Iteration 39Q: 3 clusters Score -141859.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -141860.562500 Penalty: 747.096558
	Iteration 40F: 3 clusters Score -141860.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -141862.484375 Penalty: 747.096558
	Iteration 41Q: 3 clusters Score -141862.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -141864.625000 Penalty: 747.096558
	Iteration 42Q: 3 clusters Score -141864.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -141866.687500 Penalty: 747.096558
	Iteration 43Q: 3 clusters Score -141866.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -141868.593750 Penalty: 747.096558
	Iteration 44Q: 3 clusters Score -141868.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -141874.765625 Penalty: 747.096558
	Iteration 45Q: 3 clusters Score -141874.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -141878.796875 Penalty: 747.096558
	Iteration 46Q: 3 clusters Score -141878.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -141884.703125 Penalty: 747.096558
	Iteration 47Q: 3 clusters Score -141884.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -141886.703125 Penalty: 747.096558
	Iteration 48Q: 3 clusters Score -141886.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -141887.750000 Penalty: 747.096558
	Iteration 49Q: 3 clusters Score -141887.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -141888.812500 Penalty: 747.096558
	Iteration 50Q: 3 clusters Score -141888.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -141889.187500 Penalty: 747.096558
	Iteration 51Q: 3 clusters Score -141889.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -141889.156250 Penalty: 747.096558
	Iteration 52Q: 3 clusters Score -141889.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -141889.156250 Penalty: 747.096558
	Iteration 53F: 3 clusters Score -141889.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Entering Unmasked Estep 
Score: -607582.250000 Penalty: 437.938843
	Iteration 0F: 2 clusters Score -607582.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -597561.187500 Penalty: 875.877686
	Iteration 0F: 3 clusters Score -597561.2 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -601765.500000 Penalty: 875.877686
	Iteration 1F: 3 clusters Score -601765.5 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -602187.687500 Penalty: 875.877686
	Iteration 2F: 3 clusters Score -602187.7 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -602719.812500 Penalty: 875.877686
	Iteration 3F: 3 clusters Score -602719.8 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -603359.812500 Penalty: 875.877686
	Iteration 4F: 3 clusters Score -603359.8 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -604018.250000 Penalty: 875.877686
	Iteration 5F: 3 clusters Score -604018.2 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -604659.250000 Penalty: 875.877686
	Iteration 6F: 3 clusters Score -604659.2 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -605189.750000 Penalty: 875.877686
	Iteration 7Q: 3 clusters Score -605189.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -605583.000000 Penalty: 875.877686
	Iteration 8Q: 3 clusters Score -605583 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -605793.312500 Penalty: 875.877686
	Iteration 9Q: 3 clusters Score -605793.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -605918.250000 Penalty: 875.877686
	Iteration 10Q: 3 clusters Score -605918.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -606011.437500 Penalty: 875.877686
	Iteration 11Q: 3 clusters Score -606011.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -606091.375000 Penalty: 875.877686
	Iteration 12Q: 3 clusters Score -606091.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -606171.375000 Penalty: 875.877686
	Iteration 13Q: 3 clusters Score -606171.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -606246.687500 Penalty: 875.877686
	Iteration 14Q: 3 clusters Score -606246.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -606325.250000 Penalty: 875.877686
	Iteration 15Q: 3 clusters Score -606325.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -606406.687500 Penalty: 875.877686
	Iteration 16Q: 3 clusters Score -606406.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -606489.500000 Penalty: 875.877686
	Iteration 17Q: 3 clusters Score -606489.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -606573.750000 Penalty: 875.877686
	Iteration 18Q: 3 clusters Score -606573.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -606657.437500 Penalty: 875.877686
	Iteration 19Q: 3 clusters Score -606657.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -606727.062500 Penalty: 875.877686
	Iteration 20F: 3 clusters Score -606727.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -606800.312500 Penalty: 875.877686
	Iteration 21Q: 3 clusters Score -606800.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -606880.125000 Penalty: 875.877686
	Iteration 22Q: 3 clusters Score -606880.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -606968.625000 Penalty: 875.877686
	Iteration 23Q: 3 clusters Score -606968.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -607053.937500 Penalty: 875.877686
	Iteration 24Q: 3 clusters Score -607053.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -607122.625000 Penalty: 875.877686
	Iteration 25Q: 3 clusters Score -607122.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -607167.687500 Penalty: 875.877686
	Iteration 26Q: 3 clusters Score -607167.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -607211.437500 Penalty: 875.877686
	Iteration 27Q: 3 clusters Score -607211.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -607231.500000 Penalty: 875.877686
	Iteration 28Q: 3 clusters Score -607231.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -607246.937500 Penalty: 875.877686
	Iteration 29Q: 3 clusters Score -607246.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -607260.875000 Penalty: 875.877686
	Iteration 30Q: 3 clusters Score -607260.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -607267.125000 Penalty: 875.877686
	Iteration 31Q: 3 clusters Score -607267.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -607273.125000 Penalty: 875.877686
	Iteration 32Q: 3 clusters Score -607273.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -607279.500000 Penalty: 875.877686
	Iteration 33Q: 3 clusters Score -607279.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -607285.812500 Penalty: 875.877686
	Iteration 34Q: 3 clusters Score -607285.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -607292.500000 Penalty: 875.877686
	Iteration 35Q: 3 clusters Score -607292.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -607293.812500 Penalty: 875.877686
	Iteration 36Q: 3 clusters Score -607293.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -607293.750000 Penalty: 875.877686
	Iteration 37Q: 3 clusters Score -607293.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -607295.125000 Penalty: 875.877686
	Iteration 38Q: 3 clusters Score -607295.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -607295.750000 Penalty: 875.877686
	Iteration 39Q: 3 clusters Score -607295.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -607296.750000 Penalty: 875.877686
	Iteration 40F: 3 clusters Score -607296.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -607298.500000 Penalty: 875.877686
	Iteration 41Q: 3 clusters Score -607298.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -607300.375000 Penalty: 875.877686
	Iteration 42Q: 3 clusters Score -607300.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -607301.687500 Penalty: 875.877686
	Iteration 43Q: 3 clusters Score -607301.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -607302.500000 Penalty: 875.877686
	Iteration 44Q: 3 clusters Score -607302.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -607304.125000 Penalty: 875.877686
	Iteration 45Q: 3 clusters Score -607304.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -607304.812500 Penalty: 875.877686
	Iteration 46Q: 3 clusters Score -607304.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -607305.875000 Penalty: 875.877686
	Iteration 47Q: 3 clusters Score -607305.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -607307.000000 Penalty: 875.877686
	Iteration 48Q: 3 clusters Score -607307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -607306.937500 Penalty: 875.877686
	Iteration 49Q: 3 clusters Score -607306.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -607309.375000 Penalty: 875.877686
	Iteration 50Q: 3 clusters Score -607309.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -607309.937500 Penalty: 875.877686
	Iteration 51Q: 3 clusters Score -607309.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -607309.812500 Penalty: 875.877686
	Iteration 52Q: 3 clusters Score -607309.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -607309.812500 Penalty: 875.877686
	Iteration 53F: 3 clusters Score -607309.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Entering Unmasked Estep 
Score: -65561.289062 Penalty: 339.583038
	Iteration 0F: 2 clusters Score -65561.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -64302.281250 Penalty: 679.166077
	Iteration 0F: 3 clusters Score -64302.28 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -64767.441406 Penalty: 679.166077
	Iteration 1F: 3 clusters Score -64767.44 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -64895.433594 Penalty: 679.166077
	Iteration 2F: 3 clusters Score -64895.43 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -65020.003906 Penalty: 679.166077
	Iteration 3F: 3 clusters Score -65020 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -65098.863281 Penalty: 679.166077
	Iteration 4F: 3 clusters Score -65098.86 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -65155.554688 Penalty: 679.166077
	Iteration 5Q: 3 clusters Score -65155.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -65206.984375 Penalty: 679.166077
	Iteration 6Q: 3 clusters Score -65206.98 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -65270.492188 Penalty: 679.166077
	Iteration 7Q: 3 clusters Score -65270.49 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -65329.855469 Penalty: 679.166077
	Iteration 8Q: 3 clusters Score -65329.86 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -65386.070312 Penalty: 679.166077
	Iteration 9Q: 3 clusters Score -65386.07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -65420.832031 Penalty: 679.166077
	Iteration 10Q: 3 clusters Score -65420.83 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -65436.503906 Penalty: 679.166077
	Iteration 11Q: 3 clusters Score -65436.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -65441.183594 Penalty: 679.166077
	Iteration 12Q: 3 clusters Score -65441.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -65447.054688 Penalty: 679.166077
	Iteration 13Q: 3 clusters Score -65447.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -65451.742188 Penalty: 679.166077
	Iteration 14Q: 3 clusters Score -65451.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -65455.175781 Penalty: 679.166077
	Iteration 15Q: 3 clusters Score -65455.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -65459.449219 Penalty: 679.166077
	Iteration 16Q: 3 clusters Score -65459.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -65463.988281 Penalty: 679.166077
	Iteration 17Q: 3 clusters Score -65463.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -65465.941406 Penalty: 679.166077
	Iteration 18Q: 3 clusters Score -65465.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -65467.605469 Penalty: 679.166077
	Iteration 19Q: 3 clusters Score -65467.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -65469.882812 Penalty: 679.166077
	Iteration 20F: 3 clusters Score -65469.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -65470.308594 Penalty: 679.166077
	Iteration 21Q: 3 clusters Score -65470.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -65470.308594 Penalty: 679.166077
	Iteration 22F: 3 clusters Score -65470.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (282977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282977 members 
Entering Unmasked Estep 
Score: -11765591.000000 Penalty: 571.166992
	Iteration 0F: 2 clusters Score -1.176559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141924 members 
Mstep: Class 2 contains 141053 members 
Entering Unmasked Estep 
Score: -11572536.000000 Penalty: 1142.333984
	Iteration 0F: 3 clusters Score -1.157254e+07 nChanged 139574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153034 members 
Mstep: Class 2 contains 129943 members 
Entering Unmasked Estep 
Score: -11663138.000000 Penalty: 1142.333984
	Iteration 1F: 3 clusters Score -1.166314e+07 nChanged 11374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158600 members 
Mstep: Class 2 contains 124377 members 
Entering Unmasked Estep 
Score: -11668217.000000 Penalty: 1142.333984
	Iteration 2Q: 3 clusters Score -1.166822e+07 nChanged 13054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167326 members 
Mstep: Class 2 contains 115651 members 
Entering Unmasked Estep 
Score: -11675382.000000 Penalty: 1142.333984
	Iteration 3Q: 3 clusters Score -1.167538e+07 nChanged 14936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179592 members 
Mstep: Class 2 contains 103385 members 
Entering Unmasked Estep 
Score: -11685074.000000 Penalty: 1142.333984
	Iteration 4F: 3 clusters Score -1.168507e+07 nChanged 16946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195432 members 
Mstep: Class 2 contains 87545 members 
Entering Unmasked Estep 
Score: -11696903.000000 Penalty: 1142.333984
	Iteration 5F: 3 clusters Score -1.16969e+07 nChanged 18815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213979 members 
Mstep: Class 2 contains 68998 members 
Entering Unmasked Estep 
Score: -11710984.000000 Penalty: 1142.333984
	Iteration 6F: 3 clusters Score -1.171098e+07 nChanged 18981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232920 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -11725922.000000 Penalty: 1142.333984
	Iteration 7F: 3 clusters Score -1.172592e+07 nChanged 17204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250124 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -11739981.000000 Penalty: 1142.333984
	Iteration 8F: 3 clusters Score -1.173998e+07 nChanged 13546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263670 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -11750938.000000 Penalty: 1142.333984
	Iteration 9Q: 3 clusters Score -1.175094e+07 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272600 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -11757990.000000 Penalty: 1142.333984
	Iteration 10Q: 3 clusters Score -1.175799e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277699 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -11761799.000000 Penalty: 1142.333984
	Iteration 11Q: 3 clusters Score -1.17618e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280252 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -11763523.000000 Penalty: 1142.333984
	Iteration 12Q: 3 clusters Score -1.176352e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281487 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -11764302.000000 Penalty: 1142.333984
	Iteration 13Q: 3 clusters Score -1.17643e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282094 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -11764654.000000 Penalty: 1142.333984
	Iteration 14Q: 3 clusters Score -1.176465e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282418 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -11764871.000000 Penalty: 1142.333984
	Iteration 15Q: 3 clusters Score -1.176487e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282571 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -11764989.000000 Penalty: 1142.333984
	Iteration 16Q: 3 clusters Score -1.176499e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282649 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -11765048.000000 Penalty: 1142.333984
	Iteration 17Q: 3 clusters Score -1.176505e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282700 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -11765090.000000 Penalty: 1142.333984
	Iteration 18Q: 3 clusters Score -1.176509e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282732 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -11765113.000000 Penalty: 1142.333984
	Iteration 19Q: 3 clusters Score -1.176511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282750 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11765115.000000 Penalty: 1142.333984
	Iteration 20F: 3 clusters Score -1.176512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282760 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -11765118.000000 Penalty: 1142.333984
	Iteration 21Q: 3 clusters Score -1.176512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282767 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11765117.000000 Penalty: 1142.333984
	Iteration 22Q: 3 clusters Score -1.176512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282771 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11765136.000000 Penalty: 1142.333984
	Iteration 23Q: 3 clusters Score -1.176514e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282778 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11765144.000000 Penalty: 1142.333984
	Iteration 24Q: 3 clusters Score -1.176514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282777 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11765156.000000 Penalty: 1142.333984
	Iteration 25Q: 3 clusters Score -1.176516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282778 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11765157.000000 Penalty: 1142.333984
	Iteration 26Q: 3 clusters Score -1.176516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282779 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11765156.000000 Penalty: 1142.333984
	Iteration 27Q: 3 clusters Score -1.176516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282778 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11765160.000000 Penalty: 1142.333984
	Iteration 28Q: 3 clusters Score -1.176516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282780 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11765163.000000 Penalty: 1142.333984
	Iteration 29Q: 3 clusters Score -1.176516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282785 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11765168.000000 Penalty: 1142.333984
	Iteration 30Q: 3 clusters Score -1.176517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282783 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11765174.000000 Penalty: 1142.333984
	Iteration 31Q: 3 clusters Score -1.176517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282783 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11765172.000000 Penalty: 1142.333984
	Iteration 32Q: 3 clusters Score -1.176517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282782 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11765174.000000 Penalty: 1142.333984
	Iteration 33Q: 3 clusters Score -1.176517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282783 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11765175.000000 Penalty: 1142.333984
	Iteration 34Q: 3 clusters Score -1.176518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282784 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11765173.000000 Penalty: 1142.333984
	Iteration 35Q: 3 clusters Score -1.176517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282784 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11765173.000000 Penalty: 1142.333984
	Iteration 36F: 3 clusters Score -1.176517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (59370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Entering Unmasked Estep 
Score: -2389509.500000 Penalty: 500.115295
	Iteration 0F: 2 clusters Score -2389510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -2349844.000000 Penalty: 1000.230591
	Iteration 0F: 3 clusters Score -2349844 nChanged 28832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -2371464.500000 Penalty: 1000.230591
	Iteration 1F: 3 clusters Score -2371464 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2375027.750000 Penalty: 1000.230591
	Iteration 2F: 3 clusters Score -2375028 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2378247.250000 Penalty: 1000.230591
	Iteration 3F: 3 clusters Score -2378247 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2380803.000000 Penalty: 1000.230591
	Iteration 4F: 3 clusters Score -2380803 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2382898.250000 Penalty: 1000.230591
	Iteration 5F: 3 clusters Score -2382898 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2384575.000000 Penalty: 1000.230591
	Iteration 6Q: 3 clusters Score -2384575 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2385911.000000 Penalty: 1000.230591
	Iteration 7Q: 3 clusters Score -2385911 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54864 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2386898.750000 Penalty: 1000.230591
	Iteration 8Q: 3 clusters Score -2386899 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55977 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2387593.500000 Penalty: 1000.230591
	Iteration 9Q: 3 clusters Score -2387594 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2388054.750000 Penalty: 1000.230591
	Iteration 10Q: 3 clusters Score -2388055 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2388355.750000 Penalty: 1000.230591
	Iteration 11Q: 3 clusters Score -2388356 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2388556.000000 Penalty: 1000.230591
	Iteration 12Q: 3 clusters Score -2388556 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57951 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2388708.250000 Penalty: 1000.230591
	Iteration 13Q: 3 clusters Score -2388708 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58141 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2388831.000000 Penalty: 1000.230591
	Iteration 14Q: 3 clusters Score -2388831 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2388961.750000 Penalty: 1000.230591
	Iteration 15Q: 3 clusters Score -2388962 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2389078.500000 Penalty: 1000.230591
	Iteration 16Q: 3 clusters Score -2389078 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2389151.000000 Penalty: 1000.230591
	Iteration 17Q: 3 clusters Score -2389151 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2389225.750000 Penalty: 1000.230591
	Iteration 18Q: 3 clusters Score -2389226 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2389261.250000 Penalty: 1000.230591
	Iteration 19Q: 3 clusters Score -2389261 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58507 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2389305.000000 Penalty: 1000.230591
	Iteration 20F: 3 clusters Score -2389305 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2389352.500000 Penalty: 1000.230591
	Iteration 21Q: 3 clusters Score -2389352 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2389377.750000 Penalty: 1000.230591
	Iteration 22Q: 3 clusters Score -2389378 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58553 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2389396.750000 Penalty: 1000.230591
	Iteration 23Q: 3 clusters Score -2389397 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2389408.500000 Penalty: 1000.230591
	Iteration 24Q: 3 clusters Score -2389408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2389418.250000 Penalty: 1000.230591
	Iteration 25Q: 3 clusters Score -2389418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2389418.750000 Penalty: 1000.230591
	Iteration 26Q: 3 clusters Score -2389419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2389428.000000 Penalty: 1000.230591
	Iteration 27Q: 3 clusters Score -2389428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2389428.250000 Penalty: 1000.230591
	Iteration 28Q: 3 clusters Score -2389428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2389429.500000 Penalty: 1000.230591
	Iteration 29Q: 3 clusters Score -2389430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2389433.500000 Penalty: 1000.230591
	Iteration 30Q: 3 clusters Score -2389434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2389433.500000 Penalty: 1000.230591
	Iteration 31Q: 3 clusters Score -2389434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2389434.500000 Penalty: 1000.230591
	Iteration 32Q: 3 clusters Score -2389434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2389435.000000 Penalty: 1000.230591
	Iteration 33Q: 3 clusters Score -2389435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2389434.000000 Penalty: 1000.230591
	Iteration 34Q: 3 clusters Score -2389434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2389434.250000 Penalty: 1000.230591
	Iteration 35Q: 3 clusters Score -2389434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2389434.250000 Penalty: 1000.230591
	Iteration 36F: 3 clusters Score -2389434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Entering Unmasked Estep 
Score: -184281.265625 Penalty: 384.958344
	Iteration 0F: 2 clusters Score -184281.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -181089.703125 Penalty: 769.916687
	Iteration 0F: 3 clusters Score -181089.7 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -182435.046875 Penalty: 769.916687
	Iteration 1F: 3 clusters Score -182435 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -182626.437500 Penalty: 769.916687
	Iteration 2F: 3 clusters Score -182626.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -182801.703125 Penalty: 769.916687
	Iteration 3F: 3 clusters Score -182801.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -182955.187500 Penalty: 769.916687
	Iteration 4F: 3 clusters Score -182955.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -183105.625000 Penalty: 769.916687
	Iteration 5Q: 3 clusters Score -183105.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -183224.671875 Penalty: 769.916687
	Iteration 6Q: 3 clusters Score -183224.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -183302.718750 Penalty: 769.916687
	Iteration 7Q: 3 clusters Score -183302.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -183351.484375 Penalty: 769.916687
	Iteration 8Q: 3 clusters Score -183351.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -183384.484375 Penalty: 769.916687
	Iteration 9Q: 3 clusters Score -183384.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -183405.812500 Penalty: 769.916687
	Iteration 10Q: 3 clusters Score -183405.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -183422.359375 Penalty: 769.916687
	Iteration 11Q: 3 clusters Score -183422.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -183435.859375 Penalty: 769.916687
	Iteration 12Q: 3 clusters Score -183435.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -183448.437500 Penalty: 769.916687
	Iteration 13Q: 3 clusters Score -183448.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -183464.109375 Penalty: 769.916687
	Iteration 14Q: 3 clusters Score -183464.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -183482.734375 Penalty: 769.916687
	Iteration 15Q: 3 clusters Score -183482.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -183497.062500 Penalty: 769.916687
	Iteration 16Q: 3 clusters Score -183497.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -183510.031250 Penalty: 769.916687
	Iteration 17Q: 3 clusters Score -183510 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -183517.500000 Penalty: 769.916687
	Iteration 18Q: 3 clusters Score -183517.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -183527.671875 Penalty: 769.916687
	Iteration 19Q: 3 clusters Score -183527.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -183540.515625 Penalty: 769.916687
	Iteration 20F: 3 clusters Score -183540.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -183556.734375 Penalty: 769.916687
	Iteration 21Q: 3 clusters Score -183556.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -183578.578125 Penalty: 769.916687
	Iteration 22Q: 3 clusters Score -183578.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -183600.765625 Penalty: 769.916687
	Iteration 23Q: 3 clusters Score -183600.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -183632.062500 Penalty: 769.916687
	Iteration 24Q: 3 clusters Score -183632.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -183656.109375 Penalty: 769.916687
	Iteration 25Q: 3 clusters Score -183656.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -183682.484375 Penalty: 769.916687
	Iteration 26Q: 3 clusters Score -183682.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -183709.062500 Penalty: 769.916687
	Iteration 27Q: 3 clusters Score -183709.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -183735.062500 Penalty: 769.916687
	Iteration 28Q: 3 clusters Score -183735.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -183765.421875 Penalty: 769.916687
	Iteration 29Q: 3 clusters Score -183765.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -183790.265625 Penalty: 769.916687
	Iteration 30Q: 3 clusters Score -183790.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -183819.984375 Penalty: 769.916687
	Iteration 31Q: 3 clusters Score -183820 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -183856.515625 Penalty: 769.916687
	Iteration 32Q: 3 clusters Score -183856.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -183895.218750 Penalty: 769.916687
	Iteration 33Q: 3 clusters Score -183895.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -183941.171875 Penalty: 769.916687
	Iteration 34Q: 3 clusters Score -183941.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -183986.515625 Penalty: 769.916687
	Iteration 35Q: 3 clusters Score -183986.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -184025.843750 Penalty: 769.916687
	Iteration 36Q: 3 clusters Score -184025.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -184061.890625 Penalty: 769.916687
	Iteration 37Q: 3 clusters Score -184061.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -184098.718750 Penalty: 769.916687
	Iteration 38Q: 3 clusters Score -184098.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -184121.031250 Penalty: 769.916687
	Iteration 39Q: 3 clusters Score -184121 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -184138.140625 Penalty: 769.916687
	Iteration 40F: 3 clusters Score -184138.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -184148.250000 Penalty: 769.916687
	Iteration 41Q: 3 clusters Score -184148.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -184154.234375 Penalty: 769.916687
	Iteration 42Q: 3 clusters Score -184154.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -184158.312500 Penalty: 769.916687
	Iteration 43Q: 3 clusters Score -184158.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -184160.687500 Penalty: 769.916687
	Iteration 44Q: 3 clusters Score -184160.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -184161.250000 Penalty: 769.916687
	Iteration 45Q: 3 clusters Score -184161.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -184162.312500 Penalty: 769.916687
	Iteration 46Q: 3 clusters Score -184162.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -184162.828125 Penalty: 769.916687
	Iteration 47Q: 3 clusters Score -184162.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -184162.828125 Penalty: 769.916687
	Iteration 48Q: 3 clusters Score -184162.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -184163.390625 Penalty: 769.916687
	Iteration 49Q: 3 clusters Score -184163.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -184163.578125 Penalty: 769.916687
	Iteration 50Q: 3 clusters Score -184163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -184163.906250 Penalty: 769.916687
	Iteration 51Q: 3 clusters Score -184163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -184164.234375 Penalty: 769.916687
	Iteration 52Q: 3 clusters Score -184164.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -184164.406250 Penalty: 769.916687
	Iteration 53Q: 3 clusters Score -184164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -184164.406250 Penalty: 769.916687
	Iteration 54Q: 3 clusters Score -184164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -184164.593750 Penalty: 769.916687
	Iteration 55Q: 3 clusters Score -184164.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -184164.765625 Penalty: 769.916687
	Iteration 56Q: 3 clusters Score -184164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -184164.593750 Penalty: 769.916687
	Iteration 57Q: 3 clusters Score -184164.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -184164.593750 Penalty: 769.916687
	Iteration 58F: 3 clusters Score -184164.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Entering Unmasked Estep 
Score: -1070085.750000 Penalty: 462.804504
	Iteration 0F: 2 clusters Score -1070086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1052650.125000 Penalty: 925.609009
	Iteration 0F: 3 clusters Score -1052650 nChanged 12540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1060828.375000 Penalty: 925.609009
	Iteration 1F: 3 clusters Score -1060828 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1061943.625000 Penalty: 925.609009
	Iteration 2F: 3 clusters Score -1061944 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1063131.625000 Penalty: 925.609009
	Iteration 3F: 3 clusters Score -1063132 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1064241.375000 Penalty: 925.609009
	Iteration 4F: 3 clusters Score -1064241 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1065209.625000 Penalty: 925.609009
	Iteration 5F: 3 clusters Score -1065210 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1065970.250000 Penalty: 925.609009
	Iteration 6Q: 3 clusters Score -1065970 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1066422.000000 Penalty: 925.609009
	Iteration 7Q: 3 clusters Score -1066422 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1066669.125000 Penalty: 925.609009
	Iteration 8Q: 3 clusters Score -1066669 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1066799.875000 Penalty: 925.609009
	Iteration 9Q: 3 clusters Score -1066800 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1066908.625000 Penalty: 925.609009
	Iteration 10Q: 3 clusters Score -1066909 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1067001.500000 Penalty: 925.609009
	Iteration 11Q: 3 clusters Score -1067002 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1067107.500000 Penalty: 925.609009
	Iteration 12Q: 3 clusters Score -1067108 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1067203.625000 Penalty: 925.609009
	Iteration 13Q: 3 clusters Score -1067204 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1067307.000000 Penalty: 925.609009
	Iteration 14Q: 3 clusters Score -1067307 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1067398.250000 Penalty: 925.609009
	Iteration 15Q: 3 clusters Score -1067398 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1067484.125000 Penalty: 925.609009
	Iteration 16Q: 3 clusters Score -1067484 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1067574.000000 Penalty: 925.609009
	Iteration 17Q: 3 clusters Score -1067574 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1067664.750000 Penalty: 925.609009
	Iteration 18Q: 3 clusters Score -1067665 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1067757.375000 Penalty: 925.609009
	Iteration 19Q: 3 clusters Score -1067757 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1067848.375000 Penalty: 925.609009
	Iteration 20F: 3 clusters Score -1067848 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1067952.000000 Penalty: 925.609009
	Iteration 21Q: 3 clusters Score -1067952 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1068066.000000 Penalty: 925.609009
	Iteration 22Q: 3 clusters Score -1068066 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1068179.125000 Penalty: 925.609009
	Iteration 23Q: 3 clusters Score -1068179 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1068286.125000 Penalty: 925.609009
	Iteration 24Q: 3 clusters Score -1068286 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1068397.500000 Penalty: 925.609009
	Iteration 25Q: 3 clusters Score -1068398 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1068506.875000 Penalty: 925.609009
	Iteration 26Q: 3 clusters Score -1068507 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1068622.875000 Penalty: 925.609009
	Iteration 27Q: 3 clusters Score -1068623 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1068725.750000 Penalty: 925.609009
	Iteration 28Q: 3 clusters Score -1068726 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1068834.500000 Penalty: 925.609009
	Iteration 29Q: 3 clusters Score -1068834 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1068937.875000 Penalty: 925.609009
	Iteration 30Q: 3 clusters Score -1068938 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1069031.375000 Penalty: 925.609009
	Iteration 31Q: 3 clusters Score -1069031 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1069119.500000 Penalty: 925.609009
	Iteration 32Q: 3 clusters Score -1069120 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1069201.000000 Penalty: 925.609009
	Iteration 33Q: 3 clusters Score -1069201 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1069303.750000 Penalty: 925.609009
	Iteration 34Q: 3 clusters Score -1069304 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1069388.125000 Penalty: 925.609009
	Iteration 35Q: 3 clusters Score -1069388 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1069449.625000 Penalty: 925.609009
	Iteration 36Q: 3 clusters Score -1069450 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1069510.375000 Penalty: 925.609009
	Iteration 37Q: 3 clusters Score -1069510 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1069544.625000 Penalty: 925.609009
	Iteration 38Q: 3 clusters Score -1069545 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1069565.500000 Penalty: 925.609009
	Iteration 39Q: 3 clusters Score -1069566 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1069587.000000 Penalty: 925.609009
	Iteration 40F: 3 clusters Score -1069587 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1069605.875000 Penalty: 925.609009
	Iteration 41Q: 3 clusters Score -1069606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1069619.375000 Penalty: 925.609009
	Iteration 42Q: 3 clusters Score -1069619 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1069630.875000 Penalty: 925.609009
	Iteration 43Q: 3 clusters Score -1069631 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1069644.625000 Penalty: 925.609009
	Iteration 44Q: 3 clusters Score -1069645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1069650.125000 Penalty: 925.609009
	Iteration 45Q: 3 clusters Score -1069650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1069658.375000 Penalty: 925.609009
	Iteration 46Q: 3 clusters Score -1069658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1069665.750000 Penalty: 925.609009
	Iteration 47Q: 3 clusters Score -1069666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1069670.625000 Penalty: 925.609009
	Iteration 48Q: 3 clusters Score -1069671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1069680.250000 Penalty: 925.609009
	Iteration 49Q: 3 clusters Score -1069680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1069699.875000 Penalty: 925.609009
	Iteration 50Q: 3 clusters Score -1069700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1069708.250000 Penalty: 925.609009
	Iteration 51Q: 3 clusters Score -1069708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1069714.000000 Penalty: 925.609009
	Iteration 52Q: 3 clusters Score -1069714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1069719.875000 Penalty: 925.609009
	Iteration 53Q: 3 clusters Score -1069720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1069725.500000 Penalty: 925.609009
	Iteration 54Q: 3 clusters Score -1069726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1069728.750000 Penalty: 925.609009
	Iteration 55Q: 3 clusters Score -1069729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1069730.000000 Penalty: 925.609009
	Iteration 56Q: 3 clusters Score -1069730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1069733.000000 Penalty: 925.609009
	Iteration 57Q: 3 clusters Score -1069733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1069734.375000 Penalty: 925.609009
	Iteration 58Q: 3 clusters Score -1069734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1069734.000000 Penalty: 925.609009
	Iteration 59Q: 3 clusters Score -1069734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1069734.500000 Penalty: 925.609009
	Iteration 60F: 3 clusters Score -1069734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Entering Unmasked Estep 
Score: -507217.718750 Penalty: 431.196655
	Iteration 0F: 2 clusters Score -507217.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -498463.906250 Penalty: 862.393311
	Iteration 0F: 3 clusters Score -498463.9 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -502186.937500 Penalty: 862.393311
	Iteration 1F: 3 clusters Score -502186.9 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -502520.562500 Penalty: 862.393311
	Iteration 2F: 3 clusters Score -502520.6 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -502940.750000 Penalty: 862.393311
	Iteration 3F: 3 clusters Score -502940.8 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -503469.000000 Penalty: 862.393311
	Iteration 4F: 3 clusters Score -503469 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -503992.000000 Penalty: 862.393311
	Iteration 5F: 3 clusters Score -503992 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -504426.531250 Penalty: 862.393311
	Iteration 6F: 3 clusters Score -504426.5 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -504775.593750 Penalty: 862.393311
	Iteration 7Q: 3 clusters Score -504775.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -505020.906250 Penalty: 862.393311
	Iteration 8Q: 3 clusters Score -505020.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -505178.531250 Penalty: 862.393311
	Iteration 9Q: 3 clusters Score -505178.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -505283.968750 Penalty: 862.393311
	Iteration 10Q: 3 clusters Score -505284 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -505363.687500 Penalty: 862.393311
	Iteration 11Q: 3 clusters Score -505363.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -505425.000000 Penalty: 862.393311
	Iteration 12Q: 3 clusters Score -505425 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -505474.250000 Penalty: 862.393311
	Iteration 13Q: 3 clusters Score -505474.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -505523.750000 Penalty: 862.393311
	Iteration 14Q: 3 clusters Score -505523.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -505562.781250 Penalty: 862.393311
	Iteration 15Q: 3 clusters Score -505562.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -505601.062500 Penalty: 862.393311
	Iteration 16Q: 3 clusters Score -505601.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -505647.656250 Penalty: 862.393311
	Iteration 17Q: 3 clusters Score -505647.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -505685.906250 Penalty: 862.393311
	Iteration 18Q: 3 clusters Score -505685.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -505726.062500 Penalty: 862.393311
	Iteration 19Q: 3 clusters Score -505726.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -505771.187500 Penalty: 862.393311
	Iteration 20F: 3 clusters Score -505771.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -505812.062500 Penalty: 862.393311
	Iteration 21Q: 3 clusters Score -505812.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -505857.375000 Penalty: 862.393311
	Iteration 22Q: 3 clusters Score -505857.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -505900.187500 Penalty: 862.393311
	Iteration 23Q: 3 clusters Score -505900.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -505945.312500 Penalty: 862.393311
	Iteration 24Q: 3 clusters Score -505945.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -505992.437500 Penalty: 862.393311
	Iteration 25Q: 3 clusters Score -505992.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -506031.093750 Penalty: 862.393311
	Iteration 26Q: 3 clusters Score -506031.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -506078.093750 Penalty: 862.393311
	Iteration 27Q: 3 clusters Score -506078.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -506123.062500 Penalty: 862.393311
	Iteration 28Q: 3 clusters Score -506123.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -506168.343750 Penalty: 862.393311
	Iteration 29Q: 3 clusters Score -506168.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -506221.625000 Penalty: 862.393311
	Iteration 30Q: 3 clusters Score -506221.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -506275.000000 Penalty: 862.393311
	Iteration 31Q: 3 clusters Score -506275 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -506328.937500 Penalty: 862.393311
	Iteration 32Q: 3 clusters Score -506328.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -506372.093750 Penalty: 862.393311
	Iteration 33Q: 3 clusters Score -506372.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -506411.156250 Penalty: 862.393311
	Iteration 34Q: 3 clusters Score -506411.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -506446.031250 Penalty: 862.393311
	Iteration 35Q: 3 clusters Score -506446 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -506478.875000 Penalty: 862.393311
	Iteration 36Q: 3 clusters Score -506478.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -506501.843750 Penalty: 862.393311
	Iteration 37Q: 3 clusters Score -506501.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -506529.781250 Penalty: 862.393311
	Iteration 38Q: 3 clusters Score -506529.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -506558.156250 Penalty: 862.393311
	Iteration 39Q: 3 clusters Score -506558.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -506584.281250 Penalty: 862.393311
	Iteration 40F: 3 clusters Score -506584.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -506610.875000 Penalty: 862.393311
	Iteration 41Q: 3 clusters Score -506610.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -506637.343750 Penalty: 862.393311
	Iteration 42Q: 3 clusters Score -506637.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -506665.531250 Penalty: 862.393311
	Iteration 43Q: 3 clusters Score -506665.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -506689.218750 Penalty: 862.393311
	Iteration 44Q: 3 clusters Score -506689.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -506710.906250 Penalty: 862.393311
	Iteration 45Q: 3 clusters Score -506710.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -506727.906250 Penalty: 862.393311
	Iteration 46Q: 3 clusters Score -506727.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -506744.625000 Penalty: 862.393311
	Iteration 47Q: 3 clusters Score -506744.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -506756.531250 Penalty: 862.393311
	Iteration 48Q: 3 clusters Score -506756.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -506770.437500 Penalty: 862.393311
	Iteration 49Q: 3 clusters Score -506770.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -506781.843750 Penalty: 862.393311
	Iteration 50Q: 3 clusters Score -506781.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -506790.937500 Penalty: 862.393311
	Iteration 51Q: 3 clusters Score -506790.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -506806.406250 Penalty: 862.393311
	Iteration 52Q: 3 clusters Score -506806.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -506815.156250 Penalty: 862.393311
	Iteration 53Q: 3 clusters Score -506815.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -506823.375000 Penalty: 862.393311
	Iteration 54Q: 3 clusters Score -506823.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -506827.937500 Penalty: 862.393311
	Iteration 55Q: 3 clusters Score -506827.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -506831.031250 Penalty: 862.393311
	Iteration 56Q: 3 clusters Score -506831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -506832.781250 Penalty: 862.393311
	Iteration 57Q: 3 clusters Score -506832.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -506836.031250 Penalty: 862.393311
	Iteration 58Q: 3 clusters Score -506836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -506839.750000 Penalty: 862.393311
	Iteration 59Q: 3 clusters Score -506839.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -506842.250000 Penalty: 862.393311
	Iteration 60F: 3 clusters Score -506842.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -506846.250000 Penalty: 862.393311
	Iteration 61Q: 3 clusters Score -506846.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -506849.125000 Penalty: 862.393311
	Iteration 62Q: 3 clusters Score -506849.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -506854.281250 Penalty: 862.393311
	Iteration 63Q: 3 clusters Score -506854.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -506857.906250 Penalty: 862.393311
	Iteration 64Q: 3 clusters Score -506857.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -506862.406250 Penalty: 862.393311
	Iteration 65Q: 3 clusters Score -506862.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -506866.968750 Penalty: 862.393311
	Iteration 66Q: 3 clusters Score -506867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -506868.718750 Penalty: 862.393311
	Iteration 67Q: 3 clusters Score -506868.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -506871.531250 Penalty: 862.393311
	Iteration 68Q: 3 clusters Score -506871.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -506873.625000 Penalty: 862.393311
	Iteration 69Q: 3 clusters Score -506873.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -506876.250000 Penalty: 862.393311
	Iteration 70Q: 3 clusters Score -506876.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -506875.906250 Penalty: 862.393311
	Iteration 71Q: 3 clusters Score -506875.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -506876.687500 Penalty: 862.393311
	Iteration 72Q: 3 clusters Score -506876.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -506876.687500 Penalty: 862.393311
	Iteration 73F: 3 clusters Score -506876.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -65471.031250 Penalty: 337.935059
	Iteration 0F: 2 clusters Score -65471.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -64236.488281 Penalty: 675.870117
	Iteration 0F: 3 clusters Score -64236.49 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -64626.183594 Penalty: 675.870117
	Iteration 1F: 3 clusters Score -64626.18 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -64696.210938 Penalty: 675.870117
	Iteration 2F: 3 clusters Score -64696.21 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -64756.371094 Penalty: 675.870117
	Iteration 3F: 3 clusters Score -64756.37 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -64804.523438 Penalty: 675.870117
	Iteration 4Q: 3 clusters Score -64804.52 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -64856.914062 Penalty: 675.870117
	Iteration 5Q: 3 clusters Score -64856.91 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -64904.957031 Penalty: 675.870117
	Iteration 6Q: 3 clusters Score -64904.96 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -64947.804688 Penalty: 675.870117
	Iteration 7Q: 3 clusters Score -64947.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -64993.695312 Penalty: 675.870117
	Iteration 8Q: 3 clusters Score -64993.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -65030.050781 Penalty: 675.870117
	Iteration 9Q: 3 clusters Score -65030.05 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -65071.828125 Penalty: 675.870117
	Iteration 10Q: 3 clusters Score -65071.83 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -65107.007812 Penalty: 675.870117
	Iteration 11Q: 3 clusters Score -65107.01 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -65149.546875 Penalty: 675.870117
	Iteration 12Q: 3 clusters Score -65149.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -65191.878906 Penalty: 675.870117
	Iteration 13Q: 3 clusters Score -65191.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -65239.722656 Penalty: 675.870117
	Iteration 14Q: 3 clusters Score -65239.72 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -65306.441406 Penalty: 675.870117
	Iteration 15Q: 3 clusters Score -65306.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -65352.164062 Penalty: 675.870117
	Iteration 16Q: 3 clusters Score -65352.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -65378.207031 Penalty: 675.870117
	Iteration 17Q: 3 clusters Score -65378.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -65386.855469 Penalty: 675.870117
	Iteration 18Q: 3 clusters Score -65386.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -65389.867188 Penalty: 675.870117
	Iteration 19Q: 3 clusters Score -65389.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -65392.125000 Penalty: 675.870117
	Iteration 20F: 3 clusters Score -65392.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -65393.605469 Penalty: 675.870117
	Iteration 21Q: 3 clusters Score -65393.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -65394.003906 Penalty: 675.870117
	Iteration 22Q: 3 clusters Score -65394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -65395.035156 Penalty: 675.870117
	Iteration 23Q: 3 clusters Score -65395.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -65395.875000 Penalty: 675.870117
	Iteration 24Q: 3 clusters Score -65395.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -65395.894531 Penalty: 675.870117
	Iteration 25Q: 3 clusters Score -65395.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -65395.894531 Penalty: 675.870117
	Iteration 26F: 3 clusters Score -65395.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -55902.468750 Penalty: 329.579834
	Iteration 0F: 2 clusters Score -55902.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -54844.085938 Penalty: 659.159668
	Iteration 0F: 3 clusters Score -54844.09 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -55136.339844 Penalty: 659.159668
	Iteration 1F: 3 clusters Score -55136.34 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -55169.511719 Penalty: 659.159668
	Iteration 2F: 3 clusters Score -55169.51 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -55185.941406 Penalty: 659.159668
	Iteration 3Q: 3 clusters Score -55185.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -55194.753906 Penalty: 659.159668
	Iteration 4Q: 3 clusters Score -55194.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -55206.558594 Penalty: 659.159668
	Iteration 5Q: 3 clusters Score -55206.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -55212.812500 Penalty: 659.159668
	Iteration 6Q: 3 clusters Score -55212.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -55217.984375 Penalty: 659.159668
	Iteration 7Q: 3 clusters Score -55217.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -55224.808594 Penalty: 659.159668
	Iteration 8Q: 3 clusters Score -55224.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -55232.531250 Penalty: 659.159668
	Iteration 9Q: 3 clusters Score -55232.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -55241.210938 Penalty: 659.159668
	Iteration 10Q: 3 clusters Score -55241.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -55248.468750 Penalty: 659.159668
	Iteration 11Q: 3 clusters Score -55248.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -55259.031250 Penalty: 659.159668
	Iteration 12Q: 3 clusters Score -55259.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -55270.222656 Penalty: 659.159668
	Iteration 13Q: 3 clusters Score -55270.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -55279.937500 Penalty: 659.159668
	Iteration 14Q: 3 clusters Score -55279.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -55288.445312 Penalty: 659.159668
	Iteration 15Q: 3 clusters Score -55288.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -55297.687500 Penalty: 659.159668
	Iteration 16Q: 3 clusters Score -55297.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -55306.628906 Penalty: 659.159668
	Iteration 17Q: 3 clusters Score -55306.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -55315.289062 Penalty: 659.159668
	Iteration 18Q: 3 clusters Score -55315.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -55328.867188 Penalty: 659.159668
	Iteration 19Q: 3 clusters Score -55328.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -55339.898438 Penalty: 659.159668
	Iteration 20F: 3 clusters Score -55339.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -55349.109375 Penalty: 659.159668
	Iteration 21Q: 3 clusters Score -55349.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -55358.367188 Penalty: 659.159668
	Iteration 22Q: 3 clusters Score -55358.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -55376.132812 Penalty: 659.159668
	Iteration 23Q: 3 clusters Score -55376.13 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -55395.613281 Penalty: 659.159668
	Iteration 24Q: 3 clusters Score -55395.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -55417.605469 Penalty: 659.159668
	Iteration 25Q: 3 clusters Score -55417.61 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55445.949219 Penalty: 659.159668
	Iteration 26Q: 3 clusters Score -55445.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55470.464844 Penalty: 659.159668
	Iteration 27Q: 3 clusters Score -55470.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55501.605469 Penalty: 659.159668
	Iteration 28Q: 3 clusters Score -55501.61 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55531.675781 Penalty: 659.159668
	Iteration 29Q: 3 clusters Score -55531.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -55551.210938 Penalty: 659.159668
	Iteration 30Q: 3 clusters Score -55551.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -55568.640625 Penalty: 659.159668
	Iteration 31Q: 3 clusters Score -55568.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -55580.414062 Penalty: 659.159668
	Iteration 32Q: 3 clusters Score -55580.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -55591.609375 Penalty: 659.159668
	Iteration 33Q: 3 clusters Score -55591.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -55601.980469 Penalty: 659.159668
	Iteration 34Q: 3 clusters Score -55601.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -55605.968750 Penalty: 659.159668
	Iteration 35Q: 3 clusters Score -55605.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -55607.753906 Penalty: 659.159668
	Iteration 36Q: 3 clusters Score -55607.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -55608.582031 Penalty: 659.159668
	Iteration 37Q: 3 clusters Score -55608.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -55611.972656 Penalty: 659.159668
	Iteration 38Q: 3 clusters Score -55611.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -55612.835938 Penalty: 659.159668
	Iteration 39Q: 3 clusters Score -55612.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -55612.968750 Penalty: 659.159668
	Iteration 40F: 3 clusters Score -55612.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Entering Unmasked Estep 
Score: -201330.171875 Penalty: 386.361633
	Iteration 0F: 2 clusters Score -201330.2 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 2455 members 
Entering Unmasked Estep 
Score: -198044.015625 Penalty: 772.723267
	Iteration 0F: 3 clusters Score -198044 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -199326.578125 Penalty: 772.723267
	Iteration 1F: 3 clusters Score -199326.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -199630.671875 Penalty: 772.723267
	Iteration 2F: 3 clusters Score -199630.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -199955.781250 Penalty: 772.723267
	Iteration 3F: 3 clusters Score -199955.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -200269.109375 Penalty: 772.723267
	Iteration 4F: 3 clusters Score -200269.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -200539.218750 Penalty: 772.723267
	Iteration 5F: 3 clusters Score -200539.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -200731.484375 Penalty: 772.723267
	Iteration 6F: 3 clusters Score -200731.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -200856.781250 Penalty: 772.723267
	Iteration 7Q: 3 clusters Score -200856.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -200918.812500 Penalty: 772.723267
	Iteration 8Q: 3 clusters Score -200918.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -200955.234375 Penalty: 772.723267
	Iteration 9Q: 3 clusters Score -200955.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -200979.625000 Penalty: 772.723267
	Iteration 10Q: 3 clusters Score -200979.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -200991.500000 Penalty: 772.723267
	Iteration 11Q: 3 clusters Score -200991.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -201005.500000 Penalty: 772.723267
	Iteration 12Q: 3 clusters Score -201005.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -201013.515625 Penalty: 772.723267
	Iteration 13Q: 3 clusters Score -201013.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -201019.078125 Penalty: 772.723267
	Iteration 14Q: 3 clusters Score -201019.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -201022.828125 Penalty: 772.723267
	Iteration 15Q: 3 clusters Score -201022.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -201027.281250 Penalty: 772.723267
	Iteration 16Q: 3 clusters Score -201027.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -201033.484375 Penalty: 772.723267
	Iteration 17Q: 3 clusters Score -201033.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -201039.609375 Penalty: 772.723267
	Iteration 18Q: 3 clusters Score -201039.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -201045.390625 Penalty: 772.723267
	Iteration 19Q: 3 clusters Score -201045.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -201048.625000 Penalty: 772.723267
	Iteration 20F: 3 clusters Score -201048.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -201050.171875 Penalty: 772.723267
	Iteration 21Q: 3 clusters Score -201050.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -201052.078125 Penalty: 772.723267
	Iteration 22Q: 3 clusters Score -201052.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -201054.187500 Penalty: 772.723267
	Iteration 23Q: 3 clusters Score -201054.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -201056.109375 Penalty: 772.723267
	Iteration 24Q: 3 clusters Score -201056.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -201058.859375 Penalty: 772.723267
	Iteration 25Q: 3 clusters Score -201058.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -201062.140625 Penalty: 772.723267
	Iteration 26Q: 3 clusters Score -201062.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -201063.343750 Penalty: 772.723267
	Iteration 27Q: 3 clusters Score -201063.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -201065.781250 Penalty: 772.723267
	Iteration 28Q: 3 clusters Score -201065.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -201067.890625 Penalty: 772.723267
	Iteration 29Q: 3 clusters Score -201067.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -201070.437500 Penalty: 772.723267
	Iteration 30Q: 3 clusters Score -201070.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -201073.515625 Penalty: 772.723267
	Iteration 31Q: 3 clusters Score -201073.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -201076.171875 Penalty: 772.723267
	Iteration 32Q: 3 clusters Score -201076.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -201080.984375 Penalty: 772.723267
	Iteration 33Q: 3 clusters Score -201081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -201087.000000 Penalty: 772.723267
	Iteration 34Q: 3 clusters Score -201087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -201094.437500 Penalty: 772.723267
	Iteration 35Q: 3 clusters Score -201094.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -201098.312500 Penalty: 772.723267
	Iteration 36Q: 3 clusters Score -201098.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -201102.796875 Penalty: 772.723267
	Iteration 37Q: 3 clusters Score -201102.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -201106.218750 Penalty: 772.723267
	Iteration 38Q: 3 clusters Score -201106.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -201109.015625 Penalty: 772.723267
	Iteration 39Q: 3 clusters Score -201109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -201110.109375 Penalty: 772.723267
	Iteration 40F: 3 clusters Score -201110.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -201111.203125 Penalty: 772.723267
	Iteration 41Q: 3 clusters Score -201111.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -201113.203125 Penalty: 772.723267
	Iteration 42Q: 3 clusters Score -201113.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -201113.390625 Penalty: 772.723267
	Iteration 43Q: 3 clusters Score -201113.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -201113.875000 Penalty: 772.723267
	Iteration 44Q: 3 clusters Score -201113.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -201114.000000 Penalty: 772.723267
	Iteration 45Q: 3 clusters Score -201114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -201114.000000 Penalty: 772.723267
	Iteration 46F: 3 clusters Score -201114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Entering Unmasked Estep 
Score: -78087.914062 Penalty: 343.074127
	Iteration 0F: 2 clusters Score -78087.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -76737.234375 Penalty: 686.148254
	Iteration 0F: 3 clusters Score -76737.23 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -77288.796875 Penalty: 686.148254
	Iteration 1F: 3 clusters Score -77288.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -77454.312500 Penalty: 686.148254
	Iteration 2F: 3 clusters Score -77454.31 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -77567.984375 Penalty: 686.148254
	Iteration 3F: 3 clusters Score -77567.98 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -77652.351562 Penalty: 686.148254
	Iteration 4F: 3 clusters Score -77652.35 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -77690.046875 Penalty: 686.148254
	Iteration 5Q: 3 clusters Score -77690.05 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -77722.148438 Penalty: 686.148254
	Iteration 6Q: 3 clusters Score -77722.15 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -77741.742188 Penalty: 686.148254
	Iteration 7Q: 3 clusters Score -77741.74 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -77761.882812 Penalty: 686.148254
	Iteration 8Q: 3 clusters Score -77761.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -77771.601562 Penalty: 686.148254
	Iteration 9Q: 3 clusters Score -77771.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -77778.289062 Penalty: 686.148254
	Iteration 10Q: 3 clusters Score -77778.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -77785.546875 Penalty: 686.148254
	Iteration 11Q: 3 clusters Score -77785.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -77788.648438 Penalty: 686.148254
	Iteration 12Q: 3 clusters Score -77788.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -77790.757812 Penalty: 686.148254
	Iteration 13Q: 3 clusters Score -77790.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -77794.296875 Penalty: 686.148254
	Iteration 14Q: 3 clusters Score -77794.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -77799.882812 Penalty: 686.148254
	Iteration 15Q: 3 clusters Score -77799.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -77806.195312 Penalty: 686.148254
	Iteration 16Q: 3 clusters Score -77806.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -77808.468750 Penalty: 686.148254
	Iteration 17Q: 3 clusters Score -77808.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -77811.460938 Penalty: 686.148254
	Iteration 18Q: 3 clusters Score -77811.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -77813.078125 Penalty: 686.148254
	Iteration 19Q: 3 clusters Score -77813.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -77814.601562 Penalty: 686.148254
	Iteration 20F: 3 clusters Score -77814.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -77817.070312 Penalty: 686.148254
	Iteration 21Q: 3 clusters Score -77817.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -77819.695312 Penalty: 686.148254
	Iteration 22Q: 3 clusters Score -77819.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -77821.437500 Penalty: 686.148254
	Iteration 23Q: 3 clusters Score -77821.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -77823.132812 Penalty: 686.148254
	Iteration 24Q: 3 clusters Score -77823.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -77824.078125 Penalty: 686.148254
	Iteration 25Q: 3 clusters Score -77824.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -77824.460938 Penalty: 686.148254
	Iteration 26Q: 3 clusters Score -77824.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -77825.578125 Penalty: 686.148254
	Iteration 27Q: 3 clusters Score -77825.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -77827.031250 Penalty: 686.148254
	Iteration 28Q: 3 clusters Score -77827.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -77827.421875 Penalty: 686.148254
	Iteration 29Q: 3 clusters Score -77827.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -77827.820312 Penalty: 686.148254
	Iteration 30Q: 3 clusters Score -77827.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -77827.820312 Penalty: 686.148254
	Iteration 31F: 3 clusters Score -77827.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Entering Unmasked Estep 
Score: -70663.687500 Penalty: 341.173370
	Iteration 0F: 2 clusters Score -70663.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -69375.273438 Penalty: 682.346741
	Iteration 0F: 3 clusters Score -69375.27 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -69814.343750 Penalty: 682.346741
	Iteration 1F: 3 clusters Score -69814.34 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -69933.703125 Penalty: 682.346741
	Iteration 2F: 3 clusters Score -69933.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -70109.578125 Penalty: 682.346741
	Iteration 3F: 3 clusters Score -70109.58 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70265.593750 Penalty: 682.346741
	Iteration 4F: 3 clusters Score -70265.59 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70378.398438 Penalty: 682.346741
	Iteration 5F: 3 clusters Score -70378.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70446.757812 Penalty: 682.346741
	Iteration 6Q: 3 clusters Score -70446.76 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -70476.617188 Penalty: 682.346741
	Iteration 7Q: 3 clusters Score -70476.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70480.937500 Penalty: 682.346741
	Iteration 8Q: 3 clusters Score -70480.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -70482.656250 Penalty: 682.346741
	Iteration 9Q: 3 clusters Score -70482.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -70482.656250 Penalty: 682.346741
	Iteration 10F: 3 clusters Score -70482.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Entering Unmasked Estep 
Score: -123194.734375 Penalty: 365.071625
	Iteration 0F: 2 clusters Score -123194.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -121068.148438 Penalty: 730.143250
	Iteration 0F: 3 clusters Score -121068.1 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -121837.718750 Penalty: 730.143250
	Iteration 1F: 3 clusters Score -121837.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -121957.734375 Penalty: 730.143250
	Iteration 2F: 3 clusters Score -121957.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -122086.117188 Penalty: 730.143250
	Iteration 3F: 3 clusters Score -122086.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -122224.789062 Penalty: 730.143250
	Iteration 4F: 3 clusters Score -122224.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -122356.734375 Penalty: 730.143250
	Iteration 5F: 3 clusters Score -122356.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -122466.726562 Penalty: 730.143250
	Iteration 6F: 3 clusters Score -122466.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -122587.250000 Penalty: 730.143250
	Iteration 7F: 3 clusters Score -122587.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -122672.367188 Penalty: 730.143250
	Iteration 8Q: 3 clusters Score -122672.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -122744.828125 Penalty: 730.143250
	Iteration 9Q: 3 clusters Score -122744.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -122799.054688 Penalty: 730.143250
	Iteration 10Q: 3 clusters Score -122799.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -122828.507812 Penalty: 730.143250
	Iteration 11Q: 3 clusters Score -122828.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -122848.156250 Penalty: 730.143250
	Iteration 12Q: 3 clusters Score -122848.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -122868.093750 Penalty: 730.143250
	Iteration 13Q: 3 clusters Score -122868.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -122886.968750 Penalty: 730.143250
	Iteration 14Q: 3 clusters Score -122887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -122904.062500 Penalty: 730.143250
	Iteration 15Q: 3 clusters Score -122904.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -122914.742188 Penalty: 730.143250
	Iteration 16Q: 3 clusters Score -122914.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -122921.203125 Penalty: 730.143250
	Iteration 17Q: 3 clusters Score -122921.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -122923.054688 Penalty: 730.143250
	Iteration 18Q: 3 clusters Score -122923.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -122924.460938 Penalty: 730.143250
	Iteration 19Q: 3 clusters Score -122924.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -122926.507812 Penalty: 730.143250
	Iteration 20F: 3 clusters Score -122926.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -122931.609375 Penalty: 730.143250
	Iteration 21Q: 3 clusters Score -122931.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -122935.921875 Penalty: 730.143250
	Iteration 22Q: 3 clusters Score -122935.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -122936.507812 Penalty: 730.143250
	Iteration 23Q: 3 clusters Score -122936.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -122936.546875 Penalty: 730.143250
	Iteration 24Q: 3 clusters Score -122936.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -122936.546875 Penalty: 730.143250
	Iteration 25F: 3 clusters Score -122936.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Entering Unmasked Estep 
Score: -98085.078125 Penalty: 356.770050
	Iteration 0F: 2 clusters Score -98085.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -96296.226562 Penalty: 713.540100
	Iteration 0F: 3 clusters Score -96296.23 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -97024.718750 Penalty: 713.540100
	Iteration 1F: 3 clusters Score -97024.72 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -97140.179688 Penalty: 713.540100
	Iteration 2F: 3 clusters Score -97140.18 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -97220.953125 Penalty: 713.540100
	Iteration 3F: 3 clusters Score -97220.95 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -97288.984375 Penalty: 713.540100
	Iteration 4Q: 3 clusters Score -97288.98 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -97352.968750 Penalty: 713.540100
	Iteration 5Q: 3 clusters Score -97352.97 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -97403.406250 Penalty: 713.540100
	Iteration 6Q: 3 clusters Score -97403.41 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -97449.601562 Penalty: 713.540100
	Iteration 7Q: 3 clusters Score -97449.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -97493.367188 Penalty: 713.540100
	Iteration 8Q: 3 clusters Score -97493.37 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -97523.968750 Penalty: 713.540100
	Iteration 9Q: 3 clusters Score -97523.97 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -97543.593750 Penalty: 713.540100
	Iteration 10Q: 3 clusters Score -97543.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -97561.953125 Penalty: 713.540100
	Iteration 11Q: 3 clusters Score -97561.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -97575.984375 Penalty: 713.540100
	Iteration 12Q: 3 clusters Score -97575.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -97584.132812 Penalty: 713.540100
	Iteration 13Q: 3 clusters Score -97584.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -97589.375000 Penalty: 713.540100
	Iteration 14Q: 3 clusters Score -97589.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -97592.835938 Penalty: 713.540100
	Iteration 15Q: 3 clusters Score -97592.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -97595.585938 Penalty: 713.540100
	Iteration 16Q: 3 clusters Score -97595.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -97597.242188 Penalty: 713.540100
	Iteration 17Q: 3 clusters Score -97597.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -97599.242188 Penalty: 713.540100
	Iteration 18Q: 3 clusters Score -97599.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -97603.171875 Penalty: 713.540100
	Iteration 19Q: 3 clusters Score -97603.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -97604.781250 Penalty: 713.540100
	Iteration 20F: 3 clusters Score -97604.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -97605.562500 Penalty: 713.540100
	Iteration 21Q: 3 clusters Score -97605.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -97605.960938 Penalty: 713.540100
	Iteration 22Q: 3 clusters Score -97605.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -97607.023438 Penalty: 713.540100
	Iteration 23Q: 3 clusters Score -97607.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -97607.562500 Penalty: 713.540100
	Iteration 24Q: 3 clusters Score -97607.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -97608.757812 Penalty: 713.540100
	Iteration 25Q: 3 clusters Score -97608.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -97609.703125 Penalty: 713.540100
	Iteration 26Q: 3 clusters Score -97609.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -97610.921875 Penalty: 713.540100
	Iteration 27Q: 3 clusters Score -97610.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -97611.703125 Penalty: 713.540100
	Iteration 28Q: 3 clusters Score -97611.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -97611.617188 Penalty: 713.540100
	Iteration 29Q: 3 clusters Score -97611.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -97611.828125 Penalty: 713.540100
	Iteration 30Q: 3 clusters Score -97611.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -97611.828125 Penalty: 713.540100
	Iteration 31F: 3 clusters Score -97611.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Entering Unmasked Estep 
Score: -151581.906250 Penalty: 374.985504
	Iteration 0F: 2 clusters Score -151581.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -148940.921875 Penalty: 749.971008
	Iteration 0F: 3 clusters Score -148940.9 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -149964.984375 Penalty: 749.971008
	Iteration 1F: 3 clusters Score -149965 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -150149.109375 Penalty: 749.971008
	Iteration 2F: 3 clusters Score -150149.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -150373.359375 Penalty: 749.971008
	Iteration 3F: 3 clusters Score -150373.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -150588.484375 Penalty: 749.971008
	Iteration 4F: 3 clusters Score -150588.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -150780.375000 Penalty: 749.971008
	Iteration 5F: 3 clusters Score -150780.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -150937.843750 Penalty: 749.971008
	Iteration 6Q: 3 clusters Score -150937.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -151063.921875 Penalty: 749.971008
	Iteration 7Q: 3 clusters Score -151063.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -151131.265625 Penalty: 749.971008
	Iteration 8Q: 3 clusters Score -151131.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -151188.375000 Penalty: 749.971008
	Iteration 9Q: 3 clusters Score -151188.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -151238.000000 Penalty: 749.971008
	Iteration 10Q: 3 clusters Score -151238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -151280.546875 Penalty: 749.971008
	Iteration 11Q: 3 clusters Score -151280.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -151309.250000 Penalty: 749.971008
	Iteration 12Q: 3 clusters Score -151309.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -151330.093750 Penalty: 749.971008
	Iteration 13Q: 3 clusters Score -151330.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -151345.359375 Penalty: 749.971008
	Iteration 14Q: 3 clusters Score -151345.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -151357.250000 Penalty: 749.971008
	Iteration 15Q: 3 clusters Score -151357.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -151363.062500 Penalty: 749.971008
	Iteration 16Q: 3 clusters Score -151363.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -151365.265625 Penalty: 749.971008
	Iteration 17Q: 3 clusters Score -151365.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -151366.578125 Penalty: 749.971008
	Iteration 18Q: 3 clusters Score -151366.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -151368.796875 Penalty: 749.971008
	Iteration 19Q: 3 clusters Score -151368.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -151370.015625 Penalty: 749.971008
	Iteration 20F: 3 clusters Score -151370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -151370.203125 Penalty: 749.971008
	Iteration 21Q: 3 clusters Score -151370.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -151370.859375 Penalty: 749.971008
	Iteration 22Q: 3 clusters Score -151370.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -151371.500000 Penalty: 749.971008
	Iteration 23Q: 3 clusters Score -151371.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -151371.296875 Penalty: 749.971008
	Iteration 24Q: 3 clusters Score -151371.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -151371.296875 Penalty: 749.971008
	Iteration 25F: 3 clusters Score -151371.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Entering Unmasked Estep 
Score: -242524.328125 Penalty: 396.929230
	Iteration 0F: 2 clusters Score -242524.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -238438.015625 Penalty: 793.858459
	Iteration 0F: 3 clusters Score -238438 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -240121.578125 Penalty: 793.858459
	Iteration 1F: 3 clusters Score -240121.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -240425.031250 Penalty: 793.858459
	Iteration 2F: 3 clusters Score -240425 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -240726.156250 Penalty: 793.858459
	Iteration 3F: 3 clusters Score -240726.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -240986.078125 Penalty: 793.858459
	Iteration 4F: 3 clusters Score -240986.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -241193.062500 Penalty: 793.858459
	Iteration 5F: 3 clusters Score -241193.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -241328.593750 Penalty: 793.858459
	Iteration 6Q: 3 clusters Score -241328.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -241409.328125 Penalty: 793.858459
	Iteration 7Q: 3 clusters Score -241409.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -241465.750000 Penalty: 793.858459
	Iteration 8Q: 3 clusters Score -241465.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -241500.703125 Penalty: 793.858459
	Iteration 9Q: 3 clusters Score -241500.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -241522.218750 Penalty: 793.858459
	Iteration 10Q: 3 clusters Score -241522.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -241535.515625 Penalty: 793.858459
	Iteration 11Q: 3 clusters Score -241535.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -241548.578125 Penalty: 793.858459
	Iteration 12Q: 3 clusters Score -241548.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -241563.453125 Penalty: 793.858459
	Iteration 13Q: 3 clusters Score -241563.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -241580.250000 Penalty: 793.858459
	Iteration 14Q: 3 clusters Score -241580.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -241600.625000 Penalty: 793.858459
	Iteration 15Q: 3 clusters Score -241600.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -241630.546875 Penalty: 793.858459
	Iteration 16Q: 3 clusters Score -241630.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -241654.359375 Penalty: 793.858459
	Iteration 17Q: 3 clusters Score -241654.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -241678.140625 Penalty: 793.858459
	Iteration 18Q: 3 clusters Score -241678.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -241714.375000 Penalty: 793.858459
	Iteration 19Q: 3 clusters Score -241714.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -241766.984375 Penalty: 793.858459
	Iteration 20F: 3 clusters Score -241767 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -241812.593750 Penalty: 793.858459
	Iteration 21Q: 3 clusters Score -241812.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -241875.343750 Penalty: 793.858459
	Iteration 22Q: 3 clusters Score -241875.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -241964.015625 Penalty: 793.858459
	Iteration 23Q: 3 clusters Score -241964 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -242029.859375 Penalty: 793.858459
	Iteration 24Q: 3 clusters Score -242029.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -242084.875000 Penalty: 793.858459
	Iteration 25Q: 3 clusters Score -242084.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -242118.453125 Penalty: 793.858459
	Iteration 26Q: 3 clusters Score -242118.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -242144.500000 Penalty: 793.858459
	Iteration 27Q: 3 clusters Score -242144.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -242166.890625 Penalty: 793.858459
	Iteration 28Q: 3 clusters Score -242166.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -242181.734375 Penalty: 793.858459
	Iteration 29Q: 3 clusters Score -242181.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -242191.421875 Penalty: 793.858459
	Iteration 30Q: 3 clusters Score -242191.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -242197.765625 Penalty: 793.858459
	Iteration 31Q: 3 clusters Score -242197.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -242201.328125 Penalty: 793.858459
	Iteration 32Q: 3 clusters Score -242201.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -242204.656250 Penalty: 793.858459
	Iteration 33Q: 3 clusters Score -242204.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -242208.203125 Penalty: 793.858459
	Iteration 34Q: 3 clusters Score -242208.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -242211.500000 Penalty: 793.858459
	Iteration 35Q: 3 clusters Score -242211.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -242216.062500 Penalty: 793.858459
	Iteration 36Q: 3 clusters Score -242216.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -242221.515625 Penalty: 793.858459
	Iteration 37Q: 3 clusters Score -242221.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -242225.328125 Penalty: 793.858459
	Iteration 38Q: 3 clusters Score -242225.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -242228.390625 Penalty: 793.858459
	Iteration 39Q: 3 clusters Score -242228.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -242230.546875 Penalty: 793.858459
	Iteration 40F: 3 clusters Score -242230.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -242231.609375 Penalty: 793.858459
	Iteration 41Q: 3 clusters Score -242231.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -242232.546875 Penalty: 793.858459
	Iteration 42Q: 3 clusters Score -242232.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -242233.421875 Penalty: 793.858459
	Iteration 43Q: 3 clusters Score -242233.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -242235.109375 Penalty: 793.858459
	Iteration 44Q: 3 clusters Score -242235.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -242236.218750 Penalty: 793.858459
	Iteration 45Q: 3 clusters Score -242236.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -242236.937500 Penalty: 793.858459
	Iteration 46Q: 3 clusters Score -242236.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -242237.937500 Penalty: 793.858459
	Iteration 47Q: 3 clusters Score -242237.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -242238.140625 Penalty: 793.858459
	Iteration 48Q: 3 clusters Score -242238.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -242238.921875 Penalty: 793.858459
	Iteration 49Q: 3 clusters Score -242238.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -242238.671875 Penalty: 793.858459
	Iteration 50Q: 3 clusters Score -242238.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -242238.734375 Penalty: 793.858459
	Iteration 51Q: 3 clusters Score -242238.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -242238.953125 Penalty: 793.858459
	Iteration 52Q: 3 clusters Score -242239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -242239.343750 Penalty: 793.858459
	Iteration 53Q: 3 clusters Score -242239.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -242239.312500 Penalty: 793.858459
	Iteration 54Q: 3 clusters Score -242239.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -242239.312500 Penalty: 793.858459
	Iteration 55F: 3 clusters Score -242239.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -40454.074219 Penalty: 318.223969
	Iteration 0F: 2 clusters Score -40454.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -39589.140625 Penalty: 636.447937
	Iteration 0F: 3 clusters Score -39589.14 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -39841.871094 Penalty: 636.447937
	Iteration 1F: 3 clusters Score -39841.87 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -39908.648438 Penalty: 636.447937
	Iteration 2F: 3 clusters Score -39908.65 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -39963.179688 Penalty: 636.447937
	Iteration 3F: 3 clusters Score -39963.18 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -40002.472656 Penalty: 636.447937
	Iteration 4F: 3 clusters Score -40002.47 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -40025.769531 Penalty: 636.447937
	Iteration 5Q: 3 clusters Score -40025.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40041.546875 Penalty: 636.447937
	Iteration 6Q: 3 clusters Score -40041.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -40056.621094 Penalty: 636.447937
	Iteration 7Q: 3 clusters Score -40056.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -40066.605469 Penalty: 636.447937
	Iteration 8Q: 3 clusters Score -40066.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -40075.691406 Penalty: 636.447937
	Iteration 9Q: 3 clusters Score -40075.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -40079.207031 Penalty: 636.447937
	Iteration 10Q: 3 clusters Score -40079.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40082.937500 Penalty: 636.447937
	Iteration 11Q: 3 clusters Score -40082.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40087.703125 Penalty: 636.447937
	Iteration 12Q: 3 clusters Score -40087.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40091.652344 Penalty: 636.447937
	Iteration 13Q: 3 clusters Score -40091.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40095.871094 Penalty: 636.447937
	Iteration 14Q: 3 clusters Score -40095.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40099.953125 Penalty: 636.447937
	Iteration 15Q: 3 clusters Score -40099.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40103.519531 Penalty: 636.447937
	Iteration 16Q: 3 clusters Score -40103.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40106.792969 Penalty: 636.447937
	Iteration 17Q: 3 clusters Score -40106.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40110.589844 Penalty: 636.447937
	Iteration 18Q: 3 clusters Score -40110.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40115.070312 Penalty: 636.447937
	Iteration 19Q: 3 clusters Score -40115.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -40122.816406 Penalty: 636.447937
	Iteration 20F: 3 clusters Score -40122.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40128.683594 Penalty: 636.447937
	Iteration 21Q: 3 clusters Score -40128.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40129.832031 Penalty: 636.447937
	Iteration 22Q: 3 clusters Score -40129.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40131.777344 Penalty: 636.447937
	Iteration 23Q: 3 clusters Score -40131.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40132.898438 Penalty: 636.447937
	Iteration 24Q: 3 clusters Score -40132.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40136.289062 Penalty: 636.447937
	Iteration 25Q: 3 clusters Score -40136.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40140.886719 Penalty: 636.447937
	Iteration 26Q: 3 clusters Score -40140.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40148.968750 Penalty: 636.447937
	Iteration 27Q: 3 clusters Score -40148.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40155.785156 Penalty: 636.447937
	Iteration 28Q: 3 clusters Score -40155.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -40159.296875 Penalty: 636.447937
	Iteration 29Q: 3 clusters Score -40159.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40161.906250 Penalty: 636.447937
	Iteration 30Q: 3 clusters Score -40161.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40165.339844 Penalty: 636.447937
	Iteration 31Q: 3 clusters Score -40165.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -40168.453125 Penalty: 636.447937
	Iteration 32Q: 3 clusters Score -40168.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40171.796875 Penalty: 636.447937
	Iteration 33Q: 3 clusters Score -40171.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40176.175781 Penalty: 636.447937
	Iteration 34Q: 3 clusters Score -40176.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -40183.457031 Penalty: 636.447937
	Iteration 35Q: 3 clusters Score -40183.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -40188.457031 Penalty: 636.447937
	Iteration 36Q: 3 clusters Score -40188.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -40194.269531 Penalty: 636.447937
	Iteration 37Q: 3 clusters Score -40194.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -40198.824219 Penalty: 636.447937
	Iteration 38Q: 3 clusters Score -40198.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -40200.488281 Penalty: 636.447937
	Iteration 39Q: 3 clusters Score -40200.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -40201.871094 Penalty: 636.447937
	Iteration 40F: 3 clusters Score -40201.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -40202.437500 Penalty: 636.447937
	Iteration 41Q: 3 clusters Score -40202.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -40202.437500 Penalty: 636.447937
	Iteration 42F: 3 clusters Score -40202.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Entering Unmasked Estep 
Score: -41572.015625 Penalty: 322.749908
	Iteration 0F: 2 clusters Score -41572.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -40657.687500 Penalty: 645.499817
	Iteration 0F: 3 clusters Score -40657.69 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -41061.250000 Penalty: 645.499817
	Iteration 1F: 3 clusters Score -41061.25 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -41160.304688 Penalty: 645.499817
	Iteration 2F: 3 clusters Score -41160.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -41229.472656 Penalty: 645.499817
	Iteration 3F: 3 clusters Score -41229.47 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -41298.351562 Penalty: 645.499817
	Iteration 4F: 3 clusters Score -41298.35 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -41351.890625 Penalty: 645.499817
	Iteration 5Q: 3 clusters Score -41351.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -41375.285156 Penalty: 645.499817
	Iteration 6Q: 3 clusters Score -41375.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -41389.875000 Penalty: 645.499817
	Iteration 7Q: 3 clusters Score -41389.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -41396.843750 Penalty: 645.499817
	Iteration 8Q: 3 clusters Score -41396.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -41399.312500 Penalty: 645.499817
	Iteration 9Q: 3 clusters Score -41399.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -41401.695312 Penalty: 645.499817
	Iteration 10Q: 3 clusters Score -41401.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -41403.277344 Penalty: 645.499817
	Iteration 11Q: 3 clusters Score -41403.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -41403.800781 Penalty: 645.499817
	Iteration 12Q: 3 clusters Score -41403.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -41403.800781 Penalty: 645.499817
	Iteration 13F: 3 clusters Score -41403.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -13637.468750 Penalty: 272.497742
	Iteration 0F: 2 clusters Score -13637.47 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 215 members 
Entering Unmasked Estep 
Score: -13224.320312 Penalty: 544.995483
	Iteration 0F: 3 clusters Score -13224.32 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -13348.714844 Penalty: 544.995483
	Iteration 1F: 3 clusters Score -13348.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -13380.740234 Penalty: 544.995483
	Iteration 2F: 3 clusters Score -13380.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -13401.482422 Penalty: 544.995483
	Iteration 3Q: 3 clusters Score -13401.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -13408.736328 Penalty: 544.995483
	Iteration 4Q: 3 clusters Score -13408.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -13411.623047 Penalty: 544.995483
	Iteration 5Q: 3 clusters Score -13411.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -13418.782227 Penalty: 544.995483
	Iteration 6Q: 3 clusters Score -13418.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -13423.078125 Penalty: 544.995483
	Iteration 7Q: 3 clusters Score -13423.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13429.447266 Penalty: 544.995483
	Iteration 8Q: 3 clusters Score -13429.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -13437.431641 Penalty: 544.995483
	Iteration 9Q: 3 clusters Score -13437.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -13437.431641 Penalty: 544.995483
	Iteration 10F: 3 clusters Score -13437.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -40270.261719 Penalty: 318.390594
	Iteration 0F: 2 clusters Score -40270.26 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 550 members 
Entering Unmasked Estep 
Score: -39397.980469 Penalty: 636.781189
	Iteration 0F: 3 clusters Score -39397.98 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -39680.074219 Penalty: 636.781189
	Iteration 1F: 3 clusters Score -39680.07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -39767.316406 Penalty: 636.781189
	Iteration 2F: 3 clusters Score -39767.32 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -39841.132812 Penalty: 636.781189
	Iteration 3F: 3 clusters Score -39841.13 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -39905.347656 Penalty: 636.781189
	Iteration 4F: 3 clusters Score -39905.35 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -39961.285156 Penalty: 636.781189
	Iteration 5F: 3 clusters Score -39961.29 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -39997.046875 Penalty: 636.781189
	Iteration 6Q: 3 clusters Score -39997.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -40016.636719 Penalty: 636.781189
	Iteration 7Q: 3 clusters Score -40016.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -40028.164062 Penalty: 636.781189
	Iteration 8Q: 3 clusters Score -40028.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -40032.902344 Penalty: 636.781189
	Iteration 9Q: 3 clusters Score -40032.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -40034.761719 Penalty: 636.781189
	Iteration 10Q: 3 clusters Score -40034.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -40037.625000 Penalty: 636.781189
	Iteration 11Q: 3 clusters Score -40037.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -40038.207031 Penalty: 636.781189
	Iteration 12Q: 3 clusters Score -40038.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -40038.269531 Penalty: 636.781189
	Iteration 13Q: 3 clusters Score -40038.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -40038.269531 Penalty: 636.781189
	Iteration 14F: 3 clusters Score -40038.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Entering Unmasked Estep 
Score: -215207.421875 Penalty: 391.835785
	Iteration 0F: 2 clusters Score -215207.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -211476.015625 Penalty: 783.671570
	Iteration 0F: 3 clusters Score -211476 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -212790.593750 Penalty: 783.671570
	Iteration 1F: 3 clusters Score -212790.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -212951.015625 Penalty: 783.671570
	Iteration 2F: 3 clusters Score -212951 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -213118.578125 Penalty: 783.671570
	Iteration 3F: 3 clusters Score -213118.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -213301.562500 Penalty: 783.671570
	Iteration 4F: 3 clusters Score -213301.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -213539.453125 Penalty: 783.671570
	Iteration 5F: 3 clusters Score -213539.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -213812.062500 Penalty: 783.671570
	Iteration 6F: 3 clusters Score -213812.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -214038.578125 Penalty: 783.671570
	Iteration 7F: 3 clusters Score -214038.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -214173.312500 Penalty: 783.671570
	Iteration 8Q: 3 clusters Score -214173.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -214259.593750 Penalty: 783.671570
	Iteration 9Q: 3 clusters Score -214259.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -214303.953125 Penalty: 783.671570
	Iteration 10Q: 3 clusters Score -214304 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -214328.953125 Penalty: 783.671570
	Iteration 11Q: 3 clusters Score -214329 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -214349.171875 Penalty: 783.671570
	Iteration 12Q: 3 clusters Score -214349.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -214367.984375 Penalty: 783.671570
	Iteration 13Q: 3 clusters Score -214368 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -214381.687500 Penalty: 783.671570
	Iteration 14Q: 3 clusters Score -214381.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -214396.890625 Penalty: 783.671570
	Iteration 15Q: 3 clusters Score -214396.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -214414.890625 Penalty: 783.671570
	Iteration 16Q: 3 clusters Score -214414.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -214437.109375 Penalty: 783.671570
	Iteration 17Q: 3 clusters Score -214437.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -214464.734375 Penalty: 783.671570
	Iteration 18Q: 3 clusters Score -214464.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -214493.828125 Penalty: 783.671570
	Iteration 19Q: 3 clusters Score -214493.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -214516.453125 Penalty: 783.671570
	Iteration 20F: 3 clusters Score -214516.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -214540.156250 Penalty: 783.671570
	Iteration 21Q: 3 clusters Score -214540.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -214561.093750 Penalty: 783.671570
	Iteration 22Q: 3 clusters Score -214561.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -214583.828125 Penalty: 783.671570
	Iteration 23Q: 3 clusters Score -214583.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -214608.046875 Penalty: 783.671570
	Iteration 24Q: 3 clusters Score -214608 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -214639.312500 Penalty: 783.671570
	Iteration 25Q: 3 clusters Score -214639.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -214674.265625 Penalty: 783.671570
	Iteration 26Q: 3 clusters Score -214674.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -214708.531250 Penalty: 783.671570
	Iteration 27Q: 3 clusters Score -214708.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -214745.859375 Penalty: 783.671570
	Iteration 28Q: 3 clusters Score -214745.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -214792.500000 Penalty: 783.671570
	Iteration 29Q: 3 clusters Score -214792.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -214836.890625 Penalty: 783.671570
	Iteration 30Q: 3 clusters Score -214836.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -214875.984375 Penalty: 783.671570
	Iteration 31Q: 3 clusters Score -214876 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -214904.218750 Penalty: 783.671570
	Iteration 32Q: 3 clusters Score -214904.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -214931.156250 Penalty: 783.671570
	Iteration 33Q: 3 clusters Score -214931.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -214961.250000 Penalty: 783.671570
	Iteration 34Q: 3 clusters Score -214961.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -214996.875000 Penalty: 783.671570
	Iteration 35Q: 3 clusters Score -214996.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -215025.718750 Penalty: 783.671570
	Iteration 36Q: 3 clusters Score -215025.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -215047.203125 Penalty: 783.671570
	Iteration 37Q: 3 clusters Score -215047.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -215061.984375 Penalty: 783.671570
	Iteration 38Q: 3 clusters Score -215062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -215070.593750 Penalty: 783.671570
	Iteration 39Q: 3 clusters Score -215070.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -215074.093750 Penalty: 783.671570
	Iteration 40F: 3 clusters Score -215074.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -215076.937500 Penalty: 783.671570
	Iteration 41Q: 3 clusters Score -215076.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -215077.656250 Penalty: 783.671570
	Iteration 42Q: 3 clusters Score -215077.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -215077.921875 Penalty: 783.671570
	Iteration 43Q: 3 clusters Score -215077.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -215077.937500 Penalty: 783.671570
	Iteration 44Q: 3 clusters Score -215077.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -215077.937500 Penalty: 783.671570
	Iteration 45F: 3 clusters Score -215077.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Entering Unmasked Estep 
Score: -59845.652344 Penalty: 339.057922
	Iteration 0F: 2 clusters Score -59845.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -58610.664062 Penalty: 678.115845
	Iteration 0F: 3 clusters Score -58610.66 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -59097.890625 Penalty: 678.115845
	Iteration 1F: 3 clusters Score -59097.89 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -59203.875000 Penalty: 678.115845
	Iteration 2F: 3 clusters Score -59203.88 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -59273.734375 Penalty: 678.115845
	Iteration 3F: 3 clusters Score -59273.73 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -59324.929688 Penalty: 678.115845
	Iteration 4Q: 3 clusters Score -59324.93 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -59360.246094 Penalty: 678.115845
	Iteration 5Q: 3 clusters Score -59360.25 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -59393.398438 Penalty: 678.115845
	Iteration 6Q: 3 clusters Score -59393.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -59429.941406 Penalty: 678.115845
	Iteration 7Q: 3 clusters Score -59429.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -59478.902344 Penalty: 678.115845
	Iteration 8Q: 3 clusters Score -59478.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -59525.281250 Penalty: 678.115845
	Iteration 9Q: 3 clusters Score -59525.28 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -59563.953125 Penalty: 678.115845
	Iteration 10Q: 3 clusters Score -59563.95 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -59600.546875 Penalty: 678.115845
	Iteration 11Q: 3 clusters Score -59600.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -59623.449219 Penalty: 678.115845
	Iteration 12Q: 3 clusters Score -59623.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -59641.582031 Penalty: 678.115845
	Iteration 13Q: 3 clusters Score -59641.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -59662.324219 Penalty: 678.115845
	Iteration 14Q: 3 clusters Score -59662.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -59671.902344 Penalty: 678.115845
	Iteration 15Q: 3 clusters Score -59671.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -59680.742188 Penalty: 678.115845
	Iteration 16Q: 3 clusters Score -59680.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -59688.140625 Penalty: 678.115845
	Iteration 17Q: 3 clusters Score -59688.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -59697.085938 Penalty: 678.115845
	Iteration 18Q: 3 clusters Score -59697.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -59700.773438 Penalty: 678.115845
	Iteration 19Q: 3 clusters Score -59700.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -59705.683594 Penalty: 678.115845
	Iteration 20F: 3 clusters Score -59705.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -59710.042969 Penalty: 678.115845
	Iteration 21Q: 3 clusters Score -59710.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -59715.203125 Penalty: 678.115845
	Iteration 22Q: 3 clusters Score -59715.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -59721.300781 Penalty: 678.115845
	Iteration 23Q: 3 clusters Score -59721.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -59725.699219 Penalty: 678.115845
	Iteration 24Q: 3 clusters Score -59725.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -59728.792969 Penalty: 678.115845
	Iteration 25Q: 3 clusters Score -59728.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -59731.722656 Penalty: 678.115845
	Iteration 26Q: 3 clusters Score -59731.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -59734.441406 Penalty: 678.115845
	Iteration 27Q: 3 clusters Score -59734.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -59736.796875 Penalty: 678.115845
	Iteration 28Q: 3 clusters Score -59736.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -59739.882812 Penalty: 678.115845
	Iteration 29Q: 3 clusters Score -59739.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -59742.351562 Penalty: 678.115845
	Iteration 30Q: 3 clusters Score -59742.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -59745.761719 Penalty: 678.115845
	Iteration 31Q: 3 clusters Score -59745.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -59749.804688 Penalty: 678.115845
	Iteration 32Q: 3 clusters Score -59749.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -59752.441406 Penalty: 678.115845
	Iteration 33Q: 3 clusters Score -59752.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -59755.015625 Penalty: 678.115845
	Iteration 34Q: 3 clusters Score -59755.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -59757.976562 Penalty: 678.115845
	Iteration 35Q: 3 clusters Score -59757.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -59761.953125 Penalty: 678.115845
	Iteration 36Q: 3 clusters Score -59761.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -59766.703125 Penalty: 678.115845
	Iteration 37Q: 3 clusters Score -59766.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -59771.398438 Penalty: 678.115845
	Iteration 38Q: 3 clusters Score -59771.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -59775.144531 Penalty: 678.115845
	Iteration 39Q: 3 clusters Score -59775.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -59775.636719 Penalty: 678.115845
	Iteration 40F: 3 clusters Score -59775.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -59775.792969 Penalty: 678.115845
	Iteration 41Q: 3 clusters Score -59775.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -59776.066406 Penalty: 678.115845
	Iteration 42Q: 3 clusters Score -59776.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -59776.257812 Penalty: 678.115845
	Iteration 43Q: 3 clusters Score -59776.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -59776.332031 Penalty: 678.115845
	Iteration 44Q: 3 clusters Score -59776.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -59776.332031 Penalty: 678.115845
	Iteration 45F: 3 clusters Score -59776.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Entering Unmasked Estep 
Score: -63132.894531 Penalty: 334.884735
	Iteration 0F: 2 clusters Score -63132.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -61946.511719 Penalty: 669.769470
	Iteration 0F: 3 clusters Score -61946.51 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -62319.058594 Penalty: 669.769470
	Iteration 1F: 3 clusters Score -62319.06 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -62368.187500 Penalty: 669.769470
	Iteration 2F: 3 clusters Score -62368.19 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -62399.335938 Penalty: 669.769470
	Iteration 3Q: 3 clusters Score -62399.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -62413.781250 Penalty: 669.769470
	Iteration 4Q: 3 clusters Score -62413.78 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -62425.441406 Penalty: 669.769470
	Iteration 5Q: 3 clusters Score -62425.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -62432.835938 Penalty: 669.769470
	Iteration 6Q: 3 clusters Score -62432.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -62441.671875 Penalty: 669.769470
	Iteration 7Q: 3 clusters Score -62441.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -62450.269531 Penalty: 669.769470
	Iteration 8Q: 3 clusters Score -62450.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -62456.617188 Penalty: 669.769470
	Iteration 9Q: 3 clusters Score -62456.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -62462.125000 Penalty: 669.769470
	Iteration 10Q: 3 clusters Score -62462.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -62467.546875 Penalty: 669.769470
	Iteration 11Q: 3 clusters Score -62467.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -62470.367188 Penalty: 669.769470
	Iteration 12Q: 3 clusters Score -62470.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -62474.589844 Penalty: 669.769470
	Iteration 13Q: 3 clusters Score -62474.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -62479.777344 Penalty: 669.769470
	Iteration 14Q: 3 clusters Score -62479.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -62486.097656 Penalty: 669.769470
	Iteration 15Q: 3 clusters Score -62486.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -62494.351562 Penalty: 669.769470
	Iteration 16Q: 3 clusters Score -62494.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -62500.523438 Penalty: 669.769470
	Iteration 17Q: 3 clusters Score -62500.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -62507.222656 Penalty: 669.769470
	Iteration 18Q: 3 clusters Score -62507.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -62513.609375 Penalty: 669.769470
	Iteration 19Q: 3 clusters Score -62513.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -62524.105469 Penalty: 669.769470
	Iteration 20F: 3 clusters Score -62524.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -62534.285156 Penalty: 669.769470
	Iteration 21Q: 3 clusters Score -62534.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -62545.167969 Penalty: 669.769470
	Iteration 22Q: 3 clusters Score -62545.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -62563.101562 Penalty: 669.769470
	Iteration 23Q: 3 clusters Score -62563.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -62586.375000 Penalty: 669.769470
	Iteration 24Q: 3 clusters Score -62586.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -62606.851562 Penalty: 669.769470
	Iteration 25Q: 3 clusters Score -62606.85 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -62641.769531 Penalty: 669.769470
	Iteration 26Q: 3 clusters Score -62641.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62675.082031 Penalty: 669.769470
	Iteration 27Q: 3 clusters Score -62675.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62700.320312 Penalty: 669.769470
	Iteration 28Q: 3 clusters Score -62700.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62726.375000 Penalty: 669.769470
	Iteration 29Q: 3 clusters Score -62726.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -62750.578125 Penalty: 669.769470
	Iteration 30Q: 3 clusters Score -62750.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -62770.480469 Penalty: 669.769470
	Iteration 31Q: 3 clusters Score -62770.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -62782.796875 Penalty: 669.769470
	Iteration 32Q: 3 clusters Score -62782.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -62792.406250 Penalty: 669.769470
	Iteration 33Q: 3 clusters Score -62792.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -62800.566406 Penalty: 669.769470
	Iteration 34Q: 3 clusters Score -62800.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -62804.320312 Penalty: 669.769470
	Iteration 35Q: 3 clusters Score -62804.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -62806.273438 Penalty: 669.769470
	Iteration 36Q: 3 clusters Score -62806.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -62810.386719 Penalty: 669.769470
	Iteration 37Q: 3 clusters Score -62810.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -62815.156250 Penalty: 669.769470
	Iteration 38Q: 3 clusters Score -62815.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -62821.441406 Penalty: 669.769470
	Iteration 39Q: 3 clusters Score -62821.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -62831.441406 Penalty: 669.769470
	Iteration 40F: 3 clusters Score -62831.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -62835.500000 Penalty: 669.769470
	Iteration 41Q: 3 clusters Score -62835.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -62836.441406 Penalty: 669.769470
	Iteration 42Q: 3 clusters Score -62836.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -62836.441406 Penalty: 669.769470
	Iteration 43F: 3 clusters Score -62836.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -102784.726562 Penalty: 357.002045
	Iteration 0F: 2 clusters Score -102784.7 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 1259 members 
Entering Unmasked Estep 
Score: -100954.632812 Penalty: 714.004089
	Iteration 0F: 3 clusters Score -100954.6 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -101602.289062 Penalty: 714.004089
	Iteration 1F: 3 clusters Score -101602.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -101699.640625 Penalty: 714.004089
	Iteration 2F: 3 clusters Score -101699.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -101822.289062 Penalty: 714.004089
	Iteration 3F: 3 clusters Score -101822.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -101951.945312 Penalty: 714.004089
	Iteration 4F: 3 clusters Score -101951.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -102102.359375 Penalty: 714.004089
	Iteration 5F: 3 clusters Score -102102.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -102231.625000 Penalty: 714.004089
	Iteration 6F: 3 clusters Score -102231.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -102322.406250 Penalty: 714.004089
	Iteration 7Q: 3 clusters Score -102322.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -102390.367188 Penalty: 714.004089
	Iteration 8Q: 3 clusters Score -102390.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -102413.054688 Penalty: 714.004089
	Iteration 9Q: 3 clusters Score -102413.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -102426.015625 Penalty: 714.004089
	Iteration 10Q: 3 clusters Score -102426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -102434.953125 Penalty: 714.004089
	Iteration 11Q: 3 clusters Score -102435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -102441.867188 Penalty: 714.004089
	Iteration 12Q: 3 clusters Score -102441.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -102446.882812 Penalty: 714.004089
	Iteration 13Q: 3 clusters Score -102446.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -102449.390625 Penalty: 714.004089
	Iteration 14Q: 3 clusters Score -102449.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -102450.523438 Penalty: 714.004089
	Iteration 15Q: 3 clusters Score -102450.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -102450.406250 Penalty: 714.004089
	Iteration 16Q: 3 clusters Score -102450.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -102450.406250 Penalty: 714.004089
	Iteration 17F: 3 clusters Score -102450.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Entering Unmasked Estep 
Score: -1021421.062500 Penalty: 463.869110
	Iteration 0F: 2 clusters Score -1021421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1003525.500000 Penalty: 927.738220
	Iteration 0F: 3 clusters Score -1003526 nChanged 12830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1012517.312500 Penalty: 927.738220
	Iteration 1F: 3 clusters Score -1012517 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1013728.062500 Penalty: 927.738220
	Iteration 2F: 3 clusters Score -1013728 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1015098.812500 Penalty: 927.738220
	Iteration 3F: 3 clusters Score -1015099 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1016263.000000 Penalty: 927.738220
	Iteration 4F: 3 clusters Score -1016263 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1017007.250000 Penalty: 927.738220
	Iteration 5F: 3 clusters Score -1017007 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1017415.750000 Penalty: 927.738220
	Iteration 6Q: 3 clusters Score -1017416 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1017638.500000 Penalty: 927.738220
	Iteration 7Q: 3 clusters Score -1017638 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1017735.312500 Penalty: 927.738220
	Iteration 8Q: 3 clusters Score -1017735 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1017794.000000 Penalty: 927.738220
	Iteration 9Q: 3 clusters Score -1017794 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1017835.875000 Penalty: 927.738220
	Iteration 10Q: 3 clusters Score -1017836 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1017873.937500 Penalty: 927.738220
	Iteration 11Q: 3 clusters Score -1017874 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1017912.687500 Penalty: 927.738220
	Iteration 12Q: 3 clusters Score -1017913 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1017943.562500 Penalty: 927.738220
	Iteration 13Q: 3 clusters Score -1017944 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1017972.687500 Penalty: 927.738220
	Iteration 14Q: 3 clusters Score -1017973 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1017989.375000 Penalty: 927.738220
	Iteration 15Q: 3 clusters Score -1017989 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1018007.437500 Penalty: 927.738220
	Iteration 16Q: 3 clusters Score -1018007 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1018031.312500 Penalty: 927.738220
	Iteration 17Q: 3 clusters Score -1018031 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1018055.562500 Penalty: 927.738220
	Iteration 18Q: 3 clusters Score -1018056 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1018085.812500 Penalty: 927.738220
	Iteration 19Q: 3 clusters Score -1018086 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1018115.937500 Penalty: 927.738220
	Iteration 20F: 3 clusters Score -1018116 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1018145.500000 Penalty: 927.738220
	Iteration 21Q: 3 clusters Score -1018146 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1018180.687500 Penalty: 927.738220
	Iteration 22Q: 3 clusters Score -1018181 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1018215.250000 Penalty: 927.738220
	Iteration 23Q: 3 clusters Score -1018215 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1018260.312500 Penalty: 927.738220
	Iteration 24Q: 3 clusters Score -1018260 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1018308.375000 Penalty: 927.738220
	Iteration 25Q: 3 clusters Score -1018308 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1018367.562500 Penalty: 927.738220
	Iteration 26Q: 3 clusters Score -1018368 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1018428.625000 Penalty: 927.738220
	Iteration 27Q: 3 clusters Score -1018429 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1018498.687500 Penalty: 927.738220
	Iteration 28Q: 3 clusters Score -1018499 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1018581.187500 Penalty: 927.738220
	Iteration 29Q: 3 clusters Score -1018581 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1018667.000000 Penalty: 927.738220
	Iteration 30Q: 3 clusters Score -1018667 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1018779.250000 Penalty: 927.738220
	Iteration 31Q: 3 clusters Score -1018779 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1018895.750000 Penalty: 927.738220
	Iteration 32Q: 3 clusters Score -1018896 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1019000.625000 Penalty: 927.738220
	Iteration 33Q: 3 clusters Score -1019001 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1019105.250000 Penalty: 927.738220
	Iteration 34Q: 3 clusters Score -1019105 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1019217.187500 Penalty: 927.738220
	Iteration 35Q: 3 clusters Score -1019217 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1019325.750000 Penalty: 927.738220
	Iteration 36Q: 3 clusters Score -1019326 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1019425.437500 Penalty: 927.738220
	Iteration 37Q: 3 clusters Score -1019425 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1019506.937500 Penalty: 927.738220
	Iteration 38Q: 3 clusters Score -1019507 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1019582.562500 Penalty: 927.738220
	Iteration 39Q: 3 clusters Score -1019583 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1019666.125000 Penalty: 927.738220
	Iteration 40F: 3 clusters Score -1019666 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1019750.875000 Penalty: 927.738220
	Iteration 41Q: 3 clusters Score -1019751 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1019830.437500 Penalty: 927.738220
	Iteration 42Q: 3 clusters Score -1019830 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1019906.625000 Penalty: 927.738220
	Iteration 43Q: 3 clusters Score -1019907 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1019992.125000 Penalty: 927.738220
	Iteration 44Q: 3 clusters Score -1019992 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1020077.937500 Penalty: 927.738220
	Iteration 45Q: 3 clusters Score -1020078 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1020154.375000 Penalty: 927.738220
	Iteration 46Q: 3 clusters Score -1020154 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1020218.125000 Penalty: 927.738220
	Iteration 47Q: 3 clusters Score -1020218 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1020291.312500 Penalty: 927.738220
	Iteration 48Q: 3 clusters Score -1020291 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1020367.625000 Penalty: 927.738220
	Iteration 49Q: 3 clusters Score -1020368 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1020442.187500 Penalty: 927.738220
	Iteration 50Q: 3 clusters Score -1020442 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1020500.187500 Penalty: 927.738220
	Iteration 51Q: 3 clusters Score -1020500 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1020558.562500 Penalty: 927.738220
	Iteration 52Q: 3 clusters Score -1020559 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1020614.437500 Penalty: 927.738220
	Iteration 53Q: 3 clusters Score -1020614 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1020654.000000 Penalty: 927.738220
	Iteration 54Q: 3 clusters Score -1020654 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1020693.437500 Penalty: 927.738220
	Iteration 55Q: 3 clusters Score -1020693 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1020721.437500 Penalty: 927.738220
	Iteration 56Q: 3 clusters Score -1020721 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1020742.750000 Penalty: 927.738220
	Iteration 57Q: 3 clusters Score -1020743 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1020763.875000 Penalty: 927.738220
	Iteration 58Q: 3 clusters Score -1020764 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1020785.812500 Penalty: 927.738220
	Iteration 59Q: 3 clusters Score -1020786 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1020805.687500 Penalty: 927.738220
	Iteration 60F: 3 clusters Score -1020806 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1020829.125000 Penalty: 927.738220
	Iteration 61Q: 3 clusters Score -1020829 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1020853.375000 Penalty: 927.738220
	Iteration 62Q: 3 clusters Score -1020853 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1020877.750000 Penalty: 927.738220
	Iteration 63Q: 3 clusters Score -1020878 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1020910.625000 Penalty: 927.738220
	Iteration 64Q: 3 clusters Score -1020911 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1020937.437500 Penalty: 927.738220
	Iteration 65Q: 3 clusters Score -1020937 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1020956.625000 Penalty: 927.738220
	Iteration 66Q: 3 clusters Score -1020957 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1020985.437500 Penalty: 927.738220
	Iteration 67Q: 3 clusters Score -1020985 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1021004.187500 Penalty: 927.738220
	Iteration 68Q: 3 clusters Score -1021004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1021021.750000 Penalty: 927.738220
	Iteration 69Q: 3 clusters Score -1021022 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1021035.250000 Penalty: 927.738220
	Iteration 70Q: 3 clusters Score -1021035 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1021051.687500 Penalty: 927.738220
	Iteration 71Q: 3 clusters Score -1021052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1021061.312500 Penalty: 927.738220
	Iteration 72Q: 3 clusters Score -1021061 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1021068.750000 Penalty: 927.738220
	Iteration 73Q: 3 clusters Score -1021069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1021074.562500 Penalty: 927.738220
	Iteration 74Q: 3 clusters Score -1021075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1021077.062500 Penalty: 927.738220
	Iteration 75Q: 3 clusters Score -1021077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1021080.062500 Penalty: 927.738220
	Iteration 76Q: 3 clusters Score -1021080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1021083.875000 Penalty: 927.738220
	Iteration 77Q: 3 clusters Score -1021084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1021084.937500 Penalty: 927.738220
	Iteration 78Q: 3 clusters Score -1021085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1021086.875000 Penalty: 927.738220
	Iteration 79Q: 3 clusters Score -1021087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1021090.125000 Penalty: 927.738220
	Iteration 80F: 3 clusters Score -1021090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1021092.500000 Penalty: 927.738220
	Iteration 81Q: 3 clusters Score -1021092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1021093.437500 Penalty: 927.738220
	Iteration 82Q: 3 clusters Score -1021093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1021098.250000 Penalty: 927.738220
	Iteration 83Q: 3 clusters Score -1021098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1021099.750000 Penalty: 927.738220
	Iteration 84Q: 3 clusters Score -1021100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1021103.625000 Penalty: 927.738220
	Iteration 85Q: 3 clusters Score -1021104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1021103.562500 Penalty: 927.738220
	Iteration 86Q: 3 clusters Score -1021104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1021103.937500 Penalty: 927.738220
	Iteration 87Q: 3 clusters Score -1021104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1021104.750000 Penalty: 927.738220
	Iteration 88Q: 3 clusters Score -1021105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1021105.250000 Penalty: 927.738220
	Iteration 89Q: 3 clusters Score -1021105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1021106.000000 Penalty: 927.738220
	Iteration 90Q: 3 clusters Score -1021106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1021105.750000 Penalty: 927.738220
	Iteration 91Q: 3 clusters Score -1021106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1021105.937500 Penalty: 927.738220
	Iteration 92Q: 3 clusters Score -1021106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1021106.125000 Penalty: 927.738220
	Iteration 93Q: 3 clusters Score -1021106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1021110.500000 Penalty: 927.738220
	Iteration 94Q: 3 clusters Score -1021110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1021113.125000 Penalty: 927.738220
	Iteration 95Q: 3 clusters Score -1021113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1021115.000000 Penalty: 927.738220
	Iteration 96Q: 3 clusters Score -1021115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1021118.437500 Penalty: 927.738220
	Iteration 97Q: 3 clusters Score -1021118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1021121.875000 Penalty: 927.738220
	Iteration 98Q: 3 clusters Score -1021122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1021123.500000 Penalty: 927.738220
	Iteration 99Q: 3 clusters Score -1021124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1021125.375000 Penalty: 927.738220
	Iteration 100F: 3 clusters Score -1021125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1021129.125000 Penalty: 927.738220
	Iteration 101Q: 3 clusters Score -1021129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1021132.687500 Penalty: 927.738220
	Iteration 102Q: 3 clusters Score -1021133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1021136.437500 Penalty: 927.738220
	Iteration 103Q: 3 clusters Score -1021136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1021138.937500 Penalty: 927.738220
	Iteration 104Q: 3 clusters Score -1021139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1021142.562500 Penalty: 927.738220
	Iteration 105Q: 3 clusters Score -1021143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1021142.312500 Penalty: 927.738220
	Iteration 106Q: 3 clusters Score -1021142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1021144.500000 Penalty: 927.738220
	Iteration 107Q: 3 clusters Score -1021144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1021146.375000 Penalty: 927.738220
	Iteration 108Q: 3 clusters Score -1021146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1021149.312500 Penalty: 927.738220
	Iteration 109Q: 3 clusters Score -1021149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1021154.000000 Penalty: 927.738220
	Iteration 110Q: 3 clusters Score -1021154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1021156.062500 Penalty: 927.738220
	Iteration 111Q: 3 clusters Score -1021156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1021160.125000 Penalty: 927.738220
	Iteration 112Q: 3 clusters Score -1021160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1021160.937500 Penalty: 927.738220
	Iteration 113Q: 3 clusters Score -1021161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1021163.375000 Penalty: 927.738220
	Iteration 114Q: 3 clusters Score -1021163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1021165.125000 Penalty: 927.738220
	Iteration 115Q: 3 clusters Score -1021165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1021166.812500 Penalty: 927.738220
	Iteration 116Q: 3 clusters Score -1021167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1021166.437500 Penalty: 927.738220
	Iteration 117Q: 3 clusters Score -1021166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1021167.437500 Penalty: 927.738220
	Iteration 118Q: 3 clusters Score -1021167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1021167.750000 Penalty: 927.738220
	Iteration 119Q: 3 clusters Score -1021168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1021168.500000 Penalty: 927.738220
	Iteration 120F: 3 clusters Score -1021168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1021169.562500 Penalty: 927.738220
	Iteration 121Q: 3 clusters Score -1021170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1021169.625000 Penalty: 927.738220
	Iteration 122Q: 3 clusters Score -1021170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1021175.000000 Penalty: 927.738220
	Iteration 123Q: 3 clusters Score -1021175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1021176.187500 Penalty: 927.738220
	Iteration 124Q: 3 clusters Score -1021176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1021178.375000 Penalty: 927.738220
	Iteration 125Q: 3 clusters Score -1021178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1021179.562500 Penalty: 927.738220
	Iteration 126Q: 3 clusters Score -1021180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1021180.562500 Penalty: 927.738220
	Iteration 127Q: 3 clusters Score -1021181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1021181.312500 Penalty: 927.738220
	Iteration 128Q: 3 clusters Score -1021181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1021182.125000 Penalty: 927.738220
	Iteration 129Q: 3 clusters Score -1021182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1021181.125000 Penalty: 927.738220
	Iteration 130Q: 3 clusters Score -1021181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1021180.687500 Penalty: 927.738220
	Iteration 131Q: 3 clusters Score -1021181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1021181.562500 Penalty: 927.738220
	Iteration 132Q: 3 clusters Score -1021182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1021184.187500 Penalty: 927.738220
	Iteration 133Q: 3 clusters Score -1021184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1021183.312500 Penalty: 927.738220
	Iteration 134Q: 3 clusters Score -1021183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1021182.562500 Penalty: 927.738220
	Iteration 135Q: 3 clusters Score -1021183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1021185.750000 Penalty: 927.738220
	Iteration 136Q: 3 clusters Score -1021186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1021185.500000 Penalty: 927.738220
	Iteration 137Q: 3 clusters Score -1021186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1021186.125000 Penalty: 927.738220
	Iteration 138Q: 3 clusters Score -1021186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1021186.687500 Penalty: 927.738220
	Iteration 139Q: 3 clusters Score -1021187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1021188.750000 Penalty: 927.738220
	Iteration 140F: 3 clusters Score -1021189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1021187.937500 Penalty: 927.738220
	Iteration 141Q: 3 clusters Score -1021188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1021187.937500 Penalty: 927.738220
	Iteration 142F: 3 clusters Score -1021188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -24763.667969 Penalty: 300.847870
	Iteration 0F: 2 clusters Score -24763.67 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 382 members 
Entering Unmasked Estep 
Score: -24135.023438 Penalty: 601.695740
	Iteration 0F: 3 clusters Score -24135.02 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -24358.710938 Penalty: 601.695740
	Iteration 1F: 3 clusters Score -24358.71 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -24427.687500 Penalty: 601.695740
	Iteration 2F: 3 clusters Score -24427.69 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -24470.431641 Penalty: 601.695740
	Iteration 3F: 3 clusters Score -24470.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -24487.404297 Penalty: 601.695740
	Iteration 4Q: 3 clusters Score -24487.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -24497.205078 Penalty: 601.695740
	Iteration 5Q: 3 clusters Score -24497.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -24500.658203 Penalty: 601.695740
	Iteration 6Q: 3 clusters Score -24500.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -24502.603516 Penalty: 601.695740
	Iteration 7Q: 3 clusters Score -24502.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -24503.630859 Penalty: 601.695740
	Iteration 8Q: 3 clusters Score -24503.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -24503.902344 Penalty: 601.695740
	Iteration 9Q: 3 clusters Score -24503.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -24503.902344 Penalty: 601.695740
	Iteration 10F: 3 clusters Score -24503.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4920 members 
Mstep: Class 3 contains 3439 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 6194 members 
Mstep: Class 6 contains 1334 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 5856 members 
Mstep: Class 10 contains 2119 members 
Mstep: Class 11 contains 222869 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 15139 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 16 contains 282977 members 
Mstep: Class 17 contains 59370 members 
Mstep: Class 18 contains 4725 members 
Mstep: Class 19 contains 26148 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4873 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1805 members 
Mstep: Class 26 contains 3052 members 
Mstep: Class 27 contains 2543 members 
Mstep: Class 28 contains 3795 members 
Mstep: Class 29 contains 6147 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1204 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1094 members 
Mstep: Class 34 contains 5496 members 
Mstep: Class 35 contains 1723 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 26767 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355056.000000 Penalty: 23957.166016
Iteration 119Q: 40 clusters Score -2.835506e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4919 members 
Mstep: Class 3 contains 3436 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 6195 members 
Mstep: Class 6 contains 1334 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 2131 members 
Mstep: Class 11 contains 222851 members 
Mstep: Class 12 contains 234 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 15140 members 
Mstep: Class 15 contains 1744 members 
Mstep: Class 16 contains 282981 members 
Mstep: Class 17 contains 59367 members 
Mstep: Class 18 contains 4724 members 
Mstep: Class 19 contains 26123 members 
Mstep: Class 20 contains 13055 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4874 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1805 members 
Mstep: Class 26 contains 3056 members 
Mstep: Class 27 contains 2539 members 
Mstep: Class 28 contains 3818 members 
Mstep: Class 29 contains 6154 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1204 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1094 members 
Mstep: Class 34 contains 5502 members 
Mstep: Class 35 contains 1723 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 26768 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355094.000000 Penalty: 23957.166016
Iteration 120F: 40 clusters Score -2.835509e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4919 members 
Mstep: Class 3 contains 3432 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 6195 members 
Mstep: Class 6 contains 1334 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 5841 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 222840 members 
Mstep: Class 12 contains 232 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 15143 members 
Mstep: Class 15 contains 1747 members 
Mstep: Class 16 contains 282982 members 
Mstep: Class 17 contains 59336 members 
Mstep: Class 18 contains 4724 members 
Mstep: Class 19 contains 26103 members 
Mstep: Class 20 contains 13059 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4874 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1804 members 
Mstep: Class 26 contains 3058 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 3912 members 
Mstep: Class 29 contains 6159 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1204 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1094 members 
Mstep: Class 34 contains 5510 members 
Mstep: Class 35 contains 1673 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 26768 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355134.000000 Penalty: 23957.166016
Iteration 121Q: 40 clusters Score -2.835513e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4919 members 
Mstep: Class 3 contains 3427 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 6193 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 5834 members 
Mstep: Class 10 contains 2152 members 
Mstep: Class 11 contains 222823 members 
Mstep: Class 12 contains 232 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 15147 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 282988 members 
Mstep: Class 17 contains 59280 members 
Mstep: Class 18 contains 4724 members 
Mstep: Class 19 contains 26103 members 
Mstep: Class 20 contains 13063 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4874 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1805 members 
Mstep: Class 26 contains 3060 members 
Mstep: Class 27 contains 2531 members 
Mstep: Class 28 contains 4020 members 
Mstep: Class 29 contains 6163 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1094 members 
Mstep: Class 34 contains 5516 members 
Mstep: Class 35 contains 1620 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 26768 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355204.000000 Penalty: 23957.166016
Iteration 122Q: 40 clusters Score -2.83552e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4917 members 
Mstep: Class 3 contains 3428 members 
Mstep: Class 4 contains 2158 members 
Mstep: Class 5 contains 6194 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 5826 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 222821 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 15149 members 
Mstep: Class 15 contains 1744 members 
Mstep: Class 16 contains 282992 members 
Mstep: Class 17 contains 59208 members 
Mstep: Class 18 contains 4721 members 
Mstep: Class 19 contains 26101 members 
Mstep: Class 20 contains 13068 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4874 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1805 members 
Mstep: Class 26 contains 3060 members 
Mstep: Class 27 contains 2530 members 
Mstep: Class 28 contains 4125 members 
Mstep: Class 29 contains 6163 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1203 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1094 members 
Mstep: Class 34 contains 5523 members 
Mstep: Class 35 contains 1574 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 26766 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355232.000000 Penalty: 23957.166016
Iteration 123Q: 40 clusters Score -2.835523e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4916 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 4 contains 2158 members 
Mstep: Class 5 contains 6195 members 
Mstep: Class 6 contains 1342 members 
Mstep: Class 7 contains 1727 members 
Mstep: Class 8 contains 1979 members 
Mstep: Class 9 contains 5815 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 222818 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 15148 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 16 contains 282998 members 
Mstep: Class 17 contains 59142 members 
Mstep: Class 18 contains 4720 members 
Mstep: Class 19 contains 26104 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4873 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1807 members 
Mstep: Class 26 contains 3060 members 
Mstep: Class 27 contains 2531 members 
Mstep: Class 28 contains 4197 members 
Mstep: Class 29 contains 6165 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1203 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1094 members 
Mstep: Class 34 contains 5534 members 
Mstep: Class 35 contains 1549 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 26761 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355310.000000 Penalty: 23957.166016
Iteration 124Q: 40 clusters Score -2.835531e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4919 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 2158 members 
Mstep: Class 5 contains 6197 members 
Mstep: Class 6 contains 1344 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 1975 members 
Mstep: Class 9 contains 5805 members 
Mstep: Class 10 contains 2190 members 
Mstep: Class 11 contains 222823 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 15146 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 16 contains 282998 members 
Mstep: Class 17 contains 59077 members 
Mstep: Class 18 contains 4721 members 
Mstep: Class 19 contains 26102 members 
Mstep: Class 20 contains 13075 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4870 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1805 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2530 members 
Mstep: Class 28 contains 4260 members 
Mstep: Class 29 contains 6166 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1204 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 1095 members 
Mstep: Class 34 contains 5544 members 
Mstep: Class 35 contains 1535 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 26761 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355258.000000 Penalty: 23957.166016
Iteration 125Q: 40 clusters Score -2.835526e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4920 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6195 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 1970 members 
Mstep: Class 9 contains 5795 members 
Mstep: Class 10 contains 2199 members 
Mstep: Class 11 contains 222822 members 
Mstep: Class 12 contains 234 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 15141 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 16 contains 283002 members 
Mstep: Class 17 contains 59019 members 
Mstep: Class 18 contains 4720 members 
Mstep: Class 19 contains 26104 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4873 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1804 members 
Mstep: Class 26 contains 3064 members 
Mstep: Class 27 contains 2531 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 6168 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1204 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 1096 members 
Mstep: Class 34 contains 5553 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 26763 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355276.000000 Penalty: 23957.166016
Iteration 126Q: 40 clusters Score -2.835528e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4920 members 
Mstep: Class 3 contains 3412 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1347 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 5784 members 
Mstep: Class 10 contains 2201 members 
Mstep: Class 11 contains 222831 members 
Mstep: Class 12 contains 234 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 15141 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 16 contains 283001 members 
Mstep: Class 17 contains 58958 members 
Mstep: Class 18 contains 4721 members 
Mstep: Class 19 contains 26107 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4873 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1805 members 
Mstep: Class 26 contains 3065 members 
Mstep: Class 27 contains 2534 members 
Mstep: Class 28 contains 4386 members 
Mstep: Class 29 contains 6170 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1204 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 5565 members 
Mstep: Class 35 contains 1502 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 26763 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355364.000000 Penalty: 23957.166016
Iteration 127Q: 40 clusters Score -2.835536e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 3406 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1350 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 5773 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 222841 members 
Mstep: Class 12 contains 234 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 15137 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 283001 members 
Mstep: Class 17 contains 58890 members 
Mstep: Class 18 contains 4721 members 
Mstep: Class 19 contains 26109 members 
Mstep: Class 20 contains 13074 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4873 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1805 members 
Mstep: Class 26 contains 3066 members 
Mstep: Class 27 contains 2531 members 
Mstep: Class 28 contains 4463 members 
Mstep: Class 29 contains 6168 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1204 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 5575 members 
Mstep: Class 35 contains 1487 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 26763 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355414.000000 Penalty: 23957.166016
Iteration 128Q: 40 clusters Score -2.835541e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6194 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 1963 members 
Mstep: Class 9 contains 5760 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 222837 members 
Mstep: Class 12 contains 234 members 
Mstep: Class 13 contains 3679 members 
Mstep: Class 14 contains 15135 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 283005 members 
Mstep: Class 17 contains 58843 members 
Mstep: Class 18 contains 4721 members 
Mstep: Class 19 contains 26118 members 
Mstep: Class 20 contains 13075 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4873 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1802 members 
Mstep: Class 26 contains 3065 members 
Mstep: Class 27 contains 2533 members 
Mstep: Class 28 contains 4513 members 
Mstep: Class 29 contains 6168 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1203 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 5586 members 
Mstep: Class 35 contains 1478 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 26761 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355406.000000 Penalty: 23957.166016
Iteration 129Q: 40 clusters Score -2.835541e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4924 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6193 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 1961 members 
Mstep: Class 9 contains 5744 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 222822 members 
Mstep: Class 12 contains 234 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15136 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 283003 members 
Mstep: Class 17 contains 58781 members 
Mstep: Class 18 contains 4720 members 
Mstep: Class 19 contains 26128 members 
Mstep: Class 20 contains 13080 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4874 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1800 members 
Mstep: Class 26 contains 3063 members 
Mstep: Class 27 contains 2534 members 
Mstep: Class 28 contains 4583 members 
Mstep: Class 29 contains 6171 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1203 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 5601 members 
Mstep: Class 35 contains 1465 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 26759 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355456.000000 Penalty: 23957.166016
Iteration 130Q: 40 clusters Score -2.835546e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4924 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6193 members 
Mstep: Class 6 contains 1358 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1960 members 
Mstep: Class 9 contains 5728 members 
Mstep: Class 10 contains 2223 members 
Mstep: Class 11 contains 222812 members 
Mstep: Class 12 contains 234 members 
Mstep: Class 13 contains 3681 members 
Mstep: Class 14 contains 15136 members 
Mstep: Class 15 contains 1741 members 
Mstep: Class 16 contains 283000 members 
Mstep: Class 17 contains 58724 members 
Mstep: Class 18 contains 4720 members 
Mstep: Class 19 contains 26136 members 
Mstep: Class 20 contains 13082 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4875 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1800 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2536 members 
Mstep: Class 28 contains 4642 members 
Mstep: Class 29 contains 6174 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1203 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 5613 members 
Mstep: Class 35 contains 1453 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2558 members 
Mstep: Class 38 contains 26760 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355466.000000 Penalty: 23957.166016
Iteration 131Q: 40 clusters Score -2.835547e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4928 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1361 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 5713 members 
Mstep: Class 10 contains 2226 members 
Mstep: Class 11 contains 222796 members 
Mstep: Class 12 contains 234 members 
Mstep: Class 13 contains 3682 members 
Mstep: Class 14 contains 15138 members 
Mstep: Class 15 contains 1741 members 
Mstep: Class 16 contains 282995 members 
Mstep: Class 17 contains 58679 members 
Mstep: Class 18 contains 4720 members 
Mstep: Class 19 contains 26152 members 
Mstep: Class 20 contains 13083 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4875 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1797 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2536 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 6177 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1203 members 
Mstep: Class 32 contains 397 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 5628 members 
Mstep: Class 35 contains 1443 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2558 members 
Mstep: Class 38 contains 26758 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355572.000000 Penalty: 23957.166016
Iteration 132Q: 40 clusters Score -2.835557e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4931 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1363 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 5696 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 222779 members 
Mstep: Class 12 contains 234 members 
Mstep: Class 13 contains 3681 members 
Mstep: Class 14 contains 15133 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 282993 members 
Mstep: Class 17 contains 58623 members 
Mstep: Class 18 contains 4719 members 
Mstep: Class 19 contains 26171 members 
Mstep: Class 20 contains 13087 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1400 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1801 members 
Mstep: Class 26 contains 3063 members 
Mstep: Class 27 contains 2538 members 
Mstep: Class 28 contains 4734 members 
Mstep: Class 29 contains 6179 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1203 members 
Mstep: Class 32 contains 397 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 5645 members 
Mstep: Class 35 contains 1440 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2558 members 
Mstep: Class 38 contains 26756 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355572.000000 Penalty: 23957.166016
Iteration 133Q: 40 clusters Score -2.835557e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4933 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 2234 members 
Mstep: Class 11 contains 222761 members 
Mstep: Class 12 contains 234 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15125 members 
Mstep: Class 15 contains 1741 members 
Mstep: Class 16 contains 282991 members 
Mstep: Class 17 contains 58587 members 
Mstep: Class 18 contains 4719 members 
Mstep: Class 19 contains 26194 members 
Mstep: Class 20 contains 13085 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4878 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1805 members 
Mstep: Class 26 contains 3065 members 
Mstep: Class 27 contains 2540 members 
Mstep: Class 28 contains 4757 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1203 members 
Mstep: Class 32 contains 397 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 5658 members 
Mstep: Class 35 contains 1443 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 26755 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355570.000000 Penalty: 23957.166016
Iteration 134Q: 40 clusters Score -2.835557e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4937 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1369 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 222737 members 
Mstep: Class 12 contains 234 members 
Mstep: Class 13 contains 3681 members 
Mstep: Class 14 contains 15122 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 282981 members 
Mstep: Class 17 contains 58554 members 
Mstep: Class 18 contains 4721 members 
Mstep: Class 19 contains 26231 members 
Mstep: Class 20 contains 13082 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4877 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2543 members 
Mstep: Class 28 contains 4771 members 
Mstep: Class 29 contains 6185 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1203 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 5672 members 
Mstep: Class 35 contains 1451 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 26749 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355644.000000 Penalty: 23957.166016
Iteration 135Q: 40 clusters Score -2.835564e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4941 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 5647 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 222716 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 3684 members 
Mstep: Class 14 contains 15129 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 282970 members 
Mstep: Class 17 contains 58531 members 
Mstep: Class 18 contains 4722 members 
Mstep: Class 19 contains 26253 members 
Mstep: Class 20 contains 13077 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4875 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1812 members 
Mstep: Class 26 contains 3063 members 
Mstep: Class 27 contains 2544 members 
Mstep: Class 28 contains 4793 members 
Mstep: Class 29 contains 6186 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1203 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 5694 members 
Mstep: Class 35 contains 1448 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 26744 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355640.000000 Penalty: 23957.166016
Iteration 136Q: 40 clusters Score -2.835564e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4944 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 5631 members 
Mstep: Class 10 contains 2247 members 
Mstep: Class 11 contains 222699 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 3683 members 
Mstep: Class 14 contains 15128 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 282968 members 
Mstep: Class 17 contains 58522 members 
Mstep: Class 18 contains 4724 members 
Mstep: Class 19 contains 26266 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4877 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1818 members 
Mstep: Class 26 contains 3063 members 
Mstep: Class 27 contains 2544 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1203 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 5712 members 
Mstep: Class 35 contains 1446 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 26742 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355638.000000 Penalty: 23957.166016
Iteration 137Q: 40 clusters Score -2.835564e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4953 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 5611 members 
Mstep: Class 10 contains 2247 members 
Mstep: Class 11 contains 222691 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 3683 members 
Mstep: Class 14 contains 15121 members 
Mstep: Class 15 contains 1741 members 
Mstep: Class 16 contains 282966 members 
Mstep: Class 17 contains 58507 members 
Mstep: Class 18 contains 4725 members 
Mstep: Class 19 contains 26275 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4874 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1821 members 
Mstep: Class 26 contains 3063 members 
Mstep: Class 27 contains 2544 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1203 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1099 members 
Mstep: Class 34 contains 5731 members 
Mstep: Class 35 contains 1448 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 26742 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355670.000000 Penalty: 23957.166016
Iteration 138Q: 40 clusters Score -2.835567e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 5588 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 222672 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 3682 members 
Mstep: Class 14 contains 15124 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 282960 members 
Mstep: Class 17 contains 58497 members 
Mstep: Class 18 contains 4726 members 
Mstep: Class 19 contains 26281 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4875 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1820 members 
Mstep: Class 26 contains 3063 members 
Mstep: Class 27 contains 2544 members 
Mstep: Class 28 contains 4823 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1203 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1100 members 
Mstep: Class 34 contains 5754 members 
Mstep: Class 35 contains 1445 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 26737 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355642.000000 Penalty: 23957.166016
Iteration 139Q: 40 clusters Score -2.835564e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4966 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 1953 members 
Mstep: Class 9 contains 5564 members 
Mstep: Class 10 contains 2253 members 
Mstep: Class 11 contains 222656 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 3682 members 
Mstep: Class 14 contains 15118 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 282957 members 
Mstep: Class 17 contains 58492 members 
Mstep: Class 18 contains 4731 members 
Mstep: Class 19 contains 26286 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 3063 members 
Mstep: Class 27 contains 2545 members 
Mstep: Class 28 contains 4833 members 
Mstep: Class 29 contains 6182 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1203 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1103 members 
Mstep: Class 34 contains 5778 members 
Mstep: Class 35 contains 1446 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 26734 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355664.000000 Penalty: 23957.166016
Iteration 140F: 40 clusters Score -2.835566e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4969 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 1949 members 
Mstep: Class 9 contains 5539 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 222647 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 3682 members 
Mstep: Class 14 contains 15114 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 16 contains 282953 members 
Mstep: Class 17 contains 58485 members 
Mstep: Class 18 contains 4730 members 
Mstep: Class 19 contains 26288 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4877 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1825 members 
Mstep: Class 26 contains 3063 members 
Mstep: Class 27 contains 2543 members 
Mstep: Class 28 contains 4853 members 
Mstep: Class 29 contains 6182 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1204 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1105 members 
Mstep: Class 34 contains 5803 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 26734 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355652.000000 Penalty: 23957.166016
Iteration 141Q: 40 clusters Score -2.835565e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 5512 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 222636 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 3682 members 
Mstep: Class 14 contains 15116 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 16 contains 282950 members 
Mstep: Class 17 contains 58477 members 
Mstep: Class 18 contains 4730 members 
Mstep: Class 19 contains 26294 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1825 members 
Mstep: Class 26 contains 3063 members 
Mstep: Class 27 contains 2542 members 
Mstep: Class 28 contains 4862 members 
Mstep: Class 29 contains 6182 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1204 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1109 members 
Mstep: Class 34 contains 5831 members 
Mstep: Class 35 contains 1440 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2558 members 
Mstep: Class 38 contains 26733 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355688.000000 Penalty: 23957.166016
Iteration 142Q: 40 clusters Score -2.835569e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4976 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 1937 members 
Mstep: Class 9 contains 5486 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 222629 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 3682 members 
Mstep: Class 14 contains 15118 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 16 contains 282947 members 
Mstep: Class 17 contains 58461 members 
Mstep: Class 18 contains 4730 members 
Mstep: Class 19 contains 26300 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1826 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2543 members 
Mstep: Class 28 contains 4880 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 1204 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1117 members 
Mstep: Class 34 contains 5854 members 
Mstep: Class 35 contains 1439 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2558 members 
Mstep: Class 38 contains 26735 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355722.000000 Penalty: 23957.166016
Iteration 143Q: 40 clusters Score -2.835572e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4977 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 1925 members 
Mstep: Class 9 contains 5457 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 222619 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3682 members 
Mstep: Class 14 contains 15120 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 16 contains 282947 members 
Mstep: Class 17 contains 58446 members 
Mstep: Class 18 contains 4730 members 
Mstep: Class 19 contains 26305 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1881 members 
Mstep: Class 25 contains 1828 members 
Mstep: Class 26 contains 3063 members 
Mstep: Class 27 contains 2543 members 
Mstep: Class 28 contains 4894 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 1089 members 
Mstep: Class 31 contains 1204 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1128 members 
Mstep: Class 34 contains 5883 members 
Mstep: Class 35 contains 1437 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2559 members 
Mstep: Class 38 contains 26735 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355744.000000 Penalty: 23957.166016
Iteration 144Q: 40 clusters Score -2.835574e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4977 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1914 members 
Mstep: Class 9 contains 5426 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 222606 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3683 members 
Mstep: Class 14 contains 15124 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 282948 members 
Mstep: Class 17 contains 58439 members 
Mstep: Class 18 contains 4730 members 
Mstep: Class 19 contains 26309 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1828 members 
Mstep: Class 26 contains 3063 members 
Mstep: Class 27 contains 2544 members 
Mstep: Class 28 contains 4904 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 1089 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 5911 members 
Mstep: Class 35 contains 1437 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2561 members 
Mstep: Class 38 contains 26733 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355718.000000 Penalty: 23957.166016
Iteration 145Q: 40 clusters Score -2.835572e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1392 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1910 members 
Mstep: Class 9 contains 5397 members 
Mstep: Class 10 contains 2260 members 
Mstep: Class 11 contains 222596 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3683 members 
Mstep: Class 14 contains 15127 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 282948 members 
Mstep: Class 17 contains 58433 members 
Mstep: Class 18 contains 4730 members 
Mstep: Class 19 contains 26310 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1826 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2545 members 
Mstep: Class 28 contains 4915 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 1089 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 5937 members 
Mstep: Class 35 contains 1437 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2563 members 
Mstep: Class 38 contains 26726 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355718.000000 Penalty: 23957.166016
Iteration 146Q: 40 clusters Score -2.835572e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1400 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 1904 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 2260 members 
Mstep: Class 11 contains 222591 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3683 members 
Mstep: Class 14 contains 15133 members 
Mstep: Class 15 contains 1741 members 
Mstep: Class 16 contains 282945 members 
Mstep: Class 17 contains 58430 members 
Mstep: Class 18 contains 4730 members 
Mstep: Class 19 contains 26309 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1825 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2546 members 
Mstep: Class 28 contains 4922 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 1089 members 
Mstep: Class 31 contains 1208 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1147 members 
Mstep: Class 34 contains 5963 members 
Mstep: Class 35 contains 1437 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2565 members 
Mstep: Class 38 contains 26718 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355724.000000 Penalty: 23957.166016
Iteration 147Q: 40 clusters Score -2.835572e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 1901 members 
Mstep: Class 9 contains 5339 members 
Mstep: Class 10 contains 2259 members 
Mstep: Class 11 contains 222584 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3683 members 
Mstep: Class 14 contains 15137 members 
Mstep: Class 15 contains 1741 members 
Mstep: Class 16 contains 282944 members 
Mstep: Class 17 contains 58428 members 
Mstep: Class 18 contains 4729 members 
Mstep: Class 19 contains 26310 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2549 members 
Mstep: Class 28 contains 4927 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 1089 members 
Mstep: Class 31 contains 1209 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 5995 members 
Mstep: Class 35 contains 1437 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2565 members 
Mstep: Class 38 contains 26713 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355724.000000 Penalty: 23957.166016
Iteration 148Q: 40 clusters Score -2.835572e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 1896 members 
Mstep: Class 9 contains 5303 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 222581 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3683 members 
Mstep: Class 14 contains 15140 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 282943 members 
Mstep: Class 17 contains 58424 members 
Mstep: Class 18 contains 4728 members 
Mstep: Class 19 contains 26308 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1883 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2551 members 
Mstep: Class 28 contains 4934 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 1089 members 
Mstep: Class 31 contains 1211 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 6032 members 
Mstep: Class 35 contains 1437 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2565 members 
Mstep: Class 38 contains 26709 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355748.000000 Penalty: 23957.166016
Iteration 149Q: 40 clusters Score -2.835575e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 1891 members 
Mstep: Class 9 contains 5263 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 222575 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3683 members 
Mstep: Class 14 contains 15139 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 282943 members 
Mstep: Class 17 contains 58423 members 
Mstep: Class 18 contains 4727 members 
Mstep: Class 19 contains 26311 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1883 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2552 members 
Mstep: Class 28 contains 4940 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 1089 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 6074 members 
Mstep: Class 35 contains 1437 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2565 members 
Mstep: Class 38 contains 26705 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355768.000000 Penalty: 23957.166016
Iteration 150Q: 40 clusters Score -2.835577e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1414 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 1889 members 
Mstep: Class 9 contains 5226 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 222570 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3683 members 
Mstep: Class 14 contains 15141 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 282942 members 
Mstep: Class 17 contains 58420 members 
Mstep: Class 18 contains 4727 members 
Mstep: Class 19 contains 26312 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1884 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2552 members 
Mstep: Class 28 contains 4946 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 1089 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 6112 members 
Mstep: Class 35 contains 1436 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2565 members 
Mstep: Class 38 contains 26704 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355784.000000 Penalty: 23957.166016
Iteration 151Q: 40 clusters Score -2.835578e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1418 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 5185 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 222564 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3683 members 
Mstep: Class 14 contains 15142 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 282944 members 
Mstep: Class 17 contains 58418 members 
Mstep: Class 18 contains 4727 members 
Mstep: Class 19 contains 26315 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1400 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1885 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2552 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 1089 members 
Mstep: Class 31 contains 1214 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1149 members 
Mstep: Class 34 contains 6152 members 
Mstep: Class 35 contains 1434 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26705 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355856.000000 Penalty: 23957.166016
Iteration 152Q: 40 clusters Score -2.835586e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 5143 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 222560 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3684 members 
Mstep: Class 14 contains 15144 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 282945 members 
Mstep: Class 17 contains 58418 members 
Mstep: Class 18 contains 4728 members 
Mstep: Class 19 contains 26313 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1400 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1886 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2552 members 
Mstep: Class 28 contains 4954 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 1089 members 
Mstep: Class 31 contains 1219 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 6191 members 
Mstep: Class 35 contains 1431 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2569 members 
Mstep: Class 38 contains 26701 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355862.000000 Penalty: 23957.166016
Iteration 153Q: 40 clusters Score -2.835586e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1430 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 5096 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 222553 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3685 members 
Mstep: Class 14 contains 15147 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 282946 members 
Mstep: Class 17 contains 58415 members 
Mstep: Class 18 contains 4728 members 
Mstep: Class 19 contains 26313 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1400 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1888 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2552 members 
Mstep: Class 28 contains 4958 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 1089 members 
Mstep: Class 31 contains 1223 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 6229 members 
Mstep: Class 35 contains 1431 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 26699 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355862.000000 Penalty: 23957.166016
Iteration 154Q: 40 clusters Score -2.835586e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 1727 members 
Mstep: Class 8 contains 1865 members 
Mstep: Class 9 contains 5046 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 222550 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3684 members 
Mstep: Class 14 contains 15150 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 282945 members 
Mstep: Class 17 contains 58413 members 
Mstep: Class 18 contains 4728 members 
Mstep: Class 19 contains 26313 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1400 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1890 members 
Mstep: Class 25 contains 1823 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2553 members 
Mstep: Class 28 contains 4962 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 1089 members 
Mstep: Class 31 contains 1227 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 6272 members 
Mstep: Class 35 contains 1431 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2572 members 
Mstep: Class 38 contains 26702 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355886.000000 Penalty: 23957.166016
Iteration 155Q: 40 clusters Score -2.835589e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1441 members 
Mstep: Class 7 contains 1727 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 4994 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 222546 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3685 members 
Mstep: Class 14 contains 15153 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 282944 members 
Mstep: Class 17 contains 58411 members 
Mstep: Class 18 contains 4728 members 
Mstep: Class 19 contains 26313 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1400 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1890 members 
Mstep: Class 25 contains 1823 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2554 members 
Mstep: Class 28 contains 4966 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 1089 members 
Mstep: Class 31 contains 1228 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 6319 members 
Mstep: Class 35 contains 1431 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2573 members 
Mstep: Class 38 contains 26704 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355922.000000 Penalty: 23957.166016
Iteration 156Q: 40 clusters Score -2.835592e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1445 members 
Mstep: Class 7 contains 1727 members 
Mstep: Class 8 contains 1853 members 
Mstep: Class 9 contains 4922 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 222547 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3685 members 
Mstep: Class 14 contains 15154 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 282942 members 
Mstep: Class 17 contains 58408 members 
Mstep: Class 18 contains 4728 members 
Mstep: Class 19 contains 26313 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1400 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1890 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2555 members 
Mstep: Class 28 contains 4969 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 1089 members 
Mstep: Class 31 contains 1230 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 6389 members 
Mstep: Class 35 contains 1431 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2574 members 
Mstep: Class 38 contains 26706 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355940.000000 Penalty: 23957.166016
Iteration 157Q: 40 clusters Score -2.835594e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 1727 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 4847 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 222546 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3685 members 
Mstep: Class 14 contains 15154 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 282941 members 
Mstep: Class 17 contains 58406 members 
Mstep: Class 18 contains 4728 members 
Mstep: Class 19 contains 26313 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1892 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2555 members 
Mstep: Class 28 contains 4973 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 1089 members 
Mstep: Class 31 contains 1232 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1152 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 1431 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2573 members 
Mstep: Class 38 contains 26707 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355954.000000 Penalty: 23957.166016
Iteration 158Q: 40 clusters Score -2.835595e+07 nChanged 113
Entering ConstructFrom: 
Score: -28355954.000000 Penalty: 23957.166016
Entering ConstructFrom: 
Trying to split cluster 1 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -17350.548828 Penalty: 282.123169
	Iteration 0F: 2 clusters Score -17350.55 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 238 members 
Entering Unmasked Estep 
Score: -16918.705078 Penalty: 564.246338
	Iteration 0F: 3 clusters Score -16918.71 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -17080.800781 Penalty: 564.246338
	Iteration 1F: 3 clusters Score -17080.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -17147.212891 Penalty: 564.246338
	Iteration 2F: 3 clusters Score -17147.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -17193.642578 Penalty: 564.246338
	Iteration 3F: 3 clusters Score -17193.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -17222.289062 Penalty: 564.246338
	Iteration 4Q: 3 clusters Score -17222.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -17236.152344 Penalty: 564.246338
	Iteration 5Q: 3 clusters Score -17236.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -17248.917969 Penalty: 564.246338
	Iteration 6Q: 3 clusters Score -17248.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -17261.126953 Penalty: 564.246338
	Iteration 7Q: 3 clusters Score -17261.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -17267.570312 Penalty: 564.246338
	Iteration 8Q: 3 clusters Score -17267.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -17271.957031 Penalty: 564.246338
	Iteration 9Q: 3 clusters Score -17271.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -17273.970703 Penalty: 564.246338
	Iteration 10Q: 3 clusters Score -17273.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -17273.970703 Penalty: 564.246338
	Iteration 11F: 3 clusters Score -17273.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Entering Unmasked Estep 
Score: -201926.609375 Penalty: 387.349945
	Iteration 0F: 2 clusters Score -201926.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -198501.781250 Penalty: 774.699890
	Iteration 0F: 3 clusters Score -198501.8 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -199814.906250 Penalty: 774.699890
	Iteration 1F: 3 clusters Score -199814.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -199903.890625 Penalty: 774.699890
	Iteration 2Q: 3 clusters Score -199903.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -200007.625000 Penalty: 774.699890
	Iteration 3Q: 3 clusters Score -200007.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -200130.093750 Penalty: 774.699890
	Iteration 4Q: 3 clusters Score -200130.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -200263.031250 Penalty: 774.699890
	Iteration 5F: 3 clusters Score -200263 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -200413.484375 Penalty: 774.699890
	Iteration 6F: 3 clusters Score -200413.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -200566.281250 Penalty: 774.699890
	Iteration 7F: 3 clusters Score -200566.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -200708.937500 Penalty: 774.699890
	Iteration 8F: 3 clusters Score -200708.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -200868.328125 Penalty: 774.699890
	Iteration 9F: 3 clusters Score -200868.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -201001.718750 Penalty: 774.699890
	Iteration 10Q: 3 clusters Score -201001.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -201102.906250 Penalty: 774.699890
	Iteration 11Q: 3 clusters Score -201102.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -201198.812500 Penalty: 774.699890
	Iteration 12Q: 3 clusters Score -201198.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -201284.437500 Penalty: 774.699890
	Iteration 13Q: 3 clusters Score -201284.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -201402.968750 Penalty: 774.699890
	Iteration 14Q: 3 clusters Score -201403 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -201508.671875 Penalty: 774.699890
	Iteration 15Q: 3 clusters Score -201508.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -201542.671875 Penalty: 774.699890
	Iteration 16Q: 3 clusters Score -201542.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -201560.375000 Penalty: 774.699890
	Iteration 17Q: 3 clusters Score -201560.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -201567.484375 Penalty: 774.699890
	Iteration 18Q: 3 clusters Score -201567.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -201573.390625 Penalty: 774.699890
	Iteration 19Q: 3 clusters Score -201573.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -201581.359375 Penalty: 774.699890
	Iteration 20F: 3 clusters Score -201581.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -201589.359375 Penalty: 774.699890
	Iteration 21Q: 3 clusters Score -201589.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -201597.906250 Penalty: 774.699890
	Iteration 22Q: 3 clusters Score -201597.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -201602.718750 Penalty: 774.699890
	Iteration 23Q: 3 clusters Score -201602.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -201606.328125 Penalty: 774.699890
	Iteration 24Q: 3 clusters Score -201606.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -201609.015625 Penalty: 774.699890
	Iteration 25Q: 3 clusters Score -201609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -201611.703125 Penalty: 774.699890
	Iteration 26Q: 3 clusters Score -201611.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -201615.531250 Penalty: 774.699890
	Iteration 27Q: 3 clusters Score -201615.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -201620.640625 Penalty: 774.699890
	Iteration 28Q: 3 clusters Score -201620.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -201623.921875 Penalty: 774.699890
	Iteration 29Q: 3 clusters Score -201623.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -201624.734375 Penalty: 774.699890
	Iteration 30Q: 3 clusters Score -201624.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -201625.234375 Penalty: 774.699890
	Iteration 31Q: 3 clusters Score -201625.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -201625.234375 Penalty: 774.699890
	Iteration 32F: 3 clusters Score -201625.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Entering Unmasked Estep 
Score: -136496.312500 Penalty: 369.998016
	Iteration 0F: 2 clusters Score -136496.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -134158.343750 Penalty: 739.996033
	Iteration 0F: 3 clusters Score -134158.3 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -135042.390625 Penalty: 739.996033
	Iteration 1F: 3 clusters Score -135042.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -135176.765625 Penalty: 739.996033
	Iteration 2F: 3 clusters Score -135176.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -135280.890625 Penalty: 739.996033
	Iteration 3F: 3 clusters Score -135280.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -135407.687500 Penalty: 739.996033
	Iteration 4F: 3 clusters Score -135407.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -135539.234375 Penalty: 739.996033
	Iteration 5F: 3 clusters Score -135539.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -135636.234375 Penalty: 739.996033
	Iteration 6Q: 3 clusters Score -135636.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -135718.546875 Penalty: 739.996033
	Iteration 7Q: 3 clusters Score -135718.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -135791.562500 Penalty: 739.996033
	Iteration 8Q: 3 clusters Score -135791.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -135857.500000 Penalty: 739.996033
	Iteration 9Q: 3 clusters Score -135857.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -135899.046875 Penalty: 739.996033
	Iteration 10Q: 3 clusters Score -135899 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -135936.515625 Penalty: 739.996033
	Iteration 11Q: 3 clusters Score -135936.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -135955.250000 Penalty: 739.996033
	Iteration 12Q: 3 clusters Score -135955.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -135969.796875 Penalty: 739.996033
	Iteration 13Q: 3 clusters Score -135969.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -135983.093750 Penalty: 739.996033
	Iteration 14Q: 3 clusters Score -135983.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -135993.734375 Penalty: 739.996033
	Iteration 15Q: 3 clusters Score -135993.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -136001.625000 Penalty: 739.996033
	Iteration 16Q: 3 clusters Score -136001.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -136008.171875 Penalty: 739.996033
	Iteration 17Q: 3 clusters Score -136008.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -136015.046875 Penalty: 739.996033
	Iteration 18Q: 3 clusters Score -136015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -136020.500000 Penalty: 739.996033
	Iteration 19Q: 3 clusters Score -136020.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -136026.812500 Penalty: 739.996033
	Iteration 20F: 3 clusters Score -136026.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -136032.312500 Penalty: 739.996033
	Iteration 21Q: 3 clusters Score -136032.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -136038.890625 Penalty: 739.996033
	Iteration 22Q: 3 clusters Score -136038.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -136049.656250 Penalty: 739.996033
	Iteration 23Q: 3 clusters Score -136049.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -136059.812500 Penalty: 739.996033
	Iteration 24Q: 3 clusters Score -136059.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -136070.515625 Penalty: 739.996033
	Iteration 25Q: 3 clusters Score -136070.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -136082.859375 Penalty: 739.996033
	Iteration 26Q: 3 clusters Score -136082.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -136092.437500 Penalty: 739.996033
	Iteration 27Q: 3 clusters Score -136092.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -136108.218750 Penalty: 739.996033
	Iteration 28Q: 3 clusters Score -136108.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -136129.406250 Penalty: 739.996033
	Iteration 29Q: 3 clusters Score -136129.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -136159.640625 Penalty: 739.996033
	Iteration 30Q: 3 clusters Score -136159.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -136203.312500 Penalty: 739.996033
	Iteration 31Q: 3 clusters Score -136203.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -136235.265625 Penalty: 739.996033
	Iteration 32Q: 3 clusters Score -136235.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -136261.187500 Penalty: 739.996033
	Iteration 33Q: 3 clusters Score -136261.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -136279.093750 Penalty: 739.996033
	Iteration 34Q: 3 clusters Score -136279.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -136286.281250 Penalty: 739.996033
	Iteration 35Q: 3 clusters Score -136286.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -136295.187500 Penalty: 739.996033
	Iteration 36Q: 3 clusters Score -136295.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -136304.140625 Penalty: 739.996033
	Iteration 37Q: 3 clusters Score -136304.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -136311.921875 Penalty: 739.996033
	Iteration 38Q: 3 clusters Score -136311.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -136316.765625 Penalty: 739.996033
	Iteration 39Q: 3 clusters Score -136316.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -136322.140625 Penalty: 739.996033
	Iteration 40F: 3 clusters Score -136322.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -136324.593750 Penalty: 739.996033
	Iteration 41Q: 3 clusters Score -136324.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -136326.250000 Penalty: 739.996033
	Iteration 42Q: 3 clusters Score -136326.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -136328.000000 Penalty: 739.996033
	Iteration 43Q: 3 clusters Score -136328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -136328.687500 Penalty: 739.996033
	Iteration 44Q: 3 clusters Score -136328.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -136329.109375 Penalty: 739.996033
	Iteration 45Q: 3 clusters Score -136329.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -136330.578125 Penalty: 739.996033
	Iteration 46Q: 3 clusters Score -136330.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -136333.671875 Penalty: 739.996033
	Iteration 47Q: 3 clusters Score -136333.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -136336.156250 Penalty: 739.996033
	Iteration 48Q: 3 clusters Score -136336.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -136338.468750 Penalty: 739.996033
	Iteration 49Q: 3 clusters Score -136338.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -136340.046875 Penalty: 739.996033
	Iteration 50Q: 3 clusters Score -136340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -136342.937500 Penalty: 739.996033
	Iteration 51Q: 3 clusters Score -136342.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -136343.843750 Penalty: 739.996033
	Iteration 52Q: 3 clusters Score -136343.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -136343.765625 Penalty: 739.996033
	Iteration 53Q: 3 clusters Score -136343.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -136344.234375 Penalty: 739.996033
	Iteration 54Q: 3 clusters Score -136344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -136344.234375 Penalty: 739.996033
	Iteration 55F: 3 clusters Score -136344.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Entering Unmasked Estep 
Score: -86054.804688 Penalty: 349.321716
	Iteration 0F: 2 clusters Score -86054.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -84535.765625 Penalty: 698.643433
	Iteration 0F: 3 clusters Score -84535.77 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -84981.695312 Penalty: 698.643433
	Iteration 1F: 3 clusters Score -84981.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -85060.273438 Penalty: 698.643433
	Iteration 2F: 3 clusters Score -85060.27 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -85136.601562 Penalty: 698.643433
	Iteration 3F: 3 clusters Score -85136.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -85208.101562 Penalty: 698.643433
	Iteration 4F: 3 clusters Score -85208.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -85269.367188 Penalty: 698.643433
	Iteration 5F: 3 clusters Score -85269.37 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -85323.343750 Penalty: 698.643433
	Iteration 6Q: 3 clusters Score -85323.34 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -85366.117188 Penalty: 698.643433
	Iteration 7Q: 3 clusters Score -85366.12 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -85407.359375 Penalty: 698.643433
	Iteration 8Q: 3 clusters Score -85407.36 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -85446.960938 Penalty: 698.643433
	Iteration 9Q: 3 clusters Score -85446.96 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -85480.000000 Penalty: 698.643433
	Iteration 10Q: 3 clusters Score -85480 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -85515.289062 Penalty: 698.643433
	Iteration 11Q: 3 clusters Score -85515.29 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -85548.945312 Penalty: 698.643433
	Iteration 12Q: 3 clusters Score -85548.95 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -85586.656250 Penalty: 698.643433
	Iteration 13Q: 3 clusters Score -85586.66 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -85631.164062 Penalty: 698.643433
	Iteration 14Q: 3 clusters Score -85631.16 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85673.703125 Penalty: 698.643433
	Iteration 15Q: 3 clusters Score -85673.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -85713.617188 Penalty: 698.643433
	Iteration 16Q: 3 clusters Score -85713.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -85740.671875 Penalty: 698.643433
	Iteration 17Q: 3 clusters Score -85740.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -85759.312500 Penalty: 698.643433
	Iteration 18Q: 3 clusters Score -85759.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -85773.609375 Penalty: 698.643433
	Iteration 19Q: 3 clusters Score -85773.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -85784.265625 Penalty: 698.643433
	Iteration 20F: 3 clusters Score -85784.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -85790.765625 Penalty: 698.643433
	Iteration 21Q: 3 clusters Score -85790.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -85795.093750 Penalty: 698.643433
	Iteration 22Q: 3 clusters Score -85795.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -85799.765625 Penalty: 698.643433
	Iteration 23Q: 3 clusters Score -85799.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -85802.992188 Penalty: 698.643433
	Iteration 24Q: 3 clusters Score -85802.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -85806.234375 Penalty: 698.643433
	Iteration 25Q: 3 clusters Score -85806.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -85808.265625 Penalty: 698.643433
	Iteration 26Q: 3 clusters Score -85808.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -85808.570312 Penalty: 698.643433
	Iteration 27Q: 3 clusters Score -85808.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -85808.570312 Penalty: 698.643433
	Iteration 28F: 3 clusters Score -85808.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Entering Unmasked Estep 
Score: -245287.640625 Penalty: 397.290466
	Iteration 0F: 2 clusters Score -245287.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -241136.453125 Penalty: 794.580933
	Iteration 0F: 3 clusters Score -241136.5 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -242844.718750 Penalty: 794.580933
	Iteration 1F: 3 clusters Score -242844.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -243192.187500 Penalty: 794.580933
	Iteration 2F: 3 clusters Score -243192.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -243560.937500 Penalty: 794.580933
	Iteration 3F: 3 clusters Score -243560.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -243891.562500 Penalty: 794.580933
	Iteration 4F: 3 clusters Score -243891.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -244163.656250 Penalty: 794.580933
	Iteration 5F: 3 clusters Score -244163.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -244330.781250 Penalty: 794.580933
	Iteration 6Q: 3 clusters Score -244330.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -244450.296875 Penalty: 794.580933
	Iteration 7Q: 3 clusters Score -244450.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -244530.828125 Penalty: 794.580933
	Iteration 8Q: 3 clusters Score -244530.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -244599.609375 Penalty: 794.580933
	Iteration 9Q: 3 clusters Score -244599.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -244649.656250 Penalty: 794.580933
	Iteration 10Q: 3 clusters Score -244649.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -244684.500000 Penalty: 794.580933
	Iteration 11Q: 3 clusters Score -244684.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -244709.484375 Penalty: 794.580933
	Iteration 12Q: 3 clusters Score -244709.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -244729.828125 Penalty: 794.580933
	Iteration 13Q: 3 clusters Score -244729.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -244754.796875 Penalty: 794.580933
	Iteration 14Q: 3 clusters Score -244754.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -244776.156250 Penalty: 794.580933
	Iteration 15Q: 3 clusters Score -244776.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -244795.250000 Penalty: 794.580933
	Iteration 16Q: 3 clusters Score -244795.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -244812.984375 Penalty: 794.580933
	Iteration 17Q: 3 clusters Score -244813 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -244835.875000 Penalty: 794.580933
	Iteration 18Q: 3 clusters Score -244835.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -244863.359375 Penalty: 794.580933
	Iteration 19Q: 3 clusters Score -244863.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -244880.375000 Penalty: 794.580933
	Iteration 20F: 3 clusters Score -244880.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -244887.421875 Penalty: 794.580933
	Iteration 21Q: 3 clusters Score -244887.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -244894.093750 Penalty: 794.580933
	Iteration 22Q: 3 clusters Score -244894.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -244899.203125 Penalty: 794.580933
	Iteration 23Q: 3 clusters Score -244899.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -244904.250000 Penalty: 794.580933
	Iteration 24Q: 3 clusters Score -244904.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -244911.437500 Penalty: 794.580933
	Iteration 25Q: 3 clusters Score -244911.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -244916.390625 Penalty: 794.580933
	Iteration 26Q: 3 clusters Score -244916.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -244919.531250 Penalty: 794.580933
	Iteration 27Q: 3 clusters Score -244919.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -244925.171875 Penalty: 794.580933
	Iteration 28Q: 3 clusters Score -244925.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -244929.953125 Penalty: 794.580933
	Iteration 29Q: 3 clusters Score -244930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -244935.062500 Penalty: 794.580933
	Iteration 30Q: 3 clusters Score -244935.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -244938.187500 Penalty: 794.580933
	Iteration 31Q: 3 clusters Score -244938.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -244941.062500 Penalty: 794.580933
	Iteration 32Q: 3 clusters Score -244941.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -244942.734375 Penalty: 794.580933
	Iteration 33Q: 3 clusters Score -244942.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -244944.140625 Penalty: 794.580933
	Iteration 34Q: 3 clusters Score -244944.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -244944.687500 Penalty: 794.580933
	Iteration 35Q: 3 clusters Score -244944.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -244944.687500 Penalty: 794.580933
	Iteration 36F: 3 clusters Score -244944.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Entering Unmasked Estep 
Score: -47428.019531 Penalty: 331.365631
	Iteration 0F: 2 clusters Score -47428.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -46348.437500 Penalty: 662.731262
	Iteration 0F: 3 clusters Score -46348.44 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -47020.003906 Penalty: 662.731262
	Iteration 1F: 3 clusters Score -47020 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -47281.070312 Penalty: 662.731262
	Iteration 2F: 3 clusters Score -47281.07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -47481.203125 Penalty: 662.731262
	Iteration 3F: 3 clusters Score -47481.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47586.726562 Penalty: 662.731262
	Iteration 4Q: 3 clusters Score -47586.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47647.699219 Penalty: 662.731262
	Iteration 5Q: 3 clusters Score -47647.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47663.832031 Penalty: 662.731262
	Iteration 6Q: 3 clusters Score -47663.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47673.121094 Penalty: 662.731262
	Iteration 7Q: 3 clusters Score -47673.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47675.601562 Penalty: 662.731262
	Iteration 8Q: 3 clusters Score -47675.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47676.167969 Penalty: 662.731262
	Iteration 9Q: 3 clusters Score -47676.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47677.402344 Penalty: 662.731262
	Iteration 10Q: 3 clusters Score -47677.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47677.402344 Penalty: 662.731262
	Iteration 11F: 3 clusters Score -47677.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1207 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 4759 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 222544 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3685 members 
Mstep: Class 14 contains 15154 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 282941 members 
Mstep: Class 17 contains 58403 members 
Mstep: Class 18 contains 4728 members 
Mstep: Class 19 contains 26313 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1893 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2555 members 
Mstep: Class 28 contains 4978 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 1089 members 
Mstep: Class 31 contains 1234 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1155 members 
Mstep: Class 34 contains 6548 members 
Mstep: Class 35 contains 1431 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2573 members 
Mstep: Class 38 contains 26706 members 
Mstep: Class 39 contains 744 members 
Mstep: Class 40 contains 248 members 
Entering Unmasked Estep 
Score: -28355984.000000 Penalty: 24571.453125
Splitting cluster 6 changes total score from -28355954.000000 to -28355984.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 7 (1726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Entering Unmasked Estep 
Score: -60505.023438 Penalty: 339.137054
	Iteration 0F: 2 clusters Score -60505.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -59259.414062 Penalty: 678.274109
	Iteration 0F: 3 clusters Score -59259.41 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -59824.847656 Penalty: 678.274109
	Iteration 1F: 3 clusters Score -59824.85 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -59959.554688 Penalty: 678.274109
	Iteration 2F: 3 clusters Score -59959.55 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -60019.394531 Penalty: 678.274109
	Iteration 3F: 3 clusters Score -60019.39 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -60051.203125 Penalty: 678.274109
	Iteration 4Q: 3 clusters Score -60051.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -60073.472656 Penalty: 678.274109
	Iteration 5Q: 3 clusters Score -60073.47 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -60086.734375 Penalty: 678.274109
	Iteration 6Q: 3 clusters Score -60086.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -60100.066406 Penalty: 678.274109
	Iteration 7Q: 3 clusters Score -60100.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -60111.976562 Penalty: 678.274109
	Iteration 8Q: 3 clusters Score -60111.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -60121.789062 Penalty: 678.274109
	Iteration 9Q: 3 clusters Score -60121.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -60130.789062 Penalty: 678.274109
	Iteration 10Q: 3 clusters Score -60130.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -60141.164062 Penalty: 678.274109
	Iteration 11Q: 3 clusters Score -60141.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -60147.105469 Penalty: 678.274109
	Iteration 12Q: 3 clusters Score -60147.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -60152.578125 Penalty: 678.274109
	Iteration 13Q: 3 clusters Score -60152.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -60156.027344 Penalty: 678.274109
	Iteration 14Q: 3 clusters Score -60156.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -60160.367188 Penalty: 678.274109
	Iteration 15Q: 3 clusters Score -60160.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -60165.332031 Penalty: 678.274109
	Iteration 16Q: 3 clusters Score -60165.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -60168.394531 Penalty: 678.274109
	Iteration 17Q: 3 clusters Score -60168.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -60172.066406 Penalty: 678.274109
	Iteration 18Q: 3 clusters Score -60172.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -60174.609375 Penalty: 678.274109
	Iteration 19Q: 3 clusters Score -60174.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -60178.085938 Penalty: 678.274109
	Iteration 20F: 3 clusters Score -60178.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -60182.535156 Penalty: 678.274109
	Iteration 21Q: 3 clusters Score -60182.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -60190.820312 Penalty: 678.274109
	Iteration 22Q: 3 clusters Score -60190.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -60196.449219 Penalty: 678.274109
	Iteration 23Q: 3 clusters Score -60196.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -60201.152344 Penalty: 678.274109
	Iteration 24Q: 3 clusters Score -60201.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -60203.824219 Penalty: 678.274109
	Iteration 25Q: 3 clusters Score -60203.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -60205.636719 Penalty: 678.274109
	Iteration 26Q: 3 clusters Score -60205.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -60206.492188 Penalty: 678.274109
	Iteration 27Q: 3 clusters Score -60206.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -60207.375000 Penalty: 678.274109
	Iteration 28Q: 3 clusters Score -60207.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -60210.699219 Penalty: 678.274109
	Iteration 29Q: 3 clusters Score -60210.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -60216.460938 Penalty: 678.274109
	Iteration 30Q: 3 clusters Score -60216.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -60219.062500 Penalty: 678.274109
	Iteration 31Q: 3 clusters Score -60219.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -60221.664062 Penalty: 678.274109
	Iteration 32Q: 3 clusters Score -60221.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -60223.996094 Penalty: 678.274109
	Iteration 33Q: 3 clusters Score -60224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -60224.894531 Penalty: 678.274109
	Iteration 34Q: 3 clusters Score -60224.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -60225.148438 Penalty: 678.274109
	Iteration 35Q: 3 clusters Score -60225.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -60225.167969 Penalty: 678.274109
	Iteration 36Q: 3 clusters Score -60225.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -60225.167969 Penalty: 678.274109
	Iteration 37F: 3 clusters Score -60225.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Entering Unmasked Estep 
Score: -64917.335938 Penalty: 341.948181
	Iteration 0F: 2 clusters Score -64917.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -63598.601562 Penalty: 683.896362
	Iteration 0F: 3 clusters Score -63598.6 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -64072.507812 Penalty: 683.896362
	Iteration 1F: 3 clusters Score -64072.51 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -64230.562500 Penalty: 683.896362
	Iteration 2F: 3 clusters Score -64230.56 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -64360.851562 Penalty: 683.896362
	Iteration 3F: 3 clusters Score -64360.85 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -64467.531250 Penalty: 683.896362
	Iteration 4F: 3 clusters Score -64467.53 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -64561.871094 Penalty: 683.896362
	Iteration 5F: 3 clusters Score -64561.87 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -64647.796875 Penalty: 683.896362
	Iteration 6Q: 3 clusters Score -64647.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -64725.468750 Penalty: 683.896362
	Iteration 7Q: 3 clusters Score -64725.47 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -64818.039062 Penalty: 683.896362
	Iteration 8Q: 3 clusters Score -64818.04 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -64921.683594 Penalty: 683.896362
	Iteration 9Q: 3 clusters Score -64921.68 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -64970.726562 Penalty: 683.896362
	Iteration 10Q: 3 clusters Score -64970.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -64993.625000 Penalty: 683.896362
	Iteration 11Q: 3 clusters Score -64993.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -65015.074219 Penalty: 683.896362
	Iteration 12Q: 3 clusters Score -65015.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -65026.093750 Penalty: 683.896362
	Iteration 13Q: 3 clusters Score -65026.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -65031.972656 Penalty: 683.896362
	Iteration 14Q: 3 clusters Score -65031.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -65038.492188 Penalty: 683.896362
	Iteration 15Q: 3 clusters Score -65038.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -65045.585938 Penalty: 683.896362
	Iteration 16Q: 3 clusters Score -65045.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -65053.152344 Penalty: 683.896362
	Iteration 17Q: 3 clusters Score -65053.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -65059.000000 Penalty: 683.896362
	Iteration 18Q: 3 clusters Score -65059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -65063.332031 Penalty: 683.896362
	Iteration 19Q: 3 clusters Score -65063.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -65065.710938 Penalty: 683.896362
	Iteration 20F: 3 clusters Score -65065.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -65068.992188 Penalty: 683.896362
	Iteration 21Q: 3 clusters Score -65068.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -65071.875000 Penalty: 683.896362
	Iteration 22Q: 3 clusters Score -65071.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -65072.863281 Penalty: 683.896362
	Iteration 23Q: 3 clusters Score -65072.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -65074.488281 Penalty: 683.896362
	Iteration 24Q: 3 clusters Score -65074.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -65076.406250 Penalty: 683.896362
	Iteration 25Q: 3 clusters Score -65076.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -65077.335938 Penalty: 683.896362
	Iteration 26Q: 3 clusters Score -65077.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -65079.734375 Penalty: 683.896362
	Iteration 27Q: 3 clusters Score -65079.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -65080.628906 Penalty: 683.896362
	Iteration 28Q: 3 clusters Score -65080.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -65081.718750 Penalty: 683.896362
	Iteration 29Q: 3 clusters Score -65081.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -65082.832031 Penalty: 683.896362
	Iteration 30Q: 3 clusters Score -65082.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -65083.769531 Penalty: 683.896362
	Iteration 31Q: 3 clusters Score -65083.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -65085.082031 Penalty: 683.896362
	Iteration 32Q: 3 clusters Score -65085.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -65085.082031 Penalty: 683.896362
	Iteration 33F: 3 clusters Score -65085.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1207 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 4759 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 222544 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3685 members 
Mstep: Class 14 contains 15154 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 282941 members 
Mstep: Class 17 contains 58403 members 
Mstep: Class 18 contains 4728 members 
Mstep: Class 19 contains 26313 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1893 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2555 members 
Mstep: Class 28 contains 4978 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 1089 members 
Mstep: Class 31 contains 1234 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1155 members 
Mstep: Class 34 contains 6548 members 
Mstep: Class 35 contains 1431 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2573 members 
Mstep: Class 38 contains 26706 members 
Mstep: Class 39 contains 744 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 1236 members 
Entering Unmasked Estep 
Score: -28355904.000000 Penalty: 25185.738281
Splitting cluster 8 changes total score from -28355954.000000 to -28355904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (4759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Entering Unmasked Estep 
Score: -187937.890625 Penalty: 385.284546
	Iteration 0F: 2 clusters Score -187937.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -184660.437500 Penalty: 770.569092
	Iteration 0F: 3 clusters Score -184660.4 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -185948.203125 Penalty: 770.569092
	Iteration 1F: 3 clusters Score -185948.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -186213.265625 Penalty: 770.569092
	Iteration 2F: 3 clusters Score -186213.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -186494.109375 Penalty: 770.569092
	Iteration 3F: 3 clusters Score -186494.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -186735.093750 Penalty: 770.569092
	Iteration 4F: 3 clusters Score -186735.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -186940.562500 Penalty: 770.569092
	Iteration 5F: 3 clusters Score -186940.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -187073.921875 Penalty: 770.569092
	Iteration 6Q: 3 clusters Score -187073.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -187186.500000 Penalty: 770.569092
	Iteration 7Q: 3 clusters Score -187186.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -187268.703125 Penalty: 770.569092
	Iteration 8Q: 3 clusters Score -187268.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -187345.125000 Penalty: 770.569092
	Iteration 9Q: 3 clusters Score -187345.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -187404.125000 Penalty: 770.569092
	Iteration 10Q: 3 clusters Score -187404.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -187434.812500 Penalty: 770.569092
	Iteration 11Q: 3 clusters Score -187434.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -187460.156250 Penalty: 770.569092
	Iteration 12Q: 3 clusters Score -187460.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -187492.375000 Penalty: 770.569092
	Iteration 13Q: 3 clusters Score -187492.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -187522.843750 Penalty: 770.569092
	Iteration 14Q: 3 clusters Score -187522.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -187538.796875 Penalty: 770.569092
	Iteration 15Q: 3 clusters Score -187538.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -187544.609375 Penalty: 770.569092
	Iteration 16Q: 3 clusters Score -187544.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -187547.718750 Penalty: 770.569092
	Iteration 17Q: 3 clusters Score -187547.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -187550.531250 Penalty: 770.569092
	Iteration 18Q: 3 clusters Score -187550.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -187551.625000 Penalty: 770.569092
	Iteration 19Q: 3 clusters Score -187551.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -187551.671875 Penalty: 770.569092
	Iteration 20F: 3 clusters Score -187551.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -187551.937500 Penalty: 770.569092
	Iteration 21Q: 3 clusters Score -187551.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -187552.187500 Penalty: 770.569092
	Iteration 22Q: 3 clusters Score -187552.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -187552.187500 Penalty: 770.569092
	Iteration 23F: 3 clusters Score -187552.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -95862.843750 Penalty: 351.321381
	Iteration 0F: 2 clusters Score -95862.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -94277.023438 Penalty: 702.642761
	Iteration 0F: 3 clusters Score -94277.02 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -94807.250000 Penalty: 702.642761
	Iteration 1F: 3 clusters Score -94807.25 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -94873.937500 Penalty: 702.642761
	Iteration 2F: 3 clusters Score -94873.94 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -94932.679688 Penalty: 702.642761
	Iteration 3F: 3 clusters Score -94932.68 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -94998.593750 Penalty: 702.642761
	Iteration 4F: 3 clusters Score -94998.59 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -95086.484375 Penalty: 702.642761
	Iteration 5F: 3 clusters Score -95086.48 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -95196.828125 Penalty: 702.642761
	Iteration 6F: 3 clusters Score -95196.83 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -95279.273438 Penalty: 702.642761
	Iteration 7Q: 3 clusters Score -95279.27 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -95334.953125 Penalty: 702.642761
	Iteration 8Q: 3 clusters Score -95334.95 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -95368.875000 Penalty: 702.642761
	Iteration 9Q: 3 clusters Score -95368.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -95391.421875 Penalty: 702.642761
	Iteration 10Q: 3 clusters Score -95391.42 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -95406.234375 Penalty: 702.642761
	Iteration 11Q: 3 clusters Score -95406.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -95417.437500 Penalty: 702.642761
	Iteration 12Q: 3 clusters Score -95417.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -95423.414062 Penalty: 702.642761
	Iteration 13Q: 3 clusters Score -95423.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -95430.406250 Penalty: 702.642761
	Iteration 14Q: 3 clusters Score -95430.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -95438.437500 Penalty: 702.642761
	Iteration 15Q: 3 clusters Score -95438.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -95445.968750 Penalty: 702.642761
	Iteration 16Q: 3 clusters Score -95445.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -95452.289062 Penalty: 702.642761
	Iteration 17Q: 3 clusters Score -95452.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -95458.515625 Penalty: 702.642761
	Iteration 18Q: 3 clusters Score -95458.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -95465.718750 Penalty: 702.642761
	Iteration 19Q: 3 clusters Score -95465.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -95470.679688 Penalty: 702.642761
	Iteration 20F: 3 clusters Score -95470.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -95475.585938 Penalty: 702.642761
	Iteration 21Q: 3 clusters Score -95475.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -95481.781250 Penalty: 702.642761
	Iteration 22Q: 3 clusters Score -95481.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -95490.320312 Penalty: 702.642761
	Iteration 23Q: 3 clusters Score -95490.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -95497.953125 Penalty: 702.642761
	Iteration 24Q: 3 clusters Score -95497.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -95511.632812 Penalty: 702.642761
	Iteration 25Q: 3 clusters Score -95511.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -95519.507812 Penalty: 702.642761
	Iteration 26Q: 3 clusters Score -95519.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -95533.171875 Penalty: 702.642761
	Iteration 27Q: 3 clusters Score -95533.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -95540.414062 Penalty: 702.642761
	Iteration 28Q: 3 clusters Score -95540.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -95543.937500 Penalty: 702.642761
	Iteration 29Q: 3 clusters Score -95543.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -95546.812500 Penalty: 702.642761
	Iteration 30Q: 3 clusters Score -95546.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -95548.703125 Penalty: 702.642761
	Iteration 31Q: 3 clusters Score -95548.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -95549.687500 Penalty: 702.642761
	Iteration 32Q: 3 clusters Score -95549.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -95550.031250 Penalty: 702.642761
	Iteration 33Q: 3 clusters Score -95550.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -95550.554688 Penalty: 702.642761
	Iteration 34Q: 3 clusters Score -95550.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -95551.593750 Penalty: 702.642761
	Iteration 35Q: 3 clusters Score -95551.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -95551.828125 Penalty: 702.642761
	Iteration 36Q: 3 clusters Score -95551.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -95552.406250 Penalty: 702.642761
	Iteration 37Q: 3 clusters Score -95552.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -95553.015625 Penalty: 702.642761
	Iteration 38Q: 3 clusters Score -95553.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -95554.250000 Penalty: 702.642761
	Iteration 39Q: 3 clusters Score -95554.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -95554.640625 Penalty: 702.642761
	Iteration 40F: 3 clusters Score -95554.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -95555.390625 Penalty: 702.642761
	Iteration 41Q: 3 clusters Score -95555.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -95556.148438 Penalty: 702.642761
	Iteration 42Q: 3 clusters Score -95556.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -95557.437500 Penalty: 702.642761
	Iteration 43Q: 3 clusters Score -95557.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -95558.671875 Penalty: 702.642761
	Iteration 44Q: 3 clusters Score -95558.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -95559.593750 Penalty: 702.642761
	Iteration 45Q: 3 clusters Score -95559.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -95559.875000 Penalty: 702.642761
	Iteration 46Q: 3 clusters Score -95559.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -95560.429688 Penalty: 702.642761
	Iteration 47Q: 3 clusters Score -95560.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -95560.429688 Penalty: 702.642761
	Iteration 48F: 3 clusters Score -95560.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (222544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222544 members 
Entering Unmasked Estep 
Score: -9145202.000000 Penalty: 560.236084
	Iteration 0F: 2 clusters Score -9145202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111171 members 
Mstep: Class 2 contains 111373 members 
Entering Unmasked Estep 
Score: -8994128.000000 Penalty: 1120.472168
	Iteration 0F: 3 clusters Score -8994128 nChanged 109739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106642 members 
Mstep: Class 2 contains 115902 members 
Entering Unmasked Estep 
Score: -9066014.000000 Penalty: 1120.472168
	Iteration 1F: 3 clusters Score -9066014 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104663 members 
Mstep: Class 2 contains 117881 members 
Entering Unmasked Estep 
Score: -9071968.000000 Penalty: 1120.472168
	Iteration 2F: 3 clusters Score -9071968 nChanged 13323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101644 members 
Mstep: Class 2 contains 120900 members 
Entering Unmasked Estep 
Score: -9080958.000000 Penalty: 1120.472168
	Iteration 3F: 3 clusters Score -9080958 nChanged 14845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97863 members 
Mstep: Class 2 contains 124681 members 
Entering Unmasked Estep 
Score: -9092460.000000 Penalty: 1120.472168
	Iteration 4F: 3 clusters Score -9092460 nChanged 14590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93883 members 
Mstep: Class 2 contains 128661 members 
Entering Unmasked Estep 
Score: -9102508.000000 Penalty: 1120.472168
	Iteration 5F: 3 clusters Score -9102508 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 132299 members 
Entering Unmasked Estep 
Score: -9107765.000000 Penalty: 1120.472168
	Iteration 6F: 3 clusters Score -9107765 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86888 members 
Mstep: Class 2 contains 135656 members 
Entering Unmasked Estep 
Score: -9109955.000000 Penalty: 1120.472168
	Iteration 7Q: 3 clusters Score -9109955 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83567 members 
Mstep: Class 2 contains 138977 members 
Entering Unmasked Estep 
Score: -9110995.000000 Penalty: 1120.472168
	Iteration 8Q: 3 clusters Score -9110995 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80123 members 
Mstep: Class 2 contains 142421 members 
Entering Unmasked Estep 
Score: -9111921.000000 Penalty: 1120.472168
	Iteration 9Q: 3 clusters Score -9111921 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76524 members 
Mstep: Class 2 contains 146020 members 
Entering Unmasked Estep 
Score: -9112913.000000 Penalty: 1120.472168
	Iteration 10Q: 3 clusters Score -9112913 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72731 members 
Mstep: Class 2 contains 149813 members 
Entering Unmasked Estep 
Score: -9113978.000000 Penalty: 1120.472168
	Iteration 11Q: 3 clusters Score -9113978 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68640 members 
Mstep: Class 2 contains 153904 members 
Entering Unmasked Estep 
Score: -9115250.000000 Penalty: 1120.472168
	Iteration 12Q: 3 clusters Score -9115250 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 158184 members 
Entering Unmasked Estep 
Score: -9116736.000000 Penalty: 1120.472168
	Iteration 13Q: 3 clusters Score -9116736 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 162596 members 
Entering Unmasked Estep 
Score: -9118347.000000 Penalty: 1120.472168
	Iteration 14Q: 3 clusters Score -9118347 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 167124 members 
Entering Unmasked Estep 
Score: -9119867.000000 Penalty: 1120.472168
	Iteration 15Q: 3 clusters Score -9119867 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 171652 members 
Entering Unmasked Estep 
Score: -9121644.000000 Penalty: 1120.472168
	Iteration 16Q: 3 clusters Score -9121644 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 176206 members 
Entering Unmasked Estep 
Score: -9123528.000000 Penalty: 1120.472168
	Iteration 17Q: 3 clusters Score -9123528 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 180795 members 
Entering Unmasked Estep 
Score: -9125464.000000 Penalty: 1120.472168
	Iteration 18Q: 3 clusters Score -9125464 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 185322 members 
Entering Unmasked Estep 
Score: -9127436.000000 Penalty: 1120.472168
	Iteration 19Q: 3 clusters Score -9127436 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 189761 members 
Entering Unmasked Estep 
Score: -9129624.000000 Penalty: 1120.472168
	Iteration 20F: 3 clusters Score -9129624 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 194016 members 
Entering Unmasked Estep 
Score: -9131662.000000 Penalty: 1120.472168
	Iteration 21Q: 3 clusters Score -9131662 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 198034 members 
Entering Unmasked Estep 
Score: -9133642.000000 Penalty: 1120.472168
	Iteration 22Q: 3 clusters Score -9133642 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 201791 members 
Entering Unmasked Estep 
Score: -9135566.000000 Penalty: 1120.472168
	Iteration 23Q: 3 clusters Score -9135566 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 205235 members 
Entering Unmasked Estep 
Score: -9137489.000000 Penalty: 1120.472168
	Iteration 24Q: 3 clusters Score -9137489 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 208239 members 
Entering Unmasked Estep 
Score: -9139175.000000 Penalty: 1120.472168
	Iteration 25Q: 3 clusters Score -9139175 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 210912 members 
Entering Unmasked Estep 
Score: -9140788.000000 Penalty: 1120.472168
	Iteration 26Q: 3 clusters Score -9140788 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 213204 members 
Entering Unmasked Estep 
Score: -9142049.000000 Penalty: 1120.472168
	Iteration 27Q: 3 clusters Score -9142049 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 214969 members 
Entering Unmasked Estep 
Score: -9143096.000000 Penalty: 1120.472168
	Iteration 28Q: 3 clusters Score -9143096 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 216352 members 
Entering Unmasked Estep 
Score: -9143941.000000 Penalty: 1120.472168
	Iteration 29Q: 3 clusters Score -9143941 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 217435 members 
Entering Unmasked Estep 
Score: -9144473.000000 Penalty: 1120.472168
	Iteration 30Q: 3 clusters Score -9144473 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 218229 members 
Entering Unmasked Estep 
Score: -9144845.000000 Penalty: 1120.472168
	Iteration 31Q: 3 clusters Score -9144845 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 218763 members 
Entering Unmasked Estep 
Score: -9145093.000000 Penalty: 1120.472168
	Iteration 32Q: 3 clusters Score -9145093 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 219164 members 
Entering Unmasked Estep 
Score: -9145242.000000 Penalty: 1120.472168
	Iteration 33Q: 3 clusters Score -9145242 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 219459 members 
Entering Unmasked Estep 
Score: -9145336.000000 Penalty: 1120.472168
	Iteration 34Q: 3 clusters Score -9145336 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 219696 members 
Entering Unmasked Estep 
Score: -9145382.000000 Penalty: 1120.472168
	Iteration 35Q: 3 clusters Score -9145382 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 219888 members 
Entering Unmasked Estep 
Score: -9145421.000000 Penalty: 1120.472168
	Iteration 36Q: 3 clusters Score -9145421 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 220048 members 
Entering Unmasked Estep 
Score: -9145429.000000 Penalty: 1120.472168
	Iteration 37Q: 3 clusters Score -9145429 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 220169 members 
Entering Unmasked Estep 
Score: -9145455.000000 Penalty: 1120.472168
	Iteration 38Q: 3 clusters Score -9145455 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 220250 members 
Entering Unmasked Estep 
Score: -9145477.000000 Penalty: 1120.472168
	Iteration 39Q: 3 clusters Score -9145477 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 220313 members 
Entering Unmasked Estep 
Score: -9145453.000000 Penalty: 1120.472168
	Iteration 40F: 3 clusters Score -9145453 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 220371 members 
Entering Unmasked Estep 
Score: -9145456.000000 Penalty: 1120.472168
	Iteration 41Q: 3 clusters Score -9145456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 220415 members 
Entering Unmasked Estep 
Score: -9145470.000000 Penalty: 1120.472168
	Iteration 42Q: 3 clusters Score -9145470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 220440 members 
Entering Unmasked Estep 
Score: -9145474.000000 Penalty: 1120.472168
	Iteration 43Q: 3 clusters Score -9145474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 220463 members 
Entering Unmasked Estep 
Score: -9145471.000000 Penalty: 1120.472168
	Iteration 44Q: 3 clusters Score -9145471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 220486 members 
Entering Unmasked Estep 
Score: -9145467.000000 Penalty: 1120.472168
	Iteration 45Q: 3 clusters Score -9145467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 220504 members 
Entering Unmasked Estep 
Score: -9145467.000000 Penalty: 1120.472168
	Iteration 46Q: 3 clusters Score -9145467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 220517 members 
Entering Unmasked Estep 
Score: -9145474.000000 Penalty: 1120.472168
	Iteration 47Q: 3 clusters Score -9145474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 220528 members 
Entering Unmasked Estep 
Score: -9145472.000000 Penalty: 1120.472168
	Iteration 48Q: 3 clusters Score -9145472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 220538 members 
Entering Unmasked Estep 
Score: -9145485.000000 Penalty: 1120.472168
	Iteration 49Q: 3 clusters Score -9145485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 220543 members 
Entering Unmasked Estep 
Score: -9145488.000000 Penalty: 1120.472168
	Iteration 50Q: 3 clusters Score -9145488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 220547 members 
Entering Unmasked Estep 
Score: -9145490.000000 Penalty: 1120.472168
	Iteration 51Q: 3 clusters Score -9145490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 220548 members 
Entering Unmasked Estep 
Score: -9145484.000000 Penalty: 1120.472168
	Iteration 52Q: 3 clusters Score -9145484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 220549 members 
Entering Unmasked Estep 
Score: -9145487.000000 Penalty: 1120.472168
	Iteration 53Q: 3 clusters Score -9145487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 220549 members 
Entering Unmasked Estep 
Score: -9145487.000000 Penalty: 1120.472168
	Iteration 54F: 3 clusters Score -9145487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1207 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 4759 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 1995 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3685 members 
Mstep: Class 14 contains 15154 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 282941 members 
Mstep: Class 17 contains 58403 members 
Mstep: Class 18 contains 4728 members 
Mstep: Class 19 contains 26313 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1893 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2555 members 
Mstep: Class 28 contains 4978 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 1089 members 
Mstep: Class 31 contains 1234 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1155 members 
Mstep: Class 34 contains 6548 members 
Mstep: Class 35 contains 1431 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2573 members 
Mstep: Class 38 contains 26706 members 
Mstep: Class 39 contains 744 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 220549 members 
Entering Unmasked Estep 
Score: -28356444.000000 Penalty: 25185.738281
Splitting cluster 11 changes total score from -28355954.000000 to -28356444.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 12 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -6444.918945 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -6444.919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6165.299805 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -6165.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6239.886719 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -6239.887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6246.166504 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -6246.167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6250.164551 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -6250.165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6257.378418 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -6257.378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6274.135254 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -6274.135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6282.315918 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -6282.316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6294.720703 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -6294.721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6295.802246 Penalty: 497.593475
	Iteration 8Q: 3 clusters Score -6295.802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6297.623535 Penalty: 497.593475
	Iteration 9Q: 3 clusters Score -6297.624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6298.622070 Penalty: 497.593475
	Iteration 10Q: 3 clusters Score -6298.622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6298.622070 Penalty: 497.593475
	Iteration 11F: 3 clusters Score -6298.622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Entering Unmasked Estep 
Score: -142542.687500 Penalty: 373.647156
	Iteration 0F: 2 clusters Score -142542.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -139980.375000 Penalty: 747.294312
	Iteration 0F: 3 clusters Score -139980.4 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -140991.625000 Penalty: 747.294312
	Iteration 1F: 3 clusters Score -140991.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -141202.031250 Penalty: 747.294312
	Iteration 2F: 3 clusters Score -141202 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -141360.031250 Penalty: 747.294312
	Iteration 3F: 3 clusters Score -141360 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -141453.921875 Penalty: 747.294312
	Iteration 4Q: 3 clusters Score -141453.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -141548.734375 Penalty: 747.294312
	Iteration 5Q: 3 clusters Score -141548.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -141647.718750 Penalty: 747.294312
	Iteration 6Q: 3 clusters Score -141647.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -141732.781250 Penalty: 747.294312
	Iteration 7Q: 3 clusters Score -141732.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -141793.843750 Penalty: 747.294312
	Iteration 8Q: 3 clusters Score -141793.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -141832.453125 Penalty: 747.294312
	Iteration 9Q: 3 clusters Score -141832.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -141861.468750 Penalty: 747.294312
	Iteration 10Q: 3 clusters Score -141861.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -141887.375000 Penalty: 747.294312
	Iteration 11Q: 3 clusters Score -141887.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -141905.828125 Penalty: 747.294312
	Iteration 12Q: 3 clusters Score -141905.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -141919.609375 Penalty: 747.294312
	Iteration 13Q: 3 clusters Score -141919.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -141930.609375 Penalty: 747.294312
	Iteration 14Q: 3 clusters Score -141930.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -141943.703125 Penalty: 747.294312
	Iteration 15Q: 3 clusters Score -141943.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -141953.609375 Penalty: 747.294312
	Iteration 16Q: 3 clusters Score -141953.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -141963.937500 Penalty: 747.294312
	Iteration 17Q: 3 clusters Score -141963.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -141970.921875 Penalty: 747.294312
	Iteration 18Q: 3 clusters Score -141970.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -141979.281250 Penalty: 747.294312
	Iteration 19Q: 3 clusters Score -141979.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -141987.343750 Penalty: 747.294312
	Iteration 20F: 3 clusters Score -141987.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -141995.875000 Penalty: 747.294312
	Iteration 21Q: 3 clusters Score -141995.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -142005.468750 Penalty: 747.294312
	Iteration 22Q: 3 clusters Score -142005.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -142010.140625 Penalty: 747.294312
	Iteration 23Q: 3 clusters Score -142010.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -142013.484375 Penalty: 747.294312
	Iteration 24Q: 3 clusters Score -142013.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -142017.218750 Penalty: 747.294312
	Iteration 25Q: 3 clusters Score -142017.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -142021.484375 Penalty: 747.294312
	Iteration 26Q: 3 clusters Score -142021.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -142026.593750 Penalty: 747.294312
	Iteration 27Q: 3 clusters Score -142026.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -142031.156250 Penalty: 747.294312
	Iteration 28Q: 3 clusters Score -142031.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -142035.421875 Penalty: 747.294312
	Iteration 29Q: 3 clusters Score -142035.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -142041.609375 Penalty: 747.294312
	Iteration 30Q: 3 clusters Score -142041.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -142047.718750 Penalty: 747.294312
	Iteration 31Q: 3 clusters Score -142047.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -142053.140625 Penalty: 747.294312
	Iteration 32Q: 3 clusters Score -142053.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -142059.015625 Penalty: 747.294312
	Iteration 33Q: 3 clusters Score -142059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -142064.656250 Penalty: 747.294312
	Iteration 34Q: 3 clusters Score -142064.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -142067.484375 Penalty: 747.294312
	Iteration 35Q: 3 clusters Score -142067.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -142070.453125 Penalty: 747.294312
	Iteration 36Q: 3 clusters Score -142070.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -142072.859375 Penalty: 747.294312
	Iteration 37Q: 3 clusters Score -142072.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -142074.546875 Penalty: 747.294312
	Iteration 38Q: 3 clusters Score -142074.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -142075.562500 Penalty: 747.294312
	Iteration 39Q: 3 clusters Score -142075.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -142076.265625 Penalty: 747.294312
	Iteration 40F: 3 clusters Score -142076.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -142076.281250 Penalty: 747.294312
	Iteration 41Q: 3 clusters Score -142076.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -142076.312500 Penalty: 747.294312
	Iteration 42Q: 3 clusters Score -142076.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -142076.906250 Penalty: 747.294312
	Iteration 43Q: 3 clusters Score -142076.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -142077.078125 Penalty: 747.294312
	Iteration 44Q: 3 clusters Score -142077.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -142077.625000 Penalty: 747.294312
	Iteration 45Q: 3 clusters Score -142077.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -142078.625000 Penalty: 747.294312
	Iteration 46Q: 3 clusters Score -142078.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -142079.421875 Penalty: 747.294312
	Iteration 47Q: 3 clusters Score -142079.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -142080.625000 Penalty: 747.294312
	Iteration 48Q: 3 clusters Score -142080.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -142081.906250 Penalty: 747.294312
	Iteration 49Q: 3 clusters Score -142081.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -142083.359375 Penalty: 747.294312
	Iteration 50Q: 3 clusters Score -142083.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -142084.984375 Penalty: 747.294312
	Iteration 51Q: 3 clusters Score -142085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -142085.750000 Penalty: 747.294312
	Iteration 52Q: 3 clusters Score -142085.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -142086.312500 Penalty: 747.294312
	Iteration 53Q: 3 clusters Score -142086.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -142086.562500 Penalty: 747.294312
	Iteration 54Q: 3 clusters Score -142086.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -142086.375000 Penalty: 747.294312
	Iteration 55Q: 3 clusters Score -142086.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -142086.906250 Penalty: 747.294312
	Iteration 56Q: 3 clusters Score -142086.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -142087.406250 Penalty: 747.294312
	Iteration 57Q: 3 clusters Score -142087.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -142088.312500 Penalty: 747.294312
	Iteration 58Q: 3 clusters Score -142088.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -142089.875000 Penalty: 747.294312
	Iteration 59Q: 3 clusters Score -142089.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -142090.656250 Penalty: 747.294312
	Iteration 60F: 3 clusters Score -142090.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -142091.031250 Penalty: 747.294312
	Iteration 61Q: 3 clusters Score -142091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -142092.015625 Penalty: 747.294312
	Iteration 62Q: 3 clusters Score -142092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -142092.343750 Penalty: 747.294312
	Iteration 63Q: 3 clusters Score -142092.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -142092.734375 Penalty: 747.294312
	Iteration 64Q: 3 clusters Score -142092.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -142093.109375 Penalty: 747.294312
	Iteration 65Q: 3 clusters Score -142093.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -142093.359375 Penalty: 747.294312
	Iteration 66Q: 3 clusters Score -142093.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -142093.359375 Penalty: 747.294312
	Iteration 67F: 3 clusters Score -142093.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Entering Unmasked Estep 
Score: -608814.750000 Penalty: 437.983887
	Iteration 0F: 2 clusters Score -608814.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -598678.875000 Penalty: 875.967773
	Iteration 0F: 3 clusters Score -598678.9 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -602907.937500 Penalty: 875.967773
	Iteration 1F: 3 clusters Score -602907.9 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -603278.687500 Penalty: 875.967773
	Iteration 2F: 3 clusters Score -603278.7 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -603775.250000 Penalty: 875.967773
	Iteration 3F: 3 clusters Score -603775.2 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -604388.625000 Penalty: 875.967773
	Iteration 4F: 3 clusters Score -604388.6 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -605105.750000 Penalty: 875.967773
	Iteration 5F: 3 clusters Score -605105.8 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -605699.187500 Penalty: 875.967773
	Iteration 6F: 3 clusters Score -605699.2 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -606002.125000 Penalty: 875.967773
	Iteration 7Q: 3 clusters Score -606002.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -606138.562500 Penalty: 875.967773
	Iteration 8Q: 3 clusters Score -606138.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -606230.625000 Penalty: 875.967773
	Iteration 9Q: 3 clusters Score -606230.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -606317.687500 Penalty: 875.967773
	Iteration 10Q: 3 clusters Score -606317.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -606416.437500 Penalty: 875.967773
	Iteration 11Q: 3 clusters Score -606416.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -606542.750000 Penalty: 875.967773
	Iteration 12Q: 3 clusters Score -606542.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -606697.312500 Penalty: 875.967773
	Iteration 13Q: 3 clusters Score -606697.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -606864.437500 Penalty: 875.967773
	Iteration 14Q: 3 clusters Score -606864.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -607050.687500 Penalty: 875.967773
	Iteration 15Q: 3 clusters Score -607050.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -607248.000000 Penalty: 875.967773
	Iteration 16Q: 3 clusters Score -607248 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -607443.312500 Penalty: 875.967773
	Iteration 17Q: 3 clusters Score -607443.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -607637.000000 Penalty: 875.967773
	Iteration 18Q: 3 clusters Score -607637 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -607806.250000 Penalty: 875.967773
	Iteration 19Q: 3 clusters Score -607806.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -607915.062500 Penalty: 875.967773
	Iteration 20F: 3 clusters Score -607915.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -608000.062500 Penalty: 875.967773
	Iteration 21Q: 3 clusters Score -608000.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -608069.562500 Penalty: 875.967773
	Iteration 22Q: 3 clusters Score -608069.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -608122.687500 Penalty: 875.967773
	Iteration 23Q: 3 clusters Score -608122.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -608165.687500 Penalty: 875.967773
	Iteration 24Q: 3 clusters Score -608165.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -608202.250000 Penalty: 875.967773
	Iteration 25Q: 3 clusters Score -608202.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -608233.562500 Penalty: 875.967773
	Iteration 26Q: 3 clusters Score -608233.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -608259.000000 Penalty: 875.967773
	Iteration 27Q: 3 clusters Score -608259 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -608275.375000 Penalty: 875.967773
	Iteration 28Q: 3 clusters Score -608275.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -608290.625000 Penalty: 875.967773
	Iteration 29Q: 3 clusters Score -608290.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -608299.875000 Penalty: 875.967773
	Iteration 30Q: 3 clusters Score -608299.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -608312.000000 Penalty: 875.967773
	Iteration 31Q: 3 clusters Score -608312 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -608325.062500 Penalty: 875.967773
	Iteration 32Q: 3 clusters Score -608325.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -608340.562500 Penalty: 875.967773
	Iteration 33Q: 3 clusters Score -608340.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -608355.250000 Penalty: 875.967773
	Iteration 34Q: 3 clusters Score -608355.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -608369.875000 Penalty: 875.967773
	Iteration 35Q: 3 clusters Score -608369.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -608382.437500 Penalty: 875.967773
	Iteration 36Q: 3 clusters Score -608382.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -608391.000000 Penalty: 875.967773
	Iteration 37Q: 3 clusters Score -608391 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -608402.062500 Penalty: 875.967773
	Iteration 38Q: 3 clusters Score -608402.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -608418.062500 Penalty: 875.967773
	Iteration 39Q: 3 clusters Score -608418.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -608430.562500 Penalty: 875.967773
	Iteration 40F: 3 clusters Score -608430.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -608442.625000 Penalty: 875.967773
	Iteration 41Q: 3 clusters Score -608442.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -608450.875000 Penalty: 875.967773
	Iteration 42Q: 3 clusters Score -608450.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -608457.125000 Penalty: 875.967773
	Iteration 43Q: 3 clusters Score -608457.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -608460.937500 Penalty: 875.967773
	Iteration 44Q: 3 clusters Score -608460.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -608462.000000 Penalty: 875.967773
	Iteration 45Q: 3 clusters Score -608462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -608464.062500 Penalty: 875.967773
	Iteration 46Q: 3 clusters Score -608464.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -608466.687500 Penalty: 875.967773
	Iteration 47Q: 3 clusters Score -608466.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -608467.750000 Penalty: 875.967773
	Iteration 48Q: 3 clusters Score -608467.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -608467.562500 Penalty: 875.967773
	Iteration 49Q: 3 clusters Score -608467.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -608469.375000 Penalty: 875.967773
	Iteration 50Q: 3 clusters Score -608469.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -608468.000000 Penalty: 875.967773
	Iteration 51Q: 3 clusters Score -608468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -608467.687500 Penalty: 875.967773
	Iteration 52Q: 3 clusters Score -608467.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -608468.687500 Penalty: 875.967773
	Iteration 53Q: 3 clusters Score -608468.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -608468.187500 Penalty: 875.967773
	Iteration 54Q: 3 clusters Score -608468.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -608468.812500 Penalty: 875.967773
	Iteration 55Q: 3 clusters Score -608468.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -608467.687500 Penalty: 875.967773
	Iteration 56Q: 3 clusters Score -608467.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -608467.687500 Penalty: 875.967773
	Iteration 57F: 3 clusters Score -608467.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Entering Unmasked Estep 
Score: -65485.523438 Penalty: 339.556915
	Iteration 0F: 2 clusters Score -65485.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -64199.484375 Penalty: 679.113831
	Iteration 0F: 3 clusters Score -64199.48 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -64658.367188 Penalty: 679.113831
	Iteration 1F: 3 clusters Score -64658.37 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -64763.691406 Penalty: 679.113831
	Iteration 2F: 3 clusters Score -64763.69 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -64866.738281 Penalty: 679.113831
	Iteration 3F: 3 clusters Score -64866.74 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -64946.109375 Penalty: 679.113831
	Iteration 4F: 3 clusters Score -64946.11 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -65001.148438 Penalty: 679.113831
	Iteration 5Q: 3 clusters Score -65001.15 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65042.375000 Penalty: 679.113831
	Iteration 6Q: 3 clusters Score -65042.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -65080.125000 Penalty: 679.113831
	Iteration 7Q: 3 clusters Score -65080.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -65110.628906 Penalty: 679.113831
	Iteration 8Q: 3 clusters Score -65110.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65132.242188 Penalty: 679.113831
	Iteration 9Q: 3 clusters Score -65132.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65143.125000 Penalty: 679.113831
	Iteration 10Q: 3 clusters Score -65143.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -65147.242188 Penalty: 679.113831
	Iteration 11Q: 3 clusters Score -65147.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -65150.234375 Penalty: 679.113831
	Iteration 12Q: 3 clusters Score -65150.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -65154.320312 Penalty: 679.113831
	Iteration 13Q: 3 clusters Score -65154.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -65158.007812 Penalty: 679.113831
	Iteration 14Q: 3 clusters Score -65158.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -65160.644531 Penalty: 679.113831
	Iteration 15Q: 3 clusters Score -65160.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -65161.671875 Penalty: 679.113831
	Iteration 16Q: 3 clusters Score -65161.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -65162.593750 Penalty: 679.113831
	Iteration 17Q: 3 clusters Score -65162.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -65164.339844 Penalty: 679.113831
	Iteration 18Q: 3 clusters Score -65164.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -65167.757812 Penalty: 679.113831
	Iteration 19Q: 3 clusters Score -65167.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -65170.871094 Penalty: 679.113831
	Iteration 20F: 3 clusters Score -65170.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -65172.683594 Penalty: 679.113831
	Iteration 21Q: 3 clusters Score -65172.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -65175.449219 Penalty: 679.113831
	Iteration 22Q: 3 clusters Score -65175.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -65180.621094 Penalty: 679.113831
	Iteration 23Q: 3 clusters Score -65180.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -65184.500000 Penalty: 679.113831
	Iteration 24Q: 3 clusters Score -65184.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -65186.851562 Penalty: 679.113831
	Iteration 25Q: 3 clusters Score -65186.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -65187.562500 Penalty: 679.113831
	Iteration 26Q: 3 clusters Score -65187.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -65189.593750 Penalty: 679.113831
	Iteration 27Q: 3 clusters Score -65189.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -65192.894531 Penalty: 679.113831
	Iteration 28Q: 3 clusters Score -65192.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -65199.113281 Penalty: 679.113831
	Iteration 29Q: 3 clusters Score -65199.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -65203.828125 Penalty: 679.113831
	Iteration 30Q: 3 clusters Score -65203.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -65211.585938 Penalty: 679.113831
	Iteration 31Q: 3 clusters Score -65211.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -65213.382812 Penalty: 679.113831
	Iteration 32Q: 3 clusters Score -65213.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -65213.382812 Penalty: 679.113831
	Iteration 33F: 3 clusters Score -65213.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (282941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282941 members 
Entering Unmasked Estep 
Score: -11764282.000000 Penalty: 571.161194
	Iteration 0F: 2 clusters Score -1.176428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141334 members 
Mstep: Class 2 contains 141607 members 
Entering Unmasked Estep 
Score: -11571417.000000 Penalty: 1142.322388
	Iteration 0F: 3 clusters Score -1.157142e+07 nChanged 139463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135987 members 
Mstep: Class 2 contains 146954 members 
Entering Unmasked Estep 
Score: -11661170.000000 Penalty: 1142.322388
	Iteration 1F: 3 clusters Score -1.166117e+07 nChanged 12311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131580 members 
Mstep: Class 2 contains 151361 members 
Entering Unmasked Estep 
Score: -11665946.000000 Penalty: 1142.322388
	Iteration 2Q: 3 clusters Score -1.166595e+07 nChanged 13848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125606 members 
Mstep: Class 2 contains 157335 members 
Entering Unmasked Estep 
Score: -11672409.000000 Penalty: 1142.322388
	Iteration 3Q: 3 clusters Score -1.167241e+07 nChanged 15240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118368 members 
Mstep: Class 2 contains 164573 members 
Entering Unmasked Estep 
Score: -11681351.000000 Penalty: 1142.322388
	Iteration 4F: 3 clusters Score -1.168135e+07 nChanged 16033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110987 members 
Mstep: Class 2 contains 171954 members 
Entering Unmasked Estep 
Score: -11692464.000000 Penalty: 1142.322388
	Iteration 5F: 3 clusters Score -1.169246e+07 nChanged 15846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104221 members 
Mstep: Class 2 contains 178720 members 
Entering Unmasked Estep 
Score: -11704089.000000 Penalty: 1142.322388
	Iteration 6F: 3 clusters Score -1.170409e+07 nChanged 13694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98831 members 
Mstep: Class 2 contains 184110 members 
Entering Unmasked Estep 
Score: -11711923.000000 Penalty: 1142.322388
	Iteration 7Q: 3 clusters Score -1.171192e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93839 members 
Mstep: Class 2 contains 189102 members 
Entering Unmasked Estep 
Score: -11715622.000000 Penalty: 1142.322388
	Iteration 8Q: 3 clusters Score -1.171562e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88893 members 
Mstep: Class 2 contains 194048 members 
Entering Unmasked Estep 
Score: -11717457.000000 Penalty: 1142.322388
	Iteration 9Q: 3 clusters Score -1.171746e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83780 members 
Mstep: Class 2 contains 199161 members 
Entering Unmasked Estep 
Score: -11718889.000000 Penalty: 1142.322388
	Iteration 10Q: 3 clusters Score -1.171889e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78273 members 
Mstep: Class 2 contains 204668 members 
Entering Unmasked Estep 
Score: -11720596.000000 Penalty: 1142.322388
	Iteration 11Q: 3 clusters Score -1.17206e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72503 members 
Mstep: Class 2 contains 210438 members 
Entering Unmasked Estep 
Score: -11722505.000000 Penalty: 1142.322388
	Iteration 12Q: 3 clusters Score -1.17225e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66293 members 
Mstep: Class 2 contains 216648 members 
Entering Unmasked Estep 
Score: -11724641.000000 Penalty: 1142.322388
	Iteration 13Q: 3 clusters Score -1.172464e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 223172 members 
Entering Unmasked Estep 
Score: -11726987.000000 Penalty: 1142.322388
	Iteration 14Q: 3 clusters Score -1.172699e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 229840 members 
Entering Unmasked Estep 
Score: -11729845.000000 Penalty: 1142.322388
	Iteration 15Q: 3 clusters Score -1.172984e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 236822 members 
Entering Unmasked Estep 
Score: -11733273.000000 Penalty: 1142.322388
	Iteration 16Q: 3 clusters Score -1.173327e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 243720 members 
Entering Unmasked Estep 
Score: -11737000.000000 Penalty: 1142.322388
	Iteration 17Q: 3 clusters Score -1.1737e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 250731 members 
Entering Unmasked Estep 
Score: -11740996.000000 Penalty: 1142.322388
	Iteration 18Q: 3 clusters Score -1.1741e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 257286 members 
Entering Unmasked Estep 
Score: -11745180.000000 Penalty: 1142.322388
	Iteration 19Q: 3 clusters Score -1.174518e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 263437 members 
Entering Unmasked Estep 
Score: -11749339.000000 Penalty: 1142.322388
	Iteration 20F: 3 clusters Score -1.174934e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 268689 members 
Entering Unmasked Estep 
Score: -11753004.000000 Penalty: 1142.322388
	Iteration 21Q: 3 clusters Score -1.1753e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 273072 members 
Entering Unmasked Estep 
Score: -11756317.000000 Penalty: 1142.322388
	Iteration 22Q: 3 clusters Score -1.175632e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 276478 members 
Entering Unmasked Estep 
Score: -11758949.000000 Penalty: 1142.322388
	Iteration 23Q: 3 clusters Score -1.175895e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 279100 members 
Entering Unmasked Estep 
Score: -11760935.000000 Penalty: 1142.322388
	Iteration 24Q: 3 clusters Score -1.176094e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 280936 members 
Entering Unmasked Estep 
Score: -11762382.000000 Penalty: 1142.322388
	Iteration 25Q: 3 clusters Score -1.176238e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 281974 members 
Entering Unmasked Estep 
Score: -11763183.000000 Penalty: 1142.322388
	Iteration 26Q: 3 clusters Score -1.176318e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 282415 members 
Entering Unmasked Estep 
Score: -11763468.000000 Penalty: 1142.322388
	Iteration 27Q: 3 clusters Score -1.176347e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 282608 members 
Entering Unmasked Estep 
Score: -11763635.000000 Penalty: 1142.322388
	Iteration 28Q: 3 clusters Score -1.176364e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 282690 members 
Entering Unmasked Estep 
Score: -11763723.000000 Penalty: 1142.322388
	Iteration 29Q: 3 clusters Score -1.176372e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 282723 members 
Entering Unmasked Estep 
Score: -11763735.000000 Penalty: 1142.322388
	Iteration 30Q: 3 clusters Score -1.176374e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 282734 members 
Entering Unmasked Estep 
Score: -11763747.000000 Penalty: 1142.322388
	Iteration 31Q: 3 clusters Score -1.176375e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 282747 members 
Entering Unmasked Estep 
Score: -11763758.000000 Penalty: 1142.322388
	Iteration 32Q: 3 clusters Score -1.176376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 282753 members 
Entering Unmasked Estep 
Score: -11763760.000000 Penalty: 1142.322388
	Iteration 33Q: 3 clusters Score -1.176376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 282759 members 
Entering Unmasked Estep 
Score: -11763753.000000 Penalty: 1142.322388
	Iteration 34Q: 3 clusters Score -1.176375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 282765 members 
Entering Unmasked Estep 
Score: -11763759.000000 Penalty: 1142.322388
	Iteration 35Q: 3 clusters Score -1.176376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 282769 members 
Entering Unmasked Estep 
Score: -11763774.000000 Penalty: 1142.322388
	Iteration 36Q: 3 clusters Score -1.176377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 282773 members 
Entering Unmasked Estep 
Score: -11763785.000000 Penalty: 1142.322388
	Iteration 37Q: 3 clusters Score -1.176378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 282776 members 
Entering Unmasked Estep 
Score: -11763787.000000 Penalty: 1142.322388
	Iteration 38Q: 3 clusters Score -1.176379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 282781 members 
Entering Unmasked Estep 
Score: -11763802.000000 Penalty: 1142.322388
	Iteration 39Q: 3 clusters Score -1.17638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 282785 members 
Entering Unmasked Estep 
Score: -11763801.000000 Penalty: 1142.322388
	Iteration 40F: 3 clusters Score -1.17638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Entering Unmasked Estep 
Score: -2354297.750000 Penalty: 499.368073
	Iteration 0F: 2 clusters Score -2354298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -2315220.500000 Penalty: 998.736145
	Iteration 0F: 3 clusters Score -2315220 nChanged 28246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -2332279.250000 Penalty: 998.736145
	Iteration 1F: 3 clusters Score -2332279 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -2332907.250000 Penalty: 998.736145
	Iteration 2Q: 3 clusters Score -2332907 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -2333617.250000 Penalty: 998.736145
	Iteration 3Q: 3 clusters Score -2333617 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -2334418.750000 Penalty: 998.736145
	Iteration 4Q: 3 clusters Score -2334419 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -2335413.000000 Penalty: 998.736145
	Iteration 5Q: 3 clusters Score -2335413 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -2336791.500000 Penalty: 998.736145
	Iteration 6Q: 3 clusters Score -2336792 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -2338645.250000 Penalty: 998.736145
	Iteration 7F: 3 clusters Score -2338645 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -2340897.500000 Penalty: 998.736145
	Iteration 8F: 3 clusters Score -2340898 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -2342954.000000 Penalty: 998.736145
	Iteration 9F: 3 clusters Score -2342954 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -2344129.250000 Penalty: 998.736145
	Iteration 10Q: 3 clusters Score -2344129 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -2344681.250000 Penalty: 998.736145
	Iteration 11Q: 3 clusters Score -2344681 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -2345060.750000 Penalty: 998.736145
	Iteration 12Q: 3 clusters Score -2345061 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -2345412.000000 Penalty: 998.736145
	Iteration 13Q: 3 clusters Score -2345412 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -2345820.000000 Penalty: 998.736145
	Iteration 14Q: 3 clusters Score -2345820 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -2346246.500000 Penalty: 998.736145
	Iteration 15Q: 3 clusters Score -2346246 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -2346749.250000 Penalty: 998.736145
	Iteration 16Q: 3 clusters Score -2346749 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -2347299.250000 Penalty: 998.736145
	Iteration 17Q: 3 clusters Score -2347299 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -2347901.000000 Penalty: 998.736145
	Iteration 18Q: 3 clusters Score -2347901 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -2348487.750000 Penalty: 998.736145
	Iteration 19Q: 3 clusters Score -2348488 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -2349056.250000 Penalty: 998.736145
	Iteration 20F: 3 clusters Score -2349056 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -2349595.000000 Penalty: 998.736145
	Iteration 21Q: 3 clusters Score -2349595 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -2350086.250000 Penalty: 998.736145
	Iteration 22Q: 3 clusters Score -2350086 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -2350547.750000 Penalty: 998.736145
	Iteration 23Q: 3 clusters Score -2350548 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -2350933.000000 Penalty: 998.736145
	Iteration 24Q: 3 clusters Score -2350933 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -2351217.750000 Penalty: 998.736145
	Iteration 25Q: 3 clusters Score -2351218 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -2351392.000000 Penalty: 998.736145
	Iteration 26Q: 3 clusters Score -2351392 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -2351515.000000 Penalty: 998.736145
	Iteration 27Q: 3 clusters Score -2351515 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -2351597.750000 Penalty: 998.736145
	Iteration 28Q: 3 clusters Score -2351598 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -2351657.750000 Penalty: 998.736145
	Iteration 29Q: 3 clusters Score -2351658 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -2351693.000000 Penalty: 998.736145
	Iteration 30Q: 3 clusters Score -2351693 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -2351736.500000 Penalty: 998.736145
	Iteration 31Q: 3 clusters Score -2351736 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -2351765.000000 Penalty: 998.736145
	Iteration 32Q: 3 clusters Score -2351765 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -2351782.000000 Penalty: 998.736145
	Iteration 33Q: 3 clusters Score -2351782 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -2351817.750000 Penalty: 998.736145
	Iteration 34Q: 3 clusters Score -2351818 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -2351841.500000 Penalty: 998.736145
	Iteration 35Q: 3 clusters Score -2351842 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -2351866.000000 Penalty: 998.736145
	Iteration 36Q: 3 clusters Score -2351866 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -2351891.000000 Penalty: 998.736145
	Iteration 37Q: 3 clusters Score -2351891 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -2351911.000000 Penalty: 998.736145
	Iteration 38Q: 3 clusters Score -2351911 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -2351940.500000 Penalty: 998.736145
	Iteration 39Q: 3 clusters Score -2351940 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -2351969.750000 Penalty: 998.736145
	Iteration 40F: 3 clusters Score -2351970 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -2351989.750000 Penalty: 998.736145
	Iteration 41Q: 3 clusters Score -2351990 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -2352013.000000 Penalty: 998.736145
	Iteration 42Q: 3 clusters Score -2352013 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -2352049.750000 Penalty: 998.736145
	Iteration 43Q: 3 clusters Score -2352050 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -2352081.750000 Penalty: 998.736145
	Iteration 44Q: 3 clusters Score -2352082 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -2352121.250000 Penalty: 998.736145
	Iteration 45Q: 3 clusters Score -2352121 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -2352160.500000 Penalty: 998.736145
	Iteration 46Q: 3 clusters Score -2352160 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -2352210.250000 Penalty: 998.736145
	Iteration 47Q: 3 clusters Score -2352210 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -2352252.000000 Penalty: 998.736145
	Iteration 48Q: 3 clusters Score -2352252 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -2352308.250000 Penalty: 998.736145
	Iteration 49Q: 3 clusters Score -2352308 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -2352365.500000 Penalty: 998.736145
	Iteration 50Q: 3 clusters Score -2352366 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -2352415.500000 Penalty: 998.736145
	Iteration 51Q: 3 clusters Score -2352416 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -2352470.250000 Penalty: 998.736145
	Iteration 52Q: 3 clusters Score -2352470 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -2352519.750000 Penalty: 998.736145
	Iteration 53Q: 3 clusters Score -2352520 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -2352591.500000 Penalty: 998.736145
	Iteration 54Q: 3 clusters Score -2352592 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -2352660.750000 Penalty: 998.736145
	Iteration 55Q: 3 clusters Score -2352661 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 53542 members 
Entering Unmasked Estep 
Score: -2352728.250000 Penalty: 998.736145
	Iteration 56Q: 3 clusters Score -2352728 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -2352797.250000 Penalty: 998.736145
	Iteration 57Q: 3 clusters Score -2352797 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
Score: -2352862.000000 Penalty: 998.736145
	Iteration 58Q: 3 clusters Score -2352862 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -2352934.500000 Penalty: 998.736145
	Iteration 59Q: 3 clusters Score -2352934 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 54661 members 
Entering Unmasked Estep 
Score: -2353006.000000 Penalty: 998.736145
	Iteration 60F: 3 clusters Score -2353006 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 54932 members 
Entering Unmasked Estep 
Score: -2353073.000000 Penalty: 998.736145
	Iteration 61Q: 3 clusters Score -2353073 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -2353138.250000 Penalty: 998.736145
	Iteration 62Q: 3 clusters Score -2353138 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -2353193.250000 Penalty: 998.736145
	Iteration 63Q: 3 clusters Score -2353193 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -2353266.500000 Penalty: 998.736145
	Iteration 64Q: 3 clusters Score -2353266 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -2353319.750000 Penalty: 998.736145
	Iteration 65Q: 3 clusters Score -2353320 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 56142 members 
Entering Unmasked Estep 
Score: -2353394.250000 Penalty: 998.736145
	Iteration 66Q: 3 clusters Score -2353394 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 56335 members 
Entering Unmasked Estep 
Score: -2353435.500000 Penalty: 998.736145
	Iteration 67Q: 3 clusters Score -2353436 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -2353500.000000 Penalty: 998.736145
	Iteration 68Q: 3 clusters Score -2353500 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -2353556.750000 Penalty: 998.736145
	Iteration 69Q: 3 clusters Score -2353557 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -2353613.750000 Penalty: 998.736145
	Iteration 70Q: 3 clusters Score -2353614 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 57022 members 
Entering Unmasked Estep 
Score: -2353662.250000 Penalty: 998.736145
	Iteration 71Q: 3 clusters Score -2353662 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 57157 members 
Entering Unmasked Estep 
Score: -2353713.500000 Penalty: 998.736145
	Iteration 72Q: 3 clusters Score -2353714 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -2353741.750000 Penalty: 998.736145
	Iteration 73Q: 3 clusters Score -2353742 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -2353761.750000 Penalty: 998.736145
	Iteration 74Q: 3 clusters Score -2353762 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -2353788.250000 Penalty: 998.736145
	Iteration 75Q: 3 clusters Score -2353788 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -2353811.250000 Penalty: 998.736145
	Iteration 76Q: 3 clusters Score -2353811 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 57576 members 
Entering Unmasked Estep 
Score: -2353823.500000 Penalty: 998.736145
	Iteration 77Q: 3 clusters Score -2353824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -2353833.750000 Penalty: 998.736145
	Iteration 78Q: 3 clusters Score -2353834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 57661 members 
Entering Unmasked Estep 
Score: -2353846.500000 Penalty: 998.736145
	Iteration 79Q: 3 clusters Score -2353846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -2353861.500000 Penalty: 998.736145
	Iteration 80F: 3 clusters Score -2353862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 57733 members 
Entering Unmasked Estep 
Score: -2353877.250000 Penalty: 998.736145
	Iteration 81Q: 3 clusters Score -2353877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 57763 members 
Entering Unmasked Estep 
Score: -2353889.250000 Penalty: 998.736145
	Iteration 82Q: 3 clusters Score -2353889 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 57795 members 
Entering Unmasked Estep 
Score: -2353897.000000 Penalty: 998.736145
	Iteration 83Q: 3 clusters Score -2353897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 57824 members 
Entering Unmasked Estep 
Score: -2353907.250000 Penalty: 998.736145
	Iteration 84Q: 3 clusters Score -2353907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -2353918.250000 Penalty: 998.736145
	Iteration 85Q: 3 clusters Score -2353918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 57876 members 
Entering Unmasked Estep 
Score: -2353929.750000 Penalty: 998.736145
	Iteration 86Q: 3 clusters Score -2353930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -2353938.500000 Penalty: 998.736145
	Iteration 87Q: 3 clusters Score -2353938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 57930 members 
Entering Unmasked Estep 
Score: -2353946.000000 Penalty: 998.736145
	Iteration 88Q: 3 clusters Score -2353946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 57948 members 
Entering Unmasked Estep 
Score: -2353955.500000 Penalty: 998.736145
	Iteration 89Q: 3 clusters Score -2353956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -2353956.750000 Penalty: 998.736145
	Iteration 90Q: 3 clusters Score -2353957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -2353962.000000 Penalty: 998.736145
	Iteration 91Q: 3 clusters Score -2353962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -2353960.000000 Penalty: 998.736145
	Iteration 92Q: 3 clusters Score -2353960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -2353961.250000 Penalty: 998.736145
	Iteration 93Q: 3 clusters Score -2353961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 57991 members 
Entering Unmasked Estep 
Score: -2353962.000000 Penalty: 998.736145
	Iteration 94Q: 3 clusters Score -2353962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -2353965.750000 Penalty: 998.736145
	Iteration 95Q: 3 clusters Score -2353966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -2353963.750000 Penalty: 998.736145
	Iteration 96Q: 3 clusters Score -2353964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -2353963.750000 Penalty: 998.736145
	Iteration 97F: 3 clusters Score -2353964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Entering Unmasked Estep 
Score: -184393.875000 Penalty: 384.987244
	Iteration 0F: 2 clusters Score -184393.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -181175.765625 Penalty: 769.974487
	Iteration 0F: 3 clusters Score -181175.8 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -182498.421875 Penalty: 769.974487
	Iteration 1F: 3 clusters Score -182498.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -182832.843750 Penalty: 769.974487
	Iteration 2F: 3 clusters Score -182832.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -183190.093750 Penalty: 769.974487
	Iteration 3F: 3 clusters Score -183190.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -183528.265625 Penalty: 769.974487
	Iteration 4F: 3 clusters Score -183528.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -183765.593750 Penalty: 769.974487
	Iteration 5F: 3 clusters Score -183765.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -183906.453125 Penalty: 769.974487
	Iteration 6Q: 3 clusters Score -183906.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -183982.796875 Penalty: 769.974487
	Iteration 7Q: 3 clusters Score -183982.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -184034.812500 Penalty: 769.974487
	Iteration 8Q: 3 clusters Score -184034.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -184087.296875 Penalty: 769.974487
	Iteration 9Q: 3 clusters Score -184087.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -184136.218750 Penalty: 769.974487
	Iteration 10Q: 3 clusters Score -184136.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -184192.687500 Penalty: 769.974487
	Iteration 11Q: 3 clusters Score -184192.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -184238.750000 Penalty: 769.974487
	Iteration 12Q: 3 clusters Score -184238.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -184269.640625 Penalty: 769.974487
	Iteration 13Q: 3 clusters Score -184269.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -184287.328125 Penalty: 769.974487
	Iteration 14Q: 3 clusters Score -184287.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -184294.750000 Penalty: 769.974487
	Iteration 15Q: 3 clusters Score -184294.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -184298.500000 Penalty: 769.974487
	Iteration 16Q: 3 clusters Score -184298.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -184303.562500 Penalty: 769.974487
	Iteration 17Q: 3 clusters Score -184303.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -184307.812500 Penalty: 769.974487
	Iteration 18Q: 3 clusters Score -184307.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -184309.890625 Penalty: 769.974487
	Iteration 19Q: 3 clusters Score -184309.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -184311.203125 Penalty: 769.974487
	Iteration 20F: 3 clusters Score -184311.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -184311.546875 Penalty: 769.974487
	Iteration 21Q: 3 clusters Score -184311.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -184312.734375 Penalty: 769.974487
	Iteration 22Q: 3 clusters Score -184312.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -184312.984375 Penalty: 769.974487
	Iteration 23Q: 3 clusters Score -184313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -184312.984375 Penalty: 769.974487
	Iteration 24F: 3 clusters Score -184313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Entering Unmasked Estep 
Score: -1075901.625000 Penalty: 463.090729
	Iteration 0F: 2 clusters Score -1075902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1058307.625000 Penalty: 926.181458
	Iteration 0F: 3 clusters Score -1058308 nChanged 12558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1066080.500000 Penalty: 926.181458
	Iteration 1F: 3 clusters Score -1066080 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1066700.750000 Penalty: 926.181458
	Iteration 2F: 3 clusters Score -1066701 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1067375.875000 Penalty: 926.181458
	Iteration 3F: 3 clusters Score -1067376 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1068131.500000 Penalty: 926.181458
	Iteration 4F: 3 clusters Score -1068132 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1068921.375000 Penalty: 926.181458
	Iteration 5F: 3 clusters Score -1068921 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1069718.625000 Penalty: 926.181458
	Iteration 6F: 3 clusters Score -1069719 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1070523.625000 Penalty: 926.181458
	Iteration 7F: 3 clusters Score -1070524 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -1071266.125000 Penalty: 926.181458
	Iteration 8Q: 3 clusters Score -1071266 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -1071930.875000 Penalty: 926.181458
	Iteration 9Q: 3 clusters Score -1071931 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -1072383.875000 Penalty: 926.181458
	Iteration 10Q: 3 clusters Score -1072384 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -1072668.250000 Penalty: 926.181458
	Iteration 11Q: 3 clusters Score -1072668 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -1072873.625000 Penalty: 926.181458
	Iteration 12Q: 3 clusters Score -1072874 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -1073045.375000 Penalty: 926.181458
	Iteration 13Q: 3 clusters Score -1073045 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -1073212.375000 Penalty: 926.181458
	Iteration 14Q: 3 clusters Score -1073212 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -1073369.625000 Penalty: 926.181458
	Iteration 15Q: 3 clusters Score -1073370 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -1073531.250000 Penalty: 926.181458
	Iteration 16Q: 3 clusters Score -1073531 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -1073693.500000 Penalty: 926.181458
	Iteration 17Q: 3 clusters Score -1073694 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -1073819.625000 Penalty: 926.181458
	Iteration 18Q: 3 clusters Score -1073820 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -1073923.125000 Penalty: 926.181458
	Iteration 19Q: 3 clusters Score -1073923 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -1074040.375000 Penalty: 926.181458
	Iteration 20F: 3 clusters Score -1074040 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -1074150.125000 Penalty: 926.181458
	Iteration 21Q: 3 clusters Score -1074150 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -1074265.625000 Penalty: 926.181458
	Iteration 22Q: 3 clusters Score -1074266 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -1074384.875000 Penalty: 926.181458
	Iteration 23Q: 3 clusters Score -1074385 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -1074509.250000 Penalty: 926.181458
	Iteration 24Q: 3 clusters Score -1074509 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -1074618.500000 Penalty: 926.181458
	Iteration 25Q: 3 clusters Score -1074618 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -1074727.375000 Penalty: 926.181458
	Iteration 26Q: 3 clusters Score -1074727 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -1074843.250000 Penalty: 926.181458
	Iteration 27Q: 3 clusters Score -1074843 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -1074940.500000 Penalty: 926.181458
	Iteration 28Q: 3 clusters Score -1074940 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -1075030.375000 Penalty: 926.181458
	Iteration 29Q: 3 clusters Score -1075030 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -1075110.125000 Penalty: 926.181458
	Iteration 30Q: 3 clusters Score -1075110 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -1075183.000000 Penalty: 926.181458
	Iteration 31Q: 3 clusters Score -1075183 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -1075244.250000 Penalty: 926.181458
	Iteration 32Q: 3 clusters Score -1075244 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -1075289.875000 Penalty: 926.181458
	Iteration 33Q: 3 clusters Score -1075290 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -1075327.625000 Penalty: 926.181458
	Iteration 34Q: 3 clusters Score -1075328 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -1075354.875000 Penalty: 926.181458
	Iteration 35Q: 3 clusters Score -1075355 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -1075375.625000 Penalty: 926.181458
	Iteration 36Q: 3 clusters Score -1075376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -1075402.250000 Penalty: 926.181458
	Iteration 37Q: 3 clusters Score -1075402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -1075413.750000 Penalty: 926.181458
	Iteration 38Q: 3 clusters Score -1075414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -1075428.625000 Penalty: 926.181458
	Iteration 39Q: 3 clusters Score -1075429 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -1075442.875000 Penalty: 926.181458
	Iteration 40F: 3 clusters Score -1075443 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -1075457.250000 Penalty: 926.181458
	Iteration 41Q: 3 clusters Score -1075457 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -1075474.750000 Penalty: 926.181458
	Iteration 42Q: 3 clusters Score -1075475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -1075492.250000 Penalty: 926.181458
	Iteration 43Q: 3 clusters Score -1075492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -1075508.375000 Penalty: 926.181458
	Iteration 44Q: 3 clusters Score -1075508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -1075517.375000 Penalty: 926.181458
	Iteration 45Q: 3 clusters Score -1075517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -1075522.250000 Penalty: 926.181458
	Iteration 46Q: 3 clusters Score -1075522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -1075527.750000 Penalty: 926.181458
	Iteration 47Q: 3 clusters Score -1075528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -1075531.875000 Penalty: 926.181458
	Iteration 48Q: 3 clusters Score -1075532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -1075532.625000 Penalty: 926.181458
	Iteration 49Q: 3 clusters Score -1075533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -1075535.250000 Penalty: 926.181458
	Iteration 50Q: 3 clusters Score -1075535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -1075535.375000 Penalty: 926.181458
	Iteration 51Q: 3 clusters Score -1075535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -1075536.125000 Penalty: 926.181458
	Iteration 52Q: 3 clusters Score -1075536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -1075537.875000 Penalty: 926.181458
	Iteration 53Q: 3 clusters Score -1075538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -1075539.750000 Penalty: 926.181458
	Iteration 54Q: 3 clusters Score -1075540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -1075543.625000 Penalty: 926.181458
	Iteration 55Q: 3 clusters Score -1075544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -1075543.000000 Penalty: 926.181458
	Iteration 56Q: 3 clusters Score -1075543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -1075546.875000 Penalty: 926.181458
	Iteration 57Q: 3 clusters Score -1075547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -1075550.625000 Penalty: 926.181458
	Iteration 58Q: 3 clusters Score -1075551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -1075550.625000 Penalty: 926.181458
	Iteration 59Q: 3 clusters Score -1075551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -1075550.625000 Penalty: 926.181458
	Iteration 60F: 3 clusters Score -1075551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Entering Unmasked Estep 
Score: -507858.531250 Penalty: 431.262817
	Iteration 0F: 2 clusters Score -507858.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -499064.500000 Penalty: 862.525635
	Iteration 0F: 3 clusters Score -499064.5 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -502534.906250 Penalty: 862.525635
	Iteration 1F: 3 clusters Score -502534.9 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -502819.812500 Penalty: 862.525635
	Iteration 2F: 3 clusters Score -502819.8 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -503201.343750 Penalty: 862.525635
	Iteration 3F: 3 clusters Score -503201.3 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -503678.562500 Penalty: 862.525635
	Iteration 4F: 3 clusters Score -503678.6 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -504219.031250 Penalty: 862.525635
	Iteration 5F: 3 clusters Score -504219 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -504854.125000 Penalty: 862.525635
	Iteration 6F: 3 clusters Score -504854.1 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -505516.312500 Penalty: 862.525635
	Iteration 7F: 3 clusters Score -505516.3 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -506045.562500 Penalty: 862.525635
	Iteration 8Q: 3 clusters Score -506045.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -506306.968750 Penalty: 862.525635
	Iteration 9Q: 3 clusters Score -506307 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -506418.312500 Penalty: 862.525635
	Iteration 10Q: 3 clusters Score -506418.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -506481.781250 Penalty: 862.525635
	Iteration 11Q: 3 clusters Score -506481.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -506522.875000 Penalty: 862.525635
	Iteration 12Q: 3 clusters Score -506522.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -506554.062500 Penalty: 862.525635
	Iteration 13Q: 3 clusters Score -506554.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -506581.937500 Penalty: 862.525635
	Iteration 14Q: 3 clusters Score -506581.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -506612.125000 Penalty: 862.525635
	Iteration 15Q: 3 clusters Score -506612.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -506641.500000 Penalty: 862.525635
	Iteration 16Q: 3 clusters Score -506641.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -506666.281250 Penalty: 862.525635
	Iteration 17Q: 3 clusters Score -506666.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -506689.625000 Penalty: 862.525635
	Iteration 18Q: 3 clusters Score -506689.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -506713.562500 Penalty: 862.525635
	Iteration 19Q: 3 clusters Score -506713.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -506738.625000 Penalty: 862.525635
	Iteration 20F: 3 clusters Score -506738.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -506759.750000 Penalty: 862.525635
	Iteration 21Q: 3 clusters Score -506759.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -506779.750000 Penalty: 862.525635
	Iteration 22Q: 3 clusters Score -506779.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -506805.562500 Penalty: 862.525635
	Iteration 23Q: 3 clusters Score -506805.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -506834.625000 Penalty: 862.525635
	Iteration 24Q: 3 clusters Score -506834.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -506860.500000 Penalty: 862.525635
	Iteration 25Q: 3 clusters Score -506860.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -506884.062500 Penalty: 862.525635
	Iteration 26Q: 3 clusters Score -506884.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -506901.187500 Penalty: 862.525635
	Iteration 27Q: 3 clusters Score -506901.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -506919.656250 Penalty: 862.525635
	Iteration 28Q: 3 clusters Score -506919.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -506940.031250 Penalty: 862.525635
	Iteration 29Q: 3 clusters Score -506940 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -506952.781250 Penalty: 862.525635
	Iteration 30Q: 3 clusters Score -506952.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -506965.312500 Penalty: 862.525635
	Iteration 31Q: 3 clusters Score -506965.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -506976.812500 Penalty: 862.525635
	Iteration 32Q: 3 clusters Score -506976.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -506987.281250 Penalty: 862.525635
	Iteration 33Q: 3 clusters Score -506987.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -507001.750000 Penalty: 862.525635
	Iteration 34Q: 3 clusters Score -507001.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -507016.187500 Penalty: 862.525635
	Iteration 35Q: 3 clusters Score -507016.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -507025.812500 Penalty: 862.525635
	Iteration 36Q: 3 clusters Score -507025.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -507040.156250 Penalty: 862.525635
	Iteration 37Q: 3 clusters Score -507040.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -507052.062500 Penalty: 862.525635
	Iteration 38Q: 3 clusters Score -507052.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -507064.843750 Penalty: 862.525635
	Iteration 39Q: 3 clusters Score -507064.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -507078.125000 Penalty: 862.525635
	Iteration 40F: 3 clusters Score -507078.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -507092.687500 Penalty: 862.525635
	Iteration 41Q: 3 clusters Score -507092.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -507111.625000 Penalty: 862.525635
	Iteration 42Q: 3 clusters Score -507111.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -507135.062500 Penalty: 862.525635
	Iteration 43Q: 3 clusters Score -507135.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -507162.062500 Penalty: 862.525635
	Iteration 44Q: 3 clusters Score -507162.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -507179.812500 Penalty: 862.525635
	Iteration 45Q: 3 clusters Score -507179.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -507205.437500 Penalty: 862.525635
	Iteration 46Q: 3 clusters Score -507205.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -507231.312500 Penalty: 862.525635
	Iteration 47Q: 3 clusters Score -507231.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -507258.625000 Penalty: 862.525635
	Iteration 48Q: 3 clusters Score -507258.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -507285.968750 Penalty: 862.525635
	Iteration 49Q: 3 clusters Score -507286 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -507309.750000 Penalty: 862.525635
	Iteration 50Q: 3 clusters Score -507309.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -507329.343750 Penalty: 862.525635
	Iteration 51Q: 3 clusters Score -507329.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -507351.093750 Penalty: 862.525635
	Iteration 52Q: 3 clusters Score -507351.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -507368.218750 Penalty: 862.525635
	Iteration 53Q: 3 clusters Score -507368.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -507384.625000 Penalty: 862.525635
	Iteration 54Q: 3 clusters Score -507384.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -507393.218750 Penalty: 862.525635
	Iteration 55Q: 3 clusters Score -507393.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -507401.093750 Penalty: 862.525635
	Iteration 56Q: 3 clusters Score -507401.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -507407.843750 Penalty: 862.525635
	Iteration 57Q: 3 clusters Score -507407.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -507415.093750 Penalty: 862.525635
	Iteration 58Q: 3 clusters Score -507415.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -507428.750000 Penalty: 862.525635
	Iteration 59Q: 3 clusters Score -507428.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -507437.031250 Penalty: 862.525635
	Iteration 60F: 3 clusters Score -507437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -507445.781250 Penalty: 862.525635
	Iteration 61Q: 3 clusters Score -507445.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -507453.718750 Penalty: 862.525635
	Iteration 62Q: 3 clusters Score -507453.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -507462.406250 Penalty: 862.525635
	Iteration 63Q: 3 clusters Score -507462.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -507469.093750 Penalty: 862.525635
	Iteration 64Q: 3 clusters Score -507469.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -507473.812500 Penalty: 862.525635
	Iteration 65Q: 3 clusters Score -507473.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -507479.312500 Penalty: 862.525635
	Iteration 66Q: 3 clusters Score -507479.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -507482.687500 Penalty: 862.525635
	Iteration 67Q: 3 clusters Score -507482.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -507484.937500 Penalty: 862.525635
	Iteration 68Q: 3 clusters Score -507484.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -507489.000000 Penalty: 862.525635
	Iteration 69Q: 3 clusters Score -507489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -507493.031250 Penalty: 862.525635
	Iteration 70Q: 3 clusters Score -507493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -507494.906250 Penalty: 862.525635
	Iteration 71Q: 3 clusters Score -507494.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -507496.187500 Penalty: 862.525635
	Iteration 72Q: 3 clusters Score -507496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -507496.906250 Penalty: 862.525635
	Iteration 73Q: 3 clusters Score -507496.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -507498.562500 Penalty: 862.525635
	Iteration 74Q: 3 clusters Score -507498.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -507499.437500 Penalty: 862.525635
	Iteration 75Q: 3 clusters Score -507499.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -507499.968750 Penalty: 862.525635
	Iteration 76Q: 3 clusters Score -507500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -507500.156250 Penalty: 862.525635
	Iteration 77Q: 3 clusters Score -507500.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -507500.593750 Penalty: 862.525635
	Iteration 78Q: 3 clusters Score -507500.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -507502.500000 Penalty: 862.525635
	Iteration 79Q: 3 clusters Score -507502.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -507503.875000 Penalty: 862.525635
	Iteration 80F: 3 clusters Score -507503.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -507507.312500 Penalty: 862.525635
	Iteration 81Q: 3 clusters Score -507507.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -507512.031250 Penalty: 862.525635
	Iteration 82Q: 3 clusters Score -507512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -507516.062500 Penalty: 862.525635
	Iteration 83Q: 3 clusters Score -507516.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -507517.937500 Penalty: 862.525635
	Iteration 84Q: 3 clusters Score -507517.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -507522.406250 Penalty: 862.525635
	Iteration 85Q: 3 clusters Score -507522.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -507524.906250 Penalty: 862.525635
	Iteration 86Q: 3 clusters Score -507524.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -507526.562500 Penalty: 862.525635
	Iteration 87Q: 3 clusters Score -507526.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -507527.968750 Penalty: 862.525635
	Iteration 88Q: 3 clusters Score -507528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -507528.656250 Penalty: 862.525635
	Iteration 89Q: 3 clusters Score -507528.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -507530.968750 Penalty: 862.525635
	Iteration 90Q: 3 clusters Score -507531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -507532.500000 Penalty: 862.525635
	Iteration 91Q: 3 clusters Score -507532.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -507532.593750 Penalty: 862.525635
	Iteration 92Q: 3 clusters Score -507532.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -507532.968750 Penalty: 862.525635
	Iteration 93Q: 3 clusters Score -507533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -507533.375000 Penalty: 862.525635
	Iteration 94Q: 3 clusters Score -507533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -507533.781250 Penalty: 862.525635
	Iteration 95Q: 3 clusters Score -507533.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -507534.187500 Penalty: 862.525635
	Iteration 96Q: 3 clusters Score -507534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -507534.375000 Penalty: 862.525635
	Iteration 97Q: 3 clusters Score -507534.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -507535.843750 Penalty: 862.525635
	Iteration 98Q: 3 clusters Score -507535.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -507536.343750 Penalty: 862.525635
	Iteration 99Q: 3 clusters Score -507536.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -507536.687500 Penalty: 862.525635
	Iteration 100F: 3 clusters Score -507536.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -507536.781250 Penalty: 862.525635
	Iteration 101Q: 3 clusters Score -507536.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -507536.781250 Penalty: 862.525635
	Iteration 102F: 3 clusters Score -507536.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -65471.031250 Penalty: 337.935059
	Iteration 0F: 2 clusters Score -65471.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -64264.480469 Penalty: 675.870117
	Iteration 0F: 3 clusters Score -64264.48 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -64669.871094 Penalty: 675.870117
	Iteration 1F: 3 clusters Score -64669.87 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -64757.582031 Penalty: 675.870117
	Iteration 2F: 3 clusters Score -64757.58 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -64837.488281 Penalty: 675.870117
	Iteration 3F: 3 clusters Score -64837.49 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -64923.902344 Penalty: 675.870117
	Iteration 4F: 3 clusters Score -64923.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -64994.105469 Penalty: 675.870117
	Iteration 5Q: 3 clusters Score -64994.11 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -65051.617188 Penalty: 675.870117
	Iteration 6Q: 3 clusters Score -65051.62 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -65111.628906 Penalty: 675.870117
	Iteration 7Q: 3 clusters Score -65111.63 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -65168.597656 Penalty: 675.870117
	Iteration 8Q: 3 clusters Score -65168.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -65206.746094 Penalty: 675.870117
	Iteration 9Q: 3 clusters Score -65206.75 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -65238.761719 Penalty: 675.870117
	Iteration 10Q: 3 clusters Score -65238.76 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -65256.511719 Penalty: 675.870117
	Iteration 11Q: 3 clusters Score -65256.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -65273.832031 Penalty: 675.870117
	Iteration 12Q: 3 clusters Score -65273.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -65293.238281 Penalty: 675.870117
	Iteration 13Q: 3 clusters Score -65293.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -65326.199219 Penalty: 675.870117
	Iteration 14Q: 3 clusters Score -65326.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -65365.636719 Penalty: 675.870117
	Iteration 15Q: 3 clusters Score -65365.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -65386.527344 Penalty: 675.870117
	Iteration 16Q: 3 clusters Score -65386.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -65395.148438 Penalty: 675.870117
	Iteration 17Q: 3 clusters Score -65395.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -65397.984375 Penalty: 675.870117
	Iteration 18Q: 3 clusters Score -65397.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -65398.859375 Penalty: 675.870117
	Iteration 19Q: 3 clusters Score -65398.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -65399.191406 Penalty: 675.870117
	Iteration 20F: 3 clusters Score -65399.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -65400.433594 Penalty: 675.870117
	Iteration 21Q: 3 clusters Score -65400.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -65400.804688 Penalty: 675.870117
	Iteration 22Q: 3 clusters Score -65400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -65400.882812 Penalty: 675.870117
	Iteration 23Q: 3 clusters Score -65400.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -65400.910156 Penalty: 675.870117
	Iteration 24Q: 3 clusters Score -65400.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -65400.910156 Penalty: 675.870117
	Iteration 25F: 3 clusters Score -65400.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -55983.171875 Penalty: 329.644836
	Iteration 0F: 2 clusters Score -55983.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -54902.632812 Penalty: 659.289673
	Iteration 0F: 3 clusters Score -54902.63 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -55276.507812 Penalty: 659.289673
	Iteration 1F: 3 clusters Score -55276.51 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -55356.125000 Penalty: 659.289673
	Iteration 2F: 3 clusters Score -55356.12 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -55403.691406 Penalty: 659.289673
	Iteration 3F: 3 clusters Score -55403.69 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -55430.117188 Penalty: 659.289673
	Iteration 4Q: 3 clusters Score -55430.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -55443.562500 Penalty: 659.289673
	Iteration 5Q: 3 clusters Score -55443.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -55451.445312 Penalty: 659.289673
	Iteration 6Q: 3 clusters Score -55451.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -55456.796875 Penalty: 659.289673
	Iteration 7Q: 3 clusters Score -55456.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -55462.417969 Penalty: 659.289673
	Iteration 8Q: 3 clusters Score -55462.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -55468.554688 Penalty: 659.289673
	Iteration 9Q: 3 clusters Score -55468.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -55474.425781 Penalty: 659.289673
	Iteration 10Q: 3 clusters Score -55474.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -55479.871094 Penalty: 659.289673
	Iteration 11Q: 3 clusters Score -55479.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -55488.441406 Penalty: 659.289673
	Iteration 12Q: 3 clusters Score -55488.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -55500.425781 Penalty: 659.289673
	Iteration 13Q: 3 clusters Score -55500.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -55512.750000 Penalty: 659.289673
	Iteration 14Q: 3 clusters Score -55512.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -55523.312500 Penalty: 659.289673
	Iteration 15Q: 3 clusters Score -55523.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -55535.738281 Penalty: 659.289673
	Iteration 16Q: 3 clusters Score -55535.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -55558.113281 Penalty: 659.289673
	Iteration 17Q: 3 clusters Score -55558.11 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -55583.726562 Penalty: 659.289673
	Iteration 18Q: 3 clusters Score -55583.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -55603.324219 Penalty: 659.289673
	Iteration 19Q: 3 clusters Score -55603.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -55618.613281 Penalty: 659.289673
	Iteration 20F: 3 clusters Score -55618.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -55637.121094 Penalty: 659.289673
	Iteration 21Q: 3 clusters Score -55637.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -55653.195312 Penalty: 659.289673
	Iteration 22Q: 3 clusters Score -55653.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -55672.382812 Penalty: 659.289673
	Iteration 23Q: 3 clusters Score -55672.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -55687.878906 Penalty: 659.289673
	Iteration 24Q: 3 clusters Score -55687.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -55702.851562 Penalty: 659.289673
	Iteration 25Q: 3 clusters Score -55702.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -55710.292969 Penalty: 659.289673
	Iteration 26Q: 3 clusters Score -55710.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -55713.351562 Penalty: 659.289673
	Iteration 27Q: 3 clusters Score -55713.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -55723.308594 Penalty: 659.289673
	Iteration 28Q: 3 clusters Score -55723.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -55734.175781 Penalty: 659.289673
	Iteration 29Q: 3 clusters Score -55734.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -55745.175781 Penalty: 659.289673
	Iteration 30Q: 3 clusters Score -55745.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -55761.667969 Penalty: 659.289673
	Iteration 31Q: 3 clusters Score -55761.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -55767.031250 Penalty: 659.289673
	Iteration 32Q: 3 clusters Score -55767.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -55767.582031 Penalty: 659.289673
	Iteration 33Q: 3 clusters Score -55767.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -55768.648438 Penalty: 659.289673
	Iteration 34Q: 3 clusters Score -55768.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -55768.648438 Penalty: 659.289673
	Iteration 35F: 3 clusters Score -55768.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Entering Unmasked Estep 
Score: -201477.484375 Penalty: 386.389679
	Iteration 0F: 2 clusters Score -201477.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -198147.687500 Penalty: 772.779358
	Iteration 0F: 3 clusters Score -198147.7 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -199533.406250 Penalty: 772.779358
	Iteration 1F: 3 clusters Score -199533.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -199780.078125 Penalty: 772.779358
	Iteration 2F: 3 clusters Score -199780.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -200035.531250 Penalty: 772.779358
	Iteration 3F: 3 clusters Score -200035.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -200297.546875 Penalty: 772.779358
	Iteration 4F: 3 clusters Score -200297.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -200522.546875 Penalty: 772.779358
	Iteration 5F: 3 clusters Score -200522.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -200696.187500 Penalty: 772.779358
	Iteration 6Q: 3 clusters Score -200696.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -200840.031250 Penalty: 772.779358
	Iteration 7Q: 3 clusters Score -200840 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -200941.859375 Penalty: 772.779358
	Iteration 8Q: 3 clusters Score -200941.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -201001.515625 Penalty: 772.779358
	Iteration 9Q: 3 clusters Score -201001.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -201044.859375 Penalty: 772.779358
	Iteration 10Q: 3 clusters Score -201044.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -201066.843750 Penalty: 772.779358
	Iteration 11Q: 3 clusters Score -201066.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -201085.687500 Penalty: 772.779358
	Iteration 12Q: 3 clusters Score -201085.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -201098.843750 Penalty: 772.779358
	Iteration 13Q: 3 clusters Score -201098.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -201112.437500 Penalty: 772.779358
	Iteration 14Q: 3 clusters Score -201112.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -201126.953125 Penalty: 772.779358
	Iteration 15Q: 3 clusters Score -201127 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -201140.375000 Penalty: 772.779358
	Iteration 16Q: 3 clusters Score -201140.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -201149.781250 Penalty: 772.779358
	Iteration 17Q: 3 clusters Score -201149.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -201153.703125 Penalty: 772.779358
	Iteration 18Q: 3 clusters Score -201153.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -201157.187500 Penalty: 772.779358
	Iteration 19Q: 3 clusters Score -201157.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -201159.812500 Penalty: 772.779358
	Iteration 20F: 3 clusters Score -201159.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -201163.000000 Penalty: 772.779358
	Iteration 21Q: 3 clusters Score -201163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -201166.203125 Penalty: 772.779358
	Iteration 22Q: 3 clusters Score -201166.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -201168.437500 Penalty: 772.779358
	Iteration 23Q: 3 clusters Score -201168.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -201172.062500 Penalty: 772.779358
	Iteration 24Q: 3 clusters Score -201172.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -201175.187500 Penalty: 772.779358
	Iteration 25Q: 3 clusters Score -201175.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -201179.875000 Penalty: 772.779358
	Iteration 26Q: 3 clusters Score -201179.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -201184.562500 Penalty: 772.779358
	Iteration 27Q: 3 clusters Score -201184.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -201186.234375 Penalty: 772.779358
	Iteration 28Q: 3 clusters Score -201186.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -201188.359375 Penalty: 772.779358
	Iteration 29Q: 3 clusters Score -201188.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -201190.734375 Penalty: 772.779358
	Iteration 30Q: 3 clusters Score -201190.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -201191.609375 Penalty: 772.779358
	Iteration 31Q: 3 clusters Score -201191.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -201191.562500 Penalty: 772.779358
	Iteration 32Q: 3 clusters Score -201191.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -201191.953125 Penalty: 772.779358
	Iteration 33Q: 3 clusters Score -201192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -201193.812500 Penalty: 772.779358
	Iteration 34Q: 3 clusters Score -201193.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -201194.437500 Penalty: 772.779358
	Iteration 35Q: 3 clusters Score -201194.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -201194.656250 Penalty: 772.779358
	Iteration 36Q: 3 clusters Score -201194.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -201194.718750 Penalty: 772.779358
	Iteration 37Q: 3 clusters Score -201194.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -201194.718750 Penalty: 772.779358
	Iteration 38F: 3 clusters Score -201194.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -78523.453125 Penalty: 343.339264
	Iteration 0F: 2 clusters Score -78523.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -77126.507812 Penalty: 686.678528
	Iteration 0F: 3 clusters Score -77126.51 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -77641.523438 Penalty: 686.678528
	Iteration 1F: 3 clusters Score -77641.52 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -77715.656250 Penalty: 686.678528
	Iteration 2F: 3 clusters Score -77715.66 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -77785.593750 Penalty: 686.678528
	Iteration 3F: 3 clusters Score -77785.59 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -77867.929688 Penalty: 686.678528
	Iteration 4F: 3 clusters Score -77867.93 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -77941.546875 Penalty: 686.678528
	Iteration 5F: 3 clusters Score -77941.55 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -77998.226562 Penalty: 686.678528
	Iteration 6Q: 3 clusters Score -77998.23 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -78039.609375 Penalty: 686.678528
	Iteration 7Q: 3 clusters Score -78039.61 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -78076.585938 Penalty: 686.678528
	Iteration 8Q: 3 clusters Score -78076.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -78119.164062 Penalty: 686.678528
	Iteration 9Q: 3 clusters Score -78119.16 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -78172.117188 Penalty: 686.678528
	Iteration 10Q: 3 clusters Score -78172.12 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -78233.156250 Penalty: 686.678528
	Iteration 11Q: 3 clusters Score -78233.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -78279.750000 Penalty: 686.678528
	Iteration 12Q: 3 clusters Score -78279.75 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -78324.460938 Penalty: 686.678528
	Iteration 13Q: 3 clusters Score -78324.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -78354.976562 Penalty: 686.678528
	Iteration 14Q: 3 clusters Score -78354.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -78371.523438 Penalty: 686.678528
	Iteration 15Q: 3 clusters Score -78371.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -78380.289062 Penalty: 686.678528
	Iteration 16Q: 3 clusters Score -78380.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -78387.625000 Penalty: 686.678528
	Iteration 17Q: 3 clusters Score -78387.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -78396.562500 Penalty: 686.678528
	Iteration 18Q: 3 clusters Score -78396.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -78400.000000 Penalty: 686.678528
	Iteration 19Q: 3 clusters Score -78400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -78406.984375 Penalty: 686.678528
	Iteration 20F: 3 clusters Score -78406.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -78410.757812 Penalty: 686.678528
	Iteration 21Q: 3 clusters Score -78410.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -78411.625000 Penalty: 686.678528
	Iteration 22Q: 3 clusters Score -78411.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -78411.625000 Penalty: 686.678528
	Iteration 23F: 3 clusters Score -78411.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -71633.507812 Penalty: 341.599884
	Iteration 0F: 2 clusters Score -71633.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -70275.468750 Penalty: 683.199768
	Iteration 0F: 3 clusters Score -70275.47 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -70771.789062 Penalty: 683.199768
	Iteration 1F: 3 clusters Score -70771.79 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -70900.031250 Penalty: 683.199768
	Iteration 2F: 3 clusters Score -70900.03 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -71025.437500 Penalty: 683.199768
	Iteration 3F: 3 clusters Score -71025.44 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -71163.132812 Penalty: 683.199768
	Iteration 4F: 3 clusters Score -71163.13 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -71282.062500 Penalty: 683.199768
	Iteration 5F: 3 clusters Score -71282.06 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -71377.148438 Penalty: 683.199768
	Iteration 6F: 3 clusters Score -71377.15 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -71445.257812 Penalty: 683.199768
	Iteration 7Q: 3 clusters Score -71445.26 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -71471.421875 Penalty: 683.199768
	Iteration 8Q: 3 clusters Score -71471.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71482.132812 Penalty: 683.199768
	Iteration 9Q: 3 clusters Score -71482.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -71487.960938 Penalty: 683.199768
	Iteration 10Q: 3 clusters Score -71487.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -71489.468750 Penalty: 683.199768
	Iteration 11Q: 3 clusters Score -71489.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71491.695312 Penalty: 683.199768
	Iteration 12Q: 3 clusters Score -71491.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71491.992188 Penalty: 683.199768
	Iteration 13Q: 3 clusters Score -71491.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71491.992188 Penalty: 683.199768
	Iteration 14F: 3 clusters Score -71491.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Entering Unmasked Estep 
Score: -123532.695312 Penalty: 365.220490
	Iteration 0F: 2 clusters Score -123532.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -121368.851562 Penalty: 730.440979
	Iteration 0F: 3 clusters Score -121368.9 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -122118.835938 Penalty: 730.440979
	Iteration 1F: 3 clusters Score -122118.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -122266.523438 Penalty: 730.440979
	Iteration 2F: 3 clusters Score -122266.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -122448.265625 Penalty: 730.440979
	Iteration 3F: 3 clusters Score -122448.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -122607.757812 Penalty: 730.440979
	Iteration 4F: 3 clusters Score -122607.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -122720.968750 Penalty: 730.440979
	Iteration 5F: 3 clusters Score -122721 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -122797.804688 Penalty: 730.440979
	Iteration 6Q: 3 clusters Score -122797.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -122849.960938 Penalty: 730.440979
	Iteration 7Q: 3 clusters Score -122850 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -122900.203125 Penalty: 730.440979
	Iteration 8Q: 3 clusters Score -122900.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -122971.195312 Penalty: 730.440979
	Iteration 9Q: 3 clusters Score -122971.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -123015.320312 Penalty: 730.440979
	Iteration 10Q: 3 clusters Score -123015.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -123042.375000 Penalty: 730.440979
	Iteration 11Q: 3 clusters Score -123042.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -123064.640625 Penalty: 730.440979
	Iteration 12Q: 3 clusters Score -123064.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -123083.609375 Penalty: 730.440979
	Iteration 13Q: 3 clusters Score -123083.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -123101.593750 Penalty: 730.440979
	Iteration 14Q: 3 clusters Score -123101.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -123120.960938 Penalty: 730.440979
	Iteration 15Q: 3 clusters Score -123121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -123143.156250 Penalty: 730.440979
	Iteration 16Q: 3 clusters Score -123143.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -123169.179688 Penalty: 730.440979
	Iteration 17Q: 3 clusters Score -123169.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -123193.390625 Penalty: 730.440979
	Iteration 18Q: 3 clusters Score -123193.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -123211.835938 Penalty: 730.440979
	Iteration 19Q: 3 clusters Score -123211.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -123225.539062 Penalty: 730.440979
	Iteration 20F: 3 clusters Score -123225.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -123237.867188 Penalty: 730.440979
	Iteration 21Q: 3 clusters Score -123237.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -123243.921875 Penalty: 730.440979
	Iteration 22Q: 3 clusters Score -123243.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -123253.468750 Penalty: 730.440979
	Iteration 23Q: 3 clusters Score -123253.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -123264.296875 Penalty: 730.440979
	Iteration 24Q: 3 clusters Score -123264.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -123271.000000 Penalty: 730.440979
	Iteration 25Q: 3 clusters Score -123271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -123275.109375 Penalty: 730.440979
	Iteration 26Q: 3 clusters Score -123275.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -123276.976562 Penalty: 730.440979
	Iteration 27Q: 3 clusters Score -123277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -123279.554688 Penalty: 730.440979
	Iteration 28Q: 3 clusters Score -123279.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -123283.398438 Penalty: 730.440979
	Iteration 29Q: 3 clusters Score -123283.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -123287.679688 Penalty: 730.440979
	Iteration 30Q: 3 clusters Score -123287.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -123289.304688 Penalty: 730.440979
	Iteration 31Q: 3 clusters Score -123289.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -123289.859375 Penalty: 730.440979
	Iteration 32Q: 3 clusters Score -123289.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -123290.125000 Penalty: 730.440979
	Iteration 33Q: 3 clusters Score -123290.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -123290.304688 Penalty: 730.440979
	Iteration 34Q: 3 clusters Score -123290.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -123290.281250 Penalty: 730.440979
	Iteration 35Q: 3 clusters Score -123290.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -123291.125000 Penalty: 730.440979
	Iteration 36Q: 3 clusters Score -123291.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -123291.273438 Penalty: 730.440979
	Iteration 37Q: 3 clusters Score -123291.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -123292.187500 Penalty: 730.440979
	Iteration 38Q: 3 clusters Score -123292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -123292.632812 Penalty: 730.440979
	Iteration 39Q: 3 clusters Score -123292.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -123292.656250 Penalty: 730.440979
	Iteration 40F: 3 clusters Score -123292.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -123292.679688 Penalty: 730.440979
	Iteration 41Q: 3 clusters Score -123292.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -123292.679688 Penalty: 730.440979
	Iteration 42F: 3 clusters Score -123292.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -98600.953125 Penalty: 356.984253
	Iteration 0F: 2 clusters Score -98600.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -96766.531250 Penalty: 713.968506
	Iteration 0F: 3 clusters Score -96766.53 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -97445.187500 Penalty: 713.968506
	Iteration 1F: 3 clusters Score -97445.19 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -97534.875000 Penalty: 713.968506
	Iteration 2F: 3 clusters Score -97534.88 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -97610.000000 Penalty: 713.968506
	Iteration 3F: 3 clusters Score -97610 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -97686.539062 Penalty: 713.968506
	Iteration 4F: 3 clusters Score -97686.54 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -97776.812500 Penalty: 713.968506
	Iteration 5F: 3 clusters Score -97776.81 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -97864.984375 Penalty: 713.968506
	Iteration 6Q: 3 clusters Score -97864.98 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -97950.882812 Penalty: 713.968506
	Iteration 7Q: 3 clusters Score -97950.88 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -98038.835938 Penalty: 713.968506
	Iteration 8Q: 3 clusters Score -98038.84 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -98121.328125 Penalty: 713.968506
	Iteration 9Q: 3 clusters Score -98121.33 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -98189.781250 Penalty: 713.968506
	Iteration 10Q: 3 clusters Score -98189.78 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -98242.171875 Penalty: 713.968506
	Iteration 11Q: 3 clusters Score -98242.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -98276.281250 Penalty: 713.968506
	Iteration 12Q: 3 clusters Score -98276.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -98291.367188 Penalty: 713.968506
	Iteration 13Q: 3 clusters Score -98291.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -98297.007812 Penalty: 713.968506
	Iteration 14Q: 3 clusters Score -98297.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -98301.828125 Penalty: 713.968506
	Iteration 15Q: 3 clusters Score -98301.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -98304.773438 Penalty: 713.968506
	Iteration 16Q: 3 clusters Score -98304.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -98307.164062 Penalty: 713.968506
	Iteration 17Q: 3 clusters Score -98307.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -98308.523438 Penalty: 713.968506
	Iteration 18Q: 3 clusters Score -98308.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -98309.312500 Penalty: 713.968506
	Iteration 19Q: 3 clusters Score -98309.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -98310.179688 Penalty: 713.968506
	Iteration 20F: 3 clusters Score -98310.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Entering Unmasked Estep 
Score: -197129.859375 Penalty: 387.331635
	Iteration 0F: 2 clusters Score -197129.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -193827.218750 Penalty: 774.663269
	Iteration 0F: 3 clusters Score -193827.2 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -195373.890625 Penalty: 774.663269
	Iteration 1F: 3 clusters Score -195373.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -195736.203125 Penalty: 774.663269
	Iteration 2F: 3 clusters Score -195736.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -196076.750000 Penalty: 774.663269
	Iteration 3F: 3 clusters Score -196076.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -196348.875000 Penalty: 774.663269
	Iteration 4F: 3 clusters Score -196348.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -196507.328125 Penalty: 774.663269
	Iteration 5F: 3 clusters Score -196507.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -196592.687500 Penalty: 774.663269
	Iteration 6Q: 3 clusters Score -196592.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -196653.953125 Penalty: 774.663269
	Iteration 7Q: 3 clusters Score -196654 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -196710.687500 Penalty: 774.663269
	Iteration 8Q: 3 clusters Score -196710.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -196771.593750 Penalty: 774.663269
	Iteration 9Q: 3 clusters Score -196771.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -196841.640625 Penalty: 774.663269
	Iteration 10Q: 3 clusters Score -196841.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -196895.750000 Penalty: 774.663269
	Iteration 11Q: 3 clusters Score -196895.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -196921.906250 Penalty: 774.663269
	Iteration 12Q: 3 clusters Score -196921.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -196943.156250 Penalty: 774.663269
	Iteration 13Q: 3 clusters Score -196943.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -196955.453125 Penalty: 774.663269
	Iteration 14Q: 3 clusters Score -196955.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -196962.609375 Penalty: 774.663269
	Iteration 15Q: 3 clusters Score -196962.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -196967.046875 Penalty: 774.663269
	Iteration 16Q: 3 clusters Score -196967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -196969.890625 Penalty: 774.663269
	Iteration 17Q: 3 clusters Score -196969.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -196970.968750 Penalty: 774.663269
	Iteration 18Q: 3 clusters Score -196971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -196972.937500 Penalty: 774.663269
	Iteration 19Q: 3 clusters Score -196972.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -196975.625000 Penalty: 774.663269
	Iteration 20F: 3 clusters Score -196975.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -196978.937500 Penalty: 774.663269
	Iteration 21Q: 3 clusters Score -196978.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -196983.031250 Penalty: 774.663269
	Iteration 22Q: 3 clusters Score -196983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -196985.015625 Penalty: 774.663269
	Iteration 23Q: 3 clusters Score -196985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -196986.218750 Penalty: 774.663269
	Iteration 24Q: 3 clusters Score -196986.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -196988.640625 Penalty: 774.663269
	Iteration 25Q: 3 clusters Score -196988.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -196992.578125 Penalty: 774.663269
	Iteration 26Q: 3 clusters Score -196992.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -196995.890625 Penalty: 774.663269
	Iteration 27Q: 3 clusters Score -196995.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -196997.718750 Penalty: 774.663269
	Iteration 28Q: 3 clusters Score -196997.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -196998.656250 Penalty: 774.663269
	Iteration 29Q: 3 clusters Score -196998.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -196999.531250 Penalty: 774.663269
	Iteration 30Q: 3 clusters Score -196999.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -196999.640625 Penalty: 774.663269
	Iteration 31Q: 3 clusters Score -196999.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -196999.609375 Penalty: 774.663269
	Iteration 32Q: 3 clusters Score -196999.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -197000.500000 Penalty: 774.663269
	Iteration 33Q: 3 clusters Score -197000.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -197001.062500 Penalty: 774.663269
	Iteration 34Q: 3 clusters Score -197001.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -197001.062500 Penalty: 774.663269
	Iteration 35F: 3 clusters Score -197001.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -243899.203125 Penalty: 397.202301
	Iteration 0F: 2 clusters Score -243899.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -239723.671875 Penalty: 794.404602
	Iteration 0F: 3 clusters Score -239723.7 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -241288.640625 Penalty: 794.404602
	Iteration 1F: 3 clusters Score -241288.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -241643.296875 Penalty: 794.404602
	Iteration 2F: 3 clusters Score -241643.3 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -242184.765625 Penalty: 794.404602
	Iteration 3F: 3 clusters Score -242184.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -242802.765625 Penalty: 794.404602
	Iteration 4F: 3 clusters Score -242802.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -243200.296875 Penalty: 794.404602
	Iteration 5F: 3 clusters Score -243200.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -243390.000000 Penalty: 794.404602
	Iteration 6Q: 3 clusters Score -243390 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -243488.140625 Penalty: 794.404602
	Iteration 7Q: 3 clusters Score -243488.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -243561.281250 Penalty: 794.404602
	Iteration 8Q: 3 clusters Score -243561.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -243613.593750 Penalty: 794.404602
	Iteration 9Q: 3 clusters Score -243613.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -243637.468750 Penalty: 794.404602
	Iteration 10Q: 3 clusters Score -243637.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -243652.750000 Penalty: 794.404602
	Iteration 11Q: 3 clusters Score -243652.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -243662.609375 Penalty: 794.404602
	Iteration 12Q: 3 clusters Score -243662.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -243667.906250 Penalty: 794.404602
	Iteration 13Q: 3 clusters Score -243667.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -243671.578125 Penalty: 794.404602
	Iteration 14Q: 3 clusters Score -243671.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -243675.203125 Penalty: 794.404602
	Iteration 15Q: 3 clusters Score -243675.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -243677.656250 Penalty: 794.404602
	Iteration 16Q: 3 clusters Score -243677.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -243680.125000 Penalty: 794.404602
	Iteration 17Q: 3 clusters Score -243680.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -243682.562500 Penalty: 794.404602
	Iteration 18Q: 3 clusters Score -243682.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -243684.406250 Penalty: 794.404602
	Iteration 19Q: 3 clusters Score -243684.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -243686.531250 Penalty: 794.404602
	Iteration 20F: 3 clusters Score -243686.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -243690.375000 Penalty: 794.404602
	Iteration 21Q: 3 clusters Score -243690.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -243696.140625 Penalty: 794.404602
	Iteration 22Q: 3 clusters Score -243696.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -243698.062500 Penalty: 794.404602
	Iteration 23Q: 3 clusters Score -243698.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -243699.875000 Penalty: 794.404602
	Iteration 24Q: 3 clusters Score -243699.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -243704.031250 Penalty: 794.404602
	Iteration 25Q: 3 clusters Score -243704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -243712.031250 Penalty: 794.404602
	Iteration 26Q: 3 clusters Score -243712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -243723.375000 Penalty: 794.404602
	Iteration 27Q: 3 clusters Score -243723.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -243733.312500 Penalty: 794.404602
	Iteration 28Q: 3 clusters Score -243733.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -243742.921875 Penalty: 794.404602
	Iteration 29Q: 3 clusters Score -243742.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -243750.859375 Penalty: 794.404602
	Iteration 30Q: 3 clusters Score -243750.9 nChanged 15
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: -243759.218750 Penalty: 794.404602
	Iteration 31Q: 3 clusters Score -243759.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -243764.812500 Penalty: 794.404602
	Iteration 32Q: 3 clusters Score -243764.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -243768.593750 Penalty: 794.404602
	Iteration 33Q: 3 clusters Score -243768.6 nChanged 7
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: -243772.953125 Penalty: 794.404602
	Iteration 34Q: 3 clusters Score -243773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -243775.671875 Penalty: 794.404602
	Iteration 35Q: 3 clusters Score -243775.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -243778.406250 Penalty: 794.404602
	Iteration 36Q: 3 clusters Score -243778.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -243781.078125 Penalty: 794.404602
	Iteration 37Q: 3 clusters Score -243781.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -243781.515625 Penalty: 794.404602
	Iteration 38Q: 3 clusters Score -243781.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -243781.843750 Penalty: 794.404602
	Iteration 39Q: 3 clusters Score -243781.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -243782.312500 Penalty: 794.404602
	Iteration 40F: 3 clusters Score -243782.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -243782.375000 Penalty: 794.404602
	Iteration 41Q: 3 clusters Score -243782.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -243783.453125 Penalty: 794.404602
	Iteration 42Q: 3 clusters Score -243783.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -243784.546875 Penalty: 794.404602
	Iteration 43Q: 3 clusters Score -243784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -243784.578125 Penalty: 794.404602
	Iteration 44Q: 3 clusters Score -243784.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -243784.578125 Penalty: 794.404602
	Iteration 45F: 3 clusters Score -243784.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -40422.339844 Penalty: 318.182190
	Iteration 0F: 2 clusters Score -40422.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -39540.648438 Penalty: 636.364380
	Iteration 0F: 3 clusters Score -39540.65 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -39804.429688 Penalty: 636.364380
	Iteration 1F: 3 clusters Score -39804.43 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -39872.585938 Penalty: 636.364380
	Iteration 2F: 3 clusters Score -39872.59 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -39917.140625 Penalty: 636.364380
	Iteration 3F: 3 clusters Score -39917.14 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -39966.539062 Penalty: 636.364380
	Iteration 4F: 3 clusters Score -39966.54 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -40021.667969 Penalty: 636.364380
	Iteration 5F: 3 clusters Score -40021.67 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -40055.582031 Penalty: 636.364380
	Iteration 6Q: 3 clusters Score -40055.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -40085.066406 Penalty: 636.364380
	Iteration 7Q: 3 clusters Score -40085.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -40107.628906 Penalty: 636.364380
	Iteration 8Q: 3 clusters Score -40107.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -40132.554688 Penalty: 636.364380
	Iteration 9Q: 3 clusters Score -40132.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -40154.316406 Penalty: 636.364380
	Iteration 10Q: 3 clusters Score -40154.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -40184.183594 Penalty: 636.364380
	Iteration 11Q: 3 clusters Score -40184.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -40222.945312 Penalty: 636.364380
	Iteration 12Q: 3 clusters Score -40222.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -40262.570312 Penalty: 636.364380
	Iteration 13Q: 3 clusters Score -40262.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -40291.585938 Penalty: 636.364380
	Iteration 14Q: 3 clusters Score -40291.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -40318.015625 Penalty: 636.364380
	Iteration 15Q: 3 clusters Score -40318.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -40354.585938 Penalty: 636.364380
	Iteration 16Q: 3 clusters Score -40354.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -40374.304688 Penalty: 636.364380
	Iteration 17Q: 3 clusters Score -40374.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -40393.222656 Penalty: 636.364380
	Iteration 18Q: 3 clusters Score -40393.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -40410.746094 Penalty: 636.364380
	Iteration 19Q: 3 clusters Score -40410.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -40417.820312 Penalty: 636.364380
	Iteration 20F: 3 clusters Score -40417.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -40426.589844 Penalty: 636.364380
	Iteration 21Q: 3 clusters Score -40426.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -40441.144531 Penalty: 636.364380
	Iteration 22Q: 3 clusters Score -40441.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -40457.695312 Penalty: 636.364380
	Iteration 23Q: 3 clusters Score -40457.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -40462.699219 Penalty: 636.364380
	Iteration 24Q: 3 clusters Score -40462.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -40465.417969 Penalty: 636.364380
	Iteration 25Q: 3 clusters Score -40465.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -40467.121094 Penalty: 636.364380
	Iteration 26Q: 3 clusters Score -40467.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -40468.035156 Penalty: 636.364380
	Iteration 27Q: 3 clusters Score -40468.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -40468.035156 Penalty: 636.364380
	Iteration 28F: 3 clusters Score -40468.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1207 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 4759 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 1995 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3685 members 
Mstep: Class 14 contains 15154 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 282941 members 
Mstep: Class 17 contains 58403 members 
Mstep: Class 18 contains 4728 members 
Mstep: Class 19 contains 26313 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1893 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2555 members 
Mstep: Class 28 contains 4978 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 375 members 
Mstep: Class 31 contains 1234 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1155 members 
Mstep: Class 34 contains 6548 members 
Mstep: Class 35 contains 1431 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2573 members 
Mstep: Class 38 contains 26706 members 
Mstep: Class 39 contains 744 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 220549 members 
Mstep: Class 42 contains 714 members 
Entering Unmasked Estep 
Score: -28356176.000000 Penalty: 25800.025391
Splitting cluster 30 changes total score from -28355954.000000 to -28356176.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 31 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -42573.546875 Penalty: 323.869751
	Iteration 0F: 2 clusters Score -42573.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -41633.570312 Penalty: 647.739502
	Iteration 0F: 3 clusters Score -41633.57 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -42022.171875 Penalty: 647.739502
	Iteration 1F: 3 clusters Score -42022.17 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -42130.988281 Penalty: 647.739502
	Iteration 2F: 3 clusters Score -42130.99 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -42206.308594 Penalty: 647.739502
	Iteration 3F: 3 clusters Score -42206.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -42240.710938 Penalty: 647.739502
	Iteration 4Q: 3 clusters Score -42240.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -42260.824219 Penalty: 647.739502
	Iteration 5Q: 3 clusters Score -42260.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -42277.843750 Penalty: 647.739502
	Iteration 6Q: 3 clusters Score -42277.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -42296.976562 Penalty: 647.739502
	Iteration 7Q: 3 clusters Score -42296.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -42321.292969 Penalty: 647.739502
	Iteration 8Q: 3 clusters Score -42321.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -42342.015625 Penalty: 647.739502
	Iteration 9Q: 3 clusters Score -42342.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -42352.324219 Penalty: 647.739502
	Iteration 10Q: 3 clusters Score -42352.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -42361.062500 Penalty: 647.739502
	Iteration 11Q: 3 clusters Score -42361.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -42370.417969 Penalty: 647.739502
	Iteration 12Q: 3 clusters Score -42370.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -42373.933594 Penalty: 647.739502
	Iteration 13Q: 3 clusters Score -42373.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -42375.406250 Penalty: 647.739502
	Iteration 14Q: 3 clusters Score -42375.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -42376.117188 Penalty: 647.739502
	Iteration 15Q: 3 clusters Score -42376.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -42377.628906 Penalty: 647.739502
	Iteration 16Q: 3 clusters Score -42377.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -42378.437500 Penalty: 647.739502
	Iteration 17Q: 3 clusters Score -42378.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -42378.480469 Penalty: 647.739502
	Iteration 18Q: 3 clusters Score -42378.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -42378.480469 Penalty: 647.739502
	Iteration 19F: 3 clusters Score -42378.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -13501.984375 Penalty: 272.039307
	Iteration 0F: 2 clusters Score -13501.98 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 195 members 
Entering Unmasked Estep 
Score: -13080.659180 Penalty: 544.078613
	Iteration 0F: 3 clusters Score -13080.66 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13191.522461 Penalty: 544.078613
	Iteration 1F: 3 clusters Score -13191.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13231.689453 Penalty: 544.078613
	Iteration 2F: 3 clusters Score -13231.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13269.515625 Penalty: 544.078613
	Iteration 3F: 3 clusters Score -13269.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13295.309570 Penalty: 544.078613
	Iteration 4Q: 3 clusters Score -13295.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13310.119141 Penalty: 544.078613
	Iteration 5Q: 3 clusters Score -13310.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13323.246094 Penalty: 544.078613
	Iteration 6Q: 3 clusters Score -13323.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13331.711914 Penalty: 544.078613
	Iteration 7Q: 3 clusters Score -13331.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13337.845703 Penalty: 544.078613
	Iteration 8Q: 3 clusters Score -13337.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13342.795898 Penalty: 544.078613
	Iteration 9Q: 3 clusters Score -13342.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13344.857422 Penalty: 544.078613
	Iteration 10Q: 3 clusters Score -13344.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13345.138672 Penalty: 544.078613
	Iteration 11Q: 3 clusters Score -13345.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13345.138672 Penalty: 544.078613
	Iteration 12F: 3 clusters Score -13345.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -42348.480469 Penalty: 320.859436
	Iteration 0F: 2 clusters Score -42348.48 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 572 members 
Entering Unmasked Estep 
Score: -41460.667969 Penalty: 641.718872
	Iteration 0F: 3 clusters Score -41460.67 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -41821.710938 Penalty: 641.718872
	Iteration 1F: 3 clusters Score -41821.71 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -41937.367188 Penalty: 641.718872
	Iteration 2F: 3 clusters Score -41937.37 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -42042.585938 Penalty: 641.718872
	Iteration 3F: 3 clusters Score -42042.59 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -42099.511719 Penalty: 641.718872
	Iteration 4F: 3 clusters Score -42099.51 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -42126.390625 Penalty: 641.718872
	Iteration 5Q: 3 clusters Score -42126.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -42142.031250 Penalty: 641.718872
	Iteration 6Q: 3 clusters Score -42142.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -42150.789062 Penalty: 641.718872
	Iteration 7Q: 3 clusters Score -42150.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -42159.238281 Penalty: 641.718872
	Iteration 8Q: 3 clusters Score -42159.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -42164.023438 Penalty: 641.718872
	Iteration 9Q: 3 clusters Score -42164.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -42166.265625 Penalty: 641.718872
	Iteration 10Q: 3 clusters Score -42166.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -42167.914062 Penalty: 641.718872
	Iteration 11Q: 3 clusters Score -42167.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -42168.984375 Penalty: 641.718872
	Iteration 12Q: 3 clusters Score -42168.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -42169.617188 Penalty: 641.718872
	Iteration 13Q: 3 clusters Score -42169.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -42169.859375 Penalty: 641.718872
	Iteration 14Q: 3 clusters Score -42169.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -42169.859375 Penalty: 641.718872
	Iteration 15F: 3 clusters Score -42169.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Entering Unmasked Estep 
Score: -255723.562500 Penalty: 399.804626
	Iteration 0F: 2 clusters Score -255723.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -251306.531250 Penalty: 799.609253
	Iteration 0F: 3 clusters Score -251306.5 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -253127.546875 Penalty: 799.609253
	Iteration 1F: 3 clusters Score -253127.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -253451.953125 Penalty: 799.609253
	Iteration 2F: 3 clusters Score -253452 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -253757.937500 Penalty: 799.609253
	Iteration 3F: 3 clusters Score -253757.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -254037.046875 Penalty: 799.609253
	Iteration 4F: 3 clusters Score -254037 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -254281.703125 Penalty: 799.609253
	Iteration 5F: 3 clusters Score -254281.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -254477.046875 Penalty: 799.609253
	Iteration 6F: 3 clusters Score -254477 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -254578.984375 Penalty: 799.609253
	Iteration 7Q: 3 clusters Score -254579 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -254654.343750 Penalty: 799.609253
	Iteration 8Q: 3 clusters Score -254654.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -254710.843750 Penalty: 799.609253
	Iteration 9Q: 3 clusters Score -254710.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -254754.468750 Penalty: 799.609253
	Iteration 10Q: 3 clusters Score -254754.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -254796.921875 Penalty: 799.609253
	Iteration 11Q: 3 clusters Score -254796.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -254853.296875 Penalty: 799.609253
	Iteration 12Q: 3 clusters Score -254853.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -254926.671875 Penalty: 799.609253
	Iteration 13Q: 3 clusters Score -254926.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -254992.640625 Penalty: 799.609253
	Iteration 14Q: 3 clusters Score -254992.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -255055.281250 Penalty: 799.609253
	Iteration 15Q: 3 clusters Score -255055.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -255095.421875 Penalty: 799.609253
	Iteration 16Q: 3 clusters Score -255095.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -255121.640625 Penalty: 799.609253
	Iteration 17Q: 3 clusters Score -255121.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -255142.953125 Penalty: 799.609253
	Iteration 18Q: 3 clusters Score -255143 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -255161.171875 Penalty: 799.609253
	Iteration 19Q: 3 clusters Score -255161.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -255174.812500 Penalty: 799.609253
	Iteration 20F: 3 clusters Score -255174.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -255181.390625 Penalty: 799.609253
	Iteration 21Q: 3 clusters Score -255181.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -255187.765625 Penalty: 799.609253
	Iteration 22Q: 3 clusters Score -255187.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -255192.125000 Penalty: 799.609253
	Iteration 23Q: 3 clusters Score -255192.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -255197.250000 Penalty: 799.609253
	Iteration 24Q: 3 clusters Score -255197.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -255200.296875 Penalty: 799.609253
	Iteration 25Q: 3 clusters Score -255200.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -255205.562500 Penalty: 799.609253
	Iteration 26Q: 3 clusters Score -255205.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -255213.015625 Penalty: 799.609253
	Iteration 27Q: 3 clusters Score -255213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -255216.906250 Penalty: 799.609253
	Iteration 28Q: 3 clusters Score -255216.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -255221.937500 Penalty: 799.609253
	Iteration 29Q: 3 clusters Score -255221.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -255230.578125 Penalty: 799.609253
	Iteration 30Q: 3 clusters Score -255230.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -255235.328125 Penalty: 799.609253
	Iteration 31Q: 3 clusters Score -255235.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -255239.296875 Penalty: 799.609253
	Iteration 32Q: 3 clusters Score -255239.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -255242.609375 Penalty: 799.609253
	Iteration 33Q: 3 clusters Score -255242.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -255244.296875 Penalty: 799.609253
	Iteration 34Q: 3 clusters Score -255244.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -255246.234375 Penalty: 799.609253
	Iteration 35Q: 3 clusters Score -255246.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -255249.343750 Penalty: 799.609253
	Iteration 36Q: 3 clusters Score -255249.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -255254.796875 Penalty: 799.609253
	Iteration 37Q: 3 clusters Score -255254.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -255257.234375 Penalty: 799.609253
	Iteration 38Q: 3 clusters Score -255257.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -255261.484375 Penalty: 799.609253
	Iteration 39Q: 3 clusters Score -255261.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -255264.843750 Penalty: 799.609253
	Iteration 40F: 3 clusters Score -255264.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -255269.234375 Penalty: 799.609253
	Iteration 41Q: 3 clusters Score -255269.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -255272.031250 Penalty: 799.609253
	Iteration 42Q: 3 clusters Score -255272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -255273.343750 Penalty: 799.609253
	Iteration 43Q: 3 clusters Score -255273.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -255275.343750 Penalty: 799.609253
	Iteration 44Q: 3 clusters Score -255275.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -255276.468750 Penalty: 799.609253
	Iteration 45Q: 3 clusters Score -255276.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -255277.656250 Penalty: 799.609253
	Iteration 46Q: 3 clusters Score -255277.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -255278.968750 Penalty: 799.609253
	Iteration 47Q: 3 clusters Score -255279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -255281.203125 Penalty: 799.609253
	Iteration 48Q: 3 clusters Score -255281.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -255282.812500 Penalty: 799.609253
	Iteration 49Q: 3 clusters Score -255282.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -255284.484375 Penalty: 799.609253
	Iteration 50Q: 3 clusters Score -255284.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -255287.500000 Penalty: 799.609253
	Iteration 51Q: 3 clusters Score -255287.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -255288.859375 Penalty: 799.609253
	Iteration 52Q: 3 clusters Score -255288.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -255290.765625 Penalty: 799.609253
	Iteration 53Q: 3 clusters Score -255290.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -255290.875000 Penalty: 799.609253
	Iteration 54Q: 3 clusters Score -255290.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -255290.968750 Penalty: 799.609253
	Iteration 55Q: 3 clusters Score -255291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -255291.546875 Penalty: 799.609253
	Iteration 56Q: 3 clusters Score -255291.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -255292.375000 Penalty: 799.609253
	Iteration 57Q: 3 clusters Score -255292.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -255293.125000 Penalty: 799.609253
	Iteration 58Q: 3 clusters Score -255293.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -255293.484375 Penalty: 799.609253
	Iteration 59Q: 3 clusters Score -255293.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -255294.187500 Penalty: 799.609253
	Iteration 60F: 3 clusters Score -255294.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -255294.156250 Penalty: 799.609253
	Iteration 61Q: 3 clusters Score -255294.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -255295.187500 Penalty: 799.609253
	Iteration 62Q: 3 clusters Score -255295.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -255296.453125 Penalty: 799.609253
	Iteration 63Q: 3 clusters Score -255296.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -255299.671875 Penalty: 799.609253
	Iteration 64Q: 3 clusters Score -255299.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -255305.453125 Penalty: 799.609253
	Iteration 65Q: 3 clusters Score -255305.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -255314.953125 Penalty: 799.609253
	Iteration 66Q: 3 clusters Score -255315 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -255326.906250 Penalty: 799.609253
	Iteration 67Q: 3 clusters Score -255326.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -255340.906250 Penalty: 799.609253
	Iteration 68Q: 3 clusters Score -255340.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -255360.796875 Penalty: 799.609253
	Iteration 69Q: 3 clusters Score -255360.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -255392.796875 Penalty: 799.609253
	Iteration 70Q: 3 clusters Score -255392.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -255441.109375 Penalty: 799.609253
	Iteration 71Q: 3 clusters Score -255441.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -255495.062500 Penalty: 799.609253
	Iteration 72Q: 3 clusters Score -255495.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -255556.812500 Penalty: 799.609253
	Iteration 73Q: 3 clusters Score -255556.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -255604.781250 Penalty: 799.609253
	Iteration 74Q: 3 clusters Score -255604.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -255631.312500 Penalty: 799.609253
	Iteration 75Q: 3 clusters Score -255631.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -255646.000000 Penalty: 799.609253
	Iteration 76Q: 3 clusters Score -255646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -255652.609375 Penalty: 799.609253
	Iteration 77Q: 3 clusters Score -255652.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -255657.234375 Penalty: 799.609253
	Iteration 78Q: 3 clusters Score -255657.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -255657.296875 Penalty: 799.609253
	Iteration 79Q: 3 clusters Score -255657.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -255657.718750 Penalty: 799.609253
	Iteration 80F: 3 clusters Score -255657.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -49388.710938 Penalty: 330.608856
	Iteration 0F: 2 clusters Score -49388.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -48302.734375 Penalty: 661.217712
	Iteration 0F: 3 clusters Score -48302.73 nChanged 589
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: -48712.250000 Penalty: 661.217712
	Iteration 1F: 3 clusters Score -48712.25 nChanged 114
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: -48788.160156 Penalty: 661.217712
	Iteration 2F: 3 clusters Score -48788.16 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -48859.488281 Penalty: 661.217712
	Iteration 3F: 3 clusters Score -48859.49 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -48921.117188 Penalty: 661.217712
	Iteration 4F: 3 clusters Score -48921.12 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -48973.820312 Penalty: 661.217712
	Iteration 5Q: 3 clusters Score -48973.82 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -48998.699219 Penalty: 661.217712
	Iteration 6Q: 3 clusters Score -48998.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -49011.515625 Penalty: 661.217712
	Iteration 7Q: 3 clusters Score -49011.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -49020.078125 Penalty: 661.217712
	Iteration 8Q: 3 clusters Score -49020.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -49026.058594 Penalty: 661.217712
	Iteration 9Q: 3 clusters Score -49026.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -49033.714844 Penalty: 661.217712
	Iteration 10Q: 3 clusters Score -49033.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -49039.625000 Penalty: 661.217712
	Iteration 11Q: 3 clusters Score -49039.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -49046.984375 Penalty: 661.217712
	Iteration 12Q: 3 clusters Score -49046.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -49054.152344 Penalty: 661.217712
	Iteration 13Q: 3 clusters Score -49054.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -49057.605469 Penalty: 661.217712
	Iteration 14Q: 3 clusters Score -49057.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -49059.511719 Penalty: 661.217712
	Iteration 15Q: 3 clusters Score -49059.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -49061.160156 Penalty: 661.217712
	Iteration 16Q: 3 clusters Score -49061.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -49062.933594 Penalty: 661.217712
	Iteration 17Q: 3 clusters Score -49062.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -49064.738281 Penalty: 661.217712
	Iteration 18Q: 3 clusters Score -49064.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -49067.105469 Penalty: 661.217712
	Iteration 19Q: 3 clusters Score -49067.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -49069.285156 Penalty: 661.217712
	Iteration 20F: 3 clusters Score -49069.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -49071.703125 Penalty: 661.217712
	Iteration 21Q: 3 clusters Score -49071.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -49074.828125 Penalty: 661.217712
	Iteration 22Q: 3 clusters Score -49074.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -49077.500000 Penalty: 661.217712
	Iteration 23Q: 3 clusters Score -49077.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -49082.933594 Penalty: 661.217712
	Iteration 24Q: 3 clusters Score -49082.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -49087.066406 Penalty: 661.217712
	Iteration 25Q: 3 clusters Score -49087.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -49088.914062 Penalty: 661.217712
	Iteration 26Q: 3 clusters Score -49088.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -49090.226562 Penalty: 661.217712
	Iteration 27Q: 3 clusters Score -49090.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -49091.226562 Penalty: 661.217712
	Iteration 28Q: 3 clusters Score -49091.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -49093.085938 Penalty: 661.217712
	Iteration 29Q: 3 clusters Score -49093.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -49095.644531 Penalty: 661.217712
	Iteration 30Q: 3 clusters Score -49095.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -49100.921875 Penalty: 661.217712
	Iteration 31Q: 3 clusters Score -49100.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -49109.019531 Penalty: 661.217712
	Iteration 32Q: 3 clusters Score -49109.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -49113.917969 Penalty: 661.217712
	Iteration 33Q: 3 clusters Score -49113.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -49118.121094 Penalty: 661.217712
	Iteration 34Q: 3 clusters Score -49118.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -49119.031250 Penalty: 661.217712
	Iteration 35Q: 3 clusters Score -49119.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -49119.558594 Penalty: 661.217712
	Iteration 36Q: 3 clusters Score -49119.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -49120.074219 Penalty: 661.217712
	Iteration 37Q: 3 clusters Score -49120.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -49120.292969 Penalty: 661.217712
	Iteration 38Q: 3 clusters Score -49120.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -49120.375000 Penalty: 661.217712
	Iteration 39Q: 3 clusters Score -49120.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -49120.375000 Penalty: 661.217712
	Iteration 40F: 3 clusters Score -49120.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Entering Unmasked Estep 
Score: -63132.894531 Penalty: 334.884735
	Iteration 0F: 2 clusters Score -63132.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -61935.410156 Penalty: 669.769470
	Iteration 0F: 3 clusters Score -61935.41 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -62323.281250 Penalty: 669.769470
	Iteration 1F: 3 clusters Score -62323.28 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -62395.949219 Penalty: 669.769470
	Iteration 2F: 3 clusters Score -62395.95 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -62452.636719 Penalty: 669.769470
	Iteration 3F: 3 clusters Score -62452.64 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -62483.687500 Penalty: 669.769470
	Iteration 4Q: 3 clusters Score -62483.69 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -62509.238281 Penalty: 669.769470
	Iteration 5Q: 3 clusters Score -62509.24 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -62534.765625 Penalty: 669.769470
	Iteration 6Q: 3 clusters Score -62534.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -62556.953125 Penalty: 669.769470
	Iteration 7Q: 3 clusters Score -62556.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -62572.675781 Penalty: 669.769470
	Iteration 8Q: 3 clusters Score -62572.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -62587.207031 Penalty: 669.769470
	Iteration 9Q: 3 clusters Score -62587.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -62603.894531 Penalty: 669.769470
	Iteration 10Q: 3 clusters Score -62603.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -62614.636719 Penalty: 669.769470
	Iteration 11Q: 3 clusters Score -62614.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -62622.984375 Penalty: 669.769470
	Iteration 12Q: 3 clusters Score -62622.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -62626.988281 Penalty: 669.769470
	Iteration 13Q: 3 clusters Score -62626.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -62630.402344 Penalty: 669.769470
	Iteration 14Q: 3 clusters Score -62630.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -62635.652344 Penalty: 669.769470
	Iteration 15Q: 3 clusters Score -62635.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -62640.851562 Penalty: 669.769470
	Iteration 16Q: 3 clusters Score -62640.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -62652.148438 Penalty: 669.769470
	Iteration 17Q: 3 clusters Score -62652.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -62668.722656 Penalty: 669.769470
	Iteration 18Q: 3 clusters Score -62668.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -62691.000000 Penalty: 669.769470
	Iteration 19Q: 3 clusters Score -62691 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -62709.015625 Penalty: 669.769470
	Iteration 20F: 3 clusters Score -62709.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -62725.117188 Penalty: 669.769470
	Iteration 21Q: 3 clusters Score -62725.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -62733.632812 Penalty: 669.769470
	Iteration 22Q: 3 clusters Score -62733.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -62738.164062 Penalty: 669.769470
	Iteration 23Q: 3 clusters Score -62738.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -62739.996094 Penalty: 669.769470
	Iteration 24Q: 3 clusters Score -62740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -62741.628906 Penalty: 669.769470
	Iteration 25Q: 3 clusters Score -62741.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -62742.554688 Penalty: 669.769470
	Iteration 26Q: 3 clusters Score -62742.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -62742.925781 Penalty: 669.769470
	Iteration 27Q: 3 clusters Score -62742.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -62743.640625 Penalty: 669.769470
	Iteration 28Q: 3 clusters Score -62743.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -62746.050781 Penalty: 669.769470
	Iteration 29Q: 3 clusters Score -62746.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -62749.457031 Penalty: 669.769470
	Iteration 30Q: 3 clusters Score -62749.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -62752.195312 Penalty: 669.769470
	Iteration 31Q: 3 clusters Score -62752.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -62752.847656 Penalty: 669.769470
	Iteration 32Q: 3 clusters Score -62752.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -62753.476562 Penalty: 669.769470
	Iteration 33Q: 3 clusters Score -62753.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -62754.324219 Penalty: 669.769470
	Iteration 34Q: 3 clusters Score -62754.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -62755.378906 Penalty: 669.769470
	Iteration 35Q: 3 clusters Score -62755.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -62756.093750 Penalty: 669.769470
	Iteration 36Q: 3 clusters Score -62756.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -62756.796875 Penalty: 669.769470
	Iteration 37Q: 3 clusters Score -62756.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -62757.332031 Penalty: 669.769470
	Iteration 38Q: 3 clusters Score -62757.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -62757.750000 Penalty: 669.769470
	Iteration 39Q: 3 clusters Score -62757.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -62757.843750 Penalty: 669.769470
	Iteration 40F: 3 clusters Score -62757.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -103461.531250 Penalty: 357.303680
	Iteration 0F: 2 clusters Score -103461.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -101654.742188 Penalty: 714.607361
	Iteration 0F: 3 clusters Score -101654.7 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -102350.664062 Penalty: 714.607361
	Iteration 1F: 3 clusters Score -102350.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -102505.421875 Penalty: 714.607361
	Iteration 2F: 3 clusters Score -102505.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -102642.421875 Penalty: 714.607361
	Iteration 3F: 3 clusters Score -102642.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -102760.085938 Penalty: 714.607361
	Iteration 4F: 3 clusters Score -102760.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -102860.156250 Penalty: 714.607361
	Iteration 5F: 3 clusters Score -102860.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -102955.843750 Penalty: 714.607361
	Iteration 6Q: 3 clusters Score -102955.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -103022.867188 Penalty: 714.607361
	Iteration 7Q: 3 clusters Score -103022.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -103066.445312 Penalty: 714.607361
	Iteration 8Q: 3 clusters Score -103066.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -103107.078125 Penalty: 714.607361
	Iteration 9Q: 3 clusters Score -103107.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -103130.460938 Penalty: 714.607361
	Iteration 10Q: 3 clusters Score -103130.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -103142.460938 Penalty: 714.607361
	Iteration 11Q: 3 clusters Score -103142.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -103150.187500 Penalty: 714.607361
	Iteration 12Q: 3 clusters Score -103150.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -103155.343750 Penalty: 714.607361
	Iteration 13Q: 3 clusters Score -103155.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -103162.140625 Penalty: 714.607361
	Iteration 14Q: 3 clusters Score -103162.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -103166.351562 Penalty: 714.607361
	Iteration 15Q: 3 clusters Score -103166.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -103167.539062 Penalty: 714.607361
	Iteration 16Q: 3 clusters Score -103167.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -103168.046875 Penalty: 714.607361
	Iteration 17Q: 3 clusters Score -103168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -103168.304688 Penalty: 714.607361
	Iteration 18Q: 3 clusters Score -103168.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -103168.304688 Penalty: 714.607361
	Iteration 19F: 3 clusters Score -103168.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Entering Unmasked Estep 
Score: -1019519.000000 Penalty: 463.765259
	Iteration 0F: 2 clusters Score -1019519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1001654.500000 Penalty: 927.530518
	Iteration 0F: 3 clusters Score -1001654 nChanged 12788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1009510.125000 Penalty: 927.530518
	Iteration 1F: 3 clusters Score -1009510 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1010135.687500 Penalty: 927.530518
	Iteration 2F: 3 clusters Score -1010136 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1010976.875000 Penalty: 927.530518
	Iteration 3F: 3 clusters Score -1010977 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -1012131.437500 Penalty: 927.530518
	Iteration 4F: 3 clusters Score -1012131 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -1013676.000000 Penalty: 927.530518
	Iteration 5F: 3 clusters Score -1013676 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -1015218.312500 Penalty: 927.530518
	Iteration 6F: 3 clusters Score -1015218 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -1016537.812500 Penalty: 927.530518
	Iteration 7F: 3 clusters Score -1016538 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -1017564.812500 Penalty: 927.530518
	Iteration 8Q: 3 clusters Score -1017565 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -1018249.187500 Penalty: 927.530518
	Iteration 9Q: 3 clusters Score -1018249 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -1018631.312500 Penalty: 927.530518
	Iteration 10Q: 3 clusters Score -1018631 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -1018840.500000 Penalty: 927.530518
	Iteration 11Q: 3 clusters Score -1018840 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -1018971.000000 Penalty: 927.530518
	Iteration 12Q: 3 clusters Score -1018971 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -1019044.812500 Penalty: 927.530518
	Iteration 13Q: 3 clusters Score -1019045 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -1019111.000000 Penalty: 927.530518
	Iteration 14Q: 3 clusters Score -1019111 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -1019170.562500 Penalty: 927.530518
	Iteration 15Q: 3 clusters Score -1019171 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -1019221.875000 Penalty: 927.530518
	Iteration 16Q: 3 clusters Score -1019222 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -1019254.250000 Penalty: 927.530518
	Iteration 17Q: 3 clusters Score -1019254 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -1019276.187500 Penalty: 927.530518
	Iteration 18Q: 3 clusters Score -1019276 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -1019292.750000 Penalty: 927.530518
	Iteration 19Q: 3 clusters Score -1019293 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -1019307.875000 Penalty: 927.530518
	Iteration 20F: 3 clusters Score -1019308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -1019314.937500 Penalty: 927.530518
	Iteration 21Q: 3 clusters Score -1019315 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -1019323.812500 Penalty: 927.530518
	Iteration 22Q: 3 clusters Score -1019324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -1019331.875000 Penalty: 927.530518
	Iteration 23Q: 3 clusters Score -1019332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -1019337.875000 Penalty: 927.530518
	Iteration 24Q: 3 clusters Score -1019338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -1019348.062500 Penalty: 927.530518
	Iteration 25Q: 3 clusters Score -1019348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -1019356.812500 Penalty: 927.530518
	Iteration 26Q: 3 clusters Score -1019357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -1019362.437500 Penalty: 927.530518
	Iteration 27Q: 3 clusters Score -1019362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -1019370.437500 Penalty: 927.530518
	Iteration 28Q: 3 clusters Score -1019370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -1019373.125000 Penalty: 927.530518
	Iteration 29Q: 3 clusters Score -1019373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -1019374.437500 Penalty: 927.530518
	Iteration 30Q: 3 clusters Score -1019374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -1019376.625000 Penalty: 927.530518
	Iteration 31Q: 3 clusters Score -1019377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -1019380.250000 Penalty: 927.530518
	Iteration 32Q: 3 clusters Score -1019380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -1019381.187500 Penalty: 927.530518
	Iteration 33Q: 3 clusters Score -1019381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -1019385.562500 Penalty: 927.530518
	Iteration 34Q: 3 clusters Score -1019386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -1019385.375000 Penalty: 927.530518
	Iteration 35Q: 3 clusters Score -1019385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -1019385.937500 Penalty: 927.530518
	Iteration 36Q: 3 clusters Score -1019386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -1019385.750000 Penalty: 927.530518
	Iteration 37Q: 3 clusters Score -1019386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -1019388.625000 Penalty: 927.530518
	Iteration 38Q: 3 clusters Score -1019389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -1019391.812500 Penalty: 927.530518
	Iteration 39Q: 3 clusters Score -1019392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -1019391.750000 Penalty: 927.530518
	Iteration 40F: 3 clusters Score -1019392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -1019393.375000 Penalty: 927.530518
	Iteration 41Q: 3 clusters Score -1019393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -1019393.250000 Penalty: 927.530518
	Iteration 42Q: 3 clusters Score -1019393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -1019394.062500 Penalty: 927.530518
	Iteration 43Q: 3 clusters Score -1019394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -1019395.125000 Penalty: 927.530518
	Iteration 44Q: 3 clusters Score -1019395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -1019395.000000 Penalty: 927.530518
	Iteration 45Q: 3 clusters Score -1019395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -1019395.750000 Penalty: 927.530518
	Iteration 46Q: 3 clusters Score -1019396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -1019394.437500 Penalty: 927.530518
	Iteration 47Q: 3 clusters Score -1019394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -1019395.687500 Penalty: 927.530518
	Iteration 48Q: 3 clusters Score -1019396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -1019396.812500 Penalty: 927.530518
	Iteration 49Q: 3 clusters Score -1019397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -1019395.750000 Penalty: 927.530518
	Iteration 50Q: 3 clusters Score -1019396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -1019395.500000 Penalty: 927.530518
	Iteration 51Q: 3 clusters Score -1019396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -1019397.312500 Penalty: 927.530518
	Iteration 52Q: 3 clusters Score -1019397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -1019397.250000 Penalty: 927.530518
	Iteration 53Q: 3 clusters Score -1019397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -1019397.062500 Penalty: 927.530518
	Iteration 54Q: 3 clusters Score -1019397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -1019397.187500 Penalty: 927.530518
	Iteration 55Q: 3 clusters Score -1019397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -1019398.000000 Penalty: 927.530518
	Iteration 56Q: 3 clusters Score -1019398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -1019398.000000 Penalty: 927.530518
	Iteration 57F: 3 clusters Score -1019398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -24763.667969 Penalty: 300.847870
	Iteration 0F: 2 clusters Score -24763.67 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 378 members 
Entering Unmasked Estep 
Score: -24133.042969 Penalty: 601.695740
	Iteration 0F: 3 clusters Score -24133.04 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -24367.667969 Penalty: 601.695740
	Iteration 1F: 3 clusters Score -24367.67 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -24446.033203 Penalty: 601.695740
	Iteration 2F: 3 clusters Score -24446.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -24503.408203 Penalty: 601.695740
	Iteration 3F: 3 clusters Score -24503.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -24546.474609 Penalty: 601.695740
	Iteration 4F: 3 clusters Score -24546.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -24559.017578 Penalty: 601.695740
	Iteration 5Q: 3 clusters Score -24559.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -24565.238281 Penalty: 601.695740
	Iteration 6Q: 3 clusters Score -24565.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -24571.283203 Penalty: 601.695740
	Iteration 7Q: 3 clusters Score -24571.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -24577.289062 Penalty: 601.695740
	Iteration 8Q: 3 clusters Score -24577.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -24582.779297 Penalty: 601.695740
	Iteration 9Q: 3 clusters Score -24582.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -24596.845703 Penalty: 601.695740
	Iteration 10Q: 3 clusters Score -24596.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -24608.425781 Penalty: 601.695740
	Iteration 11Q: 3 clusters Score -24608.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -24615.681641 Penalty: 601.695740
	Iteration 12Q: 3 clusters Score -24615.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -24623.076172 Penalty: 601.695740
	Iteration 13Q: 3 clusters Score -24623.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -24628.744141 Penalty: 601.695740
	Iteration 14Q: 3 clusters Score -24628.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -24632.728516 Penalty: 601.695740
	Iteration 15Q: 3 clusters Score -24632.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -24634.777344 Penalty: 601.695740
	Iteration 16Q: 3 clusters Score -24634.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -24637.136719 Penalty: 601.695740
	Iteration 17Q: 3 clusters Score -24637.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -24637.562500 Penalty: 601.695740
	Iteration 18Q: 3 clusters Score -24637.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -24638.863281 Penalty: 601.695740
	Iteration 19Q: 3 clusters Score -24638.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -24639.429688 Penalty: 601.695740
	Iteration 20F: 3 clusters Score -24639.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 1207 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 4759 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 1995 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3685 members 
Mstep: Class 14 contains 15154 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 282941 members 
Mstep: Class 17 contains 58403 members 
Mstep: Class 18 contains 4728 members 
Mstep: Class 19 contains 26313 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1893 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 2555 members 
Mstep: Class 28 contains 4978 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 375 members 
Mstep: Class 31 contains 1234 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1155 members 
Mstep: Class 34 contains 6548 members 
Mstep: Class 35 contains 1431 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 2573 members 
Mstep: Class 38 contains 26706 members 
Mstep: Class 39 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356600.000000 Penalty: 25800.025391
Iteration 159Q: 43 clusters Score -2.83566e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 2164 members 
Mstep: Class 5 contains 6206 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 1725 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 4671 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 15210 members 
Mstep: Class 15 contains 1738 members 
Mstep: Class 16 contains 283212 members 
Mstep: Class 17 contains 58410 members 
Mstep: Class 18 contains 4719 members 
Mstep: Class 19 contains 26345 members 
Mstep: Class 20 contains 13093 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4878 members 
Mstep: Class 24 contains 1894 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 3063 members 
Mstep: Class 27 contains 2555 members 
Mstep: Class 28 contains 4986 members 
Mstep: Class 29 contains 6190 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 1236 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1158 members 
Mstep: Class 34 contains 6614 members 
Mstep: Class 35 contains 1427 members 
Mstep: Class 36 contains 1574 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26661 members 
Mstep: Class 39 contains 748 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 219878 members 
Mstep: Class 42 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356864.000000 Penalty: 25800.025391
Iteration 160F: 43 clusters Score -2.835686e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5080 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 2164 members 
Mstep: Class 5 contains 6216 members 
Mstep: Class 6 contains 1341 members 
Mstep: Class 7 contains 1725 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 4574 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 2321 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3670 members 
Mstep: Class 14 contains 15244 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 283172 members 
Mstep: Class 17 contains 58367 members 
Mstep: Class 18 contains 4714 members 
Mstep: Class 19 contains 26333 members 
Mstep: Class 20 contains 13085 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 4867 members 
Mstep: Class 24 contains 1894 members 
Mstep: Class 25 contains 1823 members 
Mstep: Class 26 contains 3064 members 
Mstep: Class 27 contains 2554 members 
Mstep: Class 28 contains 4997 members 
Mstep: Class 29 contains 6186 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 1226 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1164 members 
Mstep: Class 34 contains 6692 members 
Mstep: Class 35 contains 1425 members 
Mstep: Class 36 contains 1575 members 
Mstep: Class 37 contains 2565 members 
Mstep: Class 38 contains 26614 members 
Mstep: Class 39 contains 743 members 
Mstep: Class 40 contains 263 members 
Mstep: Class 41 contains 219807 members 
Mstep: Class 42 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357064.000000 Penalty: 25800.025391
Iteration 161Q: 43 clusters Score -2.835706e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5096 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 6218 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 1725 members 
Mstep: Class 8 contains 1853 members 
Mstep: Class 9 contains 4479 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 2391 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 15288 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 16 contains 283141 members 
Mstep: Class 17 contains 58336 members 
Mstep: Class 18 contains 4709 members 
Mstep: Class 19 contains 26322 members 
Mstep: Class 20 contains 13077 members 
Mstep: Class 21 contains 1670 members 
Mstep: Class 22 contains 1391 members 
Mstep: Class 23 contains 4860 members 
Mstep: Class 24 contains 1891 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 3064 members 
Mstep: Class 27 contains 2553 members 
Mstep: Class 28 contains 5007 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 1221 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1169 members 
Mstep: Class 34 contains 6771 members 
Mstep: Class 35 contains 1426 members 
Mstep: Class 36 contains 1574 members 
Mstep: Class 37 contains 2568 members 
Mstep: Class 38 contains 26577 members 
Mstep: Class 39 contains 743 members 
Mstep: Class 40 contains 271 members 
Mstep: Class 41 contains 219770 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357296.000000 Penalty: 25800.025391
Iteration 162Q: 43 clusters Score -2.83573e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5106 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 2155 members 
Mstep: Class 5 contains 6223 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 1725 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 4398 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 15323 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 16 contains 283124 members 
Mstep: Class 17 contains 58313 members 
Mstep: Class 18 contains 4702 members 
Mstep: Class 19 contains 26314 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 1665 members 
Mstep: Class 22 contains 1393 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 1895 members 
Mstep: Class 25 contains 1821 members 
Mstep: Class 26 contains 3065 members 
Mstep: Class 27 contains 2550 members 
Mstep: Class 28 contains 5019 members 
Mstep: Class 29 contains 6188 members 
Mstep: Class 30 contains 396 members 
Mstep: Class 31 contains 1215 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1171 members 
Mstep: Class 34 contains 6839 members 
Mstep: Class 35 contains 1426 members 
Mstep: Class 36 contains 1576 members 
Mstep: Class 37 contains 2566 members 
Mstep: Class 38 contains 26549 members 
Mstep: Class 39 contains 742 members 
Mstep: Class 40 contains 282 members 
Mstep: Class 41 contains 219726 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357306.000000 Penalty: 25800.025391
Iteration 163Q: 43 clusters Score -2.835731e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5111 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 6229 members 
Mstep: Class 6 contains 1427 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 4322 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 2473 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 15346 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 283107 members 
Mstep: Class 17 contains 58286 members 
Mstep: Class 18 contains 4699 members 
Mstep: Class 19 contains 26310 members 
Mstep: Class 20 contains 13067 members 
Mstep: Class 21 contains 1665 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 1899 members 
Mstep: Class 25 contains 1820 members 
Mstep: Class 26 contains 3065 members 
Mstep: Class 27 contains 2552 members 
Mstep: Class 28 contains 5035 members 
Mstep: Class 29 contains 6188 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1175 members 
Mstep: Class 34 contains 6896 members 
Mstep: Class 35 contains 1429 members 
Mstep: Class 36 contains 1577 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26537 members 
Mstep: Class 39 contains 736 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 219706 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357294.000000 Penalty: 25800.025391
Iteration 164Q: 43 clusters Score -2.835729e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5109 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 6229 members 
Mstep: Class 6 contains 1444 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 4259 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 15364 members 
Mstep: Class 15 contains 1729 members 
Mstep: Class 16 contains 283111 members 
Mstep: Class 17 contains 58275 members 
Mstep: Class 18 contains 4705 members 
Mstep: Class 19 contains 26313 members 
Mstep: Class 20 contains 13061 members 
Mstep: Class 21 contains 1665 members 
Mstep: Class 22 contains 1400 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 1907 members 
Mstep: Class 25 contains 1818 members 
Mstep: Class 26 contains 3065 members 
Mstep: Class 27 contains 2553 members 
Mstep: Class 28 contains 5039 members 
Mstep: Class 29 contains 6188 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1209 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1179 members 
Mstep: Class 34 contains 6940 members 
Mstep: Class 35 contains 1427 members 
Mstep: Class 36 contains 1577 members 
Mstep: Class 37 contains 2566 members 
Mstep: Class 38 contains 26528 members 
Mstep: Class 39 contains 735 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 219676 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357312.000000 Penalty: 25800.025391
Iteration 165Q: 43 clusters Score -2.835731e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5108 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6227 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 4209 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 2520 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 15377 members 
Mstep: Class 15 contains 1728 members 
Mstep: Class 16 contains 283120 members 
Mstep: Class 17 contains 58256 members 
Mstep: Class 18 contains 4704 members 
Mstep: Class 19 contains 26316 members 
Mstep: Class 20 contains 13059 members 
Mstep: Class 21 contains 1666 members 
Mstep: Class 22 contains 1402 members 
Mstep: Class 23 contains 4846 members 
Mstep: Class 24 contains 1918 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 3066 members 
Mstep: Class 27 contains 2556 members 
Mstep: Class 28 contains 5049 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1186 members 
Mstep: Class 34 contains 6974 members 
Mstep: Class 35 contains 1427 members 
Mstep: Class 36 contains 1578 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26519 members 
Mstep: Class 39 contains 734 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 219652 members 
Mstep: Class 42 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357306.000000 Penalty: 25800.025391
Iteration 166Q: 43 clusters Score -2.835731e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5112 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6226 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 4172 members 
Mstep: Class 10 contains 2247 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 15386 members 
Mstep: Class 15 contains 1727 members 
Mstep: Class 16 contains 283133 members 
Mstep: Class 17 contains 58243 members 
Mstep: Class 18 contains 4701 members 
Mstep: Class 19 contains 26317 members 
Mstep: Class 20 contains 13056 members 
Mstep: Class 21 contains 1663 members 
Mstep: Class 22 contains 1402 members 
Mstep: Class 23 contains 4839 members 
Mstep: Class 24 contains 1927 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 3067 members 
Mstep: Class 27 contains 2556 members 
Mstep: Class 28 contains 5057 members 
Mstep: Class 29 contains 6181 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1204 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1188 members 
Mstep: Class 34 contains 6999 members 
Mstep: Class 35 contains 1427 members 
Mstep: Class 36 contains 1579 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26504 members 
Mstep: Class 39 contains 734 members 
Mstep: Class 40 contains 285 members 
Mstep: Class 41 contains 219620 members 
Mstep: Class 42 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357308.000000 Penalty: 25800.025391
Iteration 167Q: 43 clusters Score -2.835731e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5111 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6226 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 4140 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 2577 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 15394 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 283144 members 
Mstep: Class 17 contains 58231 members 
Mstep: Class 18 contains 4700 members 
Mstep: Class 19 contains 26320 members 
Mstep: Class 20 contains 13053 members 
Mstep: Class 21 contains 1662 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4835 members 
Mstep: Class 24 contains 1932 members 
Mstep: Class 25 contains 1816 members 
Mstep: Class 26 contains 3068 members 
Mstep: Class 27 contains 2556 members 
Mstep: Class 28 contains 5067 members 
Mstep: Class 29 contains 6176 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1198 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1192 members 
Mstep: Class 34 contains 7024 members 
Mstep: Class 35 contains 1426 members 
Mstep: Class 36 contains 1581 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26496 members 
Mstep: Class 39 contains 734 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 219590 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357346.000000 Penalty: 25800.025391
Iteration 168Q: 43 clusters Score -2.835735e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5109 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6227 members 
Mstep: Class 6 contains 1483 members 
Mstep: Class 7 contains 1732 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 4104 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 2600 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 15404 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 283147 members 
Mstep: Class 17 contains 58215 members 
Mstep: Class 18 contains 4700 members 
Mstep: Class 19 contains 26327 members 
Mstep: Class 20 contains 13042 members 
Mstep: Class 21 contains 1658 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4824 members 
Mstep: Class 24 contains 1936 members 
Mstep: Class 25 contains 1814 members 
Mstep: Class 26 contains 3069 members 
Mstep: Class 27 contains 2555 members 
Mstep: Class 28 contains 5079 members 
Mstep: Class 29 contains 6175 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1194 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1197 members 
Mstep: Class 34 contains 7056 members 
Mstep: Class 35 contains 1428 members 
Mstep: Class 36 contains 1586 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26488 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 219572 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357360.000000 Penalty: 25800.025391
Iteration 169Q: 43 clusters Score -2.835736e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5109 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6229 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 1735 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 4078 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 15412 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 283143 members 
Mstep: Class 17 contains 58199 members 
Mstep: Class 18 contains 4702 members 
Mstep: Class 19 contains 26328 members 
Mstep: Class 20 contains 13032 members 
Mstep: Class 21 contains 1654 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 1940 members 
Mstep: Class 25 contains 1812 members 
Mstep: Class 26 contains 3070 members 
Mstep: Class 27 contains 2555 members 
Mstep: Class 28 contains 5092 members 
Mstep: Class 29 contains 6176 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1199 members 
Mstep: Class 34 contains 7080 members 
Mstep: Class 35 contains 1429 members 
Mstep: Class 36 contains 1590 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26482 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 219559 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357364.000000 Penalty: 25800.025391
Iteration 170Q: 43 clusters Score -2.835736e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 1739 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 4058 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2633 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 15420 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 283141 members 
Mstep: Class 17 contains 58184 members 
Mstep: Class 18 contains 4703 members 
Mstep: Class 19 contains 26331 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4813 members 
Mstep: Class 24 contains 1941 members 
Mstep: Class 25 contains 1813 members 
Mstep: Class 26 contains 3070 members 
Mstep: Class 27 contains 2551 members 
Mstep: Class 28 contains 5104 members 
Mstep: Class 29 contains 6178 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1201 members 
Mstep: Class 34 contains 7097 members 
Mstep: Class 35 contains 1427 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2566 members 
Mstep: Class 38 contains 26479 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 219548 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357360.000000 Penalty: 25800.025391
Iteration 171Q: 43 clusters Score -2.835736e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 1492 members 
Mstep: Class 7 contains 1740 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 4044 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 2648 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 15428 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 283138 members 
Mstep: Class 17 contains 58170 members 
Mstep: Class 18 contains 4701 members 
Mstep: Class 19 contains 26335 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4814 members 
Mstep: Class 24 contains 1944 members 
Mstep: Class 25 contains 1813 members 
Mstep: Class 26 contains 3070 members 
Mstep: Class 27 contains 2551 members 
Mstep: Class 28 contains 5113 members 
Mstep: Class 29 contains 6179 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1182 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1202 members 
Mstep: Class 34 contains 7109 members 
Mstep: Class 35 contains 1422 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2564 members 
Mstep: Class 38 contains 26477 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 219533 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357384.000000 Penalty: 25800.025391
Iteration 172Q: 43 clusters Score -2.835738e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5106 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6231 members 
Mstep: Class 6 contains 1494 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 4029 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 15432 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 283141 members 
Mstep: Class 17 contains 58157 members 
Mstep: Class 18 contains 4700 members 
Mstep: Class 19 contains 26332 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4816 members 
Mstep: Class 24 contains 1945 members 
Mstep: Class 25 contains 1813 members 
Mstep: Class 26 contains 3071 members 
Mstep: Class 27 contains 2553 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 6181 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1178 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1201 members 
Mstep: Class 34 contains 7121 members 
Mstep: Class 35 contains 1413 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2564 members 
Mstep: Class 38 contains 26477 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 290 members 
Mstep: Class 41 contains 219517 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357344.000000 Penalty: 25800.025391
Iteration 173Q: 43 clusters Score -2.835734e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6229 members 
Mstep: Class 6 contains 1495 members 
Mstep: Class 7 contains 1746 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 4023 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2665 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 15437 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 283135 members 
Mstep: Class 17 contains 58144 members 
Mstep: Class 18 contains 4700 members 
Mstep: Class 19 contains 26332 members 
Mstep: Class 20 contains 13029 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4814 members 
Mstep: Class 24 contains 1947 members 
Mstep: Class 25 contains 1813 members 
Mstep: Class 26 contains 3071 members 
Mstep: Class 27 contains 2554 members 
Mstep: Class 28 contains 5143 members 
Mstep: Class 29 contains 6182 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1174 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1201 members 
Mstep: Class 34 contains 7124 members 
Mstep: Class 35 contains 1408 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2565 members 
Mstep: Class 38 contains 26474 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 291 members 
Mstep: Class 41 contains 219517 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357340.000000 Penalty: 25800.025391
Iteration 174Q: 43 clusters Score -2.835734e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 3380 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6229 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1748 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2671 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 3679 members 
Mstep: Class 14 contains 15442 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 283130 members 
Mstep: Class 17 contains 58133 members 
Mstep: Class 18 contains 4700 members 
Mstep: Class 19 contains 26334 members 
Mstep: Class 20 contains 13028 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4810 members 
Mstep: Class 24 contains 1947 members 
Mstep: Class 25 contains 1812 members 
Mstep: Class 26 contains 3071 members 
Mstep: Class 27 contains 2553 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1172 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1200 members 
Mstep: Class 34 contains 7130 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2566 members 
Mstep: Class 38 contains 26472 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 291 members 
Mstep: Class 41 contains 219521 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357364.000000 Penalty: 25800.025391
Iteration 175Q: 43 clusters Score -2.835736e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 3378 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6229 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1749 members 
Mstep: Class 8 contains 1864 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2675 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15446 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 283125 members 
Mstep: Class 17 contains 58124 members 
Mstep: Class 18 contains 4699 members 
Mstep: Class 19 contains 26335 members 
Mstep: Class 20 contains 13028 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4810 members 
Mstep: Class 24 contains 1947 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 3072 members 
Mstep: Class 27 contains 2552 members 
Mstep: Class 28 contains 5155 members 
Mstep: Class 29 contains 6182 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1171 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1199 members 
Mstep: Class 34 contains 7134 members 
Mstep: Class 35 contains 1404 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26469 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 291 members 
Mstep: Class 41 contains 219528 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357364.000000 Penalty: 25800.025391
Iteration 176Q: 43 clusters Score -2.835736e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5106 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1749 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2677 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 283123 members 
Mstep: Class 17 contains 58122 members 
Mstep: Class 18 contains 4698 members 
Mstep: Class 19 contains 26335 members 
Mstep: Class 20 contains 13028 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4806 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 3073 members 
Mstep: Class 27 contains 2553 members 
Mstep: Class 28 contains 5157 members 
Mstep: Class 29 contains 6181 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1167 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1200 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 1399 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26469 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 292 members 
Mstep: Class 41 contains 219530 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357370.000000 Penalty: 25800.025391
Iteration 177Q: 43 clusters Score -2.835737e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5104 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2680 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15456 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 283120 members 
Mstep: Class 17 contains 58119 members 
Mstep: Class 18 contains 4698 members 
Mstep: Class 19 contains 26333 members 
Mstep: Class 20 contains 13028 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4798 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 2557 members 
Mstep: Class 28 contains 5158 members 
Mstep: Class 29 contains 6181 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1200 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 1393 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26469 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 293 members 
Mstep: Class 41 contains 219539 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357368.000000 Penalty: 25800.025391
Iteration 178Q: 43 clusters Score -2.835737e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5104 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2683 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15457 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 283121 members 
Mstep: Class 17 contains 58119 members 
Mstep: Class 18 contains 4699 members 
Mstep: Class 19 contains 26331 members 
Mstep: Class 20 contains 13029 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4799 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 2558 members 
Mstep: Class 28 contains 5158 members 
Mstep: Class 29 contains 6181 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1200 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 1387 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26469 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 293 members 
Mstep: Class 41 contains 219537 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357360.000000 Penalty: 25800.025391
Iteration 179Q: 43 clusters Score -2.835736e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5104 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2688 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15458 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 283122 members 
Mstep: Class 17 contains 58117 members 
Mstep: Class 18 contains 4699 members 
Mstep: Class 19 contains 26330 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4799 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 2559 members 
Mstep: Class 28 contains 5158 members 
Mstep: Class 29 contains 6180 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1200 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 1384 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26469 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 293 members 
Mstep: Class 41 contains 219534 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357362.000000 Penalty: 25800.025391
Iteration 180F: 43 clusters Score -2.835736e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5104 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2692 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15457 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 283121 members 
Mstep: Class 17 contains 58111 members 
Mstep: Class 18 contains 4700 members 
Mstep: Class 19 contains 26330 members 
Mstep: Class 20 contains 13029 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4800 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 2561 members 
Mstep: Class 28 contains 5160 members 
Mstep: Class 29 contains 6180 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1162 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1200 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 1382 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26469 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 219534 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357392.000000 Penalty: 25800.025391
Iteration 181Q: 43 clusters Score -2.835739e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5104 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2698 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15457 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 283123 members 
Mstep: Class 17 contains 58106 members 
Mstep: Class 18 contains 4700 members 
Mstep: Class 19 contains 26326 members 
Mstep: Class 20 contains 13029 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4800 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 2564 members 
Mstep: Class 28 contains 5163 members 
Mstep: Class 29 contains 6179 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1160 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1200 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 1380 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26469 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 296 members 
Mstep: Class 41 contains 219531 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357382.000000 Penalty: 25800.025391
Iteration 182Q: 43 clusters Score -2.835738e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5104 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2701 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15457 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 283123 members 
Mstep: Class 17 contains 58103 members 
Mstep: Class 18 contains 4700 members 
Mstep: Class 19 contains 26327 members 
Mstep: Class 20 contains 13029 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4800 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 2565 members 
Mstep: Class 28 contains 5163 members 
Mstep: Class 29 contains 6179 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1161 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1199 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 1380 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26469 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 297 members 
Mstep: Class 41 contains 219529 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357380.000000 Penalty: 25800.025391
Iteration 183Q: 43 clusters Score -2.835738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5104 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2704 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15457 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 283123 members 
Mstep: Class 17 contains 58101 members 
Mstep: Class 18 contains 4699 members 
Mstep: Class 19 contains 26326 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4799 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 2566 members 
Mstep: Class 28 contains 5163 members 
Mstep: Class 29 contains 6179 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1161 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1199 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 1381 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26469 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 297 members 
Mstep: Class 41 contains 219529 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357380.000000 Penalty: 25800.025391
Iteration 184Q: 43 clusters Score -2.835738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5103 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2706 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15457 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 283125 members 
Mstep: Class 17 contains 58101 members 
Mstep: Class 18 contains 4698 members 
Mstep: Class 19 contains 26326 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4796 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 2566 members 
Mstep: Class 28 contains 5163 members 
Mstep: Class 29 contains 6179 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1161 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1199 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 1383 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26469 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 297 members 
Mstep: Class 41 contains 219528 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357374.000000 Penalty: 25800.025391
Iteration 185Q: 43 clusters Score -2.835737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5102 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2706 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15458 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 283126 members 
Mstep: Class 17 contains 58101 members 
Mstep: Class 18 contains 4697 members 
Mstep: Class 19 contains 26325 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4798 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 2566 members 
Mstep: Class 28 contains 5163 members 
Mstep: Class 29 contains 6181 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1161 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1199 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 1383 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26469 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 297 members 
Mstep: Class 41 contains 219525 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357388.000000 Penalty: 25800.025391
Iteration 186Q: 43 clusters Score -2.835739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2706 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 283126 members 
Mstep: Class 17 contains 58101 members 
Mstep: Class 18 contains 4697 members 
Mstep: Class 19 contains 26324 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4798 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 2566 members 
Mstep: Class 28 contains 5163 members 
Mstep: Class 29 contains 6182 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1161 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1199 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 1383 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26469 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 297 members 
Mstep: Class 41 contains 219525 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357372.000000 Penalty: 25800.025391
Iteration 187Q: 43 clusters Score -2.835737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2706 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15460 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 283126 members 
Mstep: Class 17 contains 58101 members 
Mstep: Class 18 contains 4697 members 
Mstep: Class 19 contains 26324 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4795 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 2566 members 
Mstep: Class 28 contains 5163 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1161 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1199 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 1383 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26469 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 297 members 
Mstep: Class 41 contains 219525 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357366.000000 Penalty: 25800.025391
Iteration 188Q: 43 clusters Score -2.835737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2706 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15460 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 283127 members 
Mstep: Class 17 contains 58100 members 
Mstep: Class 18 contains 4697 members 
Mstep: Class 19 contains 26324 members 
Mstep: Class 20 contains 13029 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4792 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 2566 members 
Mstep: Class 28 contains 5163 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1161 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1199 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 1383 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26469 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 297 members 
Mstep: Class 41 contains 219529 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357374.000000 Penalty: 25800.025391
Iteration 189Q: 43 clusters Score -2.835737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2706 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15461 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 283126 members 
Mstep: Class 17 contains 58100 members 
Mstep: Class 18 contains 4697 members 
Mstep: Class 19 contains 26324 members 
Mstep: Class 20 contains 13029 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 2566 members 
Mstep: Class 28 contains 5163 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1161 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1199 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 1383 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26469 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 297 members 
Mstep: Class 41 contains 219530 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357372.000000 Penalty: 25800.025391
Iteration 190Q: 43 clusters Score -2.835737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2706 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15461 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 283126 members 
Mstep: Class 17 contains 58100 members 
Mstep: Class 18 contains 4697 members 
Mstep: Class 19 contains 26324 members 
Mstep: Class 20 contains 13029 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4790 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 2566 members 
Mstep: Class 28 contains 5163 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1161 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1199 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 1383 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26469 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 297 members 
Mstep: Class 41 contains 219531 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357372.000000 Penalty: 25800.025391
Iteration 191Q: 43 clusters Score -2.835737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2706 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15461 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 283126 members 
Mstep: Class 17 contains 58100 members 
Mstep: Class 18 contains 4697 members 
Mstep: Class 19 contains 26324 members 
Mstep: Class 20 contains 13029 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4789 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 2566 members 
Mstep: Class 28 contains 5163 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1161 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1199 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 1383 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26469 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 297 members 
Mstep: Class 41 contains 219532 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357370.000000 Penalty: 25800.025391
Iteration 192Q: 43 clusters Score -2.835737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2706 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15461 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 283126 members 
Mstep: Class 17 contains 58100 members 
Mstep: Class 18 contains 4697 members 
Mstep: Class 19 contains 26324 members 
Mstep: Class 20 contains 13029 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4789 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 2566 members 
Mstep: Class 28 contains 5163 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1161 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1199 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 1382 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26469 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 297 members 
Mstep: Class 41 contains 219533 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357362.000000 Penalty: 25800.025391
Iteration 193Q: 43 clusters Score -2.835736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2706 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15461 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 283125 members 
Mstep: Class 17 contains 58100 members 
Mstep: Class 18 contains 4697 members 
Mstep: Class 19 contains 26324 members 
Mstep: Class 20 contains 13029 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4789 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 2566 members 
Mstep: Class 28 contains 5163 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1161 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1199 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 1382 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26469 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 297 members 
Mstep: Class 41 contains 219534 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357370.000000 Penalty: 25800.025391
Iteration 194Q: 43 clusters Score -2.835737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2706 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 15461 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 283125 members 
Mstep: Class 17 contains 58100 members 
Mstep: Class 18 contains 4697 members 
Mstep: Class 19 contains 26324 members 
Mstep: Class 20 contains 13029 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4789 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 2566 members 
Mstep: Class 28 contains 5163 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 1161 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 1199 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 1382 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 26469 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 297 members 
Mstep: Class 41 contains 219534 members 
Mstep: Class 42 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357370.000000 Penalty: 25800.025391
Iteration 195F: 43 clusters Score -2.835737e+07 nChanged 0
Entering ConstructFrom: 
Score: -28357370.000000 Penalty: 25800.025391
Entering ConstructFrom: 
Trying to split cluster 1 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -17419.291016 Penalty: 282.307373
	Iteration 0F: 2 clusters Score -17419.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -16977.242188 Penalty: 564.614746
	Iteration 0F: 3 clusters Score -16977.24 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -17167.378906 Penalty: 564.614746
	Iteration 1F: 3 clusters Score -17167.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -17235.750000 Penalty: 564.614746
	Iteration 2F: 3 clusters Score -17235.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -17275.267578 Penalty: 564.614746
	Iteration 3F: 3 clusters Score -17275.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -17297.751953 Penalty: 564.614746
	Iteration 4Q: 3 clusters Score -17297.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -17306.195312 Penalty: 564.614746
	Iteration 5Q: 3 clusters Score -17306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -17307.599609 Penalty: 564.614746
	Iteration 6Q: 3 clusters Score -17307.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -17310.572266 Penalty: 564.614746
	Iteration 7Q: 3 clusters Score -17310.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -17311.351562 Penalty: 564.614746
	Iteration 8Q: 3 clusters Score -17311.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -17311.800781 Penalty: 564.614746
	Iteration 9Q: 3 clusters Score -17311.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -17311.800781 Penalty: 564.614746
	Iteration 10F: 3 clusters Score -17311.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Entering Unmasked Estep 
Score: -206750.000000 Penalty: 388.433319
	Iteration 0F: 2 clusters Score -206750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -203356.937500 Penalty: 776.866638
	Iteration 0F: 3 clusters Score -203356.9 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -204819.937500 Penalty: 776.866638
	Iteration 1F: 3 clusters Score -204819.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -205173.593750 Penalty: 776.866638
	Iteration 2F: 3 clusters Score -205173.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -205531.687500 Penalty: 776.866638
	Iteration 3F: 3 clusters Score -205531.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -205746.828125 Penalty: 776.866638
	Iteration 4F: 3 clusters Score -205746.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -205823.515625 Penalty: 776.866638
	Iteration 5Q: 3 clusters Score -205823.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -205856.859375 Penalty: 776.866638
	Iteration 6Q: 3 clusters Score -205856.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -205875.578125 Penalty: 776.866638
	Iteration 7Q: 3 clusters Score -205875.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -205891.937500 Penalty: 776.866638
	Iteration 8Q: 3 clusters Score -205891.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -205910.234375 Penalty: 776.866638
	Iteration 9Q: 3 clusters Score -205910.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -205929.640625 Penalty: 776.866638
	Iteration 10Q: 3 clusters Score -205929.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -205940.875000 Penalty: 776.866638
	Iteration 11Q: 3 clusters Score -205940.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -205952.375000 Penalty: 776.866638
	Iteration 12Q: 3 clusters Score -205952.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -205964.796875 Penalty: 776.866638
	Iteration 13Q: 3 clusters Score -205964.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -205973.812500 Penalty: 776.866638
	Iteration 14Q: 3 clusters Score -205973.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -205979.796875 Penalty: 776.866638
	Iteration 15Q: 3 clusters Score -205979.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -205986.765625 Penalty: 776.866638
	Iteration 16Q: 3 clusters Score -205986.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -205992.062500 Penalty: 776.866638
	Iteration 17Q: 3 clusters Score -205992.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -205997.609375 Penalty: 776.866638
	Iteration 18Q: 3 clusters Score -205997.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -206002.250000 Penalty: 776.866638
	Iteration 19Q: 3 clusters Score -206002.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -206005.765625 Penalty: 776.866638
	Iteration 20F: 3 clusters Score -206005.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -206009.062500 Penalty: 776.866638
	Iteration 21Q: 3 clusters Score -206009.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -206014.625000 Penalty: 776.866638
	Iteration 22Q: 3 clusters Score -206014.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -206018.312500 Penalty: 776.866638
	Iteration 23Q: 3 clusters Score -206018.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -206021.140625 Penalty: 776.866638
	Iteration 24Q: 3 clusters Score -206021.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -206023.421875 Penalty: 776.866638
	Iteration 25Q: 3 clusters Score -206023.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -206025.843750 Penalty: 776.866638
	Iteration 26Q: 3 clusters Score -206025.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -206026.984375 Penalty: 776.866638
	Iteration 27Q: 3 clusters Score -206027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -206027.687500 Penalty: 776.866638
	Iteration 28Q: 3 clusters Score -206027.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -206028.218750 Penalty: 776.866638
	Iteration 29Q: 3 clusters Score -206028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -206028.468750 Penalty: 776.866638
	Iteration 30Q: 3 clusters Score -206028.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -206029.671875 Penalty: 776.866638
	Iteration 31Q: 3 clusters Score -206029.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -206032.734375 Penalty: 776.866638
	Iteration 32Q: 3 clusters Score -206032.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -206037.046875 Penalty: 776.866638
	Iteration 33Q: 3 clusters Score -206037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -206041.375000 Penalty: 776.866638
	Iteration 34Q: 3 clusters Score -206041.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -206045.062500 Penalty: 776.866638
	Iteration 35Q: 3 clusters Score -206045.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -206047.750000 Penalty: 776.866638
	Iteration 36Q: 3 clusters Score -206047.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -206050.828125 Penalty: 776.866638
	Iteration 37Q: 3 clusters Score -206050.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -206052.140625 Penalty: 776.866638
	Iteration 38Q: 3 clusters Score -206052.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -206052.984375 Penalty: 776.866638
	Iteration 39Q: 3 clusters Score -206053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -206054.562500 Penalty: 776.866638
	Iteration 40F: 3 clusters Score -206054.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -206056.843750 Penalty: 776.866638
	Iteration 41Q: 3 clusters Score -206056.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -206063.015625 Penalty: 776.866638
	Iteration 42Q: 3 clusters Score -206063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -206069.796875 Penalty: 776.866638
	Iteration 43Q: 3 clusters Score -206069.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -206082.109375 Penalty: 776.866638
	Iteration 44Q: 3 clusters Score -206082.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -206097.546875 Penalty: 776.866638
	Iteration 45Q: 3 clusters Score -206097.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -206124.968750 Penalty: 776.866638
	Iteration 46Q: 3 clusters Score -206125 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -206148.671875 Penalty: 776.866638
	Iteration 47Q: 3 clusters Score -206148.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -206180.609375 Penalty: 776.866638
	Iteration 48Q: 3 clusters Score -206180.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -206212.562500 Penalty: 776.866638
	Iteration 49Q: 3 clusters Score -206212.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -206244.000000 Penalty: 776.866638
	Iteration 50Q: 3 clusters Score -206244 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -206286.203125 Penalty: 776.866638
	Iteration 51Q: 3 clusters Score -206286.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -206324.546875 Penalty: 776.866638
	Iteration 52Q: 3 clusters Score -206324.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -206353.062500 Penalty: 776.866638
	Iteration 53Q: 3 clusters Score -206353.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -206376.250000 Penalty: 776.866638
	Iteration 54Q: 3 clusters Score -206376.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -206393.781250 Penalty: 776.866638
	Iteration 55Q: 3 clusters Score -206393.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -206407.703125 Penalty: 776.866638
	Iteration 56Q: 3 clusters Score -206407.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -206419.078125 Penalty: 776.866638
	Iteration 57Q: 3 clusters Score -206419.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -206428.640625 Penalty: 776.866638
	Iteration 58Q: 3 clusters Score -206428.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -206436.484375 Penalty: 776.866638
	Iteration 59Q: 3 clusters Score -206436.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -206443.375000 Penalty: 776.866638
	Iteration 60F: 3 clusters Score -206443.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -206446.359375 Penalty: 776.866638
	Iteration 61Q: 3 clusters Score -206446.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -206447.750000 Penalty: 776.866638
	Iteration 62Q: 3 clusters Score -206447.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -206449.437500 Penalty: 776.866638
	Iteration 63Q: 3 clusters Score -206449.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -206451.125000 Penalty: 776.866638
	Iteration 64Q: 3 clusters Score -206451.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -206453.859375 Penalty: 776.866638
	Iteration 65Q: 3 clusters Score -206453.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -206456.984375 Penalty: 776.866638
	Iteration 66Q: 3 clusters Score -206457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -206459.421875 Penalty: 776.866638
	Iteration 67Q: 3 clusters Score -206459.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -206460.890625 Penalty: 776.866638
	Iteration 68Q: 3 clusters Score -206460.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -206462.625000 Penalty: 776.866638
	Iteration 69Q: 3 clusters Score -206462.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -206463.171875 Penalty: 776.866638
	Iteration 70Q: 3 clusters Score -206463.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -206464.218750 Penalty: 776.866638
	Iteration 71Q: 3 clusters Score -206464.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -206464.812500 Penalty: 776.866638
	Iteration 72Q: 3 clusters Score -206464.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -206464.750000 Penalty: 776.866638
	Iteration 73Q: 3 clusters Score -206464.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -206464.859375 Penalty: 776.866638
	Iteration 74Q: 3 clusters Score -206464.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -206464.843750 Penalty: 776.866638
	Iteration 75Q: 3 clusters Score -206464.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -206464.843750 Penalty: 776.866638
	Iteration 76F: 3 clusters Score -206464.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Entering Unmasked Estep 
Score: -135626.921875 Penalty: 369.702728
	Iteration 0F: 2 clusters Score -135626.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -133272.109375 Penalty: 739.405457
	Iteration 0F: 3 clusters Score -133272.1 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -134267.937500 Penalty: 739.405457
	Iteration 1F: 3 clusters Score -134267.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -134508.171875 Penalty: 739.405457
	Iteration 2F: 3 clusters Score -134508.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -134751.796875 Penalty: 739.405457
	Iteration 3F: 3 clusters Score -134751.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -134973.984375 Penalty: 739.405457
	Iteration 4F: 3 clusters Score -134974 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -135158.937500 Penalty: 739.405457
	Iteration 5F: 3 clusters Score -135158.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -135252.703125 Penalty: 739.405457
	Iteration 6Q: 3 clusters Score -135252.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -135315.765625 Penalty: 739.405457
	Iteration 7Q: 3 clusters Score -135315.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -135354.531250 Penalty: 739.405457
	Iteration 8Q: 3 clusters Score -135354.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -135379.125000 Penalty: 739.405457
	Iteration 9Q: 3 clusters Score -135379.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -135396.718750 Penalty: 739.405457
	Iteration 10Q: 3 clusters Score -135396.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -135406.250000 Penalty: 739.405457
	Iteration 11Q: 3 clusters Score -135406.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -135412.171875 Penalty: 739.405457
	Iteration 12Q: 3 clusters Score -135412.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -135417.578125 Penalty: 739.405457
	Iteration 13Q: 3 clusters Score -135417.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -135421.000000 Penalty: 739.405457
	Iteration 14Q: 3 clusters Score -135421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -135424.015625 Penalty: 739.405457
	Iteration 15Q: 3 clusters Score -135424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -135429.687500 Penalty: 739.405457
	Iteration 16Q: 3 clusters Score -135429.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -135437.343750 Penalty: 739.405457
	Iteration 17Q: 3 clusters Score -135437.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -135444.531250 Penalty: 739.405457
	Iteration 18Q: 3 clusters Score -135444.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -135449.796875 Penalty: 739.405457
	Iteration 19Q: 3 clusters Score -135449.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -135456.203125 Penalty: 739.405457
	Iteration 20F: 3 clusters Score -135456.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -135460.531250 Penalty: 739.405457
	Iteration 21Q: 3 clusters Score -135460.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -135465.093750 Penalty: 739.405457
	Iteration 22Q: 3 clusters Score -135465.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -135468.515625 Penalty: 739.405457
	Iteration 23Q: 3 clusters Score -135468.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -135469.250000 Penalty: 739.405457
	Iteration 24Q: 3 clusters Score -135469.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -135470.390625 Penalty: 739.405457
	Iteration 25Q: 3 clusters Score -135470.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -135471.328125 Penalty: 739.405457
	Iteration 26Q: 3 clusters Score -135471.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -135471.328125 Penalty: 739.405457
	Iteration 27F: 3 clusters Score -135471.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Entering Unmasked Estep 
Score: -85584.906250 Penalty: 349.131653
	Iteration 0F: 2 clusters Score -85584.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -84029.203125 Penalty: 698.263306
	Iteration 0F: 3 clusters Score -84029.2 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -84609.351562 Penalty: 698.263306
	Iteration 1F: 3 clusters Score -84609.35 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -84722.773438 Penalty: 698.263306
	Iteration 2F: 3 clusters Score -84722.77 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -84818.343750 Penalty: 698.263306
	Iteration 3F: 3 clusters Score -84818.34 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -84892.375000 Penalty: 698.263306
	Iteration 4F: 3 clusters Score -84892.38 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -84938.039062 Penalty: 698.263306
	Iteration 5Q: 3 clusters Score -84938.04 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -84978.546875 Penalty: 698.263306
	Iteration 6Q: 3 clusters Score -84978.55 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -85013.031250 Penalty: 698.263306
	Iteration 7Q: 3 clusters Score -85013.03 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -85046.109375 Penalty: 698.263306
	Iteration 8Q: 3 clusters Score -85046.11 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -85079.554688 Penalty: 698.263306
	Iteration 9Q: 3 clusters Score -85079.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -85101.148438 Penalty: 698.263306
	Iteration 10Q: 3 clusters Score -85101.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -85111.804688 Penalty: 698.263306
	Iteration 11Q: 3 clusters Score -85111.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -85119.070312 Penalty: 698.263306
	Iteration 12Q: 3 clusters Score -85119.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -85128.101562 Penalty: 698.263306
	Iteration 13Q: 3 clusters Score -85128.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -85132.539062 Penalty: 698.263306
	Iteration 14Q: 3 clusters Score -85132.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -85137.195312 Penalty: 698.263306
	Iteration 15Q: 3 clusters Score -85137.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -85142.945312 Penalty: 698.263306
	Iteration 16Q: 3 clusters Score -85142.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -85151.414062 Penalty: 698.263306
	Iteration 17Q: 3 clusters Score -85151.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -85157.898438 Penalty: 698.263306
	Iteration 18Q: 3 clusters Score -85157.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -85165.289062 Penalty: 698.263306
	Iteration 19Q: 3 clusters Score -85165.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -85170.289062 Penalty: 698.263306
	Iteration 20F: 3 clusters Score -85170.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -85174.304688 Penalty: 698.263306
	Iteration 21Q: 3 clusters Score -85174.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -85178.945312 Penalty: 698.263306
	Iteration 22Q: 3 clusters Score -85178.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -85189.570312 Penalty: 698.263306
	Iteration 23Q: 3 clusters Score -85189.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -85202.828125 Penalty: 698.263306
	Iteration 24Q: 3 clusters Score -85202.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -85219.468750 Penalty: 698.263306
	Iteration 25Q: 3 clusters Score -85219.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -85230.921875 Penalty: 698.263306
	Iteration 26Q: 3 clusters Score -85230.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -85242.187500 Penalty: 698.263306
	Iteration 27Q: 3 clusters Score -85242.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -85253.976562 Penalty: 698.263306
	Iteration 28Q: 3 clusters Score -85253.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -85264.515625 Penalty: 698.263306
	Iteration 29Q: 3 clusters Score -85264.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -85276.382812 Penalty: 698.263306
	Iteration 30Q: 3 clusters Score -85276.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -85293.171875 Penalty: 698.263306
	Iteration 31Q: 3 clusters Score -85293.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -85310.382812 Penalty: 698.263306
	Iteration 32Q: 3 clusters Score -85310.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -85326.054688 Penalty: 698.263306
	Iteration 33Q: 3 clusters Score -85326.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -85339.640625 Penalty: 698.263306
	Iteration 34Q: 3 clusters Score -85339.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -85356.203125 Penalty: 698.263306
	Iteration 35Q: 3 clusters Score -85356.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -85371.031250 Penalty: 698.263306
	Iteration 36Q: 3 clusters Score -85371.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -85377.007812 Penalty: 698.263306
	Iteration 37Q: 3 clusters Score -85377.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -85388.625000 Penalty: 698.263306
	Iteration 38Q: 3 clusters Score -85388.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -85397.664062 Penalty: 698.263306
	Iteration 39Q: 3 clusters Score -85397.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -85405.953125 Penalty: 698.263306
	Iteration 40F: 3 clusters Score -85405.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -85408.804688 Penalty: 698.263306
	Iteration 41Q: 3 clusters Score -85408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -85409.507812 Penalty: 698.263306
	Iteration 42Q: 3 clusters Score -85409.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -85411.023438 Penalty: 698.263306
	Iteration 43Q: 3 clusters Score -85411.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -85411.187500 Penalty: 698.263306
	Iteration 44Q: 3 clusters Score -85411.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -85411.359375 Penalty: 698.263306
	Iteration 45Q: 3 clusters Score -85411.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -85411.796875 Penalty: 698.263306
	Iteration 46Q: 3 clusters Score -85411.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -85413.171875 Penalty: 698.263306
	Iteration 47Q: 3 clusters Score -85413.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -85414.351562 Penalty: 698.263306
	Iteration 48Q: 3 clusters Score -85414.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -85415.382812 Penalty: 698.263306
	Iteration 49Q: 3 clusters Score -85415.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -85416.750000 Penalty: 698.263306
	Iteration 50Q: 3 clusters Score -85416.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -85417.234375 Penalty: 698.263306
	Iteration 51Q: 3 clusters Score -85417.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -85417.742188 Penalty: 698.263306
	Iteration 52Q: 3 clusters Score -85417.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -85418.710938 Penalty: 698.263306
	Iteration 53Q: 3 clusters Score -85418.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -85419.429688 Penalty: 698.263306
	Iteration 54Q: 3 clusters Score -85419.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -85419.429688 Penalty: 698.263306
	Iteration 55F: 3 clusters Score -85419.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Entering Unmasked Estep 
Score: -246502.984375 Penalty: 397.539459
	Iteration 0F: 2 clusters Score -246503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -242356.937500 Penalty: 795.078918
	Iteration 0F: 3 clusters Score -242356.9 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -244183.796875 Penalty: 795.078918
	Iteration 1F: 3 clusters Score -244183.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -244592.781250 Penalty: 795.078918
	Iteration 2F: 3 clusters Score -244592.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -245002.843750 Penalty: 795.078918
	Iteration 3F: 3 clusters Score -245002.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -245341.656250 Penalty: 795.078918
	Iteration 4F: 3 clusters Score -245341.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -245584.265625 Penalty: 795.078918
	Iteration 5F: 3 clusters Score -245584.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -245751.437500 Penalty: 795.078918
	Iteration 6Q: 3 clusters Score -245751.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -245865.750000 Penalty: 795.078918
	Iteration 7Q: 3 clusters Score -245865.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -245973.578125 Penalty: 795.078918
	Iteration 8Q: 3 clusters Score -245973.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -246064.234375 Penalty: 795.078918
	Iteration 9Q: 3 clusters Score -246064.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -246129.859375 Penalty: 795.078918
	Iteration 10Q: 3 clusters Score -246129.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -246191.500000 Penalty: 795.078918
	Iteration 11Q: 3 clusters Score -246191.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -246243.390625 Penalty: 795.078918
	Iteration 12Q: 3 clusters Score -246243.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -246290.687500 Penalty: 795.078918
	Iteration 13Q: 3 clusters Score -246290.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -246317.437500 Penalty: 795.078918
	Iteration 14Q: 3 clusters Score -246317.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -246336.125000 Penalty: 795.078918
	Iteration 15Q: 3 clusters Score -246336.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -246351.953125 Penalty: 795.078918
	Iteration 16Q: 3 clusters Score -246352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -246362.703125 Penalty: 795.078918
	Iteration 17Q: 3 clusters Score -246362.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -246373.375000 Penalty: 795.078918
	Iteration 18Q: 3 clusters Score -246373.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -246384.609375 Penalty: 795.078918
	Iteration 19Q: 3 clusters Score -246384.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -246390.281250 Penalty: 795.078918
	Iteration 20F: 3 clusters Score -246390.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -246395.031250 Penalty: 795.078918
	Iteration 21Q: 3 clusters Score -246395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -246397.406250 Penalty: 795.078918
	Iteration 22Q: 3 clusters Score -246397.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -246399.921875 Penalty: 795.078918
	Iteration 23Q: 3 clusters Score -246399.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -246403.093750 Penalty: 795.078918
	Iteration 24Q: 3 clusters Score -246403.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -246405.125000 Penalty: 795.078918
	Iteration 25Q: 3 clusters Score -246405.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -246407.578125 Penalty: 795.078918
	Iteration 26Q: 3 clusters Score -246407.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -246408.875000 Penalty: 795.078918
	Iteration 27Q: 3 clusters Score -246408.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -246409.796875 Penalty: 795.078918
	Iteration 28Q: 3 clusters Score -246409.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -246411.562500 Penalty: 795.078918
	Iteration 29Q: 3 clusters Score -246411.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -246412.546875 Penalty: 795.078918
	Iteration 30Q: 3 clusters Score -246412.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -246412.656250 Penalty: 795.078918
	Iteration 31Q: 3 clusters Score -246412.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -246413.140625 Penalty: 795.078918
	Iteration 32Q: 3 clusters Score -246413.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -246412.953125 Penalty: 795.078918
	Iteration 33Q: 3 clusters Score -246413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -246414.031250 Penalty: 795.078918
	Iteration 34Q: 3 clusters Score -246414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -246414.562500 Penalty: 795.078918
	Iteration 35Q: 3 clusters Score -246414.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -246415.109375 Penalty: 795.078918
	Iteration 36Q: 3 clusters Score -246415.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -246415.109375 Penalty: 795.078918
	Iteration 37F: 3 clusters Score -246415.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -50474.890625 Penalty: 332.630035
	Iteration 0F: 2 clusters Score -50474.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -49389.886719 Penalty: 665.260071
	Iteration 0F: 3 clusters Score -49389.89 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -49829.195312 Penalty: 665.260071
	Iteration 1F: 3 clusters Score -49829.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -49895.753906 Penalty: 665.260071
	Iteration 2F: 3 clusters Score -49895.75 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -49936.507812 Penalty: 665.260071
	Iteration 3Q: 3 clusters Score -49936.51 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -49984.714844 Penalty: 665.260071
	Iteration 4Q: 3 clusters Score -49984.71 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -50027.558594 Penalty: 665.260071
	Iteration 5Q: 3 clusters Score -50027.56 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -50054.253906 Penalty: 665.260071
	Iteration 6Q: 3 clusters Score -50054.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -50078.941406 Penalty: 665.260071
	Iteration 7Q: 3 clusters Score -50078.94 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -50108.585938 Penalty: 665.260071
	Iteration 8Q: 3 clusters Score -50108.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -50143.027344 Penalty: 665.260071
	Iteration 9Q: 3 clusters Score -50143.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -50163.578125 Penalty: 665.260071
	Iteration 10Q: 3 clusters Score -50163.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -50175.082031 Penalty: 665.260071
	Iteration 11Q: 3 clusters Score -50175.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -50186.636719 Penalty: 665.260071
	Iteration 12Q: 3 clusters Score -50186.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -50198.042969 Penalty: 665.260071
	Iteration 13Q: 3 clusters Score -50198.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -50211.000000 Penalty: 665.260071
	Iteration 14Q: 3 clusters Score -50211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -50219.093750 Penalty: 665.260071
	Iteration 15Q: 3 clusters Score -50219.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -50223.449219 Penalty: 665.260071
	Iteration 16Q: 3 clusters Score -50223.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -50227.441406 Penalty: 665.260071
	Iteration 17Q: 3 clusters Score -50227.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -50232.878906 Penalty: 665.260071
	Iteration 18Q: 3 clusters Score -50232.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -50235.234375 Penalty: 665.260071
	Iteration 19Q: 3 clusters Score -50235.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -50238.800781 Penalty: 665.260071
	Iteration 20F: 3 clusters Score -50238.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -50241.437500 Penalty: 665.260071
	Iteration 21Q: 3 clusters Score -50241.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -50242.507812 Penalty: 665.260071
	Iteration 22Q: 3 clusters Score -50242.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -50243.417969 Penalty: 665.260071
	Iteration 23Q: 3 clusters Score -50243.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -50243.601562 Penalty: 665.260071
	Iteration 24Q: 3 clusters Score -50243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -50243.656250 Penalty: 665.260071
	Iteration 25Q: 3 clusters Score -50243.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -50243.656250 Penalty: 665.260071
	Iteration 26F: 3 clusters Score -50243.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -61374.398438 Penalty: 339.817352
	Iteration 0F: 2 clusters Score -61374.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -60067.675781 Penalty: 679.634705
	Iteration 0F: 3 clusters Score -60067.68 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -60482.554688 Penalty: 679.634705
	Iteration 1F: 3 clusters Score -60482.55 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -60593.652344 Penalty: 679.634705
	Iteration 2F: 3 clusters Score -60593.65 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -60694.226562 Penalty: 679.634705
	Iteration 3F: 3 clusters Score -60694.23 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -60782.640625 Penalty: 679.634705
	Iteration 4F: 3 clusters Score -60782.64 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -60873.113281 Penalty: 679.634705
	Iteration 5F: 3 clusters Score -60873.11 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -60942.828125 Penalty: 679.634705
	Iteration 6Q: 3 clusters Score -60942.83 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -60993.855469 Penalty: 679.634705
	Iteration 7Q: 3 clusters Score -60993.86 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -61029.113281 Penalty: 679.634705
	Iteration 8Q: 3 clusters Score -61029.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -61049.531250 Penalty: 679.634705
	Iteration 9Q: 3 clusters Score -61049.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -61066.222656 Penalty: 679.634705
	Iteration 10Q: 3 clusters Score -61066.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -61078.562500 Penalty: 679.634705
	Iteration 11Q: 3 clusters Score -61078.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -61086.242188 Penalty: 679.634705
	Iteration 12Q: 3 clusters Score -61086.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -61092.484375 Penalty: 679.634705
	Iteration 13Q: 3 clusters Score -61092.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -61095.867188 Penalty: 679.634705
	Iteration 14Q: 3 clusters Score -61095.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -61097.660156 Penalty: 679.634705
	Iteration 15Q: 3 clusters Score -61097.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -61100.265625 Penalty: 679.634705
	Iteration 16Q: 3 clusters Score -61100.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -61102.882812 Penalty: 679.634705
	Iteration 17Q: 3 clusters Score -61102.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -61103.050781 Penalty: 679.634705
	Iteration 18Q: 3 clusters Score -61103.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -61103.050781 Penalty: 679.634705
	Iteration 19F: 3 clusters Score -61103.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -65876.429688 Penalty: 342.685638
	Iteration 0F: 2 clusters Score -65876.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -64496.136719 Penalty: 685.371277
	Iteration 0F: 3 clusters Score -64496.14 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -64967.195312 Penalty: 685.371277
	Iteration 1F: 3 clusters Score -64967.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -65050.246094 Penalty: 685.371277
	Iteration 2F: 3 clusters Score -65050.25 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -65114.359375 Penalty: 685.371277
	Iteration 3F: 3 clusters Score -65114.36 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -65181.535156 Penalty: 685.371277
	Iteration 4F: 3 clusters Score -65181.54 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -65249.410156 Penalty: 685.371277
	Iteration 5F: 3 clusters Score -65249.41 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -65308.179688 Penalty: 685.371277
	Iteration 6Q: 3 clusters Score -65308.18 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -65366.207031 Penalty: 685.371277
	Iteration 7Q: 3 clusters Score -65366.21 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -65413.062500 Penalty: 685.371277
	Iteration 8Q: 3 clusters Score -65413.06 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -65474.351562 Penalty: 685.371277
	Iteration 9Q: 3 clusters Score -65474.35 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65525.265625 Penalty: 685.371277
	Iteration 10Q: 3 clusters Score -65525.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65563.000000 Penalty: 685.371277
	Iteration 11Q: 3 clusters Score -65563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -65575.843750 Penalty: 685.371277
	Iteration 12Q: 3 clusters Score -65575.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65588.687500 Penalty: 685.371277
	Iteration 13Q: 3 clusters Score -65588.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65593.539062 Penalty: 685.371277
	Iteration 14Q: 3 clusters Score -65593.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -65595.710938 Penalty: 685.371277
	Iteration 15Q: 3 clusters Score -65595.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65599.984375 Penalty: 685.371277
	Iteration 16Q: 3 clusters Score -65599.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65604.640625 Penalty: 685.371277
	Iteration 17Q: 3 clusters Score -65604.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -65608.218750 Penalty: 685.371277
	Iteration 18Q: 3 clusters Score -65608.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65609.726562 Penalty: 685.371277
	Iteration 19Q: 3 clusters Score -65609.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65609.804688 Penalty: 685.371277
	Iteration 20F: 3 clusters Score -65609.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -159495.593750 Penalty: 377.538239
	Iteration 0F: 2 clusters Score -159495.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -156753.171875 Penalty: 755.076477
	Iteration 0F: 3 clusters Score -156753.2 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -157804.140625 Penalty: 755.076477
	Iteration 1F: 3 clusters Score -157804.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -157958.187500 Penalty: 755.076477
	Iteration 2F: 3 clusters Score -157958.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -158110.312500 Penalty: 755.076477
	Iteration 3F: 3 clusters Score -158110.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -158256.921875 Penalty: 755.076477
	Iteration 4F: 3 clusters Score -158256.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -158402.390625 Penalty: 755.076477
	Iteration 5F: 3 clusters Score -158402.4 nChanged 203
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: -158538.062500 Penalty: 755.076477
	Iteration 6F: 3 clusters Score -158538.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -158681.640625 Penalty: 755.076477
	Iteration 7Q: 3 clusters Score -158681.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -158834.093750 Penalty: 755.076477
	Iteration 8Q: 3 clusters Score -158834.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -158927.796875 Penalty: 755.076477
	Iteration 9Q: 3 clusters Score -158927.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -158985.187500 Penalty: 755.076477
	Iteration 10Q: 3 clusters Score -158985.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -159029.843750 Penalty: 755.076477
	Iteration 11Q: 3 clusters Score -159029.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -159070.312500 Penalty: 755.076477
	Iteration 12Q: 3 clusters Score -159070.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -159094.031250 Penalty: 755.076477
	Iteration 13Q: 3 clusters Score -159094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -159110.265625 Penalty: 755.076477
	Iteration 14Q: 3 clusters Score -159110.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -159123.203125 Penalty: 755.076477
	Iteration 15Q: 3 clusters Score -159123.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -159131.687500 Penalty: 755.076477
	Iteration 16Q: 3 clusters Score -159131.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -159135.640625 Penalty: 755.076477
	Iteration 17Q: 3 clusters Score -159135.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -159142.437500 Penalty: 755.076477
	Iteration 18Q: 3 clusters Score -159142.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -159145.718750 Penalty: 755.076477
	Iteration 19Q: 3 clusters Score -159145.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -159148.578125 Penalty: 755.076477
	Iteration 20F: 3 clusters Score -159148.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -159151.546875 Penalty: 755.076477
	Iteration 21Q: 3 clusters Score -159151.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -159155.750000 Penalty: 755.076477
	Iteration 22Q: 3 clusters Score -159155.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -159157.484375 Penalty: 755.076477
	Iteration 23Q: 3 clusters Score -159157.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -159158.078125 Penalty: 755.076477
	Iteration 24Q: 3 clusters Score -159158.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -159158.984375 Penalty: 755.076477
	Iteration 25Q: 3 clusters Score -159159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -159160.015625 Penalty: 755.076477
	Iteration 26Q: 3 clusters Score -159160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -159160.156250 Penalty: 755.076477
	Iteration 27Q: 3 clusters Score -159160.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -159160.062500 Penalty: 755.076477
	Iteration 28Q: 3 clusters Score -159160.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -159160.062500 Penalty: 755.076477
	Iteration 29F: 3 clusters Score -159160.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Entering Unmasked Estep 
Score: -95564.039062 Penalty: 351.200195
	Iteration 0F: 2 clusters Score -95564.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -93972.023438 Penalty: 702.400391
	Iteration 0F: 3 clusters Score -93972.02 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -94511.968750 Penalty: 702.400391
	Iteration 1F: 3 clusters Score -94511.97 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -94581.773438 Penalty: 702.400391
	Iteration 2F: 3 clusters Score -94581.77 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -94634.312500 Penalty: 702.400391
	Iteration 3Q: 3 clusters Score -94634.31 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -94670.046875 Penalty: 702.400391
	Iteration 4Q: 3 clusters Score -94670.05 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -94704.375000 Penalty: 702.400391
	Iteration 5Q: 3 clusters Score -94704.38 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -94748.109375 Penalty: 702.400391
	Iteration 6Q: 3 clusters Score -94748.11 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -94799.156250 Penalty: 702.400391
	Iteration 7Q: 3 clusters Score -94799.16 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -94863.265625 Penalty: 702.400391
	Iteration 8Q: 3 clusters Score -94863.27 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -94922.554688 Penalty: 702.400391
	Iteration 9Q: 3 clusters Score -94922.55 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -94977.492188 Penalty: 702.400391
	Iteration 10Q: 3 clusters Score -94977.49 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -95012.835938 Penalty: 702.400391
	Iteration 11Q: 3 clusters Score -95012.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -95044.609375 Penalty: 702.400391
	Iteration 12Q: 3 clusters Score -95044.61 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -95069.789062 Penalty: 702.400391
	Iteration 13Q: 3 clusters Score -95069.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -95088.843750 Penalty: 702.400391
	Iteration 14Q: 3 clusters Score -95088.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -95098.226562 Penalty: 702.400391
	Iteration 15Q: 3 clusters Score -95098.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -95105.757812 Penalty: 702.400391
	Iteration 16Q: 3 clusters Score -95105.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -95112.468750 Penalty: 702.400391
	Iteration 17Q: 3 clusters Score -95112.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -95117.632812 Penalty: 702.400391
	Iteration 18Q: 3 clusters Score -95117.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -95120.789062 Penalty: 702.400391
	Iteration 19Q: 3 clusters Score -95120.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -95122.554688 Penalty: 702.400391
	Iteration 20F: 3 clusters Score -95122.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -95124.429688 Penalty: 702.400391
	Iteration 21Q: 3 clusters Score -95124.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -95125.882812 Penalty: 702.400391
	Iteration 22Q: 3 clusters Score -95125.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -95126.531250 Penalty: 702.400391
	Iteration 23Q: 3 clusters Score -95126.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -95127.414062 Penalty: 702.400391
	Iteration 24Q: 3 clusters Score -95127.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -95128.945312 Penalty: 702.400391
	Iteration 25Q: 3 clusters Score -95128.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -95130.578125 Penalty: 702.400391
	Iteration 26Q: 3 clusters Score -95130.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -95132.734375 Penalty: 702.400391
	Iteration 27Q: 3 clusters Score -95132.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -95135.898438 Penalty: 702.400391
	Iteration 28Q: 3 clusters Score -95135.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -95142.039062 Penalty: 702.400391
	Iteration 29Q: 3 clusters Score -95142.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -95144.046875 Penalty: 702.400391
	Iteration 30Q: 3 clusters Score -95144.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -95148.226562 Penalty: 702.400391
	Iteration 31Q: 3 clusters Score -95148.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -95151.179688 Penalty: 702.400391
	Iteration 32Q: 3 clusters Score -95151.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -95152.289062 Penalty: 702.400391
	Iteration 33Q: 3 clusters Score -95152.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -95152.601562 Penalty: 702.400391
	Iteration 34Q: 3 clusters Score -95152.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -95152.460938 Penalty: 702.400391
	Iteration 35Q: 3 clusters Score -95152.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -95153.031250 Penalty: 702.400391
	Iteration 36Q: 3 clusters Score -95153.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -95153.773438 Penalty: 702.400391
	Iteration 37Q: 3 clusters Score -95153.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -95153.906250 Penalty: 702.400391
	Iteration 38Q: 3 clusters Score -95153.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -95153.906250 Penalty: 702.400391
	Iteration 39F: 3 clusters Score -95153.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Entering Unmasked Estep 
Score: -110591.187500 Penalty: 359.596832
	Iteration 0F: 2 clusters Score -110591.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -108697.148438 Penalty: 719.193665
	Iteration 0F: 3 clusters Score -108697.1 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -109367.164062 Penalty: 719.193665
	Iteration 1F: 3 clusters Score -109367.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -109462.164062 Penalty: 719.193665
	Iteration 2F: 3 clusters Score -109462.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -109554.742188 Penalty: 719.193665
	Iteration 3F: 3 clusters Score -109554.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -109645.976562 Penalty: 719.193665
	Iteration 4F: 3 clusters Score -109646 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -109753.078125 Penalty: 719.193665
	Iteration 5F: 3 clusters Score -109753.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -109867.617188 Penalty: 719.193665
	Iteration 6F: 3 clusters Score -109867.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -109964.226562 Penalty: 719.193665
	Iteration 7F: 3 clusters Score -109964.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -110033.289062 Penalty: 719.193665
	Iteration 8Q: 3 clusters Score -110033.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -110080.015625 Penalty: 719.193665
	Iteration 9Q: 3 clusters Score -110080 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -110111.312500 Penalty: 719.193665
	Iteration 10Q: 3 clusters Score -110111.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -110136.726562 Penalty: 719.193665
	Iteration 11Q: 3 clusters Score -110136.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -110167.343750 Penalty: 719.193665
	Iteration 12Q: 3 clusters Score -110167.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -110196.968750 Penalty: 719.193665
	Iteration 13Q: 3 clusters Score -110197 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -110226.070312 Penalty: 719.193665
	Iteration 14Q: 3 clusters Score -110226.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -110245.851562 Penalty: 719.193665
	Iteration 15Q: 3 clusters Score -110245.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -110260.429688 Penalty: 719.193665
	Iteration 16Q: 3 clusters Score -110260.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -110275.992188 Penalty: 719.193665
	Iteration 17Q: 3 clusters Score -110276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -110290.281250 Penalty: 719.193665
	Iteration 18Q: 3 clusters Score -110290.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -110298.578125 Penalty: 719.193665
	Iteration 19Q: 3 clusters Score -110298.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -110306.835938 Penalty: 719.193665
	Iteration 20F: 3 clusters Score -110306.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -110313.773438 Penalty: 719.193665
	Iteration 21Q: 3 clusters Score -110313.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -110320.882812 Penalty: 719.193665
	Iteration 22Q: 3 clusters Score -110320.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -110326.750000 Penalty: 719.193665
	Iteration 23Q: 3 clusters Score -110326.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -110332.125000 Penalty: 719.193665
	Iteration 24Q: 3 clusters Score -110332.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -110336.234375 Penalty: 719.193665
	Iteration 25Q: 3 clusters Score -110336.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -110339.757812 Penalty: 719.193665
	Iteration 26Q: 3 clusters Score -110339.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -110344.765625 Penalty: 719.193665
	Iteration 27Q: 3 clusters Score -110344.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -110350.203125 Penalty: 719.193665
	Iteration 28Q: 3 clusters Score -110350.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -110352.726562 Penalty: 719.193665
	Iteration 29Q: 3 clusters Score -110352.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -110353.453125 Penalty: 719.193665
	Iteration 30Q: 3 clusters Score -110353.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -110354.476562 Penalty: 719.193665
	Iteration 31Q: 3 clusters Score -110354.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -110355.250000 Penalty: 719.193665
	Iteration 32Q: 3 clusters Score -110355.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -110356.242188 Penalty: 719.193665
	Iteration 33Q: 3 clusters Score -110356.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -110356.468750 Penalty: 719.193665
	Iteration 34Q: 3 clusters Score -110356.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -110356.625000 Penalty: 719.193665
	Iteration 35Q: 3 clusters Score -110356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -110356.601562 Penalty: 719.193665
	Iteration 36Q: 3 clusters Score -110356.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -110356.601562 Penalty: 719.193665
	Iteration 37F: 3 clusters Score -110356.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -6596.175781 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -6596.176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6331.457520 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -6331.458 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6430.557129 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -6430.557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6466.502441 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -6466.502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6485.846680 Penalty: 499.493347
	Iteration 3F: 3 clusters Score -6485.847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6496.348633 Penalty: 499.493347
	Iteration 4Q: 3 clusters Score -6496.349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6499.437500 Penalty: 499.493347
	Iteration 5Q: 3 clusters Score -6499.438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6500.414062 Penalty: 499.493347
	Iteration 6Q: 3 clusters Score -6500.414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6500.414062 Penalty: 499.493347
	Iteration 7F: 3 clusters Score -6500.414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Entering Unmasked Estep 
Score: -142425.250000 Penalty: 373.585388
	Iteration 0F: 2 clusters Score -142425.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -139922.171875 Penalty: 747.170776
	Iteration 0F: 3 clusters Score -139922.2 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -140890.953125 Penalty: 747.170776
	Iteration 1F: 3 clusters Score -140891 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -141028.187500 Penalty: 747.170776
	Iteration 2F: 3 clusters Score -141028.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -141153.671875 Penalty: 747.170776
	Iteration 3F: 3 clusters Score -141153.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -141304.437500 Penalty: 747.170776
	Iteration 4F: 3 clusters Score -141304.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -141454.609375 Penalty: 747.170776
	Iteration 5F: 3 clusters Score -141454.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -141596.609375 Penalty: 747.170776
	Iteration 6F: 3 clusters Score -141596.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -141722.125000 Penalty: 747.170776
	Iteration 7Q: 3 clusters Score -141722.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -141800.203125 Penalty: 747.170776
	Iteration 8Q: 3 clusters Score -141800.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -141839.687500 Penalty: 747.170776
	Iteration 9Q: 3 clusters Score -141839.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -141863.250000 Penalty: 747.170776
	Iteration 10Q: 3 clusters Score -141863.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -141881.156250 Penalty: 747.170776
	Iteration 11Q: 3 clusters Score -141881.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -141892.906250 Penalty: 747.170776
	Iteration 12Q: 3 clusters Score -141892.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -141907.234375 Penalty: 747.170776
	Iteration 13Q: 3 clusters Score -141907.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -141929.718750 Penalty: 747.170776
	Iteration 14Q: 3 clusters Score -141929.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -141948.265625 Penalty: 747.170776
	Iteration 15Q: 3 clusters Score -141948.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -141973.421875 Penalty: 747.170776
	Iteration 16Q: 3 clusters Score -141973.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -141998.671875 Penalty: 747.170776
	Iteration 17Q: 3 clusters Score -141998.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -142024.343750 Penalty: 747.170776
	Iteration 18Q: 3 clusters Score -142024.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -142045.281250 Penalty: 747.170776
	Iteration 19Q: 3 clusters Score -142045.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -142063.234375 Penalty: 747.170776
	Iteration 20F: 3 clusters Score -142063.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -142082.078125 Penalty: 747.170776
	Iteration 21Q: 3 clusters Score -142082.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -142095.453125 Penalty: 747.170776
	Iteration 22Q: 3 clusters Score -142095.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -142110.203125 Penalty: 747.170776
	Iteration 23Q: 3 clusters Score -142110.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -142124.140625 Penalty: 747.170776
	Iteration 24Q: 3 clusters Score -142124.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -142140.421875 Penalty: 747.170776
	Iteration 25Q: 3 clusters Score -142140.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -142147.359375 Penalty: 747.170776
	Iteration 26Q: 3 clusters Score -142147.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -142152.140625 Penalty: 747.170776
	Iteration 27Q: 3 clusters Score -142152.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -142156.531250 Penalty: 747.170776
	Iteration 28Q: 3 clusters Score -142156.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -142159.656250 Penalty: 747.170776
	Iteration 29Q: 3 clusters Score -142159.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -142161.453125 Penalty: 747.170776
	Iteration 30Q: 3 clusters Score -142161.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -142162.703125 Penalty: 747.170776
	Iteration 31Q: 3 clusters Score -142162.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -142163.671875 Penalty: 747.170776
	Iteration 32Q: 3 clusters Score -142163.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -142164.109375 Penalty: 747.170776
	Iteration 33Q: 3 clusters Score -142164.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -142166.796875 Penalty: 747.170776
	Iteration 34Q: 3 clusters Score -142166.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -142169.484375 Penalty: 747.170776
	Iteration 35Q: 3 clusters Score -142169.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -142170.953125 Penalty: 747.170776
	Iteration 36Q: 3 clusters Score -142171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -142172.015625 Penalty: 747.170776
	Iteration 37Q: 3 clusters Score -142172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -142173.062500 Penalty: 747.170776
	Iteration 38Q: 3 clusters Score -142173.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -142174.656250 Penalty: 747.170776
	Iteration 39Q: 3 clusters Score -142174.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -142179.281250 Penalty: 747.170776
	Iteration 40F: 3 clusters Score -142179.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -142184.015625 Penalty: 747.170776
	Iteration 41Q: 3 clusters Score -142184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -142187.578125 Penalty: 747.170776
	Iteration 42Q: 3 clusters Score -142187.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -142190.812500 Penalty: 747.170776
	Iteration 43Q: 3 clusters Score -142190.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -142193.015625 Penalty: 747.170776
	Iteration 44Q: 3 clusters Score -142193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -142193.921875 Penalty: 747.170776
	Iteration 45Q: 3 clusters Score -142193.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -142195.062500 Penalty: 747.170776
	Iteration 46Q: 3 clusters Score -142195.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -142196.406250 Penalty: 747.170776
	Iteration 47Q: 3 clusters Score -142196.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -142198.421875 Penalty: 747.170776
	Iteration 48Q: 3 clusters Score -142198.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -142199.609375 Penalty: 747.170776
	Iteration 49Q: 3 clusters Score -142199.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -142200.453125 Penalty: 747.170776
	Iteration 50Q: 3 clusters Score -142200.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -142200.625000 Penalty: 747.170776
	Iteration 51Q: 3 clusters Score -142200.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -142201.531250 Penalty: 747.170776
	Iteration 52Q: 3 clusters Score -142201.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -142202.140625 Penalty: 747.170776
	Iteration 53Q: 3 clusters Score -142202.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -142202.671875 Penalty: 747.170776
	Iteration 54Q: 3 clusters Score -142202.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -142203.343750 Penalty: 747.170776
	Iteration 55Q: 3 clusters Score -142203.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -142203.390625 Penalty: 747.170776
	Iteration 56Q: 3 clusters Score -142203.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -142203.390625 Penalty: 747.170776
	Iteration 57F: 3 clusters Score -142203.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Entering Unmasked Estep 
Score: -621105.625000 Penalty: 438.896454
	Iteration 0F: 2 clusters Score -621105.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -610692.937500 Penalty: 877.792908
	Iteration 0F: 3 clusters Score -610692.9 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -615111.375000 Penalty: 877.792908
	Iteration 1F: 3 clusters Score -615111.4 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -615442.250000 Penalty: 877.792908
	Iteration 2F: 3 clusters Score -615442.2 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -615814.187500 Penalty: 877.792908
	Iteration 3Q: 3 clusters Score -615814.2 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -616294.625000 Penalty: 877.792908
	Iteration 4F: 3 clusters Score -616294.6 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -616915.875000 Penalty: 877.792908
	Iteration 5F: 3 clusters Score -616915.9 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -617710.625000 Penalty: 877.792908
	Iteration 6F: 3 clusters Score -617710.6 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -618636.187500 Penalty: 877.792908
	Iteration 7F: 3 clusters Score -618636.2 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -619525.312500 Penalty: 877.792908
	Iteration 8F: 3 clusters Score -619525.3 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -620119.437500 Penalty: 877.792908
	Iteration 9Q: 3 clusters Score -620119.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -620473.312500 Penalty: 877.792908
	Iteration 10Q: 3 clusters Score -620473.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -620603.500000 Penalty: 877.792908
	Iteration 11Q: 3 clusters Score -620603.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -620675.375000 Penalty: 877.792908
	Iteration 12Q: 3 clusters Score -620675.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -620703.875000 Penalty: 877.792908
	Iteration 13Q: 3 clusters Score -620703.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -620711.375000 Penalty: 877.792908
	Iteration 14Q: 3 clusters Score -620711.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -620713.500000 Penalty: 877.792908
	Iteration 15Q: 3 clusters Score -620713.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -620716.062500 Penalty: 877.792908
	Iteration 16Q: 3 clusters Score -620716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -620716.375000 Penalty: 877.792908
	Iteration 17Q: 3 clusters Score -620716.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -620716.375000 Penalty: 877.792908
	Iteration 18F: 3 clusters Score -620716.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -64871.746094 Penalty: 339.110687
	Iteration 0F: 2 clusters Score -64871.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -63632.789062 Penalty: 678.221375
	Iteration 0F: 3 clusters Score -63632.79 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -64081.539062 Penalty: 678.221375
	Iteration 1F: 3 clusters Score -64081.54 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -64228.882812 Penalty: 678.221375
	Iteration 2F: 3 clusters Score -64228.88 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -64374.503906 Penalty: 678.221375
	Iteration 3F: 3 clusters Score -64374.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -64474.382812 Penalty: 678.221375
	Iteration 4F: 3 clusters Score -64474.38 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -64540.191406 Penalty: 678.221375
	Iteration 5Q: 3 clusters Score -64540.19 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -64605.554688 Penalty: 678.221375
	Iteration 6Q: 3 clusters Score -64605.55 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -64653.765625 Penalty: 678.221375
	Iteration 7Q: 3 clusters Score -64653.77 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -64693.660156 Penalty: 678.221375
	Iteration 8Q: 3 clusters Score -64693.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -64723.531250 Penalty: 678.221375
	Iteration 9Q: 3 clusters Score -64723.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -64742.875000 Penalty: 678.221375
	Iteration 10Q: 3 clusters Score -64742.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -64760.527344 Penalty: 678.221375
	Iteration 11Q: 3 clusters Score -64760.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -64775.617188 Penalty: 678.221375
	Iteration 12Q: 3 clusters Score -64775.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -64784.660156 Penalty: 678.221375
	Iteration 13Q: 3 clusters Score -64784.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -64789.007812 Penalty: 678.221375
	Iteration 14Q: 3 clusters Score -64789.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -64793.277344 Penalty: 678.221375
	Iteration 15Q: 3 clusters Score -64793.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -64796.085938 Penalty: 678.221375
	Iteration 16Q: 3 clusters Score -64796.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -64797.957031 Penalty: 678.221375
	Iteration 17Q: 3 clusters Score -64797.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -64799.582031 Penalty: 678.221375
	Iteration 18Q: 3 clusters Score -64799.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -64801.863281 Penalty: 678.221375
	Iteration 19Q: 3 clusters Score -64801.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -64802.070312 Penalty: 678.221375
	Iteration 20F: 3 clusters Score -64802.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -64802.265625 Penalty: 678.221375
	Iteration 21Q: 3 clusters Score -64802.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -64802.859375 Penalty: 678.221375
	Iteration 22Q: 3 clusters Score -64802.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -64803.394531 Penalty: 678.221375
	Iteration 23Q: 3 clusters Score -64803.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -64803.500000 Penalty: 678.221375
	Iteration 24Q: 3 clusters Score -64803.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -64803.562500 Penalty: 678.221375
	Iteration 25Q: 3 clusters Score -64803.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -64803.691406 Penalty: 678.221375
	Iteration 26Q: 3 clusters Score -64803.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -64803.691406 Penalty: 678.221375
	Iteration 27F: 3 clusters Score -64803.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (283125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283125 members 
Entering Unmasked Estep 
Score: -11770863.000000 Penalty: 571.190796
	Iteration 0F: 2 clusters Score -1.177086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141324 members 
Mstep: Class 2 contains 141801 members 
Entering Unmasked Estep 
Score: -11578078.000000 Penalty: 1142.381592
	Iteration 0F: 3 clusters Score -1.157808e+07 nChanged 139473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127827 members 
Mstep: Class 2 contains 155298 members 
Entering Unmasked Estep 
Score: -11665225.000000 Penalty: 1142.381592
	Iteration 1F: 3 clusters Score -1.166522e+07 nChanged 11828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119713 members 
Mstep: Class 2 contains 163412 members 
Entering Unmasked Estep 
Score: -11670312.000000 Penalty: 1142.381592
	Iteration 2Q: 3 clusters Score -1.167031e+07 nChanged 14778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108209 members 
Mstep: Class 2 contains 174916 members 
Entering Unmasked Estep 
Score: -11678747.000000 Penalty: 1142.381592
	Iteration 3F: 3 clusters Score -1.167875e+07 nChanged 18097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 189675 members 
Entering Unmasked Estep 
Score: -11692421.000000 Penalty: 1142.381592
	Iteration 4F: 3 clusters Score -1.169242e+07 nChanged 19342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77826 members 
Mstep: Class 2 contains 205299 members 
Entering Unmasked Estep 
Score: -11709649.000000 Penalty: 1142.381592
	Iteration 5F: 3 clusters Score -1.170965e+07 nChanged 17109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 218252 members 
Entering Unmasked Estep 
Score: -11724017.000000 Penalty: 1142.381592
	Iteration 6F: 3 clusters Score -1.172402e+07 nChanged 13133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 227639 members 
Entering Unmasked Estep 
Score: -11732919.000000 Penalty: 1142.381592
	Iteration 7Q: 3 clusters Score -1.173292e+07 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 235293 members 
Entering Unmasked Estep 
Score: -11738137.000000 Penalty: 1142.381592
	Iteration 8Q: 3 clusters Score -1.173814e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 242397 members 
Entering Unmasked Estep 
Score: -11742181.000000 Penalty: 1142.381592
	Iteration 9Q: 3 clusters Score -1.174218e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 249224 members 
Entering Unmasked Estep 
Score: -11746118.000000 Penalty: 1142.381592
	Iteration 10Q: 3 clusters Score -1.174612e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 255648 members 
Entering Unmasked Estep 
Score: -11750020.000000 Penalty: 1142.381592
	Iteration 11Q: 3 clusters Score -1.175002e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 261585 members 
Entering Unmasked Estep 
Score: -11753888.000000 Penalty: 1142.381592
	Iteration 12Q: 3 clusters Score -1.175389e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 266950 members 
Entering Unmasked Estep 
Score: -11757711.000000 Penalty: 1142.381592
	Iteration 13Q: 3 clusters Score -1.175771e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 271574 members 
Entering Unmasked Estep 
Score: -11761108.000000 Penalty: 1142.381592
	Iteration 14Q: 3 clusters Score -1.176111e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 275265 members 
Entering Unmasked Estep 
Score: -11763890.000000 Penalty: 1142.381592
	Iteration 15Q: 3 clusters Score -1.176389e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 278209 members 
Entering Unmasked Estep 
Score: -11766256.000000 Penalty: 1142.381592
	Iteration 16Q: 3 clusters Score -1.176626e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 280611 members 
Entering Unmasked Estep 
Score: -11768289.000000 Penalty: 1142.381592
	Iteration 17Q: 3 clusters Score -1.176829e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 282120 members 
Entering Unmasked Estep 
Score: -11769612.000000 Penalty: 1142.381592
	Iteration 18Q: 3 clusters Score -1.176961e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 282714 members 
Entering Unmasked Estep 
Score: -11770060.000000 Penalty: 1142.381592
	Iteration 19Q: 3 clusters Score -1.177006e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 282921 members 
Entering Unmasked Estep 
Score: -11770191.000000 Penalty: 1142.381592
	Iteration 20F: 3 clusters Score -1.177019e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 282999 members 
Entering Unmasked Estep 
Score: -11770271.000000 Penalty: 1142.381592
	Iteration 21Q: 3 clusters Score -1.177027e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 283034 members 
Entering Unmasked Estep 
Score: -11770304.000000 Penalty: 1142.381592
	Iteration 22Q: 3 clusters Score -1.17703e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 283045 members 
Entering Unmasked Estep 
Score: -11770313.000000 Penalty: 1142.381592
	Iteration 23Q: 3 clusters Score -1.177031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 283050 members 
Entering Unmasked Estep 
Score: -11770326.000000 Penalty: 1142.381592
	Iteration 24Q: 3 clusters Score -1.177033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 283055 members 
Entering Unmasked Estep 
Score: -11770336.000000 Penalty: 1142.381592
	Iteration 25Q: 3 clusters Score -1.177034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 283056 members 
Entering Unmasked Estep 
Score: -11770331.000000 Penalty: 1142.381592
	Iteration 26Q: 3 clusters Score -1.177033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 283053 members 
Entering Unmasked Estep 
Score: -11770337.000000 Penalty: 1142.381592
	Iteration 27Q: 3 clusters Score -1.177034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 283053 members 
Entering Unmasked Estep 
Score: -11770337.000000 Penalty: 1142.381592
	Iteration 28F: 3 clusters Score -1.177034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58100 members 
Entering Unmasked Estep 
Score: -2343407.750000 Penalty: 499.131409
	Iteration 0F: 2 clusters Score -2343408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -2304074.250000 Penalty: 998.262817
	Iteration 0F: 3 clusters Score -2304074 nChanged 28349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -2323880.750000 Penalty: 998.262817
	Iteration 1F: 3 clusters Score -2323881 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -2326584.000000 Penalty: 998.262817
	Iteration 2F: 3 clusters Score -2326584 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -2329889.000000 Penalty: 998.262817
	Iteration 3F: 3 clusters Score -2329889 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -2333285.000000 Penalty: 998.262817
	Iteration 4F: 3 clusters Score -2333285 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -2336012.250000 Penalty: 998.262817
	Iteration 5F: 3 clusters Score -2336012 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -2337811.500000 Penalty: 998.262817
	Iteration 6Q: 3 clusters Score -2337812 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -2339099.750000 Penalty: 998.262817
	Iteration 7Q: 3 clusters Score -2339100 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 52494 members 
Entering Unmasked Estep 
Score: -2340065.000000 Penalty: 998.262817
	Iteration 8Q: 3 clusters Score -2340065 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -2340811.000000 Penalty: 998.262817
	Iteration 9Q: 3 clusters Score -2340811 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -2341427.750000 Penalty: 998.262817
	Iteration 10Q: 3 clusters Score -2341428 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -2341885.750000 Penalty: 998.262817
	Iteration 11Q: 3 clusters Score -2341886 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -2342232.500000 Penalty: 998.262817
	Iteration 12Q: 3 clusters Score -2342232 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -2342503.000000 Penalty: 998.262817
	Iteration 13Q: 3 clusters Score -2342503 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -2342683.500000 Penalty: 998.262817
	Iteration 14Q: 3 clusters Score -2342684 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -2342837.500000 Penalty: 998.262817
	Iteration 15Q: 3 clusters Score -2342838 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 57220 members 
Entering Unmasked Estep 
Score: -2342975.500000 Penalty: 998.262817
	Iteration 16Q: 3 clusters Score -2342976 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 57361 members 
Entering Unmasked Estep 
Score: -2343058.500000 Penalty: 998.262817
	Iteration 17Q: 3 clusters Score -2343058 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -2343116.000000 Penalty: 998.262817
	Iteration 18Q: 3 clusters Score -2343116 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -2343153.750000 Penalty: 998.262817
	Iteration 19Q: 3 clusters Score -2343154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 57553 members 
Entering Unmasked Estep 
Score: -2343185.500000 Penalty: 998.262817
	Iteration 20F: 3 clusters Score -2343186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -2343209.500000 Penalty: 998.262817
	Iteration 21Q: 3 clusters Score -2343210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 57608 members 
Entering Unmasked Estep 
Score: -2343219.750000 Penalty: 998.262817
	Iteration 22Q: 3 clusters Score -2343220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 57625 members 
Entering Unmasked Estep 
Score: -2343231.500000 Penalty: 998.262817
	Iteration 23Q: 3 clusters Score -2343232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 57639 members 
Entering Unmasked Estep 
Score: -2343244.250000 Penalty: 998.262817
	Iteration 24Q: 3 clusters Score -2343244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 57645 members 
Entering Unmasked Estep 
Score: -2343250.000000 Penalty: 998.262817
	Iteration 25Q: 3 clusters Score -2343250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 57651 members 
Entering Unmasked Estep 
Score: -2343253.250000 Penalty: 998.262817
	Iteration 26Q: 3 clusters Score -2343253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 57660 members 
Entering Unmasked Estep 
Score: -2343255.000000 Penalty: 998.262817
	Iteration 27Q: 3 clusters Score -2343255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -2343258.750000 Penalty: 998.262817
	Iteration 28Q: 3 clusters Score -2343259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 57655 members 
Entering Unmasked Estep 
Score: -2343263.500000 Penalty: 998.262817
	Iteration 29Q: 3 clusters Score -2343264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 57650 members 
Entering Unmasked Estep 
Score: -2343267.250000 Penalty: 998.262817
	Iteration 30Q: 3 clusters Score -2343267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 57645 members 
Entering Unmasked Estep 
Score: -2343266.500000 Penalty: 998.262817
	Iteration 31Q: 3 clusters Score -2343266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 57643 members 
Entering Unmasked Estep 
Score: -2343270.000000 Penalty: 998.262817
	Iteration 32Q: 3 clusters Score -2343270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 57646 members 
Entering Unmasked Estep 
Score: -2343266.750000 Penalty: 998.262817
	Iteration 33Q: 3 clusters Score -2343267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -2343268.500000 Penalty: 998.262817
	Iteration 34Q: 3 clusters Score -2343268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -2343268.500000 Penalty: 998.262817
	Iteration 35Q: 3 clusters Score -2343268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 57651 members 
Entering Unmasked Estep 
Score: -2343268.750000 Penalty: 998.262817
	Iteration 36Q: 3 clusters Score -2343269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 57651 members 
Entering Unmasked Estep 
Score: -2343269.250000 Penalty: 998.262817
	Iteration 37F: 3 clusters Score -2343269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 57650 members 
Entering Unmasked Estep 
Score: -2343269.000000 Penalty: 998.262817
	Iteration 38Q: 3 clusters Score -2343269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -2343270.250000 Penalty: 998.262817
	Iteration 39Q: 3 clusters Score -2343270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -2343268.750000 Penalty: 998.262817
	Iteration 40F: 3 clusters Score -2343269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 57650 members 
Entering Unmasked Estep 
Score: -2343270.750000 Penalty: 998.262817
	Iteration 41Q: 3 clusters Score -2343271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 57651 members 
Entering Unmasked Estep 
Score: -2343272.000000 Penalty: 998.262817
	Iteration 42Q: 3 clusters Score -2343272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -2343267.750000 Penalty: 998.262817
	Iteration 43Q: 3 clusters Score -2343268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 57652 members 
Entering Unmasked Estep 
Score: -2343269.250000 Penalty: 998.262817
	Iteration 44Q: 3 clusters Score -2343269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 57652 members 
Entering Unmasked Estep 
Score: -2343269.250000 Penalty: 998.262817
	Iteration 45F: 3 clusters Score -2343269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Entering Unmasked Estep 
Score: -183352.531250 Penalty: 384.687927
	Iteration 0F: 2 clusters Score -183352.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -180242.953125 Penalty: 769.375854
	Iteration 0F: 3 clusters Score -180243 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -181649.484375 Penalty: 769.375854
	Iteration 1F: 3 clusters Score -181649.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -181982.250000 Penalty: 769.375854
	Iteration 2F: 3 clusters Score -181982.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -182272.218750 Penalty: 769.375854
	Iteration 3F: 3 clusters Score -182272.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -182522.593750 Penalty: 769.375854
	Iteration 4F: 3 clusters Score -182522.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -182726.593750 Penalty: 769.375854
	Iteration 5F: 3 clusters Score -182726.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -182892.187500 Penalty: 769.375854
	Iteration 6Q: 3 clusters Score -182892.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -183021.421875 Penalty: 769.375854
	Iteration 7Q: 3 clusters Score -183021.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -183108.453125 Penalty: 769.375854
	Iteration 8Q: 3 clusters Score -183108.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -183177.406250 Penalty: 769.375854
	Iteration 9Q: 3 clusters Score -183177.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -183225.187500 Penalty: 769.375854
	Iteration 10Q: 3 clusters Score -183225.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -183250.640625 Penalty: 769.375854
	Iteration 11Q: 3 clusters Score -183250.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -183261.187500 Penalty: 769.375854
	Iteration 12Q: 3 clusters Score -183261.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -183267.953125 Penalty: 769.375854
	Iteration 13Q: 3 clusters Score -183268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -183272.468750 Penalty: 769.375854
	Iteration 14Q: 3 clusters Score -183272.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -183276.109375 Penalty: 769.375854
	Iteration 15Q: 3 clusters Score -183276.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -183276.921875 Penalty: 769.375854
	Iteration 16Q: 3 clusters Score -183276.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -183277.562500 Penalty: 769.375854
	Iteration 17Q: 3 clusters Score -183277.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -183277.671875 Penalty: 769.375854
	Iteration 18Q: 3 clusters Score -183277.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -183278.687500 Penalty: 769.375854
	Iteration 19Q: 3 clusters Score -183278.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -183278.937500 Penalty: 769.375854
	Iteration 20F: 3 clusters Score -183278.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -183278.906250 Penalty: 769.375854
	Iteration 21Q: 3 clusters Score -183278.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -183278.906250 Penalty: 769.375854
	Iteration 22F: 3 clusters Score -183278.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Entering Unmasked Estep 
Score: -1076599.250000 Penalty: 463.109741
	Iteration 0F: 2 clusters Score -1076599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1059076.625000 Penalty: 926.219482
	Iteration 0F: 3 clusters Score -1059077 nChanged 12575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1066644.375000 Penalty: 926.219482
	Iteration 1F: 3 clusters Score -1066644 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1067352.125000 Penalty: 926.219482
	Iteration 2F: 3 clusters Score -1067352 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1068427.000000 Penalty: 926.219482
	Iteration 3F: 3 clusters Score -1068427 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1069795.250000 Penalty: 926.219482
	Iteration 4F: 3 clusters Score -1069795 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1071134.500000 Penalty: 926.219482
	Iteration 5F: 3 clusters Score -1071134 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1072115.125000 Penalty: 926.219482
	Iteration 6F: 3 clusters Score -1072115 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1072678.875000 Penalty: 926.219482
	Iteration 7Q: 3 clusters Score -1072679 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1072940.375000 Penalty: 926.219482
	Iteration 8Q: 3 clusters Score -1072940 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1073107.750000 Penalty: 926.219482
	Iteration 9Q: 3 clusters Score -1073108 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1073277.625000 Penalty: 926.219482
	Iteration 10Q: 3 clusters Score -1073278 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1073436.625000 Penalty: 926.219482
	Iteration 11Q: 3 clusters Score -1073437 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1073579.875000 Penalty: 926.219482
	Iteration 12Q: 3 clusters Score -1073580 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1073729.375000 Penalty: 926.219482
	Iteration 13Q: 3 clusters Score -1073729 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1073870.125000 Penalty: 926.219482
	Iteration 14Q: 3 clusters Score -1073870 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1074004.250000 Penalty: 926.219482
	Iteration 15Q: 3 clusters Score -1074004 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1074121.625000 Penalty: 926.219482
	Iteration 16Q: 3 clusters Score -1074122 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1074242.500000 Penalty: 926.219482
	Iteration 17Q: 3 clusters Score -1074242 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1074363.125000 Penalty: 926.219482
	Iteration 18Q: 3 clusters Score -1074363 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1074491.375000 Penalty: 926.219482
	Iteration 19Q: 3 clusters Score -1074491 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1074628.375000 Penalty: 926.219482
	Iteration 20F: 3 clusters Score -1074628 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1074769.125000 Penalty: 926.219482
	Iteration 21Q: 3 clusters Score -1074769 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1074907.500000 Penalty: 926.219482
	Iteration 22Q: 3 clusters Score -1074908 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1075054.500000 Penalty: 926.219482
	Iteration 23Q: 3 clusters Score -1075054 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1075183.375000 Penalty: 926.219482
	Iteration 24Q: 3 clusters Score -1075183 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1075309.250000 Penalty: 926.219482
	Iteration 25Q: 3 clusters Score -1075309 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1075425.375000 Penalty: 926.219482
	Iteration 26Q: 3 clusters Score -1075425 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1075507.250000 Penalty: 926.219482
	Iteration 27Q: 3 clusters Score -1075507 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1075580.250000 Penalty: 926.219482
	Iteration 28Q: 3 clusters Score -1075580 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1075661.625000 Penalty: 926.219482
	Iteration 29Q: 3 clusters Score -1075662 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1075734.750000 Penalty: 926.219482
	Iteration 30Q: 3 clusters Score -1075735 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1075799.125000 Penalty: 926.219482
	Iteration 31Q: 3 clusters Score -1075799 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1075864.375000 Penalty: 926.219482
	Iteration 32Q: 3 clusters Score -1075864 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1075924.500000 Penalty: 926.219482
	Iteration 33Q: 3 clusters Score -1075924 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1075976.000000 Penalty: 926.219482
	Iteration 34Q: 3 clusters Score -1075976 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1076023.250000 Penalty: 926.219482
	Iteration 35Q: 3 clusters Score -1076023 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1076062.875000 Penalty: 926.219482
	Iteration 36Q: 3 clusters Score -1076063 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1076097.875000 Penalty: 926.219482
	Iteration 37Q: 3 clusters Score -1076098 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1076134.125000 Penalty: 926.219482
	Iteration 38Q: 3 clusters Score -1076134 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1076162.250000 Penalty: 926.219482
	Iteration 39Q: 3 clusters Score -1076162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1076183.500000 Penalty: 926.219482
	Iteration 40F: 3 clusters Score -1076184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1076195.250000 Penalty: 926.219482
	Iteration 41Q: 3 clusters Score -1076195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1076201.750000 Penalty: 926.219482
	Iteration 42Q: 3 clusters Score -1076202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1076208.750000 Penalty: 926.219482
	Iteration 43Q: 3 clusters Score -1076209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1076210.625000 Penalty: 926.219482
	Iteration 44Q: 3 clusters Score -1076211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1076214.750000 Penalty: 926.219482
	Iteration 45Q: 3 clusters Score -1076215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1076219.375000 Penalty: 926.219482
	Iteration 46Q: 3 clusters Score -1076219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1076219.500000 Penalty: 926.219482
	Iteration 47Q: 3 clusters Score -1076220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1076219.500000 Penalty: 926.219482
	Iteration 48Q: 3 clusters Score -1076220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1076222.250000 Penalty: 926.219482
	Iteration 49Q: 3 clusters Score -1076222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1076227.000000 Penalty: 926.219482
	Iteration 50Q: 3 clusters Score -1076227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1076231.000000 Penalty: 926.219482
	Iteration 51Q: 3 clusters Score -1076231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1076232.875000 Penalty: 926.219482
	Iteration 52Q: 3 clusters Score -1076233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1076234.125000 Penalty: 926.219482
	Iteration 53Q: 3 clusters Score -1076234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1076234.625000 Penalty: 926.219482
	Iteration 54Q: 3 clusters Score -1076235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1076236.750000 Penalty: 926.219482
	Iteration 55Q: 3 clusters Score -1076237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1076239.375000 Penalty: 926.219482
	Iteration 56Q: 3 clusters Score -1076239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1076239.875000 Penalty: 926.219482
	Iteration 57Q: 3 clusters Score -1076240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1076239.875000 Penalty: 926.219482
	Iteration 58F: 3 clusters Score -1076240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Entering Unmasked Estep 
Score: -506497.375000 Penalty: 431.109436
	Iteration 0F: 2 clusters Score -506497.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -497817.906250 Penalty: 862.218872
	Iteration 0F: 3 clusters Score -497817.9 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -501678.875000 Penalty: 862.218872
	Iteration 1F: 3 clusters Score -501678.9 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -502403.343750 Penalty: 862.218872
	Iteration 2F: 3 clusters Score -502403.3 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -503191.281250 Penalty: 862.218872
	Iteration 3F: 3 clusters Score -503191.3 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -503937.468750 Penalty: 862.218872
	Iteration 4F: 3 clusters Score -503937.5 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -504442.812500 Penalty: 862.218872
	Iteration 5F: 3 clusters Score -504442.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -504691.906250 Penalty: 862.218872
	Iteration 6Q: 3 clusters Score -504691.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -504815.625000 Penalty: 862.218872
	Iteration 7Q: 3 clusters Score -504815.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -504892.687500 Penalty: 862.218872
	Iteration 8Q: 3 clusters Score -504892.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -504954.250000 Penalty: 862.218872
	Iteration 9Q: 3 clusters Score -504954.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -505023.312500 Penalty: 862.218872
	Iteration 10Q: 3 clusters Score -505023.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -505088.750000 Penalty: 862.218872
	Iteration 11Q: 3 clusters Score -505088.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -505158.312500 Penalty: 862.218872
	Iteration 12Q: 3 clusters Score -505158.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -505238.218750 Penalty: 862.218872
	Iteration 13Q: 3 clusters Score -505238.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -505328.281250 Penalty: 862.218872
	Iteration 14Q: 3 clusters Score -505328.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -505420.562500 Penalty: 862.218872
	Iteration 15Q: 3 clusters Score -505420.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -505497.625000 Penalty: 862.218872
	Iteration 16Q: 3 clusters Score -505497.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -505570.437500 Penalty: 862.218872
	Iteration 17Q: 3 clusters Score -505570.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -505632.687500 Penalty: 862.218872
	Iteration 18Q: 3 clusters Score -505632.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -505679.156250 Penalty: 862.218872
	Iteration 19Q: 3 clusters Score -505679.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -505725.625000 Penalty: 862.218872
	Iteration 20F: 3 clusters Score -505725.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -505771.406250 Penalty: 862.218872
	Iteration 21Q: 3 clusters Score -505771.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -505817.187500 Penalty: 862.218872
	Iteration 22Q: 3 clusters Score -505817.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -505852.718750 Penalty: 862.218872
	Iteration 23Q: 3 clusters Score -505852.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -505886.593750 Penalty: 862.218872
	Iteration 24Q: 3 clusters Score -505886.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -505923.468750 Penalty: 862.218872
	Iteration 25Q: 3 clusters Score -505923.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -505957.812500 Penalty: 862.218872
	Iteration 26Q: 3 clusters Score -505957.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -505983.312500 Penalty: 862.218872
	Iteration 27Q: 3 clusters Score -505983.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -506001.968750 Penalty: 862.218872
	Iteration 28Q: 3 clusters Score -506002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -506016.406250 Penalty: 862.218872
	Iteration 29Q: 3 clusters Score -506016.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -506031.125000 Penalty: 862.218872
	Iteration 30Q: 3 clusters Score -506031.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -506041.781250 Penalty: 862.218872
	Iteration 31Q: 3 clusters Score -506041.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -506053.718750 Penalty: 862.218872
	Iteration 32Q: 3 clusters Score -506053.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -506064.312500 Penalty: 862.218872
	Iteration 33Q: 3 clusters Score -506064.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -506075.562500 Penalty: 862.218872
	Iteration 34Q: 3 clusters Score -506075.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -506080.875000 Penalty: 862.218872
	Iteration 35Q: 3 clusters Score -506080.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -506091.937500 Penalty: 862.218872
	Iteration 36Q: 3 clusters Score -506091.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -506097.343750 Penalty: 862.218872
	Iteration 37Q: 3 clusters Score -506097.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -506104.781250 Penalty: 862.218872
	Iteration 38Q: 3 clusters Score -506104.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -506111.843750 Penalty: 862.218872
	Iteration 39Q: 3 clusters Score -506111.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -506120.250000 Penalty: 862.218872
	Iteration 40F: 3 clusters Score -506120.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -506126.875000 Penalty: 862.218872
	Iteration 41Q: 3 clusters Score -506126.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -506131.375000 Penalty: 862.218872
	Iteration 42Q: 3 clusters Score -506131.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -506135.375000 Penalty: 862.218872
	Iteration 43Q: 3 clusters Score -506135.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -506135.218750 Penalty: 862.218872
	Iteration 44Q: 3 clusters Score -506135.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -506135.562500 Penalty: 862.218872
	Iteration 45Q: 3 clusters Score -506135.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -506137.031250 Penalty: 862.218872
	Iteration 46Q: 3 clusters Score -506137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -506140.156250 Penalty: 862.218872
	Iteration 47Q: 3 clusters Score -506140.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -506143.937500 Penalty: 862.218872
	Iteration 48Q: 3 clusters Score -506143.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -506147.125000 Penalty: 862.218872
	Iteration 49Q: 3 clusters Score -506147.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -506153.125000 Penalty: 862.218872
	Iteration 50Q: 3 clusters Score -506153.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -506159.562500 Penalty: 862.218872
	Iteration 51Q: 3 clusters Score -506159.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -506163.312500 Penalty: 862.218872
	Iteration 52Q: 3 clusters Score -506163.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -506167.250000 Penalty: 862.218872
	Iteration 53Q: 3 clusters Score -506167.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -506170.375000 Penalty: 862.218872
	Iteration 54Q: 3 clusters Score -506170.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -506175.718750 Penalty: 862.218872
	Iteration 55Q: 3 clusters Score -506175.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -506178.531250 Penalty: 862.218872
	Iteration 56Q: 3 clusters Score -506178.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -506181.500000 Penalty: 862.218872
	Iteration 57Q: 3 clusters Score -506181.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -506182.875000 Penalty: 862.218872
	Iteration 58Q: 3 clusters Score -506182.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -506183.281250 Penalty: 862.218872
	Iteration 59Q: 3 clusters Score -506183.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -506184.812500 Penalty: 862.218872
	Iteration 60F: 3 clusters Score -506184.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -506185.750000 Penalty: 862.218872
	Iteration 61Q: 3 clusters Score -506185.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -506185.500000 Penalty: 862.218872
	Iteration 62Q: 3 clusters Score -506185.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -506187.062500 Penalty: 862.218872
	Iteration 63Q: 3 clusters Score -506187.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -506187.531250 Penalty: 862.218872
	Iteration 64Q: 3 clusters Score -506187.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -506187.125000 Penalty: 862.218872
	Iteration 65Q: 3 clusters Score -506187.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -506187.000000 Penalty: 862.218872
	Iteration 66Q: 3 clusters Score -506187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -506187.031250 Penalty: 862.218872
	Iteration 67Q: 3 clusters Score -506187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -506187.562500 Penalty: 862.218872
	Iteration 68Q: 3 clusters Score -506187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -506186.468750 Penalty: 862.218872
	Iteration 69Q: 3 clusters Score -506186.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -506187.781250 Penalty: 862.218872
	Iteration 70Q: 3 clusters Score -506187.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -506188.062500 Penalty: 862.218872
	Iteration 71Q: 3 clusters Score -506188.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -506189.250000 Penalty: 862.218872
	Iteration 72Q: 3 clusters Score -506189.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -506190.000000 Penalty: 862.218872
	Iteration 73Q: 3 clusters Score -506190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -506190.156250 Penalty: 862.218872
	Iteration 74Q: 3 clusters Score -506190.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -506190.562500 Penalty: 862.218872
	Iteration 75Q: 3 clusters Score -506190.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -506190.281250 Penalty: 862.218872
	Iteration 76Q: 3 clusters Score -506190.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -506190.281250 Penalty: 862.218872
	Iteration 77Q: 3 clusters Score -506190.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -506190.281250 Penalty: 862.218872
	Iteration 78F: 3 clusters Score -506190.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -64397.144531 Penalty: 337.170776
	Iteration 0F: 2 clusters Score -64397.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -63175.050781 Penalty: 674.341553
	Iteration 0F: 3 clusters Score -63175.05 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -63578.628906 Penalty: 674.341553
	Iteration 1F: 3 clusters Score -63578.63 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -63665.660156 Penalty: 674.341553
	Iteration 2F: 3 clusters Score -63665.66 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -63758.328125 Penalty: 674.341553
	Iteration 3F: 3 clusters Score -63758.33 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -63879.066406 Penalty: 674.341553
	Iteration 4F: 3 clusters Score -63879.07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -63985.468750 Penalty: 674.341553
	Iteration 5F: 3 clusters Score -63985.47 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -64083.640625 Penalty: 674.341553
	Iteration 6Q: 3 clusters Score -64083.64 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -64185.160156 Penalty: 674.341553
	Iteration 7Q: 3 clusters Score -64185.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -64240.035156 Penalty: 674.341553
	Iteration 8Q: 3 clusters Score -64240.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -64278.039062 Penalty: 674.341553
	Iteration 9Q: 3 clusters Score -64278.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -64290.625000 Penalty: 674.341553
	Iteration 10Q: 3 clusters Score -64290.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -64296.109375 Penalty: 674.341553
	Iteration 11Q: 3 clusters Score -64296.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -64298.855469 Penalty: 674.341553
	Iteration 12Q: 3 clusters Score -64298.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -64300.796875 Penalty: 674.341553
	Iteration 13Q: 3 clusters Score -64300.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -64302.250000 Penalty: 674.341553
	Iteration 14Q: 3 clusters Score -64302.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -64302.734375 Penalty: 674.341553
	Iteration 15Q: 3 clusters Score -64302.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -64302.824219 Penalty: 674.341553
	Iteration 16Q: 3 clusters Score -64302.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -64302.824219 Penalty: 674.341553
	Iteration 17F: 3 clusters Score -64302.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -56101.351562 Penalty: 329.709747
	Iteration 0F: 2 clusters Score -56101.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -55042.152344 Penalty: 659.419495
	Iteration 0F: 3 clusters Score -55042.15 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -55347.992188 Penalty: 659.419495
	Iteration 1F: 3 clusters Score -55347.99 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -55391.199219 Penalty: 659.419495
	Iteration 2F: 3 clusters Score -55391.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -55409.761719 Penalty: 659.419495
	Iteration 3Q: 3 clusters Score -55409.76 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -55436.488281 Penalty: 659.419495
	Iteration 4Q: 3 clusters Score -55436.49 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -55464.777344 Penalty: 659.419495
	Iteration 5Q: 3 clusters Score -55464.78 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -55484.957031 Penalty: 659.419495
	Iteration 6Q: 3 clusters Score -55484.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -55505.023438 Penalty: 659.419495
	Iteration 7Q: 3 clusters Score -55505.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -55522.941406 Penalty: 659.419495
	Iteration 8Q: 3 clusters Score -55522.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -55547.847656 Penalty: 659.419495
	Iteration 9Q: 3 clusters Score -55547.85 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -55579.238281 Penalty: 659.419495
	Iteration 10Q: 3 clusters Score -55579.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -55609.046875 Penalty: 659.419495
	Iteration 11Q: 3 clusters Score -55609.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -55643.605469 Penalty: 659.419495
	Iteration 12Q: 3 clusters Score -55643.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -55665.628906 Penalty: 659.419495
	Iteration 13Q: 3 clusters Score -55665.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -55681.933594 Penalty: 659.419495
	Iteration 14Q: 3 clusters Score -55681.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -55692.054688 Penalty: 659.419495
	Iteration 15Q: 3 clusters Score -55692.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -55700.808594 Penalty: 659.419495
	Iteration 16Q: 3 clusters Score -55700.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -55710.871094 Penalty: 659.419495
	Iteration 17Q: 3 clusters Score -55710.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -55717.414062 Penalty: 659.419495
	Iteration 18Q: 3 clusters Score -55717.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -55719.843750 Penalty: 659.419495
	Iteration 19Q: 3 clusters Score -55719.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -55722.609375 Penalty: 659.419495
	Iteration 20F: 3 clusters Score -55722.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -55726.699219 Penalty: 659.419495
	Iteration 21Q: 3 clusters Score -55726.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -55731.046875 Penalty: 659.419495
	Iteration 22Q: 3 clusters Score -55731.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -55733.761719 Penalty: 659.419495
	Iteration 23Q: 3 clusters Score -55733.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -55734.781250 Penalty: 659.419495
	Iteration 24Q: 3 clusters Score -55734.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -55735.121094 Penalty: 659.419495
	Iteration 25Q: 3 clusters Score -55735.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -55736.101562 Penalty: 659.419495
	Iteration 26Q: 3 clusters Score -55736.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -55737.574219 Penalty: 659.419495
	Iteration 27Q: 3 clusters Score -55737.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -55739.804688 Penalty: 659.419495
	Iteration 28Q: 3 clusters Score -55739.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -55740.175781 Penalty: 659.419495
	Iteration 29Q: 3 clusters Score -55740.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -55740.882812 Penalty: 659.419495
	Iteration 30Q: 3 clusters Score -55740.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -55742.292969 Penalty: 659.419495
	Iteration 31Q: 3 clusters Score -55742.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -55743.343750 Penalty: 659.419495
	Iteration 32Q: 3 clusters Score -55743.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -55745.019531 Penalty: 659.419495
	Iteration 33Q: 3 clusters Score -55745.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -55745.519531 Penalty: 659.419495
	Iteration 34Q: 3 clusters Score -55745.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -55746.781250 Penalty: 659.419495
	Iteration 35Q: 3 clusters Score -55746.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -55748.070312 Penalty: 659.419495
	Iteration 36Q: 3 clusters Score -55748.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -55749.621094 Penalty: 659.419495
	Iteration 37Q: 3 clusters Score -55749.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -55750.105469 Penalty: 659.419495
	Iteration 38Q: 3 clusters Score -55750.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -55750.210938 Penalty: 659.419495
	Iteration 39Q: 3 clusters Score -55750.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -55750.367188 Penalty: 659.419495
	Iteration 40F: 3 clusters Score -55750.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Entering Unmasked Estep 
Score: -198681.234375 Penalty: 385.570526
	Iteration 0F: 2 clusters Score -198681.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -195403.031250 Penalty: 771.141052
	Iteration 0F: 3 clusters Score -195403 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -196732.062500 Penalty: 771.141052
	Iteration 1F: 3 clusters Score -196732.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -196957.000000 Penalty: 771.141052
	Iteration 2F: 3 clusters Score -196957 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -197194.531250 Penalty: 771.141052
	Iteration 3F: 3 clusters Score -197194.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -197404.765625 Penalty: 771.141052
	Iteration 4F: 3 clusters Score -197404.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -197589.109375 Penalty: 771.141052
	Iteration 5F: 3 clusters Score -197589.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -197739.500000 Penalty: 771.141052
	Iteration 6F: 3 clusters Score -197739.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -197841.812500 Penalty: 771.141052
	Iteration 7Q: 3 clusters Score -197841.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -197950.203125 Penalty: 771.141052
	Iteration 8Q: 3 clusters Score -197950.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -198030.031250 Penalty: 771.141052
	Iteration 9Q: 3 clusters Score -198030 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -198078.562500 Penalty: 771.141052
	Iteration 10Q: 3 clusters Score -198078.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -198108.625000 Penalty: 771.141052
	Iteration 11Q: 3 clusters Score -198108.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -198129.140625 Penalty: 771.141052
	Iteration 12Q: 3 clusters Score -198129.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -198154.734375 Penalty: 771.141052
	Iteration 13Q: 3 clusters Score -198154.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -198184.515625 Penalty: 771.141052
	Iteration 14Q: 3 clusters Score -198184.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -198208.890625 Penalty: 771.141052
	Iteration 15Q: 3 clusters Score -198208.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -198239.453125 Penalty: 771.141052
	Iteration 16Q: 3 clusters Score -198239.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -198270.890625 Penalty: 771.141052
	Iteration 17Q: 3 clusters Score -198270.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -198299.500000 Penalty: 771.141052
	Iteration 18Q: 3 clusters Score -198299.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -198318.843750 Penalty: 771.141052
	Iteration 19Q: 3 clusters Score -198318.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -198338.921875 Penalty: 771.141052
	Iteration 20F: 3 clusters Score -198338.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -198352.812500 Penalty: 771.141052
	Iteration 21Q: 3 clusters Score -198352.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -198366.609375 Penalty: 771.141052
	Iteration 22Q: 3 clusters Score -198366.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -198379.843750 Penalty: 771.141052
	Iteration 23Q: 3 clusters Score -198379.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -198387.031250 Penalty: 771.141052
	Iteration 24Q: 3 clusters Score -198387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -198392.609375 Penalty: 771.141052
	Iteration 25Q: 3 clusters Score -198392.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -198397.921875 Penalty: 771.141052
	Iteration 26Q: 3 clusters Score -198397.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -198402.171875 Penalty: 771.141052
	Iteration 27Q: 3 clusters Score -198402.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -198404.468750 Penalty: 771.141052
	Iteration 28Q: 3 clusters Score -198404.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -198406.359375 Penalty: 771.141052
	Iteration 29Q: 3 clusters Score -198406.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -198407.125000 Penalty: 771.141052
	Iteration 30Q: 3 clusters Score -198407.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -198408.093750 Penalty: 771.141052
	Iteration 31Q: 3 clusters Score -198408.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -198409.187500 Penalty: 771.141052
	Iteration 32Q: 3 clusters Score -198409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -198409.500000 Penalty: 771.141052
	Iteration 33Q: 3 clusters Score -198409.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -198409.937500 Penalty: 771.141052
	Iteration 34Q: 3 clusters Score -198409.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -198412.078125 Penalty: 771.141052
	Iteration 35Q: 3 clusters Score -198412.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -198412.781250 Penalty: 771.141052
	Iteration 36Q: 3 clusters Score -198412.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -198413.875000 Penalty: 771.141052
	Iteration 37Q: 3 clusters Score -198413.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -198414.953125 Penalty: 771.141052
	Iteration 38Q: 3 clusters Score -198415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -198415.671875 Penalty: 771.141052
	Iteration 39Q: 3 clusters Score -198415.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -198417.656250 Penalty: 771.141052
	Iteration 40F: 3 clusters Score -198417.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -198419.578125 Penalty: 771.141052
	Iteration 41Q: 3 clusters Score -198419.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -198420.812500 Penalty: 771.141052
	Iteration 42Q: 3 clusters Score -198420.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -198422.406250 Penalty: 771.141052
	Iteration 43Q: 3 clusters Score -198422.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -198423.781250 Penalty: 771.141052
	Iteration 44Q: 3 clusters Score -198423.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -198425.593750 Penalty: 771.141052
	Iteration 45Q: 3 clusters Score -198425.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -198425.765625 Penalty: 771.141052
	Iteration 46Q: 3 clusters Score -198425.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -198426.906250 Penalty: 771.141052
	Iteration 47Q: 3 clusters Score -198426.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -198427.109375 Penalty: 771.141052
	Iteration 48Q: 3 clusters Score -198427.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -198427.468750 Penalty: 771.141052
	Iteration 49Q: 3 clusters Score -198427.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -198427.703125 Penalty: 771.141052
	Iteration 50Q: 3 clusters Score -198427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -198427.703125 Penalty: 771.141052
	Iteration 51F: 3 clusters Score -198427.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Entering Unmasked Estep 
Score: -80833.617188 Penalty: 344.642395
	Iteration 0F: 2 clusters Score -80833.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -79387.484375 Penalty: 689.284790
	Iteration 0F: 3 clusters Score -79387.48 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -79942.039062 Penalty: 689.284790
	Iteration 1F: 3 clusters Score -79942.04 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -80028.546875 Penalty: 689.284790
	Iteration 2F: 3 clusters Score -80028.55 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -80102.781250 Penalty: 689.284790
	Iteration 3F: 3 clusters Score -80102.78 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -80161.265625 Penalty: 689.284790
	Iteration 4Q: 3 clusters Score -80161.27 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -80210.500000 Penalty: 689.284790
	Iteration 5Q: 3 clusters Score -80210.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -80269.625000 Penalty: 689.284790
	Iteration 6Q: 3 clusters Score -80269.62 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -80319.148438 Penalty: 689.284790
	Iteration 7Q: 3 clusters Score -80319.15 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -80364.882812 Penalty: 689.284790
	Iteration 8Q: 3 clusters Score -80364.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -80407.359375 Penalty: 689.284790
	Iteration 9Q: 3 clusters Score -80407.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -80444.273438 Penalty: 689.284790
	Iteration 10Q: 3 clusters Score -80444.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -80481.070312 Penalty: 689.284790
	Iteration 11Q: 3 clusters Score -80481.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -80505.734375 Penalty: 689.284790
	Iteration 12Q: 3 clusters Score -80505.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -80525.382812 Penalty: 689.284790
	Iteration 13Q: 3 clusters Score -80525.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -80536.882812 Penalty: 689.284790
	Iteration 14Q: 3 clusters Score -80536.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -80545.867188 Penalty: 689.284790
	Iteration 15Q: 3 clusters Score -80545.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -80551.781250 Penalty: 689.284790
	Iteration 16Q: 3 clusters Score -80551.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -80554.234375 Penalty: 689.284790
	Iteration 17Q: 3 clusters Score -80554.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -80556.773438 Penalty: 689.284790
	Iteration 18Q: 3 clusters Score -80556.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -80560.093750 Penalty: 689.284790
	Iteration 19Q: 3 clusters Score -80560.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -80561.445312 Penalty: 689.284790
	Iteration 20F: 3 clusters Score -80561.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -80564.109375 Penalty: 689.284790
	Iteration 21Q: 3 clusters Score -80564.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -80564.109375 Penalty: 689.284790
	Iteration 22F: 3 clusters Score -80564.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Entering Unmasked Estep 
Score: -71182.117188 Penalty: 341.274078
	Iteration 0F: 2 clusters Score -71182.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -69890.578125 Penalty: 682.548157
	Iteration 0F: 3 clusters Score -69890.58 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -70442.054688 Penalty: 682.548157
	Iteration 1F: 3 clusters Score -70442.05 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -70604.468750 Penalty: 682.548157
	Iteration 2F: 3 clusters Score -70604.47 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -70729.476562 Penalty: 682.548157
	Iteration 3F: 3 clusters Score -70729.48 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -70827.976562 Penalty: 682.548157
	Iteration 4F: 3 clusters Score -70827.98 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -70896.632812 Penalty: 682.548157
	Iteration 5Q: 3 clusters Score -70896.63 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -70944.140625 Penalty: 682.548157
	Iteration 6Q: 3 clusters Score -70944.14 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -70970.445312 Penalty: 682.548157
	Iteration 7Q: 3 clusters Score -70970.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -70988.429688 Penalty: 682.548157
	Iteration 8Q: 3 clusters Score -70988.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -71002.500000 Penalty: 682.548157
	Iteration 9Q: 3 clusters Score -71002.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -71013.210938 Penalty: 682.548157
	Iteration 10Q: 3 clusters Score -71013.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -71019.992188 Penalty: 682.548157
	Iteration 11Q: 3 clusters Score -71019.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -71025.468750 Penalty: 682.548157
	Iteration 12Q: 3 clusters Score -71025.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -71029.062500 Penalty: 682.548157
	Iteration 13Q: 3 clusters Score -71029.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -71031.835938 Penalty: 682.548157
	Iteration 14Q: 3 clusters Score -71031.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -71032.960938 Penalty: 682.548157
	Iteration 15Q: 3 clusters Score -71032.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -71033.429688 Penalty: 682.548157
	Iteration 16Q: 3 clusters Score -71033.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -71033.953125 Penalty: 682.548157
	Iteration 17Q: 3 clusters Score -71033.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -71034.679688 Penalty: 682.548157
	Iteration 18Q: 3 clusters Score -71034.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -71035.789062 Penalty: 682.548157
	Iteration 19Q: 3 clusters Score -71035.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -71036.015625 Penalty: 682.548157
	Iteration 20F: 3 clusters Score -71036.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -71036.554688 Penalty: 682.548157
	Iteration 21Q: 3 clusters Score -71036.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -71036.679688 Penalty: 682.548157
	Iteration 22Q: 3 clusters Score -71036.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -71036.773438 Penalty: 682.548157
	Iteration 23Q: 3 clusters Score -71036.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -71036.773438 Penalty: 682.548157
	Iteration 24F: 3 clusters Score -71036.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Entering Unmasked Estep 
Score: -124043.906250 Penalty: 365.428040
	Iteration 0F: 2 clusters Score -124043.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -121944.453125 Penalty: 730.856079
	Iteration 0F: 3 clusters Score -121944.5 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -122725.929688 Penalty: 730.856079
	Iteration 1F: 3 clusters Score -122725.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -122878.015625 Penalty: 730.856079
	Iteration 2F: 3 clusters Score -122878 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -123024.054688 Penalty: 730.856079
	Iteration 3F: 3 clusters Score -123024.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -123143.546875 Penalty: 730.856079
	Iteration 4F: 3 clusters Score -123143.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -123230.750000 Penalty: 730.856079
	Iteration 5Q: 3 clusters Score -123230.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -123294.445312 Penalty: 730.856079
	Iteration 6Q: 3 clusters Score -123294.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -123334.132812 Penalty: 730.856079
	Iteration 7Q: 3 clusters Score -123334.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -123370.656250 Penalty: 730.856079
	Iteration 8Q: 3 clusters Score -123370.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -123409.460938 Penalty: 730.856079
	Iteration 9Q: 3 clusters Score -123409.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -123441.554688 Penalty: 730.856079
	Iteration 10Q: 3 clusters Score -123441.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -123464.695312 Penalty: 730.856079
	Iteration 11Q: 3 clusters Score -123464.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -123488.875000 Penalty: 730.856079
	Iteration 12Q: 3 clusters Score -123488.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -123505.460938 Penalty: 730.856079
	Iteration 13Q: 3 clusters Score -123505.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -123515.703125 Penalty: 730.856079
	Iteration 14Q: 3 clusters Score -123515.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -123523.773438 Penalty: 730.856079
	Iteration 15Q: 3 clusters Score -123523.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -123529.554688 Penalty: 730.856079
	Iteration 16Q: 3 clusters Score -123529.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -123536.062500 Penalty: 730.856079
	Iteration 17Q: 3 clusters Score -123536.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -123544.101562 Penalty: 730.856079
	Iteration 18Q: 3 clusters Score -123544.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -123549.992188 Penalty: 730.856079
	Iteration 19Q: 3 clusters Score -123550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -123556.078125 Penalty: 730.856079
	Iteration 20F: 3 clusters Score -123556.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -123561.804688 Penalty: 730.856079
	Iteration 21Q: 3 clusters Score -123561.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -123565.742188 Penalty: 730.856079
	Iteration 22Q: 3 clusters Score -123565.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -123571.164062 Penalty: 730.856079
	Iteration 23Q: 3 clusters Score -123571.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -123578.046875 Penalty: 730.856079
	Iteration 24Q: 3 clusters Score -123578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -123582.320312 Penalty: 730.856079
	Iteration 25Q: 3 clusters Score -123582.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -123589.546875 Penalty: 730.856079
	Iteration 26Q: 3 clusters Score -123589.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -123598.382812 Penalty: 730.856079
	Iteration 27Q: 3 clusters Score -123598.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -123603.648438 Penalty: 730.856079
	Iteration 28Q: 3 clusters Score -123603.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -123607.960938 Penalty: 730.856079
	Iteration 29Q: 3 clusters Score -123608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -123610.734375 Penalty: 730.856079
	Iteration 30Q: 3 clusters Score -123610.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -123613.117188 Penalty: 730.856079
	Iteration 31Q: 3 clusters Score -123613.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -123614.742188 Penalty: 730.856079
	Iteration 32Q: 3 clusters Score -123614.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -123615.859375 Penalty: 730.856079
	Iteration 33Q: 3 clusters Score -123615.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -123617.046875 Penalty: 730.856079
	Iteration 34Q: 3 clusters Score -123617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -123617.718750 Penalty: 730.856079
	Iteration 35Q: 3 clusters Score -123617.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -123617.921875 Penalty: 730.856079
	Iteration 36Q: 3 clusters Score -123617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -123618.062500 Penalty: 730.856079
	Iteration 37Q: 3 clusters Score -123618.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -123618.062500 Penalty: 730.856079
	Iteration 38F: 3 clusters Score -123618.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Entering Unmasked Estep 
Score: -98916.023438 Penalty: 357.179718
	Iteration 0F: 2 clusters Score -98916.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -97089.398438 Penalty: 714.359436
	Iteration 0F: 3 clusters Score -97089.4 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -97742.687500 Penalty: 714.359436
	Iteration 1F: 3 clusters Score -97742.69 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -97825.921875 Penalty: 714.359436
	Iteration 2F: 3 clusters Score -97825.92 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -97906.218750 Penalty: 714.359436
	Iteration 3F: 3 clusters Score -97906.22 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -97984.578125 Penalty: 714.359436
	Iteration 4F: 3 clusters Score -97984.58 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -98068.156250 Penalty: 714.359436
	Iteration 5Q: 3 clusters Score -98068.16 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -98138.445312 Penalty: 714.359436
	Iteration 6Q: 3 clusters Score -98138.45 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -98212.117188 Penalty: 714.359436
	Iteration 7Q: 3 clusters Score -98212.12 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -98276.093750 Penalty: 714.359436
	Iteration 8Q: 3 clusters Score -98276.09 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -98305.437500 Penalty: 714.359436
	Iteration 9Q: 3 clusters Score -98305.44 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -98331.039062 Penalty: 714.359436
	Iteration 10Q: 3 clusters Score -98331.04 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -98355.835938 Penalty: 714.359436
	Iteration 11Q: 3 clusters Score -98355.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -98374.687500 Penalty: 714.359436
	Iteration 12Q: 3 clusters Score -98374.69 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -98385.554688 Penalty: 714.359436
	Iteration 13Q: 3 clusters Score -98385.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -98395.140625 Penalty: 714.359436
	Iteration 14Q: 3 clusters Score -98395.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -98408.156250 Penalty: 714.359436
	Iteration 15Q: 3 clusters Score -98408.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -98419.476562 Penalty: 714.359436
	Iteration 16Q: 3 clusters Score -98419.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -98432.335938 Penalty: 714.359436
	Iteration 17Q: 3 clusters Score -98432.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -98450.171875 Penalty: 714.359436
	Iteration 18Q: 3 clusters Score -98450.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -98461.296875 Penalty: 714.359436
	Iteration 19Q: 3 clusters Score -98461.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -98475.039062 Penalty: 714.359436
	Iteration 20F: 3 clusters Score -98475.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -98488.148438 Penalty: 714.359436
	Iteration 21Q: 3 clusters Score -98488.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -98496.726562 Penalty: 714.359436
	Iteration 22Q: 3 clusters Score -98496.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -98504.726562 Penalty: 714.359436
	Iteration 23Q: 3 clusters Score -98504.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -98509.281250 Penalty: 714.359436
	Iteration 24Q: 3 clusters Score -98509.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -98513.718750 Penalty: 714.359436
	Iteration 25Q: 3 clusters Score -98513.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -98516.476562 Penalty: 714.359436
	Iteration 26Q: 3 clusters Score -98516.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -98518.343750 Penalty: 714.359436
	Iteration 27Q: 3 clusters Score -98518.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -98520.250000 Penalty: 714.359436
	Iteration 28Q: 3 clusters Score -98520.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -98521.632812 Penalty: 714.359436
	Iteration 29Q: 3 clusters Score -98521.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -98521.718750 Penalty: 714.359436
	Iteration 30Q: 3 clusters Score -98521.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -98522.179688 Penalty: 714.359436
	Iteration 31Q: 3 clusters Score -98522.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -98522.640625 Penalty: 714.359436
	Iteration 32Q: 3 clusters Score -98522.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -98522.640625 Penalty: 714.359436
	Iteration 33F: 3 clusters Score -98522.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Entering Unmasked Estep 
Score: -204323.843750 Penalty: 388.991943
	Iteration 0F: 2 clusters Score -204323.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -200810.281250 Penalty: 777.983887
	Iteration 0F: 3 clusters Score -200810.3 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -202332.296875 Penalty: 777.983887
	Iteration 1F: 3 clusters Score -202332.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -202638.156250 Penalty: 777.983887
	Iteration 2F: 3 clusters Score -202638.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -202972.421875 Penalty: 777.983887
	Iteration 3F: 3 clusters Score -202972.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -203299.562500 Penalty: 777.983887
	Iteration 4F: 3 clusters Score -203299.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -203545.515625 Penalty: 777.983887
	Iteration 5F: 3 clusters Score -203545.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -203693.750000 Penalty: 777.983887
	Iteration 6Q: 3 clusters Score -203693.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -203743.500000 Penalty: 777.983887
	Iteration 7Q: 3 clusters Score -203743.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -203772.937500 Penalty: 777.983887
	Iteration 8Q: 3 clusters Score -203772.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -203796.640625 Penalty: 777.983887
	Iteration 9Q: 3 clusters Score -203796.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -203808.546875 Penalty: 777.983887
	Iteration 10Q: 3 clusters Score -203808.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -203821.015625 Penalty: 777.983887
	Iteration 11Q: 3 clusters Score -203821 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -203829.656250 Penalty: 777.983887
	Iteration 12Q: 3 clusters Score -203829.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -203833.140625 Penalty: 777.983887
	Iteration 13Q: 3 clusters Score -203833.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -203836.906250 Penalty: 777.983887
	Iteration 14Q: 3 clusters Score -203836.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -203839.171875 Penalty: 777.983887
	Iteration 15Q: 3 clusters Score -203839.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -203840.718750 Penalty: 777.983887
	Iteration 16Q: 3 clusters Score -203840.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -203841.671875 Penalty: 777.983887
	Iteration 17Q: 3 clusters Score -203841.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -203842.562500 Penalty: 777.983887
	Iteration 18Q: 3 clusters Score -203842.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -203843.593750 Penalty: 777.983887
	Iteration 19Q: 3 clusters Score -203843.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -203844.406250 Penalty: 777.983887
	Iteration 20F: 3 clusters Score -203844.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -203844.343750 Penalty: 777.983887
	Iteration 21Q: 3 clusters Score -203844.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -203844.609375 Penalty: 777.983887
	Iteration 22Q: 3 clusters Score -203844.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -203845.296875 Penalty: 777.983887
	Iteration 23Q: 3 clusters Score -203845.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -203845.406250 Penalty: 777.983887
	Iteration 24Q: 3 clusters Score -203845.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -203845.953125 Penalty: 777.983887
	Iteration 25Q: 3 clusters Score -203846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -203846.484375 Penalty: 777.983887
	Iteration 26Q: 3 clusters Score -203846.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -203847.312500 Penalty: 777.983887
	Iteration 27Q: 3 clusters Score -203847.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -203847.656250 Penalty: 777.983887
	Iteration 28Q: 3 clusters Score -203847.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -203848.125000 Penalty: 777.983887
	Iteration 29Q: 3 clusters Score -203848.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -203848.859375 Penalty: 777.983887
	Iteration 30Q: 3 clusters Score -203848.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -203849.031250 Penalty: 777.983887
	Iteration 31Q: 3 clusters Score -203849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -203849.031250 Penalty: 777.983887
	Iteration 32F: 3 clusters Score -203849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -244044.171875 Penalty: 397.194946
	Iteration 0F: 2 clusters Score -244044.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -239915.359375 Penalty: 794.389893
	Iteration 0F: 3 clusters Score -239915.4 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -241654.500000 Penalty: 794.389893
	Iteration 1F: 3 clusters Score -241654.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -242027.375000 Penalty: 794.389893
	Iteration 2F: 3 clusters Score -242027.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -242390.281250 Penalty: 794.389893
	Iteration 3F: 3 clusters Score -242390.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -242693.968750 Penalty: 794.389893
	Iteration 4F: 3 clusters Score -242694 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -242943.765625 Penalty: 794.389893
	Iteration 5F: 3 clusters Score -242943.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -243156.156250 Penalty: 794.389893
	Iteration 6Q: 3 clusters Score -243156.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -243283.734375 Penalty: 794.389893
	Iteration 7Q: 3 clusters Score -243283.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -243368.562500 Penalty: 794.389893
	Iteration 8Q: 3 clusters Score -243368.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -243427.906250 Penalty: 794.389893
	Iteration 9Q: 3 clusters Score -243427.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -243473.265625 Penalty: 794.389893
	Iteration 10Q: 3 clusters Score -243473.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -243509.250000 Penalty: 794.389893
	Iteration 11Q: 3 clusters Score -243509.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -243532.218750 Penalty: 794.389893
	Iteration 12Q: 3 clusters Score -243532.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -243547.093750 Penalty: 794.389893
	Iteration 13Q: 3 clusters Score -243547.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -243566.812500 Penalty: 794.389893
	Iteration 14Q: 3 clusters Score -243566.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -243589.687500 Penalty: 794.389893
	Iteration 15Q: 3 clusters Score -243589.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -243607.343750 Penalty: 794.389893
	Iteration 16Q: 3 clusters Score -243607.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -243621.562500 Penalty: 794.389893
	Iteration 17Q: 3 clusters Score -243621.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -243634.156250 Penalty: 794.389893
	Iteration 18Q: 3 clusters Score -243634.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -243645.343750 Penalty: 794.389893
	Iteration 19Q: 3 clusters Score -243645.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -243659.000000 Penalty: 794.389893
	Iteration 20F: 3 clusters Score -243659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -243668.375000 Penalty: 794.389893
	Iteration 21Q: 3 clusters Score -243668.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -243676.687500 Penalty: 794.389893
	Iteration 22Q: 3 clusters Score -243676.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -243684.328125 Penalty: 794.389893
	Iteration 23Q: 3 clusters Score -243684.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -243691.031250 Penalty: 794.389893
	Iteration 24Q: 3 clusters Score -243691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -243693.296875 Penalty: 794.389893
	Iteration 25Q: 3 clusters Score -243693.3 nChanged 16
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: -243696.734375 Penalty: 794.389893
	Iteration 26Q: 3 clusters Score -243696.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -243698.453125 Penalty: 794.389893
	Iteration 27Q: 3 clusters Score -243698.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -243700.375000 Penalty: 794.389893
	Iteration 28Q: 3 clusters Score -243700.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -243702.109375 Penalty: 794.389893
	Iteration 29Q: 3 clusters Score -243702.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -243702.718750 Penalty: 794.389893
	Iteration 30Q: 3 clusters Score -243702.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -243703.515625 Penalty: 794.389893
	Iteration 31Q: 3 clusters Score -243703.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -243703.812500 Penalty: 794.389893
	Iteration 32Q: 3 clusters Score -243703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -243704.015625 Penalty: 794.389893
	Iteration 33Q: 3 clusters Score -243704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -243704.562500 Penalty: 794.389893
	Iteration 34Q: 3 clusters Score -243704.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -243704.562500 Penalty: 794.389893
	Iteration 35F: 3 clusters Score -243704.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -14867.129883 Penalty: 272.725250
	Iteration 0F: 2 clusters Score -14867.13 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 194 members 
Entering Unmasked Estep 
Score: -14440.704102 Penalty: 545.450500
	Iteration 0F: 3 clusters Score -14440.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14510.480469 Penalty: 545.450500
	Iteration 1F: 3 clusters Score -14510.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14532.789062 Penalty: 545.450500
	Iteration 2F: 3 clusters Score -14532.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -14550.297852 Penalty: 545.450500
	Iteration 3Q: 3 clusters Score -14550.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14561.997070 Penalty: 545.450500
	Iteration 4Q: 3 clusters Score -14562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -14577.125000 Penalty: 545.450500
	Iteration 5Q: 3 clusters Score -14577.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -14590.307617 Penalty: 545.450500
	Iteration 6F: 3 clusters Score -14590.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -14596.302734 Penalty: 545.450500
	Iteration 7Q: 3 clusters Score -14596.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -14602.243164 Penalty: 545.450500
	Iteration 8Q: 3 clusters Score -14602.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14608.192383 Penalty: 545.450500
	Iteration 9Q: 3 clusters Score -14608.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14608.730469 Penalty: 545.450500
	Iteration 10Q: 3 clusters Score -14608.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14609.727539 Penalty: 545.450500
	Iteration 11Q: 3 clusters Score -14609.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -14611.291016 Penalty: 545.450500
	Iteration 12Q: 3 clusters Score -14611.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -14611.565430 Penalty: 545.450500
	Iteration 13Q: 3 clusters Score -14611.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -14611.603516 Penalty: 545.450500
	Iteration 14Q: 3 clusters Score -14611.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -14611.603516 Penalty: 545.450500
	Iteration 15F: 3 clusters Score -14611.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -40220.988281 Penalty: 321.095184
	Iteration 0F: 2 clusters Score -40220.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -39305.171875 Penalty: 642.190369
	Iteration 0F: 3 clusters Score -39305.17 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -39586.304688 Penalty: 642.190369
	Iteration 1F: 3 clusters Score -39586.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -39671.148438 Penalty: 642.190369
	Iteration 2F: 3 clusters Score -39671.15 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -39742.988281 Penalty: 642.190369
	Iteration 3F: 3 clusters Score -39742.99 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -39803.445312 Penalty: 642.190369
	Iteration 4F: 3 clusters Score -39803.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -39843.511719 Penalty: 642.190369
	Iteration 5Q: 3 clusters Score -39843.51 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -39888.375000 Penalty: 642.190369
	Iteration 6Q: 3 clusters Score -39888.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -39927.777344 Penalty: 642.190369
	Iteration 7Q: 3 clusters Score -39927.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -39970.746094 Penalty: 642.190369
	Iteration 8Q: 3 clusters Score -39970.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -40013.203125 Penalty: 642.190369
	Iteration 9Q: 3 clusters Score -40013.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -40026.023438 Penalty: 642.190369
	Iteration 10Q: 3 clusters Score -40026.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -40038.351562 Penalty: 642.190369
	Iteration 11Q: 3 clusters Score -40038.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -40045.242188 Penalty: 642.190369
	Iteration 12Q: 3 clusters Score -40045.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -40049.292969 Penalty: 642.190369
	Iteration 13Q: 3 clusters Score -40049.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -40051.835938 Penalty: 642.190369
	Iteration 14Q: 3 clusters Score -40051.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -40053.847656 Penalty: 642.190369
	Iteration 15Q: 3 clusters Score -40053.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -40054.316406 Penalty: 642.190369
	Iteration 16Q: 3 clusters Score -40054.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -40054.910156 Penalty: 642.190369
	Iteration 17Q: 3 clusters Score -40054.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -40055.609375 Penalty: 642.190369
	Iteration 18Q: 3 clusters Score -40055.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -40055.609375 Penalty: 642.190369
	Iteration 19F: 3 clusters Score -40055.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -13499.445312 Penalty: 272.039307
	Iteration 0F: 2 clusters Score -13499.45 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 200 members 
Entering Unmasked Estep 
Score: -13071.070312 Penalty: 544.078613
	Iteration 0F: 3 clusters Score -13071.07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13191.508789 Penalty: 544.078613
	Iteration 1F: 3 clusters Score -13191.51 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13229.854492 Penalty: 544.078613
	Iteration 2F: 3 clusters Score -13229.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13266.846680 Penalty: 544.078613
	Iteration 3F: 3 clusters Score -13266.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13288.314453 Penalty: 544.078613
	Iteration 4Q: 3 clusters Score -13288.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13297.586914 Penalty: 544.078613
	Iteration 5Q: 3 clusters Score -13297.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13308.256836 Penalty: 544.078613
	Iteration 6Q: 3 clusters Score -13308.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13316.804688 Penalty: 544.078613
	Iteration 7Q: 3 clusters Score -13316.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13328.840820 Penalty: 544.078613
	Iteration 8Q: 3 clusters Score -13328.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13349.013672 Penalty: 544.078613
	Iteration 9Q: 3 clusters Score -13349.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13363.238281 Penalty: 544.078613
	Iteration 10Q: 3 clusters Score -13363.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13365.160156 Penalty: 544.078613
	Iteration 11Q: 3 clusters Score -13365.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13365.369141 Penalty: 544.078613
	Iteration 12Q: 3 clusters Score -13365.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13365.369141 Penalty: 544.078613
	Iteration 13F: 3 clusters Score -13365.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Entering Unmasked Estep 
Score: -43829.875000 Penalty: 322.560547
	Iteration 0F: 2 clusters Score -43829.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -42908.644531 Penalty: 645.121094
	Iteration 0F: 3 clusters Score -42908.64 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -43228.324219 Penalty: 645.121094
	Iteration 1F: 3 clusters Score -43228.32 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -43327.214844 Penalty: 645.121094
	Iteration 2F: 3 clusters Score -43327.21 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -43422.789062 Penalty: 645.121094
	Iteration 3F: 3 clusters Score -43422.79 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -43517.218750 Penalty: 645.121094
	Iteration 4F: 3 clusters Score -43517.22 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -43584.523438 Penalty: 645.121094
	Iteration 5F: 3 clusters Score -43584.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -43629.625000 Penalty: 645.121094
	Iteration 6Q: 3 clusters Score -43629.62 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -43664.781250 Penalty: 645.121094
	Iteration 7Q: 3 clusters Score -43664.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -43680.070312 Penalty: 645.121094
	Iteration 8Q: 3 clusters Score -43680.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -43686.718750 Penalty: 645.121094
	Iteration 9Q: 3 clusters Score -43686.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -43692.226562 Penalty: 645.121094
	Iteration 10Q: 3 clusters Score -43692.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -43694.605469 Penalty: 645.121094
	Iteration 11Q: 3 clusters Score -43694.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -43698.527344 Penalty: 645.121094
	Iteration 12Q: 3 clusters Score -43698.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -43703.515625 Penalty: 645.121094
	Iteration 13Q: 3 clusters Score -43703.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -43706.656250 Penalty: 645.121094
	Iteration 14Q: 3 clusters Score -43706.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -43708.628906 Penalty: 645.121094
	Iteration 15Q: 3 clusters Score -43708.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -43711.093750 Penalty: 645.121094
	Iteration 16Q: 3 clusters Score -43711.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -43713.058594 Penalty: 645.121094
	Iteration 17Q: 3 clusters Score -43713.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -43714.535156 Penalty: 645.121094
	Iteration 18Q: 3 clusters Score -43714.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -43717.515625 Penalty: 645.121094
	Iteration 19Q: 3 clusters Score -43717.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -43720.148438 Penalty: 645.121094
	Iteration 20F: 3 clusters Score -43720.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -43723.218750 Penalty: 645.121094
	Iteration 21Q: 3 clusters Score -43723.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -43730.855469 Penalty: 645.121094
	Iteration 22Q: 3 clusters Score -43730.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -43735.121094 Penalty: 645.121094
	Iteration 23Q: 3 clusters Score -43735.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -43737.328125 Penalty: 645.121094
	Iteration 24Q: 3 clusters Score -43737.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -43738.031250 Penalty: 645.121094
	Iteration 25Q: 3 clusters Score -43738.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -43738.421875 Penalty: 645.121094
	Iteration 26Q: 3 clusters Score -43738.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -43738.839844 Penalty: 645.121094
	Iteration 27Q: 3 clusters Score -43738.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -43739.414062 Penalty: 645.121094
	Iteration 28Q: 3 clusters Score -43739.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -43739.414062 Penalty: 645.121094
	Iteration 29F: 3 clusters Score -43739.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Entering Unmasked Estep 
Score: -278208.156250 Penalty: 403.698151
	Iteration 0F: 2 clusters Score -278208.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -273503.812500 Penalty: 807.396301
	Iteration 0F: 3 clusters Score -273503.8 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -275534.437500 Penalty: 807.396301
	Iteration 1F: 3 clusters Score -275534.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -275926.968750 Penalty: 807.396301
	Iteration 2F: 3 clusters Score -275927 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -276298.281250 Penalty: 807.396301
	Iteration 3F: 3 clusters Score -276298.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -276613.718750 Penalty: 807.396301
	Iteration 4F: 3 clusters Score -276613.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -276843.968750 Penalty: 807.396301
	Iteration 5F: 3 clusters Score -276844 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -276984.718750 Penalty: 807.396301
	Iteration 6Q: 3 clusters Score -276984.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -277053.375000 Penalty: 807.396301
	Iteration 7Q: 3 clusters Score -277053.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -277087.656250 Penalty: 807.396301
	Iteration 8Q: 3 clusters Score -277087.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -277111.718750 Penalty: 807.396301
	Iteration 9Q: 3 clusters Score -277111.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -277127.062500 Penalty: 807.396301
	Iteration 10Q: 3 clusters Score -277127.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -277137.500000 Penalty: 807.396301
	Iteration 11Q: 3 clusters Score -277137.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -277149.843750 Penalty: 807.396301
	Iteration 12Q: 3 clusters Score -277149.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -277163.125000 Penalty: 807.396301
	Iteration 13Q: 3 clusters Score -277163.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -277173.750000 Penalty: 807.396301
	Iteration 14Q: 3 clusters Score -277173.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -277183.781250 Penalty: 807.396301
	Iteration 15Q: 3 clusters Score -277183.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -277196.281250 Penalty: 807.396301
	Iteration 16Q: 3 clusters Score -277196.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -277212.000000 Penalty: 807.396301
	Iteration 17Q: 3 clusters Score -277212 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -277235.156250 Penalty: 807.396301
	Iteration 18Q: 3 clusters Score -277235.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -277255.062500 Penalty: 807.396301
	Iteration 19Q: 3 clusters Score -277255.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -277282.156250 Penalty: 807.396301
	Iteration 20F: 3 clusters Score -277282.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -277310.843750 Penalty: 807.396301
	Iteration 21Q: 3 clusters Score -277310.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -277348.312500 Penalty: 807.396301
	Iteration 22Q: 3 clusters Score -277348.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -277385.062500 Penalty: 807.396301
	Iteration 23Q: 3 clusters Score -277385.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -277409.656250 Penalty: 807.396301
	Iteration 24Q: 3 clusters Score -277409.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -277435.250000 Penalty: 807.396301
	Iteration 25Q: 3 clusters Score -277435.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -277455.375000 Penalty: 807.396301
	Iteration 26Q: 3 clusters Score -277455.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -277473.906250 Penalty: 807.396301
	Iteration 27Q: 3 clusters Score -277473.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -277490.500000 Penalty: 807.396301
	Iteration 28Q: 3 clusters Score -277490.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -277510.875000 Penalty: 807.396301
	Iteration 29Q: 3 clusters Score -277510.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -277528.906250 Penalty: 807.396301
	Iteration 30Q: 3 clusters Score -277528.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -277549.625000 Penalty: 807.396301
	Iteration 31Q: 3 clusters Score -277549.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -277571.031250 Penalty: 807.396301
	Iteration 32Q: 3 clusters Score -277571 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -277592.250000 Penalty: 807.396301
	Iteration 33Q: 3 clusters Score -277592.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -277607.218750 Penalty: 807.396301
	Iteration 34Q: 3 clusters Score -277607.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -277628.156250 Penalty: 807.396301
	Iteration 35Q: 3 clusters Score -277628.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -277653.343750 Penalty: 807.396301
	Iteration 36Q: 3 clusters Score -277653.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -277681.218750 Penalty: 807.396301
	Iteration 37Q: 3 clusters Score -277681.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -277714.000000 Penalty: 807.396301
	Iteration 38Q: 3 clusters Score -277714 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -277745.843750 Penalty: 807.396301
	Iteration 39Q: 3 clusters Score -277745.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -277767.625000 Penalty: 807.396301
	Iteration 40F: 3 clusters Score -277767.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -277781.156250 Penalty: 807.396301
	Iteration 41Q: 3 clusters Score -277781.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -277788.375000 Penalty: 807.396301
	Iteration 42Q: 3 clusters Score -277788.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -277794.625000 Penalty: 807.396301
	Iteration 43Q: 3 clusters Score -277794.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -277808.125000 Penalty: 807.396301
	Iteration 44Q: 3 clusters Score -277808.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -277816.000000 Penalty: 807.396301
	Iteration 45Q: 3 clusters Score -277816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -277828.500000 Penalty: 807.396301
	Iteration 46Q: 3 clusters Score -277828.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -277840.656250 Penalty: 807.396301
	Iteration 47Q: 3 clusters Score -277840.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -277846.531250 Penalty: 807.396301
	Iteration 48Q: 3 clusters Score -277846.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -277849.656250 Penalty: 807.396301
	Iteration 49Q: 3 clusters Score -277849.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -277852.156250 Penalty: 807.396301
	Iteration 50Q: 3 clusters Score -277852.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -277854.187500 Penalty: 807.396301
	Iteration 51Q: 3 clusters Score -277854.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -277855.812500 Penalty: 807.396301
	Iteration 52Q: 3 clusters Score -277855.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -277856.500000 Penalty: 807.396301
	Iteration 53Q: 3 clusters Score -277856.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -277856.875000 Penalty: 807.396301
	Iteration 54Q: 3 clusters Score -277856.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -277857.031250 Penalty: 807.396301
	Iteration 55Q: 3 clusters Score -277857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -277858.156250 Penalty: 807.396301
	Iteration 56Q: 3 clusters Score -277858.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -277858.250000 Penalty: 807.396301
	Iteration 57Q: 3 clusters Score -277858.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -277860.375000 Penalty: 807.396301
	Iteration 58Q: 3 clusters Score -277860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -277861.500000 Penalty: 807.396301
	Iteration 59Q: 3 clusters Score -277861.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -277861.562500 Penalty: 807.396301
	Iteration 60F: 3 clusters Score -277861.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -277861.937500 Penalty: 807.396301
	Iteration 61Q: 3 clusters Score -277861.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -277861.937500 Penalty: 807.396301
	Iteration 62Q: 3 clusters Score -277861.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -277862.031250 Penalty: 807.396301
	Iteration 63Q: 3 clusters Score -277862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -277864.406250 Penalty: 807.396301
	Iteration 64Q: 3 clusters Score -277864.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -277865.968750 Penalty: 807.396301
	Iteration 65Q: 3 clusters Score -277866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -277866.250000 Penalty: 807.396301
	Iteration 66Q: 3 clusters Score -277866.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -277866.156250 Penalty: 807.396301
	Iteration 67Q: 3 clusters Score -277866.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -277866.187500 Penalty: 807.396301
	Iteration 68Q: 3 clusters Score -277866.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -277867.406250 Penalty: 807.396301
	Iteration 69Q: 3 clusters Score -277867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -277867.406250 Penalty: 807.396301
	Iteration 70Q: 3 clusters Score -277867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -277867.593750 Penalty: 807.396301
	Iteration 71Q: 3 clusters Score -277867.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -277867.562500 Penalty: 807.396301
	Iteration 72Q: 3 clusters Score -277867.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -277868.250000 Penalty: 807.396301
	Iteration 73Q: 3 clusters Score -277868.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -277868.250000 Penalty: 807.396301
	Iteration 74F: 3 clusters Score -277868.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -47790.105469 Penalty: 329.023560
	Iteration 0F: 2 clusters Score -47790.11 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 726 members 
Entering Unmasked Estep 
Score: -46720.980469 Penalty: 658.047119
	Iteration 0F: 3 clusters Score -46720.98 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -47067.871094 Penalty: 658.047119
	Iteration 1F: 3 clusters Score -47067.87 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -47200.835938 Penalty: 658.047119
	Iteration 2F: 3 clusters Score -47200.84 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -47287.882812 Penalty: 658.047119
	Iteration 3F: 3 clusters Score -47287.88 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -47348.449219 Penalty: 658.047119
	Iteration 4Q: 3 clusters Score -47348.45 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -47418.175781 Penalty: 658.047119
	Iteration 5Q: 3 clusters Score -47418.18 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -47467.664062 Penalty: 658.047119
	Iteration 6Q: 3 clusters Score -47467.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -47498.207031 Penalty: 658.047119
	Iteration 7Q: 3 clusters Score -47498.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -47535.871094 Penalty: 658.047119
	Iteration 8Q: 3 clusters Score -47535.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -47567.886719 Penalty: 658.047119
	Iteration 9Q: 3 clusters Score -47567.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -47583.574219 Penalty: 658.047119
	Iteration 10Q: 3 clusters Score -47583.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -47595.421875 Penalty: 658.047119
	Iteration 11Q: 3 clusters Score -47595.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -47610.804688 Penalty: 658.047119
	Iteration 12Q: 3 clusters Score -47610.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -47624.785156 Penalty: 658.047119
	Iteration 13Q: 3 clusters Score -47624.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -47632.234375 Penalty: 658.047119
	Iteration 14Q: 3 clusters Score -47632.23 nChanged 15
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: -47646.078125 Penalty: 658.047119
	Iteration 15Q: 3 clusters Score -47646.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -47655.386719 Penalty: 658.047119
	Iteration 16Q: 3 clusters Score -47655.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -47662.953125 Penalty: 658.047119
	Iteration 17Q: 3 clusters Score -47662.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -47666.839844 Penalty: 658.047119
	Iteration 18Q: 3 clusters Score -47666.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -47670.816406 Penalty: 658.047119
	Iteration 19Q: 3 clusters Score -47670.82 nChanged 8
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: -47675.632812 Penalty: 658.047119
	Iteration 20F: 3 clusters Score -47675.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -47681.468750 Penalty: 658.047119
	Iteration 21Q: 3 clusters Score -47681.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -47687.085938 Penalty: 658.047119
	Iteration 22Q: 3 clusters Score -47687.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -47689.972656 Penalty: 658.047119
	Iteration 23Q: 3 clusters Score -47689.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -47691.500000 Penalty: 658.047119
	Iteration 24Q: 3 clusters Score -47691.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -47692.058594 Penalty: 658.047119
	Iteration 25Q: 3 clusters Score -47692.06 nChanged 3
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: -47693.929688 Penalty: 658.047119
	Iteration 26Q: 3 clusters Score -47693.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -47695.191406 Penalty: 658.047119
	Iteration 27Q: 3 clusters Score -47695.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -47695.722656 Penalty: 658.047119
	Iteration 28Q: 3 clusters Score -47695.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -47696.210938 Penalty: 658.047119
	Iteration 29Q: 3 clusters Score -47696.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -47697.031250 Penalty: 658.047119
	Iteration 30Q: 3 clusters Score -47697.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -47697.425781 Penalty: 658.047119
	Iteration 31Q: 3 clusters Score -47697.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -47698.011719 Penalty: 658.047119
	Iteration 32Q: 3 clusters Score -47698.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -47698.996094 Penalty: 658.047119
	Iteration 33Q: 3 clusters Score -47699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -47699.972656 Penalty: 658.047119
	Iteration 34Q: 3 clusters Score -47699.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -47702.300781 Penalty: 658.047119
	Iteration 35Q: 3 clusters Score -47702.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -47703.855469 Penalty: 658.047119
	Iteration 36Q: 3 clusters Score -47703.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -47705.234375 Penalty: 658.047119
	Iteration 37Q: 3 clusters Score -47705.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -47707.324219 Penalty: 658.047119
	Iteration 38Q: 3 clusters Score -47707.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -47707.929688 Penalty: 658.047119
	Iteration 39Q: 3 clusters Score -47707.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -47707.929688 Penalty: 658.047119
	Iteration 40F: 3 clusters Score -47707.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Entering Unmasked Estep 
Score: -63842.679688 Penalty: 335.431366
	Iteration 0F: 2 clusters Score -63842.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -62668.390625 Penalty: 670.862732
	Iteration 0F: 3 clusters Score -62668.39 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -63005.023438 Penalty: 670.862732
	Iteration 1F: 3 clusters Score -63005.02 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -63060.476562 Penalty: 670.862732
	Iteration 2F: 3 clusters Score -63060.48 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -63105.980469 Penalty: 670.862732
	Iteration 3F: 3 clusters Score -63105.98 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -63129.144531 Penalty: 670.862732
	Iteration 4Q: 3 clusters Score -63129.14 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -63153.144531 Penalty: 670.862732
	Iteration 5Q: 3 clusters Score -63153.14 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -63185.253906 Penalty: 670.862732
	Iteration 6Q: 3 clusters Score -63185.25 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -63229.925781 Penalty: 670.862732
	Iteration 7Q: 3 clusters Score -63229.93 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -63278.980469 Penalty: 670.862732
	Iteration 8Q: 3 clusters Score -63278.98 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -63314.433594 Penalty: 670.862732
	Iteration 9Q: 3 clusters Score -63314.43 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -63346.628906 Penalty: 670.862732
	Iteration 10Q: 3 clusters Score -63346.63 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -63376.769531 Penalty: 670.862732
	Iteration 11Q: 3 clusters Score -63376.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -63407.199219 Penalty: 670.862732
	Iteration 12Q: 3 clusters Score -63407.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -63434.218750 Penalty: 670.862732
	Iteration 13Q: 3 clusters Score -63434.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -63447.332031 Penalty: 670.862732
	Iteration 14Q: 3 clusters Score -63447.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -63455.214844 Penalty: 670.862732
	Iteration 15Q: 3 clusters Score -63455.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -63469.148438 Penalty: 670.862732
	Iteration 16Q: 3 clusters Score -63469.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -63482.804688 Penalty: 670.862732
	Iteration 17Q: 3 clusters Score -63482.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -63498.035156 Penalty: 670.862732
	Iteration 18Q: 3 clusters Score -63498.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -63507.953125 Penalty: 670.862732
	Iteration 19Q: 3 clusters Score -63507.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -63517.136719 Penalty: 670.862732
	Iteration 20F: 3 clusters Score -63517.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -63521.632812 Penalty: 670.862732
	Iteration 21Q: 3 clusters Score -63521.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -63523.976562 Penalty: 670.862732
	Iteration 22Q: 3 clusters Score -63523.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -63528.210938 Penalty: 670.862732
	Iteration 23Q: 3 clusters Score -63528.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -63535.488281 Penalty: 670.862732
	Iteration 24Q: 3 clusters Score -63535.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -63538.035156 Penalty: 670.862732
	Iteration 25Q: 3 clusters Score -63538.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -63543.343750 Penalty: 670.862732
	Iteration 26Q: 3 clusters Score -63543.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -63546.984375 Penalty: 670.862732
	Iteration 27Q: 3 clusters Score -63546.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -63549.539062 Penalty: 670.862732
	Iteration 28Q: 3 clusters Score -63549.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -63552.500000 Penalty: 670.862732
	Iteration 29Q: 3 clusters Score -63552.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -63558.867188 Penalty: 670.862732
	Iteration 30Q: 3 clusters Score -63558.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -63564.402344 Penalty: 670.862732
	Iteration 31Q: 3 clusters Score -63564.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -63565.664062 Penalty: 670.862732
	Iteration 32Q: 3 clusters Score -63565.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -63566.113281 Penalty: 670.862732
	Iteration 33Q: 3 clusters Score -63566.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -63567.464844 Penalty: 670.862732
	Iteration 34Q: 3 clusters Score -63567.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -63567.464844 Penalty: 670.862732
	Iteration 35F: 3 clusters Score -63567.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Entering Unmasked Estep 
Score: -103349.828125 Penalty: 357.197418
	Iteration 0F: 2 clusters Score -103349.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -101519.414062 Penalty: 714.394836
	Iteration 0F: 3 clusters Score -101519.4 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -102109.179688 Penalty: 714.394836
	Iteration 1F: 3 clusters Score -102109.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -102199.812500 Penalty: 714.394836
	Iteration 2F: 3 clusters Score -102199.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -102306.289062 Penalty: 714.394836
	Iteration 3F: 3 clusters Score -102306.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -102441.039062 Penalty: 714.394836
	Iteration 4F: 3 clusters Score -102441 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -102606.460938 Penalty: 714.394836
	Iteration 5F: 3 clusters Score -102606.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -102743.507812 Penalty: 714.394836
	Iteration 6F: 3 clusters Score -102743.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -102818.531250 Penalty: 714.394836
	Iteration 7Q: 3 clusters Score -102818.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -102870.492188 Penalty: 714.394836
	Iteration 8Q: 3 clusters Score -102870.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -102899.078125 Penalty: 714.394836
	Iteration 9Q: 3 clusters Score -102899.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -102918.203125 Penalty: 714.394836
	Iteration 10Q: 3 clusters Score -102918.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -102941.140625 Penalty: 714.394836
	Iteration 11Q: 3 clusters Score -102941.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -102975.617188 Penalty: 714.394836
	Iteration 12Q: 3 clusters Score -102975.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -102991.007812 Penalty: 714.394836
	Iteration 13Q: 3 clusters Score -102991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -103001.835938 Penalty: 714.394836
	Iteration 14Q: 3 clusters Score -103001.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -103015.359375 Penalty: 714.394836
	Iteration 15Q: 3 clusters Score -103015.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -103023.640625 Penalty: 714.394836
	Iteration 16Q: 3 clusters Score -103023.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -103036.945312 Penalty: 714.394836
	Iteration 17Q: 3 clusters Score -103036.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -103049.640625 Penalty: 714.394836
	Iteration 18Q: 3 clusters Score -103049.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -103054.617188 Penalty: 714.394836
	Iteration 19Q: 3 clusters Score -103054.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -103057.078125 Penalty: 714.394836
	Iteration 20F: 3 clusters Score -103057.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -103062.046875 Penalty: 714.394836
	Iteration 21Q: 3 clusters Score -103062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -103066.234375 Penalty: 714.394836
	Iteration 22Q: 3 clusters Score -103066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -103068.054688 Penalty: 714.394836
	Iteration 23Q: 3 clusters Score -103068.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -103069.023438 Penalty: 714.394836
	Iteration 24Q: 3 clusters Score -103069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -103070.156250 Penalty: 714.394836
	Iteration 25Q: 3 clusters Score -103070.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -103070.156250 Penalty: 714.394836
	Iteration 26F: 3 clusters Score -103070.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Entering Unmasked Estep 
Score: -1011982.750000 Penalty: 463.359680
	Iteration 0F: 2 clusters Score -1011983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -994358.500000 Penalty: 926.719360
	Iteration 0F: 3 clusters Score -994358.5 nChanged 12667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1002657.375000 Penalty: 926.719360
	Iteration 1F: 3 clusters Score -1002657 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1003662.937500 Penalty: 926.719360
	Iteration 2F: 3 clusters Score -1003663 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1004749.000000 Penalty: 926.719360
	Iteration 3F: 3 clusters Score -1004749 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1005904.812500 Penalty: 926.719360
	Iteration 4F: 3 clusters Score -1005905 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1007157.937500 Penalty: 926.719360
	Iteration 5F: 3 clusters Score -1007158 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1008439.437500 Penalty: 926.719360
	Iteration 6F: 3 clusters Score -1008439 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1009567.625000 Penalty: 926.719360
	Iteration 7F: 3 clusters Score -1009568 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1010449.625000 Penalty: 926.719360
	Iteration 8Q: 3 clusters Score -1010450 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1011051.375000 Penalty: 926.719360
	Iteration 9Q: 3 clusters Score -1011051 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1011375.812500 Penalty: 926.719360
	Iteration 10Q: 3 clusters Score -1011376 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1011541.687500 Penalty: 926.719360
	Iteration 11Q: 3 clusters Score -1011542 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1011619.062500 Penalty: 926.719360
	Iteration 12Q: 3 clusters Score -1011619 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1011654.500000 Penalty: 926.719360
	Iteration 13Q: 3 clusters Score -1011654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1011679.750000 Penalty: 926.719360
	Iteration 14Q: 3 clusters Score -1011680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1011694.687500 Penalty: 926.719360
	Iteration 15Q: 3 clusters Score -1011695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1011699.125000 Penalty: 926.719360
	Iteration 16Q: 3 clusters Score -1011699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1011700.187500 Penalty: 926.719360
	Iteration 17Q: 3 clusters Score -1011700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1011700.750000 Penalty: 926.719360
	Iteration 18Q: 3 clusters Score -1011701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1011702.687500 Penalty: 926.719360
	Iteration 19Q: 3 clusters Score -1011703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1011704.812500 Penalty: 926.719360
	Iteration 20F: 3 clusters Score -1011705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1011708.125000 Penalty: 926.719360
	Iteration 21Q: 3 clusters Score -1011708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1011713.000000 Penalty: 926.719360
	Iteration 22Q: 3 clusters Score -1011713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1011715.687500 Penalty: 926.719360
	Iteration 23Q: 3 clusters Score -1011716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1011724.812500 Penalty: 926.719360
	Iteration 24Q: 3 clusters Score -1011725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1011728.875000 Penalty: 926.719360
	Iteration 25Q: 3 clusters Score -1011729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1011735.250000 Penalty: 926.719360
	Iteration 26Q: 3 clusters Score -1011735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1011739.125000 Penalty: 926.719360
	Iteration 27Q: 3 clusters Score -1011739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1011743.250000 Penalty: 926.719360
	Iteration 28Q: 3 clusters Score -1011743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1011746.312500 Penalty: 926.719360
	Iteration 29Q: 3 clusters Score -1011746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1011747.812500 Penalty: 926.719360
	Iteration 30Q: 3 clusters Score -1011748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1011748.875000 Penalty: 926.719360
	Iteration 31Q: 3 clusters Score -1011749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1011750.062500 Penalty: 926.719360
	Iteration 32Q: 3 clusters Score -1011750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1011751.125000 Penalty: 926.719360
	Iteration 33Q: 3 clusters Score -1011751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1011753.562500 Penalty: 926.719360
	Iteration 34Q: 3 clusters Score -1011754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1011757.312500 Penalty: 926.719360
	Iteration 35Q: 3 clusters Score -1011757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1011759.812500 Penalty: 926.719360
	Iteration 36Q: 3 clusters Score -1011760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1011771.937500 Penalty: 926.719360
	Iteration 37Q: 3 clusters Score -1011772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1011781.312500 Penalty: 926.719360
	Iteration 38Q: 3 clusters Score -1011781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1011799.625000 Penalty: 926.719360
	Iteration 39Q: 3 clusters Score -1011800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1011818.250000 Penalty: 926.719360
	Iteration 40F: 3 clusters Score -1011818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1011833.750000 Penalty: 926.719360
	Iteration 41Q: 3 clusters Score -1011834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1011842.500000 Penalty: 926.719360
	Iteration 42Q: 3 clusters Score -1011842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1011845.125000 Penalty: 926.719360
	Iteration 43Q: 3 clusters Score -1011845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1011846.000000 Penalty: 926.719360
	Iteration 44Q: 3 clusters Score -1011846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1011846.375000 Penalty: 926.719360
	Iteration 45Q: 3 clusters Score -1011846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1011846.750000 Penalty: 926.719360
	Iteration 46Q: 3 clusters Score -1011847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1011846.750000 Penalty: 926.719360
	Iteration 47F: 3 clusters Score -1011847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -24409.164062 Penalty: 300.170135
	Iteration 0F: 2 clusters Score -24409.16 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 346 members 
Entering Unmasked Estep 
Score: -23768.925781 Penalty: 600.340271
	Iteration 0F: 3 clusters Score -23768.93 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23990.560547 Penalty: 600.340271
	Iteration 1F: 3 clusters Score -23990.56 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24037.751953 Penalty: 600.340271
	Iteration 2F: 3 clusters Score -24037.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -24084.734375 Penalty: 600.340271
	Iteration 3F: 3 clusters Score -24084.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24127.638672 Penalty: 600.340271
	Iteration 4F: 3 clusters Score -24127.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24156.517578 Penalty: 600.340271
	Iteration 5Q: 3 clusters Score -24156.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24187.521484 Penalty: 600.340271
	Iteration 6Q: 3 clusters Score -24187.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24209.894531 Penalty: 600.340271
	Iteration 7Q: 3 clusters Score -24209.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24223.462891 Penalty: 600.340271
	Iteration 8Q: 3 clusters Score -24223.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24241.830078 Penalty: 600.340271
	Iteration 9Q: 3 clusters Score -24241.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24246.816406 Penalty: 600.340271
	Iteration 10Q: 3 clusters Score -24246.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24250.408203 Penalty: 600.340271
	Iteration 11Q: 3 clusters Score -24250.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24251.164062 Penalty: 600.340271
	Iteration 12Q: 3 clusters Score -24251.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24251.527344 Penalty: 600.340271
	Iteration 13Q: 3 clusters Score -24251.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24251.527344 Penalty: 600.340271
	Iteration 14F: 3 clusters Score -24251.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -10239.461914 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -10239.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9902.901367 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -9902.901 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9984.847656 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -9984.848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10000.269531 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -10000.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10005.350586 Penalty: 518.129639
	Iteration 3Q: 3 clusters Score -10005.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10007.817383 Penalty: 518.129639
	Iteration 4Q: 3 clusters Score -10007.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10010.893555 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -10010.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10013.517578 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -10013.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10014.577148 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -10014.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10016.568359 Penalty: 518.129639
	Iteration 8Q: 3 clusters Score -10016.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10018.109375 Penalty: 518.129639
	Iteration 9Q: 3 clusters Score -10018.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10019.138672 Penalty: 518.129639
	Iteration 10Q: 3 clusters Score -10019.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10019.138672 Penalty: 518.129639
	Iteration 11F: 3 clusters Score -10019.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (219534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219534 members 
Entering Unmasked Estep 
Score: -9036986.000000 Penalty: 559.616394
	Iteration 0F: 2 clusters Score -9036986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109792 members 
Mstep: Class 2 contains 109742 members 
Entering Unmasked Estep 
Score: -8887549.000000 Penalty: 1119.232788
	Iteration 0F: 3 clusters Score -8887549 nChanged 108223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105741 members 
Mstep: Class 2 contains 113793 members 
Entering Unmasked Estep 
Score: -8957564.000000 Penalty: 1119.232788
	Iteration 1F: 3 clusters Score -8957564 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103756 members 
Mstep: Class 2 contains 115778 members 
Entering Unmasked Estep 
Score: -8961549.000000 Penalty: 1119.232788
	Iteration 2Q: 3 clusters Score -8961549 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101690 members 
Mstep: Class 2 contains 117844 members 
Entering Unmasked Estep 
Score: -8966299.000000 Penalty: 1119.232788
	Iteration 3Q: 3 clusters Score -8966299 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99818 members 
Mstep: Class 2 contains 119716 members 
Entering Unmasked Estep 
Score: -8972131.000000 Penalty: 1119.232788
	Iteration 4Q: 3 clusters Score -8972131 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98449 members 
Mstep: Class 2 contains 121085 members 
Entering Unmasked Estep 
Score: -8979167.000000 Penalty: 1119.232788
	Iteration 5F: 3 clusters Score -8979167 nChanged 12327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97612 members 
Mstep: Class 2 contains 121922 members 
Entering Unmasked Estep 
Score: -8987559.000000 Penalty: 1119.232788
	Iteration 6F: 3 clusters Score -8987559 nChanged 12190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97378 members 
Mstep: Class 2 contains 122156 members 
Entering Unmasked Estep 
Score: -8995036.000000 Penalty: 1119.232788
	Iteration 7F: 3 clusters Score -8995036 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97145 members 
Mstep: Class 2 contains 122389 members 
Entering Unmasked Estep 
Score: -8998861.000000 Penalty: 1119.232788
	Iteration 8Q: 3 clusters Score -8998861 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96855 members 
Mstep: Class 2 contains 122679 members 
Entering Unmasked Estep 
Score: -9000347.000000 Penalty: 1119.232788
	Iteration 9Q: 3 clusters Score -9000347 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 123025 members 
Entering Unmasked Estep 
Score: -9000908.000000 Penalty: 1119.232788
	Iteration 10Q: 3 clusters Score -9000908 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96086 members 
Mstep: Class 2 contains 123448 members 
Entering Unmasked Estep 
Score: -9001400.000000 Penalty: 1119.232788
	Iteration 11Q: 3 clusters Score -9001400 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95625 members 
Mstep: Class 2 contains 123909 members 
Entering Unmasked Estep 
Score: -9002047.000000 Penalty: 1119.232788
	Iteration 12Q: 3 clusters Score -9002047 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95059 members 
Mstep: Class 2 contains 124475 members 
Entering Unmasked Estep 
Score: -9002693.000000 Penalty: 1119.232788
	Iteration 13Q: 3 clusters Score -9002693 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94356 members 
Mstep: Class 2 contains 125178 members 
Entering Unmasked Estep 
Score: -9003297.000000 Penalty: 1119.232788
	Iteration 14Q: 3 clusters Score -9003297 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93520 members 
Mstep: Class 2 contains 126014 members 
Entering Unmasked Estep 
Score: -9004010.000000 Penalty: 1119.232788
	Iteration 15Q: 3 clusters Score -9004010 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92573 members 
Mstep: Class 2 contains 126961 members 
Entering Unmasked Estep 
Score: -9004810.000000 Penalty: 1119.232788
	Iteration 16Q: 3 clusters Score -9004810 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91431 members 
Mstep: Class 2 contains 128103 members 
Entering Unmasked Estep 
Score: -9005665.000000 Penalty: 1119.232788
	Iteration 17Q: 3 clusters Score -9005665 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90160 members 
Mstep: Class 2 contains 129374 members 
Entering Unmasked Estep 
Score: -9006688.000000 Penalty: 1119.232788
	Iteration 18Q: 3 clusters Score -9006688 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88755 members 
Mstep: Class 2 contains 130779 members 
Entering Unmasked Estep 
Score: -9007834.000000 Penalty: 1119.232788
	Iteration 19Q: 3 clusters Score -9007834 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 132315 members 
Entering Unmasked Estep 
Score: -9009043.000000 Penalty: 1119.232788
	Iteration 20F: 3 clusters Score -9009043 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85678 members 
Mstep: Class 2 contains 133856 members 
Entering Unmasked Estep 
Score: -9010061.000000 Penalty: 1119.232788
	Iteration 21Q: 3 clusters Score -9010061 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84096 members 
Mstep: Class 2 contains 135438 members 
Entering Unmasked Estep 
Score: -9011099.000000 Penalty: 1119.232788
	Iteration 22Q: 3 clusters Score -9011099 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82404 members 
Mstep: Class 2 contains 137130 members 
Entering Unmasked Estep 
Score: -9011923.000000 Penalty: 1119.232788
	Iteration 23Q: 3 clusters Score -9011923 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80562 members 
Mstep: Class 2 contains 138972 members 
Entering Unmasked Estep 
Score: -9012809.000000 Penalty: 1119.232788
	Iteration 24Q: 3 clusters Score -9012809 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78655 members 
Mstep: Class 2 contains 140879 members 
Entering Unmasked Estep 
Score: -9013744.000000 Penalty: 1119.232788
	Iteration 25Q: 3 clusters Score -9013744 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 142809 members 
Entering Unmasked Estep 
Score: -9014451.000000 Penalty: 1119.232788
	Iteration 26Q: 3 clusters Score -9014451 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 144768 members 
Entering Unmasked Estep 
Score: -9015130.000000 Penalty: 1119.232788
	Iteration 27Q: 3 clusters Score -9015130 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72764 members 
Mstep: Class 2 contains 146770 members 
Entering Unmasked Estep 
Score: -9015712.000000 Penalty: 1119.232788
	Iteration 28Q: 3 clusters Score -9015712 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70751 members 
Mstep: Class 2 contains 148783 members 
Entering Unmasked Estep 
Score: -9016228.000000 Penalty: 1119.232788
	Iteration 29Q: 3 clusters Score -9016228 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68770 members 
Mstep: Class 2 contains 150764 members 
Entering Unmasked Estep 
Score: -9016850.000000 Penalty: 1119.232788
	Iteration 30Q: 3 clusters Score -9016850 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66844 members 
Mstep: Class 2 contains 152690 members 
Entering Unmasked Estep 
Score: -9017498.000000 Penalty: 1119.232788
	Iteration 31Q: 3 clusters Score -9017498 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 154719 members 
Entering Unmasked Estep 
Score: -9018130.000000 Penalty: 1119.232788
	Iteration 32Q: 3 clusters Score -9018130 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 156714 members 
Entering Unmasked Estep 
Score: -9018801.000000 Penalty: 1119.232788
	Iteration 33Q: 3 clusters Score -9018801 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 158693 members 
Entering Unmasked Estep 
Score: -9019439.000000 Penalty: 1119.232788
	Iteration 34Q: 3 clusters Score -9019439 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 160602 members 
Entering Unmasked Estep 
Score: -9020167.000000 Penalty: 1119.232788
	Iteration 35Q: 3 clusters Score -9020167 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 162313 members 
Entering Unmasked Estep 
Score: -9020714.000000 Penalty: 1119.232788
	Iteration 36Q: 3 clusters Score -9020714 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 163892 members 
Entering Unmasked Estep 
Score: -9021152.000000 Penalty: 1119.232788
	Iteration 37Q: 3 clusters Score -9021152 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 165353 members 
Entering Unmasked Estep 
Score: -9021521.000000 Penalty: 1119.232788
	Iteration 38Q: 3 clusters Score -9021521 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 166615 members 
Entering Unmasked Estep 
Score: -9021831.000000 Penalty: 1119.232788
	Iteration 39Q: 3 clusters Score -9021831 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 167822 members 
Entering Unmasked Estep 
Score: -9022015.000000 Penalty: 1119.232788
	Iteration 40F: 3 clusters Score -9022015 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 168908 members 
Entering Unmasked Estep 
Score: -9022228.000000 Penalty: 1119.232788
	Iteration 41Q: 3 clusters Score -9022228 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49612 members 
Mstep: Class 2 contains 169922 members 
Entering Unmasked Estep 
Score: -9022379.000000 Penalty: 1119.232788
	Iteration 42Q: 3 clusters Score -9022379 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 170891 members 
Entering Unmasked Estep 
Score: -9022548.000000 Penalty: 1119.232788
	Iteration 43Q: 3 clusters Score -9022548 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 171781 members 
Entering Unmasked Estep 
Score: -9022649.000000 Penalty: 1119.232788
	Iteration 44Q: 3 clusters Score -9022649 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 172644 members 
Entering Unmasked Estep 
Score: -9022771.000000 Penalty: 1119.232788
	Iteration 45Q: 3 clusters Score -9022771 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 173499 members 
Entering Unmasked Estep 
Score: -9022835.000000 Penalty: 1119.232788
	Iteration 46Q: 3 clusters Score -9022835 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 174264 members 
Entering Unmasked Estep 
Score: -9022910.000000 Penalty: 1119.232788
	Iteration 47Q: 3 clusters Score -9022910 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 175031 members 
Entering Unmasked Estep 
Score: -9022991.000000 Penalty: 1119.232788
	Iteration 48Q: 3 clusters Score -9022991 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 175816 members 
Entering Unmasked Estep 
Score: -9023009.000000 Penalty: 1119.232788
	Iteration 49Q: 3 clusters Score -9023009 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 176602 members 
Entering Unmasked Estep 
Score: -9023110.000000 Penalty: 1119.232788
	Iteration 50Q: 3 clusters Score -9023110 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 177376 members 
Entering Unmasked Estep 
Score: -9023190.000000 Penalty: 1119.232788
	Iteration 51Q: 3 clusters Score -9023190 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 178134 members 
Entering Unmasked Estep 
Score: -9023241.000000 Penalty: 1119.232788
	Iteration 52Q: 3 clusters Score -9023241 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 178874 members 
Entering Unmasked Estep 
Score: -9023343.000000 Penalty: 1119.232788
	Iteration 53Q: 3 clusters Score -9023343 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 179689 members 
Entering Unmasked Estep 
Score: -9023462.000000 Penalty: 1119.232788
	Iteration 54Q: 3 clusters Score -9023462 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 180508 members 
Entering Unmasked Estep 
Score: -9023594.000000 Penalty: 1119.232788
	Iteration 55Q: 3 clusters Score -9023594 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 181340 members 
Entering Unmasked Estep 
Score: -9023666.000000 Penalty: 1119.232788
	Iteration 56Q: 3 clusters Score -9023666 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 182253 members 
Entering Unmasked Estep 
Score: -9023809.000000 Penalty: 1119.232788
	Iteration 57Q: 3 clusters Score -9023809 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 183232 members 
Entering Unmasked Estep 
Score: -9023955.000000 Penalty: 1119.232788
	Iteration 58Q: 3 clusters Score -9023955 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 184344 members 
Entering Unmasked Estep 
Score: -9024124.000000 Penalty: 1119.232788
	Iteration 59Q: 3 clusters Score -9024124 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 185528 members 
Entering Unmasked Estep 
Score: -9024285.000000 Penalty: 1119.232788
	Iteration 60F: 3 clusters Score -9024285 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 186793 members 
Entering Unmasked Estep 
Score: -9024505.000000 Penalty: 1119.232788
	Iteration 61Q: 3 clusters Score -9024505 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 188134 members 
Entering Unmasked Estep 
Score: -9024826.000000 Penalty: 1119.232788
	Iteration 62Q: 3 clusters Score -9024826 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 189599 members 
Entering Unmasked Estep 
Score: -9025129.000000 Penalty: 1119.232788
	Iteration 63Q: 3 clusters Score -9025129 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 191182 members 
Entering Unmasked Estep 
Score: -9025508.000000 Penalty: 1119.232788
	Iteration 64Q: 3 clusters Score -9025508 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 192937 members 
Entering Unmasked Estep 
Score: -9026018.000000 Penalty: 1119.232788
	Iteration 65Q: 3 clusters Score -9026018 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 194830 members 
Entering Unmasked Estep 
Score: -9026601.000000 Penalty: 1119.232788
	Iteration 66Q: 3 clusters Score -9026601 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 196829 members 
Entering Unmasked Estep 
Score: -9027268.000000 Penalty: 1119.232788
	Iteration 67Q: 3 clusters Score -9027268 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 198906 members 
Entering Unmasked Estep 
Score: -9028071.000000 Penalty: 1119.232788
	Iteration 68Q: 3 clusters Score -9028071 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 201019 members 
Entering Unmasked Estep 
Score: -9028985.000000 Penalty: 1119.232788
	Iteration 69Q: 3 clusters Score -9028985 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 203148 members 
Entering Unmasked Estep 
Score: -9029932.000000 Penalty: 1119.232788
	Iteration 70Q: 3 clusters Score -9029932 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 205238 members 
Entering Unmasked Estep 
Score: -9030887.000000 Penalty: 1119.232788
	Iteration 71Q: 3 clusters Score -9030887 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 207250 members 
Entering Unmasked Estep 
Score: -9031786.000000 Penalty: 1119.232788
	Iteration 72Q: 3 clusters Score -9031786 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 209087 members 
Entering Unmasked Estep 
Score: -9032596.000000 Penalty: 1119.232788
	Iteration 73Q: 3 clusters Score -9032596 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 210820 members 
Entering Unmasked Estep 
Score: -9033349.000000 Penalty: 1119.232788
	Iteration 74Q: 3 clusters Score -9033349 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 212324 members 
Entering Unmasked Estep 
Score: -9034046.000000 Penalty: 1119.232788
	Iteration 75Q: 3 clusters Score -9034046 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 213676 members 
Entering Unmasked Estep 
Score: -9034648.000000 Penalty: 1119.232788
	Iteration 76Q: 3 clusters Score -9034648 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 214783 members 
Entering Unmasked Estep 
Score: -9035111.000000 Penalty: 1119.232788
	Iteration 77Q: 3 clusters Score -9035111 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 215670 members 
Entering Unmasked Estep 
Score: -9035464.000000 Penalty: 1119.232788
	Iteration 78Q: 3 clusters Score -9035464 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 216366 members 
Entering Unmasked Estep 
Score: -9035721.000000 Penalty: 1119.232788
	Iteration 79Q: 3 clusters Score -9035721 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 216903 members 
Entering Unmasked Estep 
Score: -9035901.000000 Penalty: 1119.232788
	Iteration 80F: 3 clusters Score -9035901 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 217328 members 
Entering Unmasked Estep 
Score: -9036049.000000 Penalty: 1119.232788
	Iteration 81Q: 3 clusters Score -9036049 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 217680 members 
Entering Unmasked Estep 
Score: -9036163.000000 Penalty: 1119.232788
	Iteration 82Q: 3 clusters Score -9036163 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 217965 members 
Entering Unmasked Estep 
Score: -9036260.000000 Penalty: 1119.232788
	Iteration 83Q: 3 clusters Score -9036260 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 218154 members 
Entering Unmasked Estep 
Score: -9036323.000000 Penalty: 1119.232788
	Iteration 84Q: 3 clusters Score -9036323 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 218308 members 
Entering Unmasked Estep 
Score: -9036368.000000 Penalty: 1119.232788
	Iteration 85Q: 3 clusters Score -9036368 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 218433 members 
Entering Unmasked Estep 
Score: -9036425.000000 Penalty: 1119.232788
	Iteration 86Q: 3 clusters Score -9036425 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 218525 members 
Entering Unmasked Estep 
Score: -9036453.000000 Penalty: 1119.232788
	Iteration 87Q: 3 clusters Score -9036453 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 218598 members 
Entering Unmasked Estep 
Score: -9036457.000000 Penalty: 1119.232788
	Iteration 88Q: 3 clusters Score -9036457 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 218659 members 
Entering Unmasked Estep 
Score: -9036471.000000 Penalty: 1119.232788
	Iteration 89Q: 3 clusters Score -9036471 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 218710 members 
Entering Unmasked Estep 
Score: -9036490.000000 Penalty: 1119.232788
	Iteration 90Q: 3 clusters Score -9036490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 218748 members 
Entering Unmasked Estep 
Score: -9036496.000000 Penalty: 1119.232788
	Iteration 91Q: 3 clusters Score -9036496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 218786 members 
Entering Unmasked Estep 
Score: -9036495.000000 Penalty: 1119.232788
	Iteration 92Q: 3 clusters Score -9036495 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 218812 members 
Entering Unmasked Estep 
Score: -9036518.000000 Penalty: 1119.232788
	Iteration 93Q: 3 clusters Score -9036518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 218841 members 
Entering Unmasked Estep 
Score: -9036536.000000 Penalty: 1119.232788
	Iteration 94Q: 3 clusters Score -9036536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 218866 members 
Entering Unmasked Estep 
Score: -9036549.000000 Penalty: 1119.232788
	Iteration 95Q: 3 clusters Score -9036549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 218889 members 
Entering Unmasked Estep 
Score: -9036554.000000 Penalty: 1119.232788
	Iteration 96Q: 3 clusters Score -9036554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 218901 members 
Entering Unmasked Estep 
Score: -9036559.000000 Penalty: 1119.232788
	Iteration 97Q: 3 clusters Score -9036559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 218914 members 
Entering Unmasked Estep 
Score: -9036561.000000 Penalty: 1119.232788
	Iteration 98Q: 3 clusters Score -9036561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 218919 members 
Entering Unmasked Estep 
Score: -9036572.000000 Penalty: 1119.232788
	Iteration 99Q: 3 clusters Score -9036572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 218931 members 
Entering Unmasked Estep 
Score: -9036567.000000 Penalty: 1119.232788
	Iteration 100F: 3 clusters Score -9036567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 218941 members 
Entering Unmasked Estep 
Score: -9036580.000000 Penalty: 1119.232788
	Iteration 101Q: 3 clusters Score -9036580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 218954 members 
Entering Unmasked Estep 
Score: -9036578.000000 Penalty: 1119.232788
	Iteration 102Q: 3 clusters Score -9036578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 218966 members 
Entering Unmasked Estep 
Score: -9036579.000000 Penalty: 1119.232788
	Iteration 103Q: 3 clusters Score -9036579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 218978 members 
Entering Unmasked Estep 
Score: -9036583.000000 Penalty: 1119.232788
	Iteration 104Q: 3 clusters Score -9036583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 218989 members 
Entering Unmasked Estep 
Score: -9036589.000000 Penalty: 1119.232788
	Iteration 105Q: 3 clusters Score -9036589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 218995 members 
Entering Unmasked Estep 
Score: -9036591.000000 Penalty: 1119.232788
	Iteration 106Q: 3 clusters Score -9036591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 219008 members 
Entering Unmasked Estep 
Score: -9036588.000000 Penalty: 1119.232788
	Iteration 107Q: 3 clusters Score -9036588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 219014 members 
Entering Unmasked Estep 
Score: -9036589.000000 Penalty: 1119.232788
	Iteration 108Q: 3 clusters Score -9036589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 219020 members 
Entering Unmasked Estep 
Score: -9036594.000000 Penalty: 1119.232788
	Iteration 109Q: 3 clusters Score -9036594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 219023 members 
Entering Unmasked Estep 
Score: -9036597.000000 Penalty: 1119.232788
	Iteration 110Q: 3 clusters Score -9036597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 219023 members 
Entering Unmasked Estep 
Score: -9036602.000000 Penalty: 1119.232788
	Iteration 111Q: 3 clusters Score -9036602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 219024 members 
Entering Unmasked Estep 
Score: -9036601.000000 Penalty: 1119.232788
	Iteration 112Q: 3 clusters Score -9036601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 219025 members 
Entering Unmasked Estep 
Score: -9036603.000000 Penalty: 1119.232788
	Iteration 113Q: 3 clusters Score -9036603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 219026 members 
Entering Unmasked Estep 
Score: -9036601.000000 Penalty: 1119.232788
	Iteration 114Q: 3 clusters Score -9036601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 219027 members 
Entering Unmasked Estep 
Score: -9036604.000000 Penalty: 1119.232788
	Iteration 115Q: 3 clusters Score -9036604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 219027 members 
Entering Unmasked Estep 
Score: -9036604.000000 Penalty: 1119.232788
	Iteration 116F: 3 clusters Score -9036604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -27165.621094 Penalty: 298.526917
	Iteration 0F: 2 clusters Score -27165.62 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 367 members 
Entering Unmasked Estep 
Score: -26532.572266 Penalty: 597.053833
	Iteration 0F: 3 clusters Score -26532.57 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -26707.292969 Penalty: 597.053833
	Iteration 1F: 3 clusters Score -26707.29 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -26738.601562 Penalty: 597.053833
	Iteration 2F: 3 clusters Score -26738.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -26756.468750 Penalty: 597.053833
	Iteration 3Q: 3 clusters Score -26756.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -26767.712891 Penalty: 597.053833
	Iteration 4Q: 3 clusters Score -26767.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -26775.822266 Penalty: 597.053833
	Iteration 5Q: 3 clusters Score -26775.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -26789.343750 Penalty: 597.053833
	Iteration 6Q: 3 clusters Score -26789.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -26797.384766 Penalty: 597.053833
	Iteration 7Q: 3 clusters Score -26797.38 nChanged 20
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: -26806.947266 Penalty: 597.053833
	Iteration 8Q: 3 clusters Score -26806.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -26812.632812 Penalty: 597.053833
	Iteration 9Q: 3 clusters Score -26812.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -26816.095703 Penalty: 597.053833
	Iteration 10Q: 3 clusters Score -26816.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -26819.289062 Penalty: 597.053833
	Iteration 11Q: 3 clusters Score -26819.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -26821.800781 Penalty: 597.053833
	Iteration 12Q: 3 clusters Score -26821.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -26825.490234 Penalty: 597.053833
	Iteration 13Q: 3 clusters Score -26825.49 nChanged 5
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: -26827.591797 Penalty: 597.053833
	Iteration 14Q: 3 clusters Score -26827.59 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: -26830.234375 Penalty: 597.053833
	Iteration 15Q: 3 clusters Score -26830.23 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: -26833.812500 Penalty: 597.053833
	Iteration 16Q: 3 clusters Score -26833.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -26837.144531 Penalty: 597.053833
	Iteration 17Q: 3 clusters Score -26837.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -26838.330078 Penalty: 597.053833
	Iteration 18Q: 3 clusters Score -26838.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -26839.164062 Penalty: 597.053833
	Iteration 19Q: 3 clusters Score -26839.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -26839.400391 Penalty: 597.053833
	Iteration 20F: 3 clusters Score -26839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -26840.392578 Penalty: 597.053833
	Iteration 21Q: 3 clusters Score -26840.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -26840.392578 Penalty: 597.053833
	Iteration 22F: 3 clusters Score -26840.39 nChanged 0
22->43 Clusters: Score -28357370.000000, best is -28358846.000000

Starting from 23 clusters...
--- Clustering full data set of 729999 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 33234 members 
Mstep: Class 3 contains 33448 members 
Mstep: Class 4 contains 33335 members 
Mstep: Class 5 contains 33154 members 
Mstep: Class 6 contains 33237 members 
Mstep: Class 7 contains 33060 members 
Mstep: Class 8 contains 33015 members 
Mstep: Class 9 contains 32857 members 
Mstep: Class 10 contains 33335 members 
Mstep: Class 11 contains 33555 members 
Mstep: Class 12 contains 33158 members 
Mstep: Class 13 contains 33091 members 
Mstep: Class 14 contains 33081 members 
Mstep: Class 15 contains 33278 members 
Mstep: Class 16 contains 33488 members 
Mstep: Class 17 contains 33039 members 
Mstep: Class 18 contains 33173 members 
Mstep: Class 19 contains 32925 members 
Mstep: Class 20 contains 32988 members 
Mstep: Class 21 contains 33367 members 
Mstep: Class 22 contains 33047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 111.442970 but Gain 614.286133
Score: -24436190.000000 Penalty: 12900.012695
Iteration 0F: 22 clusters Score -2.443619e+07 nChanged 695888
Entering Unmasked Mstep 
Mstep: Class 0 contains 2079 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 12933 members 
Mstep: Class 3 contains 11898 members 
Mstep: Class 4 contains 58060 members 
Mstep: Class 5 contains 15576 members 
Mstep: Class 6 contains 42628 members 
Mstep: Class 7 contains 19420 members 
Mstep: Class 8 contains 8762 members 
Mstep: Class 9 contains 67296 members 
Mstep: Class 10 contains 15911 members 
Mstep: Class 11 contains 12622 members 
Mstep: Class 13 contains 15313 members 
Mstep: Class 14 contains 78036 members 
Mstep: Class 15 contains 4651 members 
Mstep: Class 16 contains 174862 members 
Mstep: Class 17 contains 13250 members 
Mstep: Class 18 contains 68306 members 
Mstep: Class 19 contains 65869 members 
Mstep: Class 20 contains 4319 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 22750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26990434.000000 Penalty: 12900.012695
Iteration 1F: 22 clusters Score -2.699043e+07 nChanged 293586
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5803 members 
Mstep: Class 3 contains 9533 members 
Mstep: Class 4 contains 69034 members 
Mstep: Class 5 contains 14944 members 
Mstep: Class 6 contains 28338 members 
Mstep: Class 7 contains 6891 members 
Mstep: Class 8 contains 4364 members 
Mstep: Class 9 contains 38812 members 
Mstep: Class 10 contains 15705 members 
Mstep: Class 11 contains 12028 members 
Mstep: Class 13 contains 7934 members 
Mstep: Class 14 contains 98869 members 
Mstep: Class 15 contains 4119 members 
Mstep: Class 16 contains 288731 members 
Mstep: Class 17 contains 9425 members 
Mstep: Class 18 contains 41054 members 
Mstep: Class 19 contains 34600 members 
Mstep: Class 20 contains 4776 members 
Mstep: Class 21 contains 7909 members 
Mstep: Class 22 contains 22179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27633678.000000 Penalty: 12900.012695
Iteration 2F: 22 clusters Score -2.763368e+07 nChanged 186026
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5049 members 
Mstep: Class 3 contains 5105 members 
Mstep: Class 4 contains 60174 members 
Mstep: Class 5 contains 19821 members 
Mstep: Class 6 contains 27345 members 
Mstep: Class 7 contains 4685 members 
Mstep: Class 8 contains 3112 members 
Mstep: Class 9 contains 18922 members 
Mstep: Class 10 contains 16239 members 
Mstep: Class 11 contains 8764 members 
Mstep: Class 13 contains 7400 members 
Mstep: Class 14 contains 92072 members 
Mstep: Class 15 contains 3374 members 
Mstep: Class 16 contains 376788 members 
Mstep: Class 17 contains 8643 members 
Mstep: Class 18 contains 21724 members 
Mstep: Class 19 contains 14410 members 
Mstep: Class 20 contains 5105 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 21274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27935620.000000 Penalty: 12900.012695
Iteration 3F: 22 clusters Score -2.793562e+07 nChanged 112917
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 1763 members 
Mstep: Class 4 contains 50259 members 
Mstep: Class 5 contains 25607 members 
Mstep: Class 6 contains 25787 members 
Mstep: Class 7 contains 5975 members 
Mstep: Class 8 contains 2229 members 
Mstep: Class 9 contains 10023 members 
Mstep: Class 10 contains 16803 members 
Mstep: Class 11 contains 5251 members 
Mstep: Class 13 contains 6401 members 
Mstep: Class 14 contains 74485 members 
Mstep: Class 15 contains 2641 members 
Mstep: Class 16 contains 437264 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 15383 members 
Mstep: Class 19 contains 6698 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 20031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 464.524048 but Gain 614.286133
Score: -28074384.000000 Penalty: 12285.726562
Iteration 4F: 21 clusters Score -2.807438e+07 nChanged 67172
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 4 contains 45792 members 
Mstep: Class 5 contains 29126 members 
Mstep: Class 6 contains 23646 members 
Mstep: Class 7 contains 8265 members 
Mstep: Class 8 contains 1654 members 
Mstep: Class 9 contains 6367 members 
Mstep: Class 10 contains 16960 members 
Mstep: Class 11 contains 3283 members 
Mstep: Class 13 contains 5443 members 
Mstep: Class 14 contains 61200 members 
Mstep: Class 15 contains 2640 members 
Mstep: Class 16 contains 471928 members 
Mstep: Class 17 contains 4140 members 
Mstep: Class 18 contains 11218 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 5035 members 
Mstep: Class 21 contains 1815 members 
Mstep: Class 22 contains 19025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28152016.000000 Penalty: 12285.726562
Iteration 5F: 21 clusters Score -2.815202e+07 nChanged 41608
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4171 members 
Mstep: Class 4 contains 44705 members 
Mstep: Class 5 contains 31241 members 
Mstep: Class 6 contains 21579 members 
Mstep: Class 7 contains 9860 members 
Mstep: Class 8 contains 1409 members 
Mstep: Class 9 contains 4632 members 
Mstep: Class 10 contains 16912 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 13 contains 4851 members 
Mstep: Class 14 contains 52751 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 489896 members 
Mstep: Class 17 contains 2346 members 
Mstep: Class 18 contains 8697 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 5024 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 18469 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 6F: 21 clusters Score -2.819467e+07 nChanged 27753
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4060 members 
Mstep: Class 4 contains 44429 members 
Mstep: Class 5 contains 32341 members 
Mstep: Class 6 contains 19696 members 
Mstep: Class 7 contains 10849 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 9 contains 3788 members 
Mstep: Class 10 contains 16928 members 
Mstep: Class 11 contains 1743 members 
Mstep: Class 13 contains 4407 members 
Mstep: Class 14 contains 47265 members 
Mstep: Class 15 contains 2794 members 
Mstep: Class 16 contains 500325 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 18 contains 7501 members 
Mstep: Class 19 contains 2518 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 1369 members 
Mstep: Class 22 contains 18380 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 7Q: 21 clusters Score -2.821938e+07 nChanged 19369
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4013 members 
Mstep: Class 4 contains 44491 members 
Mstep: Class 5 contains 32745 members 
Mstep: Class 6 contains 17995 members 
Mstep: Class 7 contains 11467 members 
Mstep: Class 8 contains 1671 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 16986 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 13 contains 4103 members 
Mstep: Class 14 contains 43417 members 
Mstep: Class 15 contains 2556 members 
Mstep: Class 16 contains 507245 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 4995 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 22 contains 18348 members 
Entering Unmasked Estep 
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Iteration 8Q: 21 clusters Score -2.823426e+07 nChanged 14273
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4002 members 
Mstep: Class 4 contains 44934 members 
Mstep: Class 5 contains 32875 members 
Mstep: Class 6 contains 16358 members 
Mstep: Class 7 contains 11884 members 
Mstep: Class 8 contains 2046 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 17121 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 13 contains 3919 members 
Mstep: Class 14 contains 40574 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 512047 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 18 contains 6340 members 
Mstep: Class 19 contains 2087 members 
Mstep: Class 20 contains 4983 members 
Mstep: Class 21 contains 1522 members 
Mstep: Class 22 contains 18123 members 
Entering Unmasked Estep 
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Iteration 9Q: 21 clusters Score -2.824295e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 4 contains 45892 members 
Mstep: Class 5 contains 32910 members 
Mstep: Class 6 contains 14693 members 
Mstep: Class 7 contains 12189 members 
Mstep: Class 8 contains 2634 members 
Mstep: Class 9 contains 3067 members 
Mstep: Class 10 contains 17152 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 13 contains 3814 members 
Mstep: Class 14 contains 38224 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 515589 members 
Mstep: Class 17 contains 669 members 
Mstep: Class 18 contains 6001 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 4975 members 
Mstep: Class 21 contains 1666 members 
Mstep: Class 22 contains 17700 members 
Entering Unmasked Estep 
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Iteration 10Q: 21 clusters Score -2.824874e+07 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 4 contains 47281 members 
Mstep: Class 5 contains 32934 members 
Mstep: Class 6 contains 13064 members 
Mstep: Class 7 contains 12398 members 
Mstep: Class 8 contains 3328 members 
Mstep: Class 9 contains 2998 members 
Mstep: Class 10 contains 17152 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 36541 members 
Mstep: Class 15 contains 1751 members 
Mstep: Class 16 contains 517691 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 5792 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 4967 members 
Mstep: Class 21 contains 1850 members 
Mstep: Class 22 contains 17170 members 
Entering Unmasked Estep 
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Iteration 11Q: 21 clusters Score -2.825233e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4005 members 
Mstep: Class 4 contains 48845 members 
Mstep: Class 5 contains 32952 members 
Mstep: Class 6 contains 11496 members 
Mstep: Class 7 contains 12557 members 
Mstep: Class 8 contains 4021 members 
Mstep: Class 9 contains 2987 members 
Mstep: Class 10 contains 17147 members 
Mstep: Class 11 contains 1071 members 
Mstep: Class 13 contains 3712 members 
Mstep: Class 14 contains 35299 members 
Mstep: Class 15 contains 1607 members 
Mstep: Class 16 contains 518865 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 5561 members 
Mstep: Class 19 contains 1684 members 
Mstep: Class 20 contains 4962 members 
Mstep: Class 21 contains 2013 members 
Mstep: Class 22 contains 16719 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 12Q: 21 clusters Score -2.825469e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4005 members 
Mstep: Class 4 contains 50455 members 
Mstep: Class 5 contains 32968 members 
Mstep: Class 6 contains 10061 members 
Mstep: Class 7 contains 12690 members 
Mstep: Class 8 contains 4614 members 
Mstep: Class 9 contains 2986 members 
Mstep: Class 10 contains 17117 members 
Mstep: Class 11 contains 1084 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 34371 members 
Mstep: Class 15 contains 1504 members 
Mstep: Class 16 contains 519445 members 
Mstep: Class 17 contains 840 members 
Mstep: Class 18 contains 5366 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 4961 members 
Mstep: Class 21 contains 2164 members 
Mstep: Class 22 contains 16371 members 
Entering Unmasked Estep 
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Iteration 13Q: 21 clusters Score -2.825658e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4005 members 
Mstep: Class 4 contains 52063 members 
Mstep: Class 5 contains 32998 members 
Mstep: Class 6 contains 8721 members 
Mstep: Class 7 contains 12788 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 17090 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 13 contains 3648 members 
Mstep: Class 14 contains 33665 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 519650 members 
Mstep: Class 17 contains 934 members 
Mstep: Class 18 contains 5225 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 4959 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 16103 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 14Q: 21 clusters Score -2.825816e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4001 members 
Mstep: Class 4 contains 53536 members 
Mstep: Class 5 contains 33033 members 
Mstep: Class 6 contains 7487 members 
Mstep: Class 7 contains 12882 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 3042 members 
Mstep: Class 10 contains 17036 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 13 contains 3646 members 
Mstep: Class 14 contains 33132 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 519662 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 5059 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 4958 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 15894 members 
Entering Unmasked Estep 
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Iteration 15Q: 21 clusters Score -2.825974e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3992 members 
Mstep: Class 4 contains 54840 members 
Mstep: Class 5 contains 33051 members 
Mstep: Class 6 contains 6460 members 
Mstep: Class 7 contains 12955 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 3114 members 
Mstep: Class 10 contains 16962 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 14 contains 32732 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 519498 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 4904 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 4957 members 
Mstep: Class 21 contains 2539 members 
Mstep: Class 22 contains 15688 members 
Entering Unmasked Estep 
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Iteration 16Q: 21 clusters Score -2.826152e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3967 members 
Mstep: Class 4 contains 56012 members 
Mstep: Class 5 contains 33010 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 13018 members 
Mstep: Class 8 contains 5894 members 
Mstep: Class 9 contains 3193 members 
Mstep: Class 10 contains 16916 members 
Mstep: Class 11 contains 1226 members 
Mstep: Class 13 contains 3604 members 
Mstep: Class 14 contains 32348 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 519144 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 4714 members 
Mstep: Class 19 contains 1542 members 
Mstep: Class 20 contains 4959 members 
Mstep: Class 21 contains 2638 members 
Mstep: Class 22 contains 15514 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 17Q: 21 clusters Score -2.826385e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 4 contains 57007 members 
Mstep: Class 5 contains 32948 members 
Mstep: Class 6 contains 4892 members 
Mstep: Class 7 contains 13096 members 
Mstep: Class 8 contains 6065 members 
Mstep: Class 9 contains 3276 members 
Mstep: Class 10 contains 16876 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 32026 members 
Mstep: Class 15 contains 1280 members 
Mstep: Class 16 contains 518593 members 
Mstep: Class 17 contains 2324 members 
Mstep: Class 18 contains 4519 members 
Mstep: Class 19 contains 1566 members 
Mstep: Class 20 contains 4964 members 
Mstep: Class 21 contains 2717 members 
Mstep: Class 22 contains 15356 members 
Entering Unmasked Estep 
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Iteration 18Q: 21 clusters Score -2.82654e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 4 contains 57794 members 
Mstep: Class 5 contains 32902 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 13171 members 
Mstep: Class 8 contains 6191 members 
Mstep: Class 9 contains 3348 members 
Mstep: Class 10 contains 16848 members 
Mstep: Class 11 contains 1342 members 
Mstep: Class 13 contains 3593 members 
Mstep: Class 14 contains 31787 members 
Mstep: Class 15 contains 1280 members 
Mstep: Class 16 contains 518099 members 
Mstep: Class 17 contains 2779 members 
Mstep: Class 18 contains 4380 members 
Mstep: Class 19 contains 1574 members 
Mstep: Class 20 contains 4967 members 
Mstep: Class 21 contains 2777 members 
Mstep: Class 22 contains 15212 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 19Q: 21 clusters Score -2.826623e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3851 members 
Mstep: Class 4 contains 58435 members 
Mstep: Class 5 contains 32879 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 13222 members 
Mstep: Class 8 contains 6292 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 16840 members 
Mstep: Class 11 contains 1388 members 
Mstep: Class 13 contains 3598 members 
Mstep: Class 14 contains 31589 members 
Mstep: Class 15 contains 1263 members 
Mstep: Class 16 contains 517661 members 
Mstep: Class 17 contains 3140 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 4972 members 
Mstep: Class 21 contains 2828 members 
Mstep: Class 22 contains 15090 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 20F: 21 clusters Score -2.826912e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3778 members 
Mstep: Class 4 contains 59108 members 
Mstep: Class 5 contains 32745 members 
Mstep: Class 6 contains 3591 members 
Mstep: Class 7 contains 13273 members 
Mstep: Class 8 contains 7624 members 
Mstep: Class 9 contains 3456 members 
Mstep: Class 10 contains 16789 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 13 contains 3604 members 
Mstep: Class 14 contains 31392 members 
Mstep: Class 15 contains 1259 members 
Mstep: Class 16 contains 515997 members 
Mstep: Class 17 contains 3817 members 
Mstep: Class 18 contains 4107 members 
Mstep: Class 19 contains 1724 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 2945 members 
Mstep: Class 22 contains 14622 members 
Entering Unmasked Estep 
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Iteration 21Q: 21 clusters Score -2.827136e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 4 contains 59595 members 
Mstep: Class 5 contains 32625 members 
Mstep: Class 6 contains 3327 members 
Mstep: Class 7 contains 13317 members 
Mstep: Class 8 contains 8892 members 
Mstep: Class 9 contains 3478 members 
Mstep: Class 10 contains 16758 members 
Mstep: Class 11 contains 1584 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 31212 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 514433 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 4009 members 
Mstep: Class 19 contains 1839 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 3050 members 
Mstep: Class 22 contains 14242 members 
Entering Unmasked Estep 
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Iteration 22Q: 21 clusters Score -2.827306e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 4 contains 59948 members 
Mstep: Class 5 contains 32528 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 13360 members 
Mstep: Class 8 contains 10068 members 
Mstep: Class 9 contains 3507 members 
Mstep: Class 10 contains 16718 members 
Mstep: Class 11 contains 1657 members 
Mstep: Class 13 contains 3621 members 
Mstep: Class 14 contains 31063 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 512970 members 
Mstep: Class 17 contains 4777 members 
Mstep: Class 18 contains 3989 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 4999 members 
Mstep: Class 21 contains 3138 members 
Mstep: Class 22 contains 13920 members 
Entering Unmasked Estep 
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Iteration 23Q: 21 clusters Score -2.827436e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3703 members 
Mstep: Class 4 contains 60208 members 
Mstep: Class 5 contains 32449 members 
Mstep: Class 6 contains 3064 members 
Mstep: Class 7 contains 13399 members 
Mstep: Class 8 contains 11126 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 16686 members 
Mstep: Class 11 contains 1716 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 30937 members 
Mstep: Class 15 contains 1243 members 
Mstep: Class 16 contains 511654 members 
Mstep: Class 17 contains 5096 members 
Mstep: Class 18 contains 4000 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 3243 members 
Mstep: Class 22 contains 13648 members 
Entering Unmasked Estep 
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Iteration 24Q: 21 clusters Score -2.827515e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3700 members 
Mstep: Class 4 contains 60427 members 
Mstep: Class 5 contains 32399 members 
Mstep: Class 6 contains 2983 members 
Mstep: Class 7 contains 13420 members 
Mstep: Class 8 contains 12065 members 
Mstep: Class 9 contains 3554 members 
Mstep: Class 10 contains 16669 members 
Mstep: Class 11 contains 1791 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 30829 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 510376 members 
Mstep: Class 17 contains 5387 members 
Mstep: Class 18 contains 4035 members 
Mstep: Class 19 contains 2012 members 
Mstep: Class 20 contains 5017 members 
Mstep: Class 21 contains 3341 members 
Mstep: Class 22 contains 13417 members 
Entering Unmasked Estep 
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Iteration 25Q: 21 clusters Score -2.827593e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3697 members 
Mstep: Class 4 contains 60595 members 
Mstep: Class 5 contains 32353 members 
Mstep: Class 6 contains 2944 members 
Mstep: Class 7 contains 13440 members 
Mstep: Class 8 contains 12950 members 
Mstep: Class 9 contains 3606 members 
Mstep: Class 10 contains 16636 members 
Mstep: Class 11 contains 1905 members 
Mstep: Class 13 contains 3667 members 
Mstep: Class 14 contains 30700 members 
Mstep: Class 15 contains 1259 members 
Mstep: Class 16 contains 509160 members 
Mstep: Class 17 contains 5603 members 
Mstep: Class 18 contains 4077 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 3438 members 
Mstep: Class 22 contains 13233 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -2.827642e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3695 members 
Mstep: Class 4 contains 60741 members 
Mstep: Class 5 contains 32328 members 
Mstep: Class 6 contains 2916 members 
Mstep: Class 7 contains 13453 members 
Mstep: Class 8 contains 13767 members 
Mstep: Class 9 contains 3665 members 
Mstep: Class 10 contains 16606 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 13 contains 3679 members 
Mstep: Class 14 contains 30568 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 508050 members 
Mstep: Class 17 contains 5773 members 
Mstep: Class 18 contains 4126 members 
Mstep: Class 19 contains 2054 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 3530 members 
Mstep: Class 22 contains 13080 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -2.827669e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3696 members 
Mstep: Class 4 contains 60870 members 
Mstep: Class 5 contains 32316 members 
Mstep: Class 6 contains 2902 members 
Mstep: Class 7 contains 13462 members 
Mstep: Class 8 contains 14503 members 
Mstep: Class 9 contains 3721 members 
Mstep: Class 10 contains 16591 members 
Mstep: Class 11 contains 2101 members 
Mstep: Class 13 contains 3689 members 
Mstep: Class 14 contains 30443 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 507007 members 
Mstep: Class 17 contains 5899 members 
Mstep: Class 18 contains 4194 members 
Mstep: Class 19 contains 2057 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 3602 members 
Mstep: Class 22 contains 12970 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -2.827707e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 4 contains 60986 members 
Mstep: Class 5 contains 32306 members 
Mstep: Class 6 contains 2890 members 
Mstep: Class 7 contains 13466 members 
Mstep: Class 8 contains 15198 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 16585 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 13 contains 3691 members 
Mstep: Class 14 contains 30323 members 
Mstep: Class 15 contains 1294 members 
Mstep: Class 16 contains 506059 members 
Mstep: Class 17 contains 5998 members 
Mstep: Class 18 contains 4235 members 
Mstep: Class 19 contains 2065 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 3666 members 
Mstep: Class 22 contains 12903 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -2.827715e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3696 members 
Mstep: Class 4 contains 61076 members 
Mstep: Class 5 contains 32303 members 
Mstep: Class 6 contains 2876 members 
Mstep: Class 7 contains 13466 members 
Mstep: Class 8 contains 15840 members 
Mstep: Class 9 contains 3810 members 
Mstep: Class 10 contains 16578 members 
Mstep: Class 11 contains 2267 members 
Mstep: Class 13 contains 3690 members 
Mstep: Class 14 contains 30233 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 505165 members 
Mstep: Class 17 contains 6063 members 
Mstep: Class 18 contains 4288 members 
Mstep: Class 19 contains 2068 members 
Mstep: Class 20 contains 5023 members 
Mstep: Class 21 contains 3721 members 
Mstep: Class 22 contains 12856 members 
Entering Unmasked Estep 
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Iteration 30Q: 21 clusters Score -2.827729e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3700 members 
Mstep: Class 4 contains 61151 members 
Mstep: Class 5 contains 32303 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 7 contains 13467 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 3840 members 
Mstep: Class 10 contains 16574 members 
Mstep: Class 11 contains 2332 members 
Mstep: Class 13 contains 3689 members 
Mstep: Class 14 contains 30156 members 
Mstep: Class 15 contains 1313 members 
Mstep: Class 16 contains 504391 members 
Mstep: Class 17 contains 6111 members 
Mstep: Class 18 contains 4372 members 
Mstep: Class 19 contains 2066 members 
Mstep: Class 20 contains 5024 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 12819 members 
Entering Unmasked Estep 
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Iteration 31Q: 21 clusters Score -2.827752e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3706 members 
Mstep: Class 4 contains 61216 members 
Mstep: Class 5 contains 32303 members 
Mstep: Class 6 contains 2866 members 
Mstep: Class 7 contains 13468 members 
Mstep: Class 8 contains 16838 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16563 members 
Mstep: Class 11 contains 2392 members 
Mstep: Class 13 contains 3691 members 
Mstep: Class 14 contains 30071 members 
Mstep: Class 15 contains 1316 members 
Mstep: Class 16 contains 503640 members 
Mstep: Class 17 contains 6156 members 
Mstep: Class 18 contains 4494 members 
Mstep: Class 19 contains 2063 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 3845 members 
Mstep: Class 22 contains 12805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28277534.000000 Penalty: 12285.726562
Iteration 32Q: 21 clusters Score -2.827753e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3707 members 
Mstep: Class 4 contains 61260 members 
Mstep: Class 5 contains 32303 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 7 contains 13468 members 
Mstep: Class 8 contains 17224 members 
Mstep: Class 9 contains 3910 members 
Mstep: Class 10 contains 16574 members 
Mstep: Class 11 contains 2417 members 
Mstep: Class 13 contains 3688 members 
Mstep: Class 14 contains 30001 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 16 contains 502987 members 
Mstep: Class 17 contains 6184 members 
Mstep: Class 18 contains 4608 members 
Mstep: Class 19 contains 2062 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 3918 members 
Mstep: Class 22 contains 12801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28277738.000000 Penalty: 12285.726562
Iteration 33Q: 21 clusters Score -2.827774e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3710 members 
Mstep: Class 4 contains 61315 members 
Mstep: Class 5 contains 32303 members 
Mstep: Class 6 contains 2866 members 
Mstep: Class 7 contains 13470 members 
Mstep: Class 8 contains 17582 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 16583 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 13 contains 3685 members 
Mstep: Class 14 contains 29933 members 
Mstep: Class 15 contains 1320 members 
Mstep: Class 16 contains 502364 members 
Mstep: Class 17 contains 6212 members 
Mstep: Class 18 contains 4732 members 
Mstep: Class 19 contains 2060 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 3987 members 
Mstep: Class 22 contains 12801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28277872.000000 Penalty: 12285.726562
Iteration 34Q: 21 clusters Score -2.827787e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3713 members 
Mstep: Class 4 contains 61375 members 
Mstep: Class 5 contains 32302 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 7 contains 13472 members 
Mstep: Class 8 contains 17868 members 
Mstep: Class 9 contains 3976 members 
Mstep: Class 10 contains 16586 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 13 contains 3685 members 
Mstep: Class 14 contains 29876 members 
Mstep: Class 15 contains 1322 members 
Mstep: Class 16 contains 501828 members 
Mstep: Class 17 contains 6229 members 
Mstep: Class 18 contains 4872 members 
Mstep: Class 19 contains 2059 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 4042 members 
Mstep: Class 22 contains 12804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28277980.000000 Penalty: 12285.726562
Iteration 35Q: 21 clusters Score -2.827798e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3715 members 
Mstep: Class 4 contains 61440 members 
Mstep: Class 5 contains 32302 members 
Mstep: Class 6 contains 2832 members 
Mstep: Class 7 contains 13472 members 
Mstep: Class 8 contains 18104 members 
Mstep: Class 9 contains 4006 members 
Mstep: Class 10 contains 16597 members 
Mstep: Class 11 contains 2427 members 
Mstep: Class 13 contains 3685 members 
Mstep: Class 14 contains 29824 members 
Mstep: Class 15 contains 1330 members 
Mstep: Class 16 contains 501366 members 
Mstep: Class 17 contains 6246 members 
Mstep: Class 18 contains 5013 members 
Mstep: Class 19 contains 2060 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 4065 members 
Mstep: Class 22 contains 12813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28278070.000000 Penalty: 12285.726562
Iteration 36Q: 21 clusters Score -2.827807e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 4 contains 61502 members 
Mstep: Class 5 contains 32302 members 
Mstep: Class 6 contains 2811 members 
Mstep: Class 7 contains 13472 members 
Mstep: Class 8 contains 18319 members 
Mstep: Class 9 contains 4028 members 
Mstep: Class 10 contains 16610 members 
Mstep: Class 11 contains 2426 members 
Mstep: Class 13 contains 3683 members 
Mstep: Class 14 contains 29789 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 500923 members 
Mstep: Class 17 contains 6254 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 2060 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 12827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28278124.000000 Penalty: 12285.726562
Iteration 37Q: 21 clusters Score -2.827812e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3729 members 
Mstep: Class 4 contains 61535 members 
Mstep: Class 5 contains 32302 members 
Mstep: Class 6 contains 2811 members 
Mstep: Class 7 contains 13472 members 
Mstep: Class 8 contains 18500 members 
Mstep: Class 9 contains 4043 members 
Mstep: Class 10 contains 16621 members 
Mstep: Class 11 contains 2419 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 29766 members 
Mstep: Class 15 contains 1333 members 
Mstep: Class 16 contains 500537 members 
Mstep: Class 17 contains 6255 members 
Mstep: Class 18 contains 5239 members 
Mstep: Class 19 contains 2060 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 4138 members 
Mstep: Class 22 contains 12858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28278302.000000 Penalty: 12285.726562
Iteration 38Q: 21 clusters Score -2.82783e+07 nChanged 842
Entering ConstructFrom: 
Score: -28278302.000000 Penalty: 12285.726562
Entering ConstructFrom: 
Trying to split cluster 1 (3616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Entering Unmasked Estep 
Score: -140573.671875 Penalty: 372.787140
	Iteration 0F: 2 clusters Score -140573.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -138153.218750 Penalty: 745.574280
	Iteration 0F: 3 clusters Score -138153.2 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -139291.265625 Penalty: 745.574280
	Iteration 1F: 3 clusters Score -139291.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -139580.625000 Penalty: 745.574280
	Iteration 2F: 3 clusters Score -139580.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -139806.515625 Penalty: 745.574280
	Iteration 3F: 3 clusters Score -139806.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -139995.593750 Penalty: 745.574280
	Iteration 4F: 3 clusters Score -139995.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -140126.390625 Penalty: 745.574280
	Iteration 5F: 3 clusters Score -140126.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -140206.875000 Penalty: 745.574280
	Iteration 6Q: 3 clusters Score -140206.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -140257.609375 Penalty: 745.574280
	Iteration 7Q: 3 clusters Score -140257.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -140287.671875 Penalty: 745.574280
	Iteration 8Q: 3 clusters Score -140287.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -140310.250000 Penalty: 745.574280
	Iteration 9Q: 3 clusters Score -140310.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -140332.625000 Penalty: 745.574280
	Iteration 10Q: 3 clusters Score -140332.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -140351.234375 Penalty: 745.574280
	Iteration 11Q: 3 clusters Score -140351.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -140365.703125 Penalty: 745.574280
	Iteration 12Q: 3 clusters Score -140365.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -140377.390625 Penalty: 745.574280
	Iteration 13Q: 3 clusters Score -140377.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -140387.609375 Penalty: 745.574280
	Iteration 14Q: 3 clusters Score -140387.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -140395.046875 Penalty: 745.574280
	Iteration 15Q: 3 clusters Score -140395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -140403.484375 Penalty: 745.574280
	Iteration 16Q: 3 clusters Score -140403.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -140408.078125 Penalty: 745.574280
	Iteration 17Q: 3 clusters Score -140408.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -140410.093750 Penalty: 745.574280
	Iteration 18Q: 3 clusters Score -140410.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -140411.578125 Penalty: 745.574280
	Iteration 19Q: 3 clusters Score -140411.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -140412.765625 Penalty: 745.574280
	Iteration 20F: 3 clusters Score -140412.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -140414.015625 Penalty: 745.574280
	Iteration 21Q: 3 clusters Score -140414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -140414.500000 Penalty: 745.574280
	Iteration 22Q: 3 clusters Score -140414.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -140415.171875 Penalty: 745.574280
	Iteration 23Q: 3 clusters Score -140415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -140415.265625 Penalty: 745.574280
	Iteration 24Q: 3 clusters Score -140415.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -140415.421875 Penalty: 745.574280
	Iteration 25Q: 3 clusters Score -140415.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -140415.421875 Penalty: 745.574280
	Iteration 26F: 3 clusters Score -140415.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Entering Unmasked Estep 
Score: -126347.210938 Penalty: 374.272583
	Iteration 0F: 2 clusters Score -126347.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -123804.851562 Penalty: 748.545166
	Iteration 0F: 3 clusters Score -123804.9 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -125184.984375 Penalty: 748.545166
	Iteration 1F: 3 clusters Score -125185 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -125915.945312 Penalty: 748.545166
	Iteration 2F: 3 clusters Score -125915.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -126554.773438 Penalty: 748.545166
	Iteration 3F: 3 clusters Score -126554.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -127008.703125 Penalty: 748.545166
	Iteration 4F: 3 clusters Score -127008.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -127267.398438 Penalty: 748.545166
	Iteration 5Q: 3 clusters Score -127267.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -127367.609375 Penalty: 748.545166
	Iteration 6Q: 3 clusters Score -127367.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -127415.296875 Penalty: 748.545166
	Iteration 7Q: 3 clusters Score -127415.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -127435.703125 Penalty: 748.545166
	Iteration 8Q: 3 clusters Score -127435.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -127445.921875 Penalty: 748.545166
	Iteration 9Q: 3 clusters Score -127445.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -127451.203125 Penalty: 748.545166
	Iteration 10Q: 3 clusters Score -127451.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -127453.484375 Penalty: 748.545166
	Iteration 11Q: 3 clusters Score -127453.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -127454.585938 Penalty: 748.545166
	Iteration 12Q: 3 clusters Score -127454.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -127455.281250 Penalty: 748.545166
	Iteration 13Q: 3 clusters Score -127455.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -127456.085938 Penalty: 748.545166
	Iteration 14Q: 3 clusters Score -127456.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -127456.406250 Penalty: 748.545166
	Iteration 15Q: 3 clusters Score -127456.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -127457.078125 Penalty: 748.545166
	Iteration 16Q: 3 clusters Score -127457.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -127457.140625 Penalty: 748.545166
	Iteration 17Q: 3 clusters Score -127457.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -127459.101562 Penalty: 748.545166
	Iteration 18F: 3 clusters Score -127459.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -127461.453125 Penalty: 748.545166
	Iteration 19Q: 3 clusters Score -127461.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -127463.945312 Penalty: 748.545166
	Iteration 20F: 3 clusters Score -127463.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -127466.812500 Penalty: 748.545166
	Iteration 21Q: 3 clusters Score -127466.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -127468.632812 Penalty: 748.545166
	Iteration 22Q: 3 clusters Score -127468.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -127468.781250 Penalty: 748.545166
	Iteration 23Q: 3 clusters Score -127468.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -127469.117188 Penalty: 748.545166
	Iteration 24Q: 3 clusters Score -127469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -127469.117188 Penalty: 748.545166
	Iteration 25F: 3 clusters Score -127469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 61568 members 
Mstep: Class 5 contains 32302 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 13472 members 
Mstep: Class 8 contains 18692 members 
Mstep: Class 9 contains 4063 members 
Mstep: Class 10 contains 16635 members 
Mstep: Class 11 contains 2398 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 29737 members 
Mstep: Class 15 contains 1334 members 
Mstep: Class 16 contains 500197 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 5303 members 
Mstep: Class 19 contains 2061 members 
Mstep: Class 20 contains 5024 members 
Mstep: Class 21 contains 4183 members 
Mstep: Class 22 contains 12888 members 
Entering Unmasked Estep 
Score: -28279310.000000 Penalty: 12900.012695
Splitting cluster 2 changes total score from -28278302.000000 to -28279310.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (61568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61568 members 
Entering Unmasked Estep 
Score: -2482361.750000 Penalty: 501.769348
	Iteration 0F: 2 clusters Score -2482362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -2440837.500000 Penalty: 1003.538696
	Iteration 0F: 3 clusters Score -2440838 nChanged 29968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -2458848.250000 Penalty: 1003.538696
	Iteration 1F: 3 clusters Score -2458848 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -2459618.500000 Penalty: 1003.538696
	Iteration 2Q: 3 clusters Score -2459618 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -2460720.000000 Penalty: 1003.538696
	Iteration 3Q: 3 clusters Score -2460720 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -2462442.500000 Penalty: 1003.538696
	Iteration 4F: 3 clusters Score -2462442 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -2465025.000000 Penalty: 1003.538696
	Iteration 5F: 3 clusters Score -2465025 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -2468175.000000 Penalty: 1003.538696
	Iteration 6F: 3 clusters Score -2468175 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -2471016.750000 Penalty: 1003.538696
	Iteration 7F: 3 clusters Score -2471017 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -2472859.000000 Penalty: 1003.538696
	Iteration 8Q: 3 clusters Score -2472859 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -2474058.500000 Penalty: 1003.538696
	Iteration 9Q: 3 clusters Score -2474058 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -2475035.750000 Penalty: 1003.538696
	Iteration 10Q: 3 clusters Score -2475036 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -2475917.000000 Penalty: 1003.538696
	Iteration 11Q: 3 clusters Score -2475917 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
Score: -2476791.500000 Penalty: 1003.538696
	Iteration 12Q: 3 clusters Score -2476792 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
Score: -2477709.000000 Penalty: 1003.538696
	Iteration 13Q: 3 clusters Score -2477709 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -2478656.750000 Penalty: 1003.538696
	Iteration 14Q: 3 clusters Score -2478657 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -2479490.000000 Penalty: 1003.538696
	Iteration 15Q: 3 clusters Score -2479490 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -2480227.000000 Penalty: 1003.538696
	Iteration 16Q: 3 clusters Score -2480227 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -2480819.750000 Penalty: 1003.538696
	Iteration 17Q: 3 clusters Score -2480820 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 60022 members 
Entering Unmasked Estep 
Score: -2481266.250000 Penalty: 1003.538696
	Iteration 18Q: 3 clusters Score -2481266 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 60447 members 
Entering Unmasked Estep 
Score: -2481549.500000 Penalty: 1003.538696
	Iteration 19Q: 3 clusters Score -2481550 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -2481764.000000 Penalty: 1003.538696
	Iteration 20F: 3 clusters Score -2481764 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -2481898.500000 Penalty: 1003.538696
	Iteration 21Q: 3 clusters Score -2481898 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 61024 members 
Entering Unmasked Estep 
Score: -2481978.500000 Penalty: 1003.538696
	Iteration 22Q: 3 clusters Score -2481978 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -2482030.000000 Penalty: 1003.538696
	Iteration 23Q: 3 clusters Score -2482030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 61099 members 
Entering Unmasked Estep 
Score: -2482065.750000 Penalty: 1003.538696
	Iteration 24Q: 3 clusters Score -2482066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -2482097.500000 Penalty: 1003.538696
	Iteration 25Q: 3 clusters Score -2482098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -2482122.500000 Penalty: 1003.538696
	Iteration 26Q: 3 clusters Score -2482122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -2482128.500000 Penalty: 1003.538696
	Iteration 27Q: 3 clusters Score -2482128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -2482129.000000 Penalty: 1003.538696
	Iteration 28Q: 3 clusters Score -2482129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 61111 members 
Entering Unmasked Estep 
Score: -2482130.750000 Penalty: 1003.538696
	Iteration 29Q: 3 clusters Score -2482131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 61109 members 
Entering Unmasked Estep 
Score: -2482135.000000 Penalty: 1003.538696
	Iteration 30Q: 3 clusters Score -2482135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 61110 members 
Entering Unmasked Estep 
Score: -2482139.250000 Penalty: 1003.538696
	Iteration 31Q: 3 clusters Score -2482139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -2482139.000000 Penalty: 1003.538696
	Iteration 32Q: 3 clusters Score -2482139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -2482144.250000 Penalty: 1003.538696
	Iteration 33Q: 3 clusters Score -2482144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 61123 members 
Entering Unmasked Estep 
Score: -2482151.750000 Penalty: 1003.538696
	Iteration 34Q: 3 clusters Score -2482152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 61123 members 
Entering Unmasked Estep 
Score: -2482153.750000 Penalty: 1003.538696
	Iteration 35Q: 3 clusters Score -2482154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
Score: -2482154.000000 Penalty: 1003.538696
	Iteration 36Q: 3 clusters Score -2482154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -2482155.000000 Penalty: 1003.538696
	Iteration 37Q: 3 clusters Score -2482155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 61124 members 
Entering Unmasked Estep 
Score: -2482155.500000 Penalty: 1003.538696
	Iteration 38Q: 3 clusters Score -2482156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 61132 members 
Entering Unmasked Estep 
Score: -2482159.000000 Penalty: 1003.538696
	Iteration 39Q: 3 clusters Score -2482159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -2482162.000000 Penalty: 1003.538696
	Iteration 40F: 3 clusters Score -2482162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -2482163.250000 Penalty: 1003.538696
	Iteration 41Q: 3 clusters Score -2482163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -2482162.750000 Penalty: 1003.538696
	Iteration 42Q: 3 clusters Score -2482163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -2482162.750000 Penalty: 1003.538696
	Iteration 43F: 3 clusters Score -2482163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (32302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Entering Unmasked Estep 
Score: -1221222.500000 Penalty: 472.421234
	Iteration 0F: 2 clusters Score -1221222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1199725.000000 Penalty: 944.842468
	Iteration 0F: 3 clusters Score -1199725 nChanged 15499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1209688.625000 Penalty: 944.842468
	Iteration 1F: 3 clusters Score -1209689 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -1211007.000000 Penalty: 944.842468
	Iteration 2F: 3 clusters Score -1211007 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1212629.875000 Penalty: 944.842468
	Iteration 3F: 3 clusters Score -1212630 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1214269.000000 Penalty: 944.842468
	Iteration 4F: 3 clusters Score -1214269 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1215749.750000 Penalty: 944.842468
	Iteration 5F: 3 clusters Score -1215750 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1216888.000000 Penalty: 944.842468
	Iteration 6F: 3 clusters Score -1216888 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1217785.875000 Penalty: 944.842468
	Iteration 7Q: 3 clusters Score -1217786 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1218475.250000 Penalty: 944.842468
	Iteration 8Q: 3 clusters Score -1218475 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1219057.250000 Penalty: 944.842468
	Iteration 9Q: 3 clusters Score -1219057 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1219526.375000 Penalty: 944.842468
	Iteration 10Q: 3 clusters Score -1219526 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1219900.375000 Penalty: 944.842468
	Iteration 11Q: 3 clusters Score -1219900 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1220173.250000 Penalty: 944.842468
	Iteration 12Q: 3 clusters Score -1220173 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1220380.875000 Penalty: 944.842468
	Iteration 13Q: 3 clusters Score -1220381 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1220551.375000 Penalty: 944.842468
	Iteration 14Q: 3 clusters Score -1220551 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1220694.750000 Penalty: 944.842468
	Iteration 15Q: 3 clusters Score -1220695 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1220812.625000 Penalty: 944.842468
	Iteration 16Q: 3 clusters Score -1220813 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1220896.875000 Penalty: 944.842468
	Iteration 17Q: 3 clusters Score -1220897 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1220965.500000 Penalty: 944.842468
	Iteration 18Q: 3 clusters Score -1220966 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1221027.500000 Penalty: 944.842468
	Iteration 19Q: 3 clusters Score -1221028 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1221083.375000 Penalty: 944.842468
	Iteration 20F: 3 clusters Score -1221083 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1221147.875000 Penalty: 944.842468
	Iteration 21Q: 3 clusters Score -1221148 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1221202.500000 Penalty: 944.842468
	Iteration 22Q: 3 clusters Score -1221202 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1221236.375000 Penalty: 944.842468
	Iteration 23Q: 3 clusters Score -1221236 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1221265.375000 Penalty: 944.842468
	Iteration 24Q: 3 clusters Score -1221265 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1221285.875000 Penalty: 944.842468
	Iteration 25Q: 3 clusters Score -1221286 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1221313.125000 Penalty: 944.842468
	Iteration 26Q: 3 clusters Score -1221313 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1221331.500000 Penalty: 944.842468
	Iteration 27Q: 3 clusters Score -1221332 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1221342.000000 Penalty: 944.842468
	Iteration 28Q: 3 clusters Score -1221342 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1221353.625000 Penalty: 944.842468
	Iteration 29Q: 3 clusters Score -1221354 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1221368.875000 Penalty: 944.842468
	Iteration 30Q: 3 clusters Score -1221369 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1221375.500000 Penalty: 944.842468
	Iteration 31Q: 3 clusters Score -1221376 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1221387.375000 Penalty: 944.842468
	Iteration 32Q: 3 clusters Score -1221387 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1221396.000000 Penalty: 944.842468
	Iteration 33Q: 3 clusters Score -1221396 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1221412.625000 Penalty: 944.842468
	Iteration 34Q: 3 clusters Score -1221413 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1221424.500000 Penalty: 944.842468
	Iteration 35Q: 3 clusters Score -1221424 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1221429.750000 Penalty: 944.842468
	Iteration 36Q: 3 clusters Score -1221430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1221432.750000 Penalty: 944.842468
	Iteration 37Q: 3 clusters Score -1221433 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1221435.875000 Penalty: 944.842468
	Iteration 38Q: 3 clusters Score -1221436 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1221440.000000 Penalty: 944.842468
	Iteration 39Q: 3 clusters Score -1221440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1221444.875000 Penalty: 944.842468
	Iteration 40F: 3 clusters Score -1221445 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1221449.500000 Penalty: 944.842468
	Iteration 41Q: 3 clusters Score -1221450 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1221452.250000 Penalty: 944.842468
	Iteration 42Q: 3 clusters Score -1221452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1221456.500000 Penalty: 944.842468
	Iteration 43Q: 3 clusters Score -1221456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1221460.125000 Penalty: 944.842468
	Iteration 44Q: 3 clusters Score -1221460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1221462.750000 Penalty: 944.842468
	Iteration 45Q: 3 clusters Score -1221463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1221462.000000 Penalty: 944.842468
	Iteration 46Q: 3 clusters Score -1221462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1221462.000000 Penalty: 944.842468
	Iteration 47Q: 3 clusters Score -1221462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1221465.500000 Penalty: 944.842468
	Iteration 48Q: 3 clusters Score -1221466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1221466.750000 Penalty: 944.842468
	Iteration 49Q: 3 clusters Score -1221467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1221468.125000 Penalty: 944.842468
	Iteration 50Q: 3 clusters Score -1221468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1221468.250000 Penalty: 944.842468
	Iteration 51Q: 3 clusters Score -1221468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1221475.125000 Penalty: 944.842468
	Iteration 52Q: 3 clusters Score -1221475 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1221477.500000 Penalty: 944.842468
	Iteration 53Q: 3 clusters Score -1221478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1221480.875000 Penalty: 944.842468
	Iteration 54Q: 3 clusters Score -1221481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1221480.625000 Penalty: 944.842468
	Iteration 55Q: 3 clusters Score -1221481 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1221488.000000 Penalty: 944.842468
	Iteration 56Q: 3 clusters Score -1221488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1221485.000000 Penalty: 944.842468
	Iteration 57Q: 3 clusters Score -1221485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1221485.625000 Penalty: 944.842468
	Iteration 58Q: 3 clusters Score -1221486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1221488.250000 Penalty: 944.842468
	Iteration 59Q: 3 clusters Score -1221488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1221491.500000 Penalty: 944.842468
	Iteration 60F: 3 clusters Score -1221492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1221491.250000 Penalty: 944.842468
	Iteration 61Q: 3 clusters Score -1221491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1221489.000000 Penalty: 944.842468
	Iteration 62Q: 3 clusters Score -1221489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1221492.250000 Penalty: 944.842468
	Iteration 63Q: 3 clusters Score -1221492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1221490.875000 Penalty: 944.842468
	Iteration 64Q: 3 clusters Score -1221491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1221489.000000 Penalty: 944.842468
	Iteration 65Q: 3 clusters Score -1221489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1221488.875000 Penalty: 944.842468
	Iteration 66Q: 3 clusters Score -1221489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1221488.750000 Penalty: 944.842468
	Iteration 67Q: 3 clusters Score -1221489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1221489.000000 Penalty: 944.842468
	Iteration 68Q: 3 clusters Score -1221489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1221489.000000 Penalty: 944.842468
	Iteration 69Q: 3 clusters Score -1221489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1221487.125000 Penalty: 944.842468
	Iteration 70Q: 3 clusters Score -1221487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1221486.500000 Penalty: 944.842468
	Iteration 71Q: 3 clusters Score -1221486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1221485.625000 Penalty: 944.842468
	Iteration 72Q: 3 clusters Score -1221486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1221486.500000 Penalty: 944.842468
	Iteration 73Q: 3 clusters Score -1221486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1221487.125000 Penalty: 944.842468
	Iteration 74Q: 3 clusters Score -1221487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1221487.375000 Penalty: 944.842468
	Iteration 75Q: 3 clusters Score -1221487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1221488.250000 Penalty: 944.842468
	Iteration 76Q: 3 clusters Score -1221488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1221488.000000 Penalty: 944.842468
	Iteration 77Q: 3 clusters Score -1221488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1221490.750000 Penalty: 944.842468
	Iteration 78Q: 3 clusters Score -1221491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1221492.375000 Penalty: 944.842468
	Iteration 79Q: 3 clusters Score -1221492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1221492.250000 Penalty: 944.842468
	Iteration 80F: 3 clusters Score -1221492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1221492.875000 Penalty: 944.842468
	Iteration 81Q: 3 clusters Score -1221493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1221495.625000 Penalty: 944.842468
	Iteration 82Q: 3 clusters Score -1221496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1221496.250000 Penalty: 944.842468
	Iteration 83Q: 3 clusters Score -1221496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1221494.875000 Penalty: 944.842468
	Iteration 84Q: 3 clusters Score -1221495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1221497.625000 Penalty: 944.842468
	Iteration 85Q: 3 clusters Score -1221498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1221498.125000 Penalty: 944.842468
	Iteration 86Q: 3 clusters Score -1221498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1221497.500000 Penalty: 944.842468
	Iteration 87Q: 3 clusters Score -1221498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1221497.375000 Penalty: 944.842468
	Iteration 88Q: 3 clusters Score -1221497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1221497.375000 Penalty: 944.842468
	Iteration 89F: 3 clusters Score -1221497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 61568 members 
Mstep: Class 5 contains 28126 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 13472 members 
Mstep: Class 8 contains 18692 members 
Mstep: Class 9 contains 4063 members 
Mstep: Class 10 contains 16635 members 
Mstep: Class 11 contains 2398 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 29737 members 
Mstep: Class 15 contains 1334 members 
Mstep: Class 16 contains 500197 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 5303 members 
Mstep: Class 19 contains 2061 members 
Mstep: Class 20 contains 5024 members 
Mstep: Class 21 contains 4183 members 
Mstep: Class 22 contains 12888 members 
Entering Unmasked Estep 
Score: -28279362.000000 Penalty: 13514.298828
Splitting cluster 5 changes total score from -28278302.000000 to -28279362.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 6 (2801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Entering Unmasked Estep 
Score: -107735.132812 Penalty: 361.166809
	Iteration 0F: 2 clusters Score -107735.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -105764.867188 Penalty: 722.333618
	Iteration 0F: 3 clusters Score -105764.9 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -106446.953125 Penalty: 722.333618
	Iteration 1F: 3 clusters Score -106447 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -106551.843750 Penalty: 722.333618
	Iteration 2F: 3 clusters Score -106551.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -106639.507812 Penalty: 722.333618
	Iteration 3F: 3 clusters Score -106639.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -106725.539062 Penalty: 722.333618
	Iteration 4F: 3 clusters Score -106725.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -106802.718750 Penalty: 722.333618
	Iteration 5Q: 3 clusters Score -106802.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -106884.710938 Penalty: 722.333618
	Iteration 6Q: 3 clusters Score -106884.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -106985.210938 Penalty: 722.333618
	Iteration 7Q: 3 clusters Score -106985.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -107080.617188 Penalty: 722.333618
	Iteration 8Q: 3 clusters Score -107080.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -107131.898438 Penalty: 722.333618
	Iteration 9Q: 3 clusters Score -107131.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -107171.046875 Penalty: 722.333618
	Iteration 10Q: 3 clusters Score -107171 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -107201.578125 Penalty: 722.333618
	Iteration 11Q: 3 clusters Score -107201.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -107221.453125 Penalty: 722.333618
	Iteration 12Q: 3 clusters Score -107221.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -107248.898438 Penalty: 722.333618
	Iteration 13Q: 3 clusters Score -107248.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -107265.593750 Penalty: 722.333618
	Iteration 14Q: 3 clusters Score -107265.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -107284.148438 Penalty: 722.333618
	Iteration 15Q: 3 clusters Score -107284.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -107303.484375 Penalty: 722.333618
	Iteration 16Q: 3 clusters Score -107303.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -107318.664062 Penalty: 722.333618
	Iteration 17Q: 3 clusters Score -107318.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -107336.789062 Penalty: 722.333618
	Iteration 18Q: 3 clusters Score -107336.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -107350.203125 Penalty: 722.333618
	Iteration 19Q: 3 clusters Score -107350.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -107363.507812 Penalty: 722.333618
	Iteration 20F: 3 clusters Score -107363.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -107380.492188 Penalty: 722.333618
	Iteration 21Q: 3 clusters Score -107380.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -107392.382812 Penalty: 722.333618
	Iteration 22Q: 3 clusters Score -107392.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -107404.421875 Penalty: 722.333618
	Iteration 23Q: 3 clusters Score -107404.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -107419.234375 Penalty: 722.333618
	Iteration 24Q: 3 clusters Score -107419.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -107430.523438 Penalty: 722.333618
	Iteration 25Q: 3 clusters Score -107430.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -107436.882812 Penalty: 722.333618
	Iteration 26Q: 3 clusters Score -107436.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -107442.914062 Penalty: 722.333618
	Iteration 27Q: 3 clusters Score -107442.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -107446.445312 Penalty: 722.333618
	Iteration 28Q: 3 clusters Score -107446.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -107449.039062 Penalty: 722.333618
	Iteration 29Q: 3 clusters Score -107449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -107450.210938 Penalty: 722.333618
	Iteration 30Q: 3 clusters Score -107450.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -107450.992188 Penalty: 722.333618
	Iteration 31Q: 3 clusters Score -107451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -107451.273438 Penalty: 722.333618
	Iteration 32Q: 3 clusters Score -107451.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -107451.359375 Penalty: 722.333618
	Iteration 33Q: 3 clusters Score -107451.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -107451.906250 Penalty: 722.333618
	Iteration 34Q: 3 clusters Score -107451.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -107452.078125 Penalty: 722.333618
	Iteration 35Q: 3 clusters Score -107452.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -107452.414062 Penalty: 722.333618
	Iteration 36Q: 3 clusters Score -107452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -107452.554688 Penalty: 722.333618
	Iteration 37Q: 3 clusters Score -107452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -107452.554688 Penalty: 722.333618
	Iteration 38F: 3 clusters Score -107452.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Entering Unmasked Estep 
Score: -515355.000000 Penalty: 432.630768
	Iteration 0F: 2 clusters Score -515355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -506383.250000 Penalty: 865.261536
	Iteration 0F: 3 clusters Score -506383.2 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -510758.312500 Penalty: 865.261536
	Iteration 1F: 3 clusters Score -510758.3 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -511604.062500 Penalty: 865.261536
	Iteration 2F: 3 clusters Score -511604.1 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -512482.687500 Penalty: 865.261536
	Iteration 3F: 3 clusters Score -512482.7 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -513226.218750 Penalty: 865.261536
	Iteration 4F: 3 clusters Score -513226.2 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -513838.187500 Penalty: 865.261536
	Iteration 5F: 3 clusters Score -513838.2 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -514318.062500 Penalty: 865.261536
	Iteration 6F: 3 clusters Score -514318.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -514690.281250 Penalty: 865.261536
	Iteration 7Q: 3 clusters Score -514690.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -514980.625000 Penalty: 865.261536
	Iteration 8Q: 3 clusters Score -514980.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -515252.281250 Penalty: 865.261536
	Iteration 9Q: 3 clusters Score -515252.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -515546.843750 Penalty: 865.261536
	Iteration 10Q: 3 clusters Score -515546.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -515867.062500 Penalty: 865.261536
	Iteration 11Q: 3 clusters Score -515867.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -516218.812500 Penalty: 865.261536
	Iteration 12Q: 3 clusters Score -516218.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -516627.531250 Penalty: 865.261536
	Iteration 13Q: 3 clusters Score -516627.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -516933.593750 Penalty: 865.261536
	Iteration 14Q: 3 clusters Score -516933.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -517035.562500 Penalty: 865.261536
	Iteration 15Q: 3 clusters Score -517035.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -517067.718750 Penalty: 865.261536
	Iteration 16Q: 3 clusters Score -517067.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -517075.468750 Penalty: 865.261536
	Iteration 17Q: 3 clusters Score -517075.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -517080.500000 Penalty: 865.261536
	Iteration 18Q: 3 clusters Score -517080.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -517085.062500 Penalty: 865.261536
	Iteration 19Q: 3 clusters Score -517085.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -517087.406250 Penalty: 865.261536
	Iteration 20F: 3 clusters Score -517087.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -517088.781250 Penalty: 865.261536
	Iteration 21Q: 3 clusters Score -517088.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -517087.812500 Penalty: 865.261536
	Iteration 22Q: 3 clusters Score -517087.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -517089.031250 Penalty: 865.261536
	Iteration 23Q: 3 clusters Score -517089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -517090.968750 Penalty: 865.261536
	Iteration 24Q: 3 clusters Score -517091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -517092.343750 Penalty: 865.261536
	Iteration 25Q: 3 clusters Score -517092.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -517093.437500 Penalty: 865.261536
	Iteration 26Q: 3 clusters Score -517093.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -517095.281250 Penalty: 865.261536
	Iteration 27Q: 3 clusters Score -517095.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -517095.781250 Penalty: 865.261536
	Iteration 28Q: 3 clusters Score -517095.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -517096.750000 Penalty: 865.261536
	Iteration 29Q: 3 clusters Score -517096.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -517097.250000 Penalty: 865.261536
	Iteration 30Q: 3 clusters Score -517097.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -517098.437500 Penalty: 865.261536
	Iteration 31Q: 3 clusters Score -517098.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -517098.500000 Penalty: 865.261536
	Iteration 32Q: 3 clusters Score -517098.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -517099.187500 Penalty: 865.261536
	Iteration 33Q: 3 clusters Score -517099.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -517099.968750 Penalty: 865.261536
	Iteration 34Q: 3 clusters Score -517100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -517100.218750 Penalty: 865.261536
	Iteration 35Q: 3 clusters Score -517100.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -517100.031250 Penalty: 865.261536
	Iteration 36Q: 3 clusters Score -517100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -517100.593750 Penalty: 865.261536
	Iteration 37Q: 3 clusters Score -517100.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -517100.468750 Penalty: 865.261536
	Iteration 38Q: 3 clusters Score -517100.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -517100.937500 Penalty: 865.261536
	Iteration 39Q: 3 clusters Score -517100.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -517100.625000 Penalty: 865.261536
	Iteration 40F: 3 clusters Score -517100.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -517100.125000 Penalty: 865.261536
	Iteration 41Q: 3 clusters Score -517100.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -517100.343750 Penalty: 865.261536
	Iteration 42Q: 3 clusters Score -517100.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -517100.343750 Penalty: 865.261536
	Iteration 43F: 3 clusters Score -517100.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 61568 members 
Mstep: Class 5 contains 28126 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 18692 members 
Mstep: Class 9 contains 4063 members 
Mstep: Class 10 contains 16635 members 
Mstep: Class 11 contains 2398 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 29737 members 
Mstep: Class 15 contains 1334 members 
Mstep: Class 16 contains 500197 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 5303 members 
Mstep: Class 19 contains 2061 members 
Mstep: Class 20 contains 5024 members 
Mstep: Class 21 contains 4183 members 
Mstep: Class 22 contains 12888 members 
Mstep: Class 23 contains 9924 members 
Entering Unmasked Estep 
Score: -28280890.000000 Penalty: 14128.584961
Splitting cluster 7 changes total score from -28278302.000000 to -28280890.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (18692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Entering Unmasked Estep 
Score: -781320.000000 Penalty: 447.531219
	Iteration 0F: 2 clusters Score -781320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -768944.375000 Penalty: 895.062439
	Iteration 0F: 3 clusters Score -768944.4 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -774147.187500 Penalty: 895.062439
	Iteration 1F: 3 clusters Score -774147.2 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -774824.312500 Penalty: 895.062439
	Iteration 2F: 3 clusters Score -774824.3 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -775889.687500 Penalty: 895.062439
	Iteration 3F: 3 clusters Score -775889.7 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -777474.500000 Penalty: 895.062439
	Iteration 4F: 3 clusters Score -777474.5 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -778941.937500 Penalty: 895.062439
	Iteration 5F: 3 clusters Score -778941.9 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -779737.500000 Penalty: 895.062439
	Iteration 6F: 3 clusters Score -779737.5 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -780137.375000 Penalty: 895.062439
	Iteration 7Q: 3 clusters Score -780137.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -780418.062500 Penalty: 895.062439
	Iteration 8Q: 3 clusters Score -780418.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -780628.750000 Penalty: 895.062439
	Iteration 9Q: 3 clusters Score -780628.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -780802.437500 Penalty: 895.062439
	Iteration 10Q: 3 clusters Score -780802.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -780941.625000 Penalty: 895.062439
	Iteration 11Q: 3 clusters Score -780941.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -781022.375000 Penalty: 895.062439
	Iteration 12Q: 3 clusters Score -781022.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -781064.875000 Penalty: 895.062439
	Iteration 13Q: 3 clusters Score -781064.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -781090.562500 Penalty: 895.062439
	Iteration 14Q: 3 clusters Score -781090.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -781106.875000 Penalty: 895.062439
	Iteration 15Q: 3 clusters Score -781106.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -781119.687500 Penalty: 895.062439
	Iteration 16Q: 3 clusters Score -781119.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -781127.562500 Penalty: 895.062439
	Iteration 17Q: 3 clusters Score -781127.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -781134.062500 Penalty: 895.062439
	Iteration 18Q: 3 clusters Score -781134.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -781139.312500 Penalty: 895.062439
	Iteration 19Q: 3 clusters Score -781139.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -781144.125000 Penalty: 895.062439
	Iteration 20F: 3 clusters Score -781144.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -781149.062500 Penalty: 895.062439
	Iteration 21Q: 3 clusters Score -781149.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -781153.125000 Penalty: 895.062439
	Iteration 22Q: 3 clusters Score -781153.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -781156.000000 Penalty: 895.062439
	Iteration 23Q: 3 clusters Score -781156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -781158.937500 Penalty: 895.062439
	Iteration 24Q: 3 clusters Score -781158.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -781161.062500 Penalty: 895.062439
	Iteration 25Q: 3 clusters Score -781161.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -781165.062500 Penalty: 895.062439
	Iteration 26Q: 3 clusters Score -781165.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -781169.437500 Penalty: 895.062439
	Iteration 27Q: 3 clusters Score -781169.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -781168.250000 Penalty: 895.062439
	Iteration 28Q: 3 clusters Score -781168.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -781170.562500 Penalty: 895.062439
	Iteration 29Q: 3 clusters Score -781170.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -781168.562500 Penalty: 895.062439
	Iteration 30Q: 3 clusters Score -781168.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -781169.687500 Penalty: 895.062439
	Iteration 31Q: 3 clusters Score -781169.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -781173.125000 Penalty: 895.062439
	Iteration 32Q: 3 clusters Score -781173.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -781173.125000 Penalty: 895.062439
	Iteration 33Q: 3 clusters Score -781173.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -781176.125000 Penalty: 895.062439
	Iteration 34Q: 3 clusters Score -781176.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -781176.500000 Penalty: 895.062439
	Iteration 35Q: 3 clusters Score -781176.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -781180.625000 Penalty: 895.062439
	Iteration 36Q: 3 clusters Score -781180.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -781179.875000 Penalty: 895.062439
	Iteration 37Q: 3 clusters Score -781179.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -781182.375000 Penalty: 895.062439
	Iteration 38Q: 3 clusters Score -781182.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -781183.000000 Penalty: 895.062439
	Iteration 39Q: 3 clusters Score -781183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -781182.812500 Penalty: 895.062439
	Iteration 40F: 3 clusters Score -781182.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -781183.500000 Penalty: 895.062439
	Iteration 41Q: 3 clusters Score -781183.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -781184.250000 Penalty: 895.062439
	Iteration 42Q: 3 clusters Score -781184.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -781185.125000 Penalty: 895.062439
	Iteration 43Q: 3 clusters Score -781185.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -781186.625000 Penalty: 895.062439
	Iteration 44Q: 3 clusters Score -781186.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -781186.375000 Penalty: 895.062439
	Iteration 45Q: 3 clusters Score -781186.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -781188.937500 Penalty: 895.062439
	Iteration 46Q: 3 clusters Score -781188.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -781187.875000 Penalty: 895.062439
	Iteration 47Q: 3 clusters Score -781187.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -781189.500000 Penalty: 895.062439
	Iteration 48Q: 3 clusters Score -781189.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -781190.437500 Penalty: 895.062439
	Iteration 49Q: 3 clusters Score -781190.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -781190.125000 Penalty: 895.062439
	Iteration 50Q: 3 clusters Score -781190.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -781191.125000 Penalty: 895.062439
	Iteration 51Q: 3 clusters Score -781191.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -781191.312500 Penalty: 895.062439
	Iteration 52Q: 3 clusters Score -781191.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -781193.875000 Penalty: 895.062439
	Iteration 53Q: 3 clusters Score -781193.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -781193.187500 Penalty: 895.062439
	Iteration 54Q: 3 clusters Score -781193.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -781193.562500 Penalty: 895.062439
	Iteration 55Q: 3 clusters Score -781193.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -781196.875000 Penalty: 895.062439
	Iteration 56Q: 3 clusters Score -781196.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -781199.750000 Penalty: 895.062439
	Iteration 57Q: 3 clusters Score -781199.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -781200.562500 Penalty: 895.062439
	Iteration 58Q: 3 clusters Score -781200.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -781203.125000 Penalty: 895.062439
	Iteration 59Q: 3 clusters Score -781203.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -781202.437500 Penalty: 895.062439
	Iteration 60F: 3 clusters Score -781202.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -781201.187500 Penalty: 895.062439
	Iteration 61Q: 3 clusters Score -781201.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -781202.250000 Penalty: 895.062439
	Iteration 62Q: 3 clusters Score -781202.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -781205.312500 Penalty: 895.062439
	Iteration 63Q: 3 clusters Score -781205.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -781204.437500 Penalty: 895.062439
	Iteration 64Q: 3 clusters Score -781204.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -781205.500000 Penalty: 895.062439
	Iteration 65Q: 3 clusters Score -781205.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -781205.000000 Penalty: 895.062439
	Iteration 66Q: 3 clusters Score -781205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -781204.312500 Penalty: 895.062439
	Iteration 67Q: 3 clusters Score -781204.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -781208.875000 Penalty: 895.062439
	Iteration 68Q: 3 clusters Score -781208.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -781209.812500 Penalty: 895.062439
	Iteration 69Q: 3 clusters Score -781209.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -781212.500000 Penalty: 895.062439
	Iteration 70Q: 3 clusters Score -781212.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -781213.875000 Penalty: 895.062439
	Iteration 71Q: 3 clusters Score -781213.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -781211.000000 Penalty: 895.062439
	Iteration 72Q: 3 clusters Score -781211 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -781214.125000 Penalty: 895.062439
	Iteration 73Q: 3 clusters Score -781214.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -781216.625000 Penalty: 895.062439
	Iteration 74Q: 3 clusters Score -781216.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -781224.312500 Penalty: 895.062439
	Iteration 75Q: 3 clusters Score -781224.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -781224.687500 Penalty: 895.062439
	Iteration 76Q: 3 clusters Score -781224.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -781228.062500 Penalty: 895.062439
	Iteration 77Q: 3 clusters Score -781228.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -781230.687500 Penalty: 895.062439
	Iteration 78Q: 3 clusters Score -781230.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -781233.875000 Penalty: 895.062439
	Iteration 79Q: 3 clusters Score -781233.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -781236.937500 Penalty: 895.062439
	Iteration 80F: 3 clusters Score -781236.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -781240.125000 Penalty: 895.062439
	Iteration 81Q: 3 clusters Score -781240.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -781238.875000 Penalty: 895.062439
	Iteration 82Q: 3 clusters Score -781238.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -781243.625000 Penalty: 895.062439
	Iteration 83Q: 3 clusters Score -781243.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -781240.812500 Penalty: 895.062439
	Iteration 84Q: 3 clusters Score -781240.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -781240.187500 Penalty: 895.062439
	Iteration 85Q: 3 clusters Score -781240.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -781242.875000 Penalty: 895.062439
	Iteration 86Q: 3 clusters Score -781242.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -781244.500000 Penalty: 895.062439
	Iteration 87Q: 3 clusters Score -781244.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -781244.312500 Penalty: 895.062439
	Iteration 88Q: 3 clusters Score -781244.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -781247.125000 Penalty: 895.062439
	Iteration 89Q: 3 clusters Score -781247.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -781247.750000 Penalty: 895.062439
	Iteration 90Q: 3 clusters Score -781247.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -781248.812500 Penalty: 895.062439
	Iteration 91Q: 3 clusters Score -781248.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -781247.750000 Penalty: 895.062439
	Iteration 92Q: 3 clusters Score -781247.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -781248.750000 Penalty: 895.062439
	Iteration 93Q: 3 clusters Score -781248.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -781249.562500 Penalty: 895.062439
	Iteration 94Q: 3 clusters Score -781249.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -781248.562500 Penalty: 895.062439
	Iteration 95Q: 3 clusters Score -781248.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -781248.875000 Penalty: 895.062439
	Iteration 96Q: 3 clusters Score -781248.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -781248.625000 Penalty: 895.062439
	Iteration 97Q: 3 clusters Score -781248.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -781249.000000 Penalty: 895.062439
	Iteration 98Q: 3 clusters Score -781249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -781250.187500 Penalty: 895.062439
	Iteration 99Q: 3 clusters Score -781250.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -781251.125000 Penalty: 895.062439
	Iteration 100F: 3 clusters Score -781251.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -781250.937500 Penalty: 895.062439
	Iteration 101Q: 3 clusters Score -781250.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -781250.500000 Penalty: 895.062439
	Iteration 102Q: 3 clusters Score -781250.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -781250.500000 Penalty: 895.062439
	Iteration 103F: 3 clusters Score -781250.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Entering Unmasked Estep 
Score: -129059.218750 Penalty: 378.090302
	Iteration 0F: 2 clusters Score -129059.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -126368.718750 Penalty: 756.180603
	Iteration 0F: 3 clusters Score -126368.7 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -128305.046875 Penalty: 756.180603
	Iteration 1F: 3 clusters Score -128305 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -129034.242188 Penalty: 756.180603
	Iteration 2F: 3 clusters Score -129034.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -129445.789062 Penalty: 756.180603
	Iteration 3F: 3 clusters Score -129445.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -129606.148438 Penalty: 756.180603
	Iteration 4F: 3 clusters Score -129606.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -129667.523438 Penalty: 756.180603
	Iteration 5Q: 3 clusters Score -129667.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -129708.867188 Penalty: 756.180603
	Iteration 6Q: 3 clusters Score -129708.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -129737.664062 Penalty: 756.180603
	Iteration 7Q: 3 clusters Score -129737.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -129769.609375 Penalty: 756.180603
	Iteration 8Q: 3 clusters Score -129769.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -129817.390625 Penalty: 756.180603
	Iteration 9Q: 3 clusters Score -129817.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -129849.164062 Penalty: 756.180603
	Iteration 10Q: 3 clusters Score -129849.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -129862.835938 Penalty: 756.180603
	Iteration 11Q: 3 clusters Score -129862.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -129868.796875 Penalty: 756.180603
	Iteration 12Q: 3 clusters Score -129868.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -129874.906250 Penalty: 756.180603
	Iteration 13Q: 3 clusters Score -129874.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -129882.984375 Penalty: 756.180603
	Iteration 14Q: 3 clusters Score -129883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -129892.414062 Penalty: 756.180603
	Iteration 15Q: 3 clusters Score -129892.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -129895.328125 Penalty: 756.180603
	Iteration 16Q: 3 clusters Score -129895.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -129899.781250 Penalty: 756.180603
	Iteration 17Q: 3 clusters Score -129899.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -129901.507812 Penalty: 756.180603
	Iteration 18Q: 3 clusters Score -129901.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -129904.929688 Penalty: 756.180603
	Iteration 19Q: 3 clusters Score -129904.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -129911.601562 Penalty: 756.180603
	Iteration 20F: 3 clusters Score -129911.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -129927.820312 Penalty: 756.180603
	Iteration 21Q: 3 clusters Score -129927.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -129940.968750 Penalty: 756.180603
	Iteration 22Q: 3 clusters Score -129941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -129951.054688 Penalty: 756.180603
	Iteration 23Q: 3 clusters Score -129951.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -129954.968750 Penalty: 756.180603
	Iteration 24Q: 3 clusters Score -129955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -129955.882812 Penalty: 756.180603
	Iteration 25Q: 3 clusters Score -129955.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -129956.210938 Penalty: 756.180603
	Iteration 26Q: 3 clusters Score -129956.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -129957.726562 Penalty: 756.180603
	Iteration 27F: 3 clusters Score -129957.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -129958.039062 Penalty: 756.180603
	Iteration 28Q: 3 clusters Score -129958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -129958.039062 Penalty: 756.180603
	Iteration 29F: 3 clusters Score -129958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 61568 members 
Mstep: Class 5 contains 28126 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 18692 members 
Mstep: Class 9 contains 252 members 
Mstep: Class 10 contains 16635 members 
Mstep: Class 11 contains 2398 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 29737 members 
Mstep: Class 15 contains 1334 members 
Mstep: Class 16 contains 500197 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 5303 members 
Mstep: Class 19 contains 2061 members 
Mstep: Class 20 contains 5024 members 
Mstep: Class 21 contains 4183 members 
Mstep: Class 22 contains 12888 members 
Mstep: Class 23 contains 9924 members 
Mstep: Class 24 contains 3811 members 
Entering Unmasked Estep 
Score: -28281538.000000 Penalty: 14742.872070
Splitting cluster 9 changes total score from -28278302.000000 to -28281538.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (16635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Entering Unmasked Estep 
Score: -631710.875000 Penalty: 442.226501
	Iteration 0F: 2 clusters Score -631710.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -620746.187500 Penalty: 884.453003
	Iteration 0F: 3 clusters Score -620746.2 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -626125.500000 Penalty: 884.453003
	Iteration 1F: 3 clusters Score -626125.5 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -626804.937500 Penalty: 884.453003
	Iteration 2F: 3 clusters Score -626804.9 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -627625.437500 Penalty: 884.453003
	Iteration 3F: 3 clusters Score -627625.4 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -628710.250000 Penalty: 884.453003
	Iteration 4F: 3 clusters Score -628710.2 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -629995.750000 Penalty: 884.453003
	Iteration 5F: 3 clusters Score -629995.8 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -631113.187500 Penalty: 884.453003
	Iteration 6F: 3 clusters Score -631113.2 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -631868.937500 Penalty: 884.453003
	Iteration 7F: 3 clusters Score -631868.9 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -632399.937500 Penalty: 884.453003
	Iteration 8Q: 3 clusters Score -632399.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -632886.125000 Penalty: 884.453003
	Iteration 9Q: 3 clusters Score -632886.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -633362.250000 Penalty: 884.453003
	Iteration 10Q: 3 clusters Score -633362.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -633692.562500 Penalty: 884.453003
	Iteration 11Q: 3 clusters Score -633692.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -633931.062500 Penalty: 884.453003
	Iteration 12Q: 3 clusters Score -633931.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -634106.875000 Penalty: 884.453003
	Iteration 13Q: 3 clusters Score -634106.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -634213.312500 Penalty: 884.453003
	Iteration 14Q: 3 clusters Score -634213.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -634271.187500 Penalty: 884.453003
	Iteration 15Q: 3 clusters Score -634271.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -634313.625000 Penalty: 884.453003
	Iteration 16Q: 3 clusters Score -634313.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -634347.500000 Penalty: 884.453003
	Iteration 17Q: 3 clusters Score -634347.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -634374.812500 Penalty: 884.453003
	Iteration 18Q: 3 clusters Score -634374.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -634392.000000 Penalty: 884.453003
	Iteration 19Q: 3 clusters Score -634392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -634400.125000 Penalty: 884.453003
	Iteration 20F: 3 clusters Score -634400.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -634402.625000 Penalty: 884.453003
	Iteration 21Q: 3 clusters Score -634402.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -634404.062500 Penalty: 884.453003
	Iteration 22Q: 3 clusters Score -634404.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -634406.750000 Penalty: 884.453003
	Iteration 23Q: 3 clusters Score -634406.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -634407.812500 Penalty: 884.453003
	Iteration 24Q: 3 clusters Score -634407.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -634408.875000 Penalty: 884.453003
	Iteration 25Q: 3 clusters Score -634408.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -634409.312500 Penalty: 884.453003
	Iteration 26Q: 3 clusters Score -634409.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -634409.687500 Penalty: 884.453003
	Iteration 27Q: 3 clusters Score -634409.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -634410.500000 Penalty: 884.453003
	Iteration 28Q: 3 clusters Score -634410.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -634410.250000 Penalty: 884.453003
	Iteration 29Q: 3 clusters Score -634410.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -634410.500000 Penalty: 884.453003
	Iteration 30Q: 3 clusters Score -634410.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -634410.500000 Penalty: 884.453003
	Iteration 31F: 3 clusters Score -634410.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 61568 members 
Mstep: Class 5 contains 28126 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 18692 members 
Mstep: Class 9 contains 252 members 
Mstep: Class 10 contains 3498 members 
Mstep: Class 11 contains 2398 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 29737 members 
Mstep: Class 15 contains 1334 members 
Mstep: Class 16 contains 500197 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 5303 members 
Mstep: Class 19 contains 2061 members 
Mstep: Class 20 contains 5024 members 
Mstep: Class 21 contains 4183 members 
Mstep: Class 22 contains 12888 members 
Mstep: Class 23 contains 9924 members 
Mstep: Class 24 contains 3811 members 
Mstep: Class 25 contains 13137 members 
Entering Unmasked Estep 
Score: -28284008.000000 Penalty: 15357.158203
Splitting cluster 10 changes total score from -28278302.000000 to -28284008.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (2398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Entering Unmasked Estep 
Score: -96686.546875 Penalty: 354.098755
	Iteration 0F: 2 clusters Score -96686.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -94959.062500 Penalty: 708.197510
	Iteration 0F: 3 clusters Score -94959.06 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -95740.156250 Penalty: 708.197510
	Iteration 1F: 3 clusters Score -95740.16 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -95916.617188 Penalty: 708.197510
	Iteration 2F: 3 clusters Score -95916.62 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -96040.484375 Penalty: 708.197510
	Iteration 3F: 3 clusters Score -96040.48 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -96140.406250 Penalty: 708.197510
	Iteration 4F: 3 clusters Score -96140.41 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -96212.671875 Penalty: 708.197510
	Iteration 5Q: 3 clusters Score -96212.67 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -96247.156250 Penalty: 708.197510
	Iteration 6Q: 3 clusters Score -96247.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -96264.007812 Penalty: 708.197510
	Iteration 7Q: 3 clusters Score -96264.01 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -96280.710938 Penalty: 708.197510
	Iteration 8Q: 3 clusters Score -96280.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -96290.757812 Penalty: 708.197510
	Iteration 9Q: 3 clusters Score -96290.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -96298.000000 Penalty: 708.197510
	Iteration 10Q: 3 clusters Score -96298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -96303.062500 Penalty: 708.197510
	Iteration 11Q: 3 clusters Score -96303.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -96308.289062 Penalty: 708.197510
	Iteration 12Q: 3 clusters Score -96308.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -96312.140625 Penalty: 708.197510
	Iteration 13Q: 3 clusters Score -96312.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -96314.882812 Penalty: 708.197510
	Iteration 14Q: 3 clusters Score -96314.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -96317.101562 Penalty: 708.197510
	Iteration 15Q: 3 clusters Score -96317.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -96318.085938 Penalty: 708.197510
	Iteration 16Q: 3 clusters Score -96318.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -96319.476562 Penalty: 708.197510
	Iteration 17Q: 3 clusters Score -96319.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -96320.703125 Penalty: 708.197510
	Iteration 18Q: 3 clusters Score -96320.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -96321.898438 Penalty: 708.197510
	Iteration 19Q: 3 clusters Score -96321.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -96322.648438 Penalty: 708.197510
	Iteration 20F: 3 clusters Score -96322.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -96322.843750 Penalty: 708.197510
	Iteration 21Q: 3 clusters Score -96322.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -96322.875000 Penalty: 708.197510
	Iteration 22Q: 3 clusters Score -96322.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -96323.031250 Penalty: 708.197510
	Iteration 23Q: 3 clusters Score -96323.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -96323.031250 Penalty: 708.197510
	Iteration 24F: 3 clusters Score -96323.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Entering Unmasked Estep 
Score: -145473.328125 Penalty: 373.548279
	Iteration 0F: 2 clusters Score -145473.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -143002.062500 Penalty: 747.096558
	Iteration 0F: 3 clusters Score -143002.1 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -144415.187500 Penalty: 747.096558
	Iteration 1F: 3 clusters Score -144415.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -144827.984375 Penalty: 747.096558
	Iteration 2F: 3 clusters Score -144828 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -145153.765625 Penalty: 747.096558
	Iteration 3F: 3 clusters Score -145153.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -145360.234375 Penalty: 747.096558
	Iteration 4F: 3 clusters Score -145360.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -145448.703125 Penalty: 747.096558
	Iteration 5Q: 3 clusters Score -145448.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -145474.406250 Penalty: 747.096558
	Iteration 6Q: 3 clusters Score -145474.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -145484.093750 Penalty: 747.096558
	Iteration 7Q: 3 clusters Score -145484.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -145490.906250 Penalty: 747.096558
	Iteration 8Q: 3 clusters Score -145490.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -145494.937500 Penalty: 747.096558
	Iteration 9Q: 3 clusters Score -145494.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -145497.546875 Penalty: 747.096558
	Iteration 10Q: 3 clusters Score -145497.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -145500.703125 Penalty: 747.096558
	Iteration 11Q: 3 clusters Score -145500.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -145505.562500 Penalty: 747.096558
	Iteration 12Q: 3 clusters Score -145505.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -145509.671875 Penalty: 747.096558
	Iteration 13Q: 3 clusters Score -145509.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -145511.718750 Penalty: 747.096558
	Iteration 14Q: 3 clusters Score -145511.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -145512.875000 Penalty: 747.096558
	Iteration 15Q: 3 clusters Score -145512.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -145514.203125 Penalty: 747.096558
	Iteration 16Q: 3 clusters Score -145514.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -145515.781250 Penalty: 747.096558
	Iteration 17Q: 3 clusters Score -145515.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -145517.640625 Penalty: 747.096558
	Iteration 18Q: 3 clusters Score -145517.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -145518.968750 Penalty: 747.096558
	Iteration 19Q: 3 clusters Score -145519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -145520.625000 Penalty: 747.096558
	Iteration 20F: 3 clusters Score -145520.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -145522.359375 Penalty: 747.096558
	Iteration 21Q: 3 clusters Score -145522.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -145523.765625 Penalty: 747.096558
	Iteration 22Q: 3 clusters Score -145523.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -145524.125000 Penalty: 747.096558
	Iteration 23Q: 3 clusters Score -145524.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -145524.968750 Penalty: 747.096558
	Iteration 24Q: 3 clusters Score -145525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -145525.171875 Penalty: 747.096558
	Iteration 25Q: 3 clusters Score -145525.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -145525.296875 Penalty: 747.096558
	Iteration 26Q: 3 clusters Score -145525.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -145525.296875 Penalty: 747.096558
	Iteration 27F: 3 clusters Score -145525.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 61568 members 
Mstep: Class 5 contains 28126 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 18692 members 
Mstep: Class 9 contains 252 members 
Mstep: Class 10 contains 3498 members 
Mstep: Class 11 contains 2398 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 2292 members 
Mstep: Class 14 contains 29737 members 
Mstep: Class 15 contains 1334 members 
Mstep: Class 16 contains 500197 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 5303 members 
Mstep: Class 19 contains 2061 members 
Mstep: Class 20 contains 5024 members 
Mstep: Class 21 contains 4183 members 
Mstep: Class 22 contains 12888 members 
Mstep: Class 23 contains 9924 members 
Mstep: Class 24 contains 3811 members 
Mstep: Class 25 contains 13137 members 
Mstep: Class 26 contains 1385 members 
Entering Unmasked Estep 
Score: -28283848.000000 Penalty: 15971.444336
Splitting cluster 13 changes total score from -28278302.000000 to -28283848.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (29737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Entering Unmasked Estep 
Score: -1209069.250000 Penalty: 468.656677
	Iteration 0F: 2 clusters Score -1209069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1189041.250000 Penalty: 937.313354
	Iteration 0F: 3 clusters Score -1189041 nChanged 14280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -1197361.750000 Penalty: 937.313354
	Iteration 1F: 3 clusters Score -1197362 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -1197917.125000 Penalty: 937.313354
	Iteration 2Q: 3 clusters Score -1197917 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -1198719.625000 Penalty: 937.313354
	Iteration 3F: 3 clusters Score -1198720 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -1199914.000000 Penalty: 937.313354
	Iteration 4F: 3 clusters Score -1199914 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -1201677.500000 Penalty: 937.313354
	Iteration 5F: 3 clusters Score -1201678 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -1203830.000000 Penalty: 937.313354
	Iteration 6F: 3 clusters Score -1203830 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -1206059.875000 Penalty: 937.313354
	Iteration 7F: 3 clusters Score -1206060 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -1207561.125000 Penalty: 937.313354
	Iteration 8F: 3 clusters Score -1207561 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -1208295.250000 Penalty: 937.313354
	Iteration 9Q: 3 clusters Score -1208295 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -1208538.750000 Penalty: 937.313354
	Iteration 10Q: 3 clusters Score -1208539 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -1208621.375000 Penalty: 937.313354
	Iteration 11Q: 3 clusters Score -1208621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -1208649.750000 Penalty: 937.313354
	Iteration 12Q: 3 clusters Score -1208650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -1208662.000000 Penalty: 937.313354
	Iteration 13Q: 3 clusters Score -1208662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -1208667.250000 Penalty: 937.313354
	Iteration 14Q: 3 clusters Score -1208667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -1208668.375000 Penalty: 937.313354
	Iteration 15Q: 3 clusters Score -1208668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -1208668.375000 Penalty: 937.313354
	Iteration 16F: 3 clusters Score -1208668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -52399.164062 Penalty: 327.415131
	Iteration 0F: 2 clusters Score -52399.16 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 678 members 
Entering Unmasked Estep 
Score: -51396.519531 Penalty: 654.830261
	Iteration 0F: 3 clusters Score -51396.52 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -51783.664062 Penalty: 654.830261
	Iteration 1F: 3 clusters Score -51783.66 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -51868.007812 Penalty: 654.830261
	Iteration 2F: 3 clusters Score -51868.01 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -51904.269531 Penalty: 654.830261
	Iteration 3F: 3 clusters Score -51904.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -51934.089844 Penalty: 654.830261
	Iteration 4Q: 3 clusters Score -51934.09 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -51968.078125 Penalty: 654.830261
	Iteration 5Q: 3 clusters Score -51968.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -51996.683594 Penalty: 654.830261
	Iteration 6Q: 3 clusters Score -51996.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -52011.671875 Penalty: 654.830261
	Iteration 7Q: 3 clusters Score -52011.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -52019.062500 Penalty: 654.830261
	Iteration 8Q: 3 clusters Score -52019.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -52025.269531 Penalty: 654.830261
	Iteration 9Q: 3 clusters Score -52025.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -52028.550781 Penalty: 654.830261
	Iteration 10Q: 3 clusters Score -52028.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -52030.605469 Penalty: 654.830261
	Iteration 11Q: 3 clusters Score -52030.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -52031.503906 Penalty: 654.830261
	Iteration 12Q: 3 clusters Score -52031.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -52032.519531 Penalty: 654.830261
	Iteration 13Q: 3 clusters Score -52032.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -52033.636719 Penalty: 654.830261
	Iteration 14Q: 3 clusters Score -52033.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -52034.730469 Penalty: 654.830261
	Iteration 15Q: 3 clusters Score -52034.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -52036.000000 Penalty: 654.830261
	Iteration 16Q: 3 clusters Score -52036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -52037.308594 Penalty: 654.830261
	Iteration 17Q: 3 clusters Score -52037.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -52038.074219 Penalty: 654.830261
	Iteration 18Q: 3 clusters Score -52038.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -52038.550781 Penalty: 654.830261
	Iteration 19Q: 3 clusters Score -52038.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -52038.734375 Penalty: 654.830261
	Iteration 20F: 3 clusters Score -52038.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -52040.457031 Penalty: 654.830261
	Iteration 21Q: 3 clusters Score -52040.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -52043.296875 Penalty: 654.830261
	Iteration 22Q: 3 clusters Score -52043.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -52044.593750 Penalty: 654.830261
	Iteration 23Q: 3 clusters Score -52044.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -52044.847656 Penalty: 654.830261
	Iteration 24Q: 3 clusters Score -52044.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -52044.847656 Penalty: 654.830261
	Iteration 25F: 3 clusters Score -52044.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (500197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500197 members 
Entering Unmasked Estep 
Score: -20272370.000000 Penalty: 597.085449
	Iteration 0F: 2 clusters Score -2.027237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250457 members 
Mstep: Class 2 contains 249740 members 
Entering Unmasked Estep 
Score: -19932758.000000 Penalty: 1194.170898
	Iteration 0F: 3 clusters Score -1.993276e+07 nChanged 247361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269558 members 
Mstep: Class 2 contains 230639 members 
Entering Unmasked Estep 
Score: -20094974.000000 Penalty: 1194.170898
	Iteration 1F: 3 clusters Score -2.009497e+07 nChanged 26226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282230 members 
Mstep: Class 2 contains 217967 members 
Entering Unmasked Estep 
Score: -20108400.000000 Penalty: 1194.170898
	Iteration 2F: 3 clusters Score -2.01084e+07 nChanged 30848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300028 members 
Mstep: Class 2 contains 200169 members 
Entering Unmasked Estep 
Score: -20128036.000000 Penalty: 1194.170898
	Iteration 3F: 3 clusters Score -2.012804e+07 nChanged 32714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320442 members 
Mstep: Class 2 contains 179755 members 
Entering Unmasked Estep 
Score: -20153532.000000 Penalty: 1194.170898
	Iteration 4F: 3 clusters Score -2.015353e+07 nChanged 31330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339644 members 
Mstep: Class 2 contains 160553 members 
Entering Unmasked Estep 
Score: -20182898.000000 Penalty: 1194.170898
	Iteration 5F: 3 clusters Score -2.01829e+07 nChanged 26648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353506 members 
Mstep: Class 2 contains 146691 members 
Entering Unmasked Estep 
Score: -20206012.000000 Penalty: 1194.170898
	Iteration 6F: 3 clusters Score -2.020601e+07 nChanged 19802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362816 members 
Mstep: Class 2 contains 137381 members 
Entering Unmasked Estep 
Score: -20217092.000000 Penalty: 1194.170898
	Iteration 7Q: 3 clusters Score -2.021709e+07 nChanged 13061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370349 members 
Mstep: Class 2 contains 129848 members 
Entering Unmasked Estep 
Score: -20221746.000000 Penalty: 1194.170898
	Iteration 8Q: 3 clusters Score -2.022175e+07 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377532 members 
Mstep: Class 2 contains 122665 members 
Entering Unmasked Estep 
Score: -20225042.000000 Penalty: 1194.170898
	Iteration 9Q: 3 clusters Score -2.022504e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384987 members 
Mstep: Class 2 contains 115210 members 
Entering Unmasked Estep 
Score: -20227624.000000 Penalty: 1194.170898
	Iteration 10Q: 3 clusters Score -2.022762e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392474 members 
Mstep: Class 2 contains 107723 members 
Entering Unmasked Estep 
Score: -20229860.000000 Penalty: 1194.170898
	Iteration 11Q: 3 clusters Score -2.022986e+07 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400190 members 
Mstep: Class 2 contains 100007 members 
Entering Unmasked Estep 
Score: -20232096.000000 Penalty: 1194.170898
	Iteration 12Q: 3 clusters Score -2.02321e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408029 members 
Mstep: Class 2 contains 92168 members 
Entering Unmasked Estep 
Score: -20234308.000000 Penalty: 1194.170898
	Iteration 13Q: 3 clusters Score -2.023431e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416071 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -20236666.000000 Penalty: 1194.170898
	Iteration 14Q: 3 clusters Score -2.023667e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424138 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -20238864.000000 Penalty: 1194.170898
	Iteration 15Q: 3 clusters Score -2.023886e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432359 members 
Mstep: Class 2 contains 67838 members 
Entering Unmasked Estep 
Score: -20241610.000000 Penalty: 1194.170898
	Iteration 16Q: 3 clusters Score -2.024161e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440732 members 
Mstep: Class 2 contains 59465 members 
Entering Unmasked Estep 
Score: -20244256.000000 Penalty: 1194.170898
	Iteration 17Q: 3 clusters Score -2.024426e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449114 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -20247366.000000 Penalty: 1194.170898
	Iteration 18Q: 3 clusters Score -2.024737e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457304 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -20250580.000000 Penalty: 1194.170898
	Iteration 19Q: 3 clusters Score -2.025058e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465024 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -20254184.000000 Penalty: 1194.170898
	Iteration 20F: 3 clusters Score -2.025418e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472241 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -20257358.000000 Penalty: 1194.170898
	Iteration 21Q: 3 clusters Score -2.025736e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478574 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -20260578.000000 Penalty: 1194.170898
	Iteration 22Q: 3 clusters Score -2.026058e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483907 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -20263318.000000 Penalty: 1194.170898
	Iteration 23Q: 3 clusters Score -2.026332e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488276 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -20265832.000000 Penalty: 1194.170898
	Iteration 24Q: 3 clusters Score -2.026583e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491681 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -20267806.000000 Penalty: 1194.170898
	Iteration 25Q: 3 clusters Score -2.026781e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494185 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -20269308.000000 Penalty: 1194.170898
	Iteration 26Q: 3 clusters Score -2.026931e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495912 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -20270312.000000 Penalty: 1194.170898
	Iteration 27Q: 3 clusters Score -2.027031e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496994 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -20270962.000000 Penalty: 1194.170898
	Iteration 28Q: 3 clusters Score -2.027096e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497680 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -20271288.000000 Penalty: 1194.170898
	Iteration 29Q: 3 clusters Score -2.027129e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498109 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -20271590.000000 Penalty: 1194.170898
	Iteration 30Q: 3 clusters Score -2.027159e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498366 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -20271724.000000 Penalty: 1194.170898
	Iteration 31Q: 3 clusters Score -2.027172e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498534 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -20271850.000000 Penalty: 1194.170898
	Iteration 32Q: 3 clusters Score -2.027185e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498655 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -20271936.000000 Penalty: 1194.170898
	Iteration 33Q: 3 clusters Score -2.027194e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498732 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -20271954.000000 Penalty: 1194.170898
	Iteration 34Q: 3 clusters Score -2.027195e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498779 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -20271972.000000 Penalty: 1194.170898
	Iteration 35Q: 3 clusters Score -2.027197e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498812 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -20271988.000000 Penalty: 1194.170898
	Iteration 36Q: 3 clusters Score -2.027199e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498827 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -20272024.000000 Penalty: 1194.170898
	Iteration 37Q: 3 clusters Score -2.027202e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498832 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -20272028.000000 Penalty: 1194.170898
	Iteration 38Q: 3 clusters Score -2.027203e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498833 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -20272060.000000 Penalty: 1194.170898
	Iteration 39Q: 3 clusters Score -2.027206e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498830 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -20272068.000000 Penalty: 1194.170898
	Iteration 40F: 3 clusters Score -2.027207e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498836 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -20272078.000000 Penalty: 1194.170898
	Iteration 41Q: 3 clusters Score -2.027208e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498840 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -20272074.000000 Penalty: 1194.170898
	Iteration 42Q: 3 clusters Score -2.027207e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498831 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -20272098.000000 Penalty: 1194.170898
	Iteration 43Q: 3 clusters Score -2.02721e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498824 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -20272136.000000 Penalty: 1194.170898
	Iteration 44Q: 3 clusters Score -2.027214e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498814 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -20272162.000000 Penalty: 1194.170898
	Iteration 45Q: 3 clusters Score -2.027216e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498815 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -20272152.000000 Penalty: 1194.170898
	Iteration 46Q: 3 clusters Score -2.027215e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498823 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -20272146.000000 Penalty: 1194.170898
	Iteration 47Q: 3 clusters Score -2.027215e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498835 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -20272172.000000 Penalty: 1194.170898
	Iteration 48Q: 3 clusters Score -2.027217e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498846 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -20272200.000000 Penalty: 1194.170898
	Iteration 49Q: 3 clusters Score -2.02722e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498851 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -20272204.000000 Penalty: 1194.170898
	Iteration 50Q: 3 clusters Score -2.02722e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498845 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -20272204.000000 Penalty: 1194.170898
	Iteration 51Q: 3 clusters Score -2.02722e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498845 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -20272208.000000 Penalty: 1194.170898
	Iteration 52Q: 3 clusters Score -2.027221e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498836 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -20272228.000000 Penalty: 1194.170898
	Iteration 53Q: 3 clusters Score -2.027223e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498821 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -20272234.000000 Penalty: 1194.170898
	Iteration 54Q: 3 clusters Score -2.027223e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498809 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -20272242.000000 Penalty: 1194.170898
	Iteration 55Q: 3 clusters Score -2.027224e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498802 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -20272256.000000 Penalty: 1194.170898
	Iteration 56Q: 3 clusters Score -2.027226e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498802 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -20272260.000000 Penalty: 1194.170898
	Iteration 57Q: 3 clusters Score -2.027226e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498806 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -20272262.000000 Penalty: 1194.170898
	Iteration 58Q: 3 clusters Score -2.027226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498807 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -20272264.000000 Penalty: 1194.170898
	Iteration 59Q: 3 clusters Score -2.027226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498808 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -20272272.000000 Penalty: 1194.170898
	Iteration 60F: 3 clusters Score -2.027227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498808 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -20272278.000000 Penalty: 1194.170898
	Iteration 61Q: 3 clusters Score -2.027228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498808 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -20272290.000000 Penalty: 1194.170898
	Iteration 62Q: 3 clusters Score -2.027229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498802 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -20272288.000000 Penalty: 1194.170898
	Iteration 63Q: 3 clusters Score -2.027229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498802 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -20272290.000000 Penalty: 1194.170898
	Iteration 64Q: 3 clusters Score -2.027229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498804 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -20272294.000000 Penalty: 1194.170898
	Iteration 65Q: 3 clusters Score -2.027229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498799 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -20272306.000000 Penalty: 1194.170898
	Iteration 66Q: 3 clusters Score -2.027231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498792 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -20272294.000000 Penalty: 1194.170898
	Iteration 67Q: 3 clusters Score -2.027229e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498784 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -20272280.000000 Penalty: 1194.170898
	Iteration 68Q: 3 clusters Score -2.027228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498777 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -20272290.000000 Penalty: 1194.170898
	Iteration 69Q: 3 clusters Score -2.027229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498775 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -20272280.000000 Penalty: 1194.170898
	Iteration 70Q: 3 clusters Score -2.027228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498770 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -20272286.000000 Penalty: 1194.170898
	Iteration 71Q: 3 clusters Score -2.027229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498763 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -20272292.000000 Penalty: 1194.170898
	Iteration 72Q: 3 clusters Score -2.027229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498759 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -20272280.000000 Penalty: 1194.170898
	Iteration 73Q: 3 clusters Score -2.027228e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498754 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -20272298.000000 Penalty: 1194.170898
	Iteration 74Q: 3 clusters Score -2.02723e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498748 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -20272298.000000 Penalty: 1194.170898
	Iteration 75Q: 3 clusters Score -2.02723e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498749 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -20272294.000000 Penalty: 1194.170898
	Iteration 76Q: 3 clusters Score -2.027229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498746 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -20272298.000000 Penalty: 1194.170898
	Iteration 77Q: 3 clusters Score -2.02723e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498734 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -20272300.000000 Penalty: 1194.170898
	Iteration 78Q: 3 clusters Score -2.02723e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498725 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -20272318.000000 Penalty: 1194.170898
	Iteration 79Q: 3 clusters Score -2.027232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498721 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -20272318.000000 Penalty: 1194.170898
	Iteration 80F: 3 clusters Score -2.027232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498718 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -20272322.000000 Penalty: 1194.170898
	Iteration 81Q: 3 clusters Score -2.027232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498718 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -20272312.000000 Penalty: 1194.170898
	Iteration 82Q: 3 clusters Score -2.027231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498721 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -20272310.000000 Penalty: 1194.170898
	Iteration 83Q: 3 clusters Score -2.027231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498721 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -20272310.000000 Penalty: 1194.170898
	Iteration 84F: 3 clusters Score -2.027231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Entering Unmasked Estep 
Score: -259652.937500 Penalty: 397.699890
	Iteration 0F: 2 clusters Score -259652.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -255499.515625 Penalty: 795.399780
	Iteration 0F: 3 clusters Score -255499.5 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -257049.906250 Penalty: 795.399780
	Iteration 1F: 3 clusters Score -257049.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -257246.218750 Penalty: 795.399780
	Iteration 2F: 3 clusters Score -257246.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -257523.875000 Penalty: 795.399780
	Iteration 3F: 3 clusters Score -257523.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -257831.156250 Penalty: 795.399780
	Iteration 4F: 3 clusters Score -257831.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -258121.109375 Penalty: 795.399780
	Iteration 5F: 3 clusters Score -258121.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -258351.562500 Penalty: 795.399780
	Iteration 6Q: 3 clusters Score -258351.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -258540.437500 Penalty: 795.399780
	Iteration 7Q: 3 clusters Score -258540.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -258660.031250 Penalty: 795.399780
	Iteration 8Q: 3 clusters Score -258660 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -258756.000000 Penalty: 795.399780
	Iteration 9Q: 3 clusters Score -258756 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -258856.937500 Penalty: 795.399780
	Iteration 10Q: 3 clusters Score -258856.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -258946.468750 Penalty: 795.399780
	Iteration 11Q: 3 clusters Score -258946.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -259008.625000 Penalty: 795.399780
	Iteration 12Q: 3 clusters Score -259008.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -259049.421875 Penalty: 795.399780
	Iteration 13Q: 3 clusters Score -259049.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -259073.093750 Penalty: 795.399780
	Iteration 14Q: 3 clusters Score -259073.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -259089.562500 Penalty: 795.399780
	Iteration 15Q: 3 clusters Score -259089.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -259112.953125 Penalty: 795.399780
	Iteration 16Q: 3 clusters Score -259113 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -259127.875000 Penalty: 795.399780
	Iteration 17Q: 3 clusters Score -259127.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -259142.015625 Penalty: 795.399780
	Iteration 18Q: 3 clusters Score -259142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -259152.265625 Penalty: 795.399780
	Iteration 19Q: 3 clusters Score -259152.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -259161.328125 Penalty: 795.399780
	Iteration 20F: 3 clusters Score -259161.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -259176.562500 Penalty: 795.399780
	Iteration 21Q: 3 clusters Score -259176.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -259193.828125 Penalty: 795.399780
	Iteration 22Q: 3 clusters Score -259193.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -259211.578125 Penalty: 795.399780
	Iteration 23Q: 3 clusters Score -259211.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -259228.234375 Penalty: 795.399780
	Iteration 24Q: 3 clusters Score -259228.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -259244.468750 Penalty: 795.399780
	Iteration 25Q: 3 clusters Score -259244.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -259262.281250 Penalty: 795.399780
	Iteration 26Q: 3 clusters Score -259262.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -259276.781250 Penalty: 795.399780
	Iteration 27Q: 3 clusters Score -259276.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -259290.875000 Penalty: 795.399780
	Iteration 28Q: 3 clusters Score -259290.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -259299.812500 Penalty: 795.399780
	Iteration 29Q: 3 clusters Score -259299.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -259307.859375 Penalty: 795.399780
	Iteration 30Q: 3 clusters Score -259307.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -259313.312500 Penalty: 795.399780
	Iteration 31Q: 3 clusters Score -259313.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -259318.421875 Penalty: 795.399780
	Iteration 32Q: 3 clusters Score -259318.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -259321.500000 Penalty: 795.399780
	Iteration 33Q: 3 clusters Score -259321.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -259325.125000 Penalty: 795.399780
	Iteration 34Q: 3 clusters Score -259325.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -259328.500000 Penalty: 795.399780
	Iteration 35Q: 3 clusters Score -259328.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -259330.343750 Penalty: 795.399780
	Iteration 36Q: 3 clusters Score -259330.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -259331.109375 Penalty: 795.399780
	Iteration 37Q: 3 clusters Score -259331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -259331.234375 Penalty: 795.399780
	Iteration 38Q: 3 clusters Score -259331.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -259332.312500 Penalty: 795.399780
	Iteration 39Q: 3 clusters Score -259332.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -259332.218750 Penalty: 795.399780
	Iteration 40F: 3 clusters Score -259332.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Entering Unmasked Estep 
Score: -203667.984375 Penalty: 390.209259
	Iteration 0F: 2 clusters Score -203668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -200034.843750 Penalty: 780.418518
	Iteration 0F: 3 clusters Score -200034.8 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -201710.500000 Penalty: 780.418518
	Iteration 1F: 3 clusters Score -201710.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -202058.328125 Penalty: 780.418518
	Iteration 2F: 3 clusters Score -202058.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -202400.015625 Penalty: 780.418518
	Iteration 3F: 3 clusters Score -202400 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -202712.765625 Penalty: 780.418518
	Iteration 4F: 3 clusters Score -202712.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -203034.703125 Penalty: 780.418518
	Iteration 5F: 3 clusters Score -203034.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -203277.859375 Penalty: 780.418518
	Iteration 6Q: 3 clusters Score -203277.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -203384.546875 Penalty: 780.418518
	Iteration 7Q: 3 clusters Score -203384.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -203438.000000 Penalty: 780.418518
	Iteration 8Q: 3 clusters Score -203438 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -203473.375000 Penalty: 780.418518
	Iteration 9Q: 3 clusters Score -203473.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -203492.203125 Penalty: 780.418518
	Iteration 10Q: 3 clusters Score -203492.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -203511.171875 Penalty: 780.418518
	Iteration 11Q: 3 clusters Score -203511.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -203524.609375 Penalty: 780.418518
	Iteration 12Q: 3 clusters Score -203524.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -203533.562500 Penalty: 780.418518
	Iteration 13Q: 3 clusters Score -203533.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -203539.906250 Penalty: 780.418518
	Iteration 14Q: 3 clusters Score -203539.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -203544.515625 Penalty: 780.418518
	Iteration 15Q: 3 clusters Score -203544.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -203546.812500 Penalty: 780.418518
	Iteration 16Q: 3 clusters Score -203546.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -203547.781250 Penalty: 780.418518
	Iteration 17Q: 3 clusters Score -203547.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -203550.125000 Penalty: 780.418518
	Iteration 18Q: 3 clusters Score -203550.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -203550.968750 Penalty: 780.418518
	Iteration 19Q: 3 clusters Score -203551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -203551.156250 Penalty: 780.418518
	Iteration 20F: 3 clusters Score -203551.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -203551.328125 Penalty: 780.418518
	Iteration 21Q: 3 clusters Score -203551.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -203552.078125 Penalty: 780.418518
	Iteration 22Q: 3 clusters Score -203552.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -203552.875000 Penalty: 780.418518
	Iteration 23Q: 3 clusters Score -203552.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -203553.578125 Penalty: 780.418518
	Iteration 24Q: 3 clusters Score -203553.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -203554.390625 Penalty: 780.418518
	Iteration 25Q: 3 clusters Score -203554.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -203554.453125 Penalty: 780.418518
	Iteration 26Q: 3 clusters Score -203554.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -203555.312500 Penalty: 780.418518
	Iteration 27Q: 3 clusters Score -203555.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -203555.890625 Penalty: 780.418518
	Iteration 28Q: 3 clusters Score -203555.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -203556.578125 Penalty: 780.418518
	Iteration 29Q: 3 clusters Score -203556.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -203556.890625 Penalty: 780.418518
	Iteration 30Q: 3 clusters Score -203556.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -203556.890625 Penalty: 780.418518
	Iteration 31F: 3 clusters Score -203556.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -69358.398438 Penalty: 347.208069
	Iteration 0F: 2 clusters Score -69358.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -67881.562500 Penalty: 694.416138
	Iteration 0F: 3 clusters Score -67881.56 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -68456.078125 Penalty: 694.416138
	Iteration 1F: 3 clusters Score -68456.08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -68602.335938 Penalty: 694.416138
	Iteration 2F: 3 clusters Score -68602.34 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -68710.578125 Penalty: 694.416138
	Iteration 3F: 3 clusters Score -68710.58 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -68825.585938 Penalty: 694.416138
	Iteration 4F: 3 clusters Score -68825.59 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -68916.132812 Penalty: 694.416138
	Iteration 5F: 3 clusters Score -68916.13 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -68966.054688 Penalty: 694.416138
	Iteration 6Q: 3 clusters Score -68966.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -68999.171875 Penalty: 694.416138
	Iteration 7Q: 3 clusters Score -68999.17 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -69025.804688 Penalty: 694.416138
	Iteration 8Q: 3 clusters Score -69025.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -69050.109375 Penalty: 694.416138
	Iteration 9Q: 3 clusters Score -69050.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -69061.273438 Penalty: 694.416138
	Iteration 10Q: 3 clusters Score -69061.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -69065.101562 Penalty: 694.416138
	Iteration 11Q: 3 clusters Score -69065.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -69067.679688 Penalty: 694.416138
	Iteration 12Q: 3 clusters Score -69067.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -69071.164062 Penalty: 694.416138
	Iteration 13Q: 3 clusters Score -69071.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -69075.093750 Penalty: 694.416138
	Iteration 14Q: 3 clusters Score -69075.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -69079.984375 Penalty: 694.416138
	Iteration 15Q: 3 clusters Score -69079.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -69081.890625 Penalty: 694.416138
	Iteration 16Q: 3 clusters Score -69081.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -69084.179688 Penalty: 694.416138
	Iteration 17Q: 3 clusters Score -69084.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -69090.781250 Penalty: 694.416138
	Iteration 18Q: 3 clusters Score -69090.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -69104.796875 Penalty: 694.416138
	Iteration 19Q: 3 clusters Score -69104.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -69131.851562 Penalty: 694.416138
	Iteration 20F: 3 clusters Score -69131.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -69146.726562 Penalty: 694.416138
	Iteration 21Q: 3 clusters Score -69146.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -69156.375000 Penalty: 694.416138
	Iteration 22Q: 3 clusters Score -69156.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -69162.617188 Penalty: 694.416138
	Iteration 23Q: 3 clusters Score -69162.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -69169.859375 Penalty: 694.416138
	Iteration 24Q: 3 clusters Score -69169.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -69178.632812 Penalty: 694.416138
	Iteration 25Q: 3 clusters Score -69178.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -69181.789062 Penalty: 694.416138
	Iteration 26Q: 3 clusters Score -69181.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -69183.953125 Penalty: 694.416138
	Iteration 27Q: 3 clusters Score -69183.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -69186.390625 Penalty: 694.416138
	Iteration 28Q: 3 clusters Score -69186.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -69192.023438 Penalty: 694.416138
	Iteration 29Q: 3 clusters Score -69192.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -69204.570312 Penalty: 694.416138
	Iteration 30Q: 3 clusters Score -69204.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -69215.929688 Penalty: 694.416138
	Iteration 31Q: 3 clusters Score -69215.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -69223.070312 Penalty: 694.416138
	Iteration 32Q: 3 clusters Score -69223.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -69226.195312 Penalty: 694.416138
	Iteration 33Q: 3 clusters Score -69226.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -69229.343750 Penalty: 694.416138
	Iteration 34Q: 3 clusters Score -69229.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -69231.187500 Penalty: 694.416138
	Iteration 35Q: 3 clusters Score -69231.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -69237.453125 Penalty: 694.416138
	Iteration 36Q: 3 clusters Score -69237.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -69241.117188 Penalty: 694.416138
	Iteration 37Q: 3 clusters Score -69241.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -69244.421875 Penalty: 694.416138
	Iteration 38Q: 3 clusters Score -69244.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -69248.031250 Penalty: 694.416138
	Iteration 39Q: 3 clusters Score -69248.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -69255.023438 Penalty: 694.416138
	Iteration 40F: 3 clusters Score -69255.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -69259.132812 Penalty: 694.416138
	Iteration 41Q: 3 clusters Score -69259.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -69261.992188 Penalty: 694.416138
	Iteration 42Q: 3 clusters Score -69261.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -69264.007812 Penalty: 694.416138
	Iteration 43Q: 3 clusters Score -69264.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -69265.648438 Penalty: 694.416138
	Iteration 44Q: 3 clusters Score -69265.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -69266.015625 Penalty: 694.416138
	Iteration 45Q: 3 clusters Score -69266.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -69266.117188 Penalty: 694.416138
	Iteration 46Q: 3 clusters Score -69266.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -69266.117188 Penalty: 694.416138
	Iteration 47F: 3 clusters Score -69266.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Entering Unmasked Estep 
Score: -182188.562500 Penalty: 387.750183
	Iteration 0F: 2 clusters Score -182188.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -178975.406250 Penalty: 775.500366
	Iteration 0F: 3 clusters Score -178975.4 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -180895.906250 Penalty: 775.500366
	Iteration 1F: 3 clusters Score -180895.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -181669.187500 Penalty: 775.500366
	Iteration 2F: 3 clusters Score -181669.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -182296.984375 Penalty: 775.500366
	Iteration 3F: 3 clusters Score -182297 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -182721.484375 Penalty: 775.500366
	Iteration 4F: 3 clusters Score -182721.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -183062.093750 Penalty: 775.500366
	Iteration 5Q: 3 clusters Score -183062.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -183422.515625 Penalty: 775.500366
	Iteration 6Q: 3 clusters Score -183422.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -183760.671875 Penalty: 775.500366
	Iteration 7Q: 3 clusters Score -183760.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -183928.171875 Penalty: 775.500366
	Iteration 8Q: 3 clusters Score -183928.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -183975.390625 Penalty: 775.500366
	Iteration 9Q: 3 clusters Score -183975.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -183991.968750 Penalty: 775.500366
	Iteration 10Q: 3 clusters Score -183992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -184002.984375 Penalty: 775.500366
	Iteration 11Q: 3 clusters Score -184003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -184008.859375 Penalty: 775.500366
	Iteration 12Q: 3 clusters Score -184008.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -184011.968750 Penalty: 775.500366
	Iteration 13Q: 3 clusters Score -184012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -184013.843750 Penalty: 775.500366
	Iteration 14Q: 3 clusters Score -184013.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -184016.500000 Penalty: 775.500366
	Iteration 15Q: 3 clusters Score -184016.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -184019.890625 Penalty: 775.500366
	Iteration 16Q: 3 clusters Score -184019.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -184021.781250 Penalty: 775.500366
	Iteration 17Q: 3 clusters Score -184021.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -184022.437500 Penalty: 775.500366
	Iteration 18Q: 3 clusters Score -184022.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -184023.265625 Penalty: 775.500366
	Iteration 19Q: 3 clusters Score -184023.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -184026.265625 Penalty: 775.500366
	Iteration 20F: 3 clusters Score -184026.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -184026.953125 Penalty: 775.500366
	Iteration 21Q: 3 clusters Score -184027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -184027.281250 Penalty: 775.500366
	Iteration 22Q: 3 clusters Score -184027.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -184027.625000 Penalty: 775.500366
	Iteration 23Q: 3 clusters Score -184027.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -184027.625000 Penalty: 775.500366
	Iteration 24F: 3 clusters Score -184027.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 61568 members 
Mstep: Class 5 contains 28126 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 18692 members 
Mstep: Class 9 contains 252 members 
Mstep: Class 10 contains 3498 members 
Mstep: Class 11 contains 2398 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 2292 members 
Mstep: Class 14 contains 29737 members 
Mstep: Class 15 contains 1334 members 
Mstep: Class 16 contains 500197 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 5303 members 
Mstep: Class 19 contains 2061 members 
Mstep: Class 20 contains 1796 members 
Mstep: Class 21 contains 4183 members 
Mstep: Class 22 contains 12888 members 
Mstep: Class 23 contains 9924 members 
Mstep: Class 24 contains 3811 members 
Mstep: Class 25 contains 13137 members 
Mstep: Class 26 contains 1385 members 
Mstep: Class 27 contains 3228 members 
Entering Unmasked Estep 
Score: -28285476.000000 Penalty: 16585.730469
Splitting cluster 20 changes total score from -28278302.000000 to -28285476.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 21 (4183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Entering Unmasked Estep 
Score: -168807.625000 Penalty: 379.414673
	Iteration 0F: 2 clusters Score -168807.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -165913.265625 Penalty: 758.829346
	Iteration 0F: 3 clusters Score -165913.3 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -167057.734375 Penalty: 758.829346
	Iteration 1F: 3 clusters Score -167057.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -167228.375000 Penalty: 758.829346
	Iteration 2F: 3 clusters Score -167228.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -167414.062500 Penalty: 758.829346
	Iteration 3F: 3 clusters Score -167414.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -167604.937500 Penalty: 758.829346
	Iteration 4F: 3 clusters Score -167604.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -167795.875000 Penalty: 758.829346
	Iteration 5F: 3 clusters Score -167795.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -167971.968750 Penalty: 758.829346
	Iteration 6F: 3 clusters Score -167972 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -168151.156250 Penalty: 758.829346
	Iteration 7Q: 3 clusters Score -168151.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -168321.328125 Penalty: 758.829346
	Iteration 8Q: 3 clusters Score -168321.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -168422.531250 Penalty: 758.829346
	Iteration 9Q: 3 clusters Score -168422.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -168472.359375 Penalty: 758.829346
	Iteration 10Q: 3 clusters Score -168472.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -168501.437500 Penalty: 758.829346
	Iteration 11Q: 3 clusters Score -168501.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -168514.921875 Penalty: 758.829346
	Iteration 12Q: 3 clusters Score -168514.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -168526.500000 Penalty: 758.829346
	Iteration 13Q: 3 clusters Score -168526.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -168537.578125 Penalty: 758.829346
	Iteration 14Q: 3 clusters Score -168537.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -168545.484375 Penalty: 758.829346
	Iteration 15Q: 3 clusters Score -168545.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -168550.812500 Penalty: 758.829346
	Iteration 16Q: 3 clusters Score -168550.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -168557.234375 Penalty: 758.829346
	Iteration 17Q: 3 clusters Score -168557.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -168560.562500 Penalty: 758.829346
	Iteration 18Q: 3 clusters Score -168560.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -168563.921875 Penalty: 758.829346
	Iteration 19Q: 3 clusters Score -168563.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -168564.765625 Penalty: 758.829346
	Iteration 20F: 3 clusters Score -168564.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -168566.640625 Penalty: 758.829346
	Iteration 21Q: 3 clusters Score -168566.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -168567.234375 Penalty: 758.829346
	Iteration 22Q: 3 clusters Score -168567.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -168568.921875 Penalty: 758.829346
	Iteration 23Q: 3 clusters Score -168568.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -168569.343750 Penalty: 758.829346
	Iteration 24Q: 3 clusters Score -168569.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -168570.453125 Penalty: 758.829346
	Iteration 25Q: 3 clusters Score -168570.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -168572.750000 Penalty: 758.829346
	Iteration 26Q: 3 clusters Score -168572.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -168576.640625 Penalty: 758.829346
	Iteration 27Q: 3 clusters Score -168576.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -168578.859375 Penalty: 758.829346
	Iteration 28Q: 3 clusters Score -168578.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -168580.843750 Penalty: 758.829346
	Iteration 29Q: 3 clusters Score -168580.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -168582.078125 Penalty: 758.829346
	Iteration 30Q: 3 clusters Score -168582.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -168582.703125 Penalty: 758.829346
	Iteration 31Q: 3 clusters Score -168582.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -168583.078125 Penalty: 758.829346
	Iteration 32Q: 3 clusters Score -168583.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -168583.078125 Penalty: 758.829346
	Iteration 33F: 3 clusters Score -168583.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Entering Unmasked Estep 
Score: -493388.812500 Penalty: 430.614380
	Iteration 0F: 2 clusters Score -493388.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -485007.343750 Penalty: 861.228760
	Iteration 0F: 3 clusters Score -485007.3 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -489505.906250 Penalty: 861.228760
	Iteration 1F: 3 clusters Score -489505.9 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -490471.281250 Penalty: 861.228760
	Iteration 2F: 3 clusters Score -490471.3 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -491428.625000 Penalty: 861.228760
	Iteration 3F: 3 clusters Score -491428.6 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -492147.875000 Penalty: 861.228760
	Iteration 4F: 3 clusters Score -492147.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -492632.062500 Penalty: 861.228760
	Iteration 5Q: 3 clusters Score -492632.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -492941.875000 Penalty: 861.228760
	Iteration 6Q: 3 clusters Score -492941.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -493116.281250 Penalty: 861.228760
	Iteration 7Q: 3 clusters Score -493116.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -493296.718750 Penalty: 861.228760
	Iteration 8Q: 3 clusters Score -493296.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -493421.718750 Penalty: 861.228760
	Iteration 9Q: 3 clusters Score -493421.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -493499.562500 Penalty: 861.228760
	Iteration 10Q: 3 clusters Score -493499.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -493552.250000 Penalty: 861.228760
	Iteration 11Q: 3 clusters Score -493552.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -493583.031250 Penalty: 861.228760
	Iteration 12Q: 3 clusters Score -493583 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -493608.031250 Penalty: 861.228760
	Iteration 13Q: 3 clusters Score -493608 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -493630.968750 Penalty: 861.228760
	Iteration 14Q: 3 clusters Score -493631 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -493644.156250 Penalty: 861.228760
	Iteration 15Q: 3 clusters Score -493644.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -493653.062500 Penalty: 861.228760
	Iteration 16Q: 3 clusters Score -493653.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -493659.906250 Penalty: 861.228760
	Iteration 17Q: 3 clusters Score -493659.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -493666.437500 Penalty: 861.228760
	Iteration 18Q: 3 clusters Score -493666.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -493671.281250 Penalty: 861.228760
	Iteration 19Q: 3 clusters Score -493671.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -493676.625000 Penalty: 861.228760
	Iteration 20F: 3 clusters Score -493676.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -493678.906250 Penalty: 861.228760
	Iteration 21Q: 3 clusters Score -493678.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -493679.062500 Penalty: 861.228760
	Iteration 22Q: 3 clusters Score -493679.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -493681.406250 Penalty: 861.228760
	Iteration 23Q: 3 clusters Score -493681.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -493683.562500 Penalty: 861.228760
	Iteration 24Q: 3 clusters Score -493683.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -493685.625000 Penalty: 861.228760
	Iteration 25Q: 3 clusters Score -493685.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -493688.781250 Penalty: 861.228760
	Iteration 26Q: 3 clusters Score -493688.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -493690.281250 Penalty: 861.228760
	Iteration 27Q: 3 clusters Score -493690.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -493691.500000 Penalty: 861.228760
	Iteration 28Q: 3 clusters Score -493691.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -493691.625000 Penalty: 861.228760
	Iteration 29Q: 3 clusters Score -493691.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -493692.218750 Penalty: 861.228760
	Iteration 30Q: 3 clusters Score -493692.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -493693.375000 Penalty: 861.228760
	Iteration 31Q: 3 clusters Score -493693.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -493693.343750 Penalty: 861.228760
	Iteration 32Q: 3 clusters Score -493693.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -493693.906250 Penalty: 861.228760
	Iteration 33Q: 3 clusters Score -493693.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -493693.968750 Penalty: 861.228760
	Iteration 34Q: 3 clusters Score -493694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -493692.968750 Penalty: 861.228760
	Iteration 35Q: 3 clusters Score -493693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -493693.031250 Penalty: 861.228760
	Iteration 36Q: 3 clusters Score -493693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -493693.031250 Penalty: 861.228760
	Iteration 37F: 3 clusters Score -493693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 61568 members 
Mstep: Class 5 contains 28126 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 18692 members 
Mstep: Class 9 contains 252 members 
Mstep: Class 10 contains 3498 members 
Mstep: Class 11 contains 2398 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 2292 members 
Mstep: Class 14 contains 29737 members 
Mstep: Class 15 contains 1334 members 
Mstep: Class 16 contains 500197 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 5303 members 
Mstep: Class 19 contains 2061 members 
Mstep: Class 20 contains 1796 members 
Mstep: Class 21 contains 4183 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 9924 members 
Mstep: Class 24 contains 3811 members 
Mstep: Class 25 contains 13137 members 
Mstep: Class 26 contains 1385 members 
Mstep: Class 27 contains 3228 members 
Mstep: Class 28 contains 12099 members 
Entering Unmasked Estep 
Score: -28285626.000000 Penalty: 17200.017578
Splitting cluster 22 changes total score from -28278302.000000 to -28285626.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 4 contains 61568 members 
Mstep: Class 5 contains 28126 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 18692 members 
Mstep: Class 9 contains 252 members 
Mstep: Class 10 contains 3498 members 
Mstep: Class 11 contains 2398 members 
Mstep: Class 13 contains 2292 members 
Mstep: Class 14 contains 29737 members 
Mstep: Class 15 contains 1334 members 
Mstep: Class 16 contains 500197 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 5303 members 
Mstep: Class 19 contains 2061 members 
Mstep: Class 20 contains 1796 members 
Mstep: Class 21 contains 4183 members 
Mstep: Class 22 contains 789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28287820.000000 Penalty: 17200.017578
Iteration 39Q: 29 clusters Score -2.828782e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 61504 members 
Mstep: Class 5 contains 28146 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 18877 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 4037 members 
Mstep: Class 11 contains 2387 members 
Mstep: Class 12 contains 4175 members 
Mstep: Class 13 contains 2290 members 
Mstep: Class 14 contains 29781 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 499765 members 
Mstep: Class 17 contains 6288 members 
Mstep: Class 18 contains 5367 members 
Mstep: Class 19 contains 2113 members 
Mstep: Class 20 contains 1818 members 
Mstep: Class 21 contains 4240 members 
Mstep: Class 22 contains 790 members 
Mstep: Class 23 contains 9820 members 
Mstep: Class 24 contains 3553 members 
Mstep: Class 25 contains 12715 members 
Mstep: Class 26 contains 1394 members 
Mstep: Class 27 contains 3228 members 
Mstep: Class 28 contains 12226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28290008.000000 Penalty: 17200.017578
Iteration 40F: 29 clusters Score -2.829001e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1411 members 
Mstep: Class 3 contains 2506 members 
Mstep: Class 4 contains 61446 members 
Mstep: Class 5 contains 28099 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 3581 members 
Mstep: Class 8 contains 19060 members 
Mstep: Class 9 contains 334 members 
Mstep: Class 10 contains 4376 members 
Mstep: Class 11 contains 2574 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 29741 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 498653 members 
Mstep: Class 17 contains 6299 members 
Mstep: Class 18 contains 5415 members 
Mstep: Class 19 contains 2044 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 4246 members 
Mstep: Class 22 contains 793 members 
Mstep: Class 23 contains 9880 members 
Mstep: Class 24 contains 3602 members 
Mstep: Class 25 contains 12773 members 
Mstep: Class 26 contains 1412 members 
Mstep: Class 27 contains 3228 members 
Mstep: Class 28 contains 12484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28290884.000000 Penalty: 17200.017578
Iteration 41Q: 29 clusters Score -2.829088e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 2542 members 
Mstep: Class 4 contains 61400 members 
Mstep: Class 5 contains 28066 members 
Mstep: Class 6 contains 2752 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 19244 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 2768 members 
Mstep: Class 12 contains 4199 members 
Mstep: Class 13 contains 2302 members 
Mstep: Class 14 contains 29721 members 
Mstep: Class 15 contains 1381 members 
Mstep: Class 16 contains 497725 members 
Mstep: Class 17 contains 6310 members 
Mstep: Class 18 contains 5500 members 
Mstep: Class 19 contains 1998 members 
Mstep: Class 20 contains 1822 members 
Mstep: Class 21 contains 4259 members 
Mstep: Class 22 contains 803 members 
Mstep: Class 23 contains 9907 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 12785 members 
Mstep: Class 26 contains 1438 members 
Mstep: Class 27 contains 3228 members 
Mstep: Class 28 contains 12662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28291416.000000 Penalty: 17200.017578
Iteration 42Q: 29 clusters Score -2.829142e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 2575 members 
Mstep: Class 4 contains 61365 members 
Mstep: Class 5 contains 28053 members 
Mstep: Class 6 contains 2757 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 19435 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 4763 members 
Mstep: Class 11 contains 2933 members 
Mstep: Class 12 contains 4204 members 
Mstep: Class 13 contains 2323 members 
Mstep: Class 14 contains 29697 members 
Mstep: Class 15 contains 1391 members 
Mstep: Class 16 contains 496947 members 
Mstep: Class 17 contains 6313 members 
Mstep: Class 18 contains 5578 members 
Mstep: Class 19 contains 1962 members 
Mstep: Class 20 contains 1826 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 815 members 
Mstep: Class 23 contains 9923 members 
Mstep: Class 24 contains 3521 members 
Mstep: Class 25 contains 12805 members 
Mstep: Class 26 contains 1463 members 
Mstep: Class 27 contains 3227 members 
Mstep: Class 28 contains 12803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28291772.000000 Penalty: 17200.017578
Iteration 43Q: 29 clusters Score -2.829177e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1505 members 
Mstep: Class 3 contains 2600 members 
Mstep: Class 4 contains 61324 members 
Mstep: Class 5 contains 28043 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 3615 members 
Mstep: Class 8 contains 19626 members 
Mstep: Class 9 contains 359 members 
Mstep: Class 10 contains 4865 members 
Mstep: Class 11 contains 3097 members 
Mstep: Class 12 contains 4207 members 
Mstep: Class 13 contains 2345 members 
Mstep: Class 14 contains 29681 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 496252 members 
Mstep: Class 17 contains 6304 members 
Mstep: Class 18 contains 5669 members 
Mstep: Class 19 contains 1950 members 
Mstep: Class 20 contains 1826 members 
Mstep: Class 21 contains 4307 members 
Mstep: Class 22 contains 827 members 
Mstep: Class 23 contains 9925 members 
Mstep: Class 24 contains 3470 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 1477 members 
Mstep: Class 27 contains 3228 members 
Mstep: Class 28 contains 12926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28291964.000000 Penalty: 17200.017578
Iteration 44Q: 29 clusters Score -2.829196e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 3 contains 2625 members 
Mstep: Class 4 contains 61286 members 
Mstep: Class 5 contains 28040 members 
Mstep: Class 6 contains 2731 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 19849 members 
Mstep: Class 9 contains 360 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 3245 members 
Mstep: Class 12 contains 4208 members 
Mstep: Class 13 contains 2360 members 
Mstep: Class 14 contains 29666 members 
Mstep: Class 15 contains 1432 members 
Mstep: Class 16 contains 495567 members 
Mstep: Class 17 contains 6304 members 
Mstep: Class 18 contains 5761 members 
Mstep: Class 19 contains 1932 members 
Mstep: Class 20 contains 1827 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 9931 members 
Mstep: Class 24 contains 3415 members 
Mstep: Class 25 contains 12831 members 
Mstep: Class 26 contains 1501 members 
Mstep: Class 27 contains 3229 members 
Mstep: Class 28 contains 13033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28292234.000000 Penalty: 17200.017578
Iteration 45Q: 29 clusters Score -2.829223e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1551 members 
Mstep: Class 3 contains 2642 members 
Mstep: Class 4 contains 61259 members 
Mstep: Class 5 contains 28037 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 3615 members 
Mstep: Class 8 contains 20066 members 
Mstep: Class 9 contains 360 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 3354 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 2377 members 
Mstep: Class 14 contains 29648 members 
Mstep: Class 15 contains 1457 members 
Mstep: Class 16 contains 494951 members 
Mstep: Class 17 contains 6299 members 
Mstep: Class 18 contains 5852 members 
Mstep: Class 19 contains 1913 members 
Mstep: Class 20 contains 1831 members 
Mstep: Class 21 contains 4384 members 
Mstep: Class 22 contains 858 members 
Mstep: Class 23 contains 9940 members 
Mstep: Class 24 contains 3359 members 
Mstep: Class 25 contains 12831 members 
Mstep: Class 26 contains 1516 members 
Mstep: Class 27 contains 3229 members 
Mstep: Class 28 contains 13132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28292288.000000 Penalty: 17200.017578
Iteration 46Q: 29 clusters Score -2.829229e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1565 members 
Mstep: Class 3 contains 2657 members 
Mstep: Class 4 contains 61258 members 
Mstep: Class 5 contains 28035 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 20252 members 
Mstep: Class 9 contains 365 members 
Mstep: Class 10 contains 5066 members 
Mstep: Class 11 contains 3457 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2383 members 
Mstep: Class 14 contains 29640 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 494376 members 
Mstep: Class 17 contains 6297 members 
Mstep: Class 18 contains 5958 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 4408 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 9949 members 
Mstep: Class 24 contains 3312 members 
Mstep: Class 25 contains 12837 members 
Mstep: Class 26 contains 1535 members 
Mstep: Class 27 contains 3227 members 
Mstep: Class 28 contains 13213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28292414.000000 Penalty: 17200.017578
Iteration 47Q: 29 clusters Score -2.829241e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1579 members 
Mstep: Class 3 contains 2670 members 
Mstep: Class 4 contains 61257 members 
Mstep: Class 5 contains 28032 members 
Mstep: Class 6 contains 2701 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 20443 members 
Mstep: Class 9 contains 368 members 
Mstep: Class 10 contains 5095 members 
Mstep: Class 11 contains 3523 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 2395 members 
Mstep: Class 14 contains 29640 members 
Mstep: Class 15 contains 1473 members 
Mstep: Class 16 contains 493849 members 
Mstep: Class 17 contains 6302 members 
Mstep: Class 18 contains 6059 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 20 contains 1841 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 894 members 
Mstep: Class 23 contains 9954 members 
Mstep: Class 24 contains 3254 members 
Mstep: Class 25 contains 12838 members 
Mstep: Class 26 contains 1542 members 
Mstep: Class 27 contains 3226 members 
Mstep: Class 28 contains 13316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28292540.000000 Penalty: 17200.017578
Iteration 48Q: 29 clusters Score -2.829254e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1589 members 
Mstep: Class 3 contains 2679 members 
Mstep: Class 4 contains 61247 members 
Mstep: Class 5 contains 28026 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 20613 members 
Mstep: Class 9 contains 371 members 
Mstep: Class 10 contains 5111 members 
Mstep: Class 11 contains 3599 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 2407 members 
Mstep: Class 14 contains 29649 members 
Mstep: Class 15 contains 1478 members 
Mstep: Class 16 contains 493402 members 
Mstep: Class 17 contains 6309 members 
Mstep: Class 18 contains 6129 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 20 contains 1845 members 
Mstep: Class 21 contains 4438 members 
Mstep: Class 22 contains 906 members 
Mstep: Class 23 contains 9955 members 
Mstep: Class 24 contains 3215 members 
Mstep: Class 25 contains 12848 members 
Mstep: Class 26 contains 1549 members 
Mstep: Class 27 contains 3226 members 
Mstep: Class 28 contains 13414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28292630.000000 Penalty: 17200.017578
Iteration 49Q: 29 clusters Score -2.829263e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1599 members 
Mstep: Class 3 contains 2685 members 
Mstep: Class 4 contains 61248 members 
Mstep: Class 5 contains 28024 members 
Mstep: Class 6 contains 2653 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 20755 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 5128 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 29648 members 
Mstep: Class 15 contains 1493 members 
Mstep: Class 16 contains 493041 members 
Mstep: Class 17 contains 6305 members 
Mstep: Class 18 contains 6204 members 
Mstep: Class 19 contains 1893 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 9958 members 
Mstep: Class 24 contains 3187 members 
Mstep: Class 25 contains 12854 members 
Mstep: Class 26 contains 1553 members 
Mstep: Class 27 contains 3226 members 
Mstep: Class 28 contains 13485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28292534.000000 Penalty: 17200.017578
Iteration 50Q: 29 clusters Score -2.829253e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1606 members 
Mstep: Class 3 contains 2689 members 
Mstep: Class 4 contains 61251 members 
Mstep: Class 5 contains 28021 members 
Mstep: Class 6 contains 2636 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 20874 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 5149 members 
Mstep: Class 11 contains 3702 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 2419 members 
Mstep: Class 14 contains 29646 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 492733 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 6257 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 1851 members 
Mstep: Class 21 contains 4448 members 
Mstep: Class 22 contains 927 members 
Mstep: Class 23 contains 9961 members 
Mstep: Class 24 contains 3162 members 
Mstep: Class 25 contains 12853 members 
Mstep: Class 26 contains 1566 members 
Mstep: Class 27 contains 3226 members 
Mstep: Class 28 contains 13543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28292550.000000 Penalty: 17200.017578
Iteration 51Q: 29 clusters Score -2.829255e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1611 members 
Mstep: Class 3 contains 2693 members 
Mstep: Class 4 contains 61258 members 
Mstep: Class 5 contains 28020 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 21003 members 
Mstep: Class 9 contains 365 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 3737 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 2424 members 
Mstep: Class 14 contains 29654 members 
Mstep: Class 15 contains 1516 members 
Mstep: Class 16 contains 492434 members 
Mstep: Class 17 contains 6305 members 
Mstep: Class 18 contains 6312 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 20 contains 1851 members 
Mstep: Class 21 contains 4444 members 
Mstep: Class 22 contains 933 members 
Mstep: Class 23 contains 9963 members 
Mstep: Class 24 contains 3145 members 
Mstep: Class 25 contains 12842 members 
Mstep: Class 26 contains 1570 members 
Mstep: Class 27 contains 3226 members 
Mstep: Class 28 contains 13609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28292662.000000 Penalty: 17200.017578
Iteration 52Q: 29 clusters Score -2.829266e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1611 members 
Mstep: Class 3 contains 2698 members 
Mstep: Class 4 contains 61262 members 
Mstep: Class 5 contains 28019 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 21144 members 
Mstep: Class 9 contains 364 members 
Mstep: Class 10 contains 5180 members 
Mstep: Class 11 contains 3760 members 
Mstep: Class 12 contains 4212 members 
Mstep: Class 13 contains 2432 members 
Mstep: Class 14 contains 29654 members 
Mstep: Class 15 contains 1520 members 
Mstep: Class 16 contains 492167 members 
Mstep: Class 17 contains 6303 members 
Mstep: Class 18 contains 6351 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 4448 members 
Mstep: Class 22 contains 936 members 
Mstep: Class 23 contains 9963 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 12833 members 
Mstep: Class 26 contains 1569 members 
Mstep: Class 27 contains 3227 members 
Mstep: Class 28 contains 13673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28292774.000000 Penalty: 17200.017578
Iteration 53Q: 29 clusters Score -2.829277e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1616 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 61265 members 
Mstep: Class 5 contains 28019 members 
Mstep: Class 6 contains 2596 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 21269 members 
Mstep: Class 9 contains 365 members 
Mstep: Class 10 contains 5185 members 
Mstep: Class 11 contains 3780 members 
Mstep: Class 12 contains 4211 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 29665 members 
Mstep: Class 15 contains 1522 members 
Mstep: Class 16 contains 491924 members 
Mstep: Class 17 contains 6299 members 
Mstep: Class 18 contains 6401 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 4428 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 9963 members 
Mstep: Class 24 contains 3112 members 
Mstep: Class 25 contains 12831 members 
Mstep: Class 26 contains 1567 members 
Mstep: Class 27 contains 3228 members 
Mstep: Class 28 contains 13736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28292986.000000 Penalty: 17200.017578
Iteration 54Q: 29 clusters Score -2.829299e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1619 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 61277 members 
Mstep: Class 5 contains 28017 members 
Mstep: Class 6 contains 2584 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 21406 members 
Mstep: Class 9 contains 368 members 
Mstep: Class 10 contains 5185 members 
Mstep: Class 11 contains 3797 members 
Mstep: Class 12 contains 4211 members 
Mstep: Class 13 contains 2451 members 
Mstep: Class 14 contains 29661 members 
Mstep: Class 15 contains 1528 members 
Mstep: Class 16 contains 491692 members 
Mstep: Class 17 contains 6302 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 947 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3092 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 1565 members 
Mstep: Class 27 contains 3229 members 
Mstep: Class 28 contains 13781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293068.000000 Penalty: 17200.017578
Iteration 55Q: 29 clusters Score -2.829307e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 2704 members 
Mstep: Class 4 contains 61288 members 
Mstep: Class 5 contains 28016 members 
Mstep: Class 6 contains 2569 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 21522 members 
Mstep: Class 9 contains 372 members 
Mstep: Class 10 contains 5176 members 
Mstep: Class 11 contains 3811 members 
Mstep: Class 12 contains 4212 members 
Mstep: Class 13 contains 2456 members 
Mstep: Class 14 contains 29659 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 491477 members 
Mstep: Class 17 contains 6303 members 
Mstep: Class 18 contains 6537 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 4365 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3079 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 1568 members 
Mstep: Class 27 contains 3228 members 
Mstep: Class 28 contains 13828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293260.000000 Penalty: 17200.017578
Iteration 56Q: 29 clusters Score -2.829326e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1619 members 
Mstep: Class 3 contains 2704 members 
Mstep: Class 4 contains 61294 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 21645 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 5163 members 
Mstep: Class 11 contains 3829 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2462 members 
Mstep: Class 14 contains 29649 members 
Mstep: Class 15 contains 1537 members 
Mstep: Class 16 contains 491232 members 
Mstep: Class 17 contains 6305 members 
Mstep: Class 18 contains 6590 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1851 members 
Mstep: Class 21 contains 4388 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3076 members 
Mstep: Class 25 contains 12809 members 
Mstep: Class 26 contains 1569 members 
Mstep: Class 27 contains 3227 members 
Mstep: Class 28 contains 13876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293340.000000 Penalty: 17200.017578
Iteration 57Q: 29 clusters Score -2.829334e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1617 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 61301 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2546 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 21780 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 5157 members 
Mstep: Class 11 contains 3839 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2469 members 
Mstep: Class 14 contains 29646 members 
Mstep: Class 15 contains 1541 members 
Mstep: Class 16 contains 490969 members 
Mstep: Class 17 contains 6304 members 
Mstep: Class 18 contains 6634 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1852 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 12793 members 
Mstep: Class 26 contains 1569 members 
Mstep: Class 27 contains 3226 members 
Mstep: Class 28 contains 13916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293406.000000 Penalty: 17200.017578
Iteration 58Q: 29 clusters Score -2.829341e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1617 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 61309 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2533 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 21897 members 
Mstep: Class 9 contains 375 members 
Mstep: Class 10 contains 5145 members 
Mstep: Class 11 contains 3849 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2470 members 
Mstep: Class 14 contains 29643 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 490743 members 
Mstep: Class 17 contains 6307 members 
Mstep: Class 18 contains 6659 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1853 members 
Mstep: Class 21 contains 4510 members 
Mstep: Class 22 contains 980 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3065 members 
Mstep: Class 25 contains 12774 members 
Mstep: Class 26 contains 1573 members 
Mstep: Class 27 contains 3225 members 
Mstep: Class 28 contains 13943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293548.000000 Penalty: 17200.017578
Iteration 59Q: 29 clusters Score -2.829355e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1619 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 61320 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2523 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 22015 members 
Mstep: Class 9 contains 375 members 
Mstep: Class 10 contains 5129 members 
Mstep: Class 11 contains 3846 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 14 contains 29653 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 490529 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 6679 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 4574 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3064 members 
Mstep: Class 25 contains 12748 members 
Mstep: Class 26 contains 1574 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 13969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293588.000000 Penalty: 17200.017578
Iteration 60F: 29 clusters Score -2.829359e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1623 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 61328 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 22139 members 
Mstep: Class 9 contains 386 members 
Mstep: Class 10 contains 5117 members 
Mstep: Class 11 contains 3875 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 14 contains 29654 members 
Mstep: Class 15 contains 1559 members 
Mstep: Class 16 contains 490275 members 
Mstep: Class 17 contains 6304 members 
Mstep: Class 18 contains 6684 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 4653 members 
Mstep: Class 22 contains 999 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3057 members 
Mstep: Class 25 contains 12721 members 
Mstep: Class 26 contains 1573 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293622.000000 Penalty: 17200.017578
Iteration 61Q: 29 clusters Score -2.829362e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 61323 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 22244 members 
Mstep: Class 9 contains 390 members 
Mstep: Class 10 contains 5104 members 
Mstep: Class 11 contains 3910 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2470 members 
Mstep: Class 14 contains 29649 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 490063 members 
Mstep: Class 17 contains 6299 members 
Mstep: Class 18 contains 6681 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 4731 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3050 members 
Mstep: Class 25 contains 12697 members 
Mstep: Class 26 contains 1575 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293592.000000 Penalty: 17200.017578
Iteration 62Q: 29 clusters Score -2.829359e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1630 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 61317 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 22337 members 
Mstep: Class 9 contains 390 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2470 members 
Mstep: Class 14 contains 29646 members 
Mstep: Class 15 contains 1571 members 
Mstep: Class 16 contains 489814 members 
Mstep: Class 17 contains 6294 members 
Mstep: Class 18 contains 6695 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 4826 members 
Mstep: Class 22 contains 1019 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3045 members 
Mstep: Class 25 contains 12671 members 
Mstep: Class 26 contains 1577 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293596.000000 Penalty: 17200.017578
Iteration 63Q: 29 clusters Score -2.82936e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1633 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 61313 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 22452 members 
Mstep: Class 9 contains 390 members 
Mstep: Class 10 contains 5094 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2470 members 
Mstep: Class 14 contains 29638 members 
Mstep: Class 15 contains 1581 members 
Mstep: Class 16 contains 489577 members 
Mstep: Class 17 contains 6288 members 
Mstep: Class 18 contains 6691 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 4907 members 
Mstep: Class 22 contains 1028 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3041 members 
Mstep: Class 25 contains 12651 members 
Mstep: Class 26 contains 1578 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293690.000000 Penalty: 17200.017578
Iteration 64Q: 29 clusters Score -2.829369e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1637 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 61303 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 22586 members 
Mstep: Class 9 contains 390 members 
Mstep: Class 10 contains 5088 members 
Mstep: Class 11 contains 4006 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2470 members 
Mstep: Class 14 contains 29635 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 489353 members 
Mstep: Class 17 contains 6283 members 
Mstep: Class 18 contains 6686 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 4969 members 
Mstep: Class 22 contains 1037 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3034 members 
Mstep: Class 25 contains 12637 members 
Mstep: Class 26 contains 1578 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293730.000000 Penalty: 17200.017578
Iteration 65Q: 29 clusters Score -2.829373e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 2707 members 
Mstep: Class 4 contains 61291 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 22684 members 
Mstep: Class 9 contains 391 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 4038 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2470 members 
Mstep: Class 14 contains 29629 members 
Mstep: Class 15 contains 1591 members 
Mstep: Class 16 contains 489130 members 
Mstep: Class 17 contains 6275 members 
Mstep: Class 18 contains 6689 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 5022 members 
Mstep: Class 22 contains 1047 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3032 members 
Mstep: Class 25 contains 12633 members 
Mstep: Class 26 contains 1578 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293680.000000 Penalty: 17200.017578
Iteration 66Q: 29 clusters Score -2.829368e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 2709 members 
Mstep: Class 4 contains 61277 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2523 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 22786 members 
Mstep: Class 9 contains 391 members 
Mstep: Class 10 contains 5071 members 
Mstep: Class 11 contains 4051 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 14 contains 29631 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 488960 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 6684 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 5047 members 
Mstep: Class 22 contains 1054 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3027 members 
Mstep: Class 25 contains 12626 members 
Mstep: Class 26 contains 1579 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293592.000000 Penalty: 17200.017578
Iteration 67Q: 29 clusters Score -2.829359e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 2711 members 
Mstep: Class 4 contains 61262 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2526 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 22878 members 
Mstep: Class 9 contains 391 members 
Mstep: Class 10 contains 5060 members 
Mstep: Class 11 contains 4061 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 14 contains 29631 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 488800 members 
Mstep: Class 17 contains 6264 members 
Mstep: Class 18 contains 6688 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 5066 members 
Mstep: Class 22 contains 1059 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3023 members 
Mstep: Class 25 contains 12621 members 
Mstep: Class 26 contains 1581 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293656.000000 Penalty: 17200.017578
Iteration 68Q: 29 clusters Score -2.829366e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 2712 members 
Mstep: Class 4 contains 61246 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2530 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 22981 members 
Mstep: Class 9 contains 393 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 4071 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 14 contains 29630 members 
Mstep: Class 15 contains 1600 members 
Mstep: Class 16 contains 488636 members 
Mstep: Class 17 contains 6264 members 
Mstep: Class 18 contains 6685 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 5083 members 
Mstep: Class 22 contains 1066 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3019 members 
Mstep: Class 25 contains 12613 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293598.000000 Penalty: 17200.017578
Iteration 69Q: 29 clusters Score -2.82936e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 61233 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 23103 members 
Mstep: Class 9 contains 396 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 4085 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 14 contains 29625 members 
Mstep: Class 15 contains 1601 members 
Mstep: Class 16 contains 488464 members 
Mstep: Class 17 contains 6265 members 
Mstep: Class 18 contains 6674 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 5098 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3017 members 
Mstep: Class 25 contains 12608 members 
Mstep: Class 26 contains 1589 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293592.000000 Penalty: 17200.017578
Iteration 70Q: 29 clusters Score -2.829359e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 61217 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2540 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 23241 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 4100 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 29624 members 
Mstep: Class 15 contains 1603 members 
Mstep: Class 16 contains 488270 members 
Mstep: Class 17 contains 6264 members 
Mstep: Class 18 contains 6668 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 5115 members 
Mstep: Class 22 contains 1073 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3018 members 
Mstep: Class 25 contains 12604 members 
Mstep: Class 26 contains 1591 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293574.000000 Penalty: 17200.017578
Iteration 71Q: 29 clusters Score -2.829357e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 61195 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 23378 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 4112 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2474 members 
Mstep: Class 14 contains 29626 members 
Mstep: Class 15 contains 1605 members 
Mstep: Class 16 contains 488078 members 
Mstep: Class 17 contains 6264 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 5127 members 
Mstep: Class 22 contains 1073 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3015 members 
Mstep: Class 25 contains 12603 members 
Mstep: Class 26 contains 1594 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293590.000000 Penalty: 17200.017578
Iteration 72Q: 29 clusters Score -2.829359e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 61178 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2540 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 23518 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 5019 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 29634 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 487900 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 6642 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 5140 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3012 members 
Mstep: Class 25 contains 12602 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293644.000000 Penalty: 17200.017578
Iteration 73Q: 29 clusters Score -2.829364e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 61162 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2543 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 23667 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 5011 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2478 members 
Mstep: Class 14 contains 29644 members 
Mstep: Class 15 contains 1608 members 
Mstep: Class 16 contains 487719 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 6627 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 5156 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3011 members 
Mstep: Class 25 contains 12603 members 
Mstep: Class 26 contains 1590 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293652.000000 Penalty: 17200.017578
Iteration 74Q: 29 clusters Score -2.829365e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 61149 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2544 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 23832 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2480 members 
Mstep: Class 14 contains 29653 members 
Mstep: Class 15 contains 1608 members 
Mstep: Class 16 contains 487539 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 6613 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 5168 members 
Mstep: Class 22 contains 1075 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3008 members 
Mstep: Class 25 contains 12604 members 
Mstep: Class 26 contains 1589 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293656.000000 Penalty: 17200.017578
Iteration 75Q: 29 clusters Score -2.829366e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 61143 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2546 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 23957 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 4140 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2480 members 
Mstep: Class 14 contains 29656 members 
Mstep: Class 15 contains 1608 members 
Mstep: Class 16 contains 487407 members 
Mstep: Class 17 contains 6265 members 
Mstep: Class 18 contains 6597 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 5169 members 
Mstep: Class 22 contains 1077 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3005 members 
Mstep: Class 25 contains 12607 members 
Mstep: Class 26 contains 1590 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293594.000000 Penalty: 17200.017578
Iteration 76Q: 29 clusters Score -2.829359e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 61139 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 24057 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 4143 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2480 members 
Mstep: Class 14 contains 29661 members 
Mstep: Class 15 contains 1607 members 
Mstep: Class 16 contains 487280 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 6591 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 5172 members 
Mstep: Class 22 contains 1079 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3006 members 
Mstep: Class 25 contains 12607 members 
Mstep: Class 26 contains 1591 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293532.000000 Penalty: 17200.017578
Iteration 77Q: 29 clusters Score -2.829353e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 61137 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2543 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 24130 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 4146 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2480 members 
Mstep: Class 14 contains 29664 members 
Mstep: Class 15 contains 1607 members 
Mstep: Class 16 contains 487177 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 6585 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 5175 members 
Mstep: Class 22 contains 1083 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3007 members 
Mstep: Class 25 contains 12606 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28293588.000000 Penalty: 17200.017578
Iteration 78Q: 29 clusters Score -2.829359e+07 nChanged 188
Entering ConstructFrom: 
Score: -28293588.000000 Penalty: 17200.017578
Entering ConstructFrom: 
Trying to split cluster 1 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -139043.890625 Penalty: 372.242828
	Iteration 0F: 2 clusters Score -139043.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -136607.234375 Penalty: 744.485657
	Iteration 0F: 3 clusters Score -136607.2 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -137425.671875 Penalty: 744.485657
	Iteration 1F: 3 clusters Score -137425.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -137530.437500 Penalty: 744.485657
	Iteration 2F: 3 clusters Score -137530.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -137640.250000 Penalty: 744.485657
	Iteration 3F: 3 clusters Score -137640.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -137778.328125 Penalty: 744.485657
	Iteration 4F: 3 clusters Score -137778.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -137979.062500 Penalty: 744.485657
	Iteration 5F: 3 clusters Score -137979.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -138196.671875 Penalty: 744.485657
	Iteration 6F: 3 clusters Score -138196.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -138447.984375 Penalty: 744.485657
	Iteration 7F: 3 clusters Score -138448 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -138640.078125 Penalty: 744.485657
	Iteration 8F: 3 clusters Score -138640.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -138753.859375 Penalty: 744.485657
	Iteration 9Q: 3 clusters Score -138753.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -138814.531250 Penalty: 744.485657
	Iteration 10Q: 3 clusters Score -138814.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -138843.859375 Penalty: 744.485657
	Iteration 11Q: 3 clusters Score -138843.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -138874.218750 Penalty: 744.485657
	Iteration 12Q: 3 clusters Score -138874.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -138882.890625 Penalty: 744.485657
	Iteration 13Q: 3 clusters Score -138882.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -138884.875000 Penalty: 744.485657
	Iteration 14Q: 3 clusters Score -138884.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -138887.921875 Penalty: 744.485657
	Iteration 15Q: 3 clusters Score -138887.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -138890.937500 Penalty: 744.485657
	Iteration 16Q: 3 clusters Score -138890.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -138894.046875 Penalty: 744.485657
	Iteration 17Q: 3 clusters Score -138894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -138895.859375 Penalty: 744.485657
	Iteration 18Q: 3 clusters Score -138895.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -138895.859375 Penalty: 744.485657
	Iteration 19F: 3 clusters Score -138895.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Entering Unmasked Estep 
Score: -55844.929688 Penalty: 336.783783
	Iteration 0F: 2 clusters Score -55844.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -54666.640625 Penalty: 673.567566
	Iteration 0F: 3 clusters Score -54666.64 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -55197.824219 Penalty: 673.567566
	Iteration 1F: 3 clusters Score -55197.82 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -55327.945312 Penalty: 673.567566
	Iteration 2F: 3 clusters Score -55327.95 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -55404.031250 Penalty: 673.567566
	Iteration 3F: 3 clusters Score -55404.03 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -55443.257812 Penalty: 673.567566
	Iteration 4Q: 3 clusters Score -55443.26 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -55489.937500 Penalty: 673.567566
	Iteration 5Q: 3 clusters Score -55489.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -55517.808594 Penalty: 673.567566
	Iteration 6Q: 3 clusters Score -55517.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -55535.363281 Penalty: 673.567566
	Iteration 7Q: 3 clusters Score -55535.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -55545.691406 Penalty: 673.567566
	Iteration 8Q: 3 clusters Score -55545.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -55560.011719 Penalty: 673.567566
	Iteration 9Q: 3 clusters Score -55560.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -55567.449219 Penalty: 673.567566
	Iteration 10Q: 3 clusters Score -55567.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -55574.921875 Penalty: 673.567566
	Iteration 11Q: 3 clusters Score -55574.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -55584.519531 Penalty: 673.567566
	Iteration 12Q: 3 clusters Score -55584.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -55592.781250 Penalty: 673.567566
	Iteration 13Q: 3 clusters Score -55592.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -55599.039062 Penalty: 673.567566
	Iteration 14Q: 3 clusters Score -55599.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -55612.078125 Penalty: 673.567566
	Iteration 15Q: 3 clusters Score -55612.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -55621.765625 Penalty: 673.567566
	Iteration 16Q: 3 clusters Score -55621.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -55627.386719 Penalty: 673.567566
	Iteration 17Q: 3 clusters Score -55627.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -55630.281250 Penalty: 673.567566
	Iteration 18Q: 3 clusters Score -55630.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55631.484375 Penalty: 673.567566
	Iteration 19Q: 3 clusters Score -55631.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55632.781250 Penalty: 673.567566
	Iteration 20F: 3 clusters Score -55632.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -55634.226562 Penalty: 673.567566
	Iteration 21Q: 3 clusters Score -55634.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -55634.359375 Penalty: 673.567566
	Iteration 22Q: 3 clusters Score -55634.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -55634.359375 Penalty: 673.567566
	Iteration 23F: 3 clusters Score -55634.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -94811.875000 Penalty: 359.714386
	Iteration 0F: 2 clusters Score -94811.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -92912.914062 Penalty: 719.428772
	Iteration 0F: 3 clusters Score -92912.91 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -93908.523438 Penalty: 719.428772
	Iteration 1F: 3 clusters Score -93908.52 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -94253.242188 Penalty: 719.428772
	Iteration 2F: 3 clusters Score -94253.24 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -94420.953125 Penalty: 719.428772
	Iteration 3F: 3 clusters Score -94420.95 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -94529.445312 Penalty: 719.428772
	Iteration 4F: 3 clusters Score -94529.45 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -94586.484375 Penalty: 719.428772
	Iteration 5Q: 3 clusters Score -94586.48 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -94617.015625 Penalty: 719.428772
	Iteration 6Q: 3 clusters Score -94617.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -94648.507812 Penalty: 719.428772
	Iteration 7Q: 3 clusters Score -94648.51 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -94684.171875 Penalty: 719.428772
	Iteration 8Q: 3 clusters Score -94684.17 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -94714.773438 Penalty: 719.428772
	Iteration 9Q: 3 clusters Score -94714.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -94737.140625 Penalty: 719.428772
	Iteration 10Q: 3 clusters Score -94737.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -94754.609375 Penalty: 719.428772
	Iteration 11Q: 3 clusters Score -94754.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -94762.750000 Penalty: 719.428772
	Iteration 12Q: 3 clusters Score -94762.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -94767.890625 Penalty: 719.428772
	Iteration 13Q: 3 clusters Score -94767.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -94771.968750 Penalty: 719.428772
	Iteration 14Q: 3 clusters Score -94771.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -94774.453125 Penalty: 719.428772
	Iteration 15Q: 3 clusters Score -94774.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -94782.140625 Penalty: 719.428772
	Iteration 16Q: 3 clusters Score -94782.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -94789.453125 Penalty: 719.428772
	Iteration 17Q: 3 clusters Score -94789.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -94792.445312 Penalty: 719.428772
	Iteration 18Q: 3 clusters Score -94792.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -94794.984375 Penalty: 719.428772
	Iteration 19Q: 3 clusters Score -94794.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -94795.796875 Penalty: 719.428772
	Iteration 20F: 3 clusters Score -94795.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -94796.109375 Penalty: 719.428772
	Iteration 21Q: 3 clusters Score -94796.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -94796.195312 Penalty: 719.428772
	Iteration 22Q: 3 clusters Score -94796.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -94796.992188 Penalty: 719.428772
	Iteration 23Q: 3 clusters Score -94796.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -94797.093750 Penalty: 719.428772
	Iteration 24Q: 3 clusters Score -94797.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -94797.148438 Penalty: 719.428772
	Iteration 25Q: 3 clusters Score -94797.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -94797.148438 Penalty: 719.428772
	Iteration 26F: 3 clusters Score -94797.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (61130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61130 members 
Entering Unmasked Estep 
Score: -2462892.500000 Penalty: 501.444489
	Iteration 0F: 2 clusters Score -2462892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -2421867.750000 Penalty: 1002.888977
	Iteration 0F: 3 clusters Score -2421868 nChanged 29688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -2440760.500000 Penalty: 1002.888977
	Iteration 1F: 3 clusters Score -2440760 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -2442744.750000 Penalty: 1002.888977
	Iteration 2F: 3 clusters Score -2442745 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -2445463.500000 Penalty: 1002.888977
	Iteration 3F: 3 clusters Score -2445464 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -2448926.000000 Penalty: 1002.888977
	Iteration 4F: 3 clusters Score -2448926 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -2452674.750000 Penalty: 1002.888977
	Iteration 5F: 3 clusters Score -2452675 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -2456051.000000 Penalty: 1002.888977
	Iteration 6F: 3 clusters Score -2456051 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 54841 members 
Entering Unmasked Estep 
Score: -2458654.250000 Penalty: 1002.888977
	Iteration 7F: 3 clusters Score -2458654 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -2460355.750000 Penalty: 1002.888977
	Iteration 8Q: 3 clusters Score -2460356 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -2461360.000000 Penalty: 1002.888977
	Iteration 9Q: 3 clusters Score -2461360 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 59259 members 
Entering Unmasked Estep 
Score: -2461887.250000 Penalty: 1002.888977
	Iteration 10Q: 3 clusters Score -2461887 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -2462180.000000 Penalty: 1002.888977
	Iteration 11Q: 3 clusters Score -2462180 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -2462336.750000 Penalty: 1002.888977
	Iteration 12Q: 3 clusters Score -2462337 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -2462409.500000 Penalty: 1002.888977
	Iteration 13Q: 3 clusters Score -2462410 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 60394 members 
Entering Unmasked Estep 
Score: -2462462.000000 Penalty: 1002.888977
	Iteration 14Q: 3 clusters Score -2462462 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -2462494.000000 Penalty: 1002.888977
	Iteration 15Q: 3 clusters Score -2462494 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 60542 members 
Entering Unmasked Estep 
Score: -2462513.500000 Penalty: 1002.888977
	Iteration 16Q: 3 clusters Score -2462514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -2462526.250000 Penalty: 1002.888977
	Iteration 17Q: 3 clusters Score -2462526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -2462534.750000 Penalty: 1002.888977
	Iteration 18Q: 3 clusters Score -2462535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -2462539.000000 Penalty: 1002.888977
	Iteration 19Q: 3 clusters Score -2462539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 60613 members 
Entering Unmasked Estep 
Score: -2462542.500000 Penalty: 1002.888977
	Iteration 20F: 3 clusters Score -2462542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -2462541.500000 Penalty: 1002.888977
	Iteration 21Q: 3 clusters Score -2462542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 60616 members 
Entering Unmasked Estep 
Score: -2462540.250000 Penalty: 1002.888977
	Iteration 22Q: 3 clusters Score -2462540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 60616 members 
Entering Unmasked Estep 
Score: -2462541.500000 Penalty: 1002.888977
	Iteration 23Q: 3 clusters Score -2462542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -2462541.500000 Penalty: 1002.888977
	Iteration 24Q: 3 clusters Score -2462542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -2462541.500000 Penalty: 1002.888977
	Iteration 25F: 3 clusters Score -2462542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Entering Unmasked Estep 
Score: -1069831.875000 Penalty: 465.940918
	Iteration 0F: 2 clusters Score -1069832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1051039.375000 Penalty: 931.881836
	Iteration 0F: 3 clusters Score -1051039 nChanged 13291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1059694.375000 Penalty: 931.881836
	Iteration 1F: 3 clusters Score -1059694 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1060967.375000 Penalty: 931.881836
	Iteration 2F: 3 clusters Score -1060967 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -1062502.625000 Penalty: 931.881836
	Iteration 3F: 3 clusters Score -1062503 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -1063886.375000 Penalty: 931.881836
	Iteration 4F: 3 clusters Score -1063886 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -1064890.125000 Penalty: 931.881836
	Iteration 5F: 3 clusters Score -1064890 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -1065644.250000 Penalty: 931.881836
	Iteration 6Q: 3 clusters Score -1065644 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -1066260.375000 Penalty: 931.881836
	Iteration 7Q: 3 clusters Score -1066260 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -1066846.125000 Penalty: 931.881836
	Iteration 8Q: 3 clusters Score -1066846 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -1067356.500000 Penalty: 931.881836
	Iteration 9Q: 3 clusters Score -1067356 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -1067840.875000 Penalty: 931.881836
	Iteration 10Q: 3 clusters Score -1067841 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -1068314.875000 Penalty: 931.881836
	Iteration 11Q: 3 clusters Score -1068315 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -1068710.375000 Penalty: 931.881836
	Iteration 12Q: 3 clusters Score -1068710 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -1069018.750000 Penalty: 931.881836
	Iteration 13Q: 3 clusters Score -1069019 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -1069238.125000 Penalty: 931.881836
	Iteration 14Q: 3 clusters Score -1069238 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -1069378.875000 Penalty: 931.881836
	Iteration 15Q: 3 clusters Score -1069379 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -1069472.375000 Penalty: 931.881836
	Iteration 16Q: 3 clusters Score -1069472 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -1069527.750000 Penalty: 931.881836
	Iteration 17Q: 3 clusters Score -1069528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -1069549.750000 Penalty: 931.881836
	Iteration 18Q: 3 clusters Score -1069550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -1069568.625000 Penalty: 931.881836
	Iteration 19Q: 3 clusters Score -1069569 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -1069581.375000 Penalty: 931.881836
	Iteration 20F: 3 clusters Score -1069581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -1069592.375000 Penalty: 931.881836
	Iteration 21Q: 3 clusters Score -1069592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -1069597.125000 Penalty: 931.881836
	Iteration 22Q: 3 clusters Score -1069597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -1069606.875000 Penalty: 931.881836
	Iteration 23Q: 3 clusters Score -1069607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -1069611.750000 Penalty: 931.881836
	Iteration 24Q: 3 clusters Score -1069612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -1069616.000000 Penalty: 931.881836
	Iteration 25Q: 3 clusters Score -1069616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -1069619.750000 Penalty: 931.881836
	Iteration 26Q: 3 clusters Score -1069620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -1069632.000000 Penalty: 931.881836
	Iteration 27Q: 3 clusters Score -1069632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -1069634.875000 Penalty: 931.881836
	Iteration 28Q: 3 clusters Score -1069635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -1069638.000000 Penalty: 931.881836
	Iteration 29Q: 3 clusters Score -1069638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -1069640.875000 Penalty: 931.881836
	Iteration 30Q: 3 clusters Score -1069641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -1069644.500000 Penalty: 931.881836
	Iteration 31Q: 3 clusters Score -1069644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -1069646.125000 Penalty: 931.881836
	Iteration 32Q: 3 clusters Score -1069646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -1069647.000000 Penalty: 931.881836
	Iteration 33Q: 3 clusters Score -1069647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -1069651.125000 Penalty: 931.881836
	Iteration 34Q: 3 clusters Score -1069651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -1069655.250000 Penalty: 931.881836
	Iteration 35Q: 3 clusters Score -1069655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -1069660.625000 Penalty: 931.881836
	Iteration 36Q: 3 clusters Score -1069661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -1069663.875000 Penalty: 931.881836
	Iteration 37Q: 3 clusters Score -1069664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -1069664.000000 Penalty: 931.881836
	Iteration 38Q: 3 clusters Score -1069664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -1069665.125000 Penalty: 931.881836
	Iteration 39Q: 3 clusters Score -1069665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -1069664.875000 Penalty: 931.881836
	Iteration 40F: 3 clusters Score -1069665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Entering Unmasked Estep 
Score: -98869.906250 Penalty: 356.805817
	Iteration 0F: 2 clusters Score -98869.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -97077.335938 Penalty: 713.611633
	Iteration 0F: 3 clusters Score -97077.34 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -97769.695312 Penalty: 713.611633
	Iteration 1F: 3 clusters Score -97769.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -97889.750000 Penalty: 713.611633
	Iteration 2F: 3 clusters Score -97889.75 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -98048.289062 Penalty: 713.611633
	Iteration 3F: 3 clusters Score -98048.29 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -98215.000000 Penalty: 713.611633
	Iteration 4F: 3 clusters Score -98215 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -98358.335938 Penalty: 713.611633
	Iteration 5Q: 3 clusters Score -98358.34 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -98452.531250 Penalty: 713.611633
	Iteration 6Q: 3 clusters Score -98452.53 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -98520.148438 Penalty: 713.611633
	Iteration 7Q: 3 clusters Score -98520.15 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -98554.242188 Penalty: 713.611633
	Iteration 8Q: 3 clusters Score -98554.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -98577.101562 Penalty: 713.611633
	Iteration 9Q: 3 clusters Score -98577.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -98592.390625 Penalty: 713.611633
	Iteration 10Q: 3 clusters Score -98592.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -98605.054688 Penalty: 713.611633
	Iteration 11Q: 3 clusters Score -98605.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -98612.687500 Penalty: 713.611633
	Iteration 12Q: 3 clusters Score -98612.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -98616.226562 Penalty: 713.611633
	Iteration 13Q: 3 clusters Score -98616.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -98621.609375 Penalty: 713.611633
	Iteration 14Q: 3 clusters Score -98621.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -98623.507812 Penalty: 713.611633
	Iteration 15Q: 3 clusters Score -98623.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -98625.218750 Penalty: 713.611633
	Iteration 16Q: 3 clusters Score -98625.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -98625.992188 Penalty: 713.611633
	Iteration 17Q: 3 clusters Score -98625.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -98627.273438 Penalty: 713.611633
	Iteration 18Q: 3 clusters Score -98627.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -98628.664062 Penalty: 713.611633
	Iteration 19Q: 3 clusters Score -98628.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -98629.742188 Penalty: 713.611633
	Iteration 20F: 3 clusters Score -98629.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -98631.914062 Penalty: 713.611633
	Iteration 21Q: 3 clusters Score -98631.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -98635.203125 Penalty: 713.611633
	Iteration 22Q: 3 clusters Score -98635.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -98636.445312 Penalty: 713.611633
	Iteration 23Q: 3 clusters Score -98636.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -98636.890625 Penalty: 713.611633
	Iteration 24Q: 3 clusters Score -98636.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -98637.539062 Penalty: 713.611633
	Iteration 25Q: 3 clusters Score -98637.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -98637.539062 Penalty: 713.611633
	Iteration 26F: 3 clusters Score -98637.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Entering Unmasked Estep 
Score: -143747.281250 Penalty: 372.724182
	Iteration 0F: 2 clusters Score -143747.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -141253.109375 Penalty: 745.448364
	Iteration 0F: 3 clusters Score -141253.1 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -142106.937500 Penalty: 745.448364
	Iteration 1F: 3 clusters Score -142106.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -142198.234375 Penalty: 745.448364
	Iteration 2F: 3 clusters Score -142198.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -142289.093750 Penalty: 745.448364
	Iteration 3Q: 3 clusters Score -142289.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -142374.078125 Penalty: 745.448364
	Iteration 4F: 3 clusters Score -142374.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -142467.906250 Penalty: 745.448364
	Iteration 5F: 3 clusters Score -142467.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -142572.937500 Penalty: 745.448364
	Iteration 6Q: 3 clusters Score -142572.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -142743.250000 Penalty: 745.448364
	Iteration 7F: 3 clusters Score -142743.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -142939.515625 Penalty: 745.448364
	Iteration 8F: 3 clusters Score -142939.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -143062.375000 Penalty: 745.448364
	Iteration 9F: 3 clusters Score -143062.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -143152.640625 Penalty: 745.448364
	Iteration 10Q: 3 clusters Score -143152.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -143213.296875 Penalty: 745.448364
	Iteration 11Q: 3 clusters Score -143213.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -143258.437500 Penalty: 745.448364
	Iteration 12Q: 3 clusters Score -143258.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -143312.953125 Penalty: 745.448364
	Iteration 13Q: 3 clusters Score -143313 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -143352.734375 Penalty: 745.448364
	Iteration 14Q: 3 clusters Score -143352.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -143372.437500 Penalty: 745.448364
	Iteration 15Q: 3 clusters Score -143372.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -143383.328125 Penalty: 745.448364
	Iteration 16Q: 3 clusters Score -143383.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -143392.843750 Penalty: 745.448364
	Iteration 17Q: 3 clusters Score -143392.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -143398.093750 Penalty: 745.448364
	Iteration 18Q: 3 clusters Score -143398.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -143403.390625 Penalty: 745.448364
	Iteration 19Q: 3 clusters Score -143403.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -143410.125000 Penalty: 745.448364
	Iteration 20F: 3 clusters Score -143410.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -143416.703125 Penalty: 745.448364
	Iteration 21Q: 3 clusters Score -143416.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -143423.546875 Penalty: 745.448364
	Iteration 22Q: 3 clusters Score -143423.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -143427.718750 Penalty: 745.448364
	Iteration 23Q: 3 clusters Score -143427.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -143432.937500 Penalty: 745.448364
	Iteration 24Q: 3 clusters Score -143432.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -143436.250000 Penalty: 745.448364
	Iteration 25Q: 3 clusters Score -143436.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -143439.593750 Penalty: 745.448364
	Iteration 26Q: 3 clusters Score -143439.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -143441.484375 Penalty: 745.448364
	Iteration 27Q: 3 clusters Score -143441.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -143441.546875 Penalty: 745.448364
	Iteration 28Q: 3 clusters Score -143441.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -143441.718750 Penalty: 745.448364
	Iteration 29Q: 3 clusters Score -143441.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -143441.718750 Penalty: 745.448364
	Iteration 30F: 3 clusters Score -143441.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Entering Unmasked Estep 
Score: -1015282.187500 Penalty: 459.306335
	Iteration 0F: 2 clusters Score -1015282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -999087.750000 Penalty: 918.612671
	Iteration 0F: 3 clusters Score -999087.8 nChanged 11584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1005955.437500 Penalty: 918.612671
	Iteration 1F: 3 clusters Score -1005955 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1006540.625000 Penalty: 918.612671
	Iteration 2Q: 3 clusters Score -1006541 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1007455.562500 Penalty: 918.612671
	Iteration 3F: 3 clusters Score -1007456 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1008944.312500 Penalty: 918.612671
	Iteration 4F: 3 clusters Score -1008944 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1010808.875000 Penalty: 918.612671
	Iteration 5F: 3 clusters Score -1010809 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1012292.562500 Penalty: 918.612671
	Iteration 6F: 3 clusters Score -1012293 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1013004.812500 Penalty: 918.612671
	Iteration 7F: 3 clusters Score -1013005 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1013368.875000 Penalty: 918.612671
	Iteration 8Q: 3 clusters Score -1013369 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1013663.875000 Penalty: 918.612671
	Iteration 9Q: 3 clusters Score -1013664 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1013949.875000 Penalty: 918.612671
	Iteration 10Q: 3 clusters Score -1013950 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1014255.187500 Penalty: 918.612671
	Iteration 11Q: 3 clusters Score -1014255 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1014548.437500 Penalty: 918.612671
	Iteration 12Q: 3 clusters Score -1014548 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1014751.500000 Penalty: 918.612671
	Iteration 13Q: 3 clusters Score -1014752 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1014901.000000 Penalty: 918.612671
	Iteration 14Q: 3 clusters Score -1014901 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1014996.312500 Penalty: 918.612671
	Iteration 15Q: 3 clusters Score -1014996 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1015071.562500 Penalty: 918.612671
	Iteration 16Q: 3 clusters Score -1015072 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1015129.812500 Penalty: 918.612671
	Iteration 17Q: 3 clusters Score -1015130 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1015184.812500 Penalty: 918.612671
	Iteration 18Q: 3 clusters Score -1015185 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1015226.687500 Penalty: 918.612671
	Iteration 19Q: 3 clusters Score -1015227 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1015270.500000 Penalty: 918.612671
	Iteration 20F: 3 clusters Score -1015270 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1015298.875000 Penalty: 918.612671
	Iteration 21Q: 3 clusters Score -1015299 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1015321.812500 Penalty: 918.612671
	Iteration 22Q: 3 clusters Score -1015322 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1015344.437500 Penalty: 918.612671
	Iteration 23Q: 3 clusters Score -1015344 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1015357.062500 Penalty: 918.612671
	Iteration 24Q: 3 clusters Score -1015357 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1015371.187500 Penalty: 918.612671
	Iteration 25Q: 3 clusters Score -1015371 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1015382.500000 Penalty: 918.612671
	Iteration 26Q: 3 clusters Score -1015382 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1015383.750000 Penalty: 918.612671
	Iteration 27Q: 3 clusters Score -1015384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1015386.062500 Penalty: 918.612671
	Iteration 28Q: 3 clusters Score -1015386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1015386.187500 Penalty: 918.612671
	Iteration 29Q: 3 clusters Score -1015386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1015388.750000 Penalty: 918.612671
	Iteration 30Q: 3 clusters Score -1015389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1015390.875000 Penalty: 918.612671
	Iteration 31Q: 3 clusters Score -1015391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1015391.625000 Penalty: 918.612671
	Iteration 32Q: 3 clusters Score -1015392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1015392.312500 Penalty: 918.612671
	Iteration 33Q: 3 clusters Score -1015392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1015391.562500 Penalty: 918.612671
	Iteration 34Q: 3 clusters Score -1015392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1015393.562500 Penalty: 918.612671
	Iteration 35Q: 3 clusters Score -1015394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1015395.562500 Penalty: 918.612671
	Iteration 36Q: 3 clusters Score -1015396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1015400.437500 Penalty: 918.612671
	Iteration 37Q: 3 clusters Score -1015400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1015396.250000 Penalty: 918.612671
	Iteration 38Q: 3 clusters Score -1015396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1015396.312500 Penalty: 918.612671
	Iteration 39Q: 3 clusters Score -1015396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1015397.125000 Penalty: 918.612671
	Iteration 40F: 3 clusters Score -1015397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1015399.625000 Penalty: 918.612671
	Iteration 41Q: 3 clusters Score -1015400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1015401.375000 Penalty: 918.612671
	Iteration 42Q: 3 clusters Score -1015401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1015398.312500 Penalty: 918.612671
	Iteration 43Q: 3 clusters Score -1015398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1015399.562500 Penalty: 918.612671
	Iteration 44Q: 3 clusters Score -1015400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1015400.812500 Penalty: 918.612671
	Iteration 45Q: 3 clusters Score -1015401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1015397.187500 Penalty: 918.612671
	Iteration 46Q: 3 clusters Score -1015397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1015397.187500 Penalty: 918.612671
	Iteration 47Q: 3 clusters Score -1015397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1015398.625000 Penalty: 918.612671
	Iteration 48Q: 3 clusters Score -1015399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1015398.875000 Penalty: 918.612671
	Iteration 49Q: 3 clusters Score -1015399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1015396.250000 Penalty: 918.612671
	Iteration 50Q: 3 clusters Score -1015396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1015395.125000 Penalty: 918.612671
	Iteration 51Q: 3 clusters Score -1015395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1015397.812500 Penalty: 918.612671
	Iteration 52Q: 3 clusters Score -1015398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1015397.250000 Penalty: 918.612671
	Iteration 53Q: 3 clusters Score -1015397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1015399.312500 Penalty: 918.612671
	Iteration 54Q: 3 clusters Score -1015399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1015399.687500 Penalty: 918.612671
	Iteration 55Q: 3 clusters Score -1015400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1015401.687500 Penalty: 918.612671
	Iteration 56Q: 3 clusters Score -1015402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1015400.750000 Penalty: 918.612671
	Iteration 57Q: 3 clusters Score -1015401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1015399.875000 Penalty: 918.612671
	Iteration 58Q: 3 clusters Score -1015400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1015400.562500 Penalty: 918.612671
	Iteration 59Q: 3 clusters Score -1015401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1015398.750000 Penalty: 918.612671
	Iteration 60F: 3 clusters Score -1015399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1015395.937500 Penalty: 918.612671
	Iteration 61Q: 3 clusters Score -1015396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1015400.500000 Penalty: 918.612671
	Iteration 62Q: 3 clusters Score -1015400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1015401.125000 Penalty: 918.612671
	Iteration 63Q: 3 clusters Score -1015401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1015403.937500 Penalty: 918.612671
	Iteration 64Q: 3 clusters Score -1015404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1015401.250000 Penalty: 918.612671
	Iteration 65Q: 3 clusters Score -1015401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1015402.625000 Penalty: 918.612671
	Iteration 66Q: 3 clusters Score -1015403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1015403.812500 Penalty: 918.612671
	Iteration 67Q: 3 clusters Score -1015404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1015405.812500 Penalty: 918.612671
	Iteration 68Q: 3 clusters Score -1015406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1015406.312500 Penalty: 918.612671
	Iteration 69Q: 3 clusters Score -1015406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1015409.125000 Penalty: 918.612671
	Iteration 70Q: 3 clusters Score -1015409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1015409.000000 Penalty: 918.612671
	Iteration 71Q: 3 clusters Score -1015409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1015409.437500 Penalty: 918.612671
	Iteration 72Q: 3 clusters Score -1015409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1015409.375000 Penalty: 918.612671
	Iteration 73Q: 3 clusters Score -1015409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1015411.125000 Penalty: 918.612671
	Iteration 74Q: 3 clusters Score -1015411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1015410.000000 Penalty: 918.612671
	Iteration 75Q: 3 clusters Score -1015410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1015409.687500 Penalty: 918.612671
	Iteration 76Q: 3 clusters Score -1015410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1015408.062500 Penalty: 918.612671
	Iteration 77Q: 3 clusters Score -1015408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1015408.562500 Penalty: 918.612671
	Iteration 78Q: 3 clusters Score -1015409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1015406.875000 Penalty: 918.612671
	Iteration 79Q: 3 clusters Score -1015407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1015408.437500 Penalty: 918.612671
	Iteration 80F: 3 clusters Score -1015408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1015409.250000 Penalty: 918.612671
	Iteration 81Q: 3 clusters Score -1015409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1015409.500000 Penalty: 918.612671
	Iteration 82Q: 3 clusters Score -1015410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1015408.750000 Penalty: 918.612671
	Iteration 83Q: 3 clusters Score -1015409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1015408.312500 Penalty: 918.612671
	Iteration 84Q: 3 clusters Score -1015408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1015409.250000 Penalty: 918.612671
	Iteration 85Q: 3 clusters Score -1015409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1015409.750000 Penalty: 918.612671
	Iteration 86Q: 3 clusters Score -1015410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1015409.437500 Penalty: 918.612671
	Iteration 87Q: 3 clusters Score -1015409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1015410.062500 Penalty: 918.612671
	Iteration 88Q: 3 clusters Score -1015410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1015412.250000 Penalty: 918.612671
	Iteration 89Q: 3 clusters Score -1015412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1015410.375000 Penalty: 918.612671
	Iteration 90Q: 3 clusters Score -1015410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1015410.375000 Penalty: 918.612671
	Iteration 91Q: 3 clusters Score -1015410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1015409.250000 Penalty: 918.612671
	Iteration 92Q: 3 clusters Score -1015409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1015409.937500 Penalty: 918.612671
	Iteration 93Q: 3 clusters Score -1015410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1015410.562500 Penalty: 918.612671
	Iteration 94Q: 3 clusters Score -1015411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1015411.000000 Penalty: 918.612671
	Iteration 95Q: 3 clusters Score -1015411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1015410.187500 Penalty: 918.612671
	Iteration 96Q: 3 clusters Score -1015410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1015409.125000 Penalty: 918.612671
	Iteration 97Q: 3 clusters Score -1015409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1015409.687500 Penalty: 918.612671
	Iteration 98Q: 3 clusters Score -1015410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1015409.187500 Penalty: 918.612671
	Iteration 99Q: 3 clusters Score -1015409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1015410.187500 Penalty: 918.612671
	Iteration 100F: 3 clusters Score -1015410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1015410.375000 Penalty: 918.612671
	Iteration 101Q: 3 clusters Score -1015410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1015409.125000 Penalty: 918.612671
	Iteration 102Q: 3 clusters Score -1015409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1015409.125000 Penalty: 918.612671
	Iteration 103F: 3 clusters Score -1015409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 61130 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 10688 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 4147 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2480 members 
Mstep: Class 14 contains 29668 members 
Mstep: Class 15 contains 1607 members 
Mstep: Class 16 contains 487066 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 6579 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 5179 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3009 members 
Mstep: Class 25 contains 12605 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14723 members 
Mstep: Class 29 contains 13525 members 
Entering Unmasked Estep 
Score: -28293778.000000 Penalty: 17814.302734
Splitting cluster 8 changes total score from -28293588.000000 to -28293778.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -10509.158203 Penalty: 272.838593
	Iteration 0F: 2 clusters Score -10509.16 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 217 members 
Entering Unmasked Estep 
Score: -10094.601562 Penalty: 545.677185
	Iteration 0F: 3 clusters Score -10094.6 nChanged 150
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: -10416.975586 Penalty: 545.677185
	Iteration 1F: 3 clusters Score -10416.98 nChanged 53
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: -10549.111328 Penalty: 545.677185
	Iteration 2F: 3 clusters Score -10549.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10611.235352 Penalty: 545.677185
	Iteration 3F: 3 clusters Score -10611.24 nChanged 25
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: -10675.868164 Penalty: 545.677185
	Iteration 4F: 3 clusters Score -10675.87 nChanged 22
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: -10744.935547 Penalty: 545.677185
	Iteration 5F: 3 clusters Score -10744.94 nChanged 12
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: -10814.120117 Penalty: 545.677185
	Iteration 6Q: 3 clusters Score -10814.12 nChanged 8
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: -10841.335938 Penalty: 545.677185
	Iteration 7Q: 3 clusters Score -10841.34 nChanged 12
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: -10860.346680 Penalty: 545.677185
	Iteration 8Q: 3 clusters Score -10860.35 nChanged 5
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: -10869.605469 Penalty: 545.677185
	Iteration 9Q: 3 clusters Score -10869.61 nChanged 5
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: -10884.439453 Penalty: 545.677185
	Iteration 10Q: 3 clusters Score -10884.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10907.551758 Penalty: 545.677185
	Iteration 11Q: 3 clusters Score -10907.55 nChanged 8
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: -10947.910156 Penalty: 545.677185
	Iteration 12Q: 3 clusters Score -10947.91 nChanged 6
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: -10964.769531 Penalty: 545.677185
	Iteration 13Q: 3 clusters Score -10964.77 nChanged 1
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: -10965.765625 Penalty: 545.677185
	Iteration 14Q: 3 clusters Score -10965.77 nChanged 0
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: -10965.765625 Penalty: 545.677185
	Iteration 15F: 3 clusters Score -10965.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 61130 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 10688 members 
Mstep: Class 9 contains 156 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 4147 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 2480 members 
Mstep: Class 14 contains 29668 members 
Mstep: Class 15 contains 1607 members 
Mstep: Class 16 contains 487066 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 6579 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 5179 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3009 members 
Mstep: Class 25 contains 12605 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14723 members 
Mstep: Class 29 contains 13525 members 
Mstep: Class 30 contains 246 members 
Entering Unmasked Estep 
Score: -28293884.000000 Penalty: 18428.589844
Splitting cluster 9 changes total score from -28293588.000000 to -28293884.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 10 (4991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Entering Unmasked Estep 
Score: -196580.812500 Penalty: 387.450317
	Iteration 0F: 2 clusters Score -196580.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -193258.250000 Penalty: 774.900635
	Iteration 0F: 3 clusters Score -193258.2 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -194636.921875 Penalty: 774.900635
	Iteration 1F: 3 clusters Score -194636.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -194954.546875 Penalty: 774.900635
	Iteration 2F: 3 clusters Score -194954.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -195264.500000 Penalty: 774.900635
	Iteration 3F: 3 clusters Score -195264.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -195548.328125 Penalty: 774.900635
	Iteration 4F: 3 clusters Score -195548.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -195724.406250 Penalty: 774.900635
	Iteration 5F: 3 clusters Score -195724.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -195821.843750 Penalty: 774.900635
	Iteration 6Q: 3 clusters Score -195821.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -195870.734375 Penalty: 774.900635
	Iteration 7Q: 3 clusters Score -195870.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -195919.750000 Penalty: 774.900635
	Iteration 8Q: 3 clusters Score -195919.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -195967.687500 Penalty: 774.900635
	Iteration 9Q: 3 clusters Score -195967.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -196004.765625 Penalty: 774.900635
	Iteration 10Q: 3 clusters Score -196004.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -196051.281250 Penalty: 774.900635
	Iteration 11Q: 3 clusters Score -196051.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -196123.421875 Penalty: 774.900635
	Iteration 12Q: 3 clusters Score -196123.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -196200.625000 Penalty: 774.900635
	Iteration 13Q: 3 clusters Score -196200.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -196278.406250 Penalty: 774.900635
	Iteration 14Q: 3 clusters Score -196278.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -196377.906250 Penalty: 774.900635
	Iteration 15Q: 3 clusters Score -196377.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -196449.578125 Penalty: 774.900635
	Iteration 16Q: 3 clusters Score -196449.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -196475.640625 Penalty: 774.900635
	Iteration 17Q: 3 clusters Score -196475.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -196492.859375 Penalty: 774.900635
	Iteration 18Q: 3 clusters Score -196492.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -196503.062500 Penalty: 774.900635
	Iteration 19Q: 3 clusters Score -196503.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -196507.781250 Penalty: 774.900635
	Iteration 20F: 3 clusters Score -196507.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -196510.734375 Penalty: 774.900635
	Iteration 21Q: 3 clusters Score -196510.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -196513.125000 Penalty: 774.900635
	Iteration 22Q: 3 clusters Score -196513.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -196514.921875 Penalty: 774.900635
	Iteration 23Q: 3 clusters Score -196514.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -196517.218750 Penalty: 774.900635
	Iteration 24Q: 3 clusters Score -196517.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -196519.000000 Penalty: 774.900635
	Iteration 25Q: 3 clusters Score -196519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -196520.953125 Penalty: 774.900635
	Iteration 26Q: 3 clusters Score -196521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -196522.140625 Penalty: 774.900635
	Iteration 27Q: 3 clusters Score -196522.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -196523.640625 Penalty: 774.900635
	Iteration 28Q: 3 clusters Score -196523.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -196523.703125 Penalty: 774.900635
	Iteration 29Q: 3 clusters Score -196523.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -196523.578125 Penalty: 774.900635
	Iteration 30Q: 3 clusters Score -196523.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -196523.843750 Penalty: 774.900635
	Iteration 31Q: 3 clusters Score -196523.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -196523.843750 Penalty: 774.900635
	Iteration 32F: 3 clusters Score -196523.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Entering Unmasked Estep 
Score: -167961.046875 Penalty: 379.021362
	Iteration 0F: 2 clusters Score -167961 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 2090 members 
Entering Unmasked Estep 
Score: -165131.062500 Penalty: 758.042725
	Iteration 0F: 3 clusters Score -165131.1 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -166295.156250 Penalty: 758.042725
	Iteration 1F: 3 clusters Score -166295.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -166615.515625 Penalty: 758.042725
	Iteration 2F: 3 clusters Score -166615.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -166994.328125 Penalty: 758.042725
	Iteration 3F: 3 clusters Score -166994.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -167277.546875 Penalty: 758.042725
	Iteration 4F: 3 clusters Score -167277.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -167440.406250 Penalty: 758.042725
	Iteration 5F: 3 clusters Score -167440.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -167564.953125 Penalty: 758.042725
	Iteration 6Q: 3 clusters Score -167565 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -167624.484375 Penalty: 758.042725
	Iteration 7Q: 3 clusters Score -167624.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -167668.234375 Penalty: 758.042725
	Iteration 8Q: 3 clusters Score -167668.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -167701.031250 Penalty: 758.042725
	Iteration 9Q: 3 clusters Score -167701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -167715.640625 Penalty: 758.042725
	Iteration 10Q: 3 clusters Score -167715.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -167730.500000 Penalty: 758.042725
	Iteration 11Q: 3 clusters Score -167730.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -167742.140625 Penalty: 758.042725
	Iteration 12Q: 3 clusters Score -167742.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -167753.796875 Penalty: 758.042725
	Iteration 13Q: 3 clusters Score -167753.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -167767.265625 Penalty: 758.042725
	Iteration 14Q: 3 clusters Score -167767.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -167786.609375 Penalty: 758.042725
	Iteration 15Q: 3 clusters Score -167786.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -167805.734375 Penalty: 758.042725
	Iteration 16Q: 3 clusters Score -167805.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -167823.984375 Penalty: 758.042725
	Iteration 17Q: 3 clusters Score -167824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -167833.718750 Penalty: 758.042725
	Iteration 18Q: 3 clusters Score -167833.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -167841.218750 Penalty: 758.042725
	Iteration 19Q: 3 clusters Score -167841.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -167841.968750 Penalty: 758.042725
	Iteration 20F: 3 clusters Score -167842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -167842.921875 Penalty: 758.042725
	Iteration 21Q: 3 clusters Score -167842.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -167843.343750 Penalty: 758.042725
	Iteration 22Q: 3 clusters Score -167843.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -167843.343750 Penalty: 758.042725
	Iteration 23F: 3 clusters Score -167843.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Entering Unmasked Estep 
Score: -162096.703125 Penalty: 379.750610
	Iteration 0F: 2 clusters Score -162096.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -159284.968750 Penalty: 759.501221
	Iteration 0F: 3 clusters Score -159285 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -160372.859375 Penalty: 759.501221
	Iteration 1F: 3 clusters Score -160372.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -160641.000000 Penalty: 759.501221
	Iteration 2F: 3 clusters Score -160641 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -160998.953125 Penalty: 759.501221
	Iteration 3F: 3 clusters Score -160999 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -161405.234375 Penalty: 759.501221
	Iteration 4F: 3 clusters Score -161405.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -161745.031250 Penalty: 759.501221
	Iteration 5F: 3 clusters Score -161745 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -162047.796875 Penalty: 759.501221
	Iteration 6F: 3 clusters Score -162047.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -162346.203125 Penalty: 759.501221
	Iteration 7Q: 3 clusters Score -162346.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -162613.687500 Penalty: 759.501221
	Iteration 8Q: 3 clusters Score -162613.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -162853.531250 Penalty: 759.501221
	Iteration 9Q: 3 clusters Score -162853.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -162928.265625 Penalty: 759.501221
	Iteration 10Q: 3 clusters Score -162928.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -162932.062500 Penalty: 759.501221
	Iteration 11Q: 3 clusters Score -162932.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -162933.562500 Penalty: 759.501221
	Iteration 12Q: 3 clusters Score -162933.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -162933.750000 Penalty: 759.501221
	Iteration 13Q: 3 clusters Score -162933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -162933.984375 Penalty: 759.501221
	Iteration 14Q: 3 clusters Score -162934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -162933.984375 Penalty: 759.501221
	Iteration 15F: 3 clusters Score -162934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 61130 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 10688 members 
Mstep: Class 9 contains 156 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 4147 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 2480 members 
Mstep: Class 14 contains 29668 members 
Mstep: Class 15 contains 1607 members 
Mstep: Class 16 contains 487066 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 6579 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 5179 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3009 members 
Mstep: Class 25 contains 12605 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14723 members 
Mstep: Class 29 contains 13525 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 2974 members 
Entering Unmasked Estep 
Score: -28294496.000000 Penalty: 19042.875000
Splitting cluster 12 changes total score from -28293588.000000 to -28294496.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 13 (2480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Entering Unmasked Estep 
Score: -101932.171875 Penalty: 355.628632
	Iteration 0F: 2 clusters Score -101932.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -100177.304688 Penalty: 711.257263
	Iteration 0F: 3 clusters Score -100177.3 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -100775.851562 Penalty: 711.257263
	Iteration 1F: 3 clusters Score -100775.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -100858.687500 Penalty: 711.257263
	Iteration 2F: 3 clusters Score -100858.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -100919.695312 Penalty: 711.257263
	Iteration 3F: 3 clusters Score -100919.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -100965.843750 Penalty: 711.257263
	Iteration 4Q: 3 clusters Score -100965.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -101005.828125 Penalty: 711.257263
	Iteration 5Q: 3 clusters Score -101005.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -101038.484375 Penalty: 711.257263
	Iteration 6Q: 3 clusters Score -101038.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -101083.921875 Penalty: 711.257263
	Iteration 7Q: 3 clusters Score -101083.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -101151.250000 Penalty: 711.257263
	Iteration 8Q: 3 clusters Score -101151.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -101221.460938 Penalty: 711.257263
	Iteration 9Q: 3 clusters Score -101221.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -101304.890625 Penalty: 711.257263
	Iteration 10Q: 3 clusters Score -101304.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -101368.046875 Penalty: 711.257263
	Iteration 11Q: 3 clusters Score -101368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -101421.757812 Penalty: 711.257263
	Iteration 12Q: 3 clusters Score -101421.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -101471.640625 Penalty: 711.257263
	Iteration 13Q: 3 clusters Score -101471.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -101512.460938 Penalty: 711.257263
	Iteration 14Q: 3 clusters Score -101512.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -101550.656250 Penalty: 711.257263
	Iteration 15Q: 3 clusters Score -101550.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -101587.187500 Penalty: 711.257263
	Iteration 16Q: 3 clusters Score -101587.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -101598.625000 Penalty: 711.257263
	Iteration 17Q: 3 clusters Score -101598.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -101606.164062 Penalty: 711.257263
	Iteration 18Q: 3 clusters Score -101606.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -101609.265625 Penalty: 711.257263
	Iteration 19Q: 3 clusters Score -101609.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -101612.960938 Penalty: 711.257263
	Iteration 20F: 3 clusters Score -101613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -101615.796875 Penalty: 711.257263
	Iteration 21Q: 3 clusters Score -101615.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -101615.859375 Penalty: 711.257263
	Iteration 22Q: 3 clusters Score -101615.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -101615.859375 Penalty: 711.257263
	Iteration 23F: 3 clusters Score -101615.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Entering Unmasked Estep 
Score: -1206383.750000 Penalty: 468.550995
	Iteration 0F: 2 clusters Score -1206384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1186581.250000 Penalty: 937.101990
	Iteration 0F: 3 clusters Score -1186581 nChanged 14237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -1195594.000000 Penalty: 937.101990
	Iteration 1F: 3 clusters Score -1195594 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -1196900.250000 Penalty: 937.101990
	Iteration 2F: 3 clusters Score -1196900 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -1198771.500000 Penalty: 937.101990
	Iteration 3F: 3 clusters Score -1198772 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -1200779.250000 Penalty: 937.101990
	Iteration 4F: 3 clusters Score -1200779 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -1202679.250000 Penalty: 937.101990
	Iteration 5F: 3 clusters Score -1202679 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -1204119.875000 Penalty: 937.101990
	Iteration 6F: 3 clusters Score -1204120 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -1204970.125000 Penalty: 937.101990
	Iteration 7Q: 3 clusters Score -1204970 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -1205479.500000 Penalty: 937.101990
	Iteration 8Q: 3 clusters Score -1205480 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -1205751.125000 Penalty: 937.101990
	Iteration 9Q: 3 clusters Score -1205751 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -1205937.750000 Penalty: 937.101990
	Iteration 10Q: 3 clusters Score -1205938 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -1206064.625000 Penalty: 937.101990
	Iteration 11Q: 3 clusters Score -1206065 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -1206132.125000 Penalty: 937.101990
	Iteration 12Q: 3 clusters Score -1206132 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -1206182.875000 Penalty: 937.101990
	Iteration 13Q: 3 clusters Score -1206183 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -1206231.375000 Penalty: 937.101990
	Iteration 14Q: 3 clusters Score -1206231 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -1206254.375000 Penalty: 937.101990
	Iteration 15Q: 3 clusters Score -1206254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -1206270.375000 Penalty: 937.101990
	Iteration 16Q: 3 clusters Score -1206270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -1206281.125000 Penalty: 937.101990
	Iteration 17Q: 3 clusters Score -1206281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -1206288.125000 Penalty: 937.101990
	Iteration 18Q: 3 clusters Score -1206288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -1206291.500000 Penalty: 937.101990
	Iteration 19Q: 3 clusters Score -1206292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -1206294.625000 Penalty: 937.101990
	Iteration 20F: 3 clusters Score -1206295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -1206295.625000 Penalty: 937.101990
	Iteration 21Q: 3 clusters Score -1206296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -1206297.625000 Penalty: 937.101990
	Iteration 22Q: 3 clusters Score -1206298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -1206301.750000 Penalty: 937.101990
	Iteration 23Q: 3 clusters Score -1206302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -1206303.375000 Penalty: 937.101990
	Iteration 24Q: 3 clusters Score -1206303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -1206305.875000 Penalty: 937.101990
	Iteration 25Q: 3 clusters Score -1206306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -1206308.875000 Penalty: 937.101990
	Iteration 26Q: 3 clusters Score -1206309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -1206310.125000 Penalty: 937.101990
	Iteration 27Q: 3 clusters Score -1206310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -1206308.625000 Penalty: 937.101990
	Iteration 28Q: 3 clusters Score -1206309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -1206308.500000 Penalty: 937.101990
	Iteration 29Q: 3 clusters Score -1206308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -1206310.250000 Penalty: 937.101990
	Iteration 30Q: 3 clusters Score -1206310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -1206310.375000 Penalty: 937.101990
	Iteration 31Q: 3 clusters Score -1206310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -1206310.375000 Penalty: 937.101990
	Iteration 32F: 3 clusters Score -1206310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -62610.738281 Penalty: 335.886658
	Iteration 0F: 2 clusters Score -62610.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -61421.187500 Penalty: 671.773315
	Iteration 0F: 3 clusters Score -61421.19 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -61823.269531 Penalty: 671.773315
	Iteration 1F: 3 clusters Score -61823.27 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -61888.074219 Penalty: 671.773315
	Iteration 2F: 3 clusters Score -61888.07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -61925.375000 Penalty: 671.773315
	Iteration 3F: 3 clusters Score -61925.38 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -61962.566406 Penalty: 671.773315
	Iteration 4Q: 3 clusters Score -61962.57 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -61982.292969 Penalty: 671.773315
	Iteration 5Q: 3 clusters Score -61982.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -61996.851562 Penalty: 671.773315
	Iteration 6Q: 3 clusters Score -61996.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -62007.105469 Penalty: 671.773315
	Iteration 7Q: 3 clusters Score -62007.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -62016.875000 Penalty: 671.773315
	Iteration 8Q: 3 clusters Score -62016.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -62034.007812 Penalty: 671.773315
	Iteration 9Q: 3 clusters Score -62034.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -62048.652344 Penalty: 671.773315
	Iteration 10Q: 3 clusters Score -62048.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -62061.980469 Penalty: 671.773315
	Iteration 11Q: 3 clusters Score -62061.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -62079.093750 Penalty: 671.773315
	Iteration 12Q: 3 clusters Score -62079.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -62107.000000 Penalty: 671.773315
	Iteration 13Q: 3 clusters Score -62107 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -62132.707031 Penalty: 671.773315
	Iteration 14Q: 3 clusters Score -62132.71 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -62174.789062 Penalty: 671.773315
	Iteration 15Q: 3 clusters Score -62174.79 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -62204.421875 Penalty: 671.773315
	Iteration 16Q: 3 clusters Score -62204.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -62227.527344 Penalty: 671.773315
	Iteration 17Q: 3 clusters Score -62227.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -62240.562500 Penalty: 671.773315
	Iteration 18Q: 3 clusters Score -62240.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -62248.699219 Penalty: 671.773315
	Iteration 19Q: 3 clusters Score -62248.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -62253.191406 Penalty: 671.773315
	Iteration 20F: 3 clusters Score -62253.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -62258.460938 Penalty: 671.773315
	Iteration 21Q: 3 clusters Score -62258.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -62261.246094 Penalty: 671.773315
	Iteration 22Q: 3 clusters Score -62261.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -62263.742188 Penalty: 671.773315
	Iteration 23Q: 3 clusters Score -62263.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -62269.085938 Penalty: 671.773315
	Iteration 24Q: 3 clusters Score -62269.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -62276.582031 Penalty: 671.773315
	Iteration 25Q: 3 clusters Score -62276.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -62282.484375 Penalty: 671.773315
	Iteration 26Q: 3 clusters Score -62282.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -62286.378906 Penalty: 671.773315
	Iteration 27Q: 3 clusters Score -62286.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -62289.363281 Penalty: 671.773315
	Iteration 28Q: 3 clusters Score -62289.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62292.031250 Penalty: 671.773315
	Iteration 29Q: 3 clusters Score -62292.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -62293.910156 Penalty: 671.773315
	Iteration 30Q: 3 clusters Score -62293.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -62297.527344 Penalty: 671.773315
	Iteration 31Q: 3 clusters Score -62297.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -62299.824219 Penalty: 671.773315
	Iteration 32Q: 3 clusters Score -62299.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62302.023438 Penalty: 671.773315
	Iteration 33Q: 3 clusters Score -62302.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -62304.238281 Penalty: 671.773315
	Iteration 34Q: 3 clusters Score -62304.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -62304.554688 Penalty: 671.773315
	Iteration 35Q: 3 clusters Score -62304.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62305.324219 Penalty: 671.773315
	Iteration 36Q: 3 clusters Score -62305.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62306.886719 Penalty: 671.773315
	Iteration 37Q: 3 clusters Score -62306.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62308.894531 Penalty: 671.773315
	Iteration 38Q: 3 clusters Score -62308.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62312.199219 Penalty: 671.773315
	Iteration 39Q: 3 clusters Score -62312.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -62315.035156 Penalty: 671.773315
	Iteration 40F: 3 clusters Score -62315.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62320.539062 Penalty: 671.773315
	Iteration 41Q: 3 clusters Score -62320.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62325.015625 Penalty: 671.773315
	Iteration 42Q: 3 clusters Score -62325.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -62329.859375 Penalty: 671.773315
	Iteration 43Q: 3 clusters Score -62329.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -62332.976562 Penalty: 671.773315
	Iteration 44Q: 3 clusters Score -62332.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62335.109375 Penalty: 671.773315
	Iteration 45Q: 3 clusters Score -62335.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -62337.394531 Penalty: 671.773315
	Iteration 46Q: 3 clusters Score -62337.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62339.871094 Penalty: 671.773315
	Iteration 47Q: 3 clusters Score -62339.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62344.742188 Penalty: 671.773315
	Iteration 48Q: 3 clusters Score -62344.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62353.453125 Penalty: 671.773315
	Iteration 49Q: 3 clusters Score -62353.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62356.906250 Penalty: 671.773315
	Iteration 50Q: 3 clusters Score -62356.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -62358.078125 Penalty: 671.773315
	Iteration 51Q: 3 clusters Score -62358.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62358.914062 Penalty: 671.773315
	Iteration 52Q: 3 clusters Score -62358.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62359.980469 Penalty: 671.773315
	Iteration 53Q: 3 clusters Score -62359.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62359.980469 Penalty: 671.773315
	Iteration 54F: 3 clusters Score -62359.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (487066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487066 members 
Entering Unmasked Estep 
Score: -19784230.000000 Penalty: 595.875061
	Iteration 0F: 2 clusters Score -1.978423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244317 members 
Mstep: Class 2 contains 242749 members 
Entering Unmasked Estep 
Score: -19453704.000000 Penalty: 1191.750122
	Iteration 0F: 3 clusters Score -1.94537e+07 nChanged 241230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310477 members 
Mstep: Class 2 contains 176589 members 
Entering Unmasked Estep 
Score: -19619184.000000 Penalty: 1191.750122
	Iteration 1F: 3 clusters Score -1.961918e+07 nChanged 39226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348805 members 
Mstep: Class 2 contains 138261 members 
Entering Unmasked Estep 
Score: -19647612.000000 Penalty: 1191.750122
	Iteration 2F: 3 clusters Score -1.964761e+07 nChanged 46457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394648 members 
Mstep: Class 2 contains 92418 members 
Entering Unmasked Estep 
Score: -19689222.000000 Penalty: 1191.750122
	Iteration 3F: 3 clusters Score -1.968922e+07 nChanged 42514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436742 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -19732820.000000 Penalty: 1191.750122
	Iteration 4F: 3 clusters Score -1.973282e+07 nChanged 28441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465011 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -19763034.000000 Penalty: 1191.750122
	Iteration 5F: 3 clusters Score -1.976303e+07 nChanged 13766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478707 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -19777064.000000 Penalty: 1191.750122
	Iteration 6Q: 3 clusters Score -1.977706e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483660 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -19781640.000000 Penalty: 1191.750122
	Iteration 7Q: 3 clusters Score -1.978164e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485299 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -19782946.000000 Penalty: 1191.750122
	Iteration 8Q: 3 clusters Score -1.978295e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485875 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -19783394.000000 Penalty: 1191.750122
	Iteration 9Q: 3 clusters Score -1.978339e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486110 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -19783548.000000 Penalty: 1191.750122
	Iteration 10Q: 3 clusters Score -1.978355e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486210 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -19783704.000000 Penalty: 1191.750122
	Iteration 11Q: 3 clusters Score -1.97837e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486257 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -19783742.000000 Penalty: 1191.750122
	Iteration 12Q: 3 clusters Score -1.978374e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486284 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -19783792.000000 Penalty: 1191.750122
	Iteration 13Q: 3 clusters Score -1.978379e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486305 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -19783808.000000 Penalty: 1191.750122
	Iteration 14Q: 3 clusters Score -1.978381e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486311 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -19783844.000000 Penalty: 1191.750122
	Iteration 15Q: 3 clusters Score -1.978384e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486313 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -19783870.000000 Penalty: 1191.750122
	Iteration 16Q: 3 clusters Score -1.978387e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486309 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -19783884.000000 Penalty: 1191.750122
	Iteration 17Q: 3 clusters Score -1.978388e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486295 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -19783868.000000 Penalty: 1191.750122
	Iteration 18Q: 3 clusters Score -1.978387e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486287 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -19783864.000000 Penalty: 1191.750122
	Iteration 19Q: 3 clusters Score -1.978386e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486274 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -19783876.000000 Penalty: 1191.750122
	Iteration 20F: 3 clusters Score -1.978388e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486271 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -19783892.000000 Penalty: 1191.750122
	Iteration 21Q: 3 clusters Score -1.978389e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486270 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -19783900.000000 Penalty: 1191.750122
	Iteration 22Q: 3 clusters Score -1.97839e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486276 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -19783912.000000 Penalty: 1191.750122
	Iteration 23Q: 3 clusters Score -1.978391e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486276 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -19783918.000000 Penalty: 1191.750122
	Iteration 24Q: 3 clusters Score -1.978392e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486279 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -19783926.000000 Penalty: 1191.750122
	Iteration 25Q: 3 clusters Score -1.978393e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486279 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -19783932.000000 Penalty: 1191.750122
	Iteration 26Q: 3 clusters Score -1.978393e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486276 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -19783944.000000 Penalty: 1191.750122
	Iteration 27Q: 3 clusters Score -1.978394e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486279 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -19783958.000000 Penalty: 1191.750122
	Iteration 28Q: 3 clusters Score -1.978396e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486283 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -19783970.000000 Penalty: 1191.750122
	Iteration 29Q: 3 clusters Score -1.978397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486282 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -19783958.000000 Penalty: 1191.750122
	Iteration 30Q: 3 clusters Score -1.978396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486283 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -19783960.000000 Penalty: 1191.750122
	Iteration 31Q: 3 clusters Score -1.978396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486287 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -19783958.000000 Penalty: 1191.750122
	Iteration 32Q: 3 clusters Score -1.978396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486288 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -19783968.000000 Penalty: 1191.750122
	Iteration 33Q: 3 clusters Score -1.978397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486288 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -19783968.000000 Penalty: 1191.750122
	Iteration 34F: 3 clusters Score -1.978397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Entering Unmasked Estep 
Score: -258846.937500 Penalty: 397.808929
	Iteration 0F: 2 clusters Score -258846.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -254738.890625 Penalty: 795.617859
	Iteration 0F: 3 clusters Score -254738.9 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -257153.500000 Penalty: 795.617859
	Iteration 1F: 3 clusters Score -257153.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -257593.203125 Penalty: 795.617859
	Iteration 2F: 3 clusters Score -257593.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -257895.390625 Penalty: 795.617859
	Iteration 3F: 3 clusters Score -257895.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -258084.671875 Penalty: 795.617859
	Iteration 4Q: 3 clusters Score -258084.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -258249.781250 Penalty: 795.617859
	Iteration 5Q: 3 clusters Score -258249.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -258347.250000 Penalty: 795.617859
	Iteration 6Q: 3 clusters Score -258347.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -258396.921875 Penalty: 795.617859
	Iteration 7Q: 3 clusters Score -258396.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -258436.156250 Penalty: 795.617859
	Iteration 8Q: 3 clusters Score -258436.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -258462.718750 Penalty: 795.617859
	Iteration 9Q: 3 clusters Score -258462.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -258486.171875 Penalty: 795.617859
	Iteration 10Q: 3 clusters Score -258486.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -258503.625000 Penalty: 795.617859
	Iteration 11Q: 3 clusters Score -258503.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -258515.843750 Penalty: 795.617859
	Iteration 12Q: 3 clusters Score -258515.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -258524.703125 Penalty: 795.617859
	Iteration 13Q: 3 clusters Score -258524.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -258534.828125 Penalty: 795.617859
	Iteration 14Q: 3 clusters Score -258534.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -258542.515625 Penalty: 795.617859
	Iteration 15Q: 3 clusters Score -258542.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -258548.031250 Penalty: 795.617859
	Iteration 16Q: 3 clusters Score -258548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -258553.390625 Penalty: 795.617859
	Iteration 17Q: 3 clusters Score -258553.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -258560.937500 Penalty: 795.617859
	Iteration 18Q: 3 clusters Score -258560.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -258565.656250 Penalty: 795.617859
	Iteration 19Q: 3 clusters Score -258565.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -258568.656250 Penalty: 795.617859
	Iteration 20F: 3 clusters Score -258568.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -258571.578125 Penalty: 795.617859
	Iteration 21Q: 3 clusters Score -258571.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -258575.718750 Penalty: 795.617859
	Iteration 22Q: 3 clusters Score -258575.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -258579.109375 Penalty: 795.617859
	Iteration 23Q: 3 clusters Score -258579.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -258581.671875 Penalty: 795.617859
	Iteration 24Q: 3 clusters Score -258581.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -258583.015625 Penalty: 795.617859
	Iteration 25Q: 3 clusters Score -258583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -258583.359375 Penalty: 795.617859
	Iteration 26Q: 3 clusters Score -258583.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -258584.343750 Penalty: 795.617859
	Iteration 27Q: 3 clusters Score -258584.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -258584.828125 Penalty: 795.617859
	Iteration 28Q: 3 clusters Score -258584.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -258585.140625 Penalty: 795.617859
	Iteration 29Q: 3 clusters Score -258585.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -258585.718750 Penalty: 795.617859
	Iteration 30Q: 3 clusters Score -258585.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -258586.265625 Penalty: 795.617859
	Iteration 31Q: 3 clusters Score -258586.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -258586.000000 Penalty: 795.617859
	Iteration 32Q: 3 clusters Score -258586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -258586.000000 Penalty: 795.617859
	Iteration 33F: 3 clusters Score -258586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Entering Unmasked Estep 
Score: -255346.609375 Penalty: 400.019531
	Iteration 0F: 2 clusters Score -255346.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -250909.343750 Penalty: 800.039062
	Iteration 0F: 3 clusters Score -250909.3 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -252941.078125 Penalty: 800.039062
	Iteration 1F: 3 clusters Score -252941.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -253342.187500 Penalty: 800.039062
	Iteration 2F: 3 clusters Score -253342.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -253648.484375 Penalty: 800.039062
	Iteration 3F: 3 clusters Score -253648.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -253869.187500 Penalty: 800.039062
	Iteration 4F: 3 clusters Score -253869.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -254056.453125 Penalty: 800.039062
	Iteration 5Q: 3 clusters Score -254056.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -254186.046875 Penalty: 800.039062
	Iteration 6Q: 3 clusters Score -254186 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -254268.671875 Penalty: 800.039062
	Iteration 7Q: 3 clusters Score -254268.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -254327.359375 Penalty: 800.039062
	Iteration 8Q: 3 clusters Score -254327.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -254379.375000 Penalty: 800.039062
	Iteration 9Q: 3 clusters Score -254379.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -254423.156250 Penalty: 800.039062
	Iteration 10Q: 3 clusters Score -254423.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -254460.328125 Penalty: 800.039062
	Iteration 11Q: 3 clusters Score -254460.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -254490.078125 Penalty: 800.039062
	Iteration 12Q: 3 clusters Score -254490.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -254517.531250 Penalty: 800.039062
	Iteration 13Q: 3 clusters Score -254517.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -254547.453125 Penalty: 800.039062
	Iteration 14Q: 3 clusters Score -254547.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -254573.562500 Penalty: 800.039062
	Iteration 15Q: 3 clusters Score -254573.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -254595.453125 Penalty: 800.039062
	Iteration 16Q: 3 clusters Score -254595.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -254613.562500 Penalty: 800.039062
	Iteration 17Q: 3 clusters Score -254613.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -254629.359375 Penalty: 800.039062
	Iteration 18Q: 3 clusters Score -254629.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -254644.328125 Penalty: 800.039062
	Iteration 19Q: 3 clusters Score -254644.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -254667.093750 Penalty: 800.039062
	Iteration 20F: 3 clusters Score -254667.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -254694.328125 Penalty: 800.039062
	Iteration 21Q: 3 clusters Score -254694.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -254724.546875 Penalty: 800.039062
	Iteration 22Q: 3 clusters Score -254724.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -254746.343750 Penalty: 800.039062
	Iteration 23Q: 3 clusters Score -254746.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -254765.031250 Penalty: 800.039062
	Iteration 24Q: 3 clusters Score -254765 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -254781.234375 Penalty: 800.039062
	Iteration 25Q: 3 clusters Score -254781.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -254793.484375 Penalty: 800.039062
	Iteration 26Q: 3 clusters Score -254793.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -254805.406250 Penalty: 800.039062
	Iteration 27Q: 3 clusters Score -254805.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -254812.953125 Penalty: 800.039062
	Iteration 28Q: 3 clusters Score -254813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -254818.796875 Penalty: 800.039062
	Iteration 29Q: 3 clusters Score -254818.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -254828.312500 Penalty: 800.039062
	Iteration 30Q: 3 clusters Score -254828.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -254843.156250 Penalty: 800.039062
	Iteration 31Q: 3 clusters Score -254843.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -254862.781250 Penalty: 800.039062
	Iteration 32Q: 3 clusters Score -254862.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -254887.187500 Penalty: 800.039062
	Iteration 33Q: 3 clusters Score -254887.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -254926.671875 Penalty: 800.039062
	Iteration 34Q: 3 clusters Score -254926.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -254970.734375 Penalty: 800.039062
	Iteration 35Q: 3 clusters Score -254970.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -255004.750000 Penalty: 800.039062
	Iteration 36Q: 3 clusters Score -255004.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -255027.531250 Penalty: 800.039062
	Iteration 37Q: 3 clusters Score -255027.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -255044.203125 Penalty: 800.039062
	Iteration 38Q: 3 clusters Score -255044.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -255057.406250 Penalty: 800.039062
	Iteration 39Q: 3 clusters Score -255057.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -255068.937500 Penalty: 800.039062
	Iteration 40F: 3 clusters Score -255068.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -255075.437500 Penalty: 800.039062
	Iteration 41Q: 3 clusters Score -255075.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -255079.031250 Penalty: 800.039062
	Iteration 42Q: 3 clusters Score -255079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -255082.453125 Penalty: 800.039062
	Iteration 43Q: 3 clusters Score -255082.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -255084.484375 Penalty: 800.039062
	Iteration 44Q: 3 clusters Score -255084.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -255086.078125 Penalty: 800.039062
	Iteration 45Q: 3 clusters Score -255086.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -255087.187500 Penalty: 800.039062
	Iteration 46Q: 3 clusters Score -255087.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -255088.937500 Penalty: 800.039062
	Iteration 47Q: 3 clusters Score -255088.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -255089.453125 Penalty: 800.039062
	Iteration 48Q: 3 clusters Score -255089.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -255090.562500 Penalty: 800.039062
	Iteration 49Q: 3 clusters Score -255090.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -255090.734375 Penalty: 800.039062
	Iteration 50Q: 3 clusters Score -255090.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -255092.359375 Penalty: 800.039062
	Iteration 51Q: 3 clusters Score -255092.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -255093.421875 Penalty: 800.039062
	Iteration 52Q: 3 clusters Score -255093.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -255093.343750 Penalty: 800.039062
	Iteration 53Q: 3 clusters Score -255093.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -255093.640625 Penalty: 800.039062
	Iteration 54Q: 3 clusters Score -255093.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -255094.468750 Penalty: 800.039062
	Iteration 55Q: 3 clusters Score -255094.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -255094.218750 Penalty: 800.039062
	Iteration 56Q: 3 clusters Score -255094.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -255094.781250 Penalty: 800.039062
	Iteration 57Q: 3 clusters Score -255094.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -255095.890625 Penalty: 800.039062
	Iteration 58Q: 3 clusters Score -255095.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -255096.140625 Penalty: 800.039062
	Iteration 59Q: 3 clusters Score -255096.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -255096.312500 Penalty: 800.039062
	Iteration 60F: 3 clusters Score -255096.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -255096.312500 Penalty: 800.039062
	Iteration 61Q: 3 clusters Score -255096.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -255096.265625 Penalty: 800.039062
	Iteration 62Q: 3 clusters Score -255096.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -255096.265625 Penalty: 800.039062
	Iteration 63F: 3 clusters Score -255096.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -63491.714844 Penalty: 343.122437
	Iteration 0F: 2 clusters Score -63491.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -62161.964844 Penalty: 686.244873
	Iteration 0F: 3 clusters Score -62161.96 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -62730.652344 Penalty: 686.244873
	Iteration 1F: 3 clusters Score -62730.65 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -62882.531250 Penalty: 686.244873
	Iteration 2F: 3 clusters Score -62882.53 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -62983.125000 Penalty: 686.244873
	Iteration 3F: 3 clusters Score -62983.12 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -63064.757812 Penalty: 686.244873
	Iteration 4F: 3 clusters Score -63064.76 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -63115.832031 Penalty: 686.244873
	Iteration 5Q: 3 clusters Score -63115.83 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -63154.675781 Penalty: 686.244873
	Iteration 6Q: 3 clusters Score -63154.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -63169.316406 Penalty: 686.244873
	Iteration 7Q: 3 clusters Score -63169.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63179.167969 Penalty: 686.244873
	Iteration 8Q: 3 clusters Score -63179.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63190.722656 Penalty: 686.244873
	Iteration 9Q: 3 clusters Score -63190.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63203.238281 Penalty: 686.244873
	Iteration 10Q: 3 clusters Score -63203.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63212.195312 Penalty: 686.244873
	Iteration 11Q: 3 clusters Score -63212.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63218.601562 Penalty: 686.244873
	Iteration 12Q: 3 clusters Score -63218.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -63227.027344 Penalty: 686.244873
	Iteration 13Q: 3 clusters Score -63227.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -63233.230469 Penalty: 686.244873
	Iteration 14Q: 3 clusters Score -63233.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -63237.917969 Penalty: 686.244873
	Iteration 15Q: 3 clusters Score -63237.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63242.765625 Penalty: 686.244873
	Iteration 16Q: 3 clusters Score -63242.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -63246.179688 Penalty: 686.244873
	Iteration 17Q: 3 clusters Score -63246.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -63248.871094 Penalty: 686.244873
	Iteration 18Q: 3 clusters Score -63248.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -63253.632812 Penalty: 686.244873
	Iteration 19Q: 3 clusters Score -63253.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -63256.070312 Penalty: 686.244873
	Iteration 20F: 3 clusters Score -63256.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -63256.562500 Penalty: 686.244873
	Iteration 21Q: 3 clusters Score -63256.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -63256.531250 Penalty: 686.244873
	Iteration 22Q: 3 clusters Score -63256.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -63256.609375 Penalty: 686.244873
	Iteration 23Q: 3 clusters Score -63256.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -63256.609375 Penalty: 686.244873
	Iteration 24F: 3 clusters Score -63256.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Entering Unmasked Estep 
Score: -64287.718750 Penalty: 342.392090
	Iteration 0F: 2 clusters Score -64287.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -62978.300781 Penalty: 684.784180
	Iteration 0F: 3 clusters Score -62978.3 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -63560.277344 Penalty: 684.784180
	Iteration 1F: 3 clusters Score -63560.28 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -63754.378906 Penalty: 684.784180
	Iteration 2F: 3 clusters Score -63754.38 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -63963.664062 Penalty: 684.784180
	Iteration 3F: 3 clusters Score -63963.66 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -64135.183594 Penalty: 684.784180
	Iteration 4F: 3 clusters Score -64135.18 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -64262.812500 Penalty: 684.784180
	Iteration 5Q: 3 clusters Score -64262.81 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -64359.628906 Penalty: 684.784180
	Iteration 6Q: 3 clusters Score -64359.63 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -64440.203125 Penalty: 684.784180
	Iteration 7Q: 3 clusters Score -64440.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -64476.386719 Penalty: 684.784180
	Iteration 8Q: 3 clusters Score -64476.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -64488.925781 Penalty: 684.784180
	Iteration 9Q: 3 clusters Score -64488.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -64498.406250 Penalty: 684.784180
	Iteration 10Q: 3 clusters Score -64498.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -64509.992188 Penalty: 684.784180
	Iteration 11Q: 3 clusters Score -64509.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -64521.492188 Penalty: 684.784180
	Iteration 12Q: 3 clusters Score -64521.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -64539.921875 Penalty: 684.784180
	Iteration 13Q: 3 clusters Score -64539.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -64570.875000 Penalty: 684.784180
	Iteration 14Q: 3 clusters Score -64570.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -64610.007812 Penalty: 684.784180
	Iteration 15Q: 3 clusters Score -64610.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -64645.683594 Penalty: 684.784180
	Iteration 16Q: 3 clusters Score -64645.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -64659.500000 Penalty: 684.784180
	Iteration 17Q: 3 clusters Score -64659.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -64666.171875 Penalty: 684.784180
	Iteration 18Q: 3 clusters Score -64666.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -64669.906250 Penalty: 684.784180
	Iteration 19Q: 3 clusters Score -64669.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -64670.714844 Penalty: 684.784180
	Iteration 20F: 3 clusters Score -64670.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -64671.769531 Penalty: 684.784180
	Iteration 21Q: 3 clusters Score -64671.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -64672.441406 Penalty: 684.784180
	Iteration 22Q: 3 clusters Score -64672.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -64672.714844 Penalty: 684.784180
	Iteration 23Q: 3 clusters Score -64672.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -64674.105469 Penalty: 684.784180
	Iteration 24Q: 3 clusters Score -64674.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -64674.527344 Penalty: 684.784180
	Iteration 25Q: 3 clusters Score -64674.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -64674.964844 Penalty: 684.784180
	Iteration 26Q: 3 clusters Score -64674.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -64675.531250 Penalty: 684.784180
	Iteration 27Q: 3 clusters Score -64675.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -64675.593750 Penalty: 684.784180
	Iteration 28Q: 3 clusters Score -64675.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -64675.593750 Penalty: 684.784180
	Iteration 29F: 3 clusters Score -64675.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 61130 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 10688 members 
Mstep: Class 9 contains 156 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 4147 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 2480 members 
Mstep: Class 14 contains 29668 members 
Mstep: Class 15 contains 1607 members 
Mstep: Class 16 contains 487066 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 6579 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 812 members 
Mstep: Class 21 contains 5179 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 3009 members 
Mstep: Class 25 contains 12605 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14723 members 
Mstep: Class 29 contains 13525 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 2974 members 
Mstep: Class 32 contains 1042 members 
Entering Unmasked Estep 
Score: -28294632.000000 Penalty: 19657.162109
Splitting cluster 20 changes total score from -28293588.000000 to -28294632.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 21 (5179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Entering Unmasked Estep 
Score: -211563.875000 Penalty: 389.132721
	Iteration 0F: 2 clusters Score -211563.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -208041.468750 Penalty: 778.265442
	Iteration 0F: 3 clusters Score -208041.5 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -209522.343750 Penalty: 778.265442
	Iteration 1F: 3 clusters Score -209522.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -209918.937500 Penalty: 778.265442
	Iteration 2F: 3 clusters Score -209918.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -210399.796875 Penalty: 778.265442
	Iteration 3F: 3 clusters Score -210399.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -210806.859375 Penalty: 778.265442
	Iteration 4F: 3 clusters Score -210806.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -211060.171875 Penalty: 778.265442
	Iteration 5F: 3 clusters Score -211060.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -211233.531250 Penalty: 778.265442
	Iteration 6Q: 3 clusters Score -211233.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -211359.578125 Penalty: 778.265442
	Iteration 7Q: 3 clusters Score -211359.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -211408.859375 Penalty: 778.265442
	Iteration 8Q: 3 clusters Score -211408.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -211429.859375 Penalty: 778.265442
	Iteration 9Q: 3 clusters Score -211429.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -211443.203125 Penalty: 778.265442
	Iteration 10Q: 3 clusters Score -211443.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -211452.890625 Penalty: 778.265442
	Iteration 11Q: 3 clusters Score -211452.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -211460.203125 Penalty: 778.265442
	Iteration 12Q: 3 clusters Score -211460.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -211464.609375 Penalty: 778.265442
	Iteration 13Q: 3 clusters Score -211464.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -211469.750000 Penalty: 778.265442
	Iteration 14Q: 3 clusters Score -211469.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -211473.421875 Penalty: 778.265442
	Iteration 15Q: 3 clusters Score -211473.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -211479.359375 Penalty: 778.265442
	Iteration 16Q: 3 clusters Score -211479.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -211486.609375 Penalty: 778.265442
	Iteration 17Q: 3 clusters Score -211486.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -211493.640625 Penalty: 778.265442
	Iteration 18Q: 3 clusters Score -211493.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -211498.359375 Penalty: 778.265442
	Iteration 19Q: 3 clusters Score -211498.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -211504.421875 Penalty: 778.265442
	Iteration 20F: 3 clusters Score -211504.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -211509.937500 Penalty: 778.265442
	Iteration 21Q: 3 clusters Score -211509.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -211513.031250 Penalty: 778.265442
	Iteration 22Q: 3 clusters Score -211513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -211515.875000 Penalty: 778.265442
	Iteration 23Q: 3 clusters Score -211515.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -211518.656250 Penalty: 778.265442
	Iteration 24Q: 3 clusters Score -211518.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -211519.187500 Penalty: 778.265442
	Iteration 25Q: 3 clusters Score -211519.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -211520.734375 Penalty: 778.265442
	Iteration 26Q: 3 clusters Score -211520.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -211521.765625 Penalty: 778.265442
	Iteration 27Q: 3 clusters Score -211521.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -211521.984375 Penalty: 778.265442
	Iteration 28Q: 3 clusters Score -211522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -211523.093750 Penalty: 778.265442
	Iteration 29Q: 3 clusters Score -211523.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -211524.640625 Penalty: 778.265442
	Iteration 30Q: 3 clusters Score -211524.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -211525.671875 Penalty: 778.265442
	Iteration 31Q: 3 clusters Score -211525.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -211526.968750 Penalty: 778.265442
	Iteration 32Q: 3 clusters Score -211527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -211527.812500 Penalty: 778.265442
	Iteration 33Q: 3 clusters Score -211527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -211528.156250 Penalty: 778.265442
	Iteration 34Q: 3 clusters Score -211528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -211528.078125 Penalty: 778.265442
	Iteration 35Q: 3 clusters Score -211528.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -211528.078125 Penalty: 778.265442
	Iteration 36F: 3 clusters Score -211528.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -41819.460938 Penalty: 318.140381
	Iteration 0F: 2 clusters Score -41819.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -40974.523438 Penalty: 636.280762
	Iteration 0F: 3 clusters Score -40974.52 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -41282.457031 Penalty: 636.280762
	Iteration 1F: 3 clusters Score -41282.46 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -41331.988281 Penalty: 636.280762
	Iteration 2F: 3 clusters Score -41331.99 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -41368.988281 Penalty: 636.280762
	Iteration 3Q: 3 clusters Score -41368.99 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -41400.453125 Penalty: 636.280762
	Iteration 4Q: 3 clusters Score -41400.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -41413.207031 Penalty: 636.280762
	Iteration 5Q: 3 clusters Score -41413.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -41425.050781 Penalty: 636.280762
	Iteration 6Q: 3 clusters Score -41425.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -41437.566406 Penalty: 636.280762
	Iteration 7Q: 3 clusters Score -41437.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -41454.125000 Penalty: 636.280762
	Iteration 8Q: 3 clusters Score -41454.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -41462.511719 Penalty: 636.280762
	Iteration 9Q: 3 clusters Score -41462.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -41476.949219 Penalty: 636.280762
	Iteration 10Q: 3 clusters Score -41476.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -41495.679688 Penalty: 636.280762
	Iteration 11Q: 3 clusters Score -41495.68 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -41513.625000 Penalty: 636.280762
	Iteration 12Q: 3 clusters Score -41513.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -41525.628906 Penalty: 636.280762
	Iteration 13Q: 3 clusters Score -41525.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -41541.167969 Penalty: 636.280762
	Iteration 14Q: 3 clusters Score -41541.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -41561.644531 Penalty: 636.280762
	Iteration 15Q: 3 clusters Score -41561.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -41587.734375 Penalty: 636.280762
	Iteration 16Q: 3 clusters Score -41587.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -41607.218750 Penalty: 636.280762
	Iteration 17Q: 3 clusters Score -41607.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -41614.398438 Penalty: 636.280762
	Iteration 18Q: 3 clusters Score -41614.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -41620.261719 Penalty: 636.280762
	Iteration 19Q: 3 clusters Score -41620.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -41624.656250 Penalty: 636.280762
	Iteration 20F: 3 clusters Score -41624.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -41632.222656 Penalty: 636.280762
	Iteration 21Q: 3 clusters Score -41632.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -41635.246094 Penalty: 636.280762
	Iteration 22Q: 3 clusters Score -41635.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -41636.640625 Penalty: 636.280762
	Iteration 23Q: 3 clusters Score -41636.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -41637.117188 Penalty: 636.280762
	Iteration 24Q: 3 clusters Score -41637.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -41637.328125 Penalty: 636.280762
	Iteration 25Q: 3 clusters Score -41637.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -41637.328125 Penalty: 636.280762
	Iteration 26F: 3 clusters Score -41637.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Entering Unmasked Estep 
Score: -385216.625000 Penalty: 418.906372
	Iteration 0F: 2 clusters Score -385216.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -378573.468750 Penalty: 837.812744
	Iteration 0F: 3 clusters Score -378573.5 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -381258.187500 Penalty: 837.812744
	Iteration 1F: 3 clusters Score -381258.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -381574.156250 Penalty: 837.812744
	Iteration 2F: 3 clusters Score -381574.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -381910.312500 Penalty: 837.812744
	Iteration 3F: 3 clusters Score -381910.3 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -382294.000000 Penalty: 837.812744
	Iteration 4F: 3 clusters Score -382294 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -382688.656250 Penalty: 837.812744
	Iteration 5F: 3 clusters Score -382688.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -383027.406250 Penalty: 837.812744
	Iteration 6F: 3 clusters Score -383027.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -383308.156250 Penalty: 837.812744
	Iteration 7Q: 3 clusters Score -383308.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -383592.781250 Penalty: 837.812744
	Iteration 8Q: 3 clusters Score -383592.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -383977.312500 Penalty: 837.812744
	Iteration 9Q: 3 clusters Score -383977.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -384472.375000 Penalty: 837.812744
	Iteration 10Q: 3 clusters Score -384472.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -385021.531250 Penalty: 837.812744
	Iteration 11Q: 3 clusters Score -385021.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -385529.062500 Penalty: 837.812744
	Iteration 12Q: 3 clusters Score -385529.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -385823.406250 Penalty: 837.812744
	Iteration 13Q: 3 clusters Score -385823.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -385913.656250 Penalty: 837.812744
	Iteration 14Q: 3 clusters Score -385913.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -385951.906250 Penalty: 837.812744
	Iteration 15Q: 3 clusters Score -385951.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -385971.937500 Penalty: 837.812744
	Iteration 16Q: 3 clusters Score -385971.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -385986.000000 Penalty: 837.812744
	Iteration 17Q: 3 clusters Score -385986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -385992.062500 Penalty: 837.812744
	Iteration 18Q: 3 clusters Score -385992.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -385995.687500 Penalty: 837.812744
	Iteration 19Q: 3 clusters Score -385995.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -385996.906250 Penalty: 837.812744
	Iteration 20F: 3 clusters Score -385996.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -385998.875000 Penalty: 837.812744
	Iteration 21Q: 3 clusters Score -385998.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -385999.312500 Penalty: 837.812744
	Iteration 22Q: 3 clusters Score -385999.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -385999.562500 Penalty: 837.812744
	Iteration 23Q: 3 clusters Score -385999.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -385999.156250 Penalty: 837.812744
	Iteration 24Q: 3 clusters Score -385999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -385999.156250 Penalty: 837.812744
	Iteration 25F: 3 clusters Score -385999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 61130 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 10688 members 
Mstep: Class 9 contains 156 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 4147 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 2480 members 
Mstep: Class 14 contains 29668 members 
Mstep: Class 15 contains 1607 members 
Mstep: Class 16 contains 487066 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 6579 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 812 members 
Mstep: Class 21 contains 5179 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 5858 members 
Mstep: Class 24 contains 3009 members 
Mstep: Class 25 contains 12605 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14723 members 
Mstep: Class 29 contains 13525 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 2974 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4106 members 
Entering Unmasked Estep 
Score: -28295218.000000 Penalty: 20271.449219
Splitting cluster 23 changes total score from -28293588.000000 to -28295218.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 24 (3009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Entering Unmasked Estep 
Score: -100221.250000 Penalty: 364.426025
	Iteration 0F: 2 clusters Score -100221.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -98188.015625 Penalty: 728.852051
	Iteration 0F: 3 clusters Score -98188.02 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -99440.562500 Penalty: 728.852051
	Iteration 1F: 3 clusters Score -99440.56 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -100245.585938 Penalty: 728.852051
	Iteration 2F: 3 clusters Score -100245.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -100807.671875 Penalty: 728.852051
	Iteration 3F: 3 clusters Score -100807.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -101124.062500 Penalty: 728.852051
	Iteration 4F: 3 clusters Score -101124.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -101330.406250 Penalty: 728.852051
	Iteration 5F: 3 clusters Score -101330.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -101456.328125 Penalty: 728.852051
	Iteration 6Q: 3 clusters Score -101456.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -101539.929688 Penalty: 728.852051
	Iteration 7Q: 3 clusters Score -101539.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -101587.664062 Penalty: 728.852051
	Iteration 8Q: 3 clusters Score -101587.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -101613.242188 Penalty: 728.852051
	Iteration 9Q: 3 clusters Score -101613.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -101639.750000 Penalty: 728.852051
	Iteration 10Q: 3 clusters Score -101639.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -101651.312500 Penalty: 728.852051
	Iteration 11Q: 3 clusters Score -101651.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -101655.976562 Penalty: 728.852051
	Iteration 12Q: 3 clusters Score -101656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -101660.429688 Penalty: 728.852051
	Iteration 13Q: 3 clusters Score -101660.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -101664.968750 Penalty: 728.852051
	Iteration 14Q: 3 clusters Score -101665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -101666.960938 Penalty: 728.852051
	Iteration 15Q: 3 clusters Score -101667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -101669.054688 Penalty: 728.852051
	Iteration 16Q: 3 clusters Score -101669.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -101670.671875 Penalty: 728.852051
	Iteration 17Q: 3 clusters Score -101670.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -101671.500000 Penalty: 728.852051
	Iteration 18Q: 3 clusters Score -101671.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -101671.789062 Penalty: 728.852051
	Iteration 19Q: 3 clusters Score -101671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -101671.914062 Penalty: 728.852051
	Iteration 20F: 3 clusters Score -101671.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 61130 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 10688 members 
Mstep: Class 9 contains 156 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 4147 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 2480 members 
Mstep: Class 14 contains 29668 members 
Mstep: Class 15 contains 1607 members 
Mstep: Class 16 contains 487066 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 6579 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 812 members 
Mstep: Class 21 contains 5179 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 5858 members 
Mstep: Class 24 contains 1289 members 
Mstep: Class 25 contains 12605 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 14723 members 
Mstep: Class 29 contains 13525 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 2974 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4106 members 
Mstep: Class 34 contains 1720 members 
Entering Unmasked Estep 
Score: -28296410.000000 Penalty: 20885.734375
Splitting cluster 24 changes total score from -28293588.000000 to -28296410.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 25 (12605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Entering Unmasked Estep 
Score: -489856.218750 Penalty: 429.604126
	Iteration 0F: 2 clusters Score -489856.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -481399.250000 Penalty: 859.208252
	Iteration 0F: 3 clusters Score -481399.2 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -485012.875000 Penalty: 859.208252
	Iteration 1F: 3 clusters Score -485012.9 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -485339.875000 Penalty: 859.208252
	Iteration 2F: 3 clusters Score -485339.9 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -485747.593750 Penalty: 859.208252
	Iteration 3F: 3 clusters Score -485747.6 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -486250.875000 Penalty: 859.208252
	Iteration 4F: 3 clusters Score -486250.9 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -486802.531250 Penalty: 859.208252
	Iteration 5F: 3 clusters Score -486802.5 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -487417.218750 Penalty: 859.208252
	Iteration 6F: 3 clusters Score -487417.2 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -488062.031250 Penalty: 859.208252
	Iteration 7F: 3 clusters Score -488062 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -488617.281250 Penalty: 859.208252
	Iteration 8F: 3 clusters Score -488617.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -489070.875000 Penalty: 859.208252
	Iteration 9Q: 3 clusters Score -489070.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -489343.187500 Penalty: 859.208252
	Iteration 10Q: 3 clusters Score -489343.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -489508.312500 Penalty: 859.208252
	Iteration 11Q: 3 clusters Score -489508.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -489617.687500 Penalty: 859.208252
	Iteration 12Q: 3 clusters Score -489617.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -489671.812500 Penalty: 859.208252
	Iteration 13Q: 3 clusters Score -489671.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -489686.406250 Penalty: 859.208252
	Iteration 14Q: 3 clusters Score -489686.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -489691.062500 Penalty: 859.208252
	Iteration 15Q: 3 clusters Score -489691.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -489692.031250 Penalty: 859.208252
	Iteration 16Q: 3 clusters Score -489692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -489692.968750 Penalty: 859.208252
	Iteration 17Q: 3 clusters Score -489693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -489692.968750 Penalty: 859.208252
	Iteration 18F: 3 clusters Score -489693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -59652.976562 Penalty: 335.459961
	Iteration 0F: 2 clusters Score -59652.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -58496.429688 Penalty: 670.919922
	Iteration 0F: 3 clusters Score -58496.43 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -58868.890625 Penalty: 670.919922
	Iteration 1F: 3 clusters Score -58868.89 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -58966.570312 Penalty: 670.919922
	Iteration 2F: 3 clusters Score -58966.57 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -59044.773438 Penalty: 670.919922
	Iteration 3F: 3 clusters Score -59044.77 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -59109.417969 Penalty: 670.919922
	Iteration 4F: 3 clusters Score -59109.42 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -59160.558594 Penalty: 670.919922
	Iteration 5Q: 3 clusters Score -59160.56 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -59221.718750 Penalty: 670.919922
	Iteration 6Q: 3 clusters Score -59221.72 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -59277.652344 Penalty: 670.919922
	Iteration 7Q: 3 clusters Score -59277.65 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -59326.726562 Penalty: 670.919922
	Iteration 8Q: 3 clusters Score -59326.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -59350.726562 Penalty: 670.919922
	Iteration 9Q: 3 clusters Score -59350.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -59365.269531 Penalty: 670.919922
	Iteration 10Q: 3 clusters Score -59365.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -59370.789062 Penalty: 670.919922
	Iteration 11Q: 3 clusters Score -59370.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -59373.761719 Penalty: 670.919922
	Iteration 12Q: 3 clusters Score -59373.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -59375.707031 Penalty: 670.919922
	Iteration 13Q: 3 clusters Score -59375.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -59378.695312 Penalty: 670.919922
	Iteration 14Q: 3 clusters Score -59378.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -59380.863281 Penalty: 670.919922
	Iteration 15Q: 3 clusters Score -59380.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -59381.789062 Penalty: 670.919922
	Iteration 16Q: 3 clusters Score -59381.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -59382.468750 Penalty: 670.919922
	Iteration 17Q: 3 clusters Score -59382.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -59383.296875 Penalty: 670.919922
	Iteration 18Q: 3 clusters Score -59383.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -59384.679688 Penalty: 670.919922
	Iteration 19Q: 3 clusters Score -59384.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -59386.488281 Penalty: 670.919922
	Iteration 20F: 3 clusters Score -59386.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -59388.492188 Penalty: 670.919922
	Iteration 21Q: 3 clusters Score -59388.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -59389.269531 Penalty: 670.919922
	Iteration 22Q: 3 clusters Score -59389.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -59389.593750 Penalty: 670.919922
	Iteration 23Q: 3 clusters Score -59389.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -59389.632812 Penalty: 670.919922
	Iteration 24Q: 3 clusters Score -59389.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -59389.843750 Penalty: 670.919922
	Iteration 25Q: 3 clusters Score -59389.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -59390.042969 Penalty: 670.919922
	Iteration 26Q: 3 clusters Score -59390.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -59390.132812 Penalty: 670.919922
	Iteration 27Q: 3 clusters Score -59390.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -59390.199219 Penalty: 670.919922
	Iteration 28Q: 3 clusters Score -59390.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -59390.199219 Penalty: 670.919922
	Iteration 29F: 3 clusters Score -59390.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Entering Unmasked Estep 
Score: -124562.242188 Penalty: 367.566193
	Iteration 0F: 2 clusters Score -124562.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -122358.312500 Penalty: 735.132385
	Iteration 0F: 3 clusters Score -122358.3 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -123317.453125 Penalty: 735.132385
	Iteration 1F: 3 clusters Score -123317.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -123686.757812 Penalty: 735.132385
	Iteration 2F: 3 clusters Score -123686.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -124058.210938 Penalty: 735.132385
	Iteration 3F: 3 clusters Score -124058.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -124393.492188 Penalty: 735.132385
	Iteration 4F: 3 clusters Score -124393.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -124557.898438 Penalty: 735.132385
	Iteration 5F: 3 clusters Score -124557.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -124642.023438 Penalty: 735.132385
	Iteration 6Q: 3 clusters Score -124642 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -124703.539062 Penalty: 735.132385
	Iteration 7Q: 3 clusters Score -124703.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -124767.531250 Penalty: 735.132385
	Iteration 8Q: 3 clusters Score -124767.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -124829.085938 Penalty: 735.132385
	Iteration 9Q: 3 clusters Score -124829.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -124890.156250 Penalty: 735.132385
	Iteration 10Q: 3 clusters Score -124890.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -124928.132812 Penalty: 735.132385
	Iteration 11Q: 3 clusters Score -124928.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -124959.070312 Penalty: 735.132385
	Iteration 12Q: 3 clusters Score -124959.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -124974.921875 Penalty: 735.132385
	Iteration 13Q: 3 clusters Score -124974.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -124982.375000 Penalty: 735.132385
	Iteration 14Q: 3 clusters Score -124982.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -124985.507812 Penalty: 735.132385
	Iteration 15Q: 3 clusters Score -124985.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -124989.742188 Penalty: 735.132385
	Iteration 16Q: 3 clusters Score -124989.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -124993.117188 Penalty: 735.132385
	Iteration 17Q: 3 clusters Score -124993.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -124994.625000 Penalty: 735.132385
	Iteration 18Q: 3 clusters Score -124994.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -124994.968750 Penalty: 735.132385
	Iteration 19Q: 3 clusters Score -124995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -124995.398438 Penalty: 735.132385
	Iteration 20F: 3 clusters Score -124995.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -124995.539062 Penalty: 735.132385
	Iteration 21Q: 3 clusters Score -124995.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -124995.593750 Penalty: 735.132385
	Iteration 22Q: 3 clusters Score -124995.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -124995.906250 Penalty: 735.132385
	Iteration 23Q: 3 clusters Score -124995.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -124996.093750 Penalty: 735.132385
	Iteration 24Q: 3 clusters Score -124996.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -124996.242188 Penalty: 735.132385
	Iteration 25Q: 3 clusters Score -124996.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -124996.242188 Penalty: 735.132385
	Iteration 26Q: 3 clusters Score -124996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -124996.242188 Penalty: 735.132385
	Iteration 27F: 3 clusters Score -124996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 61130 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 10688 members 
Mstep: Class 9 contains 156 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 4147 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 2480 members 
Mstep: Class 14 contains 29668 members 
Mstep: Class 15 contains 1607 members 
Mstep: Class 16 contains 487066 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 6579 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 812 members 
Mstep: Class 21 contains 5179 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 5858 members 
Mstep: Class 24 contains 1289 members 
Mstep: Class 25 contains 12605 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 1698 members 
Mstep: Class 28 contains 14723 members 
Mstep: Class 29 contains 13525 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 2974 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4106 members 
Mstep: Class 34 contains 1720 members 
Mstep: Class 35 contains 1526 members 
Entering Unmasked Estep 
Score: -28296576.000000 Penalty: 21500.021484
Splitting cluster 27 changes total score from -28293588.000000 to -28296576.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 28 (14723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Entering Unmasked Estep 
Score: -573551.937500 Penalty: 436.671051
	Iteration 0F: 2 clusters Score -573551.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -563838.500000 Penalty: 873.342102
	Iteration 0F: 3 clusters Score -563838.5 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -568073.812500 Penalty: 873.342102
	Iteration 1F: 3 clusters Score -568073.8 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -568547.250000 Penalty: 873.342102
	Iteration 2F: 3 clusters Score -568547.2 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -568997.937500 Penalty: 873.342102
	Iteration 3F: 3 clusters Score -568997.9 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -569364.937500 Penalty: 873.342102
	Iteration 4F: 3 clusters Score -569364.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -569710.187500 Penalty: 873.342102
	Iteration 5Q: 3 clusters Score -569710.2 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -570034.687500 Penalty: 873.342102
	Iteration 6Q: 3 clusters Score -570034.7 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -570339.250000 Penalty: 873.342102
	Iteration 7Q: 3 clusters Score -570339.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -570645.875000 Penalty: 873.342102
	Iteration 8Q: 3 clusters Score -570645.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -570920.125000 Penalty: 873.342102
	Iteration 9Q: 3 clusters Score -570920.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -571161.437500 Penalty: 873.342102
	Iteration 10Q: 3 clusters Score -571161.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -571372.687500 Penalty: 873.342102
	Iteration 11Q: 3 clusters Score -571372.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -571556.250000 Penalty: 873.342102
	Iteration 12Q: 3 clusters Score -571556.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -571695.312500 Penalty: 873.342102
	Iteration 13Q: 3 clusters Score -571695.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -571817.875000 Penalty: 873.342102
	Iteration 14Q: 3 clusters Score -571817.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -571930.625000 Penalty: 873.342102
	Iteration 15Q: 3 clusters Score -571930.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -572006.875000 Penalty: 873.342102
	Iteration 16Q: 3 clusters Score -572006.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -572073.937500 Penalty: 873.342102
	Iteration 17Q: 3 clusters Score -572073.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -572136.312500 Penalty: 873.342102
	Iteration 18Q: 3 clusters Score -572136.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -572202.562500 Penalty: 873.342102
	Iteration 19Q: 3 clusters Score -572202.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -572282.000000 Penalty: 873.342102
	Iteration 20F: 3 clusters Score -572282 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -572358.000000 Penalty: 873.342102
	Iteration 21Q: 3 clusters Score -572358 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -572425.375000 Penalty: 873.342102
	Iteration 22Q: 3 clusters Score -572425.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -572474.000000 Penalty: 873.342102
	Iteration 23Q: 3 clusters Score -572474 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -572524.125000 Penalty: 873.342102
	Iteration 24Q: 3 clusters Score -572524.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -572575.500000 Penalty: 873.342102
	Iteration 25Q: 3 clusters Score -572575.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -572629.250000 Penalty: 873.342102
	Iteration 26Q: 3 clusters Score -572629.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -572694.812500 Penalty: 873.342102
	Iteration 27Q: 3 clusters Score -572694.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -572773.562500 Penalty: 873.342102
	Iteration 28Q: 3 clusters Score -572773.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -572857.562500 Penalty: 873.342102
	Iteration 29Q: 3 clusters Score -572857.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -572911.250000 Penalty: 873.342102
	Iteration 30Q: 3 clusters Score -572911.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -572941.437500 Penalty: 873.342102
	Iteration 31Q: 3 clusters Score -572941.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -572962.625000 Penalty: 873.342102
	Iteration 32Q: 3 clusters Score -572962.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -572976.437500 Penalty: 873.342102
	Iteration 33Q: 3 clusters Score -572976.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -572982.625000 Penalty: 873.342102
	Iteration 34Q: 3 clusters Score -572982.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -572987.250000 Penalty: 873.342102
	Iteration 35Q: 3 clusters Score -572987.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -572987.687500 Penalty: 873.342102
	Iteration 36Q: 3 clusters Score -572987.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -572986.687500 Penalty: 873.342102
	Iteration 37Q: 3 clusters Score -572986.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -572989.937500 Penalty: 873.342102
	Iteration 38Q: 3 clusters Score -572989.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -572990.687500 Penalty: 873.342102
	Iteration 39Q: 3 clusters Score -572990.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -572990.000000 Penalty: 873.342102
	Iteration 40F: 3 clusters Score -572990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -572990.437500 Penalty: 873.342102
	Iteration 41Q: 3 clusters Score -572990.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -572992.187500 Penalty: 873.342102
	Iteration 42Q: 3 clusters Score -572992.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -572993.562500 Penalty: 873.342102
	Iteration 43Q: 3 clusters Score -572993.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -572994.125000 Penalty: 873.342102
	Iteration 44Q: 3 clusters Score -572994.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -572994.437500 Penalty: 873.342102
	Iteration 45Q: 3 clusters Score -572994.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -572996.625000 Penalty: 873.342102
	Iteration 46Q: 3 clusters Score -572996.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -572995.125000 Penalty: 873.342102
	Iteration 47Q: 3 clusters Score -572995.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -572996.500000 Penalty: 873.342102
	Iteration 48Q: 3 clusters Score -572996.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -572996.750000 Penalty: 873.342102
	Iteration 49Q: 3 clusters Score -572996.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -572998.187500 Penalty: 873.342102
	Iteration 50Q: 3 clusters Score -572998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -572996.625000 Penalty: 873.342102
	Iteration 51Q: 3 clusters Score -572996.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -572996.000000 Penalty: 873.342102
	Iteration 52Q: 3 clusters Score -572996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -572996.000000 Penalty: 873.342102
	Iteration 53Q: 3 clusters Score -572996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -572996.000000 Penalty: 873.342102
	Iteration 54F: 3 clusters Score -572996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 61130 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 10688 members 
Mstep: Class 9 contains 156 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 4147 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 2480 members 
Mstep: Class 14 contains 29668 members 
Mstep: Class 15 contains 1607 members 
Mstep: Class 16 contains 487066 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 6579 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 812 members 
Mstep: Class 21 contains 5179 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 5858 members 
Mstep: Class 24 contains 1289 members 
Mstep: Class 25 contains 12605 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 1698 members 
Mstep: Class 28 contains 14723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297978.000000 Penalty: 21500.021484
Iteration 79Q: 36 clusters Score -2.829798e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 61131 members 
Mstep: Class 5 contains 28052 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 10722 members 
Mstep: Class 9 contains 243 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 4156 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 2486 members 
Mstep: Class 14 contains 29574 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 487288 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 6567 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 5182 members 
Mstep: Class 22 contains 1092 members 
Mstep: Class 23 contains 5860 members 
Mstep: Class 24 contains 1529 members 
Mstep: Class 25 contains 12569 members 
Mstep: Class 26 contains 1602 members 
Mstep: Class 27 contains 1706 members 
Mstep: Class 28 contains 14614 members 
Mstep: Class 29 contains 13303 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2834 members 
Mstep: Class 32 contains 1024 members 
Mstep: Class 33 contains 4049 members 
Mstep: Class 34 contains 1540 members 
Mstep: Class 35 contains 1506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299190.000000 Penalty: 21500.021484
Iteration 80F: 36 clusters Score -2.829919e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1654 members 
Mstep: Class 3 contains 2717 members 
Mstep: Class 4 contains 61133 members 
Mstep: Class 5 contains 27883 members 
Mstep: Class 6 contains 2540 members 
Mstep: Class 7 contains 3650 members 
Mstep: Class 8 contains 10800 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 4165 members 
Mstep: Class 12 contains 1400 members 
Mstep: Class 13 contains 2487 members 
Mstep: Class 14 contains 29509 members 
Mstep: Class 15 contains 1605 members 
Mstep: Class 16 contains 486883 members 
Mstep: Class 17 contains 6280 members 
Mstep: Class 18 contains 6558 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 20 contains 842 members 
Mstep: Class 21 contains 5187 members 
Mstep: Class 22 contains 1097 members 
Mstep: Class 23 contains 5870 members 
Mstep: Class 24 contains 1644 members 
Mstep: Class 25 contains 12531 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 14496 members 
Mstep: Class 29 contains 13671 members 
Mstep: Class 30 contains 252 members 
Mstep: Class 31 contains 2921 members 
Mstep: Class 32 contains 1039 members 
Mstep: Class 33 contains 4064 members 
Mstep: Class 34 contains 1507 members 
Mstep: Class 35 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299588.000000 Penalty: 21500.021484
Iteration 81Q: 36 clusters Score -2.829959e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1658 members 
Mstep: Class 3 contains 2719 members 
Mstep: Class 4 contains 61145 members 
Mstep: Class 5 contains 27742 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 10874 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 1465 members 
Mstep: Class 13 contains 2487 members 
Mstep: Class 14 contains 29456 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 486558 members 
Mstep: Class 17 contains 6285 members 
Mstep: Class 18 contains 6555 members 
Mstep: Class 19 contains 1900 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 5191 members 
Mstep: Class 22 contains 1097 members 
Mstep: Class 23 contains 5881 members 
Mstep: Class 24 contains 1710 members 
Mstep: Class 25 contains 12497 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 14405 members 
Mstep: Class 29 contains 13955 members 
Mstep: Class 30 contains 258 members 
Mstep: Class 31 contains 2994 members 
Mstep: Class 32 contains 1038 members 
Mstep: Class 33 contains 4062 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299824.000000 Penalty: 21500.021484
Iteration 82Q: 36 clusters Score -2.829982e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1663 members 
Mstep: Class 3 contains 2721 members 
Mstep: Class 4 contains 61157 members 
Mstep: Class 5 contains 27615 members 
Mstep: Class 6 contains 2540 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 10945 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 4195 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 2487 members 
Mstep: Class 14 contains 29417 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 16 contains 486234 members 
Mstep: Class 17 contains 6282 members 
Mstep: Class 18 contains 6560 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 855 members 
Mstep: Class 21 contains 5194 members 
Mstep: Class 22 contains 1102 members 
Mstep: Class 23 contains 5899 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 12462 members 
Mstep: Class 26 contains 1628 members 
Mstep: Class 27 contains 1662 members 
Mstep: Class 28 contains 14323 members 
Mstep: Class 29 contains 14237 members 
Mstep: Class 30 contains 265 members 
Mstep: Class 31 contains 3056 members 
Mstep: Class 32 contains 1037 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1461 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299862.000000 Penalty: 21500.021484
Iteration 83Q: 36 clusters Score -2.829986e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 2723 members 
Mstep: Class 4 contains 61157 members 
Mstep: Class 5 contains 27476 members 
Mstep: Class 6 contains 2546 members 
Mstep: Class 7 contains 3609 members 
Mstep: Class 8 contains 11016 members 
Mstep: Class 9 contains 439 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 4205 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 2488 members 
Mstep: Class 14 contains 29392 members 
Mstep: Class 15 contains 1611 members 
Mstep: Class 16 contains 485919 members 
Mstep: Class 17 contains 6282 members 
Mstep: Class 18 contains 6574 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 854 members 
Mstep: Class 21 contains 5198 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 5907 members 
Mstep: Class 24 contains 1770 members 
Mstep: Class 25 contains 12445 members 
Mstep: Class 26 contains 1632 members 
Mstep: Class 27 contains 1655 members 
Mstep: Class 28 contains 14258 members 
Mstep: Class 29 contains 14492 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 3117 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 4067 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299870.000000 Penalty: 21500.021484
Iteration 84Q: 36 clusters Score -2.829987e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1669 members 
Mstep: Class 3 contains 2723 members 
Mstep: Class 4 contains 61157 members 
Mstep: Class 5 contains 27373 members 
Mstep: Class 6 contains 2546 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 11070 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 4212 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 29377 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 485617 members 
Mstep: Class 17 contains 6283 members 
Mstep: Class 18 contains 6598 members 
Mstep: Class 19 contains 1900 members 
Mstep: Class 20 contains 852 members 
Mstep: Class 21 contains 5200 members 
Mstep: Class 22 contains 1112 members 
Mstep: Class 23 contains 5907 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 12429 members 
Mstep: Class 26 contains 1634 members 
Mstep: Class 27 contains 1650 members 
Mstep: Class 28 contains 14210 members 
Mstep: Class 29 contains 14729 members 
Mstep: Class 30 contains 272 members 
Mstep: Class 31 contains 3170 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4071 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299920.000000 Penalty: 21500.021484
Iteration 85Q: 36 clusters Score -2.829992e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1673 members 
Mstep: Class 3 contains 2722 members 
Mstep: Class 4 contains 61157 members 
Mstep: Class 5 contains 27273 members 
Mstep: Class 6 contains 2540 members 
Mstep: Class 7 contains 3588 members 
Mstep: Class 8 contains 11121 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 4218 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 13 contains 2493 members 
Mstep: Class 14 contains 29371 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 485329 members 
Mstep: Class 17 contains 6280 members 
Mstep: Class 18 contains 6607 members 
Mstep: Class 19 contains 1905 members 
Mstep: Class 20 contains 857 members 
Mstep: Class 21 contains 5200 members 
Mstep: Class 22 contains 1117 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1793 members 
Mstep: Class 25 contains 12414 members 
Mstep: Class 26 contains 1635 members 
Mstep: Class 27 contains 1647 members 
Mstep: Class 28 contains 14172 members 
Mstep: Class 29 contains 14980 members 
Mstep: Class 30 contains 272 members 
Mstep: Class 31 contains 3222 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4073 members 
Mstep: Class 34 contains 1439 members 
Mstep: Class 35 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299944.000000 Penalty: 21500.021484
Iteration 86Q: 36 clusters Score -2.829994e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1673 members 
Mstep: Class 3 contains 2722 members 
Mstep: Class 4 contains 61157 members 
Mstep: Class 5 contains 27177 members 
Mstep: Class 6 contains 2534 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 11170 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 5012 members 
Mstep: Class 11 contains 4225 members 
Mstep: Class 12 contains 1759 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 14 contains 29358 members 
Mstep: Class 15 contains 1626 members 
Mstep: Class 16 contains 485026 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 6617 members 
Mstep: Class 19 contains 1914 members 
Mstep: Class 20 contains 862 members 
Mstep: Class 21 contains 5194 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 5915 members 
Mstep: Class 24 contains 1803 members 
Mstep: Class 25 contains 12401 members 
Mstep: Class 26 contains 1635 members 
Mstep: Class 27 contains 1639 members 
Mstep: Class 28 contains 14132 members 
Mstep: Class 29 contains 15256 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 3271 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4073 members 
Mstep: Class 34 contains 1438 members 
Mstep: Class 35 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28300026.000000 Penalty: 21500.021484
Iteration 87Q: 36 clusters Score -2.830003e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1673 members 
Mstep: Class 3 contains 2721 members 
Mstep: Class 4 contains 61148 members 
Mstep: Class 5 contains 27088 members 
Mstep: Class 6 contains 2529 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 11222 members 
Mstep: Class 9 contains 499 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 4232 members 
Mstep: Class 12 contains 1809 members 
Mstep: Class 13 contains 2499 members 
Mstep: Class 14 contains 29351 members 
Mstep: Class 15 contains 1632 members 
Mstep: Class 16 contains 484721 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 6616 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 865 members 
Mstep: Class 21 contains 5192 members 
Mstep: Class 22 contains 1128 members 
Mstep: Class 23 contains 5918 members 
Mstep: Class 24 contains 1807 members 
Mstep: Class 25 contains 12397 members 
Mstep: Class 26 contains 1635 members 
Mstep: Class 27 contains 1637 members 
Mstep: Class 28 contains 14100 members 
Mstep: Class 29 contains 15530 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 3318 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4073 members 
Mstep: Class 34 contains 1439 members 
Mstep: Class 35 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28300010.000000 Penalty: 21500.021484
Iteration 88Q: 36 clusters Score -2.830001e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1673 members 
Mstep: Class 3 contains 2722 members 
Mstep: Class 4 contains 61141 members 
Mstep: Class 5 contains 27013 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 11276 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 5019 members 
Mstep: Class 11 contains 4240 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 29344 members 
Mstep: Class 15 contains 1639 members 
Mstep: Class 16 contains 484412 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 6611 members 
Mstep: Class 19 contains 1922 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5196 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 5923 members 
Mstep: Class 24 contains 1808 members 
Mstep: Class 25 contains 12384 members 
Mstep: Class 26 contains 1635 members 
Mstep: Class 27 contains 1636 members 
Mstep: Class 28 contains 14076 members 
Mstep: Class 29 contains 15812 members 
Mstep: Class 30 contains 274 members 
Mstep: Class 31 contains 3352 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4073 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28300018.000000 Penalty: 21500.021484
Iteration 89Q: 36 clusters Score -2.830002e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1673 members 
Mstep: Class 3 contains 2723 members 
Mstep: Class 4 contains 61125 members 
Mstep: Class 5 contains 26940 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 3550 members 
Mstep: Class 8 contains 11317 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 5017 members 
Mstep: Class 11 contains 4243 members 
Mstep: Class 12 contains 1888 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 29335 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 484113 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 6611 members 
Mstep: Class 19 contains 1923 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5200 members 
Mstep: Class 22 contains 1133 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 1811 members 
Mstep: Class 25 contains 12379 members 
Mstep: Class 26 contains 1633 members 
Mstep: Class 27 contains 1637 members 
Mstep: Class 28 contains 14066 members 
Mstep: Class 29 contains 16097 members 
Mstep: Class 30 contains 274 members 
Mstep: Class 31 contains 3382 members 
Mstep: Class 32 contains 1046 members 
Mstep: Class 33 contains 4072 members 
Mstep: Class 34 contains 1432 members 
Mstep: Class 35 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28300028.000000 Penalty: 21500.021484
Iteration 90Q: 36 clusters Score -2.830003e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1674 members 
Mstep: Class 3 contains 2723 members 
Mstep: Class 4 contains 61106 members 
Mstep: Class 5 contains 26882 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 8 contains 11363 members 
Mstep: Class 9 contains 525 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 4247 members 
Mstep: Class 12 contains 1924 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 29335 members 
Mstep: Class 15 contains 1647 members 
Mstep: Class 16 contains 483819 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 6611 members 
Mstep: Class 19 contains 1929 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5201 members 
Mstep: Class 22 contains 1134 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 1812 members 
Mstep: Class 25 contains 12374 members 
Mstep: Class 26 contains 1634 members 
Mstep: Class 27 contains 1639 members 
Mstep: Class 28 contains 14058 members 
Mstep: Class 29 contains 16360 members 
Mstep: Class 30 contains 274 members 
Mstep: Class 31 contains 3400 members 
Mstep: Class 32 contains 1047 members 
Mstep: Class 33 contains 4071 members 
Mstep: Class 34 contains 1429 members 
Mstep: Class 35 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299996.000000 Penalty: 21500.021484
Iteration 91Q: 36 clusters Score -2.83e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1675 members 
Mstep: Class 3 contains 2723 members 
Mstep: Class 4 contains 61094 members 
Mstep: Class 5 contains 26841 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 3541 members 
Mstep: Class 8 contains 11399 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 4252 members 
Mstep: Class 12 contains 1952 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 29334 members 
Mstep: Class 15 contains 1648 members 
Mstep: Class 16 contains 483496 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 6616 members 
Mstep: Class 19 contains 1931 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5203 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 1813 members 
Mstep: Class 25 contains 12367 members 
Mstep: Class 26 contains 1634 members 
Mstep: Class 27 contains 1639 members 
Mstep: Class 28 contains 14051 members 
Mstep: Class 29 contains 16649 members 
Mstep: Class 30 contains 274 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 1046 members 
Mstep: Class 33 contains 4072 members 
Mstep: Class 34 contains 1427 members 
Mstep: Class 35 contains 1535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28300054.000000 Penalty: 21500.021484
Iteration 92Q: 36 clusters Score -2.830005e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2723 members 
Mstep: Class 4 contains 61083 members 
Mstep: Class 5 contains 26808 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 3537 members 
Mstep: Class 8 contains 11439 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 5029 members 
Mstep: Class 11 contains 4253 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 29330 members 
Mstep: Class 15 contains 1649 members 
Mstep: Class 16 contains 483207 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 6620 members 
Mstep: Class 19 contains 1932 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5205 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 1813 members 
Mstep: Class 25 contains 12364 members 
Mstep: Class 26 contains 1636 members 
Mstep: Class 27 contains 1639 members 
Mstep: Class 28 contains 14039 members 
Mstep: Class 29 contains 16914 members 
Mstep: Class 30 contains 275 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 1046 members 
Mstep: Class 33 contains 4072 members 
Mstep: Class 34 contains 1422 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299994.000000 Penalty: 21500.021484
Iteration 93Q: 36 clusters Score -2.829999e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2724 members 
Mstep: Class 4 contains 61073 members 
Mstep: Class 5 contains 26789 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 3536 members 
Mstep: Class 8 contains 11465 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 5029 members 
Mstep: Class 11 contains 4254 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 29325 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 482930 members 
Mstep: Class 17 contains 6261 members 
Mstep: Class 18 contains 6627 members 
Mstep: Class 19 contains 1930 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5206 members 
Mstep: Class 22 contains 1139 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 12358 members 
Mstep: Class 26 contains 1637 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14037 members 
Mstep: Class 29 contains 17161 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4074 members 
Mstep: Class 34 contains 1418 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299986.000000 Penalty: 21500.021484
Iteration 94Q: 36 clusters Score -2.829999e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2729 members 
Mstep: Class 4 contains 61064 members 
Mstep: Class 5 contains 26773 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 11493 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 5030 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 2011 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 29317 members 
Mstep: Class 15 contains 1649 members 
Mstep: Class 16 contains 482653 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 6632 members 
Mstep: Class 19 contains 1929 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5207 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 1819 members 
Mstep: Class 25 contains 12355 members 
Mstep: Class 26 contains 1637 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14034 members 
Mstep: Class 29 contains 17425 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3434 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4074 members 
Mstep: Class 34 contains 1413 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299916.000000 Penalty: 21500.021484
Iteration 95Q: 36 clusters Score -2.829992e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 61045 members 
Mstep: Class 5 contains 26754 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 11520 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 5030 members 
Mstep: Class 11 contains 4254 members 
Mstep: Class 12 contains 2026 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 29314 members 
Mstep: Class 15 contains 1647 members 
Mstep: Class 16 contains 482392 members 
Mstep: Class 17 contains 6251 members 
Mstep: Class 18 contains 6637 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5203 members 
Mstep: Class 22 contains 1141 members 
Mstep: Class 23 contains 5927 members 
Mstep: Class 24 contains 1819 members 
Mstep: Class 25 contains 12355 members 
Mstep: Class 26 contains 1636 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14032 members 
Mstep: Class 29 contains 17686 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3446 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4073 members 
Mstep: Class 34 contains 1410 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299882.000000 Penalty: 21500.021484
Iteration 96Q: 36 clusters Score -2.829988e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1676 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 61017 members 
Mstep: Class 5 contains 26732 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 11544 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 2036 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 29306 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 482147 members 
Mstep: Class 17 contains 6247 members 
Mstep: Class 18 contains 6639 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5203 members 
Mstep: Class 22 contains 1141 members 
Mstep: Class 23 contains 5926 members 
Mstep: Class 24 contains 1820 members 
Mstep: Class 25 contains 12352 members 
Mstep: Class 26 contains 1636 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14043 members 
Mstep: Class 29 contains 17926 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4073 members 
Mstep: Class 34 contains 1408 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299808.000000 Penalty: 21500.021484
Iteration 97Q: 36 clusters Score -2.829981e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 61000 members 
Mstep: Class 5 contains 26719 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 11565 members 
Mstep: Class 9 contains 567 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 4254 members 
Mstep: Class 12 contains 2039 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 29302 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 481902 members 
Mstep: Class 17 contains 6246 members 
Mstep: Class 18 contains 6642 members 
Mstep: Class 19 contains 1925 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5208 members 
Mstep: Class 22 contains 1142 members 
Mstep: Class 23 contains 5926 members 
Mstep: Class 24 contains 1821 members 
Mstep: Class 25 contains 12349 members 
Mstep: Class 26 contains 1635 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14055 members 
Mstep: Class 29 contains 18147 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 3470 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4073 members 
Mstep: Class 34 contains 1407 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299802.000000 Penalty: 21500.021484
Iteration 98Q: 36 clusters Score -2.82998e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 60988 members 
Mstep: Class 5 contains 26707 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 11595 members 
Mstep: Class 9 contains 571 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 4258 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 29301 members 
Mstep: Class 15 contains 1647 members 
Mstep: Class 16 contains 481627 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 6641 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5215 members 
Mstep: Class 22 contains 1144 members 
Mstep: Class 23 contains 5926 members 
Mstep: Class 24 contains 1822 members 
Mstep: Class 25 contains 12351 members 
Mstep: Class 26 contains 1635 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14058 members 
Mstep: Class 29 contains 18383 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 3481 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4073 members 
Mstep: Class 34 contains 1407 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299776.000000 Penalty: 21500.021484
Iteration 99Q: 36 clusters Score -2.829978e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 60969 members 
Mstep: Class 5 contains 26698 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 11618 members 
Mstep: Class 9 contains 578 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 4271 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 29298 members 
Mstep: Class 15 contains 1647 members 
Mstep: Class 16 contains 481346 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 6646 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5215 members 
Mstep: Class 22 contains 1151 members 
Mstep: Class 23 contains 5925 members 
Mstep: Class 24 contains 1822 members 
Mstep: Class 25 contains 12349 members 
Mstep: Class 26 contains 1635 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14063 members 
Mstep: Class 29 contains 18632 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 3488 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4073 members 
Mstep: Class 34 contains 1407 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299762.000000 Penalty: 21500.021484
Iteration 100F: 36 clusters Score -2.829976e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 60948 members 
Mstep: Class 5 contains 26689 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 11631 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 4276 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 29297 members 
Mstep: Class 15 contains 1647 members 
Mstep: Class 16 contains 481051 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 6652 members 
Mstep: Class 19 contains 1923 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5215 members 
Mstep: Class 22 contains 1157 members 
Mstep: Class 23 contains 5925 members 
Mstep: Class 24 contains 1821 members 
Mstep: Class 25 contains 12345 members 
Mstep: Class 26 contains 1635 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14080 members 
Mstep: Class 29 contains 18901 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3494 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4074 members 
Mstep: Class 34 contains 1407 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299770.000000 Penalty: 21500.021484
Iteration 101Q: 36 clusters Score -2.829977e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 60928 members 
Mstep: Class 5 contains 26671 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 11646 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 4284 members 
Mstep: Class 12 contains 2053 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 29299 members 
Mstep: Class 15 contains 1647 members 
Mstep: Class 16 contains 480788 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 6651 members 
Mstep: Class 19 contains 1923 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5214 members 
Mstep: Class 22 contains 1160 members 
Mstep: Class 23 contains 5924 members 
Mstep: Class 24 contains 1824 members 
Mstep: Class 25 contains 12342 members 
Mstep: Class 26 contains 1636 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14093 members 
Mstep: Class 29 contains 19140 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3506 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4074 members 
Mstep: Class 34 contains 1407 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299746.000000 Penalty: 21500.021484
Iteration 102Q: 36 clusters Score -2.829975e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2738 members 
Mstep: Class 4 contains 60904 members 
Mstep: Class 5 contains 26655 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 11659 members 
Mstep: Class 9 contains 589 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 4289 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 29299 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 480544 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 6652 members 
Mstep: Class 19 contains 1922 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 1168 members 
Mstep: Class 23 contains 5923 members 
Mstep: Class 24 contains 1828 members 
Mstep: Class 25 contains 12340 members 
Mstep: Class 26 contains 1636 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14111 members 
Mstep: Class 29 contains 19353 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3517 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4074 members 
Mstep: Class 34 contains 1406 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299724.000000 Penalty: 21500.021484
Iteration 103Q: 36 clusters Score -2.829972e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1681 members 
Mstep: Class 3 contains 2739 members 
Mstep: Class 4 contains 60876 members 
Mstep: Class 5 contains 26641 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 11679 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 5031 members 
Mstep: Class 11 contains 4299 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 2505 members 
Mstep: Class 14 contains 29302 members 
Mstep: Class 15 contains 1644 members 
Mstep: Class 16 contains 480315 members 
Mstep: Class 17 contains 6235 members 
Mstep: Class 18 contains 6655 members 
Mstep: Class 19 contains 1920 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5223 members 
Mstep: Class 22 contains 1181 members 
Mstep: Class 23 contains 5923 members 
Mstep: Class 24 contains 1830 members 
Mstep: Class 25 contains 12338 members 
Mstep: Class 26 contains 1636 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14126 members 
Mstep: Class 29 contains 19545 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3525 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4075 members 
Mstep: Class 34 contains 1404 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299722.000000 Penalty: 21500.021484
Iteration 104Q: 36 clusters Score -2.829972e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1682 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 60847 members 
Mstep: Class 5 contains 26627 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 11705 members 
Mstep: Class 9 contains 600 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 4304 members 
Mstep: Class 12 contains 2071 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 14 contains 29305 members 
Mstep: Class 15 contains 1642 members 
Mstep: Class 16 contains 480088 members 
Mstep: Class 17 contains 6232 members 
Mstep: Class 18 contains 6669 members 
Mstep: Class 19 contains 1920 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 1195 members 
Mstep: Class 23 contains 5923 members 
Mstep: Class 24 contains 1831 members 
Mstep: Class 25 contains 12339 members 
Mstep: Class 26 contains 1635 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14131 members 
Mstep: Class 29 contains 19730 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3531 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4075 members 
Mstep: Class 34 contains 1402 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299662.000000 Penalty: 21500.021484
Iteration 105Q: 36 clusters Score -2.829966e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1682 members 
Mstep: Class 3 contains 2741 members 
Mstep: Class 4 contains 60812 members 
Mstep: Class 5 contains 26622 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 11738 members 
Mstep: Class 9 contains 604 members 
Mstep: Class 10 contains 5030 members 
Mstep: Class 11 contains 4310 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 2511 members 
Mstep: Class 14 contains 29305 members 
Mstep: Class 15 contains 1641 members 
Mstep: Class 16 contains 479882 members 
Mstep: Class 17 contains 6230 members 
Mstep: Class 18 contains 6674 members 
Mstep: Class 19 contains 1920 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5230 members 
Mstep: Class 22 contains 1211 members 
Mstep: Class 23 contains 5923 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 12340 members 
Mstep: Class 26 contains 1633 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14141 members 
Mstep: Class 29 contains 19893 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3533 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4075 members 
Mstep: Class 34 contains 1402 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299682.000000 Penalty: 21500.021484
Iteration 106Q: 36 clusters Score -2.829968e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1681 members 
Mstep: Class 3 contains 2744 members 
Mstep: Class 4 contains 60776 members 
Mstep: Class 5 contains 26616 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 11769 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 5025 members 
Mstep: Class 11 contains 4310 members 
Mstep: Class 12 contains 2076 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 29311 members 
Mstep: Class 15 contains 1644 members 
Mstep: Class 16 contains 479689 members 
Mstep: Class 17 contains 6226 members 
Mstep: Class 18 contains 6673 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5231 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 5923 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 12339 members 
Mstep: Class 26 contains 1633 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14143 members 
Mstep: Class 29 contains 20070 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3536 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4075 members 
Mstep: Class 34 contains 1401 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299648.000000 Penalty: 21500.021484
Iteration 107Q: 36 clusters Score -2.829965e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 60743 members 
Mstep: Class 5 contains 26612 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 11796 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 5029 members 
Mstep: Class 11 contains 4317 members 
Mstep: Class 12 contains 2077 members 
Mstep: Class 13 contains 2513 members 
Mstep: Class 14 contains 29315 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 479496 members 
Mstep: Class 17 contains 6224 members 
Mstep: Class 18 contains 6676 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5236 members 
Mstep: Class 22 contains 1240 members 
Mstep: Class 23 contains 5923 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 12336 members 
Mstep: Class 26 contains 1631 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14148 members 
Mstep: Class 29 contains 20231 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3539 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4075 members 
Mstep: Class 34 contains 1401 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299668.000000 Penalty: 21500.021484
Iteration 108Q: 36 clusters Score -2.829967e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2752 members 
Mstep: Class 4 contains 60726 members 
Mstep: Class 5 contains 26608 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 11811 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 5028 members 
Mstep: Class 11 contains 4323 members 
Mstep: Class 12 contains 2079 members 
Mstep: Class 13 contains 2514 members 
Mstep: Class 14 contains 29311 members 
Mstep: Class 15 contains 1657 members 
Mstep: Class 16 contains 479312 members 
Mstep: Class 17 contains 6222 members 
Mstep: Class 18 contains 6679 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5245 members 
Mstep: Class 22 contains 1254 members 
Mstep: Class 23 contains 5924 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 12330 members 
Mstep: Class 26 contains 1631 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14150 members 
Mstep: Class 29 contains 20388 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3541 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4075 members 
Mstep: Class 34 contains 1401 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299648.000000 Penalty: 21500.021484
Iteration 109Q: 36 clusters Score -2.829965e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2753 members 
Mstep: Class 4 contains 60706 members 
Mstep: Class 5 contains 26598 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 11825 members 
Mstep: Class 9 contains 611 members 
Mstep: Class 10 contains 5030 members 
Mstep: Class 11 contains 4325 members 
Mstep: Class 12 contains 2084 members 
Mstep: Class 13 contains 2515 members 
Mstep: Class 14 contains 29307 members 
Mstep: Class 15 contains 1659 members 
Mstep: Class 16 contains 479148 members 
Mstep: Class 17 contains 6222 members 
Mstep: Class 18 contains 6677 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5250 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 5924 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 12328 members 
Mstep: Class 26 contains 1631 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14159 members 
Mstep: Class 29 contains 20534 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4075 members 
Mstep: Class 34 contains 1401 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299634.000000 Penalty: 21500.021484
Iteration 110Q: 36 clusters Score -2.829963e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2755 members 
Mstep: Class 4 contains 60690 members 
Mstep: Class 5 contains 26596 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 11844 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 4325 members 
Mstep: Class 12 contains 2086 members 
Mstep: Class 13 contains 2515 members 
Mstep: Class 14 contains 29305 members 
Mstep: Class 15 contains 1660 members 
Mstep: Class 16 contains 478981 members 
Mstep: Class 17 contains 6222 members 
Mstep: Class 18 contains 6677 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5259 members 
Mstep: Class 22 contains 1283 members 
Mstep: Class 23 contains 5924 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 12325 members 
Mstep: Class 26 contains 1631 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14151 members 
Mstep: Class 29 contains 20677 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4075 members 
Mstep: Class 34 contains 1400 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299624.000000 Penalty: 21500.021484
Iteration 111Q: 36 clusters Score -2.829962e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60670 members 
Mstep: Class 5 contains 26594 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 11862 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 5036 members 
Mstep: Class 11 contains 4328 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 2515 members 
Mstep: Class 14 contains 29302 members 
Mstep: Class 15 contains 1663 members 
Mstep: Class 16 contains 478806 members 
Mstep: Class 17 contains 6222 members 
Mstep: Class 18 contains 6675 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5268 members 
Mstep: Class 22 contains 1298 members 
Mstep: Class 23 contains 5923 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 12327 members 
Mstep: Class 26 contains 1631 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14145 members 
Mstep: Class 29 contains 20827 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4075 members 
Mstep: Class 34 contains 1399 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299546.000000 Penalty: 21500.021484
Iteration 112Q: 36 clusters Score -2.829955e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 60643 members 
Mstep: Class 5 contains 26593 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 11888 members 
Mstep: Class 9 contains 617 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 4330 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 2515 members 
Mstep: Class 14 contains 29302 members 
Mstep: Class 15 contains 1667 members 
Mstep: Class 16 contains 478648 members 
Mstep: Class 17 contains 6222 members 
Mstep: Class 18 contains 6675 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5276 members 
Mstep: Class 22 contains 1311 members 
Mstep: Class 23 contains 5922 members 
Mstep: Class 24 contains 1832 members 
Mstep: Class 25 contains 12324 members 
Mstep: Class 26 contains 1632 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14149 members 
Mstep: Class 29 contains 20956 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1399 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299590.000000 Penalty: 21500.021484
Iteration 113Q: 36 clusters Score -2.829959e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 60623 members 
Mstep: Class 5 contains 26593 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11913 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 5036 members 
Mstep: Class 11 contains 4333 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 2515 members 
Mstep: Class 14 contains 29297 members 
Mstep: Class 15 contains 1673 members 
Mstep: Class 16 contains 478493 members 
Mstep: Class 17 contains 6219 members 
Mstep: Class 18 contains 6675 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5281 members 
Mstep: Class 22 contains 1324 members 
Mstep: Class 23 contains 5921 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 12319 members 
Mstep: Class 26 contains 1631 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14147 members 
Mstep: Class 29 contains 21086 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1399 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299596.000000 Penalty: 21500.021484
Iteration 114Q: 36 clusters Score -2.82996e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 60596 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11932 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 5037 members 
Mstep: Class 11 contains 4334 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2515 members 
Mstep: Class 14 contains 29294 members 
Mstep: Class 15 contains 1680 members 
Mstep: Class 16 contains 478347 members 
Mstep: Class 17 contains 6219 members 
Mstep: Class 18 contains 6676 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5287 members 
Mstep: Class 22 contains 1336 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 12317 members 
Mstep: Class 26 contains 1630 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14147 members 
Mstep: Class 29 contains 21216 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299588.000000 Penalty: 21500.021484
Iteration 115Q: 36 clusters Score -2.829959e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 60580 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11951 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5036 members 
Mstep: Class 11 contains 4328 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2515 members 
Mstep: Class 14 contains 29289 members 
Mstep: Class 15 contains 1684 members 
Mstep: Class 16 contains 478183 members 
Mstep: Class 17 contains 6216 members 
Mstep: Class 18 contains 6681 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5299 members 
Mstep: Class 22 contains 1346 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 12317 members 
Mstep: Class 26 contains 1631 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14148 members 
Mstep: Class 29 contains 21358 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299516.000000 Penalty: 21500.021484
Iteration 116Q: 36 clusters Score -2.829952e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 60558 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11959 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 5036 members 
Mstep: Class 11 contains 4325 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2516 members 
Mstep: Class 14 contains 29283 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 477988 members 
Mstep: Class 17 contains 6217 members 
Mstep: Class 18 contains 6688 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5310 members 
Mstep: Class 22 contains 1354 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 12316 members 
Mstep: Class 26 contains 1632 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14167 members 
Mstep: Class 29 contains 21524 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299466.000000 Penalty: 21500.021484
Iteration 117Q: 36 clusters Score -2.829947e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 60535 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11967 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 4323 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2516 members 
Mstep: Class 14 contains 29284 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 477806 members 
Mstep: Class 17 contains 6214 members 
Mstep: Class 18 contains 6697 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 1361 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 12315 members 
Mstep: Class 26 contains 1633 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14180 members 
Mstep: Class 29 contains 21681 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299434.000000 Penalty: 21500.021484
Iteration 118Q: 36 clusters Score -2.829943e+07 nChanged 283
Entering ConstructFrom: 
Score: -28299434.000000 Penalty: 21500.021484
Entering ConstructFrom: 
Trying to split cluster 1 (3572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Entering Unmasked Estep 
Score: -138972.562500 Penalty: 372.230072
	Iteration 0F: 2 clusters Score -138972.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -136518.234375 Penalty: 744.460144
	Iteration 0F: 3 clusters Score -136518.2 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -137555.656250 Penalty: 744.460144
	Iteration 1F: 3 clusters Score -137555.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -137864.984375 Penalty: 744.460144
	Iteration 2F: 3 clusters Score -137865 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -138127.750000 Penalty: 744.460144
	Iteration 3F: 3 clusters Score -138127.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -138281.421875 Penalty: 744.460144
	Iteration 4F: 3 clusters Score -138281.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -138372.500000 Penalty: 744.460144
	Iteration 5Q: 3 clusters Score -138372.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -138449.562500 Penalty: 744.460144
	Iteration 6Q: 3 clusters Score -138449.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -138500.734375 Penalty: 744.460144
	Iteration 7Q: 3 clusters Score -138500.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -138540.796875 Penalty: 744.460144
	Iteration 8Q: 3 clusters Score -138540.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -138567.109375 Penalty: 744.460144
	Iteration 9Q: 3 clusters Score -138567.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -138601.250000 Penalty: 744.460144
	Iteration 10Q: 3 clusters Score -138601.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -138635.265625 Penalty: 744.460144
	Iteration 11Q: 3 clusters Score -138635.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -138657.031250 Penalty: 744.460144
	Iteration 12Q: 3 clusters Score -138657 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -138678.296875 Penalty: 744.460144
	Iteration 13Q: 3 clusters Score -138678.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -138697.437500 Penalty: 744.460144
	Iteration 14Q: 3 clusters Score -138697.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -138715.265625 Penalty: 744.460144
	Iteration 15Q: 3 clusters Score -138715.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -138734.390625 Penalty: 744.460144
	Iteration 16Q: 3 clusters Score -138734.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -138749.968750 Penalty: 744.460144
	Iteration 17Q: 3 clusters Score -138750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -138768.015625 Penalty: 744.460144
	Iteration 18Q: 3 clusters Score -138768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -138780.531250 Penalty: 744.460144
	Iteration 19Q: 3 clusters Score -138780.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -138789.437500 Penalty: 744.460144
	Iteration 20F: 3 clusters Score -138789.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -138793.609375 Penalty: 744.460144
	Iteration 21Q: 3 clusters Score -138793.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -138798.218750 Penalty: 744.460144
	Iteration 22Q: 3 clusters Score -138798.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -138804.234375 Penalty: 744.460144
	Iteration 23Q: 3 clusters Score -138804.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -138808.750000 Penalty: 744.460144
	Iteration 24Q: 3 clusters Score -138808.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -138812.453125 Penalty: 744.460144
	Iteration 25Q: 3 clusters Score -138812.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -138814.890625 Penalty: 744.460144
	Iteration 26Q: 3 clusters Score -138814.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -138816.640625 Penalty: 744.460144
	Iteration 27Q: 3 clusters Score -138816.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -138818.375000 Penalty: 744.460144
	Iteration 28Q: 3 clusters Score -138818.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -138819.421875 Penalty: 744.460144
	Iteration 29Q: 3 clusters Score -138819.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -138820.250000 Penalty: 744.460144
	Iteration 30Q: 3 clusters Score -138820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -138821.218750 Penalty: 744.460144
	Iteration 31Q: 3 clusters Score -138821.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -138823.046875 Penalty: 744.460144
	Iteration 32Q: 3 clusters Score -138823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -138824.187500 Penalty: 744.460144
	Iteration 33Q: 3 clusters Score -138824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -138824.546875 Penalty: 744.460144
	Iteration 34Q: 3 clusters Score -138824.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -138825.781250 Penalty: 744.460144
	Iteration 35Q: 3 clusters Score -138825.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -138825.781250 Penalty: 744.460144
	Iteration 36F: 3 clusters Score -138825.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Entering Unmasked Estep 
Score: -57097.585938 Penalty: 337.853790
	Iteration 0F: 2 clusters Score -57097.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -55846.238281 Penalty: 675.707581
	Iteration 0F: 3 clusters Score -55846.24 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -56376.679688 Penalty: 675.707581
	Iteration 1F: 3 clusters Score -56376.68 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -56490.601562 Penalty: 675.707581
	Iteration 2F: 3 clusters Score -56490.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -56563.839844 Penalty: 675.707581
	Iteration 3F: 3 clusters Score -56563.84 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -56633.511719 Penalty: 675.707581
	Iteration 4Q: 3 clusters Score -56633.51 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -56695.273438 Penalty: 675.707581
	Iteration 5Q: 3 clusters Score -56695.27 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -56744.925781 Penalty: 675.707581
	Iteration 6Q: 3 clusters Score -56744.93 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -56800.742188 Penalty: 675.707581
	Iteration 7Q: 3 clusters Score -56800.74 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -56841.925781 Penalty: 675.707581
	Iteration 8Q: 3 clusters Score -56841.93 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -56875.253906 Penalty: 675.707581
	Iteration 9Q: 3 clusters Score -56875.25 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -56901.316406 Penalty: 675.707581
	Iteration 10Q: 3 clusters Score -56901.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -56918.414062 Penalty: 675.707581
	Iteration 11Q: 3 clusters Score -56918.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -56930.222656 Penalty: 675.707581
	Iteration 12Q: 3 clusters Score -56930.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -56940.519531 Penalty: 675.707581
	Iteration 13Q: 3 clusters Score -56940.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -56943.632812 Penalty: 675.707581
	Iteration 14Q: 3 clusters Score -56943.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -56946.035156 Penalty: 675.707581
	Iteration 15Q: 3 clusters Score -56946.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -56947.078125 Penalty: 675.707581
	Iteration 16Q: 3 clusters Score -56947.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -56948.160156 Penalty: 675.707581
	Iteration 17Q: 3 clusters Score -56948.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -56949.769531 Penalty: 675.707581
	Iteration 18Q: 3 clusters Score -56949.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -56951.242188 Penalty: 675.707581
	Iteration 19Q: 3 clusters Score -56951.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -56954.042969 Penalty: 675.707581
	Iteration 20F: 3 clusters Score -56954.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -56955.875000 Penalty: 675.707581
	Iteration 21Q: 3 clusters Score -56955.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -56957.832031 Penalty: 675.707581
	Iteration 22Q: 3 clusters Score -56957.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -56959.726562 Penalty: 675.707581
	Iteration 23Q: 3 clusters Score -56959.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -56960.644531 Penalty: 675.707581
	Iteration 24Q: 3 clusters Score -56960.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -56961.339844 Penalty: 675.707581
	Iteration 25Q: 3 clusters Score -56961.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -56962.257812 Penalty: 675.707581
	Iteration 26Q: 3 clusters Score -56962.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -56962.332031 Penalty: 675.707581
	Iteration 27Q: 3 clusters Score -56962.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -56962.402344 Penalty: 675.707581
	Iteration 28Q: 3 clusters Score -56962.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -56962.402344 Penalty: 675.707581
	Iteration 29F: 3 clusters Score -56962.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Entering Unmasked Estep 
Score: -96214.078125 Penalty: 360.446381
	Iteration 0F: 2 clusters Score -96214.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -94308.039062 Penalty: 720.892761
	Iteration 0F: 3 clusters Score -94308.04 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -95109.453125 Penalty: 720.892761
	Iteration 1F: 3 clusters Score -95109.45 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -95446.898438 Penalty: 720.892761
	Iteration 2F: 3 clusters Score -95446.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -95716.507812 Penalty: 720.892761
	Iteration 3F: 3 clusters Score -95716.51 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -95916.507812 Penalty: 720.892761
	Iteration 4F: 3 clusters Score -95916.51 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -96031.414062 Penalty: 720.892761
	Iteration 5F: 3 clusters Score -96031.41 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -96077.515625 Penalty: 720.892761
	Iteration 6Q: 3 clusters Score -96077.52 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -96105.171875 Penalty: 720.892761
	Iteration 7Q: 3 clusters Score -96105.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -96119.171875 Penalty: 720.892761
	Iteration 8Q: 3 clusters Score -96119.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -96129.679688 Penalty: 720.892761
	Iteration 9Q: 3 clusters Score -96129.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -96134.984375 Penalty: 720.892761
	Iteration 10Q: 3 clusters Score -96134.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -96138.085938 Penalty: 720.892761
	Iteration 11Q: 3 clusters Score -96138.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -96141.539062 Penalty: 720.892761
	Iteration 12Q: 3 clusters Score -96141.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -96146.968750 Penalty: 720.892761
	Iteration 13Q: 3 clusters Score -96146.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -96152.117188 Penalty: 720.892761
	Iteration 14Q: 3 clusters Score -96152.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -96153.906250 Penalty: 720.892761
	Iteration 15Q: 3 clusters Score -96153.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -96156.226562 Penalty: 720.892761
	Iteration 16Q: 3 clusters Score -96156.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -96158.117188 Penalty: 720.892761
	Iteration 17Q: 3 clusters Score -96158.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -96160.242188 Penalty: 720.892761
	Iteration 18Q: 3 clusters Score -96160.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -96163.234375 Penalty: 720.892761
	Iteration 19Q: 3 clusters Score -96163.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -96165.578125 Penalty: 720.892761
	Iteration 20F: 3 clusters Score -96165.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -96166.945312 Penalty: 720.892761
	Iteration 21Q: 3 clusters Score -96166.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -96167.585938 Penalty: 720.892761
	Iteration 22Q: 3 clusters Score -96167.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -96167.703125 Penalty: 720.892761
	Iteration 23Q: 3 clusters Score -96167.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -96167.773438 Penalty: 720.892761
	Iteration 24Q: 3 clusters Score -96167.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -96167.968750 Penalty: 720.892761
	Iteration 25Q: 3 clusters Score -96167.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -96169.023438 Penalty: 720.892761
	Iteration 26Q: 3 clusters Score -96169.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -96170.015625 Penalty: 720.892761
	Iteration 27Q: 3 clusters Score -96170.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -96171.320312 Penalty: 720.892761
	Iteration 28Q: 3 clusters Score -96171.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -96173.023438 Penalty: 720.892761
	Iteration 29Q: 3 clusters Score -96173.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -96173.796875 Penalty: 720.892761
	Iteration 30Q: 3 clusters Score -96173.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -96174.421875 Penalty: 720.892761
	Iteration 31Q: 3 clusters Score -96174.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -96175.578125 Penalty: 720.892761
	Iteration 32Q: 3 clusters Score -96175.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -96180.210938 Penalty: 720.892761
	Iteration 33Q: 3 clusters Score -96180.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -96187.109375 Penalty: 720.892761
	Iteration 34Q: 3 clusters Score -96187.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -96194.421875 Penalty: 720.892761
	Iteration 35Q: 3 clusters Score -96194.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -96197.750000 Penalty: 720.892761
	Iteration 36Q: 3 clusters Score -96197.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -96202.445312 Penalty: 720.892761
	Iteration 37Q: 3 clusters Score -96202.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -96205.593750 Penalty: 720.892761
	Iteration 38Q: 3 clusters Score -96205.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -96208.421875 Penalty: 720.892761
	Iteration 39Q: 3 clusters Score -96208.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -96211.132812 Penalty: 720.892761
	Iteration 40F: 3 clusters Score -96211.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -96212.296875 Penalty: 720.892761
	Iteration 41Q: 3 clusters Score -96212.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -96213.414062 Penalty: 720.892761
	Iteration 42Q: 3 clusters Score -96213.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -96214.812500 Penalty: 720.892761
	Iteration 43Q: 3 clusters Score -96214.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -96216.335938 Penalty: 720.892761
	Iteration 44Q: 3 clusters Score -96216.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -96218.937500 Penalty: 720.892761
	Iteration 45Q: 3 clusters Score -96218.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -96220.234375 Penalty: 720.892761
	Iteration 46Q: 3 clusters Score -96220.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -96220.843750 Penalty: 720.892761
	Iteration 47Q: 3 clusters Score -96220.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -96221.578125 Penalty: 720.892761
	Iteration 48Q: 3 clusters Score -96221.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -96222.296875 Penalty: 720.892761
	Iteration 49Q: 3 clusters Score -96222.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -96223.007812 Penalty: 720.892761
	Iteration 50Q: 3 clusters Score -96223.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -96225.421875 Penalty: 720.892761
	Iteration 51Q: 3 clusters Score -96225.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -96227.023438 Penalty: 720.892761
	Iteration 52Q: 3 clusters Score -96227.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -96229.140625 Penalty: 720.892761
	Iteration 53Q: 3 clusters Score -96229.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -96229.554688 Penalty: 720.892761
	Iteration 54Q: 3 clusters Score -96229.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -96230.132812 Penalty: 720.892761
	Iteration 55Q: 3 clusters Score -96230.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -96230.460938 Penalty: 720.892761
	Iteration 56Q: 3 clusters Score -96230.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -96230.710938 Penalty: 720.892761
	Iteration 57Q: 3 clusters Score -96230.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -96230.710938 Penalty: 720.892761
	Iteration 58F: 3 clusters Score -96230.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 977 members 
Mstep: Class 4 contains 60511 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11984 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 4322 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2517 members 
Mstep: Class 14 contains 29287 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 477636 members 
Mstep: Class 17 contains 6210 members 
Mstep: Class 18 contains 6703 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5335 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1835 members 
Mstep: Class 25 contains 12315 members 
Mstep: Class 26 contains 1632 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14194 members 
Mstep: Class 29 contains 21824 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 1780 members 
Entering Unmasked Estep 
Score: -28299192.000000 Penalty: 22114.306641
Splitting cluster 3 changes total score from -28299434.000000 to -28299192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (60511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Entering Unmasked Estep 
Score: -2438662.250000 Penalty: 500.981384
	Iteration 0F: 2 clusters Score -2438662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -2397796.250000 Penalty: 1001.962769
	Iteration 0F: 3 clusters Score -2397796 nChanged 29506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -2416893.750000 Penalty: 1001.962769
	Iteration 1F: 3 clusters Score -2416894 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -2418456.250000 Penalty: 1001.962769
	Iteration 2Q: 3 clusters Score -2418456 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -2421008.250000 Penalty: 1001.962769
	Iteration 3F: 3 clusters Score -2421008 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -2424307.000000 Penalty: 1001.962769
	Iteration 4F: 3 clusters Score -2424307 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -2427065.500000 Penalty: 1001.962769
	Iteration 5F: 3 clusters Score -2427066 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -2428426.500000 Penalty: 1001.962769
	Iteration 6Q: 3 clusters Score -2428426 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -2428935.250000 Penalty: 1001.962769
	Iteration 7Q: 3 clusters Score -2428935 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -2429227.500000 Penalty: 1001.962769
	Iteration 8Q: 3 clusters Score -2429228 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -2429461.750000 Penalty: 1001.962769
	Iteration 9Q: 3 clusters Score -2429462 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -2429689.000000 Penalty: 1001.962769
	Iteration 10Q: 3 clusters Score -2429689 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -2429899.500000 Penalty: 1001.962769
	Iteration 11Q: 3 clusters Score -2429900 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -2430100.000000 Penalty: 1001.962769
	Iteration 12Q: 3 clusters Score -2430100 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -2430296.500000 Penalty: 1001.962769
	Iteration 13Q: 3 clusters Score -2430296 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -2430492.250000 Penalty: 1001.962769
	Iteration 14Q: 3 clusters Score -2430492 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -2430725.250000 Penalty: 1001.962769
	Iteration 15Q: 3 clusters Score -2430725 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -2430935.250000 Penalty: 1001.962769
	Iteration 16Q: 3 clusters Score -2430935 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -2431143.000000 Penalty: 1001.962769
	Iteration 17Q: 3 clusters Score -2431143 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -2431335.500000 Penalty: 1001.962769
	Iteration 18Q: 3 clusters Score -2431336 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -2431587.500000 Penalty: 1001.962769
	Iteration 19Q: 3 clusters Score -2431588 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -2431839.500000 Penalty: 1001.962769
	Iteration 20F: 3 clusters Score -2431840 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -2432125.250000 Penalty: 1001.962769
	Iteration 21Q: 3 clusters Score -2432125 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -2432441.500000 Penalty: 1001.962769
	Iteration 22Q: 3 clusters Score -2432442 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -2432829.500000 Penalty: 1001.962769
	Iteration 23Q: 3 clusters Score -2432830 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -2433274.250000 Penalty: 1001.962769
	Iteration 24Q: 3 clusters Score -2433274 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -2433721.250000 Penalty: 1001.962769
	Iteration 25Q: 3 clusters Score -2433721 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -2434186.000000 Penalty: 1001.962769
	Iteration 26Q: 3 clusters Score -2434186 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -2434681.500000 Penalty: 1001.962769
	Iteration 27Q: 3 clusters Score -2434682 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 54685 members 
Entering Unmasked Estep 
Score: -2435229.500000 Penalty: 1001.962769
	Iteration 28Q: 3 clusters Score -2435230 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -2435796.000000 Penalty: 1001.962769
	Iteration 29Q: 3 clusters Score -2435796 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -2436354.500000 Penalty: 1001.962769
	Iteration 30Q: 3 clusters Score -2436354 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -2436885.250000 Penalty: 1001.962769
	Iteration 31Q: 3 clusters Score -2436885 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 58204 members 
Entering Unmasked Estep 
Score: -2437310.000000 Penalty: 1001.962769
	Iteration 32Q: 3 clusters Score -2437310 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 58765 members 
Entering Unmasked Estep 
Score: -2437676.500000 Penalty: 1001.962769
	Iteration 33Q: 3 clusters Score -2437676 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 59165 members 
Entering Unmasked Estep 
Score: -2437925.000000 Penalty: 1001.962769
	Iteration 34Q: 3 clusters Score -2437925 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -2438084.250000 Penalty: 1001.962769
	Iteration 35Q: 3 clusters Score -2438084 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 59643 members 
Entering Unmasked Estep 
Score: -2438204.750000 Penalty: 1001.962769
	Iteration 36Q: 3 clusters Score -2438205 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -2438287.000000 Penalty: 1001.962769
	Iteration 37Q: 3 clusters Score -2438287 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 59852 members 
Entering Unmasked Estep 
Score: -2438354.250000 Penalty: 1001.962769
	Iteration 38Q: 3 clusters Score -2438354 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
Score: -2438415.000000 Penalty: 1001.962769
	Iteration 39Q: 3 clusters Score -2438415 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 59919 members 
Entering Unmasked Estep 
Score: -2438456.250000 Penalty: 1001.962769
	Iteration 40F: 3 clusters Score -2438456 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
Score: -2438488.000000 Penalty: 1001.962769
	Iteration 41Q: 3 clusters Score -2438488 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -2438513.250000 Penalty: 1001.962769
	Iteration 42Q: 3 clusters Score -2438513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -2438512.000000 Penalty: 1001.962769
	Iteration 43Q: 3 clusters Score -2438512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -2438519.500000 Penalty: 1001.962769
	Iteration 44Q: 3 clusters Score -2438520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 59979 members 
Entering Unmasked Estep 
Score: -2438523.250000 Penalty: 1001.962769
	Iteration 45Q: 3 clusters Score -2438523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -2438518.500000 Penalty: 1001.962769
	Iteration 46Q: 3 clusters Score -2438518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -2438525.500000 Penalty: 1001.962769
	Iteration 47Q: 3 clusters Score -2438526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -2438532.750000 Penalty: 1001.962769
	Iteration 48Q: 3 clusters Score -2438533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 59983 members 
Entering Unmasked Estep 
Score: -2438540.750000 Penalty: 1001.962769
	Iteration 49Q: 3 clusters Score -2438541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -2438540.500000 Penalty: 1001.962769
	Iteration 50Q: 3 clusters Score -2438540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -2438541.750000 Penalty: 1001.962769
	Iteration 51Q: 3 clusters Score -2438542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 59995 members 
Entering Unmasked Estep 
Score: -2438544.000000 Penalty: 1001.962769
	Iteration 52Q: 3 clusters Score -2438544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 59999 members 
Entering Unmasked Estep 
Score: -2438549.000000 Penalty: 1001.962769
	Iteration 53Q: 3 clusters Score -2438549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -2438546.750000 Penalty: 1001.962769
	Iteration 54Q: 3 clusters Score -2438547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 60002 members 
Entering Unmasked Estep 
Score: -2438546.000000 Penalty: 1001.962769
	Iteration 55Q: 3 clusters Score -2438546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -2438545.250000 Penalty: 1001.962769
	Iteration 56Q: 3 clusters Score -2438545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 60004 members 
Entering Unmasked Estep 
Score: -2438544.750000 Penalty: 1001.962769
	Iteration 57Q: 3 clusters Score -2438545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 60005 members 
Entering Unmasked Estep 
Score: -2438547.250000 Penalty: 1001.962769
	Iteration 58Q: 3 clusters Score -2438547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -2438547.750000 Penalty: 1001.962769
	Iteration 59Q: 3 clusters Score -2438548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
Score: -2438544.500000 Penalty: 1001.962769
	Iteration 60F: 3 clusters Score -2438544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -2438546.250000 Penalty: 1001.962769
	Iteration 61Q: 3 clusters Score -2438546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -2438549.000000 Penalty: 1001.962769
	Iteration 62Q: 3 clusters Score -2438549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -2438547.500000 Penalty: 1001.962769
	Iteration 63Q: 3 clusters Score -2438548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 60006 members 
Entering Unmasked Estep 
Score: -2438549.000000 Penalty: 1001.962769
	Iteration 64Q: 3 clusters Score -2438549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -2438557.000000 Penalty: 1001.962769
	Iteration 65Q: 3 clusters Score -2438557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 60002 members 
Entering Unmasked Estep 
Score: -2438557.750000 Penalty: 1001.962769
	Iteration 66Q: 3 clusters Score -2438558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 59998 members 
Entering Unmasked Estep 
Score: -2438561.500000 Penalty: 1001.962769
	Iteration 67Q: 3 clusters Score -2438562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -2438559.750000 Penalty: 1001.962769
	Iteration 68Q: 3 clusters Score -2438560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 59985 members 
Entering Unmasked Estep 
Score: -2438565.500000 Penalty: 1001.962769
	Iteration 69Q: 3 clusters Score -2438566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -2438568.500000 Penalty: 1001.962769
	Iteration 70Q: 3 clusters Score -2438568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -2438572.500000 Penalty: 1001.962769
	Iteration 71Q: 3 clusters Score -2438572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -2438572.750000 Penalty: 1001.962769
	Iteration 72Q: 3 clusters Score -2438573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 59973 members 
Entering Unmasked Estep 
Score: -2438580.000000 Penalty: 1001.962769
	Iteration 73Q: 3 clusters Score -2438580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 59964 members 
Entering Unmasked Estep 
Score: -2438585.000000 Penalty: 1001.962769
	Iteration 74Q: 3 clusters Score -2438585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -2438588.500000 Penalty: 1001.962769
	Iteration 75Q: 3 clusters Score -2438588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
Score: -2438599.500000 Penalty: 1001.962769
	Iteration 76Q: 3 clusters Score -2438600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 59934 members 
Entering Unmasked Estep 
Score: -2438606.000000 Penalty: 1001.962769
	Iteration 77Q: 3 clusters Score -2438606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 59925 members 
Entering Unmasked Estep 
Score: -2438608.750000 Penalty: 1001.962769
	Iteration 78Q: 3 clusters Score -2438609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 59921 members 
Entering Unmasked Estep 
Score: -2438610.500000 Penalty: 1001.962769
	Iteration 79Q: 3 clusters Score -2438610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 59921 members 
Entering Unmasked Estep 
Score: -2438618.500000 Penalty: 1001.962769
	Iteration 80F: 3 clusters Score -2438618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 59916 members 
Entering Unmasked Estep 
Score: -2438619.750000 Penalty: 1001.962769
	Iteration 81Q: 3 clusters Score -2438620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 59912 members 
Entering Unmasked Estep 
Score: -2438625.000000 Penalty: 1001.962769
	Iteration 82Q: 3 clusters Score -2438625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 59909 members 
Entering Unmasked Estep 
Score: -2438628.000000 Penalty: 1001.962769
	Iteration 83Q: 3 clusters Score -2438628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -2438630.000000 Penalty: 1001.962769
	Iteration 84Q: 3 clusters Score -2438630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 59897 members 
Entering Unmasked Estep 
Score: -2438625.500000 Penalty: 1001.962769
	Iteration 85Q: 3 clusters Score -2438626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -2438626.250000 Penalty: 1001.962769
	Iteration 86Q: 3 clusters Score -2438626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 59891 members 
Entering Unmasked Estep 
Score: -2438628.250000 Penalty: 1001.962769
	Iteration 87Q: 3 clusters Score -2438628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 59887 members 
Entering Unmasked Estep 
Score: -2438629.750000 Penalty: 1001.962769
	Iteration 88Q: 3 clusters Score -2438630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -2438634.000000 Penalty: 1001.962769
	Iteration 89Q: 3 clusters Score -2438634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -2438634.000000 Penalty: 1001.962769
	Iteration 90Q: 3 clusters Score -2438634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -2438634.000000 Penalty: 1001.962769
	Iteration 91F: 3 clusters Score -2438634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Entering Unmasked Estep 
Score: -1016733.062500 Penalty: 463.570648
	Iteration 0F: 2 clusters Score -1016733 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 13271 members 
Entering Unmasked Estep 
Score: -998878.000000 Penalty: 927.141296
	Iteration 0F: 3 clusters Score -998878 nChanged 12779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1006492.812500 Penalty: 927.141296
	Iteration 1F: 3 clusters Score -1006493 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1007159.250000 Penalty: 927.141296
	Iteration 2F: 3 clusters Score -1007159 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1008025.062500 Penalty: 927.141296
	Iteration 3F: 3 clusters Score -1008025 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1009184.625000 Penalty: 927.141296
	Iteration 4F: 3 clusters Score -1009185 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1010565.812500 Penalty: 927.141296
	Iteration 5F: 3 clusters Score -1010566 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1011805.812500 Penalty: 927.141296
	Iteration 6F: 3 clusters Score -1011806 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1012582.937500 Penalty: 927.141296
	Iteration 7F: 3 clusters Score -1012583 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1013007.000000 Penalty: 927.141296
	Iteration 8Q: 3 clusters Score -1013007 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1013281.062500 Penalty: 927.141296
	Iteration 9Q: 3 clusters Score -1013281 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1013520.000000 Penalty: 927.141296
	Iteration 10Q: 3 clusters Score -1013520 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1013778.750000 Penalty: 927.141296
	Iteration 11Q: 3 clusters Score -1013779 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1014030.625000 Penalty: 927.141296
	Iteration 12Q: 3 clusters Score -1014031 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1014286.000000 Penalty: 927.141296
	Iteration 13Q: 3 clusters Score -1014286 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1014549.937500 Penalty: 927.141296
	Iteration 14Q: 3 clusters Score -1014550 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1014778.750000 Penalty: 927.141296
	Iteration 15Q: 3 clusters Score -1014779 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1014995.937500 Penalty: 927.141296
	Iteration 16Q: 3 clusters Score -1014996 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1015190.000000 Penalty: 927.141296
	Iteration 17Q: 3 clusters Score -1015190 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1015352.187500 Penalty: 927.141296
	Iteration 18Q: 3 clusters Score -1015352 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1015487.812500 Penalty: 927.141296
	Iteration 19Q: 3 clusters Score -1015488 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1015588.812500 Penalty: 927.141296
	Iteration 20F: 3 clusters Score -1015589 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1015663.062500 Penalty: 927.141296
	Iteration 21Q: 3 clusters Score -1015663 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1015721.875000 Penalty: 927.141296
	Iteration 22Q: 3 clusters Score -1015722 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1015758.562500 Penalty: 927.141296
	Iteration 23Q: 3 clusters Score -1015759 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1015785.500000 Penalty: 927.141296
	Iteration 24Q: 3 clusters Score -1015786 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1015810.062500 Penalty: 927.141296
	Iteration 25Q: 3 clusters Score -1015810 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1015823.375000 Penalty: 927.141296
	Iteration 26Q: 3 clusters Score -1015823 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1015835.000000 Penalty: 927.141296
	Iteration 27Q: 3 clusters Score -1015835 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1015838.812500 Penalty: 927.141296
	Iteration 28Q: 3 clusters Score -1015839 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1015841.500000 Penalty: 927.141296
	Iteration 29Q: 3 clusters Score -1015842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1015846.312500 Penalty: 927.141296
	Iteration 30Q: 3 clusters Score -1015846 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1015854.312500 Penalty: 927.141296
	Iteration 31Q: 3 clusters Score -1015854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1015854.875000 Penalty: 927.141296
	Iteration 32Q: 3 clusters Score -1015855 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1015858.750000 Penalty: 927.141296
	Iteration 33Q: 3 clusters Score -1015859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1015857.062500 Penalty: 927.141296
	Iteration 34Q: 3 clusters Score -1015857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1015858.437500 Penalty: 927.141296
	Iteration 35Q: 3 clusters Score -1015858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1015857.125000 Penalty: 927.141296
	Iteration 36Q: 3 clusters Score -1015857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1015856.687500 Penalty: 927.141296
	Iteration 37Q: 3 clusters Score -1015857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1015858.187500 Penalty: 927.141296
	Iteration 38Q: 3 clusters Score -1015858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1015858.062500 Penalty: 927.141296
	Iteration 39Q: 3 clusters Score -1015858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1015858.750000 Penalty: 927.141296
	Iteration 40F: 3 clusters Score -1015859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1015858.750000 Penalty: 927.141296
	Iteration 41Q: 3 clusters Score -1015859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1015860.187500 Penalty: 927.141296
	Iteration 42Q: 3 clusters Score -1015860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1015861.250000 Penalty: 927.141296
	Iteration 43Q: 3 clusters Score -1015861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1015859.750000 Penalty: 927.141296
	Iteration 44Q: 3 clusters Score -1015860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1015859.750000 Penalty: 927.141296
	Iteration 45F: 3 clusters Score -1015860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Entering Unmasked Estep 
Score: -97705.046875 Penalty: 356.248169
	Iteration 0F: 2 clusters Score -97705.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -95961.109375 Penalty: 712.496338
	Iteration 0F: 3 clusters Score -95961.11 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -96559.562500 Penalty: 712.496338
	Iteration 1F: 3 clusters Score -96559.56 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -96674.742188 Penalty: 712.496338
	Iteration 2F: 3 clusters Score -96674.74 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -96764.351562 Penalty: 712.496338
	Iteration 3F: 3 clusters Score -96764.35 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -96835.492188 Penalty: 712.496338
	Iteration 4F: 3 clusters Score -96835.49 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -96894.054688 Penalty: 712.496338
	Iteration 5Q: 3 clusters Score -96894.05 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -96938.484375 Penalty: 712.496338
	Iteration 6Q: 3 clusters Score -96938.48 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -96984.804688 Penalty: 712.496338
	Iteration 7Q: 3 clusters Score -96984.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -97046.671875 Penalty: 712.496338
	Iteration 8Q: 3 clusters Score -97046.67 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -97108.710938 Penalty: 712.496338
	Iteration 9Q: 3 clusters Score -97108.71 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -97166.179688 Penalty: 712.496338
	Iteration 10Q: 3 clusters Score -97166.18 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -97223.257812 Penalty: 712.496338
	Iteration 11Q: 3 clusters Score -97223.26 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -97257.265625 Penalty: 712.496338
	Iteration 12Q: 3 clusters Score -97257.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -97280.992188 Penalty: 712.496338
	Iteration 13Q: 3 clusters Score -97280.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -97295.843750 Penalty: 712.496338
	Iteration 14Q: 3 clusters Score -97295.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -97304.679688 Penalty: 712.496338
	Iteration 15Q: 3 clusters Score -97304.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -97313.820312 Penalty: 712.496338
	Iteration 16Q: 3 clusters Score -97313.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -97327.414062 Penalty: 712.496338
	Iteration 17Q: 3 clusters Score -97327.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -97334.960938 Penalty: 712.496338
	Iteration 18Q: 3 clusters Score -97334.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -97341.343750 Penalty: 712.496338
	Iteration 19Q: 3 clusters Score -97341.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -97343.335938 Penalty: 712.496338
	Iteration 20F: 3 clusters Score -97343.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -97344.125000 Penalty: 712.496338
	Iteration 21Q: 3 clusters Score -97344.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -97344.476562 Penalty: 712.496338
	Iteration 22Q: 3 clusters Score -97344.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -97344.976562 Penalty: 712.496338
	Iteration 23Q: 3 clusters Score -97344.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -97345.203125 Penalty: 712.496338
	Iteration 24Q: 3 clusters Score -97345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -97345.632812 Penalty: 712.496338
	Iteration 25Q: 3 clusters Score -97345.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -97346.132812 Penalty: 712.496338
	Iteration 26Q: 3 clusters Score -97346.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -97347.132812 Penalty: 712.496338
	Iteration 27Q: 3 clusters Score -97347.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -97347.664062 Penalty: 712.496338
	Iteration 28Q: 3 clusters Score -97347.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -97347.664062 Penalty: 712.496338
	Iteration 29F: 3 clusters Score -97347.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Entering Unmasked Estep 
Score: -140709.265625 Penalty: 371.730591
	Iteration 0F: 2 clusters Score -140709.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -138328.656250 Penalty: 743.461182
	Iteration 0F: 3 clusters Score -138328.7 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -139337.687500 Penalty: 743.461182
	Iteration 1F: 3 clusters Score -139337.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -139570.046875 Penalty: 743.461182
	Iteration 2F: 3 clusters Score -139570 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -139765.156250 Penalty: 743.461182
	Iteration 3F: 3 clusters Score -139765.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -139914.765625 Penalty: 743.461182
	Iteration 4F: 3 clusters Score -139914.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -140033.437500 Penalty: 743.461182
	Iteration 5Q: 3 clusters Score -140033.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -140113.687500 Penalty: 743.461182
	Iteration 6Q: 3 clusters Score -140113.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -140158.640625 Penalty: 743.461182
	Iteration 7Q: 3 clusters Score -140158.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -140186.531250 Penalty: 743.461182
	Iteration 8Q: 3 clusters Score -140186.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -140208.046875 Penalty: 743.461182
	Iteration 9Q: 3 clusters Score -140208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -140223.109375 Penalty: 743.461182
	Iteration 10Q: 3 clusters Score -140223.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -140234.640625 Penalty: 743.461182
	Iteration 11Q: 3 clusters Score -140234.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -140241.468750 Penalty: 743.461182
	Iteration 12Q: 3 clusters Score -140241.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -140247.265625 Penalty: 743.461182
	Iteration 13Q: 3 clusters Score -140247.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -140251.156250 Penalty: 743.461182
	Iteration 14Q: 3 clusters Score -140251.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -140254.234375 Penalty: 743.461182
	Iteration 15Q: 3 clusters Score -140254.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -140256.546875 Penalty: 743.461182
	Iteration 16Q: 3 clusters Score -140256.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -140258.718750 Penalty: 743.461182
	Iteration 17Q: 3 clusters Score -140258.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -140263.046875 Penalty: 743.461182
	Iteration 18Q: 3 clusters Score -140263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -140266.437500 Penalty: 743.461182
	Iteration 19Q: 3 clusters Score -140266.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -140270.437500 Penalty: 743.461182
	Iteration 20F: 3 clusters Score -140270.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -140274.593750 Penalty: 743.461182
	Iteration 21Q: 3 clusters Score -140274.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -140278.140625 Penalty: 743.461182
	Iteration 22Q: 3 clusters Score -140278.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -140281.515625 Penalty: 743.461182
	Iteration 23Q: 3 clusters Score -140281.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -140283.500000 Penalty: 743.461182
	Iteration 24Q: 3 clusters Score -140283.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -140284.687500 Penalty: 743.461182
	Iteration 25Q: 3 clusters Score -140284.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -140285.515625 Penalty: 743.461182
	Iteration 26Q: 3 clusters Score -140285.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -140286.921875 Penalty: 743.461182
	Iteration 27Q: 3 clusters Score -140286.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -140287.671875 Penalty: 743.461182
	Iteration 28Q: 3 clusters Score -140287.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -140289.046875 Penalty: 743.461182
	Iteration 29Q: 3 clusters Score -140289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -140289.250000 Penalty: 743.461182
	Iteration 30Q: 3 clusters Score -140289.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -140289.671875 Penalty: 743.461182
	Iteration 31Q: 3 clusters Score -140289.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -140290.125000 Penalty: 743.461182
	Iteration 32Q: 3 clusters Score -140290.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -140290.562500 Penalty: 743.461182
	Iteration 33Q: 3 clusters Score -140290.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -140291.156250 Penalty: 743.461182
	Iteration 34Q: 3 clusters Score -140291.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -140291.843750 Penalty: 743.461182
	Iteration 35Q: 3 clusters Score -140291.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -140292.921875 Penalty: 743.461182
	Iteration 36Q: 3 clusters Score -140292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -140293.421875 Penalty: 743.461182
	Iteration 37Q: 3 clusters Score -140293.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -140293.656250 Penalty: 743.461182
	Iteration 38Q: 3 clusters Score -140293.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -140294.046875 Penalty: 743.461182
	Iteration 39Q: 3 clusters Score -140294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -140294.250000 Penalty: 743.461182
	Iteration 40F: 3 clusters Score -140294.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -140294.890625 Penalty: 743.461182
	Iteration 41Q: 3 clusters Score -140294.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -140295.234375 Penalty: 743.461182
	Iteration 42Q: 3 clusters Score -140295.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -140295.453125 Penalty: 743.461182
	Iteration 43Q: 3 clusters Score -140295.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -140295.656250 Penalty: 743.461182
	Iteration 44Q: 3 clusters Score -140295.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -140296.281250 Penalty: 743.461182
	Iteration 45Q: 3 clusters Score -140296.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -140296.390625 Penalty: 743.461182
	Iteration 46Q: 3 clusters Score -140296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -140297.390625 Penalty: 743.461182
	Iteration 47Q: 3 clusters Score -140297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -140297.593750 Penalty: 743.461182
	Iteration 48Q: 3 clusters Score -140297.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -140298.062500 Penalty: 743.461182
	Iteration 49Q: 3 clusters Score -140298.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -140298.546875 Penalty: 743.461182
	Iteration 50Q: 3 clusters Score -140298.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -140299.156250 Penalty: 743.461182
	Iteration 51Q: 3 clusters Score -140299.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -140300.609375 Penalty: 743.461182
	Iteration 52Q: 3 clusters Score -140300.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -140302.546875 Penalty: 743.461182
	Iteration 53Q: 3 clusters Score -140302.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -140304.203125 Penalty: 743.461182
	Iteration 54Q: 3 clusters Score -140304.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -140305.984375 Penalty: 743.461182
	Iteration 55Q: 3 clusters Score -140306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -140308.953125 Penalty: 743.461182
	Iteration 56Q: 3 clusters Score -140309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -140310.000000 Penalty: 743.461182
	Iteration 57Q: 3 clusters Score -140310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -140311.250000 Penalty: 743.461182
	Iteration 58Q: 3 clusters Score -140311.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -140312.359375 Penalty: 743.461182
	Iteration 59Q: 3 clusters Score -140312.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -140314.078125 Penalty: 743.461182
	Iteration 60F: 3 clusters Score -140314.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -140315.734375 Penalty: 743.461182
	Iteration 61Q: 3 clusters Score -140315.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -140316.921875 Penalty: 743.461182
	Iteration 62Q: 3 clusters Score -140316.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -140317.656250 Penalty: 743.461182
	Iteration 63Q: 3 clusters Score -140317.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -140318.125000 Penalty: 743.461182
	Iteration 64Q: 3 clusters Score -140318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -140318.796875 Penalty: 743.461182
	Iteration 65Q: 3 clusters Score -140318.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -140319.015625 Penalty: 743.461182
	Iteration 66Q: 3 clusters Score -140319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -140319.046875 Penalty: 743.461182
	Iteration 67Q: 3 clusters Score -140319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -140319.046875 Penalty: 743.461182
	Iteration 68F: 3 clusters Score -140319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Entering Unmasked Estep 
Score: -499558.968750 Penalty: 427.305420
	Iteration 0F: 2 clusters Score -499559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -491527.093750 Penalty: 854.610840
	Iteration 0F: 3 clusters Score -491527.1 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -494577.906250 Penalty: 854.610840
	Iteration 1F: 3 clusters Score -494577.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -494742.062500 Penalty: 854.610840
	Iteration 2Q: 3 clusters Score -494742.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -494973.906250 Penalty: 854.610840
	Iteration 3Q: 3 clusters Score -494973.9 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -495315.093750 Penalty: 854.610840
	Iteration 4F: 3 clusters Score -495315.1 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -495782.343750 Penalty: 854.610840
	Iteration 5F: 3 clusters Score -495782.3 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -496408.437500 Penalty: 854.610840
	Iteration 6F: 3 clusters Score -496408.4 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -497039.468750 Penalty: 854.610840
	Iteration 7F: 3 clusters Score -497039.5 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -497539.031250 Penalty: 854.610840
	Iteration 8F: 3 clusters Score -497539 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -497859.375000 Penalty: 854.610840
	Iteration 9Q: 3 clusters Score -497859.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -498016.750000 Penalty: 854.610840
	Iteration 10Q: 3 clusters Score -498016.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -498126.000000 Penalty: 854.610840
	Iteration 11Q: 3 clusters Score -498126 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -498213.406250 Penalty: 854.610840
	Iteration 12Q: 3 clusters Score -498213.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -498283.875000 Penalty: 854.610840
	Iteration 13Q: 3 clusters Score -498283.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -498338.843750 Penalty: 854.610840
	Iteration 14Q: 3 clusters Score -498338.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -498394.125000 Penalty: 854.610840
	Iteration 15Q: 3 clusters Score -498394.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -498449.687500 Penalty: 854.610840
	Iteration 16Q: 3 clusters Score -498449.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -498493.281250 Penalty: 854.610840
	Iteration 17Q: 3 clusters Score -498493.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -498525.468750 Penalty: 854.610840
	Iteration 18Q: 3 clusters Score -498525.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -498556.281250 Penalty: 854.610840
	Iteration 19Q: 3 clusters Score -498556.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -498592.718750 Penalty: 854.610840
	Iteration 20F: 3 clusters Score -498592.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -498624.531250 Penalty: 854.610840
	Iteration 21Q: 3 clusters Score -498624.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -498653.062500 Penalty: 854.610840
	Iteration 22Q: 3 clusters Score -498653.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -498673.250000 Penalty: 854.610840
	Iteration 23Q: 3 clusters Score -498673.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -498692.437500 Penalty: 854.610840
	Iteration 24Q: 3 clusters Score -498692.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -498705.843750 Penalty: 854.610840
	Iteration 25Q: 3 clusters Score -498705.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -498723.406250 Penalty: 854.610840
	Iteration 26Q: 3 clusters Score -498723.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -498744.218750 Penalty: 854.610840
	Iteration 27Q: 3 clusters Score -498744.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -498768.000000 Penalty: 854.610840
	Iteration 28Q: 3 clusters Score -498768 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -498790.781250 Penalty: 854.610840
	Iteration 29Q: 3 clusters Score -498790.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -498817.312500 Penalty: 854.610840
	Iteration 30Q: 3 clusters Score -498817.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -498843.968750 Penalty: 854.610840
	Iteration 31Q: 3 clusters Score -498844 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -498869.343750 Penalty: 854.610840
	Iteration 32Q: 3 clusters Score -498869.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -498899.437500 Penalty: 854.610840
	Iteration 33Q: 3 clusters Score -498899.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -498937.156250 Penalty: 854.610840
	Iteration 34Q: 3 clusters Score -498937.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -498977.406250 Penalty: 854.610840
	Iteration 35Q: 3 clusters Score -498977.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -499005.562500 Penalty: 854.610840
	Iteration 36Q: 3 clusters Score -499005.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -499030.687500 Penalty: 854.610840
	Iteration 37Q: 3 clusters Score -499030.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -499060.531250 Penalty: 854.610840
	Iteration 38Q: 3 clusters Score -499060.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -499084.062500 Penalty: 854.610840
	Iteration 39Q: 3 clusters Score -499084.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -499109.781250 Penalty: 854.610840
	Iteration 40F: 3 clusters Score -499109.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -499134.593750 Penalty: 854.610840
	Iteration 41Q: 3 clusters Score -499134.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -499160.531250 Penalty: 854.610840
	Iteration 42Q: 3 clusters Score -499160.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -499187.156250 Penalty: 854.610840
	Iteration 43Q: 3 clusters Score -499187.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -499206.531250 Penalty: 854.610840
	Iteration 44Q: 3 clusters Score -499206.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -499218.531250 Penalty: 854.610840
	Iteration 45Q: 3 clusters Score -499218.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -499221.531250 Penalty: 854.610840
	Iteration 46Q: 3 clusters Score -499221.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -499225.500000 Penalty: 854.610840
	Iteration 47Q: 3 clusters Score -499225.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -499227.062500 Penalty: 854.610840
	Iteration 48Q: 3 clusters Score -499227.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -499228.812500 Penalty: 854.610840
	Iteration 49Q: 3 clusters Score -499228.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -499232.093750 Penalty: 854.610840
	Iteration 50Q: 3 clusters Score -499232.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -499234.843750 Penalty: 854.610840
	Iteration 51Q: 3 clusters Score -499234.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -499238.812500 Penalty: 854.610840
	Iteration 52Q: 3 clusters Score -499238.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -499241.218750 Penalty: 854.610840
	Iteration 53Q: 3 clusters Score -499241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -499243.093750 Penalty: 854.610840
	Iteration 54Q: 3 clusters Score -499243.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -499243.281250 Penalty: 854.610840
	Iteration 55Q: 3 clusters Score -499243.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -499243.281250 Penalty: 854.610840
	Iteration 56F: 3 clusters Score -499243.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -21337.078125 Penalty: 293.496399
	Iteration 0F: 2 clusters Score -21337.08 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 312 members 
Entering Unmasked Estep 
Score: -20825.197266 Penalty: 586.992798
	Iteration 0F: 3 clusters Score -20825.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21059.029297 Penalty: 586.992798
	Iteration 1F: 3 clusters Score -21059.03 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -21095.794922 Penalty: 586.992798
	Iteration 2F: 3 clusters Score -21095.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21108.216797 Penalty: 586.992798
	Iteration 3Q: 3 clusters Score -21108.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21113.572266 Penalty: 586.992798
	Iteration 4Q: 3 clusters Score -21113.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21119.140625 Penalty: 586.992798
	Iteration 5Q: 3 clusters Score -21119.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21120.550781 Penalty: 586.992798
	Iteration 6Q: 3 clusters Score -21120.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21122.193359 Penalty: 586.992798
	Iteration 7Q: 3 clusters Score -21122.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21125.257812 Penalty: 586.992798
	Iteration 8Q: 3 clusters Score -21125.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21127.988281 Penalty: 586.992798
	Iteration 9Q: 3 clusters Score -21127.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21128.271484 Penalty: 586.992798
	Iteration 10Q: 3 clusters Score -21128.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21128.841797 Penalty: 586.992798
	Iteration 11Q: 3 clusters Score -21128.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21128.841797 Penalty: 586.992798
	Iteration 12F: 3 clusters Score -21128.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Entering Unmasked Estep 
Score: -198514.281250 Penalty: 387.831604
	Iteration 0F: 2 clusters Score -198514.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -195117.062500 Penalty: 775.663208
	Iteration 0F: 3 clusters Score -195117.1 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -196431.468750 Penalty: 775.663208
	Iteration 1F: 3 clusters Score -196431.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -196680.000000 Penalty: 775.663208
	Iteration 2F: 3 clusters Score -196680 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -196965.843750 Penalty: 775.663208
	Iteration 3F: 3 clusters Score -196965.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -197296.000000 Penalty: 775.663208
	Iteration 4F: 3 clusters Score -197296 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -197550.281250 Penalty: 775.663208
	Iteration 5F: 3 clusters Score -197550.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -197709.500000 Penalty: 775.663208
	Iteration 6F: 3 clusters Score -197709.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -197813.125000 Penalty: 775.663208
	Iteration 7Q: 3 clusters Score -197813.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -197887.171875 Penalty: 775.663208
	Iteration 8Q: 3 clusters Score -197887.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -197938.703125 Penalty: 775.663208
	Iteration 9Q: 3 clusters Score -197938.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -197986.703125 Penalty: 775.663208
	Iteration 10Q: 3 clusters Score -197986.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -198029.421875 Penalty: 775.663208
	Iteration 11Q: 3 clusters Score -198029.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -198083.531250 Penalty: 775.663208
	Iteration 12Q: 3 clusters Score -198083.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -198126.296875 Penalty: 775.663208
	Iteration 13Q: 3 clusters Score -198126.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -198167.250000 Penalty: 775.663208
	Iteration 14Q: 3 clusters Score -198167.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -198212.187500 Penalty: 775.663208
	Iteration 15Q: 3 clusters Score -198212.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -198264.687500 Penalty: 775.663208
	Iteration 16Q: 3 clusters Score -198264.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -198321.531250 Penalty: 775.663208
	Iteration 17Q: 3 clusters Score -198321.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -198351.765625 Penalty: 775.663208
	Iteration 18Q: 3 clusters Score -198351.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -198367.578125 Penalty: 775.663208
	Iteration 19Q: 3 clusters Score -198367.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -198379.437500 Penalty: 775.663208
	Iteration 20F: 3 clusters Score -198379.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -198395.984375 Penalty: 775.663208
	Iteration 21Q: 3 clusters Score -198396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -198404.828125 Penalty: 775.663208
	Iteration 22Q: 3 clusters Score -198404.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -198408.984375 Penalty: 775.663208
	Iteration 23Q: 3 clusters Score -198409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -198410.281250 Penalty: 775.663208
	Iteration 24Q: 3 clusters Score -198410.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -198411.203125 Penalty: 775.663208
	Iteration 25Q: 3 clusters Score -198411.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -198412.218750 Penalty: 775.663208
	Iteration 26Q: 3 clusters Score -198412.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -198413.437500 Penalty: 775.663208
	Iteration 27Q: 3 clusters Score -198413.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -198413.578125 Penalty: 775.663208
	Iteration 28Q: 3 clusters Score -198413.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -198415.578125 Penalty: 775.663208
	Iteration 29Q: 3 clusters Score -198415.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -198416.796875 Penalty: 775.663208
	Iteration 30Q: 3 clusters Score -198416.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -198416.875000 Penalty: 775.663208
	Iteration 31Q: 3 clusters Score -198416.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -198417.015625 Penalty: 775.663208
	Iteration 32Q: 3 clusters Score -198417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -198417.015625 Penalty: 775.663208
	Iteration 33F: 3 clusters Score -198417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Entering Unmasked Estep 
Score: -175466.859375 Penalty: 380.902039
	Iteration 0F: 2 clusters Score -175466.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -172564.031250 Penalty: 761.804077
	Iteration 0F: 3 clusters Score -172564 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -173804.843750 Penalty: 761.804077
	Iteration 1F: 3 clusters Score -173804.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -174037.484375 Penalty: 761.804077
	Iteration 2F: 3 clusters Score -174037.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -174285.671875 Penalty: 761.804077
	Iteration 3F: 3 clusters Score -174285.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -174460.734375 Penalty: 761.804077
	Iteration 4F: 3 clusters Score -174460.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -174586.156250 Penalty: 761.804077
	Iteration 5F: 3 clusters Score -174586.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -174694.984375 Penalty: 761.804077
	Iteration 6Q: 3 clusters Score -174695 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -174786.109375 Penalty: 761.804077
	Iteration 7Q: 3 clusters Score -174786.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -174852.625000 Penalty: 761.804077
	Iteration 8Q: 3 clusters Score -174852.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -174895.171875 Penalty: 761.804077
	Iteration 9Q: 3 clusters Score -174895.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -174925.671875 Penalty: 761.804077
	Iteration 10Q: 3 clusters Score -174925.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -174947.578125 Penalty: 761.804077
	Iteration 11Q: 3 clusters Score -174947.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -174967.015625 Penalty: 761.804077
	Iteration 12Q: 3 clusters Score -174967 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -174990.109375 Penalty: 761.804077
	Iteration 13Q: 3 clusters Score -174990.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -175005.968750 Penalty: 761.804077
	Iteration 14Q: 3 clusters Score -175006 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -175016.265625 Penalty: 761.804077
	Iteration 15Q: 3 clusters Score -175016.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -175027.500000 Penalty: 761.804077
	Iteration 16Q: 3 clusters Score -175027.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -175041.234375 Penalty: 761.804077
	Iteration 17Q: 3 clusters Score -175041.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -175055.531250 Penalty: 761.804077
	Iteration 18Q: 3 clusters Score -175055.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -175071.671875 Penalty: 761.804077
	Iteration 19Q: 3 clusters Score -175071.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -175082.187500 Penalty: 761.804077
	Iteration 20F: 3 clusters Score -175082.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -175089.468750 Penalty: 761.804077
	Iteration 21Q: 3 clusters Score -175089.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -175097.421875 Penalty: 761.804077
	Iteration 22Q: 3 clusters Score -175097.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -175105.531250 Penalty: 761.804077
	Iteration 23Q: 3 clusters Score -175105.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -175115.343750 Penalty: 761.804077
	Iteration 24Q: 3 clusters Score -175115.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -175121.843750 Penalty: 761.804077
	Iteration 25Q: 3 clusters Score -175121.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -175126.281250 Penalty: 761.804077
	Iteration 26Q: 3 clusters Score -175126.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -175128.968750 Penalty: 761.804077
	Iteration 27Q: 3 clusters Score -175129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -175130.781250 Penalty: 761.804077
	Iteration 28Q: 3 clusters Score -175130.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -175133.046875 Penalty: 761.804077
	Iteration 29Q: 3 clusters Score -175133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -175134.296875 Penalty: 761.804077
	Iteration 30Q: 3 clusters Score -175134.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -175136.781250 Penalty: 761.804077
	Iteration 31Q: 3 clusters Score -175136.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -175139.875000 Penalty: 761.804077
	Iteration 32Q: 3 clusters Score -175139.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -175142.046875 Penalty: 761.804077
	Iteration 33Q: 3 clusters Score -175142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -175143.687500 Penalty: 761.804077
	Iteration 34Q: 3 clusters Score -175143.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -175146.093750 Penalty: 761.804077
	Iteration 35Q: 3 clusters Score -175146.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -175149.921875 Penalty: 761.804077
	Iteration 36Q: 3 clusters Score -175149.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -175152.375000 Penalty: 761.804077
	Iteration 37Q: 3 clusters Score -175152.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -175154.609375 Penalty: 761.804077
	Iteration 38Q: 3 clusters Score -175154.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -175157.000000 Penalty: 761.804077
	Iteration 39Q: 3 clusters Score -175157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -175158.812500 Penalty: 761.804077
	Iteration 40F: 3 clusters Score -175158.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -175160.015625 Penalty: 761.804077
	Iteration 41Q: 3 clusters Score -175160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -175162.218750 Penalty: 761.804077
	Iteration 42Q: 3 clusters Score -175162.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -175166.000000 Penalty: 761.804077
	Iteration 43Q: 3 clusters Score -175166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -175170.015625 Penalty: 761.804077
	Iteration 44Q: 3 clusters Score -175170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -175172.281250 Penalty: 761.804077
	Iteration 45Q: 3 clusters Score -175172.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -175175.234375 Penalty: 761.804077
	Iteration 46Q: 3 clusters Score -175175.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -175180.125000 Penalty: 761.804077
	Iteration 47Q: 3 clusters Score -175180.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -175184.281250 Penalty: 761.804077
	Iteration 48Q: 3 clusters Score -175184.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -175187.859375 Penalty: 761.804077
	Iteration 49Q: 3 clusters Score -175187.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -175190.515625 Penalty: 761.804077
	Iteration 50Q: 3 clusters Score -175190.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -175191.781250 Penalty: 761.804077
	Iteration 51Q: 3 clusters Score -175191.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -175192.640625 Penalty: 761.804077
	Iteration 52Q: 3 clusters Score -175192.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -175193.250000 Penalty: 761.804077
	Iteration 53Q: 3 clusters Score -175193.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -175193.484375 Penalty: 761.804077
	Iteration 54Q: 3 clusters Score -175193.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -175193.828125 Penalty: 761.804077
	Iteration 55Q: 3 clusters Score -175193.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -175194.234375 Penalty: 761.804077
	Iteration 56Q: 3 clusters Score -175194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -175195.062500 Penalty: 761.804077
	Iteration 57Q: 3 clusters Score -175195.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -175195.203125 Penalty: 761.804077
	Iteration 58Q: 3 clusters Score -175195.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -175196.546875 Penalty: 761.804077
	Iteration 59Q: 3 clusters Score -175196.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -175197.328125 Penalty: 761.804077
	Iteration 60F: 3 clusters Score -175197.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -175197.359375 Penalty: 761.804077
	Iteration 61Q: 3 clusters Score -175197.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -175197.765625 Penalty: 761.804077
	Iteration 62Q: 3 clusters Score -175197.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -175198.218750 Penalty: 761.804077
	Iteration 63Q: 3 clusters Score -175198.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -175198.468750 Penalty: 761.804077
	Iteration 64Q: 3 clusters Score -175198.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -175198.453125 Penalty: 761.804077
	Iteration 65Q: 3 clusters Score -175198.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -175198.921875 Penalty: 761.804077
	Iteration 66Q: 3 clusters Score -175198.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -175199.015625 Penalty: 761.804077
	Iteration 67Q: 3 clusters Score -175199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -175200.062500 Penalty: 761.804077
	Iteration 68Q: 3 clusters Score -175200.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -175200.671875 Penalty: 761.804077
	Iteration 69Q: 3 clusters Score -175200.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -175201.296875 Penalty: 761.804077
	Iteration 70Q: 3 clusters Score -175201.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -175201.656250 Penalty: 761.804077
	Iteration 71Q: 3 clusters Score -175201.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -175201.750000 Penalty: 761.804077
	Iteration 72Q: 3 clusters Score -175201.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -175201.734375 Penalty: 761.804077
	Iteration 73Q: 3 clusters Score -175201.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -175202.093750 Penalty: 761.804077
	Iteration 74Q: 3 clusters Score -175202.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -175202.796875 Penalty: 761.804077
	Iteration 75Q: 3 clusters Score -175202.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -175202.906250 Penalty: 761.804077
	Iteration 76Q: 3 clusters Score -175202.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -175203.875000 Penalty: 761.804077
	Iteration 77Q: 3 clusters Score -175203.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -175204.562500 Penalty: 761.804077
	Iteration 78Q: 3 clusters Score -175204.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -175205.265625 Penalty: 761.804077
	Iteration 79Q: 3 clusters Score -175205.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -175206.156250 Penalty: 761.804077
	Iteration 80F: 3 clusters Score -175206.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -175207.031250 Penalty: 761.804077
	Iteration 81Q: 3 clusters Score -175207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -175207.343750 Penalty: 761.804077
	Iteration 82Q: 3 clusters Score -175207.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -175208.531250 Penalty: 761.804077
	Iteration 83Q: 3 clusters Score -175208.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -175209.734375 Penalty: 761.804077
	Iteration 84Q: 3 clusters Score -175209.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -175210.031250 Penalty: 761.804077
	Iteration 85Q: 3 clusters Score -175210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -175210.609375 Penalty: 761.804077
	Iteration 86Q: 3 clusters Score -175210.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -175210.750000 Penalty: 761.804077
	Iteration 87Q: 3 clusters Score -175210.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -175210.750000 Penalty: 761.804077
	Iteration 88F: 3 clusters Score -175210.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Entering Unmasked Estep 
Score: -86508.562500 Penalty: 347.887360
	Iteration 0F: 2 clusters Score -86508.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -85000.640625 Penalty: 695.774719
	Iteration 0F: 3 clusters Score -85000.64 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -85562.390625 Penalty: 695.774719
	Iteration 1F: 3 clusters Score -85562.39 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -85721.445312 Penalty: 695.774719
	Iteration 2F: 3 clusters Score -85721.45 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -85838.507812 Penalty: 695.774719
	Iteration 3F: 3 clusters Score -85838.51 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -85891.539062 Penalty: 695.774719
	Iteration 4Q: 3 clusters Score -85891.54 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -85927.164062 Penalty: 695.774719
	Iteration 5Q: 3 clusters Score -85927.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -85950.789062 Penalty: 695.774719
	Iteration 6Q: 3 clusters Score -85950.79 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -85978.476562 Penalty: 695.774719
	Iteration 7Q: 3 clusters Score -85978.48 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -86020.773438 Penalty: 695.774719
	Iteration 8Q: 3 clusters Score -86020.77 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -86072.968750 Penalty: 695.774719
	Iteration 9Q: 3 clusters Score -86072.97 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -86121.117188 Penalty: 695.774719
	Iteration 10Q: 3 clusters Score -86121.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -86156.882812 Penalty: 695.774719
	Iteration 11Q: 3 clusters Score -86156.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -86183.507812 Penalty: 695.774719
	Iteration 12Q: 3 clusters Score -86183.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -86204.867188 Penalty: 695.774719
	Iteration 13Q: 3 clusters Score -86204.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -86228.992188 Penalty: 695.774719
	Iteration 14Q: 3 clusters Score -86228.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -86249.445312 Penalty: 695.774719
	Iteration 15Q: 3 clusters Score -86249.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -86262.906250 Penalty: 695.774719
	Iteration 16Q: 3 clusters Score -86262.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -86269.375000 Penalty: 695.774719
	Iteration 17Q: 3 clusters Score -86269.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -86272.875000 Penalty: 695.774719
	Iteration 18Q: 3 clusters Score -86272.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -86275.757812 Penalty: 695.774719
	Iteration 19Q: 3 clusters Score -86275.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -86279.226562 Penalty: 695.774719
	Iteration 20F: 3 clusters Score -86279.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -86283.117188 Penalty: 695.774719
	Iteration 21Q: 3 clusters Score -86283.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -86286.062500 Penalty: 695.774719
	Iteration 22Q: 3 clusters Score -86286.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -86287.523438 Penalty: 695.774719
	Iteration 23Q: 3 clusters Score -86287.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -86287.671875 Penalty: 695.774719
	Iteration 24Q: 3 clusters Score -86287.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -86287.906250 Penalty: 695.774719
	Iteration 25Q: 3 clusters Score -86287.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -86287.906250 Penalty: 695.774719
	Iteration 26F: 3 clusters Score -86287.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -103294.265625 Penalty: 356.302429
	Iteration 0F: 2 clusters Score -103294.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -101471.156250 Penalty: 712.604858
	Iteration 0F: 3 clusters Score -101471.2 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -102078.046875 Penalty: 712.604858
	Iteration 1F: 3 clusters Score -102078 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -102132.906250 Penalty: 712.604858
	Iteration 2F: 3 clusters Score -102132.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -102167.164062 Penalty: 712.604858
	Iteration 3Q: 3 clusters Score -102167.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -102194.218750 Penalty: 712.604858
	Iteration 4Q: 3 clusters Score -102194.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -102232.664062 Penalty: 712.604858
	Iteration 5Q: 3 clusters Score -102232.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -102261.898438 Penalty: 712.604858
	Iteration 6Q: 3 clusters Score -102261.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -102289.914062 Penalty: 712.604858
	Iteration 7Q: 3 clusters Score -102289.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -102310.875000 Penalty: 712.604858
	Iteration 8Q: 3 clusters Score -102310.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -102324.078125 Penalty: 712.604858
	Iteration 9Q: 3 clusters Score -102324.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -102337.140625 Penalty: 712.604858
	Iteration 10Q: 3 clusters Score -102337.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -102353.406250 Penalty: 712.604858
	Iteration 11Q: 3 clusters Score -102353.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -102369.078125 Penalty: 712.604858
	Iteration 12Q: 3 clusters Score -102369.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -102388.257812 Penalty: 712.604858
	Iteration 13Q: 3 clusters Score -102388.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -102408.515625 Penalty: 712.604858
	Iteration 14Q: 3 clusters Score -102408.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -102422.640625 Penalty: 712.604858
	Iteration 15Q: 3 clusters Score -102422.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -102434.125000 Penalty: 712.604858
	Iteration 16Q: 3 clusters Score -102434.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -102442.640625 Penalty: 712.604858
	Iteration 17Q: 3 clusters Score -102442.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -102450.656250 Penalty: 712.604858
	Iteration 18Q: 3 clusters Score -102450.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -102454.500000 Penalty: 712.604858
	Iteration 19Q: 3 clusters Score -102454.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -102457.265625 Penalty: 712.604858
	Iteration 20F: 3 clusters Score -102457.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -102459.976562 Penalty: 712.604858
	Iteration 21Q: 3 clusters Score -102460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -102464.664062 Penalty: 712.604858
	Iteration 22Q: 3 clusters Score -102464.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -102473.914062 Penalty: 712.604858
	Iteration 23Q: 3 clusters Score -102473.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -102482.406250 Penalty: 712.604858
	Iteration 24Q: 3 clusters Score -102482.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -102489.242188 Penalty: 712.604858
	Iteration 25Q: 3 clusters Score -102489.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -102496.218750 Penalty: 712.604858
	Iteration 26Q: 3 clusters Score -102496.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -102504.218750 Penalty: 712.604858
	Iteration 27Q: 3 clusters Score -102504.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -102522.640625 Penalty: 712.604858
	Iteration 28Q: 3 clusters Score -102522.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -102549.453125 Penalty: 712.604858
	Iteration 29Q: 3 clusters Score -102549.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -102585.929688 Penalty: 712.604858
	Iteration 30Q: 3 clusters Score -102585.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -102619.656250 Penalty: 712.604858
	Iteration 31Q: 3 clusters Score -102619.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -102657.023438 Penalty: 712.604858
	Iteration 32Q: 3 clusters Score -102657 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -102692.414062 Penalty: 712.604858
	Iteration 33Q: 3 clusters Score -102692.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -102727.406250 Penalty: 712.604858
	Iteration 34Q: 3 clusters Score -102727.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -102762.742188 Penalty: 712.604858
	Iteration 35Q: 3 clusters Score -102762.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -102791.117188 Penalty: 712.604858
	Iteration 36Q: 3 clusters Score -102791.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -102815.320312 Penalty: 712.604858
	Iteration 37Q: 3 clusters Score -102815.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -102855.890625 Penalty: 712.604858
	Iteration 38Q: 3 clusters Score -102855.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -102890.101562 Penalty: 712.604858
	Iteration 39Q: 3 clusters Score -102890.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -102920.664062 Penalty: 712.604858
	Iteration 40F: 3 clusters Score -102920.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -102941.695312 Penalty: 712.604858
	Iteration 41Q: 3 clusters Score -102941.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -102954.609375 Penalty: 712.604858
	Iteration 42Q: 3 clusters Score -102954.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -102958.578125 Penalty: 712.604858
	Iteration 43Q: 3 clusters Score -102958.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -102964.421875 Penalty: 712.604858
	Iteration 44Q: 3 clusters Score -102964.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -102968.492188 Penalty: 712.604858
	Iteration 45Q: 3 clusters Score -102968.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -102972.500000 Penalty: 712.604858
	Iteration 46Q: 3 clusters Score -102972.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -102974.984375 Penalty: 712.604858
	Iteration 47Q: 3 clusters Score -102975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -102974.984375 Penalty: 712.604858
	Iteration 48F: 3 clusters Score -102975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Entering Unmasked Estep 
Score: -1192477.250000 Penalty: 467.962891
	Iteration 0F: 2 clusters Score -1192477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1172941.250000 Penalty: 935.925781
	Iteration 0F: 3 clusters Score -1172941 nChanged 14032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1181774.375000 Penalty: 935.925781
	Iteration 1F: 3 clusters Score -1181774 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1182682.250000 Penalty: 935.925781
	Iteration 2F: 3 clusters Score -1182682 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1183871.750000 Penalty: 935.925781
	Iteration 3F: 3 clusters Score -1183872 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -1185282.000000 Penalty: 935.925781
	Iteration 4F: 3 clusters Score -1185282 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1186540.000000 Penalty: 935.925781
	Iteration 5F: 3 clusters Score -1186540 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1187322.125000 Penalty: 935.925781
	Iteration 6F: 3 clusters Score -1187322 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1187630.000000 Penalty: 935.925781
	Iteration 7Q: 3 clusters Score -1187630 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -1187785.375000 Penalty: 935.925781
	Iteration 8Q: 3 clusters Score -1187785 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -1187899.000000 Penalty: 935.925781
	Iteration 9Q: 3 clusters Score -1187899 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1187991.500000 Penalty: 935.925781
	Iteration 10Q: 3 clusters Score -1187992 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -1188091.125000 Penalty: 935.925781
	Iteration 11Q: 3 clusters Score -1188091 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -1188221.750000 Penalty: 935.925781
	Iteration 12Q: 3 clusters Score -1188222 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1188369.875000 Penalty: 935.925781
	Iteration 13Q: 3 clusters Score -1188370 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -1188548.375000 Penalty: 935.925781
	Iteration 14Q: 3 clusters Score -1188548 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1188742.750000 Penalty: 935.925781
	Iteration 15Q: 3 clusters Score -1188743 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1188921.750000 Penalty: 935.925781
	Iteration 16Q: 3 clusters Score -1188922 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -1189081.125000 Penalty: 935.925781
	Iteration 17Q: 3 clusters Score -1189081 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1189245.750000 Penalty: 935.925781
	Iteration 18Q: 3 clusters Score -1189246 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1189399.250000 Penalty: 935.925781
	Iteration 19Q: 3 clusters Score -1189399 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1189535.125000 Penalty: 935.925781
	Iteration 20F: 3 clusters Score -1189535 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1189644.375000 Penalty: 935.925781
	Iteration 21Q: 3 clusters Score -1189644 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -1189750.625000 Penalty: 935.925781
	Iteration 22Q: 3 clusters Score -1189751 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1189835.750000 Penalty: 935.925781
	Iteration 23Q: 3 clusters Score -1189836 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -1189914.250000 Penalty: 935.925781
	Iteration 24Q: 3 clusters Score -1189914 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -1189968.375000 Penalty: 935.925781
	Iteration 25Q: 3 clusters Score -1189968 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1190010.125000 Penalty: 935.925781
	Iteration 26Q: 3 clusters Score -1190010 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -1190043.125000 Penalty: 935.925781
	Iteration 27Q: 3 clusters Score -1190043 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1190074.750000 Penalty: 935.925781
	Iteration 28Q: 3 clusters Score -1190075 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1190100.125000 Penalty: 935.925781
	Iteration 29Q: 3 clusters Score -1190100 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -1190122.000000 Penalty: 935.925781
	Iteration 30Q: 3 clusters Score -1190122 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -1190143.250000 Penalty: 935.925781
	Iteration 31Q: 3 clusters Score -1190143 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1190167.500000 Penalty: 935.925781
	Iteration 32Q: 3 clusters Score -1190168 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -1190180.750000 Penalty: 935.925781
	Iteration 33Q: 3 clusters Score -1190181 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -1190203.125000 Penalty: 935.925781
	Iteration 34Q: 3 clusters Score -1190203 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -1190217.250000 Penalty: 935.925781
	Iteration 35Q: 3 clusters Score -1190217 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1190239.125000 Penalty: 935.925781
	Iteration 36Q: 3 clusters Score -1190239 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -1190249.000000 Penalty: 935.925781
	Iteration 37Q: 3 clusters Score -1190249 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -1190267.125000 Penalty: 935.925781
	Iteration 38Q: 3 clusters Score -1190267 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -1190282.125000 Penalty: 935.925781
	Iteration 39Q: 3 clusters Score -1190282 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -1190294.375000 Penalty: 935.925781
	Iteration 40F: 3 clusters Score -1190294 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -1190309.000000 Penalty: 935.925781
	Iteration 41Q: 3 clusters Score -1190309 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -1190330.250000 Penalty: 935.925781
	Iteration 42Q: 3 clusters Score -1190330 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -1190353.375000 Penalty: 935.925781
	Iteration 43Q: 3 clusters Score -1190353 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -1190364.750000 Penalty: 935.925781
	Iteration 44Q: 3 clusters Score -1190365 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -1190387.000000 Penalty: 935.925781
	Iteration 45Q: 3 clusters Score -1190387 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -1190408.875000 Penalty: 935.925781
	Iteration 46Q: 3 clusters Score -1190409 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -1190436.375000 Penalty: 935.925781
	Iteration 47Q: 3 clusters Score -1190436 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -1190455.000000 Penalty: 935.925781
	Iteration 48Q: 3 clusters Score -1190455 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -1190478.625000 Penalty: 935.925781
	Iteration 49Q: 3 clusters Score -1190479 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -1190503.250000 Penalty: 935.925781
	Iteration 50Q: 3 clusters Score -1190503 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -1190528.250000 Penalty: 935.925781
	Iteration 51Q: 3 clusters Score -1190528 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -1190545.000000 Penalty: 935.925781
	Iteration 52Q: 3 clusters Score -1190545 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -1190572.500000 Penalty: 935.925781
	Iteration 53Q: 3 clusters Score -1190572 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -1190591.000000 Penalty: 935.925781
	Iteration 54Q: 3 clusters Score -1190591 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -1190605.500000 Penalty: 935.925781
	Iteration 55Q: 3 clusters Score -1190606 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -1190624.875000 Penalty: 935.925781
	Iteration 56Q: 3 clusters Score -1190625 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -1190652.875000 Penalty: 935.925781
	Iteration 57Q: 3 clusters Score -1190653 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -1190675.250000 Penalty: 935.925781
	Iteration 58Q: 3 clusters Score -1190675 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -1190696.750000 Penalty: 935.925781
	Iteration 59Q: 3 clusters Score -1190697 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -1190707.125000 Penalty: 935.925781
	Iteration 60F: 3 clusters Score -1190707 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -1190723.625000 Penalty: 935.925781
	Iteration 61Q: 3 clusters Score -1190724 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -1190747.125000 Penalty: 935.925781
	Iteration 62Q: 3 clusters Score -1190747 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -1190763.125000 Penalty: 935.925781
	Iteration 63Q: 3 clusters Score -1190763 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -1190784.375000 Penalty: 935.925781
	Iteration 64Q: 3 clusters Score -1190784 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -1190805.375000 Penalty: 935.925781
	Iteration 65Q: 3 clusters Score -1190805 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -1190819.875000 Penalty: 935.925781
	Iteration 66Q: 3 clusters Score -1190820 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -1190840.625000 Penalty: 935.925781
	Iteration 67Q: 3 clusters Score -1190841 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -1190859.250000 Penalty: 935.925781
	Iteration 68Q: 3 clusters Score -1190859 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -1190878.375000 Penalty: 935.925781
	Iteration 69Q: 3 clusters Score -1190878 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -1190902.750000 Penalty: 935.925781
	Iteration 70Q: 3 clusters Score -1190903 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -1190930.875000 Penalty: 935.925781
	Iteration 71Q: 3 clusters Score -1190931 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -1190957.875000 Penalty: 935.925781
	Iteration 72Q: 3 clusters Score -1190958 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -1190982.750000 Penalty: 935.925781
	Iteration 73Q: 3 clusters Score -1190983 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -1191008.125000 Penalty: 935.925781
	Iteration 74Q: 3 clusters Score -1191008 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -1191031.750000 Penalty: 935.925781
	Iteration 75Q: 3 clusters Score -1191032 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -1191052.500000 Penalty: 935.925781
	Iteration 76Q: 3 clusters Score -1191052 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -1191076.875000 Penalty: 935.925781
	Iteration 77Q: 3 clusters Score -1191077 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -1191093.875000 Penalty: 935.925781
	Iteration 78Q: 3 clusters Score -1191094 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -1191110.250000 Penalty: 935.925781
	Iteration 79Q: 3 clusters Score -1191110 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -1191133.000000 Penalty: 935.925781
	Iteration 80F: 3 clusters Score -1191133 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -1191147.500000 Penalty: 935.925781
	Iteration 81Q: 3 clusters Score -1191148 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -1191178.500000 Penalty: 935.925781
	Iteration 82Q: 3 clusters Score -1191178 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -1191200.875000 Penalty: 935.925781
	Iteration 83Q: 3 clusters Score -1191201 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -1191227.875000 Penalty: 935.925781
	Iteration 84Q: 3 clusters Score -1191228 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -1191247.625000 Penalty: 935.925781
	Iteration 85Q: 3 clusters Score -1191248 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -1191267.750000 Penalty: 935.925781
	Iteration 86Q: 3 clusters Score -1191268 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -1191285.375000 Penalty: 935.925781
	Iteration 87Q: 3 clusters Score -1191285 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -1191311.875000 Penalty: 935.925781
	Iteration 88Q: 3 clusters Score -1191312 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -1191335.000000 Penalty: 935.925781
	Iteration 89Q: 3 clusters Score -1191335 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -1191361.250000 Penalty: 935.925781
	Iteration 90Q: 3 clusters Score -1191361 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -1191393.375000 Penalty: 935.925781
	Iteration 91Q: 3 clusters Score -1191393 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -1191425.500000 Penalty: 935.925781
	Iteration 92Q: 3 clusters Score -1191426 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -1191459.000000 Penalty: 935.925781
	Iteration 93Q: 3 clusters Score -1191459 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -1191500.250000 Penalty: 935.925781
	Iteration 94Q: 3 clusters Score -1191500 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -1191539.000000 Penalty: 935.925781
	Iteration 95Q: 3 clusters Score -1191539 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -1191576.750000 Penalty: 935.925781
	Iteration 96Q: 3 clusters Score -1191577 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -1191613.625000 Penalty: 935.925781
	Iteration 97Q: 3 clusters Score -1191614 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -1191639.875000 Penalty: 935.925781
	Iteration 98Q: 3 clusters Score -1191640 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -1191668.875000 Penalty: 935.925781
	Iteration 99Q: 3 clusters Score -1191669 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -1191691.625000 Penalty: 935.925781
	Iteration 100F: 3 clusters Score -1191692 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -1191709.625000 Penalty: 935.925781
	Iteration 101Q: 3 clusters Score -1191710 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -1191729.500000 Penalty: 935.925781
	Iteration 102Q: 3 clusters Score -1191730 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -1191745.625000 Penalty: 935.925781
	Iteration 103Q: 3 clusters Score -1191746 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -1191767.500000 Penalty: 935.925781
	Iteration 104Q: 3 clusters Score -1191768 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -1191795.625000 Penalty: 935.925781
	Iteration 105Q: 3 clusters Score -1191796 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -1191825.125000 Penalty: 935.925781
	Iteration 106Q: 3 clusters Score -1191825 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -1191845.125000 Penalty: 935.925781
	Iteration 107Q: 3 clusters Score -1191845 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -1191874.625000 Penalty: 935.925781
	Iteration 108Q: 3 clusters Score -1191875 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -1191897.125000 Penalty: 935.925781
	Iteration 109Q: 3 clusters Score -1191897 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -1191924.875000 Penalty: 935.925781
	Iteration 110Q: 3 clusters Score -1191925 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -1191950.375000 Penalty: 935.925781
	Iteration 111Q: 3 clusters Score -1191950 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -1191966.000000 Penalty: 935.925781
	Iteration 112Q: 3 clusters Score -1191966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -1191982.500000 Penalty: 935.925781
	Iteration 113Q: 3 clusters Score -1191982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -1191997.500000 Penalty: 935.925781
	Iteration 114Q: 3 clusters Score -1191998 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -1192011.000000 Penalty: 935.925781
	Iteration 115Q: 3 clusters Score -1192011 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -1192020.875000 Penalty: 935.925781
	Iteration 116Q: 3 clusters Score -1192021 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -1192025.500000 Penalty: 935.925781
	Iteration 117Q: 3 clusters Score -1192026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -1192030.750000 Penalty: 935.925781
	Iteration 118Q: 3 clusters Score -1192031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -1192033.875000 Penalty: 935.925781
	Iteration 119Q: 3 clusters Score -1192034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -1192037.500000 Penalty: 935.925781
	Iteration 120F: 3 clusters Score -1192038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -1192039.500000 Penalty: 935.925781
	Iteration 121Q: 3 clusters Score -1192040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -1192045.375000 Penalty: 935.925781
	Iteration 122Q: 3 clusters Score -1192045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -1192053.375000 Penalty: 935.925781
	Iteration 123Q: 3 clusters Score -1192053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -1192062.125000 Penalty: 935.925781
	Iteration 124Q: 3 clusters Score -1192062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -1192067.250000 Penalty: 935.925781
	Iteration 125Q: 3 clusters Score -1192067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -1192076.125000 Penalty: 935.925781
	Iteration 126Q: 3 clusters Score -1192076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -1192079.750000 Penalty: 935.925781
	Iteration 127Q: 3 clusters Score -1192080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -1192088.375000 Penalty: 935.925781
	Iteration 128Q: 3 clusters Score -1192088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -1192094.500000 Penalty: 935.925781
	Iteration 129Q: 3 clusters Score -1192094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -1192098.500000 Penalty: 935.925781
	Iteration 130Q: 3 clusters Score -1192098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -1192098.625000 Penalty: 935.925781
	Iteration 131Q: 3 clusters Score -1192099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -1192104.000000 Penalty: 935.925781
	Iteration 132Q: 3 clusters Score -1192104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -1192109.000000 Penalty: 935.925781
	Iteration 133Q: 3 clusters Score -1192109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -1192111.750000 Penalty: 935.925781
	Iteration 134Q: 3 clusters Score -1192112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -1192115.125000 Penalty: 935.925781
	Iteration 135Q: 3 clusters Score -1192115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -1192115.375000 Penalty: 935.925781
	Iteration 136Q: 3 clusters Score -1192115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -1192115.500000 Penalty: 935.925781
	Iteration 137Q: 3 clusters Score -1192116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -1192115.250000 Penalty: 935.925781
	Iteration 138Q: 3 clusters Score -1192115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -1192117.000000 Penalty: 935.925781
	Iteration 139Q: 3 clusters Score -1192117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -1192117.000000 Penalty: 935.925781
	Iteration 140F: 3 clusters Score -1192117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -65879.703125 Penalty: 338.258728
	Iteration 0F: 2 clusters Score -65879.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -64629.992188 Penalty: 676.517456
	Iteration 0F: 3 clusters Score -64629.99 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -64981.304688 Penalty: 676.517456
	Iteration 1F: 3 clusters Score -64981.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -65052.425781 Penalty: 676.517456
	Iteration 2F: 3 clusters Score -65052.43 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -65112.105469 Penalty: 676.517456
	Iteration 3F: 3 clusters Score -65112.11 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -65166.667969 Penalty: 676.517456
	Iteration 4F: 3 clusters Score -65166.67 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -65212.511719 Penalty: 676.517456
	Iteration 5Q: 3 clusters Score -65212.51 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -65240.753906 Penalty: 676.517456
	Iteration 6Q: 3 clusters Score -65240.75 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -65266.617188 Penalty: 676.517456
	Iteration 7Q: 3 clusters Score -65266.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -65285.929688 Penalty: 676.517456
	Iteration 8Q: 3 clusters Score -65285.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -65305.101562 Penalty: 676.517456
	Iteration 9Q: 3 clusters Score -65305.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -65321.515625 Penalty: 676.517456
	Iteration 10Q: 3 clusters Score -65321.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -65338.023438 Penalty: 676.517456
	Iteration 11Q: 3 clusters Score -65338.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -65353.222656 Penalty: 676.517456
	Iteration 12Q: 3 clusters Score -65353.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -65367.218750 Penalty: 676.517456
	Iteration 13Q: 3 clusters Score -65367.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -65376.707031 Penalty: 676.517456
	Iteration 14Q: 3 clusters Score -65376.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -65383.765625 Penalty: 676.517456
	Iteration 15Q: 3 clusters Score -65383.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -65389.179688 Penalty: 676.517456
	Iteration 16Q: 3 clusters Score -65389.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -65392.621094 Penalty: 676.517456
	Iteration 17Q: 3 clusters Score -65392.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -65395.511719 Penalty: 676.517456
	Iteration 18Q: 3 clusters Score -65395.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -65398.042969 Penalty: 676.517456
	Iteration 19Q: 3 clusters Score -65398.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -65399.023438 Penalty: 676.517456
	Iteration 20F: 3 clusters Score -65399.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -65399.902344 Penalty: 676.517456
	Iteration 21Q: 3 clusters Score -65399.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -65400.824219 Penalty: 676.517456
	Iteration 22Q: 3 clusters Score -65400.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -65401.191406 Penalty: 676.517456
	Iteration 23Q: 3 clusters Score -65401.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -65401.453125 Penalty: 676.517456
	Iteration 24Q: 3 clusters Score -65401.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -65401.750000 Penalty: 676.517456
	Iteration 25Q: 3 clusters Score -65401.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -65402.070312 Penalty: 676.517456
	Iteration 26Q: 3 clusters Score -65402.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -65402.726562 Penalty: 676.517456
	Iteration 27Q: 3 clusters Score -65402.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -65403.167969 Penalty: 676.517456
	Iteration 28Q: 3 clusters Score -65403.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -65403.281250 Penalty: 676.517456
	Iteration 29Q: 3 clusters Score -65403.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -65403.281250 Penalty: 676.517456
	Iteration 30F: 3 clusters Score -65403.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (477636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477636 members 
Entering Unmasked Estep 
Score: -19415202.000000 Penalty: 594.985474
	Iteration 0F: 2 clusters Score -1.94152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238107 members 
Mstep: Class 2 contains 239529 members 
Entering Unmasked Estep 
Score: -19092118.000000 Penalty: 1189.970947
	Iteration 0F: 3 clusters Score -1.909212e+07 nChanged 236052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190467 members 
Mstep: Class 2 contains 287169 members 
Entering Unmasked Estep 
Score: -19254756.000000 Penalty: 1189.970947
	Iteration 1F: 3 clusters Score -1.925476e+07 nChanged 35391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161656 members 
Mstep: Class 2 contains 315980 members 
Entering Unmasked Estep 
Score: -19278338.000000 Penalty: 1189.970947
	Iteration 2F: 3 clusters Score -1.927834e+07 nChanged 38840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127556 members 
Mstep: Class 2 contains 350080 members 
Entering Unmasked Estep 
Score: -19307646.000000 Penalty: 1189.970947
	Iteration 3F: 3 clusters Score -1.930765e+07 nChanged 36778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93484 members 
Mstep: Class 2 contains 384152 members 
Entering Unmasked Estep 
Score: -19337950.000000 Penalty: 1189.970947
	Iteration 4F: 3 clusters Score -1.933795e+07 nChanged 31058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 413998 members 
Entering Unmasked Estep 
Score: -19365798.000000 Penalty: 1189.970947
	Iteration 5F: 3 clusters Score -1.93658e+07 nChanged 22511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 435949 members 
Entering Unmasked Estep 
Score: -19387038.000000 Penalty: 1189.970947
	Iteration 6Q: 3 clusters Score -1.938704e+07 nChanged 13251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 448778 members 
Entering Unmasked Estep 
Score: -19400174.000000 Penalty: 1189.970947
	Iteration 7Q: 3 clusters Score -1.940017e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 455485 members 
Entering Unmasked Estep 
Score: -19406560.000000 Penalty: 1189.970947
	Iteration 8Q: 3 clusters Score -1.940656e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 459406 members 
Entering Unmasked Estep 
Score: -19409222.000000 Penalty: 1189.970947
	Iteration 9Q: 3 clusters Score -1.940922e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 462178 members 
Entering Unmasked Estep 
Score: -19410802.000000 Penalty: 1189.970947
	Iteration 10Q: 3 clusters Score -1.94108e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 464367 members 
Entering Unmasked Estep 
Score: -19411690.000000 Penalty: 1189.970947
	Iteration 11Q: 3 clusters Score -1.941169e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 466127 members 
Entering Unmasked Estep 
Score: -19412474.000000 Penalty: 1189.970947
	Iteration 12Q: 3 clusters Score -1.941247e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 467522 members 
Entering Unmasked Estep 
Score: -19412980.000000 Penalty: 1189.970947
	Iteration 13Q: 3 clusters Score -1.941298e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 468695 members 
Entering Unmasked Estep 
Score: -19413362.000000 Penalty: 1189.970947
	Iteration 14Q: 3 clusters Score -1.941336e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 469614 members 
Entering Unmasked Estep 
Score: -19413674.000000 Penalty: 1189.970947
	Iteration 15Q: 3 clusters Score -1.941367e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 470377 members 
Entering Unmasked Estep 
Score: -19413850.000000 Penalty: 1189.970947
	Iteration 16Q: 3 clusters Score -1.941385e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 471027 members 
Entering Unmasked Estep 
Score: -19413926.000000 Penalty: 1189.970947
	Iteration 17Q: 3 clusters Score -1.941393e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 471583 members 
Entering Unmasked Estep 
Score: -19414116.000000 Penalty: 1189.970947
	Iteration 18Q: 3 clusters Score -1.941412e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 472084 members 
Entering Unmasked Estep 
Score: -19414216.000000 Penalty: 1189.970947
	Iteration 19Q: 3 clusters Score -1.941422e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 472535 members 
Entering Unmasked Estep 
Score: -19414356.000000 Penalty: 1189.970947
	Iteration 20F: 3 clusters Score -1.941436e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 472892 members 
Entering Unmasked Estep 
Score: -19414458.000000 Penalty: 1189.970947
	Iteration 21Q: 3 clusters Score -1.941446e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 473216 members 
Entering Unmasked Estep 
Score: -19414584.000000 Penalty: 1189.970947
	Iteration 22Q: 3 clusters Score -1.941458e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 473449 members 
Entering Unmasked Estep 
Score: -19414624.000000 Penalty: 1189.970947
	Iteration 23Q: 3 clusters Score -1.941462e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 473645 members 
Entering Unmasked Estep 
Score: -19414720.000000 Penalty: 1189.970947
	Iteration 24Q: 3 clusters Score -1.941472e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 473801 members 
Entering Unmasked Estep 
Score: -19414700.000000 Penalty: 1189.970947
	Iteration 25Q: 3 clusters Score -1.94147e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 473936 members 
Entering Unmasked Estep 
Score: -19414740.000000 Penalty: 1189.970947
	Iteration 26Q: 3 clusters Score -1.941474e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 474065 members 
Entering Unmasked Estep 
Score: -19414758.000000 Penalty: 1189.970947
	Iteration 27Q: 3 clusters Score -1.941476e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 474153 members 
Entering Unmasked Estep 
Score: -19414770.000000 Penalty: 1189.970947
	Iteration 28Q: 3 clusters Score -1.941477e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 474222 members 
Entering Unmasked Estep 
Score: -19414802.000000 Penalty: 1189.970947
	Iteration 29Q: 3 clusters Score -1.94148e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 474288 members 
Entering Unmasked Estep 
Score: -19414794.000000 Penalty: 1189.970947
	Iteration 30Q: 3 clusters Score -1.941479e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 474359 members 
Entering Unmasked Estep 
Score: -19414774.000000 Penalty: 1189.970947
	Iteration 31Q: 3 clusters Score -1.941477e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 474431 members 
Entering Unmasked Estep 
Score: -19414778.000000 Penalty: 1189.970947
	Iteration 32Q: 3 clusters Score -1.941478e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 474518 members 
Entering Unmasked Estep 
Score: -19414762.000000 Penalty: 1189.970947
	Iteration 33Q: 3 clusters Score -1.941476e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 474567 members 
Entering Unmasked Estep 
Score: -19414748.000000 Penalty: 1189.970947
	Iteration 34Q: 3 clusters Score -1.941475e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 474616 members 
Entering Unmasked Estep 
Score: -19414760.000000 Penalty: 1189.970947
	Iteration 35Q: 3 clusters Score -1.941476e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 474651 members 
Entering Unmasked Estep 
Score: -19414764.000000 Penalty: 1189.970947
	Iteration 36Q: 3 clusters Score -1.941476e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 474686 members 
Entering Unmasked Estep 
Score: -19414748.000000 Penalty: 1189.970947
	Iteration 37Q: 3 clusters Score -1.941475e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 474727 members 
Entering Unmasked Estep 
Score: -19414780.000000 Penalty: 1189.970947
	Iteration 38Q: 3 clusters Score -1.941478e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 474761 members 
Entering Unmasked Estep 
Score: -19414786.000000 Penalty: 1189.970947
	Iteration 39Q: 3 clusters Score -1.941479e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 474789 members 
Entering Unmasked Estep 
Score: -19414808.000000 Penalty: 1189.970947
	Iteration 40F: 3 clusters Score -1.941481e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 474812 members 
Entering Unmasked Estep 
Score: -19414800.000000 Penalty: 1189.970947
	Iteration 41Q: 3 clusters Score -1.94148e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 474833 members 
Entering Unmasked Estep 
Score: -19414814.000000 Penalty: 1189.970947
	Iteration 42Q: 3 clusters Score -1.941481e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 474850 members 
Entering Unmasked Estep 
Score: -19414804.000000 Penalty: 1189.970947
	Iteration 43Q: 3 clusters Score -1.94148e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 474867 members 
Entering Unmasked Estep 
Score: -19414838.000000 Penalty: 1189.970947
	Iteration 44Q: 3 clusters Score -1.941484e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 474884 members 
Entering Unmasked Estep 
Score: -19414830.000000 Penalty: 1189.970947
	Iteration 45Q: 3 clusters Score -1.941483e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 474902 members 
Entering Unmasked Estep 
Score: -19414826.000000 Penalty: 1189.970947
	Iteration 46Q: 3 clusters Score -1.941483e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 474924 members 
Entering Unmasked Estep 
Score: -19414844.000000 Penalty: 1189.970947
	Iteration 47Q: 3 clusters Score -1.941484e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 474943 members 
Entering Unmasked Estep 
Score: -19414852.000000 Penalty: 1189.970947
	Iteration 48Q: 3 clusters Score -1.941485e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 474965 members 
Entering Unmasked Estep 
Score: -19414872.000000 Penalty: 1189.970947
	Iteration 49Q: 3 clusters Score -1.941487e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 474984 members 
Entering Unmasked Estep 
Score: -19414868.000000 Penalty: 1189.970947
	Iteration 50Q: 3 clusters Score -1.941487e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 475004 members 
Entering Unmasked Estep 
Score: -19414898.000000 Penalty: 1189.970947
	Iteration 51Q: 3 clusters Score -1.94149e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 475024 members 
Entering Unmasked Estep 
Score: -19414884.000000 Penalty: 1189.970947
	Iteration 52Q: 3 clusters Score -1.941488e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 475051 members 
Entering Unmasked Estep 
Score: -19414878.000000 Penalty: 1189.970947
	Iteration 53Q: 3 clusters Score -1.941488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 475068 members 
Entering Unmasked Estep 
Score: -19414894.000000 Penalty: 1189.970947
	Iteration 54Q: 3 clusters Score -1.941489e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 475085 members 
Entering Unmasked Estep 
Score: -19414880.000000 Penalty: 1189.970947
	Iteration 55Q: 3 clusters Score -1.941488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 475100 members 
Entering Unmasked Estep 
Score: -19414866.000000 Penalty: 1189.970947
	Iteration 56Q: 3 clusters Score -1.941487e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 475117 members 
Entering Unmasked Estep 
Score: -19414888.000000 Penalty: 1189.970947
	Iteration 57Q: 3 clusters Score -1.941489e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 475137 members 
Entering Unmasked Estep 
Score: -19414882.000000 Penalty: 1189.970947
	Iteration 58Q: 3 clusters Score -1.941488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 475147 members 
Entering Unmasked Estep 
Score: -19414862.000000 Penalty: 1189.970947
	Iteration 59Q: 3 clusters Score -1.941486e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 475164 members 
Entering Unmasked Estep 
Score: -19414884.000000 Penalty: 1189.970947
	Iteration 60F: 3 clusters Score -1.941488e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 475181 members 
Entering Unmasked Estep 
Score: -19414888.000000 Penalty: 1189.970947
	Iteration 61Q: 3 clusters Score -1.941489e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 475198 members 
Entering Unmasked Estep 
Score: -19414898.000000 Penalty: 1189.970947
	Iteration 62Q: 3 clusters Score -1.94149e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 475212 members 
Entering Unmasked Estep 
Score: -19414904.000000 Penalty: 1189.970947
	Iteration 63Q: 3 clusters Score -1.94149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 475222 members 
Entering Unmasked Estep 
Score: -19414908.000000 Penalty: 1189.970947
	Iteration 64Q: 3 clusters Score -1.941491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 475230 members 
Entering Unmasked Estep 
Score: -19414900.000000 Penalty: 1189.970947
	Iteration 65Q: 3 clusters Score -1.94149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 475236 members 
Entering Unmasked Estep 
Score: -19414900.000000 Penalty: 1189.970947
	Iteration 66Q: 3 clusters Score -1.94149e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 475244 members 
Entering Unmasked Estep 
Score: -19414900.000000 Penalty: 1189.970947
	Iteration 67Q: 3 clusters Score -1.94149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 475252 members 
Entering Unmasked Estep 
Score: -19414918.000000 Penalty: 1189.970947
	Iteration 68Q: 3 clusters Score -1.941492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 475262 members 
Entering Unmasked Estep 
Score: -19414930.000000 Penalty: 1189.970947
	Iteration 69Q: 3 clusters Score -1.941493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 475271 members 
Entering Unmasked Estep 
Score: -19414936.000000 Penalty: 1189.970947
	Iteration 70Q: 3 clusters Score -1.941494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 475277 members 
Entering Unmasked Estep 
Score: -19414936.000000 Penalty: 1189.970947
	Iteration 71Q: 3 clusters Score -1.941494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 475281 members 
Entering Unmasked Estep 
Score: -19414940.000000 Penalty: 1189.970947
	Iteration 72Q: 3 clusters Score -1.941494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 475284 members 
Entering Unmasked Estep 
Score: -19414948.000000 Penalty: 1189.970947
	Iteration 73Q: 3 clusters Score -1.941495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 475288 members 
Entering Unmasked Estep 
Score: -19414940.000000 Penalty: 1189.970947
	Iteration 74Q: 3 clusters Score -1.941494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 475290 members 
Entering Unmasked Estep 
Score: -19414934.000000 Penalty: 1189.970947
	Iteration 75Q: 3 clusters Score -1.941493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 475295 members 
Entering Unmasked Estep 
Score: -19414930.000000 Penalty: 1189.970947
	Iteration 76Q: 3 clusters Score -1.941493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 475303 members 
Entering Unmasked Estep 
Score: -19414928.000000 Penalty: 1189.970947
	Iteration 77Q: 3 clusters Score -1.941493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 475309 members 
Entering Unmasked Estep 
Score: -19414930.000000 Penalty: 1189.970947
	Iteration 78Q: 3 clusters Score -1.941493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 475315 members 
Entering Unmasked Estep 
Score: -19414920.000000 Penalty: 1189.970947
	Iteration 79Q: 3 clusters Score -1.941492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 475320 members 
Entering Unmasked Estep 
Score: -19414914.000000 Penalty: 1189.970947
	Iteration 80F: 3 clusters Score -1.941491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 475324 members 
Entering Unmasked Estep 
Score: -19414906.000000 Penalty: 1189.970947
	Iteration 81Q: 3 clusters Score -1.941491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 475322 members 
Entering Unmasked Estep 
Score: -19414924.000000 Penalty: 1189.970947
	Iteration 82Q: 3 clusters Score -1.941492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 475320 members 
Entering Unmasked Estep 
Score: -19414924.000000 Penalty: 1189.970947
	Iteration 83Q: 3 clusters Score -1.941492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 475320 members 
Entering Unmasked Estep 
Score: -19414920.000000 Penalty: 1189.970947
	Iteration 84Q: 3 clusters Score -1.941492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 475322 members 
Entering Unmasked Estep 
Score: -19414922.000000 Penalty: 1189.970947
	Iteration 85Q: 3 clusters Score -1.941492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 475324 members 
Entering Unmasked Estep 
Score: -19414912.000000 Penalty: 1189.970947
	Iteration 86Q: 3 clusters Score -1.941491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 475329 members 
Entering Unmasked Estep 
Score: -19414908.000000 Penalty: 1189.970947
	Iteration 87Q: 3 clusters Score -1.941491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 475335 members 
Entering Unmasked Estep 
Score: -19414904.000000 Penalty: 1189.970947
	Iteration 88Q: 3 clusters Score -1.94149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 475340 members 
Entering Unmasked Estep 
Score: -19414906.000000 Penalty: 1189.970947
	Iteration 89Q: 3 clusters Score -1.941491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 475343 members 
Entering Unmasked Estep 
Score: -19414906.000000 Penalty: 1189.970947
	Iteration 90Q: 3 clusters Score -1.941491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 475346 members 
Entering Unmasked Estep 
Score: -19414914.000000 Penalty: 1189.970947
	Iteration 91Q: 3 clusters Score -1.941491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 475349 members 
Entering Unmasked Estep 
Score: -19414922.000000 Penalty: 1189.970947
	Iteration 92Q: 3 clusters Score -1.941492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 475361 members 
Entering Unmasked Estep 
Score: -19414926.000000 Penalty: 1189.970947
	Iteration 93Q: 3 clusters Score -1.941493e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 475372 members 
Entering Unmasked Estep 
Score: -19414912.000000 Penalty: 1189.970947
	Iteration 94Q: 3 clusters Score -1.941491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 475382 members 
Entering Unmasked Estep 
Score: -19414906.000000 Penalty: 1189.970947
	Iteration 95Q: 3 clusters Score -1.941491e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 475392 members 
Entering Unmasked Estep 
Score: -19414918.000000 Penalty: 1189.970947
	Iteration 96Q: 3 clusters Score -1.941492e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 475405 members 
Entering Unmasked Estep 
Score: -19414944.000000 Penalty: 1189.970947
	Iteration 97Q: 3 clusters Score -1.941494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 475422 members 
Entering Unmasked Estep 
Score: -19414946.000000 Penalty: 1189.970947
	Iteration 98Q: 3 clusters Score -1.941495e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 475424 members 
Entering Unmasked Estep 
Score: -19414946.000000 Penalty: 1189.970947
	Iteration 99Q: 3 clusters Score -1.941495e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 475438 members 
Entering Unmasked Estep 
Score: -19414940.000000 Penalty: 1189.970947
	Iteration 100F: 3 clusters Score -1.941494e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 475452 members 
Entering Unmasked Estep 
Score: -19414950.000000 Penalty: 1189.970947
	Iteration 101Q: 3 clusters Score -1.941495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 475461 members 
Entering Unmasked Estep 
Score: -19414960.000000 Penalty: 1189.970947
	Iteration 102Q: 3 clusters Score -1.941496e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 475472 members 
Entering Unmasked Estep 
Score: -19414960.000000 Penalty: 1189.970947
	Iteration 103Q: 3 clusters Score -1.941496e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 475479 members 
Entering Unmasked Estep 
Score: -19414964.000000 Penalty: 1189.970947
	Iteration 104Q: 3 clusters Score -1.941496e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 475487 members 
Entering Unmasked Estep 
Score: -19414962.000000 Penalty: 1189.970947
	Iteration 105Q: 3 clusters Score -1.941496e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 475490 members 
Entering Unmasked Estep 
Score: -19414962.000000 Penalty: 1189.970947
	Iteration 106Q: 3 clusters Score -1.941496e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 475497 members 
Entering Unmasked Estep 
Score: -19414966.000000 Penalty: 1189.970947
	Iteration 107Q: 3 clusters Score -1.941497e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 475498 members 
Entering Unmasked Estep 
Score: -19414978.000000 Penalty: 1189.970947
	Iteration 108Q: 3 clusters Score -1.941498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 475501 members 
Entering Unmasked Estep 
Score: -19414982.000000 Penalty: 1189.970947
	Iteration 109Q: 3 clusters Score -1.941498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 475499 members 
Entering Unmasked Estep 
Score: -19414982.000000 Penalty: 1189.970947
	Iteration 110Q: 3 clusters Score -1.941498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 475499 members 
Entering Unmasked Estep 
Score: -19414988.000000 Penalty: 1189.970947
	Iteration 111Q: 3 clusters Score -1.941499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 475499 members 
Entering Unmasked Estep 
Score: -19414988.000000 Penalty: 1189.970947
	Iteration 112Q: 3 clusters Score -1.941499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 475500 members 
Entering Unmasked Estep 
Score: -19414982.000000 Penalty: 1189.970947
	Iteration 113Q: 3 clusters Score -1.941498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 475504 members 
Entering Unmasked Estep 
Score: -19414982.000000 Penalty: 1189.970947
	Iteration 114Q: 3 clusters Score -1.941498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 475507 members 
Entering Unmasked Estep 
Score: -19414988.000000 Penalty: 1189.970947
	Iteration 115Q: 3 clusters Score -1.941499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 475507 members 
Entering Unmasked Estep 
Score: -19414980.000000 Penalty: 1189.970947
	Iteration 116Q: 3 clusters Score -1.941498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 475511 members 
Entering Unmasked Estep 
Score: -19414976.000000 Penalty: 1189.970947
	Iteration 117Q: 3 clusters Score -1.941498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 475512 members 
Entering Unmasked Estep 
Score: -19414970.000000 Penalty: 1189.970947
	Iteration 118Q: 3 clusters Score -1.941497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 475511 members 
Entering Unmasked Estep 
Score: -19414962.000000 Penalty: 1189.970947
	Iteration 119Q: 3 clusters Score -1.941496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 475512 members 
Entering Unmasked Estep 
Score: -19414970.000000 Penalty: 1189.970947
	Iteration 120F: 3 clusters Score -1.941497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Entering Unmasked Estep 
Score: -256151.140625 Penalty: 397.393188
	Iteration 0F: 2 clusters Score -256151.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -251949.906250 Penalty: 794.786377
	Iteration 0F: 3 clusters Score -251949.9 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -253626.859375 Penalty: 794.786377
	Iteration 1F: 3 clusters Score -253626.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -253893.046875 Penalty: 794.786377
	Iteration 2F: 3 clusters Score -253893 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -254218.296875 Penalty: 794.786377
	Iteration 3F: 3 clusters Score -254218.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -254546.968750 Penalty: 794.786377
	Iteration 4F: 3 clusters Score -254547 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -254826.046875 Penalty: 794.786377
	Iteration 5F: 3 clusters Score -254826 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -255017.531250 Penalty: 794.786377
	Iteration 6F: 3 clusters Score -255017.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -255130.765625 Penalty: 794.786377
	Iteration 7Q: 3 clusters Score -255130.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -255212.437500 Penalty: 794.786377
	Iteration 8Q: 3 clusters Score -255212.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -255280.281250 Penalty: 794.786377
	Iteration 9Q: 3 clusters Score -255280.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -255327.937500 Penalty: 794.786377
	Iteration 10Q: 3 clusters Score -255327.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -255353.703125 Penalty: 794.786377
	Iteration 11Q: 3 clusters Score -255353.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -255370.703125 Penalty: 794.786377
	Iteration 12Q: 3 clusters Score -255370.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -255382.500000 Penalty: 794.786377
	Iteration 13Q: 3 clusters Score -255382.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -255388.156250 Penalty: 794.786377
	Iteration 14Q: 3 clusters Score -255388.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -255392.062500 Penalty: 794.786377
	Iteration 15Q: 3 clusters Score -255392.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -255397.859375 Penalty: 794.786377
	Iteration 16Q: 3 clusters Score -255397.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -255403.750000 Penalty: 794.786377
	Iteration 17Q: 3 clusters Score -255403.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -255409.203125 Penalty: 794.786377
	Iteration 18Q: 3 clusters Score -255409.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -255414.781250 Penalty: 794.786377
	Iteration 19Q: 3 clusters Score -255414.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -255418.187500 Penalty: 794.786377
	Iteration 20F: 3 clusters Score -255418.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -255422.234375 Penalty: 794.786377
	Iteration 21Q: 3 clusters Score -255422.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -255427.781250 Penalty: 794.786377
	Iteration 22Q: 3 clusters Score -255427.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -255432.812500 Penalty: 794.786377
	Iteration 23Q: 3 clusters Score -255432.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -255436.656250 Penalty: 794.786377
	Iteration 24Q: 3 clusters Score -255436.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -255445.156250 Penalty: 794.786377
	Iteration 25Q: 3 clusters Score -255445.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -255454.187500 Penalty: 794.786377
	Iteration 26Q: 3 clusters Score -255454.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -255464.234375 Penalty: 794.786377
	Iteration 27Q: 3 clusters Score -255464.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -255474.687500 Penalty: 794.786377
	Iteration 28Q: 3 clusters Score -255474.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -255486.421875 Penalty: 794.786377
	Iteration 29Q: 3 clusters Score -255486.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -255498.984375 Penalty: 794.786377
	Iteration 30Q: 3 clusters Score -255499 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -255510.437500 Penalty: 794.786377
	Iteration 31Q: 3 clusters Score -255510.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -255521.171875 Penalty: 794.786377
	Iteration 32Q: 3 clusters Score -255521.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -255526.812500 Penalty: 794.786377
	Iteration 33Q: 3 clusters Score -255526.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -255533.921875 Penalty: 794.786377
	Iteration 34Q: 3 clusters Score -255533.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -255545.078125 Penalty: 794.786377
	Iteration 35Q: 3 clusters Score -255545.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -255554.921875 Penalty: 794.786377
	Iteration 36Q: 3 clusters Score -255554.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -255563.734375 Penalty: 794.786377
	Iteration 37Q: 3 clusters Score -255563.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -255572.281250 Penalty: 794.786377
	Iteration 38Q: 3 clusters Score -255572.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -255580.687500 Penalty: 794.786377
	Iteration 39Q: 3 clusters Score -255580.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -255590.546875 Penalty: 794.786377
	Iteration 40F: 3 clusters Score -255590.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -255601.109375 Penalty: 794.786377
	Iteration 41Q: 3 clusters Score -255601.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -255613.046875 Penalty: 794.786377
	Iteration 42Q: 3 clusters Score -255613 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -255627.546875 Penalty: 794.786377
	Iteration 43Q: 3 clusters Score -255627.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -255640.359375 Penalty: 794.786377
	Iteration 44Q: 3 clusters Score -255640.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -255651.921875 Penalty: 794.786377
	Iteration 45Q: 3 clusters Score -255651.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -255663.375000 Penalty: 794.786377
	Iteration 46Q: 3 clusters Score -255663.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -255673.890625 Penalty: 794.786377
	Iteration 47Q: 3 clusters Score -255673.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -255682.578125 Penalty: 794.786377
	Iteration 48Q: 3 clusters Score -255682.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -255687.156250 Penalty: 794.786377
	Iteration 49Q: 3 clusters Score -255687.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -255690.531250 Penalty: 794.786377
	Iteration 50Q: 3 clusters Score -255690.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -255692.406250 Penalty: 794.786377
	Iteration 51Q: 3 clusters Score -255692.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -255695.593750 Penalty: 794.786377
	Iteration 52Q: 3 clusters Score -255695.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -255697.734375 Penalty: 794.786377
	Iteration 53Q: 3 clusters Score -255697.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -255698.921875 Penalty: 794.786377
	Iteration 54Q: 3 clusters Score -255698.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -255700.796875 Penalty: 794.786377
	Iteration 55Q: 3 clusters Score -255700.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -255702.562500 Penalty: 794.786377
	Iteration 56Q: 3 clusters Score -255702.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -255704.453125 Penalty: 794.786377
	Iteration 57Q: 3 clusters Score -255704.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -255706.109375 Penalty: 794.786377
	Iteration 58Q: 3 clusters Score -255706.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -255706.890625 Penalty: 794.786377
	Iteration 59Q: 3 clusters Score -255706.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -255708.250000 Penalty: 794.786377
	Iteration 60F: 3 clusters Score -255708.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -255709.093750 Penalty: 794.786377
	Iteration 61Q: 3 clusters Score -255709.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -255709.781250 Penalty: 794.786377
	Iteration 62Q: 3 clusters Score -255709.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -255710.609375 Penalty: 794.786377
	Iteration 63Q: 3 clusters Score -255710.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -255710.906250 Penalty: 794.786377
	Iteration 64Q: 3 clusters Score -255710.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -255712.250000 Penalty: 794.786377
	Iteration 65Q: 3 clusters Score -255712.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -255714.140625 Penalty: 794.786377
	Iteration 66Q: 3 clusters Score -255714.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -255715.953125 Penalty: 794.786377
	Iteration 67Q: 3 clusters Score -255716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -255718.296875 Penalty: 794.786377
	Iteration 68Q: 3 clusters Score -255718.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -255721.500000 Penalty: 794.786377
	Iteration 69Q: 3 clusters Score -255721.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -255724.625000 Penalty: 794.786377
	Iteration 70Q: 3 clusters Score -255724.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -255727.578125 Penalty: 794.786377
	Iteration 71Q: 3 clusters Score -255727.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -255730.484375 Penalty: 794.786377
	Iteration 72Q: 3 clusters Score -255730.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -255733.000000 Penalty: 794.786377
	Iteration 73Q: 3 clusters Score -255733 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -255735.781250 Penalty: 794.786377
	Iteration 74Q: 3 clusters Score -255735.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -255738.390625 Penalty: 794.786377
	Iteration 75Q: 3 clusters Score -255738.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -255742.093750 Penalty: 794.786377
	Iteration 76Q: 3 clusters Score -255742.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -255743.796875 Penalty: 794.786377
	Iteration 77Q: 3 clusters Score -255743.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -255746.125000 Penalty: 794.786377
	Iteration 78Q: 3 clusters Score -255746.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -255747.750000 Penalty: 794.786377
	Iteration 79Q: 3 clusters Score -255747.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -255749.156250 Penalty: 794.786377
	Iteration 80F: 3 clusters Score -255749.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -255749.328125 Penalty: 794.786377
	Iteration 81Q: 3 clusters Score -255749.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -255750.015625 Penalty: 794.786377
	Iteration 82Q: 3 clusters Score -255750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -255751.781250 Penalty: 794.786377
	Iteration 83Q: 3 clusters Score -255751.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -255753.781250 Penalty: 794.786377
	Iteration 84Q: 3 clusters Score -255753.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -255754.671875 Penalty: 794.786377
	Iteration 85Q: 3 clusters Score -255754.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -255755.937500 Penalty: 794.786377
	Iteration 86Q: 3 clusters Score -255755.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -255757.734375 Penalty: 794.786377
	Iteration 87Q: 3 clusters Score -255757.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -255759.359375 Penalty: 794.786377
	Iteration 88Q: 3 clusters Score -255759.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -255759.890625 Penalty: 794.786377
	Iteration 89Q: 3 clusters Score -255759.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -255760.484375 Penalty: 794.786377
	Iteration 90Q: 3 clusters Score -255760.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -255760.937500 Penalty: 794.786377
	Iteration 91Q: 3 clusters Score -255760.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -255762.296875 Penalty: 794.786377
	Iteration 92Q: 3 clusters Score -255762.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -255763.031250 Penalty: 794.786377
	Iteration 93Q: 3 clusters Score -255763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -255764.375000 Penalty: 794.786377
	Iteration 94Q: 3 clusters Score -255764.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -255764.875000 Penalty: 794.786377
	Iteration 95Q: 3 clusters Score -255764.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -255765.156250 Penalty: 794.786377
	Iteration 96Q: 3 clusters Score -255765.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -255767.421875 Penalty: 794.786377
	Iteration 97Q: 3 clusters Score -255767.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -255769.812500 Penalty: 794.786377
	Iteration 98Q: 3 clusters Score -255769.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -255770.937500 Penalty: 794.786377
	Iteration 99Q: 3 clusters Score -255770.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -255771.562500 Penalty: 794.786377
	Iteration 100F: 3 clusters Score -255771.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -255772.359375 Penalty: 794.786377
	Iteration 101Q: 3 clusters Score -255772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -255772.000000 Penalty: 794.786377
	Iteration 102Q: 3 clusters Score -255772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -255772.281250 Penalty: 794.786377
	Iteration 103Q: 3 clusters Score -255772.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -255772.531250 Penalty: 794.786377
	Iteration 104Q: 3 clusters Score -255772.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -255772.625000 Penalty: 794.786377
	Iteration 105Q: 3 clusters Score -255772.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -255772.687500 Penalty: 794.786377
	Iteration 106Q: 3 clusters Score -255772.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -255772.437500 Penalty: 794.786377
	Iteration 107Q: 3 clusters Score -255772.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -255774.234375 Penalty: 794.786377
	Iteration 108Q: 3 clusters Score -255774.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -255775.203125 Penalty: 794.786377
	Iteration 109Q: 3 clusters Score -255775.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -255775.734375 Penalty: 794.786377
	Iteration 110Q: 3 clusters Score -255775.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -255776.156250 Penalty: 794.786377
	Iteration 111Q: 3 clusters Score -255776.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -255777.031250 Penalty: 794.786377
	Iteration 112Q: 3 clusters Score -255777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -255778.437500 Penalty: 794.786377
	Iteration 113Q: 3 clusters Score -255778.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -255779.437500 Penalty: 794.786377
	Iteration 114Q: 3 clusters Score -255779.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -255781.500000 Penalty: 794.786377
	Iteration 115Q: 3 clusters Score -255781.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -255782.421875 Penalty: 794.786377
	Iteration 116Q: 3 clusters Score -255782.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -255785.500000 Penalty: 794.786377
	Iteration 117Q: 3 clusters Score -255785.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -255790.656250 Penalty: 794.786377
	Iteration 118Q: 3 clusters Score -255790.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -255797.265625 Penalty: 794.786377
	Iteration 119Q: 3 clusters Score -255797.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -255804.531250 Penalty: 794.786377
	Iteration 120F: 3 clusters Score -255804.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -255814.359375 Penalty: 794.786377
	Iteration 121Q: 3 clusters Score -255814.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -255821.656250 Penalty: 794.786377
	Iteration 122Q: 3 clusters Score -255821.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -255827.437500 Penalty: 794.786377
	Iteration 123Q: 3 clusters Score -255827.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -255830.484375 Penalty: 794.786377
	Iteration 124Q: 3 clusters Score -255830.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -255831.890625 Penalty: 794.786377
	Iteration 125Q: 3 clusters Score -255831.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -255832.937500 Penalty: 794.786377
	Iteration 126Q: 3 clusters Score -255832.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -255833.656250 Penalty: 794.786377
	Iteration 127Q: 3 clusters Score -255833.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -255835.500000 Penalty: 794.786377
	Iteration 128Q: 3 clusters Score -255835.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -255836.703125 Penalty: 794.786377
	Iteration 129Q: 3 clusters Score -255836.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -255838.343750 Penalty: 794.786377
	Iteration 130Q: 3 clusters Score -255838.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -255839.578125 Penalty: 794.786377
	Iteration 131Q: 3 clusters Score -255839.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -255841.562500 Penalty: 794.786377
	Iteration 132Q: 3 clusters Score -255841.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -255844.031250 Penalty: 794.786377
	Iteration 133Q: 3 clusters Score -255844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -255846.734375 Penalty: 794.786377
	Iteration 134Q: 3 clusters Score -255846.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -255850.218750 Penalty: 794.786377
	Iteration 135Q: 3 clusters Score -255850.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -255851.328125 Penalty: 794.786377
	Iteration 136Q: 3 clusters Score -255851.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -255853.671875 Penalty: 794.786377
	Iteration 137Q: 3 clusters Score -255853.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -255855.421875 Penalty: 794.786377
	Iteration 138Q: 3 clusters Score -255855.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -255857.265625 Penalty: 794.786377
	Iteration 139Q: 3 clusters Score -255857.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -255859.093750 Penalty: 794.786377
	Iteration 140F: 3 clusters Score -255859.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -255859.796875 Penalty: 794.786377
	Iteration 141Q: 3 clusters Score -255859.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -255861.046875 Penalty: 794.786377
	Iteration 142Q: 3 clusters Score -255861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -255862.125000 Penalty: 794.786377
	Iteration 143Q: 3 clusters Score -255862.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -255863.156250 Penalty: 794.786377
	Iteration 144Q: 3 clusters Score -255863.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -255864.171875 Penalty: 794.786377
	Iteration 145Q: 3 clusters Score -255864.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -255866.250000 Penalty: 794.786377
	Iteration 146Q: 3 clusters Score -255866.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -255866.281250 Penalty: 794.786377
	Iteration 147Q: 3 clusters Score -255866.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -255866.984375 Penalty: 794.786377
	Iteration 148Q: 3 clusters Score -255867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -255868.203125 Penalty: 794.786377
	Iteration 149Q: 3 clusters Score -255868.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -255868.968750 Penalty: 794.786377
	Iteration 150Q: 3 clusters Score -255869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -255870.375000 Penalty: 794.786377
	Iteration 151Q: 3 clusters Score -255870.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -255870.375000 Penalty: 794.786377
	Iteration 152Q: 3 clusters Score -255870.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -255870.343750 Penalty: 794.786377
	Iteration 153Q: 3 clusters Score -255870.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -255870.468750 Penalty: 794.786377
	Iteration 154Q: 3 clusters Score -255870.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -255871.218750 Penalty: 794.786377
	Iteration 155Q: 3 clusters Score -255871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -255870.875000 Penalty: 794.786377
	Iteration 156Q: 3 clusters Score -255870.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -255871.218750 Penalty: 794.786377
	Iteration 157Q: 3 clusters Score -255871.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -255871.218750 Penalty: 794.786377
	Iteration 158F: 3 clusters Score -255871.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Entering Unmasked Estep 
Score: -260847.625000 Penalty: 400.869110
	Iteration 0F: 2 clusters Score -260847.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -256374.546875 Penalty: 801.738220
	Iteration 0F: 3 clusters Score -256374.5 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -258396.453125 Penalty: 801.738220
	Iteration 1F: 3 clusters Score -258396.5 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -258813.953125 Penalty: 801.738220
	Iteration 2F: 3 clusters Score -258814 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -259163.750000 Penalty: 801.738220
	Iteration 3F: 3 clusters Score -259163.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -259415.093750 Penalty: 801.738220
	Iteration 4F: 3 clusters Score -259415.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -259600.156250 Penalty: 801.738220
	Iteration 5Q: 3 clusters Score -259600.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -259744.609375 Penalty: 801.738220
	Iteration 6Q: 3 clusters Score -259744.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -259872.187500 Penalty: 801.738220
	Iteration 7Q: 3 clusters Score -259872.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -259976.343750 Penalty: 801.738220
	Iteration 8Q: 3 clusters Score -259976.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -260064.953125 Penalty: 801.738220
	Iteration 9Q: 3 clusters Score -260065 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -260141.859375 Penalty: 801.738220
	Iteration 10Q: 3 clusters Score -260141.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -260210.609375 Penalty: 801.738220
	Iteration 11Q: 3 clusters Score -260210.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -260252.984375 Penalty: 801.738220
	Iteration 12Q: 3 clusters Score -260253 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -260283.031250 Penalty: 801.738220
	Iteration 13Q: 3 clusters Score -260283 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -260301.906250 Penalty: 801.738220
	Iteration 14Q: 3 clusters Score -260301.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -260316.796875 Penalty: 801.738220
	Iteration 15Q: 3 clusters Score -260316.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -260327.625000 Penalty: 801.738220
	Iteration 16Q: 3 clusters Score -260327.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -260334.500000 Penalty: 801.738220
	Iteration 17Q: 3 clusters Score -260334.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -260342.953125 Penalty: 801.738220
	Iteration 18Q: 3 clusters Score -260343 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -260351.281250 Penalty: 801.738220
	Iteration 19Q: 3 clusters Score -260351.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -260363.015625 Penalty: 801.738220
	Iteration 20F: 3 clusters Score -260363 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -260375.093750 Penalty: 801.738220
	Iteration 21Q: 3 clusters Score -260375.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -260387.609375 Penalty: 801.738220
	Iteration 22Q: 3 clusters Score -260387.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -260398.296875 Penalty: 801.738220
	Iteration 23Q: 3 clusters Score -260398.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -260406.125000 Penalty: 801.738220
	Iteration 24Q: 3 clusters Score -260406.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -260412.078125 Penalty: 801.738220
	Iteration 25Q: 3 clusters Score -260412.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -260417.093750 Penalty: 801.738220
	Iteration 26Q: 3 clusters Score -260417.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -260421.234375 Penalty: 801.738220
	Iteration 27Q: 3 clusters Score -260421.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -260425.281250 Penalty: 801.738220
	Iteration 28Q: 3 clusters Score -260425.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -260428.703125 Penalty: 801.738220
	Iteration 29Q: 3 clusters Score -260428.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -260431.640625 Penalty: 801.738220
	Iteration 30Q: 3 clusters Score -260431.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -260436.796875 Penalty: 801.738220
	Iteration 31Q: 3 clusters Score -260436.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -260442.484375 Penalty: 801.738220
	Iteration 32Q: 3 clusters Score -260442.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -260448.203125 Penalty: 801.738220
	Iteration 33Q: 3 clusters Score -260448.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -260452.328125 Penalty: 801.738220
	Iteration 34Q: 3 clusters Score -260452.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -260456.953125 Penalty: 801.738220
	Iteration 35Q: 3 clusters Score -260457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -260462.250000 Penalty: 801.738220
	Iteration 36Q: 3 clusters Score -260462.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -260465.875000 Penalty: 801.738220
	Iteration 37Q: 3 clusters Score -260465.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -260469.046875 Penalty: 801.738220
	Iteration 38Q: 3 clusters Score -260469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -260471.390625 Penalty: 801.738220
	Iteration 39Q: 3 clusters Score -260471.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -260473.640625 Penalty: 801.738220
	Iteration 40F: 3 clusters Score -260473.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -260475.828125 Penalty: 801.738220
	Iteration 41Q: 3 clusters Score -260475.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -260476.265625 Penalty: 801.738220
	Iteration 42Q: 3 clusters Score -260476.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -260477.156250 Penalty: 801.738220
	Iteration 43Q: 3 clusters Score -260477.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -260477.796875 Penalty: 801.738220
	Iteration 44Q: 3 clusters Score -260477.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -260478.203125 Penalty: 801.738220
	Iteration 45Q: 3 clusters Score -260478.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -260478.562500 Penalty: 801.738220
	Iteration 46Q: 3 clusters Score -260478.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -260478.562500 Penalty: 801.738220
	Iteration 47F: 3 clusters Score -260478.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -64281.847656 Penalty: 343.746063
	Iteration 0F: 2 clusters Score -64281.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -62910.628906 Penalty: 687.492126
	Iteration 0F: 3 clusters Score -62910.63 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -63430.562500 Penalty: 687.492126
	Iteration 1F: 3 clusters Score -63430.56 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -63590.531250 Penalty: 687.492126
	Iteration 2F: 3 clusters Score -63590.53 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -63728.488281 Penalty: 687.492126
	Iteration 3F: 3 clusters Score -63728.49 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -63842.914062 Penalty: 687.492126
	Iteration 4F: 3 clusters Score -63842.91 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -63914.601562 Penalty: 687.492126
	Iteration 5F: 3 clusters Score -63914.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -63952.011719 Penalty: 687.492126
	Iteration 6Q: 3 clusters Score -63952.01 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -63970.761719 Penalty: 687.492126
	Iteration 7Q: 3 clusters Score -63970.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -63985.261719 Penalty: 687.492126
	Iteration 8Q: 3 clusters Score -63985.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -63998.406250 Penalty: 687.492126
	Iteration 9Q: 3 clusters Score -63998.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -64014.636719 Penalty: 687.492126
	Iteration 10Q: 3 clusters Score -64014.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -64022.808594 Penalty: 687.492126
	Iteration 11Q: 3 clusters Score -64022.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -64034.628906 Penalty: 687.492126
	Iteration 12Q: 3 clusters Score -64034.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -64042.210938 Penalty: 687.492126
	Iteration 13Q: 3 clusters Score -64042.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -64052.523438 Penalty: 687.492126
	Iteration 14Q: 3 clusters Score -64052.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -64064.472656 Penalty: 687.492126
	Iteration 15Q: 3 clusters Score -64064.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -64074.304688 Penalty: 687.492126
	Iteration 16Q: 3 clusters Score -64074.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -64081.000000 Penalty: 687.492126
	Iteration 17Q: 3 clusters Score -64081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -64088.816406 Penalty: 687.492126
	Iteration 18Q: 3 clusters Score -64088.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -64095.566406 Penalty: 687.492126
	Iteration 19Q: 3 clusters Score -64095.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -64099.753906 Penalty: 687.492126
	Iteration 20F: 3 clusters Score -64099.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -64102.609375 Penalty: 687.492126
	Iteration 21Q: 3 clusters Score -64102.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -64107.289062 Penalty: 687.492126
	Iteration 22Q: 3 clusters Score -64107.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -64110.707031 Penalty: 687.492126
	Iteration 23Q: 3 clusters Score -64110.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -64112.707031 Penalty: 687.492126
	Iteration 24Q: 3 clusters Score -64112.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -64113.699219 Penalty: 687.492126
	Iteration 25Q: 3 clusters Score -64113.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -64115.156250 Penalty: 687.492126
	Iteration 26Q: 3 clusters Score -64115.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -64115.921875 Penalty: 687.492126
	Iteration 27Q: 3 clusters Score -64115.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -64117.160156 Penalty: 687.492126
	Iteration 28Q: 3 clusters Score -64117.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -64117.968750 Penalty: 687.492126
	Iteration 29Q: 3 clusters Score -64117.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -64118.457031 Penalty: 687.492126
	Iteration 30Q: 3 clusters Score -64118.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -64118.929688 Penalty: 687.492126
	Iteration 31Q: 3 clusters Score -64118.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -64119.218750 Penalty: 687.492126
	Iteration 32Q: 3 clusters Score -64119.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -64119.218750 Penalty: 687.492126
	Iteration 33F: 3 clusters Score -64119.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -32114.578125 Penalty: 307.756775
	Iteration 0F: 2 clusters Score -32114.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -31389.003906 Penalty: 615.513550
	Iteration 0F: 3 clusters Score -31389 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -31607.789062 Penalty: 615.513550
	Iteration 1F: 3 clusters Score -31607.79 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -31658.763672 Penalty: 615.513550
	Iteration 2F: 3 clusters Score -31658.76 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -31694.080078 Penalty: 615.513550
	Iteration 3F: 3 clusters Score -31694.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -31713.550781 Penalty: 615.513550
	Iteration 4Q: 3 clusters Score -31713.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -31734.277344 Penalty: 615.513550
	Iteration 5Q: 3 clusters Score -31734.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -31766.462891 Penalty: 615.513550
	Iteration 6Q: 3 clusters Score -31766.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -31808.691406 Penalty: 615.513550
	Iteration 7Q: 3 clusters Score -31808.69 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -31854.677734 Penalty: 615.513550
	Iteration 8Q: 3 clusters Score -31854.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -31896.212891 Penalty: 615.513550
	Iteration 9Q: 3 clusters Score -31896.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31935.675781 Penalty: 615.513550
	Iteration 10Q: 3 clusters Score -31935.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31959.582031 Penalty: 615.513550
	Iteration 11Q: 3 clusters Score -31959.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -31980.646484 Penalty: 615.513550
	Iteration 12Q: 3 clusters Score -31980.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32003.017578 Penalty: 615.513550
	Iteration 13Q: 3 clusters Score -32003.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32020.814453 Penalty: 615.513550
	Iteration 14Q: 3 clusters Score -32020.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32036.876953 Penalty: 615.513550
	Iteration 15Q: 3 clusters Score -32036.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32056.693359 Penalty: 615.513550
	Iteration 16Q: 3 clusters Score -32056.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32062.714844 Penalty: 615.513550
	Iteration 17Q: 3 clusters Score -32062.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32064.359375 Penalty: 615.513550
	Iteration 18Q: 3 clusters Score -32064.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32066.371094 Penalty: 615.513550
	Iteration 19Q: 3 clusters Score -32066.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32067.109375 Penalty: 615.513550
	Iteration 20F: 3 clusters Score -32067.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32067.222656 Penalty: 615.513550
	Iteration 21Q: 3 clusters Score -32067.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32067.222656 Penalty: 615.513550
	Iteration 22F: 3 clusters Score -32067.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Entering Unmasked Estep 
Score: -217730.234375 Penalty: 390.483032
	Iteration 0F: 2 clusters Score -217730.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -214187.328125 Penalty: 780.966064
	Iteration 0F: 3 clusters Score -214187.3 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -215830.375000 Penalty: 780.966064
	Iteration 1F: 3 clusters Score -215830.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -216314.156250 Penalty: 780.966064
	Iteration 2F: 3 clusters Score -216314.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -216759.796875 Penalty: 780.966064
	Iteration 3F: 3 clusters Score -216759.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -217091.468750 Penalty: 780.966064
	Iteration 4F: 3 clusters Score -217091.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -217336.187500 Penalty: 780.966064
	Iteration 5F: 3 clusters Score -217336.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -217487.593750 Penalty: 780.966064
	Iteration 6Q: 3 clusters Score -217487.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -217562.578125 Penalty: 780.966064
	Iteration 7Q: 3 clusters Score -217562.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -217589.328125 Penalty: 780.966064
	Iteration 8Q: 3 clusters Score -217589.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -217605.437500 Penalty: 780.966064
	Iteration 9Q: 3 clusters Score -217605.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -217618.109375 Penalty: 780.966064
	Iteration 10Q: 3 clusters Score -217618.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -217627.140625 Penalty: 780.966064
	Iteration 11Q: 3 clusters Score -217627.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -217634.890625 Penalty: 780.966064
	Iteration 12Q: 3 clusters Score -217634.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -217644.000000 Penalty: 780.966064
	Iteration 13Q: 3 clusters Score -217644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -217651.328125 Penalty: 780.966064
	Iteration 14Q: 3 clusters Score -217651.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -217656.109375 Penalty: 780.966064
	Iteration 15Q: 3 clusters Score -217656.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -217661.031250 Penalty: 780.966064
	Iteration 16Q: 3 clusters Score -217661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -217665.093750 Penalty: 780.966064
	Iteration 17Q: 3 clusters Score -217665.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -217668.109375 Penalty: 780.966064
	Iteration 18Q: 3 clusters Score -217668.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -217670.625000 Penalty: 780.966064
	Iteration 19Q: 3 clusters Score -217670.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -217672.421875 Penalty: 780.966064
	Iteration 20F: 3 clusters Score -217672.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -217675.515625 Penalty: 780.966064
	Iteration 21Q: 3 clusters Score -217675.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -217679.593750 Penalty: 780.966064
	Iteration 22Q: 3 clusters Score -217679.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -217681.828125 Penalty: 780.966064
	Iteration 23Q: 3 clusters Score -217681.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -217684.421875 Penalty: 780.966064
	Iteration 24Q: 3 clusters Score -217684.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -217685.453125 Penalty: 780.966064
	Iteration 25Q: 3 clusters Score -217685.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -217687.671875 Penalty: 780.966064
	Iteration 26Q: 3 clusters Score -217687.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -217688.750000 Penalty: 780.966064
	Iteration 27Q: 3 clusters Score -217688.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -217689.609375 Penalty: 780.966064
	Iteration 28Q: 3 clusters Score -217689.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -217691.359375 Penalty: 780.966064
	Iteration 29Q: 3 clusters Score -217691.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -217692.125000 Penalty: 780.966064
	Iteration 30Q: 3 clusters Score -217692.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -217693.640625 Penalty: 780.966064
	Iteration 31Q: 3 clusters Score -217693.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -217694.796875 Penalty: 780.966064
	Iteration 32Q: 3 clusters Score -217694.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -217696.593750 Penalty: 780.966064
	Iteration 33Q: 3 clusters Score -217696.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -217697.390625 Penalty: 780.966064
	Iteration 34Q: 3 clusters Score -217697.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -217697.718750 Penalty: 780.966064
	Iteration 35Q: 3 clusters Score -217697.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -217698.703125 Penalty: 780.966064
	Iteration 36Q: 3 clusters Score -217698.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -217698.890625 Penalty: 780.966064
	Iteration 37Q: 3 clusters Score -217698.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -217699.250000 Penalty: 780.966064
	Iteration 38Q: 3 clusters Score -217699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -217699.203125 Penalty: 780.966064
	Iteration 39Q: 3 clusters Score -217699.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -217699.203125 Penalty: 780.966064
	Iteration 40F: 3 clusters Score -217699.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Entering Unmasked Estep 
Score: -52714.679688 Penalty: 328.493713
	Iteration 0F: 2 clusters Score -52714.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -51695.921875 Penalty: 656.987427
	Iteration 0F: 3 clusters Score -51695.92 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -52004.878906 Penalty: 656.987427
	Iteration 1F: 3 clusters Score -52004.88 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -52082.695312 Penalty: 656.987427
	Iteration 2F: 3 clusters Score -52082.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -52146.050781 Penalty: 656.987427
	Iteration 3F: 3 clusters Score -52146.05 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -52197.734375 Penalty: 656.987427
	Iteration 4F: 3 clusters Score -52197.73 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -52265.878906 Penalty: 656.987427
	Iteration 5F: 3 clusters Score -52265.88 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -52356.250000 Penalty: 656.987427
	Iteration 6F: 3 clusters Score -52356.25 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -52431.804688 Penalty: 656.987427
	Iteration 7F: 3 clusters Score -52431.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -52483.089844 Penalty: 656.987427
	Iteration 8Q: 3 clusters Score -52483.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -52515.410156 Penalty: 656.987427
	Iteration 9Q: 3 clusters Score -52515.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -52530.425781 Penalty: 656.987427
	Iteration 10Q: 3 clusters Score -52530.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -52535.601562 Penalty: 656.987427
	Iteration 11Q: 3 clusters Score -52535.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -52538.890625 Penalty: 656.987427
	Iteration 12Q: 3 clusters Score -52538.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -52543.156250 Penalty: 656.987427
	Iteration 13Q: 3 clusters Score -52543.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -52547.371094 Penalty: 656.987427
	Iteration 14Q: 3 clusters Score -52547.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -52547.972656 Penalty: 656.987427
	Iteration 15Q: 3 clusters Score -52547.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -52548.457031 Penalty: 656.987427
	Iteration 16Q: 3 clusters Score -52548.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -52549.289062 Penalty: 656.987427
	Iteration 17Q: 3 clusters Score -52549.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -52550.191406 Penalty: 656.987427
	Iteration 18Q: 3 clusters Score -52550.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -52550.285156 Penalty: 656.987427
	Iteration 19Q: 3 clusters Score -52550.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -52550.375000 Penalty: 656.987427
	Iteration 20F: 3 clusters Score -52550.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Entering Unmasked Estep 
Score: -232334.343750 Penalty: 395.217163
	Iteration 0F: 2 clusters Score -232334.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -228402.703125 Penalty: 790.434326
	Iteration 0F: 3 clusters Score -228402.7 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -230055.140625 Penalty: 790.434326
	Iteration 1F: 3 clusters Score -230055.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -230345.687500 Penalty: 790.434326
	Iteration 2F: 3 clusters Score -230345.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -230689.156250 Penalty: 790.434326
	Iteration 3F: 3 clusters Score -230689.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -231011.343750 Penalty: 790.434326
	Iteration 4F: 3 clusters Score -231011.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -231214.000000 Penalty: 790.434326
	Iteration 5F: 3 clusters Score -231214 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -231306.093750 Penalty: 790.434326
	Iteration 6Q: 3 clusters Score -231306.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -231345.796875 Penalty: 790.434326
	Iteration 7Q: 3 clusters Score -231345.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -231368.250000 Penalty: 790.434326
	Iteration 8Q: 3 clusters Score -231368.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -231379.765625 Penalty: 790.434326
	Iteration 9Q: 3 clusters Score -231379.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -231387.171875 Penalty: 790.434326
	Iteration 10Q: 3 clusters Score -231387.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -231392.921875 Penalty: 790.434326
	Iteration 11Q: 3 clusters Score -231392.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -231396.859375 Penalty: 790.434326
	Iteration 12Q: 3 clusters Score -231396.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -231401.656250 Penalty: 790.434326
	Iteration 13Q: 3 clusters Score -231401.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -231405.968750 Penalty: 790.434326
	Iteration 14Q: 3 clusters Score -231406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -231408.890625 Penalty: 790.434326
	Iteration 15Q: 3 clusters Score -231408.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -231411.000000 Penalty: 790.434326
	Iteration 16Q: 3 clusters Score -231411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -231414.953125 Penalty: 790.434326
	Iteration 17Q: 3 clusters Score -231415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -231419.984375 Penalty: 790.434326
	Iteration 18Q: 3 clusters Score -231420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -231422.312500 Penalty: 790.434326
	Iteration 19Q: 3 clusters Score -231422.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -231423.750000 Penalty: 790.434326
	Iteration 20F: 3 clusters Score -231423.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -231424.890625 Penalty: 790.434326
	Iteration 21Q: 3 clusters Score -231424.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -231426.562500 Penalty: 790.434326
	Iteration 22Q: 3 clusters Score -231426.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -231428.171875 Penalty: 790.434326
	Iteration 23Q: 3 clusters Score -231428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -231428.468750 Penalty: 790.434326
	Iteration 24Q: 3 clusters Score -231428.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -231428.687500 Penalty: 790.434326
	Iteration 25Q: 3 clusters Score -231428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -231428.390625 Penalty: 790.434326
	Iteration 26Q: 3 clusters Score -231428.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -231429.515625 Penalty: 790.434326
	Iteration 27Q: 3 clusters Score -231429.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -231429.125000 Penalty: 790.434326
	Iteration 28Q: 3 clusters Score -231429.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -231429.250000 Penalty: 790.434326
	Iteration 29Q: 3 clusters Score -231429.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -231429.250000 Penalty: 790.434326
	Iteration 30F: 3 clusters Score -231429.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Entering Unmasked Estep 
Score: -67178.484375 Penalty: 341.923370
	Iteration 0F: 2 clusters Score -67178.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -65834.000000 Penalty: 683.846741
	Iteration 0F: 3 clusters Score -65834 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -66243.453125 Penalty: 683.846741
	Iteration 1F: 3 clusters Score -66243.45 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -66339.898438 Penalty: 683.846741
	Iteration 2F: 3 clusters Score -66339.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -66422.679688 Penalty: 683.846741
	Iteration 3F: 3 clusters Score -66422.68 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -66509.828125 Penalty: 683.846741
	Iteration 4F: 3 clusters Score -66509.83 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -66587.671875 Penalty: 683.846741
	Iteration 5Q: 3 clusters Score -66587.67 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -66696.968750 Penalty: 683.846741
	Iteration 6Q: 3 clusters Score -66696.97 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -66798.617188 Penalty: 683.846741
	Iteration 7F: 3 clusters Score -66798.62 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -66931.968750 Penalty: 683.846741
	Iteration 8F: 3 clusters Score -66931.97 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -67027.179688 Penalty: 683.846741
	Iteration 9Q: 3 clusters Score -67027.18 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -67103.687500 Penalty: 683.846741
	Iteration 10Q: 3 clusters Score -67103.69 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -67217.117188 Penalty: 683.846741
	Iteration 11Q: 3 clusters Score -67217.12 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -67307.898438 Penalty: 683.846741
	Iteration 12Q: 3 clusters Score -67307.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -67368.046875 Penalty: 683.846741
	Iteration 13Q: 3 clusters Score -67368.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -67405.828125 Penalty: 683.846741
	Iteration 14Q: 3 clusters Score -67405.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -67423.265625 Penalty: 683.846741
	Iteration 15Q: 3 clusters Score -67423.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -67429.125000 Penalty: 683.846741
	Iteration 16Q: 3 clusters Score -67429.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -67431.015625 Penalty: 683.846741
	Iteration 17Q: 3 clusters Score -67431.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -67433.148438 Penalty: 683.846741
	Iteration 18Q: 3 clusters Score -67433.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -67435.046875 Penalty: 683.846741
	Iteration 19Q: 3 clusters Score -67435.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -67435.953125 Penalty: 683.846741
	Iteration 20F: 3 clusters Score -67435.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -67437.257812 Penalty: 683.846741
	Iteration 21Q: 3 clusters Score -67437.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -67437.257812 Penalty: 683.846741
	Iteration 22F: 3 clusters Score -67437.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 60511 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11984 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 4322 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2517 members 
Mstep: Class 14 contains 29287 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 477636 members 
Mstep: Class 17 contains 6210 members 
Mstep: Class 18 contains 6703 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5335 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 12315 members 
Mstep: Class 26 contains 1632 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14194 members 
Mstep: Class 29 contains 21824 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 794 members 
Entering Unmasked Estep 
Score: -28299444.000000 Penalty: 22114.306641
Splitting cluster 24 changes total score from -28299434.000000 to -28299444.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 25 (12315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Entering Unmasked Estep 
Score: -480679.500000 Penalty: 428.545074
	Iteration 0F: 2 clusters Score -480679.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -472585.625000 Penalty: 857.090149
	Iteration 0F: 3 clusters Score -472585.6 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -476197.468750 Penalty: 857.090149
	Iteration 1F: 3 clusters Score -476197.5 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -476626.375000 Penalty: 857.090149
	Iteration 2F: 3 clusters Score -476626.4 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -477129.625000 Penalty: 857.090149
	Iteration 3F: 3 clusters Score -477129.6 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -477656.250000 Penalty: 857.090149
	Iteration 4F: 3 clusters Score -477656.2 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -478117.281250 Penalty: 857.090149
	Iteration 5F: 3 clusters Score -478117.3 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -478452.000000 Penalty: 857.090149
	Iteration 6Q: 3 clusters Score -478452 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -478666.687500 Penalty: 857.090149
	Iteration 7Q: 3 clusters Score -478666.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -478810.875000 Penalty: 857.090149
	Iteration 8Q: 3 clusters Score -478810.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -478923.093750 Penalty: 857.090149
	Iteration 9Q: 3 clusters Score -478923.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -479009.750000 Penalty: 857.090149
	Iteration 10Q: 3 clusters Score -479009.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -479069.031250 Penalty: 857.090149
	Iteration 11Q: 3 clusters Score -479069 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -479108.281250 Penalty: 857.090149
	Iteration 12Q: 3 clusters Score -479108.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -479148.187500 Penalty: 857.090149
	Iteration 13Q: 3 clusters Score -479148.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -479195.937500 Penalty: 857.090149
	Iteration 14Q: 3 clusters Score -479195.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -479250.406250 Penalty: 857.090149
	Iteration 15Q: 3 clusters Score -479250.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -479292.937500 Penalty: 857.090149
	Iteration 16Q: 3 clusters Score -479292.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -479343.281250 Penalty: 857.090149
	Iteration 17Q: 3 clusters Score -479343.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -479394.812500 Penalty: 857.090149
	Iteration 18Q: 3 clusters Score -479394.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -479443.187500 Penalty: 857.090149
	Iteration 19Q: 3 clusters Score -479443.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -479491.656250 Penalty: 857.090149
	Iteration 20F: 3 clusters Score -479491.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -479551.593750 Penalty: 857.090149
	Iteration 21Q: 3 clusters Score -479551.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -479612.500000 Penalty: 857.090149
	Iteration 22Q: 3 clusters Score -479612.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -479681.093750 Penalty: 857.090149
	Iteration 23Q: 3 clusters Score -479681.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -479753.750000 Penalty: 857.090149
	Iteration 24Q: 3 clusters Score -479753.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -479825.093750 Penalty: 857.090149
	Iteration 25Q: 3 clusters Score -479825.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -479898.937500 Penalty: 857.090149
	Iteration 26Q: 3 clusters Score -479898.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -479957.906250 Penalty: 857.090149
	Iteration 27Q: 3 clusters Score -479957.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -480011.562500 Penalty: 857.090149
	Iteration 28Q: 3 clusters Score -480011.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -480061.937500 Penalty: 857.090149
	Iteration 29Q: 3 clusters Score -480061.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -480100.593750 Penalty: 857.090149
	Iteration 30Q: 3 clusters Score -480100.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -480131.156250 Penalty: 857.090149
	Iteration 31Q: 3 clusters Score -480131.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -480162.500000 Penalty: 857.090149
	Iteration 32Q: 3 clusters Score -480162.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -480193.031250 Penalty: 857.090149
	Iteration 33Q: 3 clusters Score -480193 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -480219.406250 Penalty: 857.090149
	Iteration 34Q: 3 clusters Score -480219.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -480235.718750 Penalty: 857.090149
	Iteration 35Q: 3 clusters Score -480235.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -480245.281250 Penalty: 857.090149
	Iteration 36Q: 3 clusters Score -480245.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -480252.500000 Penalty: 857.090149
	Iteration 37Q: 3 clusters Score -480252.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -480260.968750 Penalty: 857.090149
	Iteration 38Q: 3 clusters Score -480261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -480267.500000 Penalty: 857.090149
	Iteration 39Q: 3 clusters Score -480267.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -480270.437500 Penalty: 857.090149
	Iteration 40F: 3 clusters Score -480270.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -480274.593750 Penalty: 857.090149
	Iteration 41Q: 3 clusters Score -480274.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -480281.343750 Penalty: 857.090149
	Iteration 42Q: 3 clusters Score -480281.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -480289.093750 Penalty: 857.090149
	Iteration 43Q: 3 clusters Score -480289.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -480293.687500 Penalty: 857.090149
	Iteration 44Q: 3 clusters Score -480293.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -480298.062500 Penalty: 857.090149
	Iteration 45Q: 3 clusters Score -480298.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -480303.843750 Penalty: 857.090149
	Iteration 46Q: 3 clusters Score -480303.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -480309.156250 Penalty: 857.090149
	Iteration 47Q: 3 clusters Score -480309.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -480311.468750 Penalty: 857.090149
	Iteration 48Q: 3 clusters Score -480311.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -480314.187500 Penalty: 857.090149
	Iteration 49Q: 3 clusters Score -480314.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -480314.750000 Penalty: 857.090149
	Iteration 50Q: 3 clusters Score -480314.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -480315.031250 Penalty: 857.090149
	Iteration 51Q: 3 clusters Score -480315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -480315.031250 Penalty: 857.090149
	Iteration 52F: 3 clusters Score -480315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Entering Unmasked Estep 
Score: -60995.476562 Penalty: 336.589050
	Iteration 0F: 2 clusters Score -60995.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -59781.019531 Penalty: 673.178101
	Iteration 0F: 3 clusters Score -59781.02 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -60162.382812 Penalty: 673.178101
	Iteration 1F: 3 clusters Score -60162.38 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -60250.683594 Penalty: 673.178101
	Iteration 2F: 3 clusters Score -60250.68 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -60350.101562 Penalty: 673.178101
	Iteration 3F: 3 clusters Score -60350.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -60450.132812 Penalty: 673.178101
	Iteration 4F: 3 clusters Score -60450.13 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -60544.429688 Penalty: 673.178101
	Iteration 5F: 3 clusters Score -60544.43 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -60629.652344 Penalty: 673.178101
	Iteration 6F: 3 clusters Score -60629.65 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -60689.273438 Penalty: 673.178101
	Iteration 7Q: 3 clusters Score -60689.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -60735.347656 Penalty: 673.178101
	Iteration 8Q: 3 clusters Score -60735.35 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -60767.992188 Penalty: 673.178101
	Iteration 9Q: 3 clusters Score -60767.99 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -60782.246094 Penalty: 673.178101
	Iteration 10Q: 3 clusters Score -60782.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -60786.429688 Penalty: 673.178101
	Iteration 11Q: 3 clusters Score -60786.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -60787.613281 Penalty: 673.178101
	Iteration 12Q: 3 clusters Score -60787.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -60788.886719 Penalty: 673.178101
	Iteration 13Q: 3 clusters Score -60788.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -60791.277344 Penalty: 673.178101
	Iteration 14Q: 3 clusters Score -60791.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -60794.417969 Penalty: 673.178101
	Iteration 15Q: 3 clusters Score -60794.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -60798.976562 Penalty: 673.178101
	Iteration 16Q: 3 clusters Score -60798.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -60803.652344 Penalty: 673.178101
	Iteration 17Q: 3 clusters Score -60803.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -60810.464844 Penalty: 673.178101
	Iteration 18Q: 3 clusters Score -60810.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -60812.664062 Penalty: 673.178101
	Iteration 19Q: 3 clusters Score -60812.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -60814.554688 Penalty: 673.178101
	Iteration 20F: 3 clusters Score -60814.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -60816.480469 Penalty: 673.178101
	Iteration 21Q: 3 clusters Score -60816.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -60818.253906 Penalty: 673.178101
	Iteration 22Q: 3 clusters Score -60818.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -60819.175781 Penalty: 673.178101
	Iteration 23Q: 3 clusters Score -60819.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -60820.156250 Penalty: 673.178101
	Iteration 24Q: 3 clusters Score -60820.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -60820.792969 Penalty: 673.178101
	Iteration 25Q: 3 clusters Score -60820.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -60821.761719 Penalty: 673.178101
	Iteration 26Q: 3 clusters Score -60821.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -60823.800781 Penalty: 673.178101
	Iteration 27Q: 3 clusters Score -60823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -60824.281250 Penalty: 673.178101
	Iteration 28Q: 3 clusters Score -60824.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -60824.351562 Penalty: 673.178101
	Iteration 29Q: 3 clusters Score -60824.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -60824.753906 Penalty: 673.178101
	Iteration 30Q: 3 clusters Score -60824.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -60825.601562 Penalty: 673.178101
	Iteration 31Q: 3 clusters Score -60825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -60825.742188 Penalty: 673.178101
	Iteration 32Q: 3 clusters Score -60825.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -60826.042969 Penalty: 673.178101
	Iteration 33Q: 3 clusters Score -60826.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -60827.128906 Penalty: 673.178101
	Iteration 34Q: 3 clusters Score -60827.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -60827.234375 Penalty: 673.178101
	Iteration 35Q: 3 clusters Score -60827.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -60827.410156 Penalty: 673.178101
	Iteration 36Q: 3 clusters Score -60827.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -60827.410156 Penalty: 673.178101
	Iteration 37F: 3 clusters Score -60827.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -64026.824219 Penalty: 336.811554
	Iteration 0F: 2 clusters Score -64026.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -62807.593750 Penalty: 673.623108
	Iteration 0F: 3 clusters Score -62807.59 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -63242.542969 Penalty: 673.623108
	Iteration 1F: 3 clusters Score -63242.54 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -63368.011719 Penalty: 673.623108
	Iteration 2F: 3 clusters Score -63368.01 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -63465.250000 Penalty: 673.623108
	Iteration 3F: 3 clusters Score -63465.25 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -63548.242188 Penalty: 673.623108
	Iteration 4F: 3 clusters Score -63548.24 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -63613.769531 Penalty: 673.623108
	Iteration 5Q: 3 clusters Score -63613.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -63675.335938 Penalty: 673.623108
	Iteration 6Q: 3 clusters Score -63675.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -63720.765625 Penalty: 673.623108
	Iteration 7Q: 3 clusters Score -63720.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -63760.011719 Penalty: 673.623108
	Iteration 8Q: 3 clusters Score -63760.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -63781.406250 Penalty: 673.623108
	Iteration 9Q: 3 clusters Score -63781.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -63821.722656 Penalty: 673.623108
	Iteration 10Q: 3 clusters Score -63821.72 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -63872.785156 Penalty: 673.623108
	Iteration 11Q: 3 clusters Score -63872.79 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -63902.492188 Penalty: 673.623108
	Iteration 12Q: 3 clusters Score -63902.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -63925.621094 Penalty: 673.623108
	Iteration 13Q: 3 clusters Score -63925.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -63942.855469 Penalty: 673.623108
	Iteration 14Q: 3 clusters Score -63942.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -63957.765625 Penalty: 673.623108
	Iteration 15Q: 3 clusters Score -63957.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -63966.164062 Penalty: 673.623108
	Iteration 16Q: 3 clusters Score -63966.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -63968.644531 Penalty: 673.623108
	Iteration 17Q: 3 clusters Score -63968.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -63970.792969 Penalty: 673.623108
	Iteration 18Q: 3 clusters Score -63970.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -63972.097656 Penalty: 673.623108
	Iteration 19Q: 3 clusters Score -63972.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -63973.320312 Penalty: 673.623108
	Iteration 20F: 3 clusters Score -63973.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -63974.269531 Penalty: 673.623108
	Iteration 21Q: 3 clusters Score -63974.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -63974.882812 Penalty: 673.623108
	Iteration 22Q: 3 clusters Score -63974.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -63975.527344 Penalty: 673.623108
	Iteration 23Q: 3 clusters Score -63975.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -63976.000000 Penalty: 673.623108
	Iteration 24Q: 3 clusters Score -63976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -63976.000000 Penalty: 673.623108
	Iteration 25F: 3 clusters Score -63976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Entering Unmasked Estep 
Score: -555098.500000 Penalty: 435.006134
	Iteration 0F: 2 clusters Score -555098.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -545709.187500 Penalty: 870.012268
	Iteration 0F: 3 clusters Score -545709.2 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -549517.250000 Penalty: 870.012268
	Iteration 1F: 3 clusters Score -549517.2 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -549774.625000 Penalty: 870.012268
	Iteration 2Q: 3 clusters Score -549774.6 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -550077.125000 Penalty: 870.012268
	Iteration 3F: 3 clusters Score -550077.1 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -550452.187500 Penalty: 870.012268
	Iteration 4F: 3 clusters Score -550452.2 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -550910.062500 Penalty: 870.012268
	Iteration 5F: 3 clusters Score -550910.1 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -551493.437500 Penalty: 870.012268
	Iteration 6F: 3 clusters Score -551493.4 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -552100.812500 Penalty: 870.012268
	Iteration 7F: 3 clusters Score -552100.8 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -552606.687500 Penalty: 870.012268
	Iteration 8Q: 3 clusters Score -552606.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -552920.000000 Penalty: 870.012268
	Iteration 9Q: 3 clusters Score -552920 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -553089.312500 Penalty: 870.012268
	Iteration 10Q: 3 clusters Score -553089.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -553230.625000 Penalty: 870.012268
	Iteration 11Q: 3 clusters Score -553230.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -553363.312500 Penalty: 870.012268
	Iteration 12Q: 3 clusters Score -553363.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -553496.687500 Penalty: 870.012268
	Iteration 13Q: 3 clusters Score -553496.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -553596.875000 Penalty: 870.012268
	Iteration 14Q: 3 clusters Score -553596.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -553675.937500 Penalty: 870.012268
	Iteration 15Q: 3 clusters Score -553675.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -553756.875000 Penalty: 870.012268
	Iteration 16Q: 3 clusters Score -553756.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -553838.312500 Penalty: 870.012268
	Iteration 17Q: 3 clusters Score -553838.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -553915.500000 Penalty: 870.012268
	Iteration 18Q: 3 clusters Score -553915.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -554004.437500 Penalty: 870.012268
	Iteration 19Q: 3 clusters Score -554004.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -554082.812500 Penalty: 870.012268
	Iteration 20F: 3 clusters Score -554082.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -554160.250000 Penalty: 870.012268
	Iteration 21Q: 3 clusters Score -554160.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -554237.812500 Penalty: 870.012268
	Iteration 22Q: 3 clusters Score -554237.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -554330.625000 Penalty: 870.012268
	Iteration 23Q: 3 clusters Score -554330.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -554429.375000 Penalty: 870.012268
	Iteration 24Q: 3 clusters Score -554429.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -554513.687500 Penalty: 870.012268
	Iteration 25Q: 3 clusters Score -554513.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -554573.437500 Penalty: 870.012268
	Iteration 26Q: 3 clusters Score -554573.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -554613.187500 Penalty: 870.012268
	Iteration 27Q: 3 clusters Score -554613.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -554649.125000 Penalty: 870.012268
	Iteration 28Q: 3 clusters Score -554649.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -554675.312500 Penalty: 870.012268
	Iteration 29Q: 3 clusters Score -554675.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -554700.750000 Penalty: 870.012268
	Iteration 30Q: 3 clusters Score -554700.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -554709.875000 Penalty: 870.012268
	Iteration 31Q: 3 clusters Score -554709.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -554719.187500 Penalty: 870.012268
	Iteration 32Q: 3 clusters Score -554719.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -554723.250000 Penalty: 870.012268
	Iteration 33Q: 3 clusters Score -554723.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -554727.625000 Penalty: 870.012268
	Iteration 34Q: 3 clusters Score -554727.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -554731.750000 Penalty: 870.012268
	Iteration 35Q: 3 clusters Score -554731.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -554738.937500 Penalty: 870.012268
	Iteration 36Q: 3 clusters Score -554738.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -554744.625000 Penalty: 870.012268
	Iteration 37Q: 3 clusters Score -554744.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -554750.687500 Penalty: 870.012268
	Iteration 38Q: 3 clusters Score -554750.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -554759.062500 Penalty: 870.012268
	Iteration 39Q: 3 clusters Score -554759.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -554763.437500 Penalty: 870.012268
	Iteration 40F: 3 clusters Score -554763.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -554765.500000 Penalty: 870.012268
	Iteration 41Q: 3 clusters Score -554765.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -554765.500000 Penalty: 870.012268
	Iteration 42F: 3 clusters Score -554765.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Entering Unmasked Estep 
Score: -940354.687500 Penalty: 454.579834
	Iteration 0F: 2 clusters Score -940354.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -925815.125000 Penalty: 909.159668
	Iteration 0F: 3 clusters Score -925815.1 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -931847.750000 Penalty: 909.159668
	Iteration 1F: 3 clusters Score -931847.8 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -932279.187500 Penalty: 909.159668
	Iteration 2Q: 3 clusters Score -932279.2 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -932995.937500 Penalty: 909.159668
	Iteration 3F: 3 clusters Score -932995.9 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -934083.562500 Penalty: 909.159668
	Iteration 4F: 3 clusters Score -934083.6 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -935324.937500 Penalty: 909.159668
	Iteration 5F: 3 clusters Score -935324.9 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -936108.500000 Penalty: 909.159668
	Iteration 6F: 3 clusters Score -936108.5 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -936412.437500 Penalty: 909.159668
	Iteration 7Q: 3 clusters Score -936412.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -936608.000000 Penalty: 909.159668
	Iteration 8Q: 3 clusters Score -936608 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -936792.562500 Penalty: 909.159668
	Iteration 9Q: 3 clusters Score -936792.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -937007.437500 Penalty: 909.159668
	Iteration 10Q: 3 clusters Score -937007.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -937277.875000 Penalty: 909.159668
	Iteration 11Q: 3 clusters Score -937277.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -937640.375000 Penalty: 909.159668
	Iteration 12Q: 3 clusters Score -937640.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -938073.375000 Penalty: 909.159668
	Iteration 13Q: 3 clusters Score -938073.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -938498.937500 Penalty: 909.159668
	Iteration 14Q: 3 clusters Score -938498.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -938844.937500 Penalty: 909.159668
	Iteration 15Q: 3 clusters Score -938844.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -939075.562500 Penalty: 909.159668
	Iteration 16Q: 3 clusters Score -939075.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -939243.625000 Penalty: 909.159668
	Iteration 17Q: 3 clusters Score -939243.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -939362.312500 Penalty: 909.159668
	Iteration 18Q: 3 clusters Score -939362.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -939450.312500 Penalty: 909.159668
	Iteration 19Q: 3 clusters Score -939450.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -939533.625000 Penalty: 909.159668
	Iteration 20F: 3 clusters Score -939533.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -939577.625000 Penalty: 909.159668
	Iteration 21Q: 3 clusters Score -939577.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -939598.250000 Penalty: 909.159668
	Iteration 22Q: 3 clusters Score -939598.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -939619.812500 Penalty: 909.159668
	Iteration 23Q: 3 clusters Score -939619.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -939629.125000 Penalty: 909.159668
	Iteration 24Q: 3 clusters Score -939629.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -939640.312500 Penalty: 909.159668
	Iteration 25Q: 3 clusters Score -939640.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -939647.437500 Penalty: 909.159668
	Iteration 26Q: 3 clusters Score -939647.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -939652.250000 Penalty: 909.159668
	Iteration 27Q: 3 clusters Score -939652.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -939664.562500 Penalty: 909.159668
	Iteration 28Q: 3 clusters Score -939664.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -939668.750000 Penalty: 909.159668
	Iteration 29Q: 3 clusters Score -939668.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -939672.875000 Penalty: 909.159668
	Iteration 30Q: 3 clusters Score -939672.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -939678.500000 Penalty: 909.159668
	Iteration 31Q: 3 clusters Score -939678.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -939679.125000 Penalty: 909.159668
	Iteration 32Q: 3 clusters Score -939679.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -939679.750000 Penalty: 909.159668
	Iteration 33Q: 3 clusters Score -939679.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -939681.750000 Penalty: 909.159668
	Iteration 34Q: 3 clusters Score -939681.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -939682.500000 Penalty: 909.159668
	Iteration 35Q: 3 clusters Score -939682.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -939680.937500 Penalty: 909.159668
	Iteration 36Q: 3 clusters Score -939680.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -939682.375000 Penalty: 909.159668
	Iteration 37Q: 3 clusters Score -939682.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -939684.562500 Penalty: 909.159668
	Iteration 38Q: 3 clusters Score -939684.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -939684.062500 Penalty: 909.159668
	Iteration 39Q: 3 clusters Score -939684.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -939684.562500 Penalty: 909.159668
	Iteration 40F: 3 clusters Score -939684.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -939683.812500 Penalty: 909.159668
	Iteration 41Q: 3 clusters Score -939683.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -939684.625000 Penalty: 909.159668
	Iteration 42Q: 3 clusters Score -939684.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -939684.750000 Penalty: 909.159668
	Iteration 43Q: 3 clusters Score -939684.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -939685.062500 Penalty: 909.159668
	Iteration 44Q: 3 clusters Score -939685.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -939685.375000 Penalty: 909.159668
	Iteration 45Q: 3 clusters Score -939685.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -939684.625000 Penalty: 909.159668
	Iteration 46Q: 3 clusters Score -939684.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -939684.562500 Penalty: 909.159668
	Iteration 47Q: 3 clusters Score -939684.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -939685.062500 Penalty: 909.159668
	Iteration 48Q: 3 clusters Score -939685.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -939687.375000 Penalty: 909.159668
	Iteration 49Q: 3 clusters Score -939687.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -939685.937500 Penalty: 909.159668
	Iteration 50Q: 3 clusters Score -939685.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -939686.750000 Penalty: 909.159668
	Iteration 51Q: 3 clusters Score -939686.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -939687.250000 Penalty: 909.159668
	Iteration 52Q: 3 clusters Score -939687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -939686.812500 Penalty: 909.159668
	Iteration 53Q: 3 clusters Score -939686.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -939685.750000 Penalty: 909.159668
	Iteration 54Q: 3 clusters Score -939685.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -939686.875000 Penalty: 909.159668
	Iteration 55Q: 3 clusters Score -939686.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -939686.875000 Penalty: 909.159668
	Iteration 56F: 3 clusters Score -939686.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -7572.803711 Penalty: 256.220123
	Iteration 0F: 2 clusters Score -7572.804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7268.654297 Penalty: 512.440247
	Iteration 0F: 3 clusters Score -7268.654 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7350.062988 Penalty: 512.440247
	Iteration 1F: 3 clusters Score -7350.063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7379.974609 Penalty: 512.440247
	Iteration 2F: 3 clusters Score -7379.975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7395.840820 Penalty: 512.440247
	Iteration 3F: 3 clusters Score -7395.841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7411.101562 Penalty: 512.440247
	Iteration 4Q: 3 clusters Score -7411.102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7414.569336 Penalty: 512.440247
	Iteration 5Q: 3 clusters Score -7414.569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7417.537598 Penalty: 512.440247
	Iteration 6Q: 3 clusters Score -7417.538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7421.320312 Penalty: 512.440247
	Iteration 7Q: 3 clusters Score -7421.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7423.710938 Penalty: 512.440247
	Iteration 8Q: 3 clusters Score -7423.711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7424.080566 Penalty: 512.440247
	Iteration 9Q: 3 clusters Score -7424.081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7424.080566 Penalty: 512.440247
	Iteration 10F: 3 clusters Score -7424.081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Entering Unmasked Estep 
Score: -137352.765625 Penalty: 371.884827
	Iteration 0F: 2 clusters Score -137352.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -134961.781250 Penalty: 743.769653
	Iteration 0F: 3 clusters Score -134961.8 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -135928.531250 Penalty: 743.769653
	Iteration 1F: 3 clusters Score -135928.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -136106.109375 Penalty: 743.769653
	Iteration 2F: 3 clusters Score -136106.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -136283.718750 Penalty: 743.769653
	Iteration 3F: 3 clusters Score -136283.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -136501.359375 Penalty: 743.769653
	Iteration 4F: 3 clusters Score -136501.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -136681.593750 Penalty: 743.769653
	Iteration 5F: 3 clusters Score -136681.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -136781.312500 Penalty: 743.769653
	Iteration 6Q: 3 clusters Score -136781.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -136842.500000 Penalty: 743.769653
	Iteration 7Q: 3 clusters Score -136842.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -136874.343750 Penalty: 743.769653
	Iteration 8Q: 3 clusters Score -136874.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -136901.500000 Penalty: 743.769653
	Iteration 9Q: 3 clusters Score -136901.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -136925.609375 Penalty: 743.769653
	Iteration 10Q: 3 clusters Score -136925.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -136942.781250 Penalty: 743.769653
	Iteration 11Q: 3 clusters Score -136942.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -136961.171875 Penalty: 743.769653
	Iteration 12Q: 3 clusters Score -136961.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -136970.468750 Penalty: 743.769653
	Iteration 13Q: 3 clusters Score -136970.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -136977.125000 Penalty: 743.769653
	Iteration 14Q: 3 clusters Score -136977.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -136983.187500 Penalty: 743.769653
	Iteration 15Q: 3 clusters Score -136983.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -136991.281250 Penalty: 743.769653
	Iteration 16Q: 3 clusters Score -136991.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -137003.109375 Penalty: 743.769653
	Iteration 17Q: 3 clusters Score -137003.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -137014.343750 Penalty: 743.769653
	Iteration 18Q: 3 clusters Score -137014.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -137021.703125 Penalty: 743.769653
	Iteration 19Q: 3 clusters Score -137021.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -137028.875000 Penalty: 743.769653
	Iteration 20F: 3 clusters Score -137028.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -137038.515625 Penalty: 743.769653
	Iteration 21Q: 3 clusters Score -137038.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -137047.843750 Penalty: 743.769653
	Iteration 22Q: 3 clusters Score -137047.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -137058.375000 Penalty: 743.769653
	Iteration 23Q: 3 clusters Score -137058.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -137066.656250 Penalty: 743.769653
	Iteration 24Q: 3 clusters Score -137066.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -137072.718750 Penalty: 743.769653
	Iteration 25Q: 3 clusters Score -137072.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -137082.875000 Penalty: 743.769653
	Iteration 26Q: 3 clusters Score -137082.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -137090.750000 Penalty: 743.769653
	Iteration 27Q: 3 clusters Score -137090.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -137098.046875 Penalty: 743.769653
	Iteration 28Q: 3 clusters Score -137098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -137105.218750 Penalty: 743.769653
	Iteration 29Q: 3 clusters Score -137105.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -137113.250000 Penalty: 743.769653
	Iteration 30Q: 3 clusters Score -137113.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -137121.109375 Penalty: 743.769653
	Iteration 31Q: 3 clusters Score -137121.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -137126.000000 Penalty: 743.769653
	Iteration 32Q: 3 clusters Score -137126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -137128.750000 Penalty: 743.769653
	Iteration 33Q: 3 clusters Score -137128.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -137133.265625 Penalty: 743.769653
	Iteration 34Q: 3 clusters Score -137133.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -137135.781250 Penalty: 743.769653
	Iteration 35Q: 3 clusters Score -137135.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -137137.062500 Penalty: 743.769653
	Iteration 36Q: 3 clusters Score -137137.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -137138.062500 Penalty: 743.769653
	Iteration 37Q: 3 clusters Score -137138.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -137139.296875 Penalty: 743.769653
	Iteration 38Q: 3 clusters Score -137139.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -137141.265625 Penalty: 743.769653
	Iteration 39Q: 3 clusters Score -137141.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -137143.500000 Penalty: 743.769653
	Iteration 40F: 3 clusters Score -137143.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -137144.718750 Penalty: 743.769653
	Iteration 41Q: 3 clusters Score -137144.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -137145.500000 Penalty: 743.769653
	Iteration 42Q: 3 clusters Score -137145.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -137146.203125 Penalty: 743.769653
	Iteration 43Q: 3 clusters Score -137146.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -137146.484375 Penalty: 743.769653
	Iteration 44Q: 3 clusters Score -137146.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -137146.484375 Penalty: 743.769653
	Iteration 45Q: 3 clusters Score -137146.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -137146.484375 Penalty: 743.769653
	Iteration 46F: 3 clusters Score -137146.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Entering Unmasked Estep 
Score: -35857.890625 Penalty: 316.305634
	Iteration 0F: 2 clusters Score -35857.89 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 534 members 
Entering Unmasked Estep 
Score: -35049.429688 Penalty: 632.611267
	Iteration 0F: 3 clusters Score -35049.43 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -35296.468750 Penalty: 632.611267
	Iteration 1F: 3 clusters Score -35296.47 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -35407.941406 Penalty: 632.611267
	Iteration 2F: 3 clusters Score -35407.94 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -35532.761719 Penalty: 632.611267
	Iteration 3F: 3 clusters Score -35532.76 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -35617.585938 Penalty: 632.611267
	Iteration 4F: 3 clusters Score -35617.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -35664.660156 Penalty: 632.611267
	Iteration 5Q: 3 clusters Score -35664.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -35692.667969 Penalty: 632.611267
	Iteration 6Q: 3 clusters Score -35692.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -35703.042969 Penalty: 632.611267
	Iteration 7Q: 3 clusters Score -35703.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -35714.988281 Penalty: 632.611267
	Iteration 8Q: 3 clusters Score -35714.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -35730.960938 Penalty: 632.611267
	Iteration 9Q: 3 clusters Score -35730.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -35739.992188 Penalty: 632.611267
	Iteration 10Q: 3 clusters Score -35739.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -35747.519531 Penalty: 632.611267
	Iteration 11Q: 3 clusters Score -35747.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -35755.066406 Penalty: 632.611267
	Iteration 12Q: 3 clusters Score -35755.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -35761.398438 Penalty: 632.611267
	Iteration 13Q: 3 clusters Score -35761.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -35768.425781 Penalty: 632.611267
	Iteration 14Q: 3 clusters Score -35768.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -35773.484375 Penalty: 632.611267
	Iteration 15Q: 3 clusters Score -35773.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -35779.535156 Penalty: 632.611267
	Iteration 16Q: 3 clusters Score -35779.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -35784.628906 Penalty: 632.611267
	Iteration 17Q: 3 clusters Score -35784.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -35788.343750 Penalty: 632.611267
	Iteration 18Q: 3 clusters Score -35788.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -35790.820312 Penalty: 632.611267
	Iteration 19Q: 3 clusters Score -35790.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -35793.054688 Penalty: 632.611267
	Iteration 20F: 3 clusters Score -35793.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -35797.085938 Penalty: 632.611267
	Iteration 21Q: 3 clusters Score -35797.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -35800.105469 Penalty: 632.611267
	Iteration 22Q: 3 clusters Score -35800.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -35802.832031 Penalty: 632.611267
	Iteration 23Q: 3 clusters Score -35802.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -35804.789062 Penalty: 632.611267
	Iteration 24Q: 3 clusters Score -35804.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -35805.453125 Penalty: 632.611267
	Iteration 25Q: 3 clusters Score -35805.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -35805.597656 Penalty: 632.611267
	Iteration 26Q: 3 clusters Score -35805.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -35805.597656 Penalty: 632.611267
	Iteration 27F: 3 clusters Score -35805.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Entering Unmasked Estep 
Score: -161873.468750 Penalty: 378.235626
	Iteration 0F: 2 clusters Score -161873.5 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 2022 members 
Entering Unmasked Estep 
Score: -159109.250000 Penalty: 756.471252
	Iteration 0F: 3 clusters Score -159109.2 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -160101.859375 Penalty: 756.471252
	Iteration 1F: 3 clusters Score -160101.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -160323.312500 Penalty: 756.471252
	Iteration 2F: 3 clusters Score -160323.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -160544.359375 Penalty: 756.471252
	Iteration 3F: 3 clusters Score -160544.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -160741.359375 Penalty: 756.471252
	Iteration 4F: 3 clusters Score -160741.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -160907.343750 Penalty: 756.471252
	Iteration 5F: 3 clusters Score -160907.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -161028.937500 Penalty: 756.471252
	Iteration 6F: 3 clusters Score -161028.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -161128.140625 Penalty: 756.471252
	Iteration 7Q: 3 clusters Score -161128.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -161191.828125 Penalty: 756.471252
	Iteration 8Q: 3 clusters Score -161191.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -161239.546875 Penalty: 756.471252
	Iteration 9Q: 3 clusters Score -161239.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -161286.984375 Penalty: 756.471252
	Iteration 10Q: 3 clusters Score -161287 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -161317.984375 Penalty: 756.471252
	Iteration 11Q: 3 clusters Score -161318 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -161342.562500 Penalty: 756.471252
	Iteration 12Q: 3 clusters Score -161342.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -161364.765625 Penalty: 756.471252
	Iteration 13Q: 3 clusters Score -161364.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -161395.718750 Penalty: 756.471252
	Iteration 14Q: 3 clusters Score -161395.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -161415.250000 Penalty: 756.471252
	Iteration 15Q: 3 clusters Score -161415.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -161433.125000 Penalty: 756.471252
	Iteration 16Q: 3 clusters Score -161433.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -161447.218750 Penalty: 756.471252
	Iteration 17Q: 3 clusters Score -161447.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -161462.171875 Penalty: 756.471252
	Iteration 18Q: 3 clusters Score -161462.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -161477.296875 Penalty: 756.471252
	Iteration 19Q: 3 clusters Score -161477.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -161496.000000 Penalty: 756.471252
	Iteration 20F: 3 clusters Score -161496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -161517.640625 Penalty: 756.471252
	Iteration 21Q: 3 clusters Score -161517.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -161533.390625 Penalty: 756.471252
	Iteration 22Q: 3 clusters Score -161533.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -161538.453125 Penalty: 756.471252
	Iteration 23Q: 3 clusters Score -161538.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -161541.843750 Penalty: 756.471252
	Iteration 24Q: 3 clusters Score -161541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -161543.437500 Penalty: 756.471252
	Iteration 25Q: 3 clusters Score -161543.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -161545.640625 Penalty: 756.471252
	Iteration 26Q: 3 clusters Score -161545.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -161547.828125 Penalty: 756.471252
	Iteration 27Q: 3 clusters Score -161547.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -161550.937500 Penalty: 756.471252
	Iteration 28Q: 3 clusters Score -161550.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -161554.875000 Penalty: 756.471252
	Iteration 29Q: 3 clusters Score -161554.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -161556.046875 Penalty: 756.471252
	Iteration 30Q: 3 clusters Score -161556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -161556.390625 Penalty: 756.471252
	Iteration 31Q: 3 clusters Score -161556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -161557.078125 Penalty: 756.471252
	Iteration 32Q: 3 clusters Score -161557.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -161557.078125 Penalty: 756.471252
	Iteration 33F: 3 clusters Score -161557.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -47561.113281 Penalty: 329.514771
	Iteration 0F: 2 clusters Score -47561.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -46558.847656 Penalty: 659.029541
	Iteration 0F: 3 clusters Score -46558.85 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -46953.937500 Penalty: 659.029541
	Iteration 1F: 3 clusters Score -46953.94 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -47020.933594 Penalty: 659.029541
	Iteration 2F: 3 clusters Score -47020.93 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -47082.804688 Penalty: 659.029541
	Iteration 3F: 3 clusters Score -47082.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -47128.949219 Penalty: 659.029541
	Iteration 4Q: 3 clusters Score -47128.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -47170.953125 Penalty: 659.029541
	Iteration 5Q: 3 clusters Score -47170.95 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -47221.218750 Penalty: 659.029541
	Iteration 6Q: 3 clusters Score -47221.22 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -47271.273438 Penalty: 659.029541
	Iteration 7Q: 3 clusters Score -47271.27 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -47309.742188 Penalty: 659.029541
	Iteration 8Q: 3 clusters Score -47309.74 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -47343.441406 Penalty: 659.029541
	Iteration 9Q: 3 clusters Score -47343.44 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -47368.753906 Penalty: 659.029541
	Iteration 10Q: 3 clusters Score -47368.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -47379.789062 Penalty: 659.029541
	Iteration 11Q: 3 clusters Score -47379.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -47387.078125 Penalty: 659.029541
	Iteration 12Q: 3 clusters Score -47387.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -47395.039062 Penalty: 659.029541
	Iteration 13Q: 3 clusters Score -47395.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -47399.343750 Penalty: 659.029541
	Iteration 14Q: 3 clusters Score -47399.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -47402.917969 Penalty: 659.029541
	Iteration 15Q: 3 clusters Score -47402.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -47406.007812 Penalty: 659.029541
	Iteration 16Q: 3 clusters Score -47406.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -47407.414062 Penalty: 659.029541
	Iteration 17Q: 3 clusters Score -47407.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -47408.335938 Penalty: 659.029541
	Iteration 18Q: 3 clusters Score -47408.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -47408.566406 Penalty: 659.029541
	Iteration 19Q: 3 clusters Score -47408.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -47408.742188 Penalty: 659.029541
	Iteration 20F: 3 clusters Score -47408.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -61831.019531 Penalty: 333.830627
	Iteration 0F: 2 clusters Score -61831.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -60694.871094 Penalty: 667.661255
	Iteration 0F: 3 clusters Score -60694.87 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -61035.253906 Penalty: 667.661255
	Iteration 1F: 3 clusters Score -61035.25 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -61101.445312 Penalty: 667.661255
	Iteration 2F: 3 clusters Score -61101.45 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -61148.929688 Penalty: 667.661255
	Iteration 3F: 3 clusters Score -61148.93 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -61196.691406 Penalty: 667.661255
	Iteration 4Q: 3 clusters Score -61196.69 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -61240.457031 Penalty: 667.661255
	Iteration 5Q: 3 clusters Score -61240.46 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -61273.875000 Penalty: 667.661255
	Iteration 6Q: 3 clusters Score -61273.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -61302.675781 Penalty: 667.661255
	Iteration 7Q: 3 clusters Score -61302.68 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -61329.570312 Penalty: 667.661255
	Iteration 8Q: 3 clusters Score -61329.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -61346.667969 Penalty: 667.661255
	Iteration 9Q: 3 clusters Score -61346.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -61358.433594 Penalty: 667.661255
	Iteration 10Q: 3 clusters Score -61358.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -61368.660156 Penalty: 667.661255
	Iteration 11Q: 3 clusters Score -61368.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -61383.761719 Penalty: 667.661255
	Iteration 12Q: 3 clusters Score -61383.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -61394.625000 Penalty: 667.661255
	Iteration 13Q: 3 clusters Score -61394.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -61402.386719 Penalty: 667.661255
	Iteration 14Q: 3 clusters Score -61402.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -61413.183594 Penalty: 667.661255
	Iteration 15Q: 3 clusters Score -61413.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -61416.730469 Penalty: 667.661255
	Iteration 16Q: 3 clusters Score -61416.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -61419.179688 Penalty: 667.661255
	Iteration 17Q: 3 clusters Score -61419.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -61420.964844 Penalty: 667.661255
	Iteration 18Q: 3 clusters Score -61420.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -61426.675781 Penalty: 667.661255
	Iteration 19Q: 3 clusters Score -61426.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -61434.062500 Penalty: 667.661255
	Iteration 20F: 3 clusters Score -61434.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -61439.035156 Penalty: 667.661255
	Iteration 21Q: 3 clusters Score -61439.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -61440.167969 Penalty: 667.661255
	Iteration 22Q: 3 clusters Score -61440.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -61440.519531 Penalty: 667.661255
	Iteration 23Q: 3 clusters Score -61440.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -61441.195312 Penalty: 667.661255
	Iteration 24Q: 3 clusters Score -61441.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -61442.234375 Penalty: 667.661255
	Iteration 25Q: 3 clusters Score -61442.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -61443.816406 Penalty: 667.661255
	Iteration 26Q: 3 clusters Score -61443.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -61444.113281 Penalty: 667.661255
	Iteration 27Q: 3 clusters Score -61444.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -61444.113281 Penalty: 667.661255
	Iteration 28F: 3 clusters Score -61444.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 60511 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11984 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 4322 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2517 members 
Mstep: Class 14 contains 29287 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 477636 members 
Mstep: Class 17 contains 6210 members 
Mstep: Class 18 contains 6703 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5335 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 12315 members 
Mstep: Class 26 contains 1632 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14194 members 
Mstep: Class 29 contains 21824 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299584.000000 Penalty: 22114.306641
Iteration 119Q: 37 clusters Score -2.829958e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60490 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12000 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 4325 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2522 members 
Mstep: Class 14 contains 29291 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 477497 members 
Mstep: Class 17 contains 6208 members 
Mstep: Class 18 contains 6709 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5351 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 12324 members 
Mstep: Class 26 contains 1630 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14196 members 
Mstep: Class 29 contains 21971 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299636.000000 Penalty: 22114.306641
Iteration 120F: 37 clusters Score -2.829964e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1676 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60463 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12025 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 4327 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2524 members 
Mstep: Class 14 contains 29295 members 
Mstep: Class 15 contains 1701 members 
Mstep: Class 16 contains 477304 members 
Mstep: Class 17 contains 6199 members 
Mstep: Class 18 contains 6713 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5358 members 
Mstep: Class 22 contains 1385 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1110 members 
Mstep: Class 25 contains 12329 members 
Mstep: Class 26 contains 1626 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14198 members 
Mstep: Class 29 contains 22103 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1392 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299678.000000 Penalty: 22114.306641
Iteration 121Q: 37 clusters Score -2.829968e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1676 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60435 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12046 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 5037 members 
Mstep: Class 11 contains 4324 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2523 members 
Mstep: Class 14 contains 29297 members 
Mstep: Class 15 contains 1704 members 
Mstep: Class 16 contains 477118 members 
Mstep: Class 17 contains 6195 members 
Mstep: Class 18 contains 6719 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5361 members 
Mstep: Class 22 contains 1395 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 12335 members 
Mstep: Class 26 contains 1628 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14220 members 
Mstep: Class 29 contains 22238 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1387 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299640.000000 Penalty: 22114.306641
Iteration 122Q: 37 clusters Score -2.829964e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60401 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12072 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 5036 members 
Mstep: Class 11 contains 4329 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2526 members 
Mstep: Class 14 contains 29306 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 476920 members 
Mstep: Class 17 contains 6194 members 
Mstep: Class 18 contains 6727 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5373 members 
Mstep: Class 22 contains 1407 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 12334 members 
Mstep: Class 26 contains 1634 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14235 members 
Mstep: Class 29 contains 22378 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1384 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299698.000000 Penalty: 22114.306641
Iteration 123Q: 37 clusters Score -2.82997e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60368 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12100 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 5036 members 
Mstep: Class 11 contains 4336 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2528 members 
Mstep: Class 14 contains 29315 members 
Mstep: Class 15 contains 1710 members 
Mstep: Class 16 contains 476737 members 
Mstep: Class 17 contains 6195 members 
Mstep: Class 18 contains 6732 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5380 members 
Mstep: Class 22 contains 1414 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12334 members 
Mstep: Class 26 contains 1634 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14254 members 
Mstep: Class 29 contains 22513 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1383 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299790.000000 Penalty: 22114.306641
Iteration 124Q: 37 clusters Score -2.829979e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60346 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2503 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12132 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 5038 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 29324 members 
Mstep: Class 15 contains 1715 members 
Mstep: Class 16 contains 476572 members 
Mstep: Class 17 contains 6189 members 
Mstep: Class 18 contains 6739 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 1421 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12336 members 
Mstep: Class 26 contains 1626 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14261 members 
Mstep: Class 29 contains 22628 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1383 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299736.000000 Penalty: 22114.306641
Iteration 125Q: 37 clusters Score -2.829974e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60329 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12169 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 4344 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2534 members 
Mstep: Class 14 contains 29327 members 
Mstep: Class 15 contains 1722 members 
Mstep: Class 16 contains 476402 members 
Mstep: Class 17 contains 6185 members 
Mstep: Class 18 contains 6742 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5401 members 
Mstep: Class 22 contains 1430 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12337 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14267 members 
Mstep: Class 29 contains 22739 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1384 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299768.000000 Penalty: 22114.306641
Iteration 126Q: 37 clusters Score -2.829977e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60305 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2493 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12199 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 4348 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 29330 members 
Mstep: Class 15 contains 1728 members 
Mstep: Class 16 contains 476226 members 
Mstep: Class 17 contains 6182 members 
Mstep: Class 18 contains 6745 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 1434 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 12335 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14296 members 
Mstep: Class 29 contains 22861 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299746.000000 Penalty: 22114.306641
Iteration 127Q: 37 clusters Score -2.829975e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60283 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2483 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12234 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 29332 members 
Mstep: Class 15 contains 1733 members 
Mstep: Class 16 contains 476036 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 6749 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5417 members 
Mstep: Class 22 contains 1435 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 12334 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14326 members 
Mstep: Class 29 contains 22988 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299740.000000 Penalty: 22114.306641
Iteration 128Q: 37 clusters Score -2.829974e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60259 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2478 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12286 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 29333 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 475839 members 
Mstep: Class 17 contains 6176 members 
Mstep: Class 18 contains 6747 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5426 members 
Mstep: Class 22 contains 1440 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 12331 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14358 members 
Mstep: Class 29 contains 23111 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1387 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299756.000000 Penalty: 22114.306641
Iteration 129Q: 37 clusters Score -2.829976e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60229 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2477 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12334 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5064 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2544 members 
Mstep: Class 14 contains 29329 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 475659 members 
Mstep: Class 17 contains 6175 members 
Mstep: Class 18 contains 6754 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5433 members 
Mstep: Class 22 contains 1445 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 12328 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14385 members 
Mstep: Class 29 contains 23223 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1387 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299726.000000 Penalty: 22114.306641
Iteration 130Q: 37 clusters Score -2.829973e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60204 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2475 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12380 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5071 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 29325 members 
Mstep: Class 15 contains 1749 members 
Mstep: Class 16 contains 475507 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 6754 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5442 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 12329 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14401 members 
Mstep: Class 29 contains 23317 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1387 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299698.000000 Penalty: 22114.306641
Iteration 131Q: 37 clusters Score -2.82997e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60184 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2472 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12418 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 29326 members 
Mstep: Class 15 contains 1749 members 
Mstep: Class 16 contains 475369 members 
Mstep: Class 17 contains 6171 members 
Mstep: Class 18 contains 6754 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5454 members 
Mstep: Class 22 contains 1451 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12329 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14419 members 
Mstep: Class 29 contains 23404 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299668.000000 Penalty: 22114.306641
Iteration 132Q: 37 clusters Score -2.829967e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60167 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2467 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12449 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5079 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2551 members 
Mstep: Class 14 contains 29327 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 475229 members 
Mstep: Class 17 contains 6170 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5457 members 
Mstep: Class 22 contains 1451 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12328 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14433 members 
Mstep: Class 29 contains 23511 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1387 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299626.000000 Penalty: 22114.306641
Iteration 133Q: 37 clusters Score -2.829963e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60151 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2464 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12483 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 4355 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 14 contains 29331 members 
Mstep: Class 15 contains 1757 members 
Mstep: Class 16 contains 475084 members 
Mstep: Class 17 contains 6167 members 
Mstep: Class 18 contains 6758 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5462 members 
Mstep: Class 22 contains 1452 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12324 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14440 members 
Mstep: Class 29 contains 23621 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299598.000000 Penalty: 22114.306641
Iteration 134Q: 37 clusters Score -2.82996e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60138 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2460 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12515 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 4357 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2553 members 
Mstep: Class 14 contains 29330 members 
Mstep: Class 15 contains 1762 members 
Mstep: Class 16 contains 474963 members 
Mstep: Class 17 contains 6159 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5464 members 
Mstep: Class 22 contains 1456 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12324 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14444 members 
Mstep: Class 29 contains 23720 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299594.000000 Penalty: 22114.306641
Iteration 135Q: 37 clusters Score -2.829959e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60128 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2454 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12542 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 4357 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 29332 members 
Mstep: Class 15 contains 1771 members 
Mstep: Class 16 contains 474831 members 
Mstep: Class 17 contains 6156 members 
Mstep: Class 18 contains 6757 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5471 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12324 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14446 members 
Mstep: Class 29 contains 23819 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299588.000000 Penalty: 22114.306641
Iteration 136Q: 37 clusters Score -2.829959e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60116 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2454 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12569 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 4357 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 29329 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 474702 members 
Mstep: Class 17 contains 6153 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5478 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12324 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14449 members 
Mstep: Class 29 contains 23918 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299566.000000 Penalty: 22114.306641
Iteration 137Q: 37 clusters Score -2.829957e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60105 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2453 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12600 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 5082 members 
Mstep: Class 11 contains 4357 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 29327 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 474568 members 
Mstep: Class 17 contains 6151 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5485 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 12324 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14449 members 
Mstep: Class 29 contains 24029 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299526.000000 Penalty: 22114.306641
Iteration 138Q: 37 clusters Score -2.829953e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60094 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2453 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12636 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 4357 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 29323 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 474438 members 
Mstep: Class 17 contains 6148 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1468 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 12323 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14456 members 
Mstep: Class 29 contains 24129 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299494.000000 Penalty: 22114.306641
Iteration 139Q: 37 clusters Score -2.829949e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60089 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2453 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12683 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 5085 members 
Mstep: Class 11 contains 4358 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 29317 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 474296 members 
Mstep: Class 17 contains 6146 members 
Mstep: Class 18 contains 6752 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5497 members 
Mstep: Class 22 contains 1472 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 12323 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14465 members 
Mstep: Class 29 contains 24216 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299430.000000 Penalty: 22114.306641
Iteration 140F: 37 clusters Score -2.829943e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60083 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2453 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12726 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5089 members 
Mstep: Class 11 contains 4361 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 29312 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 474117 members 
Mstep: Class 17 contains 6144 members 
Mstep: Class 18 contains 6754 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 1475 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 12323 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14474 members 
Mstep: Class 29 contains 24339 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299424.000000 Penalty: 22114.306641
Iteration 141Q: 37 clusters Score -2.829942e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60077 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2453 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12768 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5091 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 29309 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 473947 members 
Mstep: Class 17 contains 6139 members 
Mstep: Class 18 contains 6759 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5506 members 
Mstep: Class 22 contains 1479 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 12325 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14482 members 
Mstep: Class 29 contains 24457 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299432.000000 Penalty: 22114.306641
Iteration 142Q: 37 clusters Score -2.829943e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60071 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2454 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12808 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5089 members 
Mstep: Class 11 contains 4363 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 29307 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 473787 members 
Mstep: Class 17 contains 6133 members 
Mstep: Class 18 contains 6759 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5508 members 
Mstep: Class 22 contains 1483 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 12328 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14493 members 
Mstep: Class 29 contains 24573 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299346.000000 Penalty: 22114.306641
Iteration 143Q: 37 clusters Score -2.829935e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60067 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2455 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12857 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5088 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 29304 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 473602 members 
Mstep: Class 17 contains 6127 members 
Mstep: Class 18 contains 6757 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5511 members 
Mstep: Class 22 contains 1489 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 12331 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14502 members 
Mstep: Class 29 contains 24700 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1387 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299360.000000 Penalty: 22114.306641
Iteration 144Q: 37 clusters Score -2.829936e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60054 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2455 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12911 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5088 members 
Mstep: Class 11 contains 4367 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 14 contains 29303 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 473414 members 
Mstep: Class 17 contains 6116 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5518 members 
Mstep: Class 22 contains 1496 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 12329 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14512 members 
Mstep: Class 29 contains 24833 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1387 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299348.000000 Penalty: 22114.306641
Iteration 145Q: 37 clusters Score -2.829935e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60038 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2455 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12965 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 5091 members 
Mstep: Class 11 contains 4374 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29301 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 473228 members 
Mstep: Class 17 contains 6099 members 
Mstep: Class 18 contains 6755 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5527 members 
Mstep: Class 22 contains 1503 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 12329 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14521 members 
Mstep: Class 29 contains 24963 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1387 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299356.000000 Penalty: 22114.306641
Iteration 146Q: 37 clusters Score -2.829936e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60021 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2455 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13026 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 5092 members 
Mstep: Class 11 contains 4379 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29297 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 473029 members 
Mstep: Class 17 contains 6081 members 
Mstep: Class 18 contains 6760 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5535 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 12331 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14524 members 
Mstep: Class 29 contains 25105 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1387 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299396.000000 Penalty: 22114.306641
Iteration 147Q: 37 clusters Score -2.82994e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60011 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2455 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13077 members 
Mstep: Class 9 contains 635 members 
Mstep: Class 10 contains 5093 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29292 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 472840 members 
Mstep: Class 17 contains 6062 members 
Mstep: Class 18 contains 6768 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5541 members 
Mstep: Class 22 contains 1525 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 12330 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14522 members 
Mstep: Class 29 contains 25249 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299270.000000 Penalty: 22114.306641
Iteration 148Q: 37 clusters Score -2.829927e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 60004 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2453 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13130 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 5096 members 
Mstep: Class 11 contains 4382 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29288 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 472650 members 
Mstep: Class 17 contains 6038 members 
Mstep: Class 18 contains 6773 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5548 members 
Mstep: Class 22 contains 1537 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 12327 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14519 members 
Mstep: Class 29 contains 25402 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299140.000000 Penalty: 22114.306641
Iteration 149Q: 37 clusters Score -2.829914e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59996 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2455 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13185 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 5096 members 
Mstep: Class 11 contains 4382 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29286 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 472476 members 
Mstep: Class 17 contains 6017 members 
Mstep: Class 18 contains 6777 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5547 members 
Mstep: Class 22 contains 1546 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 12328 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14522 members 
Mstep: Class 29 contains 25533 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299118.000000 Penalty: 22114.306641
Iteration 150Q: 37 clusters Score -2.829912e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59988 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2456 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13241 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29283 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 472298 members 
Mstep: Class 17 contains 5997 members 
Mstep: Class 18 contains 6781 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5552 members 
Mstep: Class 22 contains 1557 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 12328 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14519 members 
Mstep: Class 29 contains 25665 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299102.000000 Penalty: 22114.306641
Iteration 151Q: 37 clusters Score -2.82991e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59981 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2456 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13292 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 5094 members 
Mstep: Class 11 contains 4384 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29283 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 472087 members 
Mstep: Class 17 contains 5976 members 
Mstep: Class 18 contains 6786 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5561 members 
Mstep: Class 22 contains 1568 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 12331 members 
Mstep: Class 26 contains 1617 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14519 members 
Mstep: Class 29 contains 25826 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298990.000000 Penalty: 22114.306641
Iteration 152Q: 37 clusters Score -2.829899e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59968 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2456 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13342 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 5090 members 
Mstep: Class 11 contains 4380 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29281 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 471865 members 
Mstep: Class 17 contains 5964 members 
Mstep: Class 18 contains 6798 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5574 members 
Mstep: Class 22 contains 1574 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 12331 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14532 members 
Mstep: Class 29 contains 25988 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298900.000000 Penalty: 22114.306641
Iteration 153Q: 37 clusters Score -2.82989e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59955 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2456 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13394 members 
Mstep: Class 9 contains 639 members 
Mstep: Class 10 contains 5089 members 
Mstep: Class 11 contains 4374 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29276 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 471669 members 
Mstep: Class 17 contains 5952 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5581 members 
Mstep: Class 22 contains 1581 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 12330 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14546 members 
Mstep: Class 29 contains 26132 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298850.000000 Penalty: 22114.306641
Iteration 154Q: 37 clusters Score -2.829885e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59941 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2457 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13454 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 5085 members 
Mstep: Class 11 contains 4371 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29273 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 471459 members 
Mstep: Class 17 contains 5943 members 
Mstep: Class 18 contains 6809 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5591 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12328 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14552 members 
Mstep: Class 29 contains 26281 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298772.000000 Penalty: 22114.306641
Iteration 155Q: 37 clusters Score -2.829877e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59927 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2458 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13510 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 4366 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29275 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 471250 members 
Mstep: Class 17 contains 5935 members 
Mstep: Class 18 contains 6817 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5600 members 
Mstep: Class 22 contains 1597 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12327 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14570 members 
Mstep: Class 29 contains 26416 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298722.000000 Penalty: 22114.306641
Iteration 156Q: 37 clusters Score -2.829872e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59918 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2458 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13575 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 5087 members 
Mstep: Class 11 contains 4367 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29277 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 471045 members 
Mstep: Class 17 contains 5931 members 
Mstep: Class 18 contains 6818 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5608 members 
Mstep: Class 22 contains 1606 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12325 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14572 members 
Mstep: Class 29 contains 26546 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298628.000000 Penalty: 22114.306641
Iteration 157Q: 37 clusters Score -2.829863e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59905 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2459 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13630 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 5088 members 
Mstep: Class 11 contains 4367 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29273 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 470845 members 
Mstep: Class 17 contains 5926 members 
Mstep: Class 18 contains 6823 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5612 members 
Mstep: Class 22 contains 1613 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12325 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14584 members 
Mstep: Class 29 contains 26682 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298530.000000 Penalty: 22114.306641
Iteration 158Q: 37 clusters Score -2.829853e+07 nChanged 354
Entering ConstructFrom: 
Score: -28298530.000000 Penalty: 22114.306641
Entering ConstructFrom: 
Trying to split cluster 1 (3572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Entering Unmasked Estep 
Score: -138972.562500 Penalty: 372.230072
	Iteration 0F: 2 clusters Score -138972.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -136543.625000 Penalty: 744.460144
	Iteration 0F: 3 clusters Score -136543.6 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -137431.968750 Penalty: 744.460144
	Iteration 1F: 3 clusters Score -137432 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -137576.937500 Penalty: 744.460144
	Iteration 2F: 3 clusters Score -137576.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -137745.828125 Penalty: 744.460144
	Iteration 3F: 3 clusters Score -137745.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -137945.515625 Penalty: 744.460144
	Iteration 4F: 3 clusters Score -137945.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -138197.671875 Penalty: 744.460144
	Iteration 5F: 3 clusters Score -138197.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -138429.468750 Penalty: 744.460144
	Iteration 6F: 3 clusters Score -138429.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -138628.656250 Penalty: 744.460144
	Iteration 7F: 3 clusters Score -138628.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -138723.484375 Penalty: 744.460144
	Iteration 8Q: 3 clusters Score -138723.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -138759.093750 Penalty: 744.460144
	Iteration 9Q: 3 clusters Score -138759.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -138777.687500 Penalty: 744.460144
	Iteration 10Q: 3 clusters Score -138777.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -138788.203125 Penalty: 744.460144
	Iteration 11Q: 3 clusters Score -138788.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -138795.390625 Penalty: 744.460144
	Iteration 12Q: 3 clusters Score -138795.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -138803.796875 Penalty: 744.460144
	Iteration 13Q: 3 clusters Score -138803.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -138809.484375 Penalty: 744.460144
	Iteration 14Q: 3 clusters Score -138809.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -138813.296875 Penalty: 744.460144
	Iteration 15Q: 3 clusters Score -138813.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -138815.671875 Penalty: 744.460144
	Iteration 16Q: 3 clusters Score -138815.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -138817.468750 Penalty: 744.460144
	Iteration 17Q: 3 clusters Score -138817.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -138818.671875 Penalty: 744.460144
	Iteration 18Q: 3 clusters Score -138818.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -138820.625000 Penalty: 744.460144
	Iteration 19Q: 3 clusters Score -138820.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -138821.421875 Penalty: 744.460144
	Iteration 20F: 3 clusters Score -138821.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -138821.671875 Penalty: 744.460144
	Iteration 21Q: 3 clusters Score -138821.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -138821.671875 Penalty: 744.460144
	Iteration 22F: 3 clusters Score -138821.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -57135.515625 Penalty: 337.880890
	Iteration 0F: 2 clusters Score -57135.52 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 793 members 
Entering Unmasked Estep 
Score: -55883.929688 Penalty: 675.761780
	Iteration 0F: 3 clusters Score -55883.93 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -56367.812500 Penalty: 675.761780
	Iteration 1F: 3 clusters Score -56367.81 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -56534.605469 Penalty: 675.761780
	Iteration 2F: 3 clusters Score -56534.61 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -56666.050781 Penalty: 675.761780
	Iteration 3F: 3 clusters Score -56666.05 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -56768.269531 Penalty: 675.761780
	Iteration 4F: 3 clusters Score -56768.27 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -56838.160156 Penalty: 675.761780
	Iteration 5Q: 3 clusters Score -56838.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56886.683594 Penalty: 675.761780
	Iteration 6Q: 3 clusters Score -56886.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56923.765625 Penalty: 675.761780
	Iteration 7Q: 3 clusters Score -56923.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56961.050781 Penalty: 675.761780
	Iteration 8Q: 3 clusters Score -56961.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -56979.242188 Penalty: 675.761780
	Iteration 9Q: 3 clusters Score -56979.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56997.113281 Penalty: 675.761780
	Iteration 10Q: 3 clusters Score -56997.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57019.722656 Penalty: 675.761780
	Iteration 11Q: 3 clusters Score -57019.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57061.218750 Penalty: 675.761780
	Iteration 12Q: 3 clusters Score -57061.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57081.769531 Penalty: 675.761780
	Iteration 13Q: 3 clusters Score -57081.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57091.750000 Penalty: 675.761780
	Iteration 14Q: 3 clusters Score -57091.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57098.089844 Penalty: 675.761780
	Iteration 15Q: 3 clusters Score -57098.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57102.792969 Penalty: 675.761780
	Iteration 16Q: 3 clusters Score -57102.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57108.054688 Penalty: 675.761780
	Iteration 17Q: 3 clusters Score -57108.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57110.367188 Penalty: 675.761780
	Iteration 18Q: 3 clusters Score -57110.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57111.851562 Penalty: 675.761780
	Iteration 19Q: 3 clusters Score -57111.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57113.109375 Penalty: 675.761780
	Iteration 20F: 3 clusters Score -57113.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -57114.980469 Penalty: 675.761780
	Iteration 21Q: 3 clusters Score -57114.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57115.164062 Penalty: 675.761780
	Iteration 22Q: 3 clusters Score -57115.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57115.164062 Penalty: 675.761780
	Iteration 23F: 3 clusters Score -57115.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Entering Unmasked Estep 
Score: -96184.242188 Penalty: 360.429871
	Iteration 0F: 2 clusters Score -96184.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -94307.562500 Penalty: 720.859741
	Iteration 0F: 3 clusters Score -94307.56 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -95330.031250 Penalty: 720.859741
	Iteration 1F: 3 clusters Score -95330.03 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -95703.500000 Penalty: 720.859741
	Iteration 2F: 3 clusters Score -95703.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -95927.226562 Penalty: 720.859741
	Iteration 3F: 3 clusters Score -95927.23 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -96054.734375 Penalty: 720.859741
	Iteration 4F: 3 clusters Score -96054.73 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -96112.226562 Penalty: 720.859741
	Iteration 5Q: 3 clusters Score -96112.23 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -96161.343750 Penalty: 720.859741
	Iteration 6Q: 3 clusters Score -96161.34 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -96225.687500 Penalty: 720.859741
	Iteration 7Q: 3 clusters Score -96225.69 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -96261.226562 Penalty: 720.859741
	Iteration 8Q: 3 clusters Score -96261.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -96276.671875 Penalty: 720.859741
	Iteration 9Q: 3 clusters Score -96276.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -96282.085938 Penalty: 720.859741
	Iteration 10Q: 3 clusters Score -96282.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -96284.492188 Penalty: 720.859741
	Iteration 11Q: 3 clusters Score -96284.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -96285.835938 Penalty: 720.859741
	Iteration 12Q: 3 clusters Score -96285.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -96287.023438 Penalty: 720.859741
	Iteration 13Q: 3 clusters Score -96287.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -96287.742188 Penalty: 720.859741
	Iteration 14Q: 3 clusters Score -96287.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -96288.046875 Penalty: 720.859741
	Iteration 15Q: 3 clusters Score -96288.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -96288.695312 Penalty: 720.859741
	Iteration 16Q: 3 clusters Score -96288.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -96289.320312 Penalty: 720.859741
	Iteration 17Q: 3 clusters Score -96289.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -96289.632812 Penalty: 720.859741
	Iteration 18Q: 3 clusters Score -96289.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -96290.492188 Penalty: 720.859741
	Iteration 19Q: 3 clusters Score -96290.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -96291.007812 Penalty: 720.859741
	Iteration 20F: 3 clusters Score -96291.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -96291.554688 Penalty: 720.859741
	Iteration 21Q: 3 clusters Score -96291.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -96292.242188 Penalty: 720.859741
	Iteration 22Q: 3 clusters Score -96292.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -96293.671875 Penalty: 720.859741
	Iteration 23Q: 3 clusters Score -96293.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -96293.937500 Penalty: 720.859741
	Iteration 24Q: 3 clusters Score -96293.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -96293.960938 Penalty: 720.859741
	Iteration 25Q: 3 clusters Score -96293.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -96293.960938 Penalty: 720.859741
	Iteration 26F: 3 clusters Score -96293.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 59890 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2459 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13701 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 5089 members 
Mstep: Class 11 contains 4366 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29273 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 470649 members 
Mstep: Class 17 contains 5924 members 
Mstep: Class 18 contains 6827 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5614 members 
Mstep: Class 22 contains 1616 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12328 members 
Mstep: Class 26 contains 1621 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14585 members 
Mstep: Class 29 contains 26810 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1384 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 624 members 
Entering Unmasked Estep 
Score: -28298348.000000 Penalty: 22728.593750
Splitting cluster 3 changes total score from -28298530.000000 to -28298348.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (59890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59890 members 
Entering Unmasked Estep 
Score: -2414931.500000 Penalty: 500.512054
	Iteration 0F: 2 clusters Score -2414932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -2374475.250000 Penalty: 1001.024109
	Iteration 0F: 3 clusters Score -2374475 nChanged 29111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -2392706.000000 Penalty: 1001.024109
	Iteration 1F: 3 clusters Score -2392706 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2394601.500000 Penalty: 1001.024109
	Iteration 2F: 3 clusters Score -2394602 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2397463.250000 Penalty: 1001.024109
	Iteration 3F: 3 clusters Score -2397463 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2401127.750000 Penalty: 1001.024109
	Iteration 4F: 3 clusters Score -2401128 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2404932.250000 Penalty: 1001.024109
	Iteration 5F: 3 clusters Score -2404932 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2408311.500000 Penalty: 1001.024109
	Iteration 6F: 3 clusters Score -2408312 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2410882.000000 Penalty: 1001.024109
	Iteration 7Q: 3 clusters Score -2410882 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2412532.000000 Penalty: 1001.024109
	Iteration 8Q: 3 clusters Score -2412532 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2413390.000000 Penalty: 1001.024109
	Iteration 9Q: 3 clusters Score -2413390 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57069 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2413859.000000 Penalty: 1001.024109
	Iteration 10Q: 3 clusters Score -2413859 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57552 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2414135.750000 Penalty: 1001.024109
	Iteration 11Q: 3 clusters Score -2414136 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57913 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2414322.500000 Penalty: 1001.024109
	Iteration 12Q: 3 clusters Score -2414322 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2414464.000000 Penalty: 1001.024109
	Iteration 13Q: 3 clusters Score -2414464 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2414571.750000 Penalty: 1001.024109
	Iteration 14Q: 3 clusters Score -2414572 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2414642.750000 Penalty: 1001.024109
	Iteration 15Q: 3 clusters Score -2414643 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2414683.750000 Penalty: 1001.024109
	Iteration 16Q: 3 clusters Score -2414684 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58805 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2414710.000000 Penalty: 1001.024109
	Iteration 17Q: 3 clusters Score -2414710 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2414734.750000 Penalty: 1001.024109
	Iteration 18Q: 3 clusters Score -2414735 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2414754.500000 Penalty: 1001.024109
	Iteration 19Q: 3 clusters Score -2414754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2414759.750000 Penalty: 1001.024109
	Iteration 20F: 3 clusters Score -2414760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59000 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2414759.500000 Penalty: 1001.024109
	Iteration 21Q: 3 clusters Score -2414760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2414767.750000 Penalty: 1001.024109
	Iteration 22Q: 3 clusters Score -2414768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59036 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2414772.750000 Penalty: 1001.024109
	Iteration 23Q: 3 clusters Score -2414773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2414776.750000 Penalty: 1001.024109
	Iteration 24Q: 3 clusters Score -2414777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2414779.500000 Penalty: 1001.024109
	Iteration 25Q: 3 clusters Score -2414780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59092 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2414783.000000 Penalty: 1001.024109
	Iteration 26Q: 3 clusters Score -2414783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59114 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2414793.750000 Penalty: 1001.024109
	Iteration 27Q: 3 clusters Score -2414794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2414796.250000 Penalty: 1001.024109
	Iteration 28Q: 3 clusters Score -2414796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2414800.500000 Penalty: 1001.024109
	Iteration 29Q: 3 clusters Score -2414800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2414800.500000 Penalty: 1001.024109
	Iteration 30Q: 3 clusters Score -2414800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2414797.750000 Penalty: 1001.024109
	Iteration 31Q: 3 clusters Score -2414798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2414798.000000 Penalty: 1001.024109
	Iteration 32Q: 3 clusters Score -2414798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59195 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2414799.250000 Penalty: 1001.024109
	Iteration 33Q: 3 clusters Score -2414799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2414800.000000 Penalty: 1001.024109
	Iteration 34Q: 3 clusters Score -2414800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2414801.000000 Penalty: 1001.024109
	Iteration 35Q: 3 clusters Score -2414801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2414802.250000 Penalty: 1001.024109
	Iteration 36Q: 3 clusters Score -2414802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2414802.000000 Penalty: 1001.024109
	Iteration 37Q: 3 clusters Score -2414802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2414802.000000 Penalty: 1001.024109
	Iteration 38F: 3 clusters Score -2414802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Entering Unmasked Estep 
Score: -1016733.062500 Penalty: 463.570648
	Iteration 0F: 2 clusters Score -1016733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -999036.687500 Penalty: 927.141296
	Iteration 0F: 3 clusters Score -999036.7 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1006890.937500 Penalty: 927.141296
	Iteration 1F: 3 clusters Score -1006891 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1007750.187500 Penalty: 927.141296
	Iteration 2F: 3 clusters Score -1007750 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1008825.312500 Penalty: 927.141296
	Iteration 3F: 3 clusters Score -1008825 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1009962.062500 Penalty: 927.141296
	Iteration 4F: 3 clusters Score -1009962 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -1010934.125000 Penalty: 927.141296
	Iteration 5F: 3 clusters Score -1010934 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -1011781.375000 Penalty: 927.141296
	Iteration 6F: 3 clusters Score -1011781 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -1012512.312500 Penalty: 927.141296
	Iteration 7Q: 3 clusters Score -1012512 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -1013111.500000 Penalty: 927.141296
	Iteration 8Q: 3 clusters Score -1013112 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -1013565.062500 Penalty: 927.141296
	Iteration 9Q: 3 clusters Score -1013565 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -1013947.062500 Penalty: 927.141296
	Iteration 10Q: 3 clusters Score -1013947 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -1014290.187500 Penalty: 927.141296
	Iteration 11Q: 3 clusters Score -1014290 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -1014597.937500 Penalty: 927.141296
	Iteration 12Q: 3 clusters Score -1014598 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -1014882.500000 Penalty: 927.141296
	Iteration 13Q: 3 clusters Score -1014882 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -1015137.687500 Penalty: 927.141296
	Iteration 14Q: 3 clusters Score -1015138 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -1015397.062500 Penalty: 927.141296
	Iteration 15Q: 3 clusters Score -1015397 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -1015630.062500 Penalty: 927.141296
	Iteration 16Q: 3 clusters Score -1015630 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -1015885.812500 Penalty: 927.141296
	Iteration 17Q: 3 clusters Score -1015886 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -1016136.750000 Penalty: 927.141296
	Iteration 18Q: 3 clusters Score -1016137 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -1016315.812500 Penalty: 927.141296
	Iteration 19Q: 3 clusters Score -1016316 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -1016386.875000 Penalty: 927.141296
	Iteration 20F: 3 clusters Score -1016387 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -1016421.375000 Penalty: 927.141296
	Iteration 21Q: 3 clusters Score -1016421 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -1016443.875000 Penalty: 927.141296
	Iteration 22Q: 3 clusters Score -1016444 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -1016467.125000 Penalty: 927.141296
	Iteration 23Q: 3 clusters Score -1016467 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -1016482.625000 Penalty: 927.141296
	Iteration 24Q: 3 clusters Score -1016483 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -1016497.062500 Penalty: 927.141296
	Iteration 25Q: 3 clusters Score -1016497 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -1016510.187500 Penalty: 927.141296
	Iteration 26Q: 3 clusters Score -1016510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -1016522.437500 Penalty: 927.141296
	Iteration 27Q: 3 clusters Score -1016522 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -1016536.812500 Penalty: 927.141296
	Iteration 28Q: 3 clusters Score -1016537 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -1016540.750000 Penalty: 927.141296
	Iteration 29Q: 3 clusters Score -1016541 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -1016549.875000 Penalty: 927.141296
	Iteration 30Q: 3 clusters Score -1016550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -1016553.875000 Penalty: 927.141296
	Iteration 31Q: 3 clusters Score -1016554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -1016555.250000 Penalty: 927.141296
	Iteration 32Q: 3 clusters Score -1016555 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -1016560.875000 Penalty: 927.141296
	Iteration 33Q: 3 clusters Score -1016561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -1016565.250000 Penalty: 927.141296
	Iteration 34Q: 3 clusters Score -1016565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -1016570.062500 Penalty: 927.141296
	Iteration 35Q: 3 clusters Score -1016570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -1016570.375000 Penalty: 927.141296
	Iteration 36Q: 3 clusters Score -1016570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -1016572.062500 Penalty: 927.141296
	Iteration 37Q: 3 clusters Score -1016572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -1016572.437500 Penalty: 927.141296
	Iteration 38Q: 3 clusters Score -1016572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -1016575.937500 Penalty: 927.141296
	Iteration 39Q: 3 clusters Score -1016576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -1016575.312500 Penalty: 927.141296
	Iteration 40F: 3 clusters Score -1016575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -1016576.062500 Penalty: 927.141296
	Iteration 41Q: 3 clusters Score -1016576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -1016576.312500 Penalty: 927.141296
	Iteration 42Q: 3 clusters Score -1016576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -1016578.125000 Penalty: 927.141296
	Iteration 43Q: 3 clusters Score -1016578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -1016579.500000 Penalty: 927.141296
	Iteration 44Q: 3 clusters Score -1016580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -1016581.125000 Penalty: 927.141296
	Iteration 45Q: 3 clusters Score -1016581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -1016583.187500 Penalty: 927.141296
	Iteration 46Q: 3 clusters Score -1016583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -1016585.125000 Penalty: 927.141296
	Iteration 47Q: 3 clusters Score -1016585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -1016586.437500 Penalty: 927.141296
	Iteration 48Q: 3 clusters Score -1016586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -1016587.812500 Penalty: 927.141296
	Iteration 49Q: 3 clusters Score -1016588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -1016589.875000 Penalty: 927.141296
	Iteration 50Q: 3 clusters Score -1016590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -1016590.187500 Penalty: 927.141296
	Iteration 51Q: 3 clusters Score -1016590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -1016590.250000 Penalty: 927.141296
	Iteration 52Q: 3 clusters Score -1016590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -1016588.687500 Penalty: 927.141296
	Iteration 53Q: 3 clusters Score -1016589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -1016590.437500 Penalty: 927.141296
	Iteration 54Q: 3 clusters Score -1016590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -1016591.562500 Penalty: 927.141296
	Iteration 55Q: 3 clusters Score -1016592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -1016590.562500 Penalty: 927.141296
	Iteration 56Q: 3 clusters Score -1016591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -1016590.250000 Penalty: 927.141296
	Iteration 57Q: 3 clusters Score -1016590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -1016592.000000 Penalty: 927.141296
	Iteration 58Q: 3 clusters Score -1016592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -1016591.687500 Penalty: 927.141296
	Iteration 59Q: 3 clusters Score -1016592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -1016591.312500 Penalty: 927.141296
	Iteration 60F: 3 clusters Score -1016591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Entering Unmasked Estep 
Score: -95746.648438 Penalty: 355.241699
	Iteration 0F: 2 clusters Score -95746.65 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 1243 members 
Entering Unmasked Estep 
Score: -94032.312500 Penalty: 710.483398
	Iteration 0F: 3 clusters Score -94032.31 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -94610.750000 Penalty: 710.483398
	Iteration 1F: 3 clusters Score -94610.75 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -94693.851562 Penalty: 710.483398
	Iteration 2F: 3 clusters Score -94693.85 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -94770.210938 Penalty: 710.483398
	Iteration 3F: 3 clusters Score -94770.21 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -94831.187500 Penalty: 710.483398
	Iteration 4Q: 3 clusters Score -94831.19 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -94882.156250 Penalty: 710.483398
	Iteration 5Q: 3 clusters Score -94882.16 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -94969.726562 Penalty: 710.483398
	Iteration 6Q: 3 clusters Score -94969.73 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -95058.984375 Penalty: 710.483398
	Iteration 7Q: 3 clusters Score -95058.98 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -95149.281250 Penalty: 710.483398
	Iteration 8Q: 3 clusters Score -95149.28 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -95216.132812 Penalty: 710.483398
	Iteration 9Q: 3 clusters Score -95216.13 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -95264.773438 Penalty: 710.483398
	Iteration 10Q: 3 clusters Score -95264.77 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -95292.148438 Penalty: 710.483398
	Iteration 11Q: 3 clusters Score -95292.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -95308.203125 Penalty: 710.483398
	Iteration 12Q: 3 clusters Score -95308.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -95319.695312 Penalty: 710.483398
	Iteration 13Q: 3 clusters Score -95319.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -95343.656250 Penalty: 710.483398
	Iteration 14Q: 3 clusters Score -95343.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -95364.945312 Penalty: 710.483398
	Iteration 15Q: 3 clusters Score -95364.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -95383.609375 Penalty: 710.483398
	Iteration 16Q: 3 clusters Score -95383.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -95391.414062 Penalty: 710.483398
	Iteration 17Q: 3 clusters Score -95391.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -95393.976562 Penalty: 710.483398
	Iteration 18Q: 3 clusters Score -95393.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -95395.625000 Penalty: 710.483398
	Iteration 19Q: 3 clusters Score -95395.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -95397.218750 Penalty: 710.483398
	Iteration 20F: 3 clusters Score -95397.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -95398.820312 Penalty: 710.483398
	Iteration 21Q: 3 clusters Score -95398.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -95400.070312 Penalty: 710.483398
	Iteration 22Q: 3 clusters Score -95400.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -95400.570312 Penalty: 710.483398
	Iteration 23Q: 3 clusters Score -95400.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -95400.687500 Penalty: 710.483398
	Iteration 24Q: 3 clusters Score -95400.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -95400.882812 Penalty: 710.483398
	Iteration 25Q: 3 clusters Score -95400.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -95400.882812 Penalty: 710.483398
	Iteration 26F: 3 clusters Score -95400.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Entering Unmasked Estep 
Score: -140709.265625 Penalty: 371.730591
	Iteration 0F: 2 clusters Score -140709.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -138229.078125 Penalty: 743.461182
	Iteration 0F: 3 clusters Score -138229.1 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -139094.906250 Penalty: 743.461182
	Iteration 1F: 3 clusters Score -139094.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -139241.187500 Penalty: 743.461182
	Iteration 2F: 3 clusters Score -139241.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -139449.296875 Penalty: 743.461182
	Iteration 3F: 3 clusters Score -139449.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -139725.421875 Penalty: 743.461182
	Iteration 4F: 3 clusters Score -139725.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -140016.656250 Penalty: 743.461182
	Iteration 5F: 3 clusters Score -140016.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -140238.671875 Penalty: 743.461182
	Iteration 6F: 3 clusters Score -140238.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -140377.031250 Penalty: 743.461182
	Iteration 7Q: 3 clusters Score -140377 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -140476.343750 Penalty: 743.461182
	Iteration 8Q: 3 clusters Score -140476.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -140542.890625 Penalty: 743.461182
	Iteration 9Q: 3 clusters Score -140542.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -140575.125000 Penalty: 743.461182
	Iteration 10Q: 3 clusters Score -140575.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -140606.359375 Penalty: 743.461182
	Iteration 11Q: 3 clusters Score -140606.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -140638.953125 Penalty: 743.461182
	Iteration 12Q: 3 clusters Score -140639 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -140658.078125 Penalty: 743.461182
	Iteration 13Q: 3 clusters Score -140658.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -140669.000000 Penalty: 743.461182
	Iteration 14Q: 3 clusters Score -140669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -140674.109375 Penalty: 743.461182
	Iteration 15Q: 3 clusters Score -140674.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -140677.906250 Penalty: 743.461182
	Iteration 16Q: 3 clusters Score -140677.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -140680.671875 Penalty: 743.461182
	Iteration 17Q: 3 clusters Score -140680.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -140682.812500 Penalty: 743.461182
	Iteration 18Q: 3 clusters Score -140682.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -140684.203125 Penalty: 743.461182
	Iteration 19Q: 3 clusters Score -140684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -140685.015625 Penalty: 743.461182
	Iteration 20F: 3 clusters Score -140685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -140685.687500 Penalty: 743.461182
	Iteration 21Q: 3 clusters Score -140685.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -140686.265625 Penalty: 743.461182
	Iteration 22Q: 3 clusters Score -140686.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -140687.343750 Penalty: 743.461182
	Iteration 23Q: 3 clusters Score -140687.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -140687.546875 Penalty: 743.461182
	Iteration 24Q: 3 clusters Score -140687.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -140687.859375 Penalty: 743.461182
	Iteration 25Q: 3 clusters Score -140687.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -140687.750000 Penalty: 743.461182
	Iteration 26Q: 3 clusters Score -140687.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -140688.187500 Penalty: 743.461182
	Iteration 27Q: 3 clusters Score -140688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -140688.312500 Penalty: 743.461182
	Iteration 28Q: 3 clusters Score -140688.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -140688.312500 Penalty: 743.461182
	Iteration 29F: 3 clusters Score -140688.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Entering Unmasked Estep 
Score: -569658.937500 Penalty: 433.397675
	Iteration 0F: 2 clusters Score -569658.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -560543.437500 Penalty: 866.795349
	Iteration 0F: 3 clusters Score -560543.4 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -564346.562500 Penalty: 866.795349
	Iteration 1F: 3 clusters Score -564346.6 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -564855.687500 Penalty: 866.795349
	Iteration 2F: 3 clusters Score -564855.7 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -565651.937500 Penalty: 866.795349
	Iteration 3F: 3 clusters Score -565651.9 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -566684.125000 Penalty: 866.795349
	Iteration 4F: 3 clusters Score -566684.1 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -567664.125000 Penalty: 866.795349
	Iteration 5F: 3 clusters Score -567664.1 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -568301.687500 Penalty: 866.795349
	Iteration 6F: 3 clusters Score -568301.7 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -568561.187500 Penalty: 866.795349
	Iteration 7Q: 3 clusters Score -568561.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -568682.875000 Penalty: 866.795349
	Iteration 8Q: 3 clusters Score -568682.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -568764.000000 Penalty: 866.795349
	Iteration 9Q: 3 clusters Score -568764 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -568827.312500 Penalty: 866.795349
	Iteration 10Q: 3 clusters Score -568827.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -568885.000000 Penalty: 866.795349
	Iteration 11Q: 3 clusters Score -568885 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -568955.937500 Penalty: 866.795349
	Iteration 12Q: 3 clusters Score -568955.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -569042.312500 Penalty: 866.795349
	Iteration 13Q: 3 clusters Score -569042.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -569135.812500 Penalty: 866.795349
	Iteration 14Q: 3 clusters Score -569135.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -569211.125000 Penalty: 866.795349
	Iteration 15Q: 3 clusters Score -569211.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -569274.000000 Penalty: 866.795349
	Iteration 16Q: 3 clusters Score -569274 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -569328.937500 Penalty: 866.795349
	Iteration 17Q: 3 clusters Score -569328.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -569377.937500 Penalty: 866.795349
	Iteration 18Q: 3 clusters Score -569377.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -569417.625000 Penalty: 866.795349
	Iteration 19Q: 3 clusters Score -569417.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -569437.500000 Penalty: 866.795349
	Iteration 20F: 3 clusters Score -569437.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -569455.187500 Penalty: 866.795349
	Iteration 21Q: 3 clusters Score -569455.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -569465.625000 Penalty: 866.795349
	Iteration 22Q: 3 clusters Score -569465.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -569478.812500 Penalty: 866.795349
	Iteration 23Q: 3 clusters Score -569478.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -569484.437500 Penalty: 866.795349
	Iteration 24Q: 3 clusters Score -569484.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -569488.562500 Penalty: 866.795349
	Iteration 25Q: 3 clusters Score -569488.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -569492.562500 Penalty: 866.795349
	Iteration 26Q: 3 clusters Score -569492.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -569496.125000 Penalty: 866.795349
	Iteration 27Q: 3 clusters Score -569496.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -569500.062500 Penalty: 866.795349
	Iteration 28Q: 3 clusters Score -569500.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -569502.687500 Penalty: 866.795349
	Iteration 29Q: 3 clusters Score -569502.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -569506.812500 Penalty: 866.795349
	Iteration 30Q: 3 clusters Score -569506.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -569509.437500 Penalty: 866.795349
	Iteration 31Q: 3 clusters Score -569509.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -569513.187500 Penalty: 866.795349
	Iteration 32Q: 3 clusters Score -569513.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -569518.375000 Penalty: 866.795349
	Iteration 33Q: 3 clusters Score -569518.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -569524.562500 Penalty: 866.795349
	Iteration 34Q: 3 clusters Score -569524.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -569529.562500 Penalty: 866.795349
	Iteration 35Q: 3 clusters Score -569529.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -569536.625000 Penalty: 866.795349
	Iteration 36Q: 3 clusters Score -569536.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -569545.500000 Penalty: 866.795349
	Iteration 37Q: 3 clusters Score -569545.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -569554.375000 Penalty: 866.795349
	Iteration 38Q: 3 clusters Score -569554.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -569562.812500 Penalty: 866.795349
	Iteration 39Q: 3 clusters Score -569562.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -569570.562500 Penalty: 866.795349
	Iteration 40F: 3 clusters Score -569570.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -569578.000000 Penalty: 866.795349
	Iteration 41Q: 3 clusters Score -569578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -569581.625000 Penalty: 866.795349
	Iteration 42Q: 3 clusters Score -569581.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -569585.625000 Penalty: 866.795349
	Iteration 43Q: 3 clusters Score -569585.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -569587.062500 Penalty: 866.795349
	Iteration 44Q: 3 clusters Score -569587.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -569591.250000 Penalty: 866.795349
	Iteration 45Q: 3 clusters Score -569591.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -569595.375000 Penalty: 866.795349
	Iteration 46Q: 3 clusters Score -569595.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -569604.250000 Penalty: 866.795349
	Iteration 47Q: 3 clusters Score -569604.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -569609.750000 Penalty: 866.795349
	Iteration 48Q: 3 clusters Score -569609.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -569615.625000 Penalty: 866.795349
	Iteration 49Q: 3 clusters Score -569615.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -569623.750000 Penalty: 866.795349
	Iteration 50Q: 3 clusters Score -569623.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -569623.812500 Penalty: 866.795349
	Iteration 51Q: 3 clusters Score -569623.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -569628.812500 Penalty: 866.795349
	Iteration 52Q: 3 clusters Score -569628.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -569635.875000 Penalty: 866.795349
	Iteration 53Q: 3 clusters Score -569635.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -569642.062500 Penalty: 866.795349
	Iteration 54Q: 3 clusters Score -569642.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -569646.125000 Penalty: 866.795349
	Iteration 55Q: 3 clusters Score -569646.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -569651.437500 Penalty: 866.795349
	Iteration 56Q: 3 clusters Score -569651.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -569654.250000 Penalty: 866.795349
	Iteration 57Q: 3 clusters Score -569654.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -569656.250000 Penalty: 866.795349
	Iteration 58Q: 3 clusters Score -569656.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -569660.250000 Penalty: 866.795349
	Iteration 59Q: 3 clusters Score -569660.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -569661.625000 Penalty: 866.795349
	Iteration 60F: 3 clusters Score -569661.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -569663.812500 Penalty: 866.795349
	Iteration 61Q: 3 clusters Score -569663.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -569665.375000 Penalty: 866.795349
	Iteration 62Q: 3 clusters Score -569665.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -569666.437500 Penalty: 866.795349
	Iteration 63Q: 3 clusters Score -569666.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -569671.375000 Penalty: 866.795349
	Iteration 64Q: 3 clusters Score -569671.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -569673.250000 Penalty: 866.795349
	Iteration 65Q: 3 clusters Score -569673.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -569674.375000 Penalty: 866.795349
	Iteration 66Q: 3 clusters Score -569674.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -569676.687500 Penalty: 866.795349
	Iteration 67Q: 3 clusters Score -569676.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -569677.937500 Penalty: 866.795349
	Iteration 68Q: 3 clusters Score -569677.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -569680.062500 Penalty: 866.795349
	Iteration 69Q: 3 clusters Score -569680.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -569684.812500 Penalty: 866.795349
	Iteration 70Q: 3 clusters Score -569684.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -569684.750000 Penalty: 866.795349
	Iteration 71Q: 3 clusters Score -569684.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -569686.687500 Penalty: 866.795349
	Iteration 72Q: 3 clusters Score -569686.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -569691.750000 Penalty: 866.795349
	Iteration 73Q: 3 clusters Score -569691.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -569693.062500 Penalty: 866.795349
	Iteration 74Q: 3 clusters Score -569693.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -569693.875000 Penalty: 866.795349
	Iteration 75Q: 3 clusters Score -569693.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -569699.312500 Penalty: 866.795349
	Iteration 76Q: 3 clusters Score -569699.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -569701.687500 Penalty: 866.795349
	Iteration 77Q: 3 clusters Score -569701.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -569702.937500 Penalty: 866.795349
	Iteration 78Q: 3 clusters Score -569702.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -569705.437500 Penalty: 866.795349
	Iteration 79Q: 3 clusters Score -569705.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -569707.562500 Penalty: 866.795349
	Iteration 80F: 3 clusters Score -569707.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -569710.625000 Penalty: 866.795349
	Iteration 81Q: 3 clusters Score -569710.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -569713.500000 Penalty: 866.795349
	Iteration 82Q: 3 clusters Score -569713.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -569715.562500 Penalty: 866.795349
	Iteration 83Q: 3 clusters Score -569715.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -569717.125000 Penalty: 866.795349
	Iteration 84Q: 3 clusters Score -569717.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -569718.000000 Penalty: 866.795349
	Iteration 85Q: 3 clusters Score -569718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -569719.562500 Penalty: 866.795349
	Iteration 86Q: 3 clusters Score -569719.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -569720.687500 Penalty: 866.795349
	Iteration 87Q: 3 clusters Score -569720.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -569721.000000 Penalty: 866.795349
	Iteration 88Q: 3 clusters Score -569721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -569720.812500 Penalty: 866.795349
	Iteration 89Q: 3 clusters Score -569720.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -569721.250000 Penalty: 866.795349
	Iteration 90Q: 3 clusters Score -569721.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -569721.875000 Penalty: 866.795349
	Iteration 91Q: 3 clusters Score -569721.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -569724.125000 Penalty: 866.795349
	Iteration 92Q: 3 clusters Score -569724.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -569726.875000 Penalty: 866.795349
	Iteration 93Q: 3 clusters Score -569726.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -569728.687500 Penalty: 866.795349
	Iteration 94Q: 3 clusters Score -569728.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -569730.000000 Penalty: 866.795349
	Iteration 95Q: 3 clusters Score -569730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -569730.437500 Penalty: 866.795349
	Iteration 96Q: 3 clusters Score -569730.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -569731.000000 Penalty: 866.795349
	Iteration 97Q: 3 clusters Score -569731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -569731.062500 Penalty: 866.795349
	Iteration 98Q: 3 clusters Score -569731.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -569732.562500 Penalty: 866.795349
	Iteration 99Q: 3 clusters Score -569732.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -569731.687500 Penalty: 866.795349
	Iteration 100F: 3 clusters Score -569731.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -569732.062500 Penalty: 866.795349
	Iteration 101Q: 3 clusters Score -569732.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -569731.437500 Penalty: 866.795349
	Iteration 102Q: 3 clusters Score -569731.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -569732.000000 Penalty: 866.795349
	Iteration 103Q: 3 clusters Score -569732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -569733.250000 Penalty: 866.795349
	Iteration 104Q: 3 clusters Score -569733.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -569735.937500 Penalty: 866.795349
	Iteration 105Q: 3 clusters Score -569735.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -569735.187500 Penalty: 866.795349
	Iteration 106Q: 3 clusters Score -569735.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -569736.437500 Penalty: 866.795349
	Iteration 107Q: 3 clusters Score -569736.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -569735.250000 Penalty: 866.795349
	Iteration 108Q: 3 clusters Score -569735.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -569735.687500 Penalty: 866.795349
	Iteration 109Q: 3 clusters Score -569735.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -569735.687500 Penalty: 866.795349
	Iteration 110F: 3 clusters Score -569735.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59890 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2459 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 2721 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 5089 members 
Mstep: Class 11 contains 4366 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29273 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 470649 members 
Mstep: Class 17 contains 5924 members 
Mstep: Class 18 contains 6827 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5614 members 
Mstep: Class 22 contains 1616 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12328 members 
Mstep: Class 26 contains 1621 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14585 members 
Mstep: Class 29 contains 26810 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1384 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 10980 members 
Entering Unmasked Estep 
Score: -28298484.000000 Penalty: 22728.593750
Splitting cluster 8 changes total score from -28298530.000000 to -28298484.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -21643.841797 Penalty: 294.138763
	Iteration 0F: 2 clusters Score -21643.84 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 319 members 
Entering Unmasked Estep 
Score: -21081.976562 Penalty: 588.277527
	Iteration 0F: 3 clusters Score -21081.98 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -21248.029297 Penalty: 588.277527
	Iteration 1F: 3 clusters Score -21248.03 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -21337.460938 Penalty: 588.277527
	Iteration 2F: 3 clusters Score -21337.46 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21395.832031 Penalty: 588.277527
	Iteration 3F: 3 clusters Score -21395.83 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21436.443359 Penalty: 588.277527
	Iteration 4F: 3 clusters Score -21436.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21470.265625 Penalty: 588.277527
	Iteration 5Q: 3 clusters Score -21470.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21498.591797 Penalty: 588.277527
	Iteration 6Q: 3 clusters Score -21498.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21520.099609 Penalty: 588.277527
	Iteration 7Q: 3 clusters Score -21520.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21541.294922 Penalty: 588.277527
	Iteration 8Q: 3 clusters Score -21541.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21561.873047 Penalty: 588.277527
	Iteration 9Q: 3 clusters Score -21561.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -21581.552734 Penalty: 588.277527
	Iteration 10Q: 3 clusters Score -21581.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -21594.855469 Penalty: 588.277527
	Iteration 11Q: 3 clusters Score -21594.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -21597.902344 Penalty: 588.277527
	Iteration 12Q: 3 clusters Score -21597.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -21600.791016 Penalty: 588.277527
	Iteration 13Q: 3 clusters Score -21600.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -21604.179688 Penalty: 588.277527
	Iteration 14Q: 3 clusters Score -21604.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -21606.435547 Penalty: 588.277527
	Iteration 15Q: 3 clusters Score -21606.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -21611.037109 Penalty: 588.277527
	Iteration 16Q: 3 clusters Score -21611.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -21615.257812 Penalty: 588.277527
	Iteration 17Q: 3 clusters Score -21615.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -21619.628906 Penalty: 588.277527
	Iteration 18Q: 3 clusters Score -21619.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -21619.628906 Penalty: 588.277527
	Iteration 19F: 3 clusters Score -21619.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Entering Unmasked Estep 
Score: -200678.875000 Penalty: 388.335083
	Iteration 0F: 2 clusters Score -200678.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -197307.000000 Penalty: 776.670166
	Iteration 0F: 3 clusters Score -197307 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -198696.171875 Penalty: 776.670166
	Iteration 1F: 3 clusters Score -198696.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -198900.031250 Penalty: 776.670166
	Iteration 2F: 3 clusters Score -198900 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -199076.593750 Penalty: 776.670166
	Iteration 3F: 3 clusters Score -199076.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -199228.000000 Penalty: 776.670166
	Iteration 4Q: 3 clusters Score -199228 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -199398.984375 Penalty: 776.670166
	Iteration 5Q: 3 clusters Score -199399 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -199554.203125 Penalty: 776.670166
	Iteration 6Q: 3 clusters Score -199554.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -199686.671875 Penalty: 776.670166
	Iteration 7Q: 3 clusters Score -199686.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -199768.687500 Penalty: 776.670166
	Iteration 8Q: 3 clusters Score -199768.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -199817.859375 Penalty: 776.670166
	Iteration 9Q: 3 clusters Score -199817.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -199848.625000 Penalty: 776.670166
	Iteration 10Q: 3 clusters Score -199848.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -199872.187500 Penalty: 776.670166
	Iteration 11Q: 3 clusters Score -199872.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -199887.015625 Penalty: 776.670166
	Iteration 12Q: 3 clusters Score -199887 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -199902.437500 Penalty: 776.670166
	Iteration 13Q: 3 clusters Score -199902.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -199914.781250 Penalty: 776.670166
	Iteration 14Q: 3 clusters Score -199914.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -199927.421875 Penalty: 776.670166
	Iteration 15Q: 3 clusters Score -199927.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -199944.078125 Penalty: 776.670166
	Iteration 16Q: 3 clusters Score -199944.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -199964.109375 Penalty: 776.670166
	Iteration 17Q: 3 clusters Score -199964.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -199991.796875 Penalty: 776.670166
	Iteration 18Q: 3 clusters Score -199991.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -200014.312500 Penalty: 776.670166
	Iteration 19Q: 3 clusters Score -200014.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -200044.968750 Penalty: 776.670166
	Iteration 20F: 3 clusters Score -200045 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -200068.687500 Penalty: 776.670166
	Iteration 21Q: 3 clusters Score -200068.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -200087.921875 Penalty: 776.670166
	Iteration 22Q: 3 clusters Score -200087.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -200108.125000 Penalty: 776.670166
	Iteration 23Q: 3 clusters Score -200108.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -200126.734375 Penalty: 776.670166
	Iteration 24Q: 3 clusters Score -200126.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -200148.031250 Penalty: 776.670166
	Iteration 25Q: 3 clusters Score -200148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -200174.453125 Penalty: 776.670166
	Iteration 26Q: 3 clusters Score -200174.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -200199.843750 Penalty: 776.670166
	Iteration 27Q: 3 clusters Score -200199.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -200223.468750 Penalty: 776.670166
	Iteration 28Q: 3 clusters Score -200223.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -200239.078125 Penalty: 776.670166
	Iteration 29Q: 3 clusters Score -200239.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -200248.281250 Penalty: 776.670166
	Iteration 30Q: 3 clusters Score -200248.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -200254.953125 Penalty: 776.670166
	Iteration 31Q: 3 clusters Score -200255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -200258.203125 Penalty: 776.670166
	Iteration 32Q: 3 clusters Score -200258.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -200262.359375 Penalty: 776.670166
	Iteration 33Q: 3 clusters Score -200262.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -200267.125000 Penalty: 776.670166
	Iteration 34Q: 3 clusters Score -200267.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -200274.000000 Penalty: 776.670166
	Iteration 35Q: 3 clusters Score -200274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -200280.203125 Penalty: 776.670166
	Iteration 36Q: 3 clusters Score -200280.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -200288.234375 Penalty: 776.670166
	Iteration 37Q: 3 clusters Score -200288.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -200301.843750 Penalty: 776.670166
	Iteration 38Q: 3 clusters Score -200301.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -200307.968750 Penalty: 776.670166
	Iteration 39Q: 3 clusters Score -200308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -200312.500000 Penalty: 776.670166
	Iteration 40F: 3 clusters Score -200312.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -200314.250000 Penalty: 776.670166
	Iteration 41Q: 3 clusters Score -200314.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -200317.328125 Penalty: 776.670166
	Iteration 42Q: 3 clusters Score -200317.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -200319.218750 Penalty: 776.670166
	Iteration 43Q: 3 clusters Score -200319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -200319.218750 Penalty: 776.670166
	Iteration 44Q: 3 clusters Score -200319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -200319.953125 Penalty: 776.670166
	Iteration 45Q: 3 clusters Score -200320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -200320.875000 Penalty: 776.670166
	Iteration 46Q: 3 clusters Score -200320.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -200322.093750 Penalty: 776.670166
	Iteration 47Q: 3 clusters Score -200322.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -200324.375000 Penalty: 776.670166
	Iteration 48Q: 3 clusters Score -200324.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -200326.312500 Penalty: 776.670166
	Iteration 49Q: 3 clusters Score -200326.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -200328.265625 Penalty: 776.670166
	Iteration 50Q: 3 clusters Score -200328.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -200330.812500 Penalty: 776.670166
	Iteration 51Q: 3 clusters Score -200330.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -200332.625000 Penalty: 776.670166
	Iteration 52Q: 3 clusters Score -200332.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -200334.343750 Penalty: 776.670166
	Iteration 53Q: 3 clusters Score -200334.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -200334.781250 Penalty: 776.670166
	Iteration 54Q: 3 clusters Score -200334.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -200336.171875 Penalty: 776.670166
	Iteration 55Q: 3 clusters Score -200336.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -200337.750000 Penalty: 776.670166
	Iteration 56Q: 3 clusters Score -200337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -200338.187500 Penalty: 776.670166
	Iteration 57Q: 3 clusters Score -200338.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -200338.343750 Penalty: 776.670166
	Iteration 58Q: 3 clusters Score -200338.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -200338.343750 Penalty: 776.670166
	Iteration 59F: 3 clusters Score -200338.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Entering Unmasked Estep 
Score: -177203.578125 Penalty: 381.362915
	Iteration 0F: 2 clusters Score -177203.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -174204.656250 Penalty: 762.725830
	Iteration 0F: 3 clusters Score -174204.7 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -175307.609375 Penalty: 762.725830
	Iteration 1F: 3 clusters Score -175307.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -175575.046875 Penalty: 762.725830
	Iteration 2F: 3 clusters Score -175575 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -175892.265625 Penalty: 762.725830
	Iteration 3F: 3 clusters Score -175892.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -176222.734375 Penalty: 762.725830
	Iteration 4F: 3 clusters Score -176222.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -176492.000000 Penalty: 762.725830
	Iteration 5F: 3 clusters Score -176492 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -176650.890625 Penalty: 762.725830
	Iteration 6F: 3 clusters Score -176650.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -176750.031250 Penalty: 762.725830
	Iteration 7Q: 3 clusters Score -176750 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -176793.062500 Penalty: 762.725830
	Iteration 8Q: 3 clusters Score -176793.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -176824.828125 Penalty: 762.725830
	Iteration 9Q: 3 clusters Score -176824.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -176850.187500 Penalty: 762.725830
	Iteration 10Q: 3 clusters Score -176850.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -176866.359375 Penalty: 762.725830
	Iteration 11Q: 3 clusters Score -176866.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -176881.078125 Penalty: 762.725830
	Iteration 12Q: 3 clusters Score -176881.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -176894.296875 Penalty: 762.725830
	Iteration 13Q: 3 clusters Score -176894.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -176904.703125 Penalty: 762.725830
	Iteration 14Q: 3 clusters Score -176904.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -176909.296875 Penalty: 762.725830
	Iteration 15Q: 3 clusters Score -176909.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -176913.031250 Penalty: 762.725830
	Iteration 16Q: 3 clusters Score -176913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -176917.484375 Penalty: 762.725830
	Iteration 17Q: 3 clusters Score -176917.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -176921.828125 Penalty: 762.725830
	Iteration 18Q: 3 clusters Score -176921.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -176926.890625 Penalty: 762.725830
	Iteration 19Q: 3 clusters Score -176926.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -176931.968750 Penalty: 762.725830
	Iteration 20F: 3 clusters Score -176932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -176942.015625 Penalty: 762.725830
	Iteration 21Q: 3 clusters Score -176942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -176951.140625 Penalty: 762.725830
	Iteration 22Q: 3 clusters Score -176951.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -176956.218750 Penalty: 762.725830
	Iteration 23Q: 3 clusters Score -176956.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -176961.109375 Penalty: 762.725830
	Iteration 24Q: 3 clusters Score -176961.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -176966.843750 Penalty: 762.725830
	Iteration 25Q: 3 clusters Score -176966.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -176972.625000 Penalty: 762.725830
	Iteration 26Q: 3 clusters Score -176972.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -176977.625000 Penalty: 762.725830
	Iteration 27Q: 3 clusters Score -176977.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -176985.062500 Penalty: 762.725830
	Iteration 28Q: 3 clusters Score -176985.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -176989.484375 Penalty: 762.725830
	Iteration 29Q: 3 clusters Score -176989.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -176993.187500 Penalty: 762.725830
	Iteration 30Q: 3 clusters Score -176993.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -176996.265625 Penalty: 762.725830
	Iteration 31Q: 3 clusters Score -176996.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -176997.703125 Penalty: 762.725830
	Iteration 32Q: 3 clusters Score -176997.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -176999.062500 Penalty: 762.725830
	Iteration 33Q: 3 clusters Score -176999.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -176999.937500 Penalty: 762.725830
	Iteration 34Q: 3 clusters Score -176999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -177000.187500 Penalty: 762.725830
	Iteration 35Q: 3 clusters Score -177000.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -177000.343750 Penalty: 762.725830
	Iteration 36Q: 3 clusters Score -177000.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -177000.343750 Penalty: 762.725830
	Iteration 37F: 3 clusters Score -177000.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Entering Unmasked Estep 
Score: -86508.562500 Penalty: 347.887360
	Iteration 0F: 2 clusters Score -86508.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -84986.695312 Penalty: 695.774719
	Iteration 0F: 3 clusters Score -84986.7 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -85591.156250 Penalty: 695.774719
	Iteration 1F: 3 clusters Score -85591.16 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -85767.843750 Penalty: 695.774719
	Iteration 2F: 3 clusters Score -85767.84 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -85940.046875 Penalty: 695.774719
	Iteration 3F: 3 clusters Score -85940.05 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -86052.359375 Penalty: 695.774719
	Iteration 4F: 3 clusters Score -86052.36 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -86131.078125 Penalty: 695.774719
	Iteration 5Q: 3 clusters Score -86131.08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -86177.156250 Penalty: 695.774719
	Iteration 6Q: 3 clusters Score -86177.16 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -86207.687500 Penalty: 695.774719
	Iteration 7Q: 3 clusters Score -86207.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -86224.734375 Penalty: 695.774719
	Iteration 8Q: 3 clusters Score -86224.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -86234.781250 Penalty: 695.774719
	Iteration 9Q: 3 clusters Score -86234.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -86239.679688 Penalty: 695.774719
	Iteration 10Q: 3 clusters Score -86239.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -86245.148438 Penalty: 695.774719
	Iteration 11Q: 3 clusters Score -86245.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -86247.046875 Penalty: 695.774719
	Iteration 12Q: 3 clusters Score -86247.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -86247.437500 Penalty: 695.774719
	Iteration 13Q: 3 clusters Score -86247.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -86247.570312 Penalty: 695.774719
	Iteration 14Q: 3 clusters Score -86247.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -86247.812500 Penalty: 695.774719
	Iteration 15Q: 3 clusters Score -86247.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -86248.250000 Penalty: 695.774719
	Iteration 16Q: 3 clusters Score -86248.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -86248.828125 Penalty: 695.774719
	Iteration 17Q: 3 clusters Score -86248.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -86249.234375 Penalty: 695.774719
	Iteration 18Q: 3 clusters Score -86249.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -86249.484375 Penalty: 695.774719
	Iteration 19Q: 3 clusters Score -86249.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -86251.054688 Penalty: 695.774719
	Iteration 20F: 3 clusters Score -86251.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -86252.078125 Penalty: 695.774719
	Iteration 21Q: 3 clusters Score -86252.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -86252.500000 Penalty: 695.774719
	Iteration 22Q: 3 clusters Score -86252.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -86252.671875 Penalty: 695.774719
	Iteration 23Q: 3 clusters Score -86252.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -86253.148438 Penalty: 695.774719
	Iteration 24Q: 3 clusters Score -86253.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -86253.148438 Penalty: 695.774719
	Iteration 25F: 3 clusters Score -86253.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -104787.726562 Penalty: 357.019836
	Iteration 0F: 2 clusters Score -104787.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -103012.898438 Penalty: 714.039673
	Iteration 0F: 3 clusters Score -103012.9 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -103608.898438 Penalty: 714.039673
	Iteration 1F: 3 clusters Score -103608.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -103679.867188 Penalty: 714.039673
	Iteration 2F: 3 clusters Score -103679.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -103736.664062 Penalty: 714.039673
	Iteration 3F: 3 clusters Score -103736.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -103798.656250 Penalty: 714.039673
	Iteration 4F: 3 clusters Score -103798.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -103872.203125 Penalty: 714.039673
	Iteration 5Q: 3 clusters Score -103872.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -103946.929688 Penalty: 714.039673
	Iteration 6Q: 3 clusters Score -103946.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -104033.781250 Penalty: 714.039673
	Iteration 7F: 3 clusters Score -104033.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -104104.343750 Penalty: 714.039673
	Iteration 8Q: 3 clusters Score -104104.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -104174.234375 Penalty: 714.039673
	Iteration 9Q: 3 clusters Score -104174.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -104235.101562 Penalty: 714.039673
	Iteration 10Q: 3 clusters Score -104235.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -104283.937500 Penalty: 714.039673
	Iteration 11Q: 3 clusters Score -104283.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -104331.664062 Penalty: 714.039673
	Iteration 12Q: 3 clusters Score -104331.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -104365.601562 Penalty: 714.039673
	Iteration 13Q: 3 clusters Score -104365.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -104396.171875 Penalty: 714.039673
	Iteration 14Q: 3 clusters Score -104396.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -104423.164062 Penalty: 714.039673
	Iteration 15Q: 3 clusters Score -104423.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -104436.085938 Penalty: 714.039673
	Iteration 16Q: 3 clusters Score -104436.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -104448.406250 Penalty: 714.039673
	Iteration 17Q: 3 clusters Score -104448.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -104457.515625 Penalty: 714.039673
	Iteration 18Q: 3 clusters Score -104457.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -104466.242188 Penalty: 714.039673
	Iteration 19Q: 3 clusters Score -104466.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -104471.898438 Penalty: 714.039673
	Iteration 20F: 3 clusters Score -104471.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -104477.335938 Penalty: 714.039673
	Iteration 21Q: 3 clusters Score -104477.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -104482.664062 Penalty: 714.039673
	Iteration 22Q: 3 clusters Score -104482.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -104484.960938 Penalty: 714.039673
	Iteration 23Q: 3 clusters Score -104485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -104485.937500 Penalty: 714.039673
	Iteration 24Q: 3 clusters Score -104485.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -104486.359375 Penalty: 714.039673
	Iteration 25Q: 3 clusters Score -104486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -104489.031250 Penalty: 714.039673
	Iteration 26Q: 3 clusters Score -104489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -104490.171875 Penalty: 714.039673
	Iteration 27Q: 3 clusters Score -104490.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -104490.171875 Penalty: 714.039673
	Iteration 28F: 3 clusters Score -104490.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Entering Unmasked Estep 
Score: -1191325.625000 Penalty: 467.941162
	Iteration 0F: 2 clusters Score -1191326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1171802.000000 Penalty: 935.882324
	Iteration 0F: 3 clusters Score -1171802 nChanged 14013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1180232.875000 Penalty: 935.882324
	Iteration 1F: 3 clusters Score -1180233 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -1180963.375000 Penalty: 935.882324
	Iteration 2Q: 3 clusters Score -1180963 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -1182101.750000 Penalty: 935.882324
	Iteration 3F: 3 clusters Score -1182102 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -1183619.500000 Penalty: 935.882324
	Iteration 4F: 3 clusters Score -1183620 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -1185259.500000 Penalty: 935.882324
	Iteration 5F: 3 clusters Score -1185260 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -1186493.875000 Penalty: 935.882324
	Iteration 6F: 3 clusters Score -1186494 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -1187346.500000 Penalty: 935.882324
	Iteration 7Q: 3 clusters Score -1187346 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -1187885.375000 Penalty: 935.882324
	Iteration 8Q: 3 clusters Score -1187885 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -1188226.875000 Penalty: 935.882324
	Iteration 9Q: 3 clusters Score -1188227 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -1188469.875000 Penalty: 935.882324
	Iteration 10Q: 3 clusters Score -1188470 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -1188667.625000 Penalty: 935.882324
	Iteration 11Q: 3 clusters Score -1188668 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -1188826.000000 Penalty: 935.882324
	Iteration 12Q: 3 clusters Score -1188826 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -1188945.125000 Penalty: 935.882324
	Iteration 13Q: 3 clusters Score -1188945 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -1189070.375000 Penalty: 935.882324
	Iteration 14Q: 3 clusters Score -1189070 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -1189180.375000 Penalty: 935.882324
	Iteration 15Q: 3 clusters Score -1189180 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -1189309.375000 Penalty: 935.882324
	Iteration 16Q: 3 clusters Score -1189309 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -1189429.125000 Penalty: 935.882324
	Iteration 17Q: 3 clusters Score -1189429 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -1189532.625000 Penalty: 935.882324
	Iteration 18Q: 3 clusters Score -1189533 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -1189612.750000 Penalty: 935.882324
	Iteration 19Q: 3 clusters Score -1189613 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -1189689.750000 Penalty: 935.882324
	Iteration 20F: 3 clusters Score -1189690 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -1189765.875000 Penalty: 935.882324
	Iteration 21Q: 3 clusters Score -1189766 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -1189838.875000 Penalty: 935.882324
	Iteration 22Q: 3 clusters Score -1189839 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -1189905.000000 Penalty: 935.882324
	Iteration 23Q: 3 clusters Score -1189905 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -1189969.625000 Penalty: 935.882324
	Iteration 24Q: 3 clusters Score -1189970 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -1190044.000000 Penalty: 935.882324
	Iteration 25Q: 3 clusters Score -1190044 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -1190111.375000 Penalty: 935.882324
	Iteration 26Q: 3 clusters Score -1190111 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -1190177.500000 Penalty: 935.882324
	Iteration 27Q: 3 clusters Score -1190178 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -1190243.375000 Penalty: 935.882324
	Iteration 28Q: 3 clusters Score -1190243 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -1190311.500000 Penalty: 935.882324
	Iteration 29Q: 3 clusters Score -1190312 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -1190361.000000 Penalty: 935.882324
	Iteration 30Q: 3 clusters Score -1190361 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -1190410.750000 Penalty: 935.882324
	Iteration 31Q: 3 clusters Score -1190411 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -1190441.875000 Penalty: 935.882324
	Iteration 32Q: 3 clusters Score -1190442 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -1190491.500000 Penalty: 935.882324
	Iteration 33Q: 3 clusters Score -1190492 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -1190537.250000 Penalty: 935.882324
	Iteration 34Q: 3 clusters Score -1190537 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -1190572.125000 Penalty: 935.882324
	Iteration 35Q: 3 clusters Score -1190572 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -1190607.500000 Penalty: 935.882324
	Iteration 36Q: 3 clusters Score -1190608 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -1190634.375000 Penalty: 935.882324
	Iteration 37Q: 3 clusters Score -1190634 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -1190667.750000 Penalty: 935.882324
	Iteration 38Q: 3 clusters Score -1190668 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -1190694.000000 Penalty: 935.882324
	Iteration 39Q: 3 clusters Score -1190694 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -1190718.875000 Penalty: 935.882324
	Iteration 40F: 3 clusters Score -1190719 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -1190737.375000 Penalty: 935.882324
	Iteration 41Q: 3 clusters Score -1190737 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -1190760.875000 Penalty: 935.882324
	Iteration 42Q: 3 clusters Score -1190761 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -1190776.000000 Penalty: 935.882324
	Iteration 43Q: 3 clusters Score -1190776 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -1190795.250000 Penalty: 935.882324
	Iteration 44Q: 3 clusters Score -1190795 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -1190808.125000 Penalty: 935.882324
	Iteration 45Q: 3 clusters Score -1190808 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -1190817.750000 Penalty: 935.882324
	Iteration 46Q: 3 clusters Score -1190818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -1190829.125000 Penalty: 935.882324
	Iteration 47Q: 3 clusters Score -1190829 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -1190840.875000 Penalty: 935.882324
	Iteration 48Q: 3 clusters Score -1190841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -1190850.125000 Penalty: 935.882324
	Iteration 49Q: 3 clusters Score -1190850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -1190858.125000 Penalty: 935.882324
	Iteration 50Q: 3 clusters Score -1190858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -1190868.125000 Penalty: 935.882324
	Iteration 51Q: 3 clusters Score -1190868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -1190878.250000 Penalty: 935.882324
	Iteration 52Q: 3 clusters Score -1190878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -1190886.750000 Penalty: 935.882324
	Iteration 53Q: 3 clusters Score -1190887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -1190896.250000 Penalty: 935.882324
	Iteration 54Q: 3 clusters Score -1190896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -1190905.750000 Penalty: 935.882324
	Iteration 55Q: 3 clusters Score -1190906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -1190910.875000 Penalty: 935.882324
	Iteration 56Q: 3 clusters Score -1190911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -1190916.000000 Penalty: 935.882324
	Iteration 57Q: 3 clusters Score -1190916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -1190922.000000 Penalty: 935.882324
	Iteration 58Q: 3 clusters Score -1190922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -1190923.750000 Penalty: 935.882324
	Iteration 59Q: 3 clusters Score -1190924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -1190923.750000 Penalty: 935.882324
	Iteration 60F: 3 clusters Score -1190924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -1190926.000000 Penalty: 935.882324
	Iteration 61Q: 3 clusters Score -1190926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -1190928.625000 Penalty: 935.882324
	Iteration 62Q: 3 clusters Score -1190929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -1190930.250000 Penalty: 935.882324
	Iteration 63Q: 3 clusters Score -1190930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -1190931.500000 Penalty: 935.882324
	Iteration 64Q: 3 clusters Score -1190932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -1190933.250000 Penalty: 935.882324
	Iteration 65Q: 3 clusters Score -1190933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -1190935.375000 Penalty: 935.882324
	Iteration 66Q: 3 clusters Score -1190935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -1190935.875000 Penalty: 935.882324
	Iteration 67Q: 3 clusters Score -1190936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -1190936.875000 Penalty: 935.882324
	Iteration 68Q: 3 clusters Score -1190937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -1190936.875000 Penalty: 935.882324
	Iteration 69Q: 3 clusters Score -1190937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -1190939.000000 Penalty: 935.882324
	Iteration 70Q: 3 clusters Score -1190939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -1190939.500000 Penalty: 935.882324
	Iteration 71Q: 3 clusters Score -1190940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -1190940.500000 Penalty: 935.882324
	Iteration 72Q: 3 clusters Score -1190940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -1190942.500000 Penalty: 935.882324
	Iteration 73Q: 3 clusters Score -1190942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -1190943.000000 Penalty: 935.882324
	Iteration 74Q: 3 clusters Score -1190943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -1190943.750000 Penalty: 935.882324
	Iteration 75Q: 3 clusters Score -1190944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -1190944.000000 Penalty: 935.882324
	Iteration 76Q: 3 clusters Score -1190944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -1190943.375000 Penalty: 935.882324
	Iteration 77Q: 3 clusters Score -1190943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -1190944.125000 Penalty: 935.882324
	Iteration 78Q: 3 clusters Score -1190944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -1190942.875000 Penalty: 935.882324
	Iteration 79Q: 3 clusters Score -1190943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -1190943.875000 Penalty: 935.882324
	Iteration 80F: 3 clusters Score -1190944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -1190944.000000 Penalty: 935.882324
	Iteration 81Q: 3 clusters Score -1190944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -1190945.750000 Penalty: 935.882324
	Iteration 82Q: 3 clusters Score -1190946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -1190945.375000 Penalty: 935.882324
	Iteration 83Q: 3 clusters Score -1190945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -1190944.375000 Penalty: 935.882324
	Iteration 84Q: 3 clusters Score -1190944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -1190945.625000 Penalty: 935.882324
	Iteration 85Q: 3 clusters Score -1190946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -1190946.500000 Penalty: 935.882324
	Iteration 86Q: 3 clusters Score -1190946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -1190948.000000 Penalty: 935.882324
	Iteration 87Q: 3 clusters Score -1190948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -1190949.250000 Penalty: 935.882324
	Iteration 88Q: 3 clusters Score -1190949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -1190950.500000 Penalty: 935.882324
	Iteration 89Q: 3 clusters Score -1190950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -1190951.000000 Penalty: 935.882324
	Iteration 90Q: 3 clusters Score -1190951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -1190952.375000 Penalty: 935.882324
	Iteration 91Q: 3 clusters Score -1190952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -1190954.000000 Penalty: 935.882324
	Iteration 92Q: 3 clusters Score -1190954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -1190954.250000 Penalty: 935.882324
	Iteration 93Q: 3 clusters Score -1190954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -1190954.500000 Penalty: 935.882324
	Iteration 94Q: 3 clusters Score -1190954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -1190954.875000 Penalty: 935.882324
	Iteration 95Q: 3 clusters Score -1190955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -1190954.375000 Penalty: 935.882324
	Iteration 96Q: 3 clusters Score -1190954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -1190954.750000 Penalty: 935.882324
	Iteration 97Q: 3 clusters Score -1190955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -1190955.750000 Penalty: 935.882324
	Iteration 98Q: 3 clusters Score -1190956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -1190955.125000 Penalty: 935.882324
	Iteration 99Q: 3 clusters Score -1190955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -1190956.500000 Penalty: 935.882324
	Iteration 100F: 3 clusters Score -1190956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -68989.289062 Penalty: 340.436432
	Iteration 0F: 2 clusters Score -68989.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -67671.359375 Penalty: 680.872864
	Iteration 0F: 3 clusters Score -67671.36 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -68089.445312 Penalty: 680.872864
	Iteration 1F: 3 clusters Score -68089.45 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -68152.250000 Penalty: 680.872864
	Iteration 2F: 3 clusters Score -68152.25 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -68207.867188 Penalty: 680.872864
	Iteration 3F: 3 clusters Score -68207.87 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -68250.179688 Penalty: 680.872864
	Iteration 4F: 3 clusters Score -68250.18 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -68293.875000 Penalty: 680.872864
	Iteration 5Q: 3 clusters Score -68293.88 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -68338.171875 Penalty: 680.872864
	Iteration 6Q: 3 clusters Score -68338.17 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -68378.007812 Penalty: 680.872864
	Iteration 7Q: 3 clusters Score -68378.01 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68425.453125 Penalty: 680.872864
	Iteration 8Q: 3 clusters Score -68425.45 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68471.210938 Penalty: 680.872864
	Iteration 9Q: 3 clusters Score -68471.21 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68504.804688 Penalty: 680.872864
	Iteration 10Q: 3 clusters Score -68504.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68529.476562 Penalty: 680.872864
	Iteration 11Q: 3 clusters Score -68529.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68555.671875 Penalty: 680.872864
	Iteration 12Q: 3 clusters Score -68555.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68585.085938 Penalty: 680.872864
	Iteration 13Q: 3 clusters Score -68585.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -68603.734375 Penalty: 680.872864
	Iteration 14Q: 3 clusters Score -68603.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -68619.648438 Penalty: 680.872864
	Iteration 15Q: 3 clusters Score -68619.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -68633.710938 Penalty: 680.872864
	Iteration 16Q: 3 clusters Score -68633.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -68642.851562 Penalty: 680.872864
	Iteration 17Q: 3 clusters Score -68642.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -68651.828125 Penalty: 680.872864
	Iteration 18Q: 3 clusters Score -68651.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -68663.914062 Penalty: 680.872864
	Iteration 19Q: 3 clusters Score -68663.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -68667.671875 Penalty: 680.872864
	Iteration 20F: 3 clusters Score -68667.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -68673.945312 Penalty: 680.872864
	Iteration 21Q: 3 clusters Score -68673.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -68675.773438 Penalty: 680.872864
	Iteration 22Q: 3 clusters Score -68675.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -68677.296875 Penalty: 680.872864
	Iteration 23Q: 3 clusters Score -68677.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -68678.539062 Penalty: 680.872864
	Iteration 24Q: 3 clusters Score -68678.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -68680.398438 Penalty: 680.872864
	Iteration 25Q: 3 clusters Score -68680.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -68680.781250 Penalty: 680.872864
	Iteration 26Q: 3 clusters Score -68680.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -68682.757812 Penalty: 680.872864
	Iteration 27Q: 3 clusters Score -68682.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -68684.343750 Penalty: 680.872864
	Iteration 28Q: 3 clusters Score -68684.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -68684.671875 Penalty: 680.872864
	Iteration 29Q: 3 clusters Score -68684.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -68684.671875 Penalty: 680.872864
	Iteration 30F: 3 clusters Score -68684.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (470649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470649 members 
Entering Unmasked Estep 
Score: -19137992.000000 Penalty: 594.315002
	Iteration 0F: 2 clusters Score -1.913799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235328 members 
Mstep: Class 2 contains 235321 members 
Entering Unmasked Estep 
Score: -18819120.000000 Penalty: 1188.630005
	Iteration 0F: 3 clusters Score -1.881912e+07 nChanged 232864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228834 members 
Mstep: Class 2 contains 241815 members 
Entering Unmasked Estep 
Score: -18960112.000000 Penalty: 1188.630005
	Iteration 1F: 3 clusters Score -1.896011e+07 nChanged 14805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223125 members 
Mstep: Class 2 contains 247524 members 
Entering Unmasked Estep 
Score: -18963262.000000 Penalty: 1188.630005
	Iteration 2Q: 3 clusters Score -1.896326e+07 nChanged 15837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214466 members 
Mstep: Class 2 contains 256183 members 
Entering Unmasked Estep 
Score: -18967452.000000 Penalty: 1188.630005
	Iteration 3Q: 3 clusters Score -1.896745e+07 nChanged 18787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201713 members 
Mstep: Class 2 contains 268936 members 
Entering Unmasked Estep 
Score: -18973666.000000 Penalty: 1188.630005
	Iteration 4Q: 3 clusters Score -1.897367e+07 nChanged 22944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183589 members 
Mstep: Class 2 contains 287060 members 
Entering Unmasked Estep 
Score: -18983550.000000 Penalty: 1188.630005
	Iteration 5Q: 3 clusters Score -1.898355e+07 nChanged 27981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158766 members 
Mstep: Class 2 contains 311883 members 
Entering Unmasked Estep 
Score: -18999302.000000 Penalty: 1188.630005
	Iteration 6F: 3 clusters Score -1.89993e+07 nChanged 33109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127367 members 
Mstep: Class 2 contains 343282 members 
Entering Unmasked Estep 
Score: -19023428.000000 Penalty: 1188.630005
	Iteration 7F: 3 clusters Score -1.902343e+07 nChanged 36283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91938 members 
Mstep: Class 2 contains 378711 members 
Entering Unmasked Estep 
Score: -19054066.000000 Penalty: 1188.630005
	Iteration 8F: 3 clusters Score -1.905407e+07 nChanged 34381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 412732 members 
Entering Unmasked Estep 
Score: -19085674.000000 Penalty: 1188.630005
	Iteration 9F: 3 clusters Score -1.908567e+07 nChanged 26519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 439149 members 
Entering Unmasked Estep 
Score: -19110172.000000 Penalty: 1188.630005
	Iteration 10F: 3 clusters Score -1.911017e+07 nChanged 16576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 455707 members 
Entering Unmasked Estep 
Score: -19125340.000000 Penalty: 1188.630005
	Iteration 11Q: 3 clusters Score -1.912534e+07 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 464276 members 
Entering Unmasked Estep 
Score: -19132848.000000 Penalty: 1188.630005
	Iteration 12Q: 3 clusters Score -1.913285e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 468004 members 
Entering Unmasked Estep 
Score: -19135808.000000 Penalty: 1188.630005
	Iteration 13Q: 3 clusters Score -1.913581e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 469370 members 
Entering Unmasked Estep 
Score: -19136808.000000 Penalty: 1188.630005
	Iteration 14Q: 3 clusters Score -1.913681e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 469845 members 
Entering Unmasked Estep 
Score: -19137230.000000 Penalty: 1188.630005
	Iteration 15Q: 3 clusters Score -1.913723e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 470024 members 
Entering Unmasked Estep 
Score: -19137440.000000 Penalty: 1188.630005
	Iteration 16Q: 3 clusters Score -1.913744e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 470095 members 
Entering Unmasked Estep 
Score: -19137534.000000 Penalty: 1188.630005
	Iteration 17Q: 3 clusters Score -1.913753e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 470135 members 
Entering Unmasked Estep 
Score: -19137592.000000 Penalty: 1188.630005
	Iteration 18Q: 3 clusters Score -1.913759e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 470152 members 
Entering Unmasked Estep 
Score: -19137636.000000 Penalty: 1188.630005
	Iteration 19Q: 3 clusters Score -1.913764e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 470148 members 
Entering Unmasked Estep 
Score: -19137672.000000 Penalty: 1188.630005
	Iteration 20F: 3 clusters Score -1.913767e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 470151 members 
Entering Unmasked Estep 
Score: -19137700.000000 Penalty: 1188.630005
	Iteration 21Q: 3 clusters Score -1.91377e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 470139 members 
Entering Unmasked Estep 
Score: -19137708.000000 Penalty: 1188.630005
	Iteration 22Q: 3 clusters Score -1.913771e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 470130 members 
Entering Unmasked Estep 
Score: -19137718.000000 Penalty: 1188.630005
	Iteration 23Q: 3 clusters Score -1.913772e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 470116 members 
Entering Unmasked Estep 
Score: -19137724.000000 Penalty: 1188.630005
	Iteration 24Q: 3 clusters Score -1.913772e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 470100 members 
Entering Unmasked Estep 
Score: -19137720.000000 Penalty: 1188.630005
	Iteration 25Q: 3 clusters Score -1.913772e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 470082 members 
Entering Unmasked Estep 
Score: -19137750.000000 Penalty: 1188.630005
	Iteration 26Q: 3 clusters Score -1.913775e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 470076 members 
Entering Unmasked Estep 
Score: -19137814.000000 Penalty: 1188.630005
	Iteration 27Q: 3 clusters Score -1.913781e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 470065 members 
Entering Unmasked Estep 
Score: -19137870.000000 Penalty: 1188.630005
	Iteration 28Q: 3 clusters Score -1.913787e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 470053 members 
Entering Unmasked Estep 
Score: -19137854.000000 Penalty: 1188.630005
	Iteration 29Q: 3 clusters Score -1.913785e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 470042 members 
Entering Unmasked Estep 
Score: -19137898.000000 Penalty: 1188.630005
	Iteration 30Q: 3 clusters Score -1.91379e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 470028 members 
Entering Unmasked Estep 
Score: -19137930.000000 Penalty: 1188.630005
	Iteration 31Q: 3 clusters Score -1.913793e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 470016 members 
Entering Unmasked Estep 
Score: -19137944.000000 Penalty: 1188.630005
	Iteration 32Q: 3 clusters Score -1.913794e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 469991 members 
Entering Unmasked Estep 
Score: -19137954.000000 Penalty: 1188.630005
	Iteration 33Q: 3 clusters Score -1.913795e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 469973 members 
Entering Unmasked Estep 
Score: -19137964.000000 Penalty: 1188.630005
	Iteration 34Q: 3 clusters Score -1.913796e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 469956 members 
Entering Unmasked Estep 
Score: -19137956.000000 Penalty: 1188.630005
	Iteration 35Q: 3 clusters Score -1.913796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 469950 members 
Entering Unmasked Estep 
Score: -19137954.000000 Penalty: 1188.630005
	Iteration 36Q: 3 clusters Score -1.913795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 469948 members 
Entering Unmasked Estep 
Score: -19137952.000000 Penalty: 1188.630005
	Iteration 37Q: 3 clusters Score -1.913795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 469948 members 
Entering Unmasked Estep 
Score: -19137966.000000 Penalty: 1188.630005
	Iteration 38F: 3 clusters Score -1.913797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 469940 members 
Entering Unmasked Estep 
Score: -19137984.000000 Penalty: 1188.630005
	Iteration 39Q: 3 clusters Score -1.913798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 469934 members 
Entering Unmasked Estep 
Score: -19137956.000000 Penalty: 1188.630005
	Iteration 40F: 3 clusters Score -1.913796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 469930 members 
Entering Unmasked Estep 
Score: -19137970.000000 Penalty: 1188.630005
	Iteration 41Q: 3 clusters Score -1.913797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 469927 members 
Entering Unmasked Estep 
Score: -19137960.000000 Penalty: 1188.630005
	Iteration 42Q: 3 clusters Score -1.913796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 469917 members 
Entering Unmasked Estep 
Score: -19137954.000000 Penalty: 1188.630005
	Iteration 43Q: 3 clusters Score -1.913795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 469910 members 
Entering Unmasked Estep 
Score: -19137946.000000 Penalty: 1188.630005
	Iteration 44Q: 3 clusters Score -1.913795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 469904 members 
Entering Unmasked Estep 
Score: -19137962.000000 Penalty: 1188.630005
	Iteration 45Q: 3 clusters Score -1.913796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 469897 members 
Entering Unmasked Estep 
Score: -19137970.000000 Penalty: 1188.630005
	Iteration 46Q: 3 clusters Score -1.913797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 469886 members 
Entering Unmasked Estep 
Score: -19137976.000000 Penalty: 1188.630005
	Iteration 47Q: 3 clusters Score -1.913798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 469879 members 
Entering Unmasked Estep 
Score: -19137962.000000 Penalty: 1188.630005
	Iteration 48Q: 3 clusters Score -1.913796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 469873 members 
Entering Unmasked Estep 
Score: -19137966.000000 Penalty: 1188.630005
	Iteration 49Q: 3 clusters Score -1.913797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 469870 members 
Entering Unmasked Estep 
Score: -19137984.000000 Penalty: 1188.630005
	Iteration 50Q: 3 clusters Score -1.913798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 469867 members 
Entering Unmasked Estep 
Score: -19138004.000000 Penalty: 1188.630005
	Iteration 51Q: 3 clusters Score -1.9138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 469866 members 
Entering Unmasked Estep 
Score: -19138002.000000 Penalty: 1188.630005
	Iteration 52Q: 3 clusters Score -1.9138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 469867 members 
Entering Unmasked Estep 
Score: -19137994.000000 Penalty: 1188.630005
	Iteration 53Q: 3 clusters Score -1.913799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 469866 members 
Entering Unmasked Estep 
Score: -19137990.000000 Penalty: 1188.630005
	Iteration 54Q: 3 clusters Score -1.913799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 469866 members 
Entering Unmasked Estep 
Score: -19137990.000000 Penalty: 1188.630005
	Iteration 55F: 3 clusters Score -1.913799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Entering Unmasked Estep 
Score: -244460.984375 Penalty: 395.247925
	Iteration 0F: 2 clusters Score -244461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -240493.750000 Penalty: 790.495850
	Iteration 0F: 3 clusters Score -240493.8 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -241996.515625 Penalty: 790.495850
	Iteration 1F: 3 clusters Score -241996.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -242157.015625 Penalty: 790.495850
	Iteration 2F: 3 clusters Score -242157 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -242334.406250 Penalty: 790.495850
	Iteration 3F: 3 clusters Score -242334.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -242556.984375 Penalty: 790.495850
	Iteration 4F: 3 clusters Score -242557 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -242799.750000 Penalty: 790.495850
	Iteration 5F: 3 clusters Score -242799.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -243049.156250 Penalty: 790.495850
	Iteration 6F: 3 clusters Score -243049.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -243276.953125 Penalty: 790.495850
	Iteration 7F: 3 clusters Score -243277 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -243451.812500 Penalty: 790.495850
	Iteration 8Q: 3 clusters Score -243451.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -243561.718750 Penalty: 790.495850
	Iteration 9Q: 3 clusters Score -243561.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -243625.500000 Penalty: 790.495850
	Iteration 10Q: 3 clusters Score -243625.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -243671.406250 Penalty: 790.495850
	Iteration 11Q: 3 clusters Score -243671.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -243701.437500 Penalty: 790.495850
	Iteration 12Q: 3 clusters Score -243701.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -243727.421875 Penalty: 790.495850
	Iteration 13Q: 3 clusters Score -243727.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -243753.421875 Penalty: 790.495850
	Iteration 14Q: 3 clusters Score -243753.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -243772.281250 Penalty: 790.495850
	Iteration 15Q: 3 clusters Score -243772.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -243789.921875 Penalty: 790.495850
	Iteration 16Q: 3 clusters Score -243789.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -243807.687500 Penalty: 790.495850
	Iteration 17Q: 3 clusters Score -243807.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -243821.484375 Penalty: 790.495850
	Iteration 18Q: 3 clusters Score -243821.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -243837.265625 Penalty: 790.495850
	Iteration 19Q: 3 clusters Score -243837.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -243845.343750 Penalty: 790.495850
	Iteration 20F: 3 clusters Score -243845.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -243856.421875 Penalty: 790.495850
	Iteration 21Q: 3 clusters Score -243856.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -243863.812500 Penalty: 790.495850
	Iteration 22Q: 3 clusters Score -243863.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -243870.734375 Penalty: 790.495850
	Iteration 23Q: 3 clusters Score -243870.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -243878.593750 Penalty: 790.495850
	Iteration 24Q: 3 clusters Score -243878.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -243889.906250 Penalty: 790.495850
	Iteration 25Q: 3 clusters Score -243889.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -243903.906250 Penalty: 790.495850
	Iteration 26Q: 3 clusters Score -243903.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -243920.140625 Penalty: 790.495850
	Iteration 27Q: 3 clusters Score -243920.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -243935.562500 Penalty: 790.495850
	Iteration 28Q: 3 clusters Score -243935.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -243947.406250 Penalty: 790.495850
	Iteration 29Q: 3 clusters Score -243947.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -243958.812500 Penalty: 790.495850
	Iteration 30Q: 3 clusters Score -243958.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -243969.000000 Penalty: 790.495850
	Iteration 31Q: 3 clusters Score -243969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -243975.000000 Penalty: 790.495850
	Iteration 32Q: 3 clusters Score -243975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -243979.093750 Penalty: 790.495850
	Iteration 33Q: 3 clusters Score -243979.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -243983.453125 Penalty: 790.495850
	Iteration 34Q: 3 clusters Score -243983.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -243987.593750 Penalty: 790.495850
	Iteration 35Q: 3 clusters Score -243987.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -243991.281250 Penalty: 790.495850
	Iteration 36Q: 3 clusters Score -243991.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -243995.640625 Penalty: 790.495850
	Iteration 37Q: 3 clusters Score -243995.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -243998.078125 Penalty: 790.495850
	Iteration 38Q: 3 clusters Score -243998.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -243999.859375 Penalty: 790.495850
	Iteration 39Q: 3 clusters Score -243999.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -244001.937500 Penalty: 790.495850
	Iteration 40F: 3 clusters Score -244001.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -244003.406250 Penalty: 790.495850
	Iteration 41Q: 3 clusters Score -244003.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -244005.593750 Penalty: 790.495850
	Iteration 42Q: 3 clusters Score -244005.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -244007.031250 Penalty: 790.495850
	Iteration 43Q: 3 clusters Score -244007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -244007.328125 Penalty: 790.495850
	Iteration 44Q: 3 clusters Score -244007.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -244007.937500 Penalty: 790.495850
	Iteration 45Q: 3 clusters Score -244007.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -244008.437500 Penalty: 790.495850
	Iteration 46Q: 3 clusters Score -244008.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -244009.921875 Penalty: 790.495850
	Iteration 47Q: 3 clusters Score -244009.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -244011.203125 Penalty: 790.495850
	Iteration 48Q: 3 clusters Score -244011.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -244012.531250 Penalty: 790.495850
	Iteration 49Q: 3 clusters Score -244012.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -244013.828125 Penalty: 790.495850
	Iteration 50Q: 3 clusters Score -244013.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -244015.687500 Penalty: 790.495850
	Iteration 51Q: 3 clusters Score -244015.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -244016.453125 Penalty: 790.495850
	Iteration 52Q: 3 clusters Score -244016.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -244017.140625 Penalty: 790.495850
	Iteration 53Q: 3 clusters Score -244017.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -244017.656250 Penalty: 790.495850
	Iteration 54Q: 3 clusters Score -244017.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -244019.203125 Penalty: 790.495850
	Iteration 55Q: 3 clusters Score -244019.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -244021.515625 Penalty: 790.495850
	Iteration 56Q: 3 clusters Score -244021.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -244025.015625 Penalty: 790.495850
	Iteration 57Q: 3 clusters Score -244025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -244027.359375 Penalty: 790.495850
	Iteration 58Q: 3 clusters Score -244027.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -244031.406250 Penalty: 790.495850
	Iteration 59Q: 3 clusters Score -244031.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -244033.890625 Penalty: 790.495850
	Iteration 60F: 3 clusters Score -244033.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -244035.765625 Penalty: 790.495850
	Iteration 61Q: 3 clusters Score -244035.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -244038.781250 Penalty: 790.495850
	Iteration 62Q: 3 clusters Score -244038.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -244040.312500 Penalty: 790.495850
	Iteration 63Q: 3 clusters Score -244040.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -244042.875000 Penalty: 790.495850
	Iteration 64Q: 3 clusters Score -244042.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -244043.796875 Penalty: 790.495850
	Iteration 65Q: 3 clusters Score -244043.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -244045.234375 Penalty: 790.495850
	Iteration 66Q: 3 clusters Score -244045.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -244046.015625 Penalty: 790.495850
	Iteration 67Q: 3 clusters Score -244046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -244048.203125 Penalty: 790.495850
	Iteration 68Q: 3 clusters Score -244048.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -244049.843750 Penalty: 790.495850
	Iteration 69Q: 3 clusters Score -244049.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -244050.750000 Penalty: 790.495850
	Iteration 70Q: 3 clusters Score -244050.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -244051.484375 Penalty: 790.495850
	Iteration 71Q: 3 clusters Score -244051.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -244053.187500 Penalty: 790.495850
	Iteration 72Q: 3 clusters Score -244053.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -244054.703125 Penalty: 790.495850
	Iteration 73Q: 3 clusters Score -244054.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -244057.906250 Penalty: 790.495850
	Iteration 74Q: 3 clusters Score -244057.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -244059.640625 Penalty: 790.495850
	Iteration 75Q: 3 clusters Score -244059.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -244061.015625 Penalty: 790.495850
	Iteration 76Q: 3 clusters Score -244061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -244062.015625 Penalty: 790.495850
	Iteration 77Q: 3 clusters Score -244062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -244063.468750 Penalty: 790.495850
	Iteration 78Q: 3 clusters Score -244063.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -244064.968750 Penalty: 790.495850
	Iteration 79Q: 3 clusters Score -244065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -244064.921875 Penalty: 790.495850
	Iteration 80F: 3 clusters Score -244064.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -244066.625000 Penalty: 790.495850
	Iteration 81Q: 3 clusters Score -244066.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -244067.250000 Penalty: 790.495850
	Iteration 82Q: 3 clusters Score -244067.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -244068.390625 Penalty: 790.495850
	Iteration 83Q: 3 clusters Score -244068.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -244068.984375 Penalty: 790.495850
	Iteration 84Q: 3 clusters Score -244069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -244070.859375 Penalty: 790.495850
	Iteration 85Q: 3 clusters Score -244070.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -244074.109375 Penalty: 790.495850
	Iteration 86Q: 3 clusters Score -244074.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -244076.937500 Penalty: 790.495850
	Iteration 87Q: 3 clusters Score -244076.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -244079.109375 Penalty: 790.495850
	Iteration 88Q: 3 clusters Score -244079.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -244082.250000 Penalty: 790.495850
	Iteration 89Q: 3 clusters Score -244082.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -244086.406250 Penalty: 790.495850
	Iteration 90Q: 3 clusters Score -244086.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -244089.609375 Penalty: 790.495850
	Iteration 91Q: 3 clusters Score -244089.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -244093.937500 Penalty: 790.495850
	Iteration 92Q: 3 clusters Score -244093.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -244096.296875 Penalty: 790.495850
	Iteration 93Q: 3 clusters Score -244096.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -244099.875000 Penalty: 790.495850
	Iteration 94Q: 3 clusters Score -244099.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -244101.750000 Penalty: 790.495850
	Iteration 95Q: 3 clusters Score -244101.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -244103.968750 Penalty: 790.495850
	Iteration 96Q: 3 clusters Score -244104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -244106.765625 Penalty: 790.495850
	Iteration 97Q: 3 clusters Score -244106.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -244110.406250 Penalty: 790.495850
	Iteration 98Q: 3 clusters Score -244110.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -244116.359375 Penalty: 790.495850
	Iteration 99Q: 3 clusters Score -244116.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -244122.781250 Penalty: 790.495850
	Iteration 100F: 3 clusters Score -244122.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -244127.609375 Penalty: 790.495850
	Iteration 101Q: 3 clusters Score -244127.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -244132.578125 Penalty: 790.495850
	Iteration 102Q: 3 clusters Score -244132.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -244135.515625 Penalty: 790.495850
	Iteration 103Q: 3 clusters Score -244135.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -244138.343750 Penalty: 790.495850
	Iteration 104Q: 3 clusters Score -244138.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -244139.781250 Penalty: 790.495850
	Iteration 105Q: 3 clusters Score -244139.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -244141.937500 Penalty: 790.495850
	Iteration 106Q: 3 clusters Score -244141.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -244145.437500 Penalty: 790.495850
	Iteration 107Q: 3 clusters Score -244145.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -244149.343750 Penalty: 790.495850
	Iteration 108Q: 3 clusters Score -244149.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -244152.203125 Penalty: 790.495850
	Iteration 109Q: 3 clusters Score -244152.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -244153.984375 Penalty: 790.495850
	Iteration 110Q: 3 clusters Score -244154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -244157.687500 Penalty: 790.495850
	Iteration 111Q: 3 clusters Score -244157.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -244160.640625 Penalty: 790.495850
	Iteration 112Q: 3 clusters Score -244160.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -244162.578125 Penalty: 790.495850
	Iteration 113Q: 3 clusters Score -244162.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -244163.640625 Penalty: 790.495850
	Iteration 114Q: 3 clusters Score -244163.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -244164.921875 Penalty: 790.495850
	Iteration 115Q: 3 clusters Score -244164.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -244164.562500 Penalty: 790.495850
	Iteration 116Q: 3 clusters Score -244164.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -244165.218750 Penalty: 790.495850
	Iteration 117Q: 3 clusters Score -244165.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -244166.203125 Penalty: 790.495850
	Iteration 118Q: 3 clusters Score -244166.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -244168.109375 Penalty: 790.495850
	Iteration 119Q: 3 clusters Score -244168.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -244168.890625 Penalty: 790.495850
	Iteration 120F: 3 clusters Score -244168.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -244170.312500 Penalty: 790.495850
	Iteration 121Q: 3 clusters Score -244170.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -244172.234375 Penalty: 790.495850
	Iteration 122Q: 3 clusters Score -244172.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -244174.250000 Penalty: 790.495850
	Iteration 123Q: 3 clusters Score -244174.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -244176.296875 Penalty: 790.495850
	Iteration 124Q: 3 clusters Score -244176.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -244178.859375 Penalty: 790.495850
	Iteration 125Q: 3 clusters Score -244178.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -244179.703125 Penalty: 790.495850
	Iteration 126Q: 3 clusters Score -244179.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -244179.843750 Penalty: 790.495850
	Iteration 127Q: 3 clusters Score -244179.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -244180.812500 Penalty: 790.495850
	Iteration 128Q: 3 clusters Score -244180.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -244181.593750 Penalty: 790.495850
	Iteration 129Q: 3 clusters Score -244181.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -244181.203125 Penalty: 790.495850
	Iteration 130Q: 3 clusters Score -244181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -244181.187500 Penalty: 790.495850
	Iteration 131Q: 3 clusters Score -244181.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -244181.187500 Penalty: 790.495850
	Iteration 132F: 3 clusters Score -244181.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Entering Unmasked Estep 
Score: -265740.812500 Penalty: 401.703156
	Iteration 0F: 2 clusters Score -265740.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -261171.656250 Penalty: 803.406311
	Iteration 0F: 3 clusters Score -261171.7 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -263162.062500 Penalty: 803.406311
	Iteration 1F: 3 clusters Score -263162.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -263612.218750 Penalty: 803.406311
	Iteration 2F: 3 clusters Score -263612.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -264202.937500 Penalty: 803.406311
	Iteration 3F: 3 clusters Score -264202.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -264751.468750 Penalty: 803.406311
	Iteration 4F: 3 clusters Score -264751.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -265082.062500 Penalty: 803.406311
	Iteration 5F: 3 clusters Score -265082.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -265212.937500 Penalty: 803.406311
	Iteration 6Q: 3 clusters Score -265212.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -265274.968750 Penalty: 803.406311
	Iteration 7Q: 3 clusters Score -265275 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -265308.406250 Penalty: 803.406311
	Iteration 8Q: 3 clusters Score -265308.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -265329.062500 Penalty: 803.406311
	Iteration 9Q: 3 clusters Score -265329.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -265346.531250 Penalty: 803.406311
	Iteration 10Q: 3 clusters Score -265346.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -265355.843750 Penalty: 803.406311
	Iteration 11Q: 3 clusters Score -265355.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -265363.812500 Penalty: 803.406311
	Iteration 12Q: 3 clusters Score -265363.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -265373.625000 Penalty: 803.406311
	Iteration 13Q: 3 clusters Score -265373.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -265383.500000 Penalty: 803.406311
	Iteration 14Q: 3 clusters Score -265383.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -265390.687500 Penalty: 803.406311
	Iteration 15Q: 3 clusters Score -265390.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -265395.437500 Penalty: 803.406311
	Iteration 16Q: 3 clusters Score -265395.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -265399.468750 Penalty: 803.406311
	Iteration 17Q: 3 clusters Score -265399.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -265401.937500 Penalty: 803.406311
	Iteration 18Q: 3 clusters Score -265401.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -265403.687500 Penalty: 803.406311
	Iteration 19Q: 3 clusters Score -265403.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -265406.375000 Penalty: 803.406311
	Iteration 20F: 3 clusters Score -265406.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -265408.312500 Penalty: 803.406311
	Iteration 21Q: 3 clusters Score -265408.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -265409.437500 Penalty: 803.406311
	Iteration 22Q: 3 clusters Score -265409.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -265411.625000 Penalty: 803.406311
	Iteration 23Q: 3 clusters Score -265411.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -265413.156250 Penalty: 803.406311
	Iteration 24Q: 3 clusters Score -265413.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -265415.375000 Penalty: 803.406311
	Iteration 25Q: 3 clusters Score -265415.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -265417.718750 Penalty: 803.406311
	Iteration 26Q: 3 clusters Score -265417.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -265418.812500 Penalty: 803.406311
	Iteration 27Q: 3 clusters Score -265418.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -265419.843750 Penalty: 803.406311
	Iteration 28Q: 3 clusters Score -265419.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -265420.562500 Penalty: 803.406311
	Iteration 29Q: 3 clusters Score -265420.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -265421.062500 Penalty: 803.406311
	Iteration 30Q: 3 clusters Score -265421.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -265421.562500 Penalty: 803.406311
	Iteration 31Q: 3 clusters Score -265421.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -265421.781250 Penalty: 803.406311
	Iteration 32Q: 3 clusters Score -265421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -265422.093750 Penalty: 803.406311
	Iteration 33Q: 3 clusters Score -265422.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -265422.062500 Penalty: 803.406311
	Iteration 34Q: 3 clusters Score -265422.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -265422.156250 Penalty: 803.406311
	Iteration 35Q: 3 clusters Score -265422.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -265422.156250 Penalty: 803.406311
	Iteration 36F: 3 clusters Score -265422.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -64281.847656 Penalty: 343.746063
	Iteration 0F: 2 clusters Score -64281.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -62929.562500 Penalty: 687.492126
	Iteration 0F: 3 clusters Score -62929.56 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -63396.527344 Penalty: 687.492126
	Iteration 1F: 3 clusters Score -63396.53 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -63476.652344 Penalty: 687.492126
	Iteration 2F: 3 clusters Score -63476.65 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -63558.570312 Penalty: 687.492126
	Iteration 3F: 3 clusters Score -63558.57 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -63632.703125 Penalty: 687.492126
	Iteration 4F: 3 clusters Score -63632.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -63689.968750 Penalty: 687.492126
	Iteration 5F: 3 clusters Score -63689.97 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -63735.664062 Penalty: 687.492126
	Iteration 6Q: 3 clusters Score -63735.66 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -63801.906250 Penalty: 687.492126
	Iteration 7Q: 3 clusters Score -63801.91 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -63846.546875 Penalty: 687.492126
	Iteration 8Q: 3 clusters Score -63846.55 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -63877.839844 Penalty: 687.492126
	Iteration 9Q: 3 clusters Score -63877.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -63907.652344 Penalty: 687.492126
	Iteration 10Q: 3 clusters Score -63907.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -63936.980469 Penalty: 687.492126
	Iteration 11Q: 3 clusters Score -63936.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -63963.957031 Penalty: 687.492126
	Iteration 12Q: 3 clusters Score -63963.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -63995.250000 Penalty: 687.492126
	Iteration 13Q: 3 clusters Score -63995.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -64018.429688 Penalty: 687.492126
	Iteration 14Q: 3 clusters Score -64018.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -64031.503906 Penalty: 687.492126
	Iteration 15Q: 3 clusters Score -64031.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -64038.152344 Penalty: 687.492126
	Iteration 16Q: 3 clusters Score -64038.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -64042.636719 Penalty: 687.492126
	Iteration 17Q: 3 clusters Score -64042.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -64044.851562 Penalty: 687.492126
	Iteration 18Q: 3 clusters Score -64044.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -64045.593750 Penalty: 687.492126
	Iteration 19Q: 3 clusters Score -64045.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -64046.140625 Penalty: 687.492126
	Iteration 20F: 3 clusters Score -64046.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -64047.226562 Penalty: 687.492126
	Iteration 21Q: 3 clusters Score -64047.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -64047.851562 Penalty: 687.492126
	Iteration 22Q: 3 clusters Score -64047.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -64048.410156 Penalty: 687.492126
	Iteration 23Q: 3 clusters Score -64048.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -64049.457031 Penalty: 687.492126
	Iteration 24Q: 3 clusters Score -64049.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -64050.679688 Penalty: 687.492126
	Iteration 25Q: 3 clusters Score -64050.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -64052.500000 Penalty: 687.492126
	Iteration 26Q: 3 clusters Score -64052.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -64055.023438 Penalty: 687.492126
	Iteration 27Q: 3 clusters Score -64055.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -64057.832031 Penalty: 687.492126
	Iteration 28Q: 3 clusters Score -64057.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -64061.195312 Penalty: 687.492126
	Iteration 29Q: 3 clusters Score -64061.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -64069.652344 Penalty: 687.492126
	Iteration 30Q: 3 clusters Score -64069.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -64076.839844 Penalty: 687.492126
	Iteration 31Q: 3 clusters Score -64076.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -64084.070312 Penalty: 687.492126
	Iteration 32Q: 3 clusters Score -64084.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -64092.820312 Penalty: 687.492126
	Iteration 33Q: 3 clusters Score -64092.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -64103.175781 Penalty: 687.492126
	Iteration 34Q: 3 clusters Score -64103.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -64113.214844 Penalty: 687.492126
	Iteration 35Q: 3 clusters Score -64113.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -64125.437500 Penalty: 687.492126
	Iteration 36Q: 3 clusters Score -64125.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -64138.976562 Penalty: 687.492126
	Iteration 37Q: 3 clusters Score -64138.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -64151.523438 Penalty: 687.492126
	Iteration 38Q: 3 clusters Score -64151.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -64168.328125 Penalty: 687.492126
	Iteration 39Q: 3 clusters Score -64168.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -64181.750000 Penalty: 687.492126
	Iteration 40F: 3 clusters Score -64181.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -64193.753906 Penalty: 687.492126
	Iteration 41Q: 3 clusters Score -64193.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -64202.925781 Penalty: 687.492126
	Iteration 42Q: 3 clusters Score -64202.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -64208.730469 Penalty: 687.492126
	Iteration 43Q: 3 clusters Score -64208.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -64215.527344 Penalty: 687.492126
	Iteration 44Q: 3 clusters Score -64215.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -64227.367188 Penalty: 687.492126
	Iteration 45Q: 3 clusters Score -64227.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -64231.187500 Penalty: 687.492126
	Iteration 46Q: 3 clusters Score -64231.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -64234.476562 Penalty: 687.492126
	Iteration 47Q: 3 clusters Score -64234.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -64236.519531 Penalty: 687.492126
	Iteration 48Q: 3 clusters Score -64236.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -64237.820312 Penalty: 687.492126
	Iteration 49Q: 3 clusters Score -64237.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -64239.113281 Penalty: 687.492126
	Iteration 50Q: 3 clusters Score -64239.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -64240.105469 Penalty: 687.492126
	Iteration 51Q: 3 clusters Score -64240.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -64241.089844 Penalty: 687.492126
	Iteration 52Q: 3 clusters Score -64241.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -64241.597656 Penalty: 687.492126
	Iteration 53Q: 3 clusters Score -64241.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -64241.691406 Penalty: 687.492126
	Iteration 54Q: 3 clusters Score -64241.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -64241.847656 Penalty: 687.492126
	Iteration 55Q: 3 clusters Score -64241.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -64241.847656 Penalty: 687.492126
	Iteration 56F: 3 clusters Score -64241.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -32114.578125 Penalty: 307.756775
	Iteration 0F: 2 clusters Score -32114.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -31413.970703 Penalty: 615.513550
	Iteration 0F: 3 clusters Score -31413.97 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -31655.158203 Penalty: 615.513550
	Iteration 1F: 3 clusters Score -31655.16 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -31712.400391 Penalty: 615.513550
	Iteration 2F: 3 clusters Score -31712.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -31736.238281 Penalty: 615.513550
	Iteration 3F: 3 clusters Score -31736.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -31748.468750 Penalty: 615.513550
	Iteration 4Q: 3 clusters Score -31748.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -31757.298828 Penalty: 615.513550
	Iteration 5Q: 3 clusters Score -31757.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -31767.626953 Penalty: 615.513550
	Iteration 6Q: 3 clusters Score -31767.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -31776.431641 Penalty: 615.513550
	Iteration 7Q: 3 clusters Score -31776.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -31778.667969 Penalty: 615.513550
	Iteration 8Q: 3 clusters Score -31778.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -31780.144531 Penalty: 615.513550
	Iteration 9Q: 3 clusters Score -31780.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -31780.679688 Penalty: 615.513550
	Iteration 10Q: 3 clusters Score -31780.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -31780.996094 Penalty: 615.513550
	Iteration 11Q: 3 clusters Score -31781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -31781.203125 Penalty: 615.513550
	Iteration 12Q: 3 clusters Score -31781.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -31781.285156 Penalty: 615.513550
	Iteration 13Q: 3 clusters Score -31781.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -31781.824219 Penalty: 615.513550
	Iteration 14Q: 3 clusters Score -31781.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -31782.855469 Penalty: 615.513550
	Iteration 15Q: 3 clusters Score -31782.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -31783.787109 Penalty: 615.513550
	Iteration 16Q: 3 clusters Score -31783.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -31784.361328 Penalty: 615.513550
	Iteration 17Q: 3 clusters Score -31784.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -31784.816406 Penalty: 615.513550
	Iteration 18Q: 3 clusters Score -31784.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -31785.142578 Penalty: 615.513550
	Iteration 19Q: 3 clusters Score -31785.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -31785.574219 Penalty: 615.513550
	Iteration 20F: 3 clusters Score -31785.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -31786.488281 Penalty: 615.513550
	Iteration 21Q: 3 clusters Score -31786.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -31788.039062 Penalty: 615.513550
	Iteration 22Q: 3 clusters Score -31788.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -31790.228516 Penalty: 615.513550
	Iteration 23Q: 3 clusters Score -31790.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -31794.412109 Penalty: 615.513550
	Iteration 24Q: 3 clusters Score -31794.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -31798.601562 Penalty: 615.513550
	Iteration 25Q: 3 clusters Score -31798.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -31806.890625 Penalty: 615.513550
	Iteration 26Q: 3 clusters Score -31806.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -31814.595703 Penalty: 615.513550
	Iteration 27Q: 3 clusters Score -31814.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -31830.619141 Penalty: 615.513550
	Iteration 28Q: 3 clusters Score -31830.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -31846.718750 Penalty: 615.513550
	Iteration 29Q: 3 clusters Score -31846.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -31874.289062 Penalty: 615.513550
	Iteration 30Q: 3 clusters Score -31874.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -31891.222656 Penalty: 615.513550
	Iteration 31Q: 3 clusters Score -31891.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -31907.105469 Penalty: 615.513550
	Iteration 32Q: 3 clusters Score -31907.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -31916.183594 Penalty: 615.513550
	Iteration 33Q: 3 clusters Score -31916.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -31917.685547 Penalty: 615.513550
	Iteration 34Q: 3 clusters Score -31917.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -31921.443359 Penalty: 615.513550
	Iteration 35Q: 3 clusters Score -31921.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -31923.787109 Penalty: 615.513550
	Iteration 36Q: 3 clusters Score -31923.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -31924.363281 Penalty: 615.513550
	Iteration 37Q: 3 clusters Score -31924.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -31925.474609 Penalty: 615.513550
	Iteration 38Q: 3 clusters Score -31925.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -31929.152344 Penalty: 615.513550
	Iteration 39Q: 3 clusters Score -31929.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -31929.730469 Penalty: 615.513550
	Iteration 40F: 3 clusters Score -31929.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Entering Unmasked Estep 
Score: -229342.296875 Penalty: 392.802338
	Iteration 0F: 2 clusters Score -229342.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -225578.796875 Penalty: 785.604675
	Iteration 0F: 3 clusters Score -225578.8 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -227113.546875 Penalty: 785.604675
	Iteration 1F: 3 clusters Score -227113.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -227276.796875 Penalty: 785.604675
	Iteration 2F: 3 clusters Score -227276.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -227438.937500 Penalty: 785.604675
	Iteration 3F: 3 clusters Score -227438.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -227601.140625 Penalty: 785.604675
	Iteration 4F: 3 clusters Score -227601.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -227780.656250 Penalty: 785.604675
	Iteration 5F: 3 clusters Score -227780.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -227937.000000 Penalty: 785.604675
	Iteration 6Q: 3 clusters Score -227937 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -228072.171875 Penalty: 785.604675
	Iteration 7Q: 3 clusters Score -228072.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -228201.843750 Penalty: 785.604675
	Iteration 8Q: 3 clusters Score -228201.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -228316.390625 Penalty: 785.604675
	Iteration 9Q: 3 clusters Score -228316.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -228420.328125 Penalty: 785.604675
	Iteration 10Q: 3 clusters Score -228420.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -228494.218750 Penalty: 785.604675
	Iteration 11Q: 3 clusters Score -228494.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -228555.562500 Penalty: 785.604675
	Iteration 12Q: 3 clusters Score -228555.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -228622.578125 Penalty: 785.604675
	Iteration 13Q: 3 clusters Score -228622.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -228691.750000 Penalty: 785.604675
	Iteration 14Q: 3 clusters Score -228691.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -228769.406250 Penalty: 785.604675
	Iteration 15Q: 3 clusters Score -228769.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -228852.500000 Penalty: 785.604675
	Iteration 16Q: 3 clusters Score -228852.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -228921.718750 Penalty: 785.604675
	Iteration 17Q: 3 clusters Score -228921.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -229005.937500 Penalty: 785.604675
	Iteration 18Q: 3 clusters Score -229005.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -229093.468750 Penalty: 785.604675
	Iteration 19Q: 3 clusters Score -229093.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -229182.421875 Penalty: 785.604675
	Iteration 20F: 3 clusters Score -229182.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -229229.437500 Penalty: 785.604675
	Iteration 21Q: 3 clusters Score -229229.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -229267.765625 Penalty: 785.604675
	Iteration 22Q: 3 clusters Score -229267.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -229296.234375 Penalty: 785.604675
	Iteration 23Q: 3 clusters Score -229296.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -229312.484375 Penalty: 785.604675
	Iteration 24Q: 3 clusters Score -229312.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -229319.125000 Penalty: 785.604675
	Iteration 25Q: 3 clusters Score -229319.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -229322.656250 Penalty: 785.604675
	Iteration 26Q: 3 clusters Score -229322.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -229326.343750 Penalty: 785.604675
	Iteration 27Q: 3 clusters Score -229326.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -229328.437500 Penalty: 785.604675
	Iteration 28Q: 3 clusters Score -229328.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -229330.796875 Penalty: 785.604675
	Iteration 29Q: 3 clusters Score -229330.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -229332.453125 Penalty: 785.604675
	Iteration 30Q: 3 clusters Score -229332.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -229333.125000 Penalty: 785.604675
	Iteration 31Q: 3 clusters Score -229333.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -229335.531250 Penalty: 785.604675
	Iteration 32Q: 3 clusters Score -229335.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -229336.906250 Penalty: 785.604675
	Iteration 33Q: 3 clusters Score -229336.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -229338.062500 Penalty: 785.604675
	Iteration 34Q: 3 clusters Score -229338.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -229340.203125 Penalty: 785.604675
	Iteration 35Q: 3 clusters Score -229340.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -229341.359375 Penalty: 785.604675
	Iteration 36Q: 3 clusters Score -229341.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -229342.421875 Penalty: 785.604675
	Iteration 37Q: 3 clusters Score -229342.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -229343.828125 Penalty: 785.604675
	Iteration 38Q: 3 clusters Score -229343.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -229344.765625 Penalty: 785.604675
	Iteration 39Q: 3 clusters Score -229344.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -229346.031250 Penalty: 785.604675
	Iteration 40F: 3 clusters Score -229346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -229345.734375 Penalty: 785.604675
	Iteration 41Q: 3 clusters Score -229345.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -229345.734375 Penalty: 785.604675
	Iteration 42F: 3 clusters Score -229345.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59890 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2459 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13701 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 5089 members 
Mstep: Class 11 contains 4366 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29273 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 470649 members 
Mstep: Class 17 contains 5924 members 
Mstep: Class 18 contains 6827 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 4856 members 
Mstep: Class 22 contains 1616 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12328 members 
Mstep: Class 26 contains 1621 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14585 members 
Mstep: Class 29 contains 26810 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1384 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 758 members 
Entering Unmasked Estep 
Score: -28298222.000000 Penalty: 22728.593750
Splitting cluster 21 changes total score from -28298530.000000 to -28298222.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -62386.582031 Penalty: 336.140778
	Iteration 0F: 2 clusters Score -62386.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -61196.968750 Penalty: 672.281555
	Iteration 0F: 3 clusters Score -61196.97 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -61605.148438 Penalty: 672.281555
	Iteration 1F: 3 clusters Score -61605.15 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -61672.484375 Penalty: 672.281555
	Iteration 2F: 3 clusters Score -61672.48 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -61739.250000 Penalty: 672.281555
	Iteration 3F: 3 clusters Score -61739.25 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -61822.839844 Penalty: 672.281555
	Iteration 4Q: 3 clusters Score -61822.84 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -61919.453125 Penalty: 672.281555
	Iteration 5F: 3 clusters Score -61919.45 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -61998.765625 Penalty: 672.281555
	Iteration 6F: 3 clusters Score -61998.77 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -62047.628906 Penalty: 672.281555
	Iteration 7Q: 3 clusters Score -62047.63 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -62079.625000 Penalty: 672.281555
	Iteration 8Q: 3 clusters Score -62079.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -62106.644531 Penalty: 672.281555
	Iteration 9Q: 3 clusters Score -62106.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -62126.144531 Penalty: 672.281555
	Iteration 10Q: 3 clusters Score -62126.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -62139.257812 Penalty: 672.281555
	Iteration 11Q: 3 clusters Score -62139.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -62147.675781 Penalty: 672.281555
	Iteration 12Q: 3 clusters Score -62147.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -62153.097656 Penalty: 672.281555
	Iteration 13Q: 3 clusters Score -62153.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -62158.703125 Penalty: 672.281555
	Iteration 14Q: 3 clusters Score -62158.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -62166.648438 Penalty: 672.281555
	Iteration 15Q: 3 clusters Score -62166.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -62175.558594 Penalty: 672.281555
	Iteration 16Q: 3 clusters Score -62175.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -62189.906250 Penalty: 672.281555
	Iteration 17Q: 3 clusters Score -62189.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -62202.375000 Penalty: 672.281555
	Iteration 18Q: 3 clusters Score -62202.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -62211.535156 Penalty: 672.281555
	Iteration 19Q: 3 clusters Score -62211.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -62217.781250 Penalty: 672.281555
	Iteration 20F: 3 clusters Score -62217.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -62222.691406 Penalty: 672.281555
	Iteration 21Q: 3 clusters Score -62222.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -62225.414062 Penalty: 672.281555
	Iteration 22Q: 3 clusters Score -62225.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -62226.765625 Penalty: 672.281555
	Iteration 23Q: 3 clusters Score -62226.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -62227.847656 Penalty: 672.281555
	Iteration 24Q: 3 clusters Score -62227.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -62229.546875 Penalty: 672.281555
	Iteration 25Q: 3 clusters Score -62229.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -62231.960938 Penalty: 672.281555
	Iteration 26Q: 3 clusters Score -62231.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -62237.746094 Penalty: 672.281555
	Iteration 27Q: 3 clusters Score -62237.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -62242.984375 Penalty: 672.281555
	Iteration 28Q: 3 clusters Score -62242.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -62245.636719 Penalty: 672.281555
	Iteration 29Q: 3 clusters Score -62245.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -62246.664062 Penalty: 672.281555
	Iteration 30Q: 3 clusters Score -62246.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -62247.847656 Penalty: 672.281555
	Iteration 31Q: 3 clusters Score -62247.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -62250.132812 Penalty: 672.281555
	Iteration 32Q: 3 clusters Score -62250.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -62251.691406 Penalty: 672.281555
	Iteration 33Q: 3 clusters Score -62251.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -62252.941406 Penalty: 672.281555
	Iteration 34Q: 3 clusters Score -62252.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -62253.640625 Penalty: 672.281555
	Iteration 35Q: 3 clusters Score -62253.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -62253.820312 Penalty: 672.281555
	Iteration 36Q: 3 clusters Score -62253.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -62253.835938 Penalty: 672.281555
	Iteration 37Q: 3 clusters Score -62253.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -62253.835938 Penalty: 672.281555
	Iteration 38F: 3 clusters Score -62253.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Entering Unmasked Estep 
Score: -232334.343750 Penalty: 395.217163
	Iteration 0F: 2 clusters Score -232334.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -228382.937500 Penalty: 790.434326
	Iteration 0F: 3 clusters Score -228382.9 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -229826.281250 Penalty: 790.434326
	Iteration 1F: 3 clusters Score -229826.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -230044.203125 Penalty: 790.434326
	Iteration 2F: 3 clusters Score -230044.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -230305.578125 Penalty: 790.434326
	Iteration 3F: 3 clusters Score -230305.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -230608.375000 Penalty: 790.434326
	Iteration 4F: 3 clusters Score -230608.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -230914.671875 Penalty: 790.434326
	Iteration 5F: 3 clusters Score -230914.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -231197.343750 Penalty: 790.434326
	Iteration 6F: 3 clusters Score -231197.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -231421.312500 Penalty: 790.434326
	Iteration 7Q: 3 clusters Score -231421.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -231583.453125 Penalty: 790.434326
	Iteration 8Q: 3 clusters Score -231583.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -231695.609375 Penalty: 790.434326
	Iteration 9Q: 3 clusters Score -231695.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -231769.250000 Penalty: 790.434326
	Iteration 10Q: 3 clusters Score -231769.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -231809.078125 Penalty: 790.434326
	Iteration 11Q: 3 clusters Score -231809.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -231831.781250 Penalty: 790.434326
	Iteration 12Q: 3 clusters Score -231831.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -231851.875000 Penalty: 790.434326
	Iteration 13Q: 3 clusters Score -231851.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -231874.000000 Penalty: 790.434326
	Iteration 14Q: 3 clusters Score -231874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -231891.640625 Penalty: 790.434326
	Iteration 15Q: 3 clusters Score -231891.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -231912.359375 Penalty: 790.434326
	Iteration 16Q: 3 clusters Score -231912.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -231934.031250 Penalty: 790.434326
	Iteration 17Q: 3 clusters Score -231934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -231951.015625 Penalty: 790.434326
	Iteration 18Q: 3 clusters Score -231951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -231969.468750 Penalty: 790.434326
	Iteration 19Q: 3 clusters Score -231969.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -231988.500000 Penalty: 790.434326
	Iteration 20F: 3 clusters Score -231988.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -232004.734375 Penalty: 790.434326
	Iteration 21Q: 3 clusters Score -232004.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -232015.359375 Penalty: 790.434326
	Iteration 22Q: 3 clusters Score -232015.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -232022.875000 Penalty: 790.434326
	Iteration 23Q: 3 clusters Score -232022.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -232030.031250 Penalty: 790.434326
	Iteration 24Q: 3 clusters Score -232030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -232035.703125 Penalty: 790.434326
	Iteration 25Q: 3 clusters Score -232035.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -232041.046875 Penalty: 790.434326
	Iteration 26Q: 3 clusters Score -232041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -232045.312500 Penalty: 790.434326
	Iteration 27Q: 3 clusters Score -232045.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -232046.609375 Penalty: 790.434326
	Iteration 28Q: 3 clusters Score -232046.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -232048.375000 Penalty: 790.434326
	Iteration 29Q: 3 clusters Score -232048.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -232052.046875 Penalty: 790.434326
	Iteration 30Q: 3 clusters Score -232052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -232054.890625 Penalty: 790.434326
	Iteration 31Q: 3 clusters Score -232054.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -232058.671875 Penalty: 790.434326
	Iteration 32Q: 3 clusters Score -232058.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -232059.265625 Penalty: 790.434326
	Iteration 33Q: 3 clusters Score -232059.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -232059.593750 Penalty: 790.434326
	Iteration 34Q: 3 clusters Score -232059.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -232060.281250 Penalty: 790.434326
	Iteration 35Q: 3 clusters Score -232060.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -232060.578125 Penalty: 790.434326
	Iteration 36Q: 3 clusters Score -232060.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -232061.343750 Penalty: 790.434326
	Iteration 37Q: 3 clusters Score -232061.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -232061.640625 Penalty: 790.434326
	Iteration 38Q: 3 clusters Score -232061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -232061.781250 Penalty: 790.434326
	Iteration 39Q: 3 clusters Score -232061.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -232062.609375 Penalty: 790.434326
	Iteration 40F: 3 clusters Score -232062.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -232062.890625 Penalty: 790.434326
	Iteration 41Q: 3 clusters Score -232062.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -232063.406250 Penalty: 790.434326
	Iteration 42Q: 3 clusters Score -232063.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -232064.968750 Penalty: 790.434326
	Iteration 43Q: 3 clusters Score -232065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -232065.500000 Penalty: 790.434326
	Iteration 44Q: 3 clusters Score -232065.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -232066.265625 Penalty: 790.434326
	Iteration 45Q: 3 clusters Score -232066.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -232066.375000 Penalty: 790.434326
	Iteration 46Q: 3 clusters Score -232066.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -232066.265625 Penalty: 790.434326
	Iteration 47Q: 3 clusters Score -232066.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -232066.250000 Penalty: 790.434326
	Iteration 48Q: 3 clusters Score -232066.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -232066.296875 Penalty: 790.434326
	Iteration 49Q: 3 clusters Score -232066.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -232066.296875 Penalty: 790.434326
	Iteration 50F: 3 clusters Score -232066.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -43230.128906 Penalty: 319.661987
	Iteration 0F: 2 clusters Score -43230.13 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 585 members 
Entering Unmasked Estep 
Score: -42384.585938 Penalty: 639.323975
	Iteration 0F: 3 clusters Score -42384.59 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -42619.187500 Penalty: 639.323975
	Iteration 1F: 3 clusters Score -42619.19 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -42670.589844 Penalty: 639.323975
	Iteration 2F: 3 clusters Score -42670.59 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -42703.281250 Penalty: 639.323975
	Iteration 3F: 3 clusters Score -42703.28 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -42731.968750 Penalty: 639.323975
	Iteration 4Q: 3 clusters Score -42731.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -42747.921875 Penalty: 639.323975
	Iteration 5Q: 3 clusters Score -42747.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -42770.781250 Penalty: 639.323975
	Iteration 6Q: 3 clusters Score -42770.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -42796.070312 Penalty: 639.323975
	Iteration 7Q: 3 clusters Score -42796.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -42817.859375 Penalty: 639.323975
	Iteration 8Q: 3 clusters Score -42817.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -42839.519531 Penalty: 639.323975
	Iteration 9Q: 3 clusters Score -42839.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -42855.609375 Penalty: 639.323975
	Iteration 10Q: 3 clusters Score -42855.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -42865.398438 Penalty: 639.323975
	Iteration 11Q: 3 clusters Score -42865.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -42879.585938 Penalty: 639.323975
	Iteration 12Q: 3 clusters Score -42879.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -42886.347656 Penalty: 639.323975
	Iteration 13Q: 3 clusters Score -42886.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -42890.574219 Penalty: 639.323975
	Iteration 14Q: 3 clusters Score -42890.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -42893.164062 Penalty: 639.323975
	Iteration 15Q: 3 clusters Score -42893.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -42896.945312 Penalty: 639.323975
	Iteration 16Q: 3 clusters Score -42896.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -42900.628906 Penalty: 639.323975
	Iteration 17Q: 3 clusters Score -42900.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -42905.664062 Penalty: 639.323975
	Iteration 18Q: 3 clusters Score -42905.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -42914.671875 Penalty: 639.323975
	Iteration 19Q: 3 clusters Score -42914.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -42923.878906 Penalty: 639.323975
	Iteration 20F: 3 clusters Score -42923.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -42935.679688 Penalty: 639.323975
	Iteration 21Q: 3 clusters Score -42935.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -42952.121094 Penalty: 639.323975
	Iteration 22Q: 3 clusters Score -42952.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -42965.027344 Penalty: 639.323975
	Iteration 23Q: 3 clusters Score -42965.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -42975.417969 Penalty: 639.323975
	Iteration 24Q: 3 clusters Score -42975.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -42990.250000 Penalty: 639.323975
	Iteration 25Q: 3 clusters Score -42990.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -43001.632812 Penalty: 639.323975
	Iteration 26Q: 3 clusters Score -43001.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -43013.394531 Penalty: 639.323975
	Iteration 27Q: 3 clusters Score -43013.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -43020.582031 Penalty: 639.323975
	Iteration 28Q: 3 clusters Score -43020.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -43022.812500 Penalty: 639.323975
	Iteration 29Q: 3 clusters Score -43022.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -43025.085938 Penalty: 639.323975
	Iteration 30Q: 3 clusters Score -43025.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -43027.207031 Penalty: 639.323975
	Iteration 31Q: 3 clusters Score -43027.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -43028.515625 Penalty: 639.323975
	Iteration 32Q: 3 clusters Score -43028.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -43030.292969 Penalty: 639.323975
	Iteration 33Q: 3 clusters Score -43030.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -43030.558594 Penalty: 639.323975
	Iteration 34Q: 3 clusters Score -43030.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -43030.855469 Penalty: 639.323975
	Iteration 35Q: 3 clusters Score -43030.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -43031.570312 Penalty: 639.323975
	Iteration 36Q: 3 clusters Score -43031.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -43031.679688 Penalty: 639.323975
	Iteration 37Q: 3 clusters Score -43031.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -43031.679688 Penalty: 639.323975
	Iteration 38F: 3 clusters Score -43031.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Entering Unmasked Estep 
Score: -481086.218750 Penalty: 428.593079
	Iteration 0F: 2 clusters Score -481086.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -472911.906250 Penalty: 857.186157
	Iteration 0F: 3 clusters Score -472911.9 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -476167.281250 Penalty: 857.186157
	Iteration 1F: 3 clusters Score -476167.3 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -476391.843750 Penalty: 857.186157
	Iteration 2F: 3 clusters Score -476391.8 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -476612.218750 Penalty: 857.186157
	Iteration 3F: 3 clusters Score -476612.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -476794.781250 Penalty: 857.186157
	Iteration 4Q: 3 clusters Score -476794.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -476968.343750 Penalty: 857.186157
	Iteration 5Q: 3 clusters Score -476968.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -477155.281250 Penalty: 857.186157
	Iteration 6Q: 3 clusters Score -477155.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -477411.375000 Penalty: 857.186157
	Iteration 7Q: 3 clusters Score -477411.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -477772.781250 Penalty: 857.186157
	Iteration 8Q: 3 clusters Score -477772.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -478212.375000 Penalty: 857.186157
	Iteration 9F: 3 clusters Score -478212.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -478646.125000 Penalty: 857.186157
	Iteration 10F: 3 clusters Score -478646.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -479052.375000 Penalty: 857.186157
	Iteration 11Q: 3 clusters Score -479052.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -479393.906250 Penalty: 857.186157
	Iteration 12Q: 3 clusters Score -479393.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -479640.500000 Penalty: 857.186157
	Iteration 13Q: 3 clusters Score -479640.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -479816.375000 Penalty: 857.186157
	Iteration 14Q: 3 clusters Score -479816.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -479963.406250 Penalty: 857.186157
	Iteration 15Q: 3 clusters Score -479963.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -480084.937500 Penalty: 857.186157
	Iteration 16Q: 3 clusters Score -480084.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -480183.031250 Penalty: 857.186157
	Iteration 17Q: 3 clusters Score -480183 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -480282.125000 Penalty: 857.186157
	Iteration 18Q: 3 clusters Score -480282.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -480383.375000 Penalty: 857.186157
	Iteration 19Q: 3 clusters Score -480383.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -480460.281250 Penalty: 857.186157
	Iteration 20F: 3 clusters Score -480460.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -480514.687500 Penalty: 857.186157
	Iteration 21Q: 3 clusters Score -480514.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -480563.875000 Penalty: 857.186157
	Iteration 22Q: 3 clusters Score -480563.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -480602.375000 Penalty: 857.186157
	Iteration 23Q: 3 clusters Score -480602.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -480626.218750 Penalty: 857.186157
	Iteration 24Q: 3 clusters Score -480626.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -480649.062500 Penalty: 857.186157
	Iteration 25Q: 3 clusters Score -480649.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -480657.812500 Penalty: 857.186157
	Iteration 26Q: 3 clusters Score -480657.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -480664.031250 Penalty: 857.186157
	Iteration 27Q: 3 clusters Score -480664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -480673.468750 Penalty: 857.186157
	Iteration 28Q: 3 clusters Score -480673.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -480678.656250 Penalty: 857.186157
	Iteration 29Q: 3 clusters Score -480678.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -480681.875000 Penalty: 857.186157
	Iteration 30Q: 3 clusters Score -480681.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -480687.812500 Penalty: 857.186157
	Iteration 31Q: 3 clusters Score -480687.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -480690.906250 Penalty: 857.186157
	Iteration 32Q: 3 clusters Score -480690.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -480692.281250 Penalty: 857.186157
	Iteration 33Q: 3 clusters Score -480692.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -480693.500000 Penalty: 857.186157
	Iteration 34Q: 3 clusters Score -480693.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -480694.968750 Penalty: 857.186157
	Iteration 35Q: 3 clusters Score -480695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -480695.468750 Penalty: 857.186157
	Iteration 36Q: 3 clusters Score -480695.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -480695.468750 Penalty: 857.186157
	Iteration 37F: 3 clusters Score -480695.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -60422.628906 Penalty: 336.281342
	Iteration 0F: 2 clusters Score -60422.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -59227.089844 Penalty: 672.562683
	Iteration 0F: 3 clusters Score -59227.09 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -59667.019531 Penalty: 672.562683
	Iteration 1F: 3 clusters Score -59667.02 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -59807.230469 Penalty: 672.562683
	Iteration 2F: 3 clusters Score -59807.23 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -59928.234375 Penalty: 672.562683
	Iteration 3F: 3 clusters Score -59928.23 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -60029.882812 Penalty: 672.562683
	Iteration 4F: 3 clusters Score -60029.88 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -60113.960938 Penalty: 672.562683
	Iteration 5Q: 3 clusters Score -60113.96 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -60182.312500 Penalty: 672.562683
	Iteration 6Q: 3 clusters Score -60182.31 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -60215.289062 Penalty: 672.562683
	Iteration 7Q: 3 clusters Score -60215.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -60246.542969 Penalty: 672.562683
	Iteration 8Q: 3 clusters Score -60246.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -60262.664062 Penalty: 672.562683
	Iteration 9Q: 3 clusters Score -60262.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -60269.660156 Penalty: 672.562683
	Iteration 10Q: 3 clusters Score -60269.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -60273.753906 Penalty: 672.562683
	Iteration 11Q: 3 clusters Score -60273.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -60274.980469 Penalty: 672.562683
	Iteration 12Q: 3 clusters Score -60274.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -60275.027344 Penalty: 672.562683
	Iteration 13Q: 3 clusters Score -60275.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -60275.027344 Penalty: 672.562683
	Iteration 14F: 3 clusters Score -60275.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -64026.824219 Penalty: 336.811554
	Iteration 0F: 2 clusters Score -64026.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -62776.113281 Penalty: 673.623108
	Iteration 0F: 3 clusters Score -62776.11 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -63173.214844 Penalty: 673.623108
	Iteration 1F: 3 clusters Score -63173.21 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -63261.589844 Penalty: 673.623108
	Iteration 2F: 3 clusters Score -63261.59 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -63350.273438 Penalty: 673.623108
	Iteration 3F: 3 clusters Score -63350.27 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -63432.753906 Penalty: 673.623108
	Iteration 4F: 3 clusters Score -63432.75 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -63491.019531 Penalty: 673.623108
	Iteration 5Q: 3 clusters Score -63491.02 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -63536.343750 Penalty: 673.623108
	Iteration 6Q: 3 clusters Score -63536.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -63578.066406 Penalty: 673.623108
	Iteration 7Q: 3 clusters Score -63578.07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -63616.941406 Penalty: 673.623108
	Iteration 8Q: 3 clusters Score -63616.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -63640.289062 Penalty: 673.623108
	Iteration 9Q: 3 clusters Score -63640.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -63666.359375 Penalty: 673.623108
	Iteration 10Q: 3 clusters Score -63666.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -63691.308594 Penalty: 673.623108
	Iteration 11Q: 3 clusters Score -63691.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -63726.777344 Penalty: 673.623108
	Iteration 12Q: 3 clusters Score -63726.78 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -63791.554688 Penalty: 673.623108
	Iteration 13Q: 3 clusters Score -63791.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -63845.382812 Penalty: 673.623108
	Iteration 14Q: 3 clusters Score -63845.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -63873.816406 Penalty: 673.623108
	Iteration 15Q: 3 clusters Score -63873.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -63888.164062 Penalty: 673.623108
	Iteration 16Q: 3 clusters Score -63888.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -63901.867188 Penalty: 673.623108
	Iteration 17Q: 3 clusters Score -63901.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -63907.671875 Penalty: 673.623108
	Iteration 18Q: 3 clusters Score -63907.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -63911.757812 Penalty: 673.623108
	Iteration 19Q: 3 clusters Score -63911.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -63914.449219 Penalty: 673.623108
	Iteration 20F: 3 clusters Score -63914.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -63918.777344 Penalty: 673.623108
	Iteration 21Q: 3 clusters Score -63918.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -63922.953125 Penalty: 673.623108
	Iteration 22Q: 3 clusters Score -63922.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -63928.187500 Penalty: 673.623108
	Iteration 23Q: 3 clusters Score -63928.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -63940.687500 Penalty: 673.623108
	Iteration 24Q: 3 clusters Score -63940.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -63955.812500 Penalty: 673.623108
	Iteration 25Q: 3 clusters Score -63955.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -63962.074219 Penalty: 673.623108
	Iteration 26Q: 3 clusters Score -63962.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -63965.292969 Penalty: 673.623108
	Iteration 27Q: 3 clusters Score -63965.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -63966.914062 Penalty: 673.623108
	Iteration 28Q: 3 clusters Score -63966.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -63968.335938 Penalty: 673.623108
	Iteration 29Q: 3 clusters Score -63968.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -63969.101562 Penalty: 673.623108
	Iteration 30Q: 3 clusters Score -63969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -63969.414062 Penalty: 673.623108
	Iteration 31Q: 3 clusters Score -63969.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -63970.210938 Penalty: 673.623108
	Iteration 32Q: 3 clusters Score -63970.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -63970.777344 Penalty: 673.623108
	Iteration 33Q: 3 clusters Score -63970.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -63971.378906 Penalty: 673.623108
	Iteration 34Q: 3 clusters Score -63971.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -63972.230469 Penalty: 673.623108
	Iteration 35Q: 3 clusters Score -63972.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -63972.390625 Penalty: 673.623108
	Iteration 36Q: 3 clusters Score -63972.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -63972.785156 Penalty: 673.623108
	Iteration 37Q: 3 clusters Score -63972.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -63973.058594 Penalty: 673.623108
	Iteration 38Q: 3 clusters Score -63973.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -63973.464844 Penalty: 673.623108
	Iteration 39Q: 3 clusters Score -63973.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -63973.550781 Penalty: 673.623108
	Iteration 40F: 3 clusters Score -63973.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -63973.531250 Penalty: 673.623108
	Iteration 41Q: 3 clusters Score -63973.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -63973.531250 Penalty: 673.623108
	Iteration 42F: 3 clusters Score -63973.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Entering Unmasked Estep 
Score: -571943.125000 Penalty: 436.242554
	Iteration 0F: 2 clusters Score -571943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -562239.562500 Penalty: 872.485107
	Iteration 0F: 3 clusters Score -562239.6 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -566316.000000 Penalty: 872.485107
	Iteration 1F: 3 clusters Score -566316 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -566702.125000 Penalty: 872.485107
	Iteration 2F: 3 clusters Score -566702.1 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -567091.625000 Penalty: 872.485107
	Iteration 3F: 3 clusters Score -567091.6 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -567572.687500 Penalty: 872.485107
	Iteration 4F: 3 clusters Score -567572.7 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -568107.562500 Penalty: 872.485107
	Iteration 5F: 3 clusters Score -568107.6 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -568663.812500 Penalty: 872.485107
	Iteration 6F: 3 clusters Score -568663.8 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -569124.062500 Penalty: 872.485107
	Iteration 7F: 3 clusters Score -569124.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -569378.500000 Penalty: 872.485107
	Iteration 8Q: 3 clusters Score -569378.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -569517.812500 Penalty: 872.485107
	Iteration 9Q: 3 clusters Score -569517.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -569609.687500 Penalty: 872.485107
	Iteration 10Q: 3 clusters Score -569609.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -569691.562500 Penalty: 872.485107
	Iteration 11Q: 3 clusters Score -569691.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -569804.687500 Penalty: 872.485107
	Iteration 12Q: 3 clusters Score -569804.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -569948.937500 Penalty: 872.485107
	Iteration 13Q: 3 clusters Score -569948.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -570083.062500 Penalty: 872.485107
	Iteration 14Q: 3 clusters Score -570083.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -570226.687500 Penalty: 872.485107
	Iteration 15Q: 3 clusters Score -570226.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -570381.437500 Penalty: 872.485107
	Iteration 16Q: 3 clusters Score -570381.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -570566.750000 Penalty: 872.485107
	Iteration 17Q: 3 clusters Score -570566.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -570762.062500 Penalty: 872.485107
	Iteration 18Q: 3 clusters Score -570762.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -570910.875000 Penalty: 872.485107
	Iteration 19Q: 3 clusters Score -570910.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -571014.437500 Penalty: 872.485107
	Iteration 20F: 3 clusters Score -571014.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -571101.375000 Penalty: 872.485107
	Iteration 21Q: 3 clusters Score -571101.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -571167.062500 Penalty: 872.485107
	Iteration 22Q: 3 clusters Score -571167.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -571213.125000 Penalty: 872.485107
	Iteration 23Q: 3 clusters Score -571213.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -571243.500000 Penalty: 872.485107
	Iteration 24Q: 3 clusters Score -571243.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -571259.312500 Penalty: 872.485107
	Iteration 25Q: 3 clusters Score -571259.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -571268.500000 Penalty: 872.485107
	Iteration 26Q: 3 clusters Score -571268.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -571277.437500 Penalty: 872.485107
	Iteration 27Q: 3 clusters Score -571277.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -571286.250000 Penalty: 872.485107
	Iteration 28Q: 3 clusters Score -571286.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -571292.250000 Penalty: 872.485107
	Iteration 29Q: 3 clusters Score -571292.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -571293.375000 Penalty: 872.485107
	Iteration 30Q: 3 clusters Score -571293.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -571298.000000 Penalty: 872.485107
	Iteration 31Q: 3 clusters Score -571298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -571301.312500 Penalty: 872.485107
	Iteration 32Q: 3 clusters Score -571301.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -571304.312500 Penalty: 872.485107
	Iteration 33Q: 3 clusters Score -571304.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -571306.812500 Penalty: 872.485107
	Iteration 34Q: 3 clusters Score -571306.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -571308.437500 Penalty: 872.485107
	Iteration 35Q: 3 clusters Score -571308.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -571309.875000 Penalty: 872.485107
	Iteration 36Q: 3 clusters Score -571309.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -571309.875000 Penalty: 872.485107
	Iteration 37Q: 3 clusters Score -571309.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -571309.062500 Penalty: 872.485107
	Iteration 38Q: 3 clusters Score -571309.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -571311.250000 Penalty: 872.485107
	Iteration 39Q: 3 clusters Score -571311.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -571314.250000 Penalty: 872.485107
	Iteration 40F: 3 clusters Score -571314.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -571316.437500 Penalty: 872.485107
	Iteration 41Q: 3 clusters Score -571316.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -571317.937500 Penalty: 872.485107
	Iteration 42Q: 3 clusters Score -571317.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -571319.125000 Penalty: 872.485107
	Iteration 43Q: 3 clusters Score -571319.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -571322.187500 Penalty: 872.485107
	Iteration 44Q: 3 clusters Score -571322.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -571319.625000 Penalty: 872.485107
	Iteration 45Q: 3 clusters Score -571319.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -571321.500000 Penalty: 872.485107
	Iteration 46Q: 3 clusters Score -571321.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -571323.062500 Penalty: 872.485107
	Iteration 47Q: 3 clusters Score -571323.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -571324.375000 Penalty: 872.485107
	Iteration 48Q: 3 clusters Score -571324.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -571325.312500 Penalty: 872.485107
	Iteration 49Q: 3 clusters Score -571325.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -571324.687500 Penalty: 872.485107
	Iteration 50Q: 3 clusters Score -571324.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -571325.875000 Penalty: 872.485107
	Iteration 51Q: 3 clusters Score -571325.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -571325.812500 Penalty: 872.485107
	Iteration 52Q: 3 clusters Score -571325.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -571325.812500 Penalty: 872.485107
	Iteration 53F: 3 clusters Score -571325.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Entering Unmasked Estep 
Score: -1157409.125000 Penalty: 463.942139
	Iteration 0F: 2 clusters Score -1157409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1139654.500000 Penalty: 927.884277
	Iteration 0F: 3 clusters Score -1139654 nChanged 12779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1147083.875000 Penalty: 927.884277
	Iteration 1F: 3 clusters Score -1147084 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1147411.000000 Penalty: 927.884277
	Iteration 2Q: 3 clusters Score -1147411 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1147833.500000 Penalty: 927.884277
	Iteration 3Q: 3 clusters Score -1147834 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1148391.625000 Penalty: 927.884277
	Iteration 4Q: 3 clusters Score -1148392 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1149120.750000 Penalty: 927.884277
	Iteration 5F: 3 clusters Score -1149121 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -1150130.125000 Penalty: 927.884277
	Iteration 6F: 3 clusters Score -1150130 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -1151457.750000 Penalty: 927.884277
	Iteration 7F: 3 clusters Score -1151458 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -1152806.750000 Penalty: 927.884277
	Iteration 8F: 3 clusters Score -1152807 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -1153848.500000 Penalty: 927.884277
	Iteration 9Q: 3 clusters Score -1153848 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -1154427.375000 Penalty: 927.884277
	Iteration 10Q: 3 clusters Score -1154427 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -1154749.625000 Penalty: 927.884277
	Iteration 11Q: 3 clusters Score -1154750 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -1154983.500000 Penalty: 927.884277
	Iteration 12Q: 3 clusters Score -1154984 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -1155195.750000 Penalty: 927.884277
	Iteration 13Q: 3 clusters Score -1155196 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -1155416.000000 Penalty: 927.884277
	Iteration 14Q: 3 clusters Score -1155416 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -1155656.250000 Penalty: 927.884277
	Iteration 15Q: 3 clusters Score -1155656 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -1155896.125000 Penalty: 927.884277
	Iteration 16Q: 3 clusters Score -1155896 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -1156095.250000 Penalty: 927.884277
	Iteration 17Q: 3 clusters Score -1156095 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -1156270.375000 Penalty: 927.884277
	Iteration 18Q: 3 clusters Score -1156270 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -1156423.625000 Penalty: 927.884277
	Iteration 19Q: 3 clusters Score -1156424 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -1156546.125000 Penalty: 927.884277
	Iteration 20F: 3 clusters Score -1156546 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -1156647.500000 Penalty: 927.884277
	Iteration 21Q: 3 clusters Score -1156648 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -1156724.875000 Penalty: 927.884277
	Iteration 22Q: 3 clusters Score -1156725 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -1156775.000000 Penalty: 927.884277
	Iteration 23Q: 3 clusters Score -1156775 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -1156802.000000 Penalty: 927.884277
	Iteration 24Q: 3 clusters Score -1156802 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -1156832.750000 Penalty: 927.884277
	Iteration 25Q: 3 clusters Score -1156833 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -1156853.875000 Penalty: 927.884277
	Iteration 26Q: 3 clusters Score -1156854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -1156875.625000 Penalty: 927.884277
	Iteration 27Q: 3 clusters Score -1156876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -1156896.875000 Penalty: 927.884277
	Iteration 28Q: 3 clusters Score -1156897 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -1156915.500000 Penalty: 927.884277
	Iteration 29Q: 3 clusters Score -1156916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -1156923.125000 Penalty: 927.884277
	Iteration 30Q: 3 clusters Score -1156923 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -1156937.250000 Penalty: 927.884277
	Iteration 31Q: 3 clusters Score -1156937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -1156949.250000 Penalty: 927.884277
	Iteration 32Q: 3 clusters Score -1156949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -1156953.625000 Penalty: 927.884277
	Iteration 33Q: 3 clusters Score -1156954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -1156959.625000 Penalty: 927.884277
	Iteration 34Q: 3 clusters Score -1156960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -1156965.375000 Penalty: 927.884277
	Iteration 35Q: 3 clusters Score -1156965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -1156973.750000 Penalty: 927.884277
	Iteration 36Q: 3 clusters Score -1156974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -1156981.375000 Penalty: 927.884277
	Iteration 37Q: 3 clusters Score -1156981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -1156991.375000 Penalty: 927.884277
	Iteration 38Q: 3 clusters Score -1156991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -1156999.750000 Penalty: 927.884277
	Iteration 39Q: 3 clusters Score -1157000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -1157005.125000 Penalty: 927.884277
	Iteration 40F: 3 clusters Score -1157005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -1157006.625000 Penalty: 927.884277
	Iteration 41Q: 3 clusters Score -1157007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -1157009.375000 Penalty: 927.884277
	Iteration 42Q: 3 clusters Score -1157009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -1157011.375000 Penalty: 927.884277
	Iteration 43Q: 3 clusters Score -1157011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -1157015.500000 Penalty: 927.884277
	Iteration 44Q: 3 clusters Score -1157016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -1157016.625000 Penalty: 927.884277
	Iteration 45Q: 3 clusters Score -1157017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -1157018.000000 Penalty: 927.884277
	Iteration 46Q: 3 clusters Score -1157018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -1157018.625000 Penalty: 927.884277
	Iteration 47Q: 3 clusters Score -1157019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -1157018.375000 Penalty: 927.884277
	Iteration 48Q: 3 clusters Score -1157018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -1157018.125000 Penalty: 927.884277
	Iteration 49Q: 3 clusters Score -1157018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -1157019.250000 Penalty: 927.884277
	Iteration 50Q: 3 clusters Score -1157019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -1157019.750000 Penalty: 927.884277
	Iteration 51Q: 3 clusters Score -1157020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -1157021.375000 Penalty: 927.884277
	Iteration 52Q: 3 clusters Score -1157021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -1157023.125000 Penalty: 927.884277
	Iteration 53Q: 3 clusters Score -1157023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -1157022.625000 Penalty: 927.884277
	Iteration 54Q: 3 clusters Score -1157023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -1157023.500000 Penalty: 927.884277
	Iteration 55Q: 3 clusters Score -1157024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -1157024.375000 Penalty: 927.884277
	Iteration 56Q: 3 clusters Score -1157024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -1157025.625000 Penalty: 927.884277
	Iteration 57Q: 3 clusters Score -1157026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -1157026.125000 Penalty: 927.884277
	Iteration 58Q: 3 clusters Score -1157026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -1157026.125000 Penalty: 927.884277
	Iteration 59F: 3 clusters Score -1157026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -7511.698730 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -7511.699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7203.634277 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -7203.634 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7293.960449 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -7293.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7322.893555 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -7322.894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7353.996582 Penalty: 511.785614
	Iteration 3F: 3 clusters Score -7353.997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7376.517578 Penalty: 511.785614
	Iteration 4F: 3 clusters Score -7376.518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7385.096680 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -7385.097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7397.432617 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -7397.433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7408.211914 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -7408.212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7417.187500 Penalty: 511.785614
	Iteration 8Q: 3 clusters Score -7417.188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7424.713867 Penalty: 511.785614
	Iteration 9Q: 3 clusters Score -7424.714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7426.671387 Penalty: 511.785614
	Iteration 10Q: 3 clusters Score -7426.671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7428.089355 Penalty: 511.785614
	Iteration 11Q: 3 clusters Score -7428.089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7428.683105 Penalty: 511.785614
	Iteration 12Q: 3 clusters Score -7428.683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7428.999023 Penalty: 511.785614
	Iteration 13Q: 3 clusters Score -7428.999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7428.999023 Penalty: 511.785614
	Iteration 14F: 3 clusters Score -7428.999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Entering Unmasked Estep 
Score: -137352.765625 Penalty: 371.884827
	Iteration 0F: 2 clusters Score -137352.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -134927.328125 Penalty: 743.769653
	Iteration 0F: 3 clusters Score -134927.3 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -135944.031250 Penalty: 743.769653
	Iteration 1F: 3 clusters Score -135944 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -136272.359375 Penalty: 743.769653
	Iteration 2F: 3 clusters Score -136272.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -136551.406250 Penalty: 743.769653
	Iteration 3F: 3 clusters Score -136551.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -136719.921875 Penalty: 743.769653
	Iteration 4F: 3 clusters Score -136719.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -136810.703125 Penalty: 743.769653
	Iteration 5Q: 3 clusters Score -136810.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -136866.437500 Penalty: 743.769653
	Iteration 6Q: 3 clusters Score -136866.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -136897.578125 Penalty: 743.769653
	Iteration 7Q: 3 clusters Score -136897.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -136910.671875 Penalty: 743.769653
	Iteration 8Q: 3 clusters Score -136910.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -136922.109375 Penalty: 743.769653
	Iteration 9Q: 3 clusters Score -136922.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -136928.109375 Penalty: 743.769653
	Iteration 10Q: 3 clusters Score -136928.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -136933.203125 Penalty: 743.769653
	Iteration 11Q: 3 clusters Score -136933.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -136936.640625 Penalty: 743.769653
	Iteration 12Q: 3 clusters Score -136936.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -136940.343750 Penalty: 743.769653
	Iteration 13Q: 3 clusters Score -136940.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -136945.609375 Penalty: 743.769653
	Iteration 14Q: 3 clusters Score -136945.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -136950.046875 Penalty: 743.769653
	Iteration 15Q: 3 clusters Score -136950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -136952.468750 Penalty: 743.769653
	Iteration 16Q: 3 clusters Score -136952.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -136954.484375 Penalty: 743.769653
	Iteration 17Q: 3 clusters Score -136954.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -136955.781250 Penalty: 743.769653
	Iteration 18Q: 3 clusters Score -136955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -136957.625000 Penalty: 743.769653
	Iteration 19Q: 3 clusters Score -136957.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -136959.859375 Penalty: 743.769653
	Iteration 20F: 3 clusters Score -136959.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -136962.187500 Penalty: 743.769653
	Iteration 21Q: 3 clusters Score -136962.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -136963.109375 Penalty: 743.769653
	Iteration 22Q: 3 clusters Score -136963.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -136964.937500 Penalty: 743.769653
	Iteration 23Q: 3 clusters Score -136964.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -136967.046875 Penalty: 743.769653
	Iteration 24Q: 3 clusters Score -136967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -136973.343750 Penalty: 743.769653
	Iteration 25Q: 3 clusters Score -136973.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -136979.093750 Penalty: 743.769653
	Iteration 26Q: 3 clusters Score -136979.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -136985.093750 Penalty: 743.769653
	Iteration 27Q: 3 clusters Score -136985.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -136990.218750 Penalty: 743.769653
	Iteration 28Q: 3 clusters Score -136990.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -137000.140625 Penalty: 743.769653
	Iteration 29Q: 3 clusters Score -137000.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -137010.906250 Penalty: 743.769653
	Iteration 30Q: 3 clusters Score -137010.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -137024.109375 Penalty: 743.769653
	Iteration 31Q: 3 clusters Score -137024.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -137032.453125 Penalty: 743.769653
	Iteration 32Q: 3 clusters Score -137032.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -137042.578125 Penalty: 743.769653
	Iteration 33Q: 3 clusters Score -137042.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -137050.953125 Penalty: 743.769653
	Iteration 34Q: 3 clusters Score -137051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -137059.156250 Penalty: 743.769653
	Iteration 35Q: 3 clusters Score -137059.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -137064.171875 Penalty: 743.769653
	Iteration 36Q: 3 clusters Score -137064.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -137071.687500 Penalty: 743.769653
	Iteration 37Q: 3 clusters Score -137071.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -137078.296875 Penalty: 743.769653
	Iteration 38Q: 3 clusters Score -137078.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -137088.203125 Penalty: 743.769653
	Iteration 39Q: 3 clusters Score -137088.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -137098.515625 Penalty: 743.769653
	Iteration 40F: 3 clusters Score -137098.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -137105.671875 Penalty: 743.769653
	Iteration 41Q: 3 clusters Score -137105.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -137110.015625 Penalty: 743.769653
	Iteration 42Q: 3 clusters Score -137110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -137113.640625 Penalty: 743.769653
	Iteration 43Q: 3 clusters Score -137113.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -137119.765625 Penalty: 743.769653
	Iteration 44Q: 3 clusters Score -137119.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -137124.890625 Penalty: 743.769653
	Iteration 45Q: 3 clusters Score -137124.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -137128.093750 Penalty: 743.769653
	Iteration 46Q: 3 clusters Score -137128.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -137130.187500 Penalty: 743.769653
	Iteration 47Q: 3 clusters Score -137130.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -137132.484375 Penalty: 743.769653
	Iteration 48Q: 3 clusters Score -137132.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -137137.843750 Penalty: 743.769653
	Iteration 49Q: 3 clusters Score -137137.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -137140.796875 Penalty: 743.769653
	Iteration 50Q: 3 clusters Score -137140.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -137142.609375 Penalty: 743.769653
	Iteration 51Q: 3 clusters Score -137142.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -137144.265625 Penalty: 743.769653
	Iteration 52Q: 3 clusters Score -137144.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -137145.093750 Penalty: 743.769653
	Iteration 53Q: 3 clusters Score -137145.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -137145.468750 Penalty: 743.769653
	Iteration 54Q: 3 clusters Score -137145.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -137145.765625 Penalty: 743.769653
	Iteration 55Q: 3 clusters Score -137145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -137146.015625 Penalty: 743.769653
	Iteration 56Q: 3 clusters Score -137146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -137146.218750 Penalty: 743.769653
	Iteration 57Q: 3 clusters Score -137146.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -137147.031250 Penalty: 743.769653
	Iteration 58Q: 3 clusters Score -137147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -137147.390625 Penalty: 743.769653
	Iteration 59Q: 3 clusters Score -137147.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -137147.859375 Penalty: 743.769653
	Iteration 60F: 3 clusters Score -137147.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -137147.921875 Penalty: 743.769653
	Iteration 61Q: 3 clusters Score -137147.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -137147.921875 Penalty: 743.769653
	Iteration 62F: 3 clusters Score -137147.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Entering Unmasked Estep 
Score: -35857.890625 Penalty: 316.305634
	Iteration 0F: 2 clusters Score -35857.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -35031.941406 Penalty: 632.611267
	Iteration 0F: 3 clusters Score -35031.94 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -35300.300781 Penalty: 632.611267
	Iteration 1F: 3 clusters Score -35300.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -35370.234375 Penalty: 632.611267
	Iteration 2F: 3 clusters Score -35370.23 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -35453.597656 Penalty: 632.611267
	Iteration 3F: 3 clusters Score -35453.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -35512.519531 Penalty: 632.611267
	Iteration 4F: 3 clusters Score -35512.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -35537.277344 Penalty: 632.611267
	Iteration 5Q: 3 clusters Score -35537.28 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -35570.371094 Penalty: 632.611267
	Iteration 6Q: 3 clusters Score -35570.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -35592.496094 Penalty: 632.611267
	Iteration 7Q: 3 clusters Score -35592.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -35611.375000 Penalty: 632.611267
	Iteration 8Q: 3 clusters Score -35611.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -35629.636719 Penalty: 632.611267
	Iteration 9Q: 3 clusters Score -35629.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -35640.109375 Penalty: 632.611267
	Iteration 10Q: 3 clusters Score -35640.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -35651.023438 Penalty: 632.611267
	Iteration 11Q: 3 clusters Score -35651.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -35660.027344 Penalty: 632.611267
	Iteration 12Q: 3 clusters Score -35660.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -35672.414062 Penalty: 632.611267
	Iteration 13Q: 3 clusters Score -35672.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -35696.226562 Penalty: 632.611267
	Iteration 14Q: 3 clusters Score -35696.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -35709.484375 Penalty: 632.611267
	Iteration 15Q: 3 clusters Score -35709.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -35728.613281 Penalty: 632.611267
	Iteration 16Q: 3 clusters Score -35728.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -35743.457031 Penalty: 632.611267
	Iteration 17Q: 3 clusters Score -35743.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -35749.054688 Penalty: 632.611267
	Iteration 18Q: 3 clusters Score -35749.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -35750.832031 Penalty: 632.611267
	Iteration 19Q: 3 clusters Score -35750.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -35751.160156 Penalty: 632.611267
	Iteration 20F: 3 clusters Score -35751.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -35751.605469 Penalty: 632.611267
	Iteration 21Q: 3 clusters Score -35751.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -35752.500000 Penalty: 632.611267
	Iteration 22Q: 3 clusters Score -35752.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -35753.265625 Penalty: 632.611267
	Iteration 23Q: 3 clusters Score -35753.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -35753.445312 Penalty: 632.611267
	Iteration 24Q: 3 clusters Score -35753.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -35753.445312 Penalty: 632.611267
	Iteration 25F: 3 clusters Score -35753.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Entering Unmasked Estep 
Score: -161873.468750 Penalty: 378.235626
	Iteration 0F: 2 clusters Score -161873.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -159128.062500 Penalty: 756.471252
	Iteration 0F: 3 clusters Score -159128.1 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -160143.968750 Penalty: 756.471252
	Iteration 1F: 3 clusters Score -160144 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -160265.000000 Penalty: 756.471252
	Iteration 2F: 3 clusters Score -160265 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -160396.296875 Penalty: 756.471252
	Iteration 3F: 3 clusters Score -160396.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -160542.281250 Penalty: 756.471252
	Iteration 4F: 3 clusters Score -160542.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -160694.078125 Penalty: 756.471252
	Iteration 5F: 3 clusters Score -160694.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -160827.421875 Penalty: 756.471252
	Iteration 6Q: 3 clusters Score -160827.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -160944.156250 Penalty: 756.471252
	Iteration 7Q: 3 clusters Score -160944.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -161028.140625 Penalty: 756.471252
	Iteration 8Q: 3 clusters Score -161028.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -161094.890625 Penalty: 756.471252
	Iteration 9Q: 3 clusters Score -161094.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -161138.734375 Penalty: 756.471252
	Iteration 10Q: 3 clusters Score -161138.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -161166.546875 Penalty: 756.471252
	Iteration 11Q: 3 clusters Score -161166.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -161185.593750 Penalty: 756.471252
	Iteration 12Q: 3 clusters Score -161185.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -161203.953125 Penalty: 756.471252
	Iteration 13Q: 3 clusters Score -161204 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -161220.906250 Penalty: 756.471252
	Iteration 14Q: 3 clusters Score -161220.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -161233.578125 Penalty: 756.471252
	Iteration 15Q: 3 clusters Score -161233.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -161247.734375 Penalty: 756.471252
	Iteration 16Q: 3 clusters Score -161247.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -161258.859375 Penalty: 756.471252
	Iteration 17Q: 3 clusters Score -161258.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -161272.421875 Penalty: 756.471252
	Iteration 18Q: 3 clusters Score -161272.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -161287.203125 Penalty: 756.471252
	Iteration 19Q: 3 clusters Score -161287.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -161295.921875 Penalty: 756.471252
	Iteration 20F: 3 clusters Score -161295.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -161303.093750 Penalty: 756.471252
	Iteration 21Q: 3 clusters Score -161303.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -161309.781250 Penalty: 756.471252
	Iteration 22Q: 3 clusters Score -161309.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -161314.515625 Penalty: 756.471252
	Iteration 23Q: 3 clusters Score -161314.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -161322.109375 Penalty: 756.471252
	Iteration 24Q: 3 clusters Score -161322.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -161335.921875 Penalty: 756.471252
	Iteration 25Q: 3 clusters Score -161335.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -161353.953125 Penalty: 756.471252
	Iteration 26Q: 3 clusters Score -161354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -161365.718750 Penalty: 756.471252
	Iteration 27Q: 3 clusters Score -161365.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -161375.687500 Penalty: 756.471252
	Iteration 28Q: 3 clusters Score -161375.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -161390.359375 Penalty: 756.471252
	Iteration 29Q: 3 clusters Score -161390.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -161403.234375 Penalty: 756.471252
	Iteration 30Q: 3 clusters Score -161403.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -161410.625000 Penalty: 756.471252
	Iteration 31Q: 3 clusters Score -161410.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -161418.015625 Penalty: 756.471252
	Iteration 32Q: 3 clusters Score -161418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -161428.437500 Penalty: 756.471252
	Iteration 33Q: 3 clusters Score -161428.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -161440.187500 Penalty: 756.471252
	Iteration 34Q: 3 clusters Score -161440.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -161451.812500 Penalty: 756.471252
	Iteration 35Q: 3 clusters Score -161451.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -161464.125000 Penalty: 756.471252
	Iteration 36Q: 3 clusters Score -161464.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -161475.390625 Penalty: 756.471252
	Iteration 37Q: 3 clusters Score -161475.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -161487.515625 Penalty: 756.471252
	Iteration 38Q: 3 clusters Score -161487.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -161496.500000 Penalty: 756.471252
	Iteration 39Q: 3 clusters Score -161496.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -161502.828125 Penalty: 756.471252
	Iteration 40F: 3 clusters Score -161502.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -161506.328125 Penalty: 756.471252
	Iteration 41Q: 3 clusters Score -161506.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -161509.109375 Penalty: 756.471252
	Iteration 42Q: 3 clusters Score -161509.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -161510.406250 Penalty: 756.471252
	Iteration 43Q: 3 clusters Score -161510.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -161511.421875 Penalty: 756.471252
	Iteration 44Q: 3 clusters Score -161511.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -161512.625000 Penalty: 756.471252
	Iteration 45Q: 3 clusters Score -161512.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -161517.281250 Penalty: 756.471252
	Iteration 46Q: 3 clusters Score -161517.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -161522.984375 Penalty: 756.471252
	Iteration 47Q: 3 clusters Score -161523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -161526.796875 Penalty: 756.471252
	Iteration 48Q: 3 clusters Score -161526.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -161529.578125 Penalty: 756.471252
	Iteration 49Q: 3 clusters Score -161529.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -161535.125000 Penalty: 756.471252
	Iteration 50Q: 3 clusters Score -161535.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -161541.359375 Penalty: 756.471252
	Iteration 51Q: 3 clusters Score -161541.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -161545.187500 Penalty: 756.471252
	Iteration 52Q: 3 clusters Score -161545.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -161547.656250 Penalty: 756.471252
	Iteration 53Q: 3 clusters Score -161547.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -161551.062500 Penalty: 756.471252
	Iteration 54Q: 3 clusters Score -161551.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -161556.062500 Penalty: 756.471252
	Iteration 55Q: 3 clusters Score -161556.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -161559.156250 Penalty: 756.471252
	Iteration 56Q: 3 clusters Score -161559.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -161562.500000 Penalty: 756.471252
	Iteration 57Q: 3 clusters Score -161562.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -161566.984375 Penalty: 756.471252
	Iteration 58Q: 3 clusters Score -161567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -161568.593750 Penalty: 756.471252
	Iteration 59Q: 3 clusters Score -161568.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -161568.843750 Penalty: 756.471252
	Iteration 60F: 3 clusters Score -161568.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -47123.039062 Penalty: 329.089355
	Iteration 0F: 2 clusters Score -47123.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -46126.832031 Penalty: 658.178711
	Iteration 0F: 3 clusters Score -46126.83 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -46593.750000 Penalty: 658.178711
	Iteration 1F: 3 clusters Score -46593.75 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -46717.164062 Penalty: 658.178711
	Iteration 2F: 3 clusters Score -46717.16 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -46791.367188 Penalty: 658.178711
	Iteration 3F: 3 clusters Score -46791.37 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -46859.914062 Penalty: 658.178711
	Iteration 4F: 3 clusters Score -46859.91 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -46919.500000 Penalty: 658.178711
	Iteration 5Q: 3 clusters Score -46919.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -46962.835938 Penalty: 658.178711
	Iteration 6Q: 3 clusters Score -46962.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -47011.746094 Penalty: 658.178711
	Iteration 7Q: 3 clusters Score -47011.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -47045.390625 Penalty: 658.178711
	Iteration 8Q: 3 clusters Score -47045.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -47065.062500 Penalty: 658.178711
	Iteration 9Q: 3 clusters Score -47065.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -47073.984375 Penalty: 658.178711
	Iteration 10Q: 3 clusters Score -47073.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -47079.816406 Penalty: 658.178711
	Iteration 11Q: 3 clusters Score -47079.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -47084.375000 Penalty: 658.178711
	Iteration 12Q: 3 clusters Score -47084.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -47088.117188 Penalty: 658.178711
	Iteration 13Q: 3 clusters Score -47088.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -47091.015625 Penalty: 658.178711
	Iteration 14Q: 3 clusters Score -47091.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -47093.902344 Penalty: 658.178711
	Iteration 15Q: 3 clusters Score -47093.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -47095.722656 Penalty: 658.178711
	Iteration 16Q: 3 clusters Score -47095.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -47096.968750 Penalty: 658.178711
	Iteration 17Q: 3 clusters Score -47096.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -47097.691406 Penalty: 658.178711
	Iteration 18Q: 3 clusters Score -47097.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -47097.691406 Penalty: 658.178711
	Iteration 19F: 3 clusters Score -47097.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -61831.019531 Penalty: 333.830627
	Iteration 0F: 2 clusters Score -61831.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -60680.945312 Penalty: 667.661255
	Iteration 0F: 3 clusters Score -60680.95 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -61081.175781 Penalty: 667.661255
	Iteration 1F: 3 clusters Score -61081.18 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -61127.996094 Penalty: 667.661255
	Iteration 2F: 3 clusters Score -61128 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -61154.082031 Penalty: 667.661255
	Iteration 3Q: 3 clusters Score -61154.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -61172.273438 Penalty: 667.661255
	Iteration 4Q: 3 clusters Score -61172.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -61186.054688 Penalty: 667.661255
	Iteration 5Q: 3 clusters Score -61186.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -61194.898438 Penalty: 667.661255
	Iteration 6Q: 3 clusters Score -61194.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -61202.566406 Penalty: 667.661255
	Iteration 7Q: 3 clusters Score -61202.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -61216.636719 Penalty: 667.661255
	Iteration 8Q: 3 clusters Score -61216.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -61239.535156 Penalty: 667.661255
	Iteration 9Q: 3 clusters Score -61239.54 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -61279.644531 Penalty: 667.661255
	Iteration 10Q: 3 clusters Score -61279.64 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -61314.796875 Penalty: 667.661255
	Iteration 11Q: 3 clusters Score -61314.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61355.332031 Penalty: 667.661255
	Iteration 12Q: 3 clusters Score -61355.33 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61394.480469 Penalty: 667.661255
	Iteration 13Q: 3 clusters Score -61394.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61422.929688 Penalty: 667.661255
	Iteration 14Q: 3 clusters Score -61422.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61453.621094 Penalty: 667.661255
	Iteration 15Q: 3 clusters Score -61453.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -61481.218750 Penalty: 667.661255
	Iteration 16Q: 3 clusters Score -61481.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -61497.277344 Penalty: 667.661255
	Iteration 17Q: 3 clusters Score -61497.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -61505.792969 Penalty: 667.661255
	Iteration 18Q: 3 clusters Score -61505.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -61512.765625 Penalty: 667.661255
	Iteration 19Q: 3 clusters Score -61512.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -61515.273438 Penalty: 667.661255
	Iteration 20F: 3 clusters Score -61515.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -61517.359375 Penalty: 667.661255
	Iteration 21Q: 3 clusters Score -61517.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -61523.261719 Penalty: 667.661255
	Iteration 22Q: 3 clusters Score -61523.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -61526.199219 Penalty: 667.661255
	Iteration 23Q: 3 clusters Score -61526.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -61529.761719 Penalty: 667.661255
	Iteration 24Q: 3 clusters Score -61529.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -61530.750000 Penalty: 667.661255
	Iteration 25Q: 3 clusters Score -61530.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -61532.574219 Penalty: 667.661255
	Iteration 26Q: 3 clusters Score -61532.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -61534.460938 Penalty: 667.661255
	Iteration 27Q: 3 clusters Score -61534.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -61535.757812 Penalty: 667.661255
	Iteration 28Q: 3 clusters Score -61535.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -61538.730469 Penalty: 667.661255
	Iteration 29Q: 3 clusters Score -61538.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -61539.371094 Penalty: 667.661255
	Iteration 30Q: 3 clusters Score -61539.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -61541.300781 Penalty: 667.661255
	Iteration 31Q: 3 clusters Score -61541.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -61542.800781 Penalty: 667.661255
	Iteration 32Q: 3 clusters Score -61542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -61543.187500 Penalty: 667.661255
	Iteration 33Q: 3 clusters Score -61543.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -61544.195312 Penalty: 667.661255
	Iteration 34Q: 3 clusters Score -61544.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -61545.593750 Penalty: 667.661255
	Iteration 35Q: 3 clusters Score -61545.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -61546.453125 Penalty: 667.661255
	Iteration 36Q: 3 clusters Score -61546.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -61547.160156 Penalty: 667.661255
	Iteration 37Q: 3 clusters Score -61547.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -61547.691406 Penalty: 667.661255
	Iteration 38Q: 3 clusters Score -61547.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -61547.921875 Penalty: 667.661255
	Iteration 39Q: 3 clusters Score -61547.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -61547.921875 Penalty: 667.661255
	Iteration 40F: 3 clusters Score -61547.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -25987.943359 Penalty: 298.526917
	Iteration 0F: 2 clusters Score -25987.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -25382.642578 Penalty: 597.053833
	Iteration 0F: 3 clusters Score -25382.64 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -25593.138672 Penalty: 597.053833
	Iteration 1F: 3 clusters Score -25593.14 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25653.601562 Penalty: 597.053833
	Iteration 2F: 3 clusters Score -25653.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25693.279297 Penalty: 597.053833
	Iteration 3F: 3 clusters Score -25693.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25721.246094 Penalty: 597.053833
	Iteration 4Q: 3 clusters Score -25721.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25745.314453 Penalty: 597.053833
	Iteration 5Q: 3 clusters Score -25745.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25773.685547 Penalty: 597.053833
	Iteration 6Q: 3 clusters Score -25773.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25790.933594 Penalty: 597.053833
	Iteration 7Q: 3 clusters Score -25790.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -25799.273438 Penalty: 597.053833
	Iteration 8Q: 3 clusters Score -25799.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25811.240234 Penalty: 597.053833
	Iteration 9Q: 3 clusters Score -25811.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25816.523438 Penalty: 597.053833
	Iteration 10Q: 3 clusters Score -25816.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -25824.929688 Penalty: 597.053833
	Iteration 11Q: 3 clusters Score -25824.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25826.876953 Penalty: 597.053833
	Iteration 12Q: 3 clusters Score -25826.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25828.412109 Penalty: 597.053833
	Iteration 13Q: 3 clusters Score -25828.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25830.693359 Penalty: 597.053833
	Iteration 14Q: 3 clusters Score -25830.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25831.025391 Penalty: 597.053833
	Iteration 15Q: 3 clusters Score -25831.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -25831.234375 Penalty: 597.053833
	Iteration 16Q: 3 clusters Score -25831.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -25831.234375 Penalty: 597.053833
	Iteration 17F: 3 clusters Score -25831.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59890 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2459 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13701 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 5089 members 
Mstep: Class 11 contains 4366 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29273 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 470649 members 
Mstep: Class 17 contains 5924 members 
Mstep: Class 18 contains 6827 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5614 members 
Mstep: Class 22 contains 1616 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12328 members 
Mstep: Class 26 contains 1621 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14585 members 
Mstep: Class 29 contains 26810 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1384 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298474.000000 Penalty: 22114.306641
Iteration 159Q: 37 clusters Score -2.829847e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59878 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2459 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13740 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 5090 members 
Mstep: Class 11 contains 4364 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29271 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 470436 members 
Mstep: Class 17 contains 5918 members 
Mstep: Class 18 contains 6829 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5621 members 
Mstep: Class 22 contains 1619 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12330 members 
Mstep: Class 26 contains 1621 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14594 members 
Mstep: Class 29 contains 26982 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1384 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298404.000000 Penalty: 22114.306641
Iteration 160F: 37 clusters Score -2.82984e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59869 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2459 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13785 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 5091 members 
Mstep: Class 11 contains 4363 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29269 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 470219 members 
Mstep: Class 17 contains 5912 members 
Mstep: Class 18 contains 6833 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5628 members 
Mstep: Class 22 contains 1621 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 12330 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14605 members 
Mstep: Class 29 contains 27150 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1382 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298410.000000 Penalty: 22114.306641
Iteration 161Q: 37 clusters Score -2.829841e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59859 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2458 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13838 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 5089 members 
Mstep: Class 11 contains 4366 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29265 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 469993 members 
Mstep: Class 17 contains 5906 members 
Mstep: Class 18 contains 6833 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5633 members 
Mstep: Class 22 contains 1622 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 12330 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14617 members 
Mstep: Class 29 contains 27325 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1382 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298312.000000 Penalty: 22114.306641
Iteration 162Q: 37 clusters Score -2.829831e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59849 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2456 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13903 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 5091 members 
Mstep: Class 11 contains 4373 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29264 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 469725 members 
Mstep: Class 17 contains 5898 members 
Mstep: Class 18 contains 6831 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5632 members 
Mstep: Class 22 contains 1624 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 12332 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14628 members 
Mstep: Class 29 contains 27528 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1382 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298364.000000 Penalty: 22114.306641
Iteration 163Q: 37 clusters Score -2.829836e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59840 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2457 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13967 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 5094 members 
Mstep: Class 11 contains 4377 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29261 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 469429 members 
Mstep: Class 17 contains 5889 members 
Mstep: Class 18 contains 6831 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5634 members 
Mstep: Class 22 contains 1625 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 12333 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14644 members 
Mstep: Class 29 contains 27753 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1382 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298298.000000 Penalty: 22114.306641
Iteration 164Q: 37 clusters Score -2.82983e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59834 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2460 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 14026 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 4378 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29257 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 469119 members 
Mstep: Class 17 contains 5878 members 
Mstep: Class 18 contains 6839 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5636 members 
Mstep: Class 22 contains 1626 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 12335 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14649 members 
Mstep: Class 29 contains 27998 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1381 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298326.000000 Penalty: 22114.306641
Iteration 165Q: 37 clusters Score -2.829833e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59823 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2460 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 14105 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 5101 members 
Mstep: Class 11 contains 4371 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29247 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 468871 members 
Mstep: Class 17 contains 5865 members 
Mstep: Class 18 contains 6839 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5640 members 
Mstep: Class 22 contains 1627 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 12334 members 
Mstep: Class 26 contains 1621 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14643 members 
Mstep: Class 29 contains 28206 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1380 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298300.000000 Penalty: 22114.306641
Iteration 166Q: 37 clusters Score -2.82983e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59804 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2457 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 14193 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 5111 members 
Mstep: Class 11 contains 4364 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29245 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 468592 members 
Mstep: Class 17 contains 5854 members 
Mstep: Class 18 contains 6842 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5641 members 
Mstep: Class 22 contains 1627 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12334 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14638 members 
Mstep: Class 29 contains 28429 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1379 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298220.000000 Penalty: 22114.306641
Iteration 167Q: 37 clusters Score -2.829822e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59789 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2455 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 14284 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 5122 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29236 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 468295 members 
Mstep: Class 17 contains 5845 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5647 members 
Mstep: Class 22 contains 1628 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12332 members 
Mstep: Class 26 contains 1624 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14638 members 
Mstep: Class 29 contains 28651 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1379 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298174.000000 Penalty: 22114.306641
Iteration 168Q: 37 clusters Score -2.829817e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59779 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2457 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 14383 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 5139 members 
Mstep: Class 11 contains 4364 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29229 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 467946 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5650 members 
Mstep: Class 22 contains 1628 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12335 members 
Mstep: Class 26 contains 1624 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14640 members 
Mstep: Class 29 contains 28904 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1379 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298114.000000 Penalty: 22114.306641
Iteration 169Q: 37 clusters Score -2.829811e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59770 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2456 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 14487 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 5157 members 
Mstep: Class 11 contains 4364 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29226 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 467549 members 
Mstep: Class 17 contains 5830 members 
Mstep: Class 18 contains 6849 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5653 members 
Mstep: Class 22 contains 1628 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1126 members 
Mstep: Class 25 contains 12334 members 
Mstep: Class 26 contains 1625 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14649 members 
Mstep: Class 29 contains 29177 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1379 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298100.000000 Penalty: 22114.306641
Iteration 170Q: 37 clusters Score -2.82981e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59760 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2455 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 14592 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 5171 members 
Mstep: Class 11 contains 4364 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29222 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 467157 members 
Mstep: Class 17 contains 5826 members 
Mstep: Class 18 contains 6852 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5655 members 
Mstep: Class 22 contains 1628 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 12335 members 
Mstep: Class 26 contains 1624 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14663 members 
Mstep: Class 29 contains 29448 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1380 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298010.000000 Penalty: 22114.306641
Iteration 171Q: 37 clusters Score -2.829801e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59757 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2454 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 14720 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 5177 members 
Mstep: Class 11 contains 4368 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29212 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 466788 members 
Mstep: Class 17 contains 5822 members 
Mstep: Class 18 contains 6851 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5655 members 
Mstep: Class 22 contains 1628 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 12337 members 
Mstep: Class 26 contains 1624 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14667 members 
Mstep: Class 29 contains 29689 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1382 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298010.000000 Penalty: 22114.306641
Iteration 172Q: 37 clusters Score -2.829801e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59748 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2453 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 14848 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 5180 members 
Mstep: Class 11 contains 4373 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29210 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 466372 members 
Mstep: Class 17 contains 5818 members 
Mstep: Class 18 contains 6851 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5658 members 
Mstep: Class 22 contains 1628 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 12338 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14681 members 
Mstep: Class 29 contains 29965 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1383 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298004.000000 Penalty: 22114.306641
Iteration 173Q: 37 clusters Score -2.8298e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59729 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2452 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 14957 members 
Mstep: Class 9 contains 638 members 
Mstep: Class 10 contains 5191 members 
Mstep: Class 11 contains 4379 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29209 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 465950 members 
Mstep: Class 17 contains 5815 members 
Mstep: Class 18 contains 6849 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5659 members 
Mstep: Class 22 contains 1629 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 12338 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14686 members 
Mstep: Class 29 contains 30285 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1383 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297972.000000 Penalty: 22114.306641
Iteration 174Q: 37 clusters Score -2.829797e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59716 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2450 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 15077 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 5194 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29209 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 465514 members 
Mstep: Class 17 contains 5812 members 
Mstep: Class 18 contains 6849 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5658 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 12342 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14690 members 
Mstep: Class 29 contains 30603 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1383 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297842.000000 Penalty: 22114.306641
Iteration 175Q: 37 clusters Score -2.829784e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59698 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2449 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 15192 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 5200 members 
Mstep: Class 11 contains 4395 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29209 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 465091 members 
Mstep: Class 17 contains 5808 members 
Mstep: Class 18 contains 6845 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5656 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 12342 members 
Mstep: Class 26 contains 1621 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14706 members 
Mstep: Class 29 contains 30909 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1383 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297826.000000 Penalty: 22114.306641
Iteration 176Q: 37 clusters Score -2.829783e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59684 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2447 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 15302 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 5210 members 
Mstep: Class 11 contains 4408 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29201 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 464674 members 
Mstep: Class 17 contains 5800 members 
Mstep: Class 18 contains 6847 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5655 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 12346 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14726 members 
Mstep: Class 29 contains 31200 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1383 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297688.000000 Penalty: 22114.306641
Iteration 177Q: 37 clusters Score -2.829769e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59666 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2446 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 15406 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 5217 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29196 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 464240 members 
Mstep: Class 17 contains 5792 members 
Mstep: Class 18 contains 6854 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5653 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 12347 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14746 members 
Mstep: Class 29 contains 31514 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1383 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297656.000000 Penalty: 22114.306641
Iteration 178Q: 37 clusters Score -2.829766e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59647 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2446 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 15518 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 5225 members 
Mstep: Class 11 contains 4431 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29188 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 463868 members 
Mstep: Class 17 contains 5787 members 
Mstep: Class 18 contains 6858 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5654 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 12346 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14757 members 
Mstep: Class 29 contains 31774 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1382 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297670.000000 Penalty: 22114.306641
Iteration 179Q: 37 clusters Score -2.829767e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59619 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2446 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 15652 members 
Mstep: Class 9 contains 635 members 
Mstep: Class 10 contains 5232 members 
Mstep: Class 11 contains 4430 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29184 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 463528 members 
Mstep: Class 17 contains 5783 members 
Mstep: Class 18 contains 6861 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5654 members 
Mstep: Class 22 contains 1634 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 12346 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14762 members 
Mstep: Class 29 contains 32003 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1382 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297596.000000 Penalty: 22114.306641
Iteration 180F: 37 clusters Score -2.82976e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59596 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2444 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 15809 members 
Mstep: Class 9 contains 635 members 
Mstep: Class 10 contains 5237 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29176 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 463158 members 
Mstep: Class 17 contains 5782 members 
Mstep: Class 18 contains 6864 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5655 members 
Mstep: Class 22 contains 1638 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 12345 members 
Mstep: Class 26 contains 1621 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14768 members 
Mstep: Class 29 contains 32238 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1381 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297526.000000 Penalty: 22114.306641
Iteration 181Q: 37 clusters Score -2.829753e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59586 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2442 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 15945 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 5250 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 29170 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 462729 members 
Mstep: Class 17 contains 5781 members 
Mstep: Class 18 contains 6863 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 12345 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14776 members 
Mstep: Class 29 contains 32525 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1381 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297562.000000 Penalty: 22114.306641
Iteration 182Q: 37 clusters Score -2.829756e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59570 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2440 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 16074 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 5253 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 29162 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 462303 members 
Mstep: Class 17 contains 5781 members 
Mstep: Class 18 contains 6863 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5667 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 12347 members 
Mstep: Class 26 contains 1617 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14786 members 
Mstep: Class 29 contains 32823 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1380 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297628.000000 Penalty: 22114.306641
Iteration 183Q: 37 clusters Score -2.829763e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59554 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2440 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 16206 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 5260 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 29159 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 461890 members 
Mstep: Class 17 contains 5779 members 
Mstep: Class 18 contains 6861 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 1648 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 12347 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14791 members 
Mstep: Class 29 contains 33107 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1380 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297712.000000 Penalty: 22114.306641
Iteration 184Q: 37 clusters Score -2.829771e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59545 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 16330 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5261 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 29157 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 461492 members 
Mstep: Class 17 contains 5777 members 
Mstep: Class 18 contains 6861 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5681 members 
Mstep: Class 22 contains 1654 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 12348 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14798 members 
Mstep: Class 29 contains 33367 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1379 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297618.000000 Penalty: 22114.306641
Iteration 185Q: 37 clusters Score -2.829762e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59533 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 16473 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5269 members 
Mstep: Class 11 contains 4437 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 29151 members 
Mstep: Class 15 contains 1780 members 
Mstep: Class 16 contains 461105 members 
Mstep: Class 17 contains 5772 members 
Mstep: Class 18 contains 6865 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 1662 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 12349 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14790 members 
Mstep: Class 29 contains 33609 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1379 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297502.000000 Penalty: 22114.306641
Iteration 186Q: 37 clusters Score -2.82975e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59523 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 16609 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5274 members 
Mstep: Class 11 contains 4438 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 29149 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 460724 members 
Mstep: Class 17 contains 5768 members 
Mstep: Class 18 contains 6869 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 1669 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 12348 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14784 members 
Mstep: Class 29 contains 33852 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1379 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297516.000000 Penalty: 22114.306641
Iteration 187Q: 37 clusters Score -2.829752e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59509 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2438 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 16750 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5276 members 
Mstep: Class 11 contains 4436 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 29146 members 
Mstep: Class 15 contains 1786 members 
Mstep: Class 16 contains 460347 members 
Mstep: Class 17 contains 5761 members 
Mstep: Class 18 contains 6867 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5693 members 
Mstep: Class 22 contains 1673 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 12347 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14777 members 
Mstep: Class 29 contains 34116 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1378 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297608.000000 Penalty: 22114.306641
Iteration 188Q: 37 clusters Score -2.829761e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59494 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2438 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 16881 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5280 members 
Mstep: Class 11 contains 4433 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 29141 members 
Mstep: Class 15 contains 1787 members 
Mstep: Class 16 contains 459966 members 
Mstep: Class 17 contains 5754 members 
Mstep: Class 18 contains 6866 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5701 members 
Mstep: Class 22 contains 1675 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 12347 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14762 members 
Mstep: Class 29 contains 34397 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1378 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297478.000000 Penalty: 22114.306641
Iteration 189Q: 37 clusters Score -2.829748e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59471 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2438 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 17016 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5285 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 29136 members 
Mstep: Class 15 contains 1788 members 
Mstep: Class 16 contains 459591 members 
Mstep: Class 17 contains 5754 members 
Mstep: Class 18 contains 6868 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5706 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 12343 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14753 members 
Mstep: Class 29 contains 34666 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1378 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297328.000000 Penalty: 22114.306641
Iteration 190Q: 37 clusters Score -2.829733e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59451 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2437 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 17167 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5289 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 29127 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 459209 members 
Mstep: Class 17 contains 5747 members 
Mstep: Class 18 contains 6870 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5714 members 
Mstep: Class 22 contains 1684 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 12342 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14736 members 
Mstep: Class 29 contains 34928 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1378 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297200.000000 Penalty: 22114.306641
Iteration 191Q: 37 clusters Score -2.82972e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59423 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2436 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 17342 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5299 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 29123 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 458803 members 
Mstep: Class 17 contains 5739 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5720 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 12344 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14708 members 
Mstep: Class 29 contains 35199 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1377 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297194.000000 Penalty: 22114.306641
Iteration 192Q: 37 clusters Score -2.829719e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59402 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2436 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 17525 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 5303 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 29121 members 
Mstep: Class 15 contains 1794 members 
Mstep: Class 16 contains 458366 members 
Mstep: Class 17 contains 5734 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5733 members 
Mstep: Class 22 contains 1693 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 12346 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14668 members 
Mstep: Class 29 contains 35497 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1376 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297234.000000 Penalty: 22114.306641
Iteration 193Q: 37 clusters Score -2.829723e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59378 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2437 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 17712 members 
Mstep: Class 9 contains 626 members 
Mstep: Class 10 contains 5308 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 29118 members 
Mstep: Class 15 contains 1795 members 
Mstep: Class 16 contains 457975 members 
Mstep: Class 17 contains 5722 members 
Mstep: Class 18 contains 6875 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5748 members 
Mstep: Class 22 contains 1695 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 12347 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14633 members 
Mstep: Class 29 contains 35749 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1377 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297192.000000 Penalty: 22114.306641
Iteration 194Q: 37 clusters Score -2.829719e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59355 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2436 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 17924 members 
Mstep: Class 9 contains 625 members 
Mstep: Class 10 contains 5316 members 
Mstep: Class 11 contains 4431 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 29119 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 457543 members 
Mstep: Class 17 contains 5706 members 
Mstep: Class 18 contains 6880 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5757 members 
Mstep: Class 22 contains 1699 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 12347 members 
Mstep: Class 26 contains 1624 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14602 members 
Mstep: Class 29 contains 36010 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1376 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297184.000000 Penalty: 22114.306641
Iteration 195Q: 37 clusters Score -2.829718e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59340 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2435 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 18145 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 4434 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 29122 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 457082 members 
Mstep: Class 17 contains 5698 members 
Mstep: Class 18 contains 6884 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5767 members 
Mstep: Class 22 contains 1701 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 12348 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14566 members 
Mstep: Class 29 contains 36288 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1374 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297226.000000 Penalty: 22114.306641
Iteration 196Q: 37 clusters Score -2.829723e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59330 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2432 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 18338 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 5323 members 
Mstep: Class 11 contains 4441 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 29124 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 456595 members 
Mstep: Class 17 contains 5687 members 
Mstep: Class 18 contains 6889 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5771 members 
Mstep: Class 22 contains 1702 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 12349 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14534 members 
Mstep: Class 29 contains 36616 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1373 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297130.000000 Penalty: 22114.306641
Iteration 197Q: 37 clusters Score -2.829713e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59318 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2431 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 18525 members 
Mstep: Class 9 contains 625 members 
Mstep: Class 10 contains 5326 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 29124 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 456066 members 
Mstep: Class 17 contains 5682 members 
Mstep: Class 18 contains 6902 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5777 members 
Mstep: Class 22 contains 1702 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 12349 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14516 members 
Mstep: Class 29 contains 36969 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1373 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28297110.000000 Penalty: 22114.306641
Iteration 198Q: 37 clusters Score -2.829711e+07 nChanged 832
Entering ConstructFrom: 
Score: -28297110.000000 Penalty: 22114.306641
Entering ConstructFrom: 
Trying to split cluster 1 (3572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Entering Unmasked Estep 
Score: -138972.562500 Penalty: 372.230072
	Iteration 0F: 2 clusters Score -138972.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -136538.437500 Penalty: 744.460144
	Iteration 0F: 3 clusters Score -136538.4 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -137634.234375 Penalty: 744.460144
	Iteration 1F: 3 clusters Score -137634.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -137818.609375 Penalty: 744.460144
	Iteration 2F: 3 clusters Score -137818.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -137993.031250 Penalty: 744.460144
	Iteration 3F: 3 clusters Score -137993 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -138145.765625 Penalty: 744.460144
	Iteration 4F: 3 clusters Score -138145.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -138278.062500 Penalty: 744.460144
	Iteration 5F: 3 clusters Score -138278.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -138367.078125 Penalty: 744.460144
	Iteration 6Q: 3 clusters Score -138367.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -138437.453125 Penalty: 744.460144
	Iteration 7Q: 3 clusters Score -138437.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -138503.921875 Penalty: 744.460144
	Iteration 8Q: 3 clusters Score -138503.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -138579.265625 Penalty: 744.460144
	Iteration 9Q: 3 clusters Score -138579.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -138687.234375 Penalty: 744.460144
	Iteration 10Q: 3 clusters Score -138687.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -138833.515625 Penalty: 744.460144
	Iteration 11Q: 3 clusters Score -138833.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -139027.968750 Penalty: 744.460144
	Iteration 12Q: 3 clusters Score -139028 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -139264.171875 Penalty: 744.460144
	Iteration 13Q: 3 clusters Score -139264.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -139463.062500 Penalty: 744.460144
	Iteration 14Q: 3 clusters Score -139463.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -139522.468750 Penalty: 744.460144
	Iteration 15Q: 3 clusters Score -139522.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -139545.468750 Penalty: 744.460144
	Iteration 16Q: 3 clusters Score -139545.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -139557.390625 Penalty: 744.460144
	Iteration 17Q: 3 clusters Score -139557.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -139560.781250 Penalty: 744.460144
	Iteration 18Q: 3 clusters Score -139560.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -139561.453125 Penalty: 744.460144
	Iteration 19Q: 3 clusters Score -139561.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -139561.546875 Penalty: 744.460144
	Iteration 20F: 3 clusters Score -139561.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -139561.546875 Penalty: 744.460144
	Iteration 21Q: 3 clusters Score -139561.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -139561.546875 Penalty: 744.460144
	Iteration 22F: 3 clusters Score -139561.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 59303 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2430 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 18712 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 5327 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 29120 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 455508 members 
Mstep: Class 17 contains 5679 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 1702 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1126 members 
Mstep: Class 25 contains 12353 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14489 members 
Mstep: Class 29 contains 37355 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1375 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 1472 members 
Entering Unmasked Estep 
Score: -28297532.000000 Penalty: 22728.593750
Splitting cluster 1 changes total score from -28297110.000000 to -28297532.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 2 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -57068.234375 Penalty: 337.826660
	Iteration 0F: 2 clusters Score -57068.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -55855.734375 Penalty: 675.653320
	Iteration 0F: 3 clusters Score -55855.73 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -56384.250000 Penalty: 675.653320
	Iteration 1F: 3 clusters Score -56384.25 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -56595.527344 Penalty: 675.653320
	Iteration 2F: 3 clusters Score -56595.53 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -56746.378906 Penalty: 675.653320
	Iteration 3F: 3 clusters Score -56746.38 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -56814.335938 Penalty: 675.653320
	Iteration 4Q: 3 clusters Score -56814.34 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56854.402344 Penalty: 675.653320
	Iteration 5Q: 3 clusters Score -56854.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56900.632812 Penalty: 675.653320
	Iteration 6Q: 3 clusters Score -56900.63 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56943.531250 Penalty: 675.653320
	Iteration 7Q: 3 clusters Score -56943.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56965.703125 Penalty: 675.653320
	Iteration 8Q: 3 clusters Score -56965.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56971.339844 Penalty: 675.653320
	Iteration 9Q: 3 clusters Score -56971.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -56972.808594 Penalty: 675.653320
	Iteration 10Q: 3 clusters Score -56972.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56974.804688 Penalty: 675.653320
	Iteration 11Q: 3 clusters Score -56974.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56977.945312 Penalty: 675.653320
	Iteration 12Q: 3 clusters Score -56977.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56980.742188 Penalty: 675.653320
	Iteration 13Q: 3 clusters Score -56980.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -56983.847656 Penalty: 675.653320
	Iteration 14Q: 3 clusters Score -56983.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -56986.746094 Penalty: 675.653320
	Iteration 15Q: 3 clusters Score -56986.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -56990.363281 Penalty: 675.653320
	Iteration 16Q: 3 clusters Score -56990.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -56993.042969 Penalty: 675.653320
	Iteration 17Q: 3 clusters Score -56993.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -56994.375000 Penalty: 675.653320
	Iteration 18Q: 3 clusters Score -56994.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -56994.769531 Penalty: 675.653320
	Iteration 19Q: 3 clusters Score -56994.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -56994.789062 Penalty: 675.653320
	Iteration 20F: 3 clusters Score -56994.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Entering Unmasked Estep 
Score: -96184.242188 Penalty: 360.429871
	Iteration 0F: 2 clusters Score -96184.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -94236.851562 Penalty: 720.859741
	Iteration 0F: 3 clusters Score -94236.85 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -95065.812500 Penalty: 720.859741
	Iteration 1F: 3 clusters Score -95065.81 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -95277.054688 Penalty: 720.859741
	Iteration 2F: 3 clusters Score -95277.05 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -95549.023438 Penalty: 720.859741
	Iteration 3F: 3 clusters Score -95549.02 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -95918.406250 Penalty: 720.859741
	Iteration 4F: 3 clusters Score -95918.41 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -96098.218750 Penalty: 720.859741
	Iteration 5F: 3 clusters Score -96098.22 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -96232.007812 Penalty: 720.859741
	Iteration 6Q: 3 clusters Score -96232.01 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -96335.765625 Penalty: 720.859741
	Iteration 7Q: 3 clusters Score -96335.77 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -96401.304688 Penalty: 720.859741
	Iteration 8Q: 3 clusters Score -96401.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -96448.109375 Penalty: 720.859741
	Iteration 9Q: 3 clusters Score -96448.11 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -96500.976562 Penalty: 720.859741
	Iteration 10Q: 3 clusters Score -96500.98 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -96572.218750 Penalty: 720.859741
	Iteration 11Q: 3 clusters Score -96572.22 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -96632.640625 Penalty: 720.859741
	Iteration 12Q: 3 clusters Score -96632.64 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -96708.335938 Penalty: 720.859741
	Iteration 13Q: 3 clusters Score -96708.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -96766.562500 Penalty: 720.859741
	Iteration 14Q: 3 clusters Score -96766.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -96783.781250 Penalty: 720.859741
	Iteration 15Q: 3 clusters Score -96783.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -96795.328125 Penalty: 720.859741
	Iteration 16Q: 3 clusters Score -96795.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -96800.609375 Penalty: 720.859741
	Iteration 17Q: 3 clusters Score -96800.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -96803.445312 Penalty: 720.859741
	Iteration 18Q: 3 clusters Score -96803.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -96804.601562 Penalty: 720.859741
	Iteration 19Q: 3 clusters Score -96804.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -96822.765625 Penalty: 720.859741
	Iteration 20F: 3 clusters Score -96822.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -96839.242188 Penalty: 720.859741
	Iteration 21Q: 3 clusters Score -96839.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -96843.429688 Penalty: 720.859741
	Iteration 22Q: 3 clusters Score -96843.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -96844.906250 Penalty: 720.859741
	Iteration 23Q: 3 clusters Score -96844.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -96845.085938 Penalty: 720.859741
	Iteration 24Q: 3 clusters Score -96845.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -96845.085938 Penalty: 720.859741
	Iteration 25F: 3 clusters Score -96845.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 1535 members 
Mstep: Class 4 contains 59303 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2430 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 18712 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 5327 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 29120 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 455508 members 
Mstep: Class 17 contains 5679 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 1702 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1126 members 
Mstep: Class 25 contains 12353 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14489 members 
Mstep: Class 29 contains 37355 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1375 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 1472 members 
Mstep: Class 38 contains 1221 members 
Entering Unmasked Estep 
Score: -28297968.000000 Penalty: 23342.880859
Splitting cluster 3 changes total score from -28297110.000000 to -28297968.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 4 (59303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Entering Unmasked Estep 
Score: -2391984.500000 Penalty: 500.063904
	Iteration 0F: 2 clusters Score -2391984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -2352297.500000 Penalty: 1000.127808
	Iteration 0F: 3 clusters Score -2352298 nChanged 28861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -2370067.750000 Penalty: 1000.127808
	Iteration 1F: 3 clusters Score -2370068 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -2371500.000000 Penalty: 1000.127808
	Iteration 2F: 3 clusters Score -2371500 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -2373618.750000 Penalty: 1000.127808
	Iteration 3F: 3 clusters Score -2373619 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -2376227.000000 Penalty: 1000.127808
	Iteration 4F: 3 clusters Score -2376227 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -2379086.500000 Penalty: 1000.127808
	Iteration 5F: 3 clusters Score -2379086 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -2381629.250000 Penalty: 1000.127808
	Iteration 6F: 3 clusters Score -2381629 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -2383737.250000 Penalty: 1000.127808
	Iteration 7Q: 3 clusters Score -2383737 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -2385467.500000 Penalty: 1000.127808
	Iteration 8Q: 3 clusters Score -2385468 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -2386826.500000 Penalty: 1000.127808
	Iteration 9Q: 3 clusters Score -2386826 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -2387958.250000 Penalty: 1000.127808
	Iteration 10Q: 3 clusters Score -2387958 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -2388914.000000 Penalty: 1000.127808
	Iteration 11Q: 3 clusters Score -2388914 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -2389615.250000 Penalty: 1000.127808
	Iteration 12Q: 3 clusters Score -2389615 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 55681 members 
Entering Unmasked Estep 
Score: -2390207.000000 Penalty: 1000.127808
	Iteration 13Q: 3 clusters Score -2390207 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -2390691.500000 Penalty: 1000.127808
	Iteration 14Q: 3 clusters Score -2390692 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -2391107.250000 Penalty: 1000.127808
	Iteration 15Q: 3 clusters Score -2391107 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -2391482.000000 Penalty: 1000.127808
	Iteration 16Q: 3 clusters Score -2391482 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 57579 members 
Entering Unmasked Estep 
Score: -2391700.250000 Penalty: 1000.127808
	Iteration 17Q: 3 clusters Score -2391700 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 57733 members 
Entering Unmasked Estep 
Score: -2391815.750000 Penalty: 1000.127808
	Iteration 18Q: 3 clusters Score -2391816 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -2391889.000000 Penalty: 1000.127808
	Iteration 19Q: 3 clusters Score -2391889 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 57941 members 
Entering Unmasked Estep 
Score: -2391943.500000 Penalty: 1000.127808
	Iteration 20F: 3 clusters Score -2391944 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 57998 members 
Entering Unmasked Estep 
Score: -2391965.000000 Penalty: 1000.127808
	Iteration 21Q: 3 clusters Score -2391965 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 58043 members 
Entering Unmasked Estep 
Score: -2391977.000000 Penalty: 1000.127808
	Iteration 22Q: 3 clusters Score -2391977 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
Score: -2391985.750000 Penalty: 1000.127808
	Iteration 23Q: 3 clusters Score -2391986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 58096 members 
Entering Unmasked Estep 
Score: -2391990.500000 Penalty: 1000.127808
	Iteration 24Q: 3 clusters Score -2391990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -2391994.000000 Penalty: 1000.127808
	Iteration 25Q: 3 clusters Score -2391994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 58125 members 
Entering Unmasked Estep 
Score: -2391999.250000 Penalty: 1000.127808
	Iteration 26Q: 3 clusters Score -2391999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -2392003.000000 Penalty: 1000.127808
	Iteration 27Q: 3 clusters Score -2392003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -2392002.750000 Penalty: 1000.127808
	Iteration 28Q: 3 clusters Score -2392003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 58149 members 
Entering Unmasked Estep 
Score: -2392004.750000 Penalty: 1000.127808
	Iteration 29Q: 3 clusters Score -2392005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
Score: -2392004.500000 Penalty: 1000.127808
	Iteration 30Q: 3 clusters Score -2392004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -2392004.750000 Penalty: 1000.127808
	Iteration 31Q: 3 clusters Score -2392005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 58163 members 
Entering Unmasked Estep 
Score: -2392005.000000 Penalty: 1000.127808
	Iteration 32Q: 3 clusters Score -2392005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 58165 members 
Entering Unmasked Estep 
Score: -2392007.500000 Penalty: 1000.127808
	Iteration 33Q: 3 clusters Score -2392008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -2392007.500000 Penalty: 1000.127808
	Iteration 34Q: 3 clusters Score -2392008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 58171 members 
Entering Unmasked Estep 
Score: -2392009.000000 Penalty: 1000.127808
	Iteration 35Q: 3 clusters Score -2392009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -2392008.500000 Penalty: 1000.127808
	Iteration 36Q: 3 clusters Score -2392008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 58177 members 
Entering Unmasked Estep 
Score: -2392008.500000 Penalty: 1000.127808
	Iteration 37Q: 3 clusters Score -2392008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 58182 members 
Entering Unmasked Estep 
Score: -2392008.750000 Penalty: 1000.127808
	Iteration 38Q: 3 clusters Score -2392009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 58186 members 
Entering Unmasked Estep 
Score: -2392010.750000 Penalty: 1000.127808
	Iteration 39Q: 3 clusters Score -2392011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -2392011.000000 Penalty: 1000.127808
	Iteration 40F: 3 clusters Score -2392011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 1535 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2430 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 18712 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 5327 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 29120 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 455508 members 
Mstep: Class 17 contains 5679 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 1702 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1126 members 
Mstep: Class 25 contains 12353 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14489 members 
Mstep: Class 29 contains 37355 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1375 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 1472 members 
Mstep: Class 38 contains 1221 members 
Mstep: Class 39 contains 58187 members 
Entering Unmasked Estep 
Score: -28297878.000000 Penalty: 23957.166016
Splitting cluster 4 changes total score from -28297110.000000 to -28297878.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 5 (26592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Entering Unmasked Estep 
Score: -1016733.062500 Penalty: 463.570648
	Iteration 0F: 2 clusters Score -1016733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -998977.562500 Penalty: 927.141296
	Iteration 0F: 3 clusters Score -998977.6 nChanged 12664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1006745.562500 Penalty: 927.141296
	Iteration 1F: 3 clusters Score -1006746 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1007787.937500 Penalty: 927.141296
	Iteration 2F: 3 clusters Score -1007788 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1009430.375000 Penalty: 927.141296
	Iteration 3F: 3 clusters Score -1009430 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1011513.187500 Penalty: 927.141296
	Iteration 4F: 3 clusters Score -1011513 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1013695.562500 Penalty: 927.141296
	Iteration 5F: 3 clusters Score -1013696 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1015251.562500 Penalty: 927.141296
	Iteration 6F: 3 clusters Score -1015252 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1015977.500000 Penalty: 927.141296
	Iteration 7Q: 3 clusters Score -1015978 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1016250.062500 Penalty: 927.141296
	Iteration 8Q: 3 clusters Score -1016250 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1016368.500000 Penalty: 927.141296
	Iteration 9Q: 3 clusters Score -1016368 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1016418.812500 Penalty: 927.141296
	Iteration 10Q: 3 clusters Score -1016419 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1016442.375000 Penalty: 927.141296
	Iteration 11Q: 3 clusters Score -1016442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1016454.500000 Penalty: 927.141296
	Iteration 12Q: 3 clusters Score -1016454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1016467.437500 Penalty: 927.141296
	Iteration 13Q: 3 clusters Score -1016467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1016475.000000 Penalty: 927.141296
	Iteration 14Q: 3 clusters Score -1016475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1016484.687500 Penalty: 927.141296
	Iteration 15Q: 3 clusters Score -1016485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1016491.562500 Penalty: 927.141296
	Iteration 16Q: 3 clusters Score -1016492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1016494.312500 Penalty: 927.141296
	Iteration 17Q: 3 clusters Score -1016494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1016493.375000 Penalty: 927.141296
	Iteration 18Q: 3 clusters Score -1016493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1016495.312500 Penalty: 927.141296
	Iteration 19Q: 3 clusters Score -1016495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1016497.187500 Penalty: 927.141296
	Iteration 20F: 3 clusters Score -1016497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1016497.875000 Penalty: 927.141296
	Iteration 21Q: 3 clusters Score -1016498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1016498.562500 Penalty: 927.141296
	Iteration 22Q: 3 clusters Score -1016499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1016498.562500 Penalty: 927.141296
	Iteration 23Q: 3 clusters Score -1016499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1016499.687500 Penalty: 927.141296
	Iteration 24Q: 3 clusters Score -1016500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1016499.687500 Penalty: 927.141296
	Iteration 25F: 3 clusters Score -1016500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -94628.781250 Penalty: 354.701935
	Iteration 0F: 2 clusters Score -94628.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -92877.437500 Penalty: 709.403870
	Iteration 0F: 3 clusters Score -92877.44 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -93485.375000 Penalty: 709.403870
	Iteration 1F: 3 clusters Score -93485.38 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -93592.132812 Penalty: 709.403870
	Iteration 2F: 3 clusters Score -93592.13 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -93679.156250 Penalty: 709.403870
	Iteration 3F: 3 clusters Score -93679.16 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -93771.578125 Penalty: 709.403870
	Iteration 4F: 3 clusters Score -93771.58 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -93847.945312 Penalty: 709.403870
	Iteration 5Q: 3 clusters Score -93847.95 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -93906.296875 Penalty: 709.403870
	Iteration 6Q: 3 clusters Score -93906.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -93952.375000 Penalty: 709.403870
	Iteration 7Q: 3 clusters Score -93952.38 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -93989.585938 Penalty: 709.403870
	Iteration 8Q: 3 clusters Score -93989.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -94017.687500 Penalty: 709.403870
	Iteration 9Q: 3 clusters Score -94017.69 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -94042.281250 Penalty: 709.403870
	Iteration 10Q: 3 clusters Score -94042.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -94063.476562 Penalty: 709.403870
	Iteration 11Q: 3 clusters Score -94063.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -94079.960938 Penalty: 709.403870
	Iteration 12Q: 3 clusters Score -94079.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -94092.890625 Penalty: 709.403870
	Iteration 13Q: 3 clusters Score -94092.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -94104.843750 Penalty: 709.403870
	Iteration 14Q: 3 clusters Score -94104.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -94111.250000 Penalty: 709.403870
	Iteration 15Q: 3 clusters Score -94111.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -94119.546875 Penalty: 709.403870
	Iteration 16Q: 3 clusters Score -94119.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -94126.812500 Penalty: 709.403870
	Iteration 17Q: 3 clusters Score -94126.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -94133.101562 Penalty: 709.403870
	Iteration 18Q: 3 clusters Score -94133.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -94137.984375 Penalty: 709.403870
	Iteration 19Q: 3 clusters Score -94137.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -94142.078125 Penalty: 709.403870
	Iteration 20F: 3 clusters Score -94142.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -94148.875000 Penalty: 709.403870
	Iteration 21Q: 3 clusters Score -94148.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -94154.851562 Penalty: 709.403870
	Iteration 22Q: 3 clusters Score -94154.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -94160.039062 Penalty: 709.403870
	Iteration 23Q: 3 clusters Score -94160.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -94163.570312 Penalty: 709.403870
	Iteration 24Q: 3 clusters Score -94163.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -94168.445312 Penalty: 709.403870
	Iteration 25Q: 3 clusters Score -94168.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -94174.562500 Penalty: 709.403870
	Iteration 26Q: 3 clusters Score -94174.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -94181.203125 Penalty: 709.403870
	Iteration 27Q: 3 clusters Score -94181.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -94191.125000 Penalty: 709.403870
	Iteration 28Q: 3 clusters Score -94191.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -94202.750000 Penalty: 709.403870
	Iteration 29Q: 3 clusters Score -94202.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -94214.171875 Penalty: 709.403870
	Iteration 30Q: 3 clusters Score -94214.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -94228.640625 Penalty: 709.403870
	Iteration 31Q: 3 clusters Score -94228.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -94246.148438 Penalty: 709.403870
	Iteration 32Q: 3 clusters Score -94246.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -94264.250000 Penalty: 709.403870
	Iteration 33Q: 3 clusters Score -94264.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -94284.000000 Penalty: 709.403870
	Iteration 34Q: 3 clusters Score -94284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -94294.734375 Penalty: 709.403870
	Iteration 35Q: 3 clusters Score -94294.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -94301.898438 Penalty: 709.403870
	Iteration 36Q: 3 clusters Score -94301.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -94307.265625 Penalty: 709.403870
	Iteration 37Q: 3 clusters Score -94307.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -94313.632812 Penalty: 709.403870
	Iteration 38Q: 3 clusters Score -94313.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -94318.609375 Penalty: 709.403870
	Iteration 39Q: 3 clusters Score -94318.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -94320.507812 Penalty: 709.403870
	Iteration 40F: 3 clusters Score -94320.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -94322.140625 Penalty: 709.403870
	Iteration 41Q: 3 clusters Score -94322.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -94324.101562 Penalty: 709.403870
	Iteration 42Q: 3 clusters Score -94324.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -94326.320312 Penalty: 709.403870
	Iteration 43Q: 3 clusters Score -94326.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -94329.890625 Penalty: 709.403870
	Iteration 44Q: 3 clusters Score -94329.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -94332.437500 Penalty: 709.403870
	Iteration 45Q: 3 clusters Score -94332.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -94334.117188 Penalty: 709.403870
	Iteration 46Q: 3 clusters Score -94334.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -94335.148438 Penalty: 709.403870
	Iteration 47Q: 3 clusters Score -94335.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -94337.539062 Penalty: 709.403870
	Iteration 48Q: 3 clusters Score -94337.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -94340.031250 Penalty: 709.403870
	Iteration 49Q: 3 clusters Score -94340.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -94341.179688 Penalty: 709.403870
	Iteration 50Q: 3 clusters Score -94341.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -94341.609375 Penalty: 709.403870
	Iteration 51Q: 3 clusters Score -94341.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -94341.679688 Penalty: 709.403870
	Iteration 52Q: 3 clusters Score -94341.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -94341.679688 Penalty: 709.403870
	Iteration 53F: 3 clusters Score -94341.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Entering Unmasked Estep 
Score: -140709.265625 Penalty: 371.730591
	Iteration 0F: 2 clusters Score -140709.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -138234.328125 Penalty: 743.461182
	Iteration 0F: 3 clusters Score -138234.3 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -139216.390625 Penalty: 743.461182
	Iteration 1F: 3 clusters Score -139216.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -139373.796875 Penalty: 743.461182
	Iteration 2F: 3 clusters Score -139373.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -139504.031250 Penalty: 743.461182
	Iteration 3F: 3 clusters Score -139504 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -139627.453125 Penalty: 743.461182
	Iteration 4F: 3 clusters Score -139627.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -139733.734375 Penalty: 743.461182
	Iteration 5F: 3 clusters Score -139733.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -139814.421875 Penalty: 743.461182
	Iteration 6Q: 3 clusters Score -139814.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -139875.125000 Penalty: 743.461182
	Iteration 7Q: 3 clusters Score -139875.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -139910.890625 Penalty: 743.461182
	Iteration 8Q: 3 clusters Score -139910.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -139944.359375 Penalty: 743.461182
	Iteration 9Q: 3 clusters Score -139944.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -139971.500000 Penalty: 743.461182
	Iteration 10Q: 3 clusters Score -139971.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -139992.843750 Penalty: 743.461182
	Iteration 11Q: 3 clusters Score -139992.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -140010.281250 Penalty: 743.461182
	Iteration 12Q: 3 clusters Score -140010.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -140025.625000 Penalty: 743.461182
	Iteration 13Q: 3 clusters Score -140025.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -140038.781250 Penalty: 743.461182
	Iteration 14Q: 3 clusters Score -140038.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -140052.265625 Penalty: 743.461182
	Iteration 15Q: 3 clusters Score -140052.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -140068.015625 Penalty: 743.461182
	Iteration 16Q: 3 clusters Score -140068 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -140090.781250 Penalty: 743.461182
	Iteration 17Q: 3 clusters Score -140090.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -140120.343750 Penalty: 743.461182
	Iteration 18Q: 3 clusters Score -140120.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -140147.968750 Penalty: 743.461182
	Iteration 19Q: 3 clusters Score -140148 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -140183.234375 Penalty: 743.461182
	Iteration 20F: 3 clusters Score -140183.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -140246.781250 Penalty: 743.461182
	Iteration 21Q: 3 clusters Score -140246.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -140327.546875 Penalty: 743.461182
	Iteration 22Q: 3 clusters Score -140327.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -140409.093750 Penalty: 743.461182
	Iteration 23Q: 3 clusters Score -140409.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -140483.187500 Penalty: 743.461182
	Iteration 24Q: 3 clusters Score -140483.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -140545.703125 Penalty: 743.461182
	Iteration 25Q: 3 clusters Score -140545.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -140604.781250 Penalty: 743.461182
	Iteration 26Q: 3 clusters Score -140604.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -140645.875000 Penalty: 743.461182
	Iteration 27Q: 3 clusters Score -140645.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -140660.140625 Penalty: 743.461182
	Iteration 28Q: 3 clusters Score -140660.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -140667.046875 Penalty: 743.461182
	Iteration 29Q: 3 clusters Score -140667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -140675.156250 Penalty: 743.461182
	Iteration 30Q: 3 clusters Score -140675.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -140679.937500 Penalty: 743.461182
	Iteration 31Q: 3 clusters Score -140679.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -140682.859375 Penalty: 743.461182
	Iteration 32Q: 3 clusters Score -140682.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -140685.046875 Penalty: 743.461182
	Iteration 33Q: 3 clusters Score -140685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -140687.109375 Penalty: 743.461182
	Iteration 34Q: 3 clusters Score -140687.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -140687.312500 Penalty: 743.461182
	Iteration 35Q: 3 clusters Score -140687.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -140687.531250 Penalty: 743.461182
	Iteration 36Q: 3 clusters Score -140687.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -140687.687500 Penalty: 743.461182
	Iteration 37Q: 3 clusters Score -140687.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -140687.812500 Penalty: 743.461182
	Iteration 38Q: 3 clusters Score -140687.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -140687.812500 Penalty: 743.461182
	Iteration 39F: 3 clusters Score -140687.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Entering Unmasked Estep 
Score: -773781.750000 Penalty: 447.579895
	Iteration 0F: 2 clusters Score -773781.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -761274.375000 Penalty: 895.159790
	Iteration 0F: 3 clusters Score -761274.4 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -766869.500000 Penalty: 895.159790
	Iteration 1F: 3 clusters Score -766869.5 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -767650.500000 Penalty: 895.159790
	Iteration 2F: 3 clusters Score -767650.5 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -768821.500000 Penalty: 895.159790
	Iteration 3F: 3 clusters Score -768821.5 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -770271.937500 Penalty: 895.159790
	Iteration 4F: 3 clusters Score -770271.9 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -771542.187500 Penalty: 895.159790
	Iteration 5F: 3 clusters Score -771542.2 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -772421.250000 Penalty: 895.159790
	Iteration 6Q: 3 clusters Score -772421.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -773031.187500 Penalty: 895.159790
	Iteration 7Q: 3 clusters Score -773031.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -773458.875000 Penalty: 895.159790
	Iteration 8Q: 3 clusters Score -773458.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -773688.062500 Penalty: 895.159790
	Iteration 9Q: 3 clusters Score -773688.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -773774.562500 Penalty: 895.159790
	Iteration 10Q: 3 clusters Score -773774.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -773811.875000 Penalty: 895.159790
	Iteration 11Q: 3 clusters Score -773811.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -773836.125000 Penalty: 895.159790
	Iteration 12Q: 3 clusters Score -773836.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -773848.375000 Penalty: 895.159790
	Iteration 13Q: 3 clusters Score -773848.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -773853.937500 Penalty: 895.159790
	Iteration 14Q: 3 clusters Score -773853.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -773858.312500 Penalty: 895.159790
	Iteration 15Q: 3 clusters Score -773858.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -773858.437500 Penalty: 895.159790
	Iteration 16Q: 3 clusters Score -773858.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -773859.250000 Penalty: 895.159790
	Iteration 17Q: 3 clusters Score -773859.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -773861.000000 Penalty: 895.159790
	Iteration 18Q: 3 clusters Score -773861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -773862.437500 Penalty: 895.159790
	Iteration 19Q: 3 clusters Score -773862.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -773862.750000 Penalty: 895.159790
	Iteration 20F: 3 clusters Score -773862.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -773862.062500 Penalty: 895.159790
	Iteration 21Q: 3 clusters Score -773862.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -773862.062500 Penalty: 895.159790
	Iteration 22F: 3 clusters Score -773862.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 1535 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2430 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 16642 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 5327 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 29120 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 455508 members 
Mstep: Class 17 contains 5679 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 1702 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1126 members 
Mstep: Class 25 contains 12353 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14489 members 
Mstep: Class 29 contains 37355 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1375 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 1472 members 
Mstep: Class 38 contains 1221 members 
Mstep: Class 39 contains 58187 members 
Mstep: Class 40 contains 2070 members 
Entering Unmasked Estep 
Score: -28297842.000000 Penalty: 24571.453125
Splitting cluster 8 changes total score from -28297110.000000 to -28297842.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 9 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -21112.205078 Penalty: 293.063080
	Iteration 0F: 2 clusters Score -21112.21 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 342 members 
Entering Unmasked Estep 
Score: -20541.253906 Penalty: 586.126160
	Iteration 0F: 3 clusters Score -20541.25 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -20715.707031 Penalty: 586.126160
	Iteration 1F: 3 clusters Score -20715.71 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -20775.378906 Penalty: 586.126160
	Iteration 2F: 3 clusters Score -20775.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -20823.652344 Penalty: 586.126160
	Iteration 3F: 3 clusters Score -20823.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -20842.847656 Penalty: 586.126160
	Iteration 4Q: 3 clusters Score -20842.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -20854.005859 Penalty: 586.126160
	Iteration 5Q: 3 clusters Score -20854.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -20856.792969 Penalty: 586.126160
	Iteration 6Q: 3 clusters Score -20856.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -20857.890625 Penalty: 586.126160
	Iteration 7Q: 3 clusters Score -20857.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -20859.761719 Penalty: 586.126160
	Iteration 8Q: 3 clusters Score -20859.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -20861.718750 Penalty: 586.126160
	Iteration 9Q: 3 clusters Score -20861.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -20863.669922 Penalty: 586.126160
	Iteration 10Q: 3 clusters Score -20863.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -20865.048828 Penalty: 586.126160
	Iteration 11Q: 3 clusters Score -20865.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -20866.033203 Penalty: 586.126160
	Iteration 12Q: 3 clusters Score -20866.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -20869.179688 Penalty: 586.126160
	Iteration 13Q: 3 clusters Score -20869.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -20871.128906 Penalty: 586.126160
	Iteration 14Q: 3 clusters Score -20871.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -20872.984375 Penalty: 586.126160
	Iteration 15Q: 3 clusters Score -20872.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20873.558594 Penalty: 586.126160
	Iteration 16Q: 3 clusters Score -20873.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -20874.658203 Penalty: 586.126160
	Iteration 17Q: 3 clusters Score -20874.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -20876.250000 Penalty: 586.126160
	Iteration 18Q: 3 clusters Score -20876.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -20878.025391 Penalty: 586.126160
	Iteration 19Q: 3 clusters Score -20878.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -20878.843750 Penalty: 586.126160
	Iteration 20F: 3 clusters Score -20878.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -20879.068359 Penalty: 586.126160
	Iteration 21Q: 3 clusters Score -20879.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -20879.068359 Penalty: 586.126160
	Iteration 22F: 3 clusters Score -20879.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Entering Unmasked Estep 
Score: -210065.718750 Penalty: 390.414734
	Iteration 0F: 2 clusters Score -210065.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -206509.250000 Penalty: 780.829468
	Iteration 0F: 3 clusters Score -206509.2 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -207974.093750 Penalty: 780.829468
	Iteration 1F: 3 clusters Score -207974.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -208271.828125 Penalty: 780.829468
	Iteration 2F: 3 clusters Score -208271.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -208648.843750 Penalty: 780.829468
	Iteration 3F: 3 clusters Score -208648.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -209044.781250 Penalty: 780.829468
	Iteration 4F: 3 clusters Score -209044.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -209368.031250 Penalty: 780.829468
	Iteration 5F: 3 clusters Score -209368 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -209592.218750 Penalty: 780.829468
	Iteration 6Q: 3 clusters Score -209592.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -209773.421875 Penalty: 780.829468
	Iteration 7Q: 3 clusters Score -209773.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -209870.656250 Penalty: 780.829468
	Iteration 8Q: 3 clusters Score -209870.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -209917.875000 Penalty: 780.829468
	Iteration 9Q: 3 clusters Score -209917.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -209945.828125 Penalty: 780.829468
	Iteration 10Q: 3 clusters Score -209945.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -209955.718750 Penalty: 780.829468
	Iteration 11Q: 3 clusters Score -209955.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -209962.937500 Penalty: 780.829468
	Iteration 12Q: 3 clusters Score -209962.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -209964.687500 Penalty: 780.829468
	Iteration 13Q: 3 clusters Score -209964.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -209967.203125 Penalty: 780.829468
	Iteration 14Q: 3 clusters Score -209967.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -209967.843750 Penalty: 780.829468
	Iteration 15Q: 3 clusters Score -209967.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -209969.562500 Penalty: 780.829468
	Iteration 16Q: 3 clusters Score -209969.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -209970.031250 Penalty: 780.829468
	Iteration 17Q: 3 clusters Score -209970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -209971.171875 Penalty: 780.829468
	Iteration 18Q: 3 clusters Score -209971.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -209971.437500 Penalty: 780.829468
	Iteration 19Q: 3 clusters Score -209971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -209972.000000 Penalty: 780.829468
	Iteration 20F: 3 clusters Score -209972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Entering Unmasked Estep 
Score: -180324.296875 Penalty: 382.199341
	Iteration 0F: 2 clusters Score -180324.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -177351.218750 Penalty: 764.398682
	Iteration 0F: 3 clusters Score -177351.2 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -178598.078125 Penalty: 764.398682
	Iteration 1F: 3 clusters Score -178598.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -178888.140625 Penalty: 764.398682
	Iteration 2F: 3 clusters Score -178888.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -179226.031250 Penalty: 764.398682
	Iteration 3F: 3 clusters Score -179226 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -179556.906250 Penalty: 764.398682
	Iteration 4F: 3 clusters Score -179556.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -179765.281250 Penalty: 764.398682
	Iteration 5F: 3 clusters Score -179765.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -179865.671875 Penalty: 764.398682
	Iteration 6Q: 3 clusters Score -179865.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -179917.953125 Penalty: 764.398682
	Iteration 7Q: 3 clusters Score -179918 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -179956.187500 Penalty: 764.398682
	Iteration 8Q: 3 clusters Score -179956.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -179968.375000 Penalty: 764.398682
	Iteration 9Q: 3 clusters Score -179968.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -179975.062500 Penalty: 764.398682
	Iteration 10Q: 3 clusters Score -179975.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -179982.218750 Penalty: 764.398682
	Iteration 11Q: 3 clusters Score -179982.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -179986.921875 Penalty: 764.398682
	Iteration 12Q: 3 clusters Score -179986.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -179989.734375 Penalty: 764.398682
	Iteration 13Q: 3 clusters Score -179989.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -179991.343750 Penalty: 764.398682
	Iteration 14Q: 3 clusters Score -179991.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -179993.375000 Penalty: 764.398682
	Iteration 15Q: 3 clusters Score -179993.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -179995.171875 Penalty: 764.398682
	Iteration 16Q: 3 clusters Score -179995.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -179996.234375 Penalty: 764.398682
	Iteration 17Q: 3 clusters Score -179996.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -179998.890625 Penalty: 764.398682
	Iteration 18Q: 3 clusters Score -179998.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -180001.078125 Penalty: 764.398682
	Iteration 19Q: 3 clusters Score -180001.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -180002.828125 Penalty: 764.398682
	Iteration 20F: 3 clusters Score -180002.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -180004.953125 Penalty: 764.398682
	Iteration 21Q: 3 clusters Score -180005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -180005.921875 Penalty: 764.398682
	Iteration 22Q: 3 clusters Score -180005.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -180007.156250 Penalty: 764.398682
	Iteration 23Q: 3 clusters Score -180007.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -180007.750000 Penalty: 764.398682
	Iteration 24Q: 3 clusters Score -180007.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -180008.984375 Penalty: 764.398682
	Iteration 25Q: 3 clusters Score -180009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -180010.453125 Penalty: 764.398682
	Iteration 26Q: 3 clusters Score -180010.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -180012.031250 Penalty: 764.398682
	Iteration 27Q: 3 clusters Score -180012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -180013.250000 Penalty: 764.398682
	Iteration 28Q: 3 clusters Score -180013.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -180014.812500 Penalty: 764.398682
	Iteration 29Q: 3 clusters Score -180014.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -180015.281250 Penalty: 764.398682
	Iteration 30Q: 3 clusters Score -180015.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -180016.765625 Penalty: 764.398682
	Iteration 31Q: 3 clusters Score -180016.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -180017.671875 Penalty: 764.398682
	Iteration 32Q: 3 clusters Score -180017.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -180018.375000 Penalty: 764.398682
	Iteration 33Q: 3 clusters Score -180018.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -180018.875000 Penalty: 764.398682
	Iteration 34Q: 3 clusters Score -180018.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -180019.312500 Penalty: 764.398682
	Iteration 35Q: 3 clusters Score -180019.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -180019.015625 Penalty: 764.398682
	Iteration 36Q: 3 clusters Score -180019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -180019.437500 Penalty: 764.398682
	Iteration 37Q: 3 clusters Score -180019.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -180019.484375 Penalty: 764.398682
	Iteration 38Q: 3 clusters Score -180019.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -180019.484375 Penalty: 764.398682
	Iteration 39F: 3 clusters Score -180019.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Entering Unmasked Estep 
Score: -86508.562500 Penalty: 347.887360
	Iteration 0F: 2 clusters Score -86508.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -85012.351562 Penalty: 695.774719
	Iteration 0F: 3 clusters Score -85012.35 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -85653.093750 Penalty: 695.774719
	Iteration 1F: 3 clusters Score -85653.09 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -85805.507812 Penalty: 695.774719
	Iteration 2F: 3 clusters Score -85805.51 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -85931.820312 Penalty: 695.774719
	Iteration 3F: 3 clusters Score -85931.82 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -86047.703125 Penalty: 695.774719
	Iteration 4F: 3 clusters Score -86047.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -86138.125000 Penalty: 695.774719
	Iteration 5F: 3 clusters Score -86138.12 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -86182.273438 Penalty: 695.774719
	Iteration 6Q: 3 clusters Score -86182.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -86207.156250 Penalty: 695.774719
	Iteration 7Q: 3 clusters Score -86207.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -86223.328125 Penalty: 695.774719
	Iteration 8Q: 3 clusters Score -86223.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -86232.578125 Penalty: 695.774719
	Iteration 9Q: 3 clusters Score -86232.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -86239.375000 Penalty: 695.774719
	Iteration 10Q: 3 clusters Score -86239.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -86242.937500 Penalty: 695.774719
	Iteration 11Q: 3 clusters Score -86242.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -86246.664062 Penalty: 695.774719
	Iteration 12Q: 3 clusters Score -86246.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -86249.976562 Penalty: 695.774719
	Iteration 13Q: 3 clusters Score -86249.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -86252.562500 Penalty: 695.774719
	Iteration 14Q: 3 clusters Score -86252.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -86253.414062 Penalty: 695.774719
	Iteration 15Q: 3 clusters Score -86253.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -86253.992188 Penalty: 695.774719
	Iteration 16Q: 3 clusters Score -86253.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -86254.710938 Penalty: 695.774719
	Iteration 17Q: 3 clusters Score -86254.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -86254.867188 Penalty: 695.774719
	Iteration 18Q: 3 clusters Score -86254.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -86254.867188 Penalty: 695.774719
	Iteration 19F: 3 clusters Score -86254.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Entering Unmasked Estep 
Score: -104861.593750 Penalty: 357.055420
	Iteration 0F: 2 clusters Score -104861.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -103054.164062 Penalty: 714.110840
	Iteration 0F: 3 clusters Score -103054.2 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -103701.445312 Penalty: 714.110840
	Iteration 1F: 3 clusters Score -103701.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -103781.585938 Penalty: 714.110840
	Iteration 2F: 3 clusters Score -103781.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -103862.132812 Penalty: 714.110840
	Iteration 3F: 3 clusters Score -103862.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -103945.476562 Penalty: 714.110840
	Iteration 4F: 3 clusters Score -103945.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -104045.078125 Penalty: 714.110840
	Iteration 5F: 3 clusters Score -104045.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -104147.523438 Penalty: 714.110840
	Iteration 6F: 3 clusters Score -104147.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -104235.398438 Penalty: 714.110840
	Iteration 7Q: 3 clusters Score -104235.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -104328.750000 Penalty: 714.110840
	Iteration 8Q: 3 clusters Score -104328.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -104388.554688 Penalty: 714.110840
	Iteration 9Q: 3 clusters Score -104388.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -104422.828125 Penalty: 714.110840
	Iteration 10Q: 3 clusters Score -104422.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -104449.914062 Penalty: 714.110840
	Iteration 11Q: 3 clusters Score -104449.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -104478.656250 Penalty: 714.110840
	Iteration 12Q: 3 clusters Score -104478.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -104492.507812 Penalty: 714.110840
	Iteration 13Q: 3 clusters Score -104492.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -104501.734375 Penalty: 714.110840
	Iteration 14Q: 3 clusters Score -104501.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -104509.781250 Penalty: 714.110840
	Iteration 15Q: 3 clusters Score -104509.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -104517.296875 Penalty: 714.110840
	Iteration 16Q: 3 clusters Score -104517.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -104530.406250 Penalty: 714.110840
	Iteration 17Q: 3 clusters Score -104530.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -104538.640625 Penalty: 714.110840
	Iteration 18Q: 3 clusters Score -104538.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -104541.953125 Penalty: 714.110840
	Iteration 19Q: 3 clusters Score -104542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -104546.726562 Penalty: 714.110840
	Iteration 20F: 3 clusters Score -104546.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -104554.875000 Penalty: 714.110840
	Iteration 21Q: 3 clusters Score -104554.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -104563.914062 Penalty: 714.110840
	Iteration 22Q: 3 clusters Score -104563.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -104570.421875 Penalty: 714.110840
	Iteration 23Q: 3 clusters Score -104570.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -104572.421875 Penalty: 714.110840
	Iteration 24Q: 3 clusters Score -104572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -104573.460938 Penalty: 714.110840
	Iteration 25Q: 3 clusters Score -104573.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -104573.460938 Penalty: 714.110840
	Iteration 26F: 3 clusters Score -104573.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Entering Unmasked Estep 
Score: -1184892.375000 Penalty: 467.702728
	Iteration 0F: 2 clusters Score -1184892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1165404.375000 Penalty: 935.405457
	Iteration 0F: 3 clusters Score -1165404 nChanged 13898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1173739.750000 Penalty: 935.405457
	Iteration 1F: 3 clusters Score -1173740 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1174202.500000 Penalty: 935.405457
	Iteration 2Q: 3 clusters Score -1174202 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1174721.625000 Penalty: 935.405457
	Iteration 3Q: 3 clusters Score -1174722 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1175240.625000 Penalty: 935.405457
	Iteration 4Q: 3 clusters Score -1175241 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1175863.500000 Penalty: 935.405457
	Iteration 5Q: 3 clusters Score -1175864 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1176689.375000 Penalty: 935.405457
	Iteration 6Q: 3 clusters Score -1176689 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1177750.500000 Penalty: 935.405457
	Iteration 7F: 3 clusters Score -1177750 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1178685.125000 Penalty: 935.405457
	Iteration 8F: 3 clusters Score -1178685 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1179150.250000 Penalty: 935.405457
	Iteration 9Q: 3 clusters Score -1179150 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1179322.750000 Penalty: 935.405457
	Iteration 10Q: 3 clusters Score -1179323 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1179388.000000 Penalty: 935.405457
	Iteration 11Q: 3 clusters Score -1179388 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1179427.625000 Penalty: 935.405457
	Iteration 12Q: 3 clusters Score -1179428 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1179461.250000 Penalty: 935.405457
	Iteration 13Q: 3 clusters Score -1179461 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1179483.375000 Penalty: 935.405457
	Iteration 14Q: 3 clusters Score -1179483 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1179510.500000 Penalty: 935.405457
	Iteration 15Q: 3 clusters Score -1179510 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -1179532.500000 Penalty: 935.405457
	Iteration 16Q: 3 clusters Score -1179532 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -1179555.500000 Penalty: 935.405457
	Iteration 17Q: 3 clusters Score -1179556 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -1179583.875000 Penalty: 935.405457
	Iteration 18Q: 3 clusters Score -1179584 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1179625.375000 Penalty: 935.405457
	Iteration 19Q: 3 clusters Score -1179625 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -1179672.125000 Penalty: 935.405457
	Iteration 20F: 3 clusters Score -1179672 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -1179726.375000 Penalty: 935.405457
	Iteration 21Q: 3 clusters Score -1179726 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -1179781.125000 Penalty: 935.405457
	Iteration 22Q: 3 clusters Score -1179781 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -1179850.625000 Penalty: 935.405457
	Iteration 23Q: 3 clusters Score -1179851 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -1179921.375000 Penalty: 935.405457
	Iteration 24Q: 3 clusters Score -1179921 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -1180011.625000 Penalty: 935.405457
	Iteration 25Q: 3 clusters Score -1180012 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -1180121.875000 Penalty: 935.405457
	Iteration 26Q: 3 clusters Score -1180122 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -1180245.000000 Penalty: 935.405457
	Iteration 27Q: 3 clusters Score -1180245 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -1180380.500000 Penalty: 935.405457
	Iteration 28Q: 3 clusters Score -1180380 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -1180537.125000 Penalty: 935.405457
	Iteration 29Q: 3 clusters Score -1180537 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -1180726.125000 Penalty: 935.405457
	Iteration 30Q: 3 clusters Score -1180726 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -1180963.375000 Penalty: 935.405457
	Iteration 31Q: 3 clusters Score -1180963 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -1181230.500000 Penalty: 935.405457
	Iteration 32Q: 3 clusters Score -1181230 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -1181549.125000 Penalty: 935.405457
	Iteration 33Q: 3 clusters Score -1181549 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -1181910.500000 Penalty: 935.405457
	Iteration 34Q: 3 clusters Score -1181910 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -1182274.375000 Penalty: 935.405457
	Iteration 35Q: 3 clusters Score -1182274 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -1182609.000000 Penalty: 935.405457
	Iteration 36Q: 3 clusters Score -1182609 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -1182950.375000 Penalty: 935.405457
	Iteration 37Q: 3 clusters Score -1182950 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -1183269.875000 Penalty: 935.405457
	Iteration 38Q: 3 clusters Score -1183270 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -1183535.125000 Penalty: 935.405457
	Iteration 39Q: 3 clusters Score -1183535 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -1183771.875000 Penalty: 935.405457
	Iteration 40F: 3 clusters Score -1183772 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -1183959.250000 Penalty: 935.405457
	Iteration 41Q: 3 clusters Score -1183959 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -1184086.000000 Penalty: 935.405457
	Iteration 42Q: 3 clusters Score -1184086 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -1184200.875000 Penalty: 935.405457
	Iteration 43Q: 3 clusters Score -1184201 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -1184291.875000 Penalty: 935.405457
	Iteration 44Q: 3 clusters Score -1184292 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -1184352.875000 Penalty: 935.405457
	Iteration 45Q: 3 clusters Score -1184353 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -1184406.250000 Penalty: 935.405457
	Iteration 46Q: 3 clusters Score -1184406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -1184434.500000 Penalty: 935.405457
	Iteration 47Q: 3 clusters Score -1184434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -1184459.625000 Penalty: 935.405457
	Iteration 48Q: 3 clusters Score -1184460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -1184471.375000 Penalty: 935.405457
	Iteration 49Q: 3 clusters Score -1184471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -1184489.250000 Penalty: 935.405457
	Iteration 50Q: 3 clusters Score -1184489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -1184499.000000 Penalty: 935.405457
	Iteration 51Q: 3 clusters Score -1184499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -1184510.000000 Penalty: 935.405457
	Iteration 52Q: 3 clusters Score -1184510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -1184516.250000 Penalty: 935.405457
	Iteration 53Q: 3 clusters Score -1184516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -1184519.375000 Penalty: 935.405457
	Iteration 54Q: 3 clusters Score -1184519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -1184522.000000 Penalty: 935.405457
	Iteration 55Q: 3 clusters Score -1184522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -1184521.875000 Penalty: 935.405457
	Iteration 56Q: 3 clusters Score -1184522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -1184522.000000 Penalty: 935.405457
	Iteration 57Q: 3 clusters Score -1184522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -1184522.000000 Penalty: 935.405457
	Iteration 58F: 3 clusters Score -1184522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Entering Unmasked Estep 
Score: -69842.515625 Penalty: 340.996582
	Iteration 0F: 2 clusters Score -69842.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -68563.109375 Penalty: 681.993164
	Iteration 0F: 3 clusters Score -68563.11 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -69014.617188 Penalty: 681.993164
	Iteration 1F: 3 clusters Score -69014.62 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -69120.203125 Penalty: 681.993164
	Iteration 2F: 3 clusters Score -69120.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -69208.062500 Penalty: 681.993164
	Iteration 3F: 3 clusters Score -69208.06 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -69268.062500 Penalty: 681.993164
	Iteration 4Q: 3 clusters Score -69268.06 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -69309.890625 Penalty: 681.993164
	Iteration 5Q: 3 clusters Score -69309.89 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -69355.515625 Penalty: 681.993164
	Iteration 6Q: 3 clusters Score -69355.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -69399.351562 Penalty: 681.993164
	Iteration 7Q: 3 clusters Score -69399.35 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69439.265625 Penalty: 681.993164
	Iteration 8Q: 3 clusters Score -69439.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69470.351562 Penalty: 681.993164
	Iteration 9Q: 3 clusters Score -69470.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69489.585938 Penalty: 681.993164
	Iteration 10Q: 3 clusters Score -69489.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69499.117188 Penalty: 681.993164
	Iteration 11Q: 3 clusters Score -69499.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -69503.593750 Penalty: 681.993164
	Iteration 12Q: 3 clusters Score -69503.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69507.046875 Penalty: 681.993164
	Iteration 13Q: 3 clusters Score -69507.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69510.789062 Penalty: 681.993164
	Iteration 14Q: 3 clusters Score -69510.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -69512.578125 Penalty: 681.993164
	Iteration 15Q: 3 clusters Score -69512.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -69513.585938 Penalty: 681.993164
	Iteration 16Q: 3 clusters Score -69513.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -69513.640625 Penalty: 681.993164
	Iteration 17Q: 3 clusters Score -69513.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -69513.640625 Penalty: 681.993164
	Iteration 18F: 3 clusters Score -69513.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (455508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455508 members 
Entering Unmasked Estep 
Score: -18530354.000000 Penalty: 592.827148
	Iteration 0F: 2 clusters Score -1.853035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227883 members 
Mstep: Class 2 contains 227625 members 
Entering Unmasked Estep 
Score: -18222616.000000 Penalty: 1185.654297
	Iteration 0F: 3 clusters Score -1.822262e+07 nChanged 225499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239220 members 
Mstep: Class 2 contains 216288 members 
Entering Unmasked Estep 
Score: -18365538.000000 Penalty: 1185.654297
	Iteration 1F: 3 clusters Score -1.836554e+07 nChanged 19503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247577 members 
Mstep: Class 2 contains 207931 members 
Entering Unmasked Estep 
Score: -18372260.000000 Penalty: 1185.654297
	Iteration 2Q: 3 clusters Score -1.837226e+07 nChanged 23005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261214 members 
Mstep: Class 2 contains 194294 members 
Entering Unmasked Estep 
Score: -18382064.000000 Penalty: 1185.654297
	Iteration 3F: 3 clusters Score -1.838206e+07 nChanged 27377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280887 members 
Mstep: Class 2 contains 174621 members 
Entering Unmasked Estep 
Score: -18396860.000000 Penalty: 1185.654297
	Iteration 4F: 3 clusters Score -1.839686e+07 nChanged 30857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305710 members 
Mstep: Class 2 contains 149798 members 
Entering Unmasked Estep 
Score: -18417996.000000 Penalty: 1185.654297
	Iteration 5F: 3 clusters Score -1.8418e+07 nChanged 31680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333102 members 
Mstep: Class 2 contains 122406 members 
Entering Unmasked Estep 
Score: -18445308.000000 Penalty: 1185.654297
	Iteration 6F: 3 clusters Score -1.844531e+07 nChanged 27853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357997 members 
Mstep: Class 2 contains 97511 members 
Entering Unmasked Estep 
Score: -18471950.000000 Penalty: 1185.654297
	Iteration 7F: 3 clusters Score -1.847195e+07 nChanged 20818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376633 members 
Mstep: Class 2 contains 78875 members 
Entering Unmasked Estep 
Score: -18489676.000000 Penalty: 1185.654297
	Iteration 8Q: 3 clusters Score -1.848968e+07 nChanged 14454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390073 members 
Mstep: Class 2 contains 65435 members 
Entering Unmasked Estep 
Score: -18499600.000000 Penalty: 1185.654297
	Iteration 9Q: 3 clusters Score -1.84996e+07 nChanged 10832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400711 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -18506564.000000 Penalty: 1185.654297
	Iteration 10Q: 3 clusters Score -1.850656e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409397 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -18511996.000000 Penalty: 1185.654297
	Iteration 11Q: 3 clusters Score -1.8512e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416476 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -18515912.000000 Penalty: 1185.654297
	Iteration 12Q: 3 clusters Score -1.851591e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422281 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -18518990.000000 Penalty: 1185.654297
	Iteration 13Q: 3 clusters Score -1.851899e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427046 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -18521170.000000 Penalty: 1185.654297
	Iteration 14Q: 3 clusters Score -1.852117e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431065 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -18522866.000000 Penalty: 1185.654297
	Iteration 15Q: 3 clusters Score -1.852287e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434386 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -18524028.000000 Penalty: 1185.654297
	Iteration 16Q: 3 clusters Score -1.852403e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437191 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -18524958.000000 Penalty: 1185.654297
	Iteration 17Q: 3 clusters Score -1.852496e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439555 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -18525820.000000 Penalty: 1185.654297
	Iteration 18Q: 3 clusters Score -1.852582e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441639 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -18526546.000000 Penalty: 1185.654297
	Iteration 19Q: 3 clusters Score -1.852655e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443495 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -18527072.000000 Penalty: 1185.654297
	Iteration 20F: 3 clusters Score -1.852707e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445029 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -18527592.000000 Penalty: 1185.654297
	Iteration 21Q: 3 clusters Score -1.852759e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446333 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -18527950.000000 Penalty: 1185.654297
	Iteration 22Q: 3 clusters Score -1.852795e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447435 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -18528404.000000 Penalty: 1185.654297
	Iteration 23Q: 3 clusters Score -1.85284e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448376 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -18528740.000000 Penalty: 1185.654297
	Iteration 24Q: 3 clusters Score -1.852874e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449206 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -18528932.000000 Penalty: 1185.654297
	Iteration 25Q: 3 clusters Score -1.852893e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449904 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -18529110.000000 Penalty: 1185.654297
	Iteration 26Q: 3 clusters Score -1.852911e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450491 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -18529312.000000 Penalty: 1185.654297
	Iteration 27Q: 3 clusters Score -1.852931e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451014 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -18529378.000000 Penalty: 1185.654297
	Iteration 28Q: 3 clusters Score -1.852938e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451446 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -18529594.000000 Penalty: 1185.654297
	Iteration 29Q: 3 clusters Score -1.852959e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451780 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -18529692.000000 Penalty: 1185.654297
	Iteration 30Q: 3 clusters Score -1.852969e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452057 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -18529732.000000 Penalty: 1185.654297
	Iteration 31Q: 3 clusters Score -1.852973e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452275 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -18529820.000000 Penalty: 1185.654297
	Iteration 32Q: 3 clusters Score -1.852982e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452466 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -18529822.000000 Penalty: 1185.654297
	Iteration 33Q: 3 clusters Score -1.852982e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452645 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -18529880.000000 Penalty: 1185.654297
	Iteration 34Q: 3 clusters Score -1.852988e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452785 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -18529866.000000 Penalty: 1185.654297
	Iteration 35Q: 3 clusters Score -1.852987e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452917 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -18529872.000000 Penalty: 1185.654297
	Iteration 36Q: 3 clusters Score -1.852987e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453032 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -18529910.000000 Penalty: 1185.654297
	Iteration 37Q: 3 clusters Score -1.852991e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453157 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -18529916.000000 Penalty: 1185.654297
	Iteration 38Q: 3 clusters Score -1.852992e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453250 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -18529946.000000 Penalty: 1185.654297
	Iteration 39Q: 3 clusters Score -1.852995e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453333 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -18529974.000000 Penalty: 1185.654297
	Iteration 40F: 3 clusters Score -1.852997e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453398 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -18529986.000000 Penalty: 1185.654297
	Iteration 41Q: 3 clusters Score -1.852999e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453453 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -18530012.000000 Penalty: 1185.654297
	Iteration 42Q: 3 clusters Score -1.853001e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453503 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -18530012.000000 Penalty: 1185.654297
	Iteration 43Q: 3 clusters Score -1.853001e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453559 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -18530058.000000 Penalty: 1185.654297
	Iteration 44Q: 3 clusters Score -1.853006e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453607 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -18530072.000000 Penalty: 1185.654297
	Iteration 45Q: 3 clusters Score -1.853007e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453645 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -18530096.000000 Penalty: 1185.654297
	Iteration 46Q: 3 clusters Score -1.85301e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453679 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -18530100.000000 Penalty: 1185.654297
	Iteration 47Q: 3 clusters Score -1.85301e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453712 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -18530122.000000 Penalty: 1185.654297
	Iteration 48Q: 3 clusters Score -1.853012e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453747 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -18530156.000000 Penalty: 1185.654297
	Iteration 49Q: 3 clusters Score -1.853016e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453779 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -18530184.000000 Penalty: 1185.654297
	Iteration 50Q: 3 clusters Score -1.853018e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453821 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -18530188.000000 Penalty: 1185.654297
	Iteration 51Q: 3 clusters Score -1.853019e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453845 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -18530196.000000 Penalty: 1185.654297
	Iteration 52Q: 3 clusters Score -1.85302e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453890 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -18530234.000000 Penalty: 1185.654297
	Iteration 53Q: 3 clusters Score -1.853023e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453926 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -18530232.000000 Penalty: 1185.654297
	Iteration 54Q: 3 clusters Score -1.853023e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453953 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -18530246.000000 Penalty: 1185.654297
	Iteration 55Q: 3 clusters Score -1.853025e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453986 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -18530250.000000 Penalty: 1185.654297
	Iteration 56Q: 3 clusters Score -1.853025e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454009 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -18530268.000000 Penalty: 1185.654297
	Iteration 57Q: 3 clusters Score -1.853027e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454035 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -18530266.000000 Penalty: 1185.654297
	Iteration 58Q: 3 clusters Score -1.853027e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454049 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -18530274.000000 Penalty: 1185.654297
	Iteration 59Q: 3 clusters Score -1.853027e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454065 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -18530268.000000 Penalty: 1185.654297
	Iteration 60F: 3 clusters Score -1.853027e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454079 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -18530274.000000 Penalty: 1185.654297
	Iteration 61Q: 3 clusters Score -1.853027e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454094 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -18530308.000000 Penalty: 1185.654297
	Iteration 62Q: 3 clusters Score -1.853031e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454110 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -18530330.000000 Penalty: 1185.654297
	Iteration 63Q: 3 clusters Score -1.853033e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454124 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -18530354.000000 Penalty: 1185.654297
	Iteration 64Q: 3 clusters Score -1.853035e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454138 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -18530350.000000 Penalty: 1185.654297
	Iteration 65Q: 3 clusters Score -1.853035e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454160 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -18530354.000000 Penalty: 1185.654297
	Iteration 66Q: 3 clusters Score -1.853035e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454181 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -18530346.000000 Penalty: 1185.654297
	Iteration 67Q: 3 clusters Score -1.853035e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454199 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -18530354.000000 Penalty: 1185.654297
	Iteration 68Q: 3 clusters Score -1.853035e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454204 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -18530348.000000 Penalty: 1185.654297
	Iteration 69Q: 3 clusters Score -1.853035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454212 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -18530360.000000 Penalty: 1185.654297
	Iteration 70Q: 3 clusters Score -1.853036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454213 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -18530362.000000 Penalty: 1185.654297
	Iteration 71Q: 3 clusters Score -1.853036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454216 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -18530382.000000 Penalty: 1185.654297
	Iteration 72Q: 3 clusters Score -1.853038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454218 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -18530368.000000 Penalty: 1185.654297
	Iteration 73Q: 3 clusters Score -1.853037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454219 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -18530368.000000 Penalty: 1185.654297
	Iteration 74Q: 3 clusters Score -1.853037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454217 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -18530372.000000 Penalty: 1185.654297
	Iteration 75Q: 3 clusters Score -1.853037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454218 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -18530382.000000 Penalty: 1185.654297
	Iteration 76Q: 3 clusters Score -1.853038e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454226 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -18530376.000000 Penalty: 1185.654297
	Iteration 77Q: 3 clusters Score -1.853038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454231 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -18530376.000000 Penalty: 1185.654297
	Iteration 78Q: 3 clusters Score -1.853038e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454233 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -18530380.000000 Penalty: 1185.654297
	Iteration 79Q: 3 clusters Score -1.853038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454233 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -18530376.000000 Penalty: 1185.654297
	Iteration 80F: 3 clusters Score -1.853038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454235 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -18530390.000000 Penalty: 1185.654297
	Iteration 81Q: 3 clusters Score -1.853039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454240 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -18530376.000000 Penalty: 1185.654297
	Iteration 82Q: 3 clusters Score -1.853038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454242 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -18530376.000000 Penalty: 1185.654297
	Iteration 83Q: 3 clusters Score -1.853038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454246 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -18530384.000000 Penalty: 1185.654297
	Iteration 84Q: 3 clusters Score -1.853038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454250 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -18530392.000000 Penalty: 1185.654297
	Iteration 85Q: 3 clusters Score -1.853039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454253 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -18530398.000000 Penalty: 1185.654297
	Iteration 86Q: 3 clusters Score -1.85304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454259 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -18530388.000000 Penalty: 1185.654297
	Iteration 87Q: 3 clusters Score -1.853039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454265 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -18530386.000000 Penalty: 1185.654297
	Iteration 88Q: 3 clusters Score -1.853039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454270 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -18530378.000000 Penalty: 1185.654297
	Iteration 89Q: 3 clusters Score -1.853038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454274 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -18530388.000000 Penalty: 1185.654297
	Iteration 90Q: 3 clusters Score -1.853039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454281 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -18530378.000000 Penalty: 1185.654297
	Iteration 91Q: 3 clusters Score -1.853038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454285 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -18530382.000000 Penalty: 1185.654297
	Iteration 92Q: 3 clusters Score -1.853038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454284 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -18530380.000000 Penalty: 1185.654297
	Iteration 93Q: 3 clusters Score -1.853038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454286 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -18530390.000000 Penalty: 1185.654297
	Iteration 94Q: 3 clusters Score -1.853039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454287 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -18530388.000000 Penalty: 1185.654297
	Iteration 95Q: 3 clusters Score -1.853039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454286 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -18530376.000000 Penalty: 1185.654297
	Iteration 96Q: 3 clusters Score -1.853038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454285 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -18530374.000000 Penalty: 1185.654297
	Iteration 97Q: 3 clusters Score -1.853037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454285 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -18530378.000000 Penalty: 1185.654297
	Iteration 98Q: 3 clusters Score -1.853038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454286 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -18530384.000000 Penalty: 1185.654297
	Iteration 99Q: 3 clusters Score -1.853038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454287 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -18530388.000000 Penalty: 1185.654297
	Iteration 100F: 3 clusters Score -1.853039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454288 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -18530394.000000 Penalty: 1185.654297
	Iteration 101Q: 3 clusters Score -1.853039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454288 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -18530394.000000 Penalty: 1185.654297
	Iteration 102F: 3 clusters Score -1.853039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 1535 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2430 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 16642 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 5327 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 29120 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 454288 members 
Mstep: Class 17 contains 5679 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 1702 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1126 members 
Mstep: Class 25 contains 12353 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14489 members 
Mstep: Class 29 contains 37355 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1375 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 1472 members 
Mstep: Class 38 contains 1221 members 
Mstep: Class 39 contains 58187 members 
Mstep: Class 40 contains 2070 members 
Mstep: Class 41 contains 1220 members 
Entering Unmasked Estep 
Score: -28297886.000000 Penalty: 25185.738281
Splitting cluster 16 changes total score from -28297110.000000 to -28297886.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 17 (5679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Entering Unmasked Estep 
Score: -234379.812500 Penalty: 393.326141
	Iteration 0F: 2 clusters Score -234379.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -230616.437500 Penalty: 786.652283
	Iteration 0F: 3 clusters Score -230616.4 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -232245.046875 Penalty: 786.652283
	Iteration 1F: 3 clusters Score -232245 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -232488.031250 Penalty: 786.652283
	Iteration 2F: 3 clusters Score -232488 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -232667.890625 Penalty: 786.652283
	Iteration 3F: 3 clusters Score -232667.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -232837.640625 Penalty: 786.652283
	Iteration 4F: 3 clusters Score -232837.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -233037.734375 Penalty: 786.652283
	Iteration 5F: 3 clusters Score -233037.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -233214.718750 Penalty: 786.652283
	Iteration 6F: 3 clusters Score -233214.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -233367.437500 Penalty: 786.652283
	Iteration 7Q: 3 clusters Score -233367.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -233504.843750 Penalty: 786.652283
	Iteration 8Q: 3 clusters Score -233504.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -233632.796875 Penalty: 786.652283
	Iteration 9Q: 3 clusters Score -233632.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -233755.000000 Penalty: 786.652283
	Iteration 10Q: 3 clusters Score -233755 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -233886.656250 Penalty: 786.652283
	Iteration 11Q: 3 clusters Score -233886.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -233980.859375 Penalty: 786.652283
	Iteration 12Q: 3 clusters Score -233980.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -234047.000000 Penalty: 786.652283
	Iteration 13Q: 3 clusters Score -234047 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -234080.218750 Penalty: 786.652283
	Iteration 14Q: 3 clusters Score -234080.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -234100.578125 Penalty: 786.652283
	Iteration 15Q: 3 clusters Score -234100.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -234112.734375 Penalty: 786.652283
	Iteration 16Q: 3 clusters Score -234112.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -234120.140625 Penalty: 786.652283
	Iteration 17Q: 3 clusters Score -234120.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -234128.156250 Penalty: 786.652283
	Iteration 18Q: 3 clusters Score -234128.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -234131.109375 Penalty: 786.652283
	Iteration 19Q: 3 clusters Score -234131.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -234134.187500 Penalty: 786.652283
	Iteration 20F: 3 clusters Score -234134.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -234136.171875 Penalty: 786.652283
	Iteration 21Q: 3 clusters Score -234136.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -234140.828125 Penalty: 786.652283
	Iteration 22Q: 3 clusters Score -234140.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -234142.796875 Penalty: 786.652283
	Iteration 23Q: 3 clusters Score -234142.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -234146.171875 Penalty: 786.652283
	Iteration 24Q: 3 clusters Score -234146.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -234149.875000 Penalty: 786.652283
	Iteration 25Q: 3 clusters Score -234149.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -234153.218750 Penalty: 786.652283
	Iteration 26Q: 3 clusters Score -234153.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -234156.359375 Penalty: 786.652283
	Iteration 27Q: 3 clusters Score -234156.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -234158.921875 Penalty: 786.652283
	Iteration 28Q: 3 clusters Score -234158.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -234161.656250 Penalty: 786.652283
	Iteration 29Q: 3 clusters Score -234161.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -234163.343750 Penalty: 786.652283
	Iteration 30Q: 3 clusters Score -234163.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -234165.046875 Penalty: 786.652283
	Iteration 31Q: 3 clusters Score -234165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -234165.640625 Penalty: 786.652283
	Iteration 32Q: 3 clusters Score -234165.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -234166.000000 Penalty: 786.652283
	Iteration 33Q: 3 clusters Score -234166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -234166.515625 Penalty: 786.652283
	Iteration 34Q: 3 clusters Score -234166.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -234166.734375 Penalty: 786.652283
	Iteration 35Q: 3 clusters Score -234166.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -234166.734375 Penalty: 786.652283
	Iteration 36F: 3 clusters Score -234166.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Entering Unmasked Estep 
Score: -269353.125000 Penalty: 402.299072
	Iteration 0F: 2 clusters Score -269353.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -264733.781250 Penalty: 804.598145
	Iteration 0F: 3 clusters Score -264733.8 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -266606.250000 Penalty: 804.598145
	Iteration 1F: 3 clusters Score -266606.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -266838.281250 Penalty: 804.598145
	Iteration 2F: 3 clusters Score -266838.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -267108.218750 Penalty: 804.598145
	Iteration 3F: 3 clusters Score -267108.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -267439.687500 Penalty: 804.598145
	Iteration 4F: 3 clusters Score -267439.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -267774.000000 Penalty: 804.598145
	Iteration 5F: 3 clusters Score -267774 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -268109.312500 Penalty: 804.598145
	Iteration 6F: 3 clusters Score -268109.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -268368.687500 Penalty: 804.598145
	Iteration 7F: 3 clusters Score -268368.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -268558.500000 Penalty: 804.598145
	Iteration 8Q: 3 clusters Score -268558.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -268682.781250 Penalty: 804.598145
	Iteration 9Q: 3 clusters Score -268682.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -268755.500000 Penalty: 804.598145
	Iteration 10Q: 3 clusters Score -268755.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -268795.312500 Penalty: 804.598145
	Iteration 11Q: 3 clusters Score -268795.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -268817.031250 Penalty: 804.598145
	Iteration 12Q: 3 clusters Score -268817 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -268827.218750 Penalty: 804.598145
	Iteration 13Q: 3 clusters Score -268827.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -268833.906250 Penalty: 804.598145
	Iteration 14Q: 3 clusters Score -268833.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -268840.437500 Penalty: 804.598145
	Iteration 15Q: 3 clusters Score -268840.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -268845.968750 Penalty: 804.598145
	Iteration 16Q: 3 clusters Score -268846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -268850.437500 Penalty: 804.598145
	Iteration 17Q: 3 clusters Score -268850.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -268856.250000 Penalty: 804.598145
	Iteration 18Q: 3 clusters Score -268856.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -268863.718750 Penalty: 804.598145
	Iteration 19Q: 3 clusters Score -268863.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -268872.000000 Penalty: 804.598145
	Iteration 20F: 3 clusters Score -268872 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -268881.812500 Penalty: 804.598145
	Iteration 21Q: 3 clusters Score -268881.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -268891.906250 Penalty: 804.598145
	Iteration 22Q: 3 clusters Score -268891.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -268908.312500 Penalty: 804.598145
	Iteration 23Q: 3 clusters Score -268908.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -268925.187500 Penalty: 804.598145
	Iteration 24Q: 3 clusters Score -268925.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -268938.406250 Penalty: 804.598145
	Iteration 25Q: 3 clusters Score -268938.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -268948.500000 Penalty: 804.598145
	Iteration 26Q: 3 clusters Score -268948.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -268961.000000 Penalty: 804.598145
	Iteration 27Q: 3 clusters Score -268961 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -268970.656250 Penalty: 804.598145
	Iteration 28Q: 3 clusters Score -268970.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -268979.593750 Penalty: 804.598145
	Iteration 29Q: 3 clusters Score -268979.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -268987.781250 Penalty: 804.598145
	Iteration 30Q: 3 clusters Score -268987.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -268998.468750 Penalty: 804.598145
	Iteration 31Q: 3 clusters Score -268998.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -269007.000000 Penalty: 804.598145
	Iteration 32Q: 3 clusters Score -269007 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -269011.562500 Penalty: 804.598145
	Iteration 33Q: 3 clusters Score -269011.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -269016.843750 Penalty: 804.598145
	Iteration 34Q: 3 clusters Score -269016.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -269024.437500 Penalty: 804.598145
	Iteration 35Q: 3 clusters Score -269024.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -269035.312500 Penalty: 804.598145
	Iteration 36Q: 3 clusters Score -269035.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -269043.000000 Penalty: 804.598145
	Iteration 37Q: 3 clusters Score -269043 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -269049.562500 Penalty: 804.598145
	Iteration 38Q: 3 clusters Score -269049.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -269055.906250 Penalty: 804.598145
	Iteration 39Q: 3 clusters Score -269055.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -269061.468750 Penalty: 804.598145
	Iteration 40F: 3 clusters Score -269061.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -269071.468750 Penalty: 804.598145
	Iteration 41Q: 3 clusters Score -269071.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -269084.062500 Penalty: 804.598145
	Iteration 42Q: 3 clusters Score -269084.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -269097.843750 Penalty: 804.598145
	Iteration 43Q: 3 clusters Score -269097.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -269124.062500 Penalty: 804.598145
	Iteration 44Q: 3 clusters Score -269124.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -269157.343750 Penalty: 804.598145
	Iteration 45Q: 3 clusters Score -269157.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -269182.250000 Penalty: 804.598145
	Iteration 46Q: 3 clusters Score -269182.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -269199.625000 Penalty: 804.598145
	Iteration 47Q: 3 clusters Score -269199.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -269211.906250 Penalty: 804.598145
	Iteration 48Q: 3 clusters Score -269211.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -269220.406250 Penalty: 804.598145
	Iteration 49Q: 3 clusters Score -269220.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -269230.000000 Penalty: 804.598145
	Iteration 50Q: 3 clusters Score -269230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -269239.718750 Penalty: 804.598145
	Iteration 51Q: 3 clusters Score -269239.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -269245.750000 Penalty: 804.598145
	Iteration 52Q: 3 clusters Score -269245.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -269251.593750 Penalty: 804.598145
	Iteration 53Q: 3 clusters Score -269251.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -269254.187500 Penalty: 804.598145
	Iteration 54Q: 3 clusters Score -269254.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -269257.156250 Penalty: 804.598145
	Iteration 55Q: 3 clusters Score -269257.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -269261.968750 Penalty: 804.598145
	Iteration 56Q: 3 clusters Score -269262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -269264.031250 Penalty: 804.598145
	Iteration 57Q: 3 clusters Score -269264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -269263.906250 Penalty: 804.598145
	Iteration 58Q: 3 clusters Score -269263.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -269264.250000 Penalty: 804.598145
	Iteration 59Q: 3 clusters Score -269264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -269264.531250 Penalty: 804.598145
	Iteration 60F: 3 clusters Score -269264.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -64281.847656 Penalty: 343.746063
	Iteration 0F: 2 clusters Score -64281.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -62902.402344 Penalty: 687.492126
	Iteration 0F: 3 clusters Score -62902.4 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -63429.347656 Penalty: 687.492126
	Iteration 1F: 3 clusters Score -63429.35 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -63510.882812 Penalty: 687.492126
	Iteration 2F: 3 clusters Score -63510.88 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -63581.039062 Penalty: 687.492126
	Iteration 3F: 3 clusters Score -63581.04 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -63646.230469 Penalty: 687.492126
	Iteration 4F: 3 clusters Score -63646.23 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -63711.500000 Penalty: 687.492126
	Iteration 5F: 3 clusters Score -63711.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -63783.617188 Penalty: 687.492126
	Iteration 6Q: 3 clusters Score -63783.62 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -63835.484375 Penalty: 687.492126
	Iteration 7Q: 3 clusters Score -63835.48 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -63876.863281 Penalty: 687.492126
	Iteration 8Q: 3 clusters Score -63876.86 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -63916.765625 Penalty: 687.492126
	Iteration 9Q: 3 clusters Score -63916.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -63936.886719 Penalty: 687.492126
	Iteration 10Q: 3 clusters Score -63936.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -63952.082031 Penalty: 687.492126
	Iteration 11Q: 3 clusters Score -63952.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -63963.500000 Penalty: 687.492126
	Iteration 12Q: 3 clusters Score -63963.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -63976.988281 Penalty: 687.492126
	Iteration 13Q: 3 clusters Score -63976.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -63989.957031 Penalty: 687.492126
	Iteration 14Q: 3 clusters Score -63989.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -64004.007812 Penalty: 687.492126
	Iteration 15Q: 3 clusters Score -64004.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -64018.785156 Penalty: 687.492126
	Iteration 16Q: 3 clusters Score -64018.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -64031.757812 Penalty: 687.492126
	Iteration 17Q: 3 clusters Score -64031.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -64043.214844 Penalty: 687.492126
	Iteration 18Q: 3 clusters Score -64043.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -64053.519531 Penalty: 687.492126
	Iteration 19Q: 3 clusters Score -64053.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -64059.464844 Penalty: 687.492126
	Iteration 20F: 3 clusters Score -64059.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -64065.929688 Penalty: 687.492126
	Iteration 21Q: 3 clusters Score -64065.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -64068.296875 Penalty: 687.492126
	Iteration 22Q: 3 clusters Score -64068.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -64070.484375 Penalty: 687.492126
	Iteration 23Q: 3 clusters Score -64070.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -64071.289062 Penalty: 687.492126
	Iteration 24Q: 3 clusters Score -64071.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -64071.386719 Penalty: 687.492126
	Iteration 25Q: 3 clusters Score -64071.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -64071.394531 Penalty: 687.492126
	Iteration 26Q: 3 clusters Score -64071.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -64071.582031 Penalty: 687.492126
	Iteration 27Q: 3 clusters Score -64071.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -64071.582031 Penalty: 687.492126
	Iteration 28F: 3 clusters Score -64071.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -32114.578125 Penalty: 307.756775
	Iteration 0F: 2 clusters Score -32114.58 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 437 members 
Entering Unmasked Estep 
Score: -31411.294922 Penalty: 615.513550
	Iteration 0F: 3 clusters Score -31411.29 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -31626.564453 Penalty: 615.513550
	Iteration 1F: 3 clusters Score -31626.56 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -31670.988281 Penalty: 615.513550
	Iteration 2F: 3 clusters Score -31670.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -31696.560547 Penalty: 615.513550
	Iteration 3Q: 3 clusters Score -31696.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -31709.417969 Penalty: 615.513550
	Iteration 4Q: 3 clusters Score -31709.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -31723.078125 Penalty: 615.513550
	Iteration 5Q: 3 clusters Score -31723.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -31739.177734 Penalty: 615.513550
	Iteration 6Q: 3 clusters Score -31739.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -31747.507812 Penalty: 615.513550
	Iteration 7Q: 3 clusters Score -31747.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -31759.248047 Penalty: 615.513550
	Iteration 8Q: 3 clusters Score -31759.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -31779.699219 Penalty: 615.513550
	Iteration 9Q: 3 clusters Score -31779.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -31800.642578 Penalty: 615.513550
	Iteration 10Q: 3 clusters Score -31800.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -31824.466797 Penalty: 615.513550
	Iteration 11Q: 3 clusters Score -31824.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -31852.927734 Penalty: 615.513550
	Iteration 12Q: 3 clusters Score -31852.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -31880.419922 Penalty: 615.513550
	Iteration 13Q: 3 clusters Score -31880.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -31909.554688 Penalty: 615.513550
	Iteration 14Q: 3 clusters Score -31909.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -31935.382812 Penalty: 615.513550
	Iteration 15Q: 3 clusters Score -31935.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -31952.441406 Penalty: 615.513550
	Iteration 16Q: 3 clusters Score -31952.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -31968.386719 Penalty: 615.513550
	Iteration 17Q: 3 clusters Score -31968.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -31980.154297 Penalty: 615.513550
	Iteration 18Q: 3 clusters Score -31980.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -31993.263672 Penalty: 615.513550
	Iteration 19Q: 3 clusters Score -31993.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -32004.791016 Penalty: 615.513550
	Iteration 20F: 3 clusters Score -32004.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -32011.216797 Penalty: 615.513550
	Iteration 21Q: 3 clusters Score -32011.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -32014.996094 Penalty: 615.513550
	Iteration 22Q: 3 clusters Score -32015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -32018.863281 Penalty: 615.513550
	Iteration 23Q: 3 clusters Score -32018.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -32021.021484 Penalty: 615.513550
	Iteration 24Q: 3 clusters Score -32021.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -32021.972656 Penalty: 615.513550
	Iteration 25Q: 3 clusters Score -32021.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -32021.972656 Penalty: 615.513550
	Iteration 26F: 3 clusters Score -32021.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Entering Unmasked Estep 
Score: -236347.546875 Penalty: 394.183289
	Iteration 0F: 2 clusters Score -236347.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -232442.906250 Penalty: 788.366577
	Iteration 0F: 3 clusters Score -232442.9 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -233990.953125 Penalty: 788.366577
	Iteration 1F: 3 clusters Score -233991 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -234178.312500 Penalty: 788.366577
	Iteration 2F: 3 clusters Score -234178.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -234362.046875 Penalty: 788.366577
	Iteration 3F: 3 clusters Score -234362 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -234582.062500 Penalty: 788.366577
	Iteration 4F: 3 clusters Score -234582.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -234780.500000 Penalty: 788.366577
	Iteration 5F: 3 clusters Score -234780.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -234967.343750 Penalty: 788.366577
	Iteration 6F: 3 clusters Score -234967.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -235123.500000 Penalty: 788.366577
	Iteration 7Q: 3 clusters Score -235123.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -235257.171875 Penalty: 788.366577
	Iteration 8Q: 3 clusters Score -235257.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -235366.656250 Penalty: 788.366577
	Iteration 9Q: 3 clusters Score -235366.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -235461.156250 Penalty: 788.366577
	Iteration 10Q: 3 clusters Score -235461.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -235528.406250 Penalty: 788.366577
	Iteration 11Q: 3 clusters Score -235528.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -235570.843750 Penalty: 788.366577
	Iteration 12Q: 3 clusters Score -235570.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -235604.421875 Penalty: 788.366577
	Iteration 13Q: 3 clusters Score -235604.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -235649.468750 Penalty: 788.366577
	Iteration 14Q: 3 clusters Score -235649.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -235702.281250 Penalty: 788.366577
	Iteration 15Q: 3 clusters Score -235702.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -235757.687500 Penalty: 788.366577
	Iteration 16Q: 3 clusters Score -235757.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -235822.015625 Penalty: 788.366577
	Iteration 17Q: 3 clusters Score -235822 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -235876.546875 Penalty: 788.366577
	Iteration 18Q: 3 clusters Score -235876.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -235919.093750 Penalty: 788.366577
	Iteration 19Q: 3 clusters Score -235919.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -235957.515625 Penalty: 788.366577
	Iteration 20F: 3 clusters Score -235957.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -235994.750000 Penalty: 788.366577
	Iteration 21Q: 3 clusters Score -235994.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -236036.843750 Penalty: 788.366577
	Iteration 22Q: 3 clusters Score -236036.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -236074.953125 Penalty: 788.366577
	Iteration 23Q: 3 clusters Score -236075 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -236101.375000 Penalty: 788.366577
	Iteration 24Q: 3 clusters Score -236101.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -236125.500000 Penalty: 788.366577
	Iteration 25Q: 3 clusters Score -236125.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -236157.828125 Penalty: 788.366577
	Iteration 26Q: 3 clusters Score -236157.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -236192.421875 Penalty: 788.366577
	Iteration 27Q: 3 clusters Score -236192.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -236230.140625 Penalty: 788.366577
	Iteration 28Q: 3 clusters Score -236230.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -236262.765625 Penalty: 788.366577
	Iteration 29Q: 3 clusters Score -236262.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -236287.171875 Penalty: 788.366577
	Iteration 30Q: 3 clusters Score -236287.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -236300.703125 Penalty: 788.366577
	Iteration 31Q: 3 clusters Score -236300.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -236309.343750 Penalty: 788.366577
	Iteration 32Q: 3 clusters Score -236309.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -236313.625000 Penalty: 788.366577
	Iteration 33Q: 3 clusters Score -236313.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -236315.484375 Penalty: 788.366577
	Iteration 34Q: 3 clusters Score -236315.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -236317.468750 Penalty: 788.366577
	Iteration 35Q: 3 clusters Score -236317.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -236320.281250 Penalty: 788.366577
	Iteration 36Q: 3 clusters Score -236320.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -236322.031250 Penalty: 788.366577
	Iteration 37Q: 3 clusters Score -236322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -236322.171875 Penalty: 788.366577
	Iteration 38Q: 3 clusters Score -236322.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -236323.015625 Penalty: 788.366577
	Iteration 39Q: 3 clusters Score -236323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -236323.015625 Penalty: 788.366577
	Iteration 40F: 3 clusters Score -236323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Entering Unmasked Estep 
Score: -65733.312500 Penalty: 338.499969
	Iteration 0F: 2 clusters Score -65733.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -64540.542969 Penalty: 676.999939
	Iteration 0F: 3 clusters Score -64540.54 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -65127.144531 Penalty: 676.999939
	Iteration 1F: 3 clusters Score -65127.14 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -65323.207031 Penalty: 676.999939
	Iteration 2F: 3 clusters Score -65323.21 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -65457.957031 Penalty: 676.999939
	Iteration 3F: 3 clusters Score -65457.96 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65545.078125 Penalty: 676.999939
	Iteration 4F: 3 clusters Score -65545.08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -65586.406250 Penalty: 676.999939
	Iteration 5Q: 3 clusters Score -65586.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65598.664062 Penalty: 676.999939
	Iteration 6Q: 3 clusters Score -65598.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65608.718750 Penalty: 676.999939
	Iteration 7Q: 3 clusters Score -65608.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65616.593750 Penalty: 676.999939
	Iteration 8Q: 3 clusters Score -65616.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -65620.390625 Penalty: 676.999939
	Iteration 9Q: 3 clusters Score -65620.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65621.484375 Penalty: 676.999939
	Iteration 10Q: 3 clusters Score -65621.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -65621.695312 Penalty: 676.999939
	Iteration 11Q: 3 clusters Score -65621.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -65621.695312 Penalty: 676.999939
	Iteration 12F: 3 clusters Score -65621.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Entering Unmasked Estep 
Score: -232334.343750 Penalty: 395.217163
	Iteration 0F: 2 clusters Score -232334.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -228383.156250 Penalty: 790.434326
	Iteration 0F: 3 clusters Score -228383.2 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -230021.421875 Penalty: 790.434326
	Iteration 1F: 3 clusters Score -230021.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -230290.156250 Penalty: 790.434326
	Iteration 2F: 3 clusters Score -230290.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -230546.109375 Penalty: 790.434326
	Iteration 3F: 3 clusters Score -230546.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -230764.296875 Penalty: 790.434326
	Iteration 4F: 3 clusters Score -230764.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -230955.343750 Penalty: 790.434326
	Iteration 5F: 3 clusters Score -230955.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -231146.906250 Penalty: 790.434326
	Iteration 6F: 3 clusters Score -231146.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -231278.187500 Penalty: 790.434326
	Iteration 7Q: 3 clusters Score -231278.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -231378.390625 Penalty: 790.434326
	Iteration 8Q: 3 clusters Score -231378.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -231449.031250 Penalty: 790.434326
	Iteration 9Q: 3 clusters Score -231449 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -231482.859375 Penalty: 790.434326
	Iteration 10Q: 3 clusters Score -231482.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -231500.609375 Penalty: 790.434326
	Iteration 11Q: 3 clusters Score -231500.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -231512.437500 Penalty: 790.434326
	Iteration 12Q: 3 clusters Score -231512.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -231524.328125 Penalty: 790.434326
	Iteration 13Q: 3 clusters Score -231524.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -231535.671875 Penalty: 790.434326
	Iteration 14Q: 3 clusters Score -231535.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -231545.687500 Penalty: 790.434326
	Iteration 15Q: 3 clusters Score -231545.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -231554.437500 Penalty: 790.434326
	Iteration 16Q: 3 clusters Score -231554.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -231562.984375 Penalty: 790.434326
	Iteration 17Q: 3 clusters Score -231563 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -231571.750000 Penalty: 790.434326
	Iteration 18Q: 3 clusters Score -231571.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -231579.109375 Penalty: 790.434326
	Iteration 19Q: 3 clusters Score -231579.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -231586.781250 Penalty: 790.434326
	Iteration 20F: 3 clusters Score -231586.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -231594.171875 Penalty: 790.434326
	Iteration 21Q: 3 clusters Score -231594.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -231607.812500 Penalty: 790.434326
	Iteration 22Q: 3 clusters Score -231607.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -231622.468750 Penalty: 790.434326
	Iteration 23Q: 3 clusters Score -231622.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -231636.125000 Penalty: 790.434326
	Iteration 24Q: 3 clusters Score -231636.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -231652.515625 Penalty: 790.434326
	Iteration 25Q: 3 clusters Score -231652.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -231671.671875 Penalty: 790.434326
	Iteration 26Q: 3 clusters Score -231671.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -231692.890625 Penalty: 790.434326
	Iteration 27Q: 3 clusters Score -231692.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -231720.328125 Penalty: 790.434326
	Iteration 28Q: 3 clusters Score -231720.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -231747.328125 Penalty: 790.434326
	Iteration 29Q: 3 clusters Score -231747.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -231777.734375 Penalty: 790.434326
	Iteration 30Q: 3 clusters Score -231777.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -231806.265625 Penalty: 790.434326
	Iteration 31Q: 3 clusters Score -231806.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -231842.187500 Penalty: 790.434326
	Iteration 32Q: 3 clusters Score -231842.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -231876.343750 Penalty: 790.434326
	Iteration 33Q: 3 clusters Score -231876.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -231907.296875 Penalty: 790.434326
	Iteration 34Q: 3 clusters Score -231907.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -231937.937500 Penalty: 790.434326
	Iteration 35Q: 3 clusters Score -231937.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -231965.703125 Penalty: 790.434326
	Iteration 36Q: 3 clusters Score -231965.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -231994.562500 Penalty: 790.434326
	Iteration 37Q: 3 clusters Score -231994.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -232011.828125 Penalty: 790.434326
	Iteration 38Q: 3 clusters Score -232011.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -232027.453125 Penalty: 790.434326
	Iteration 39Q: 3 clusters Score -232027.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -232040.718750 Penalty: 790.434326
	Iteration 40F: 3 clusters Score -232040.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -232048.937500 Penalty: 790.434326
	Iteration 41Q: 3 clusters Score -232048.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -232054.953125 Penalty: 790.434326
	Iteration 42Q: 3 clusters Score -232055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -232058.406250 Penalty: 790.434326
	Iteration 43Q: 3 clusters Score -232058.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -232062.078125 Penalty: 790.434326
	Iteration 44Q: 3 clusters Score -232062.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -232064.890625 Penalty: 790.434326
	Iteration 45Q: 3 clusters Score -232064.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -232066.890625 Penalty: 790.434326
	Iteration 46Q: 3 clusters Score -232066.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -232068.453125 Penalty: 790.434326
	Iteration 47Q: 3 clusters Score -232068.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -232068.671875 Penalty: 790.434326
	Iteration 48Q: 3 clusters Score -232068.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -232069.062500 Penalty: 790.434326
	Iteration 49Q: 3 clusters Score -232069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -232069.046875 Penalty: 790.434326
	Iteration 50Q: 3 clusters Score -232069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -232069.453125 Penalty: 790.434326
	Iteration 51Q: 3 clusters Score -232069.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -232069.421875 Penalty: 790.434326
	Iteration 52Q: 3 clusters Score -232069.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -232069.421875 Penalty: 790.434326
	Iteration 53F: 3 clusters Score -232069.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -43263.578125 Penalty: 319.702423
	Iteration 0F: 2 clusters Score -43263.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -42406.367188 Penalty: 639.404846
	Iteration 0F: 3 clusters Score -42406.37 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -42711.882812 Penalty: 639.404846
	Iteration 1F: 3 clusters Score -42711.88 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -42797.125000 Penalty: 639.404846
	Iteration 2F: 3 clusters Score -42797.12 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -42851.964844 Penalty: 639.404846
	Iteration 3F: 3 clusters Score -42851.96 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -42887.292969 Penalty: 639.404846
	Iteration 4Q: 3 clusters Score -42887.29 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -42922.273438 Penalty: 639.404846
	Iteration 5Q: 3 clusters Score -42922.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -42943.453125 Penalty: 639.404846
	Iteration 6Q: 3 clusters Score -42943.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -42967.429688 Penalty: 639.404846
	Iteration 7Q: 3 clusters Score -42967.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -42995.808594 Penalty: 639.404846
	Iteration 8Q: 3 clusters Score -42995.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -43012.074219 Penalty: 639.404846
	Iteration 9Q: 3 clusters Score -43012.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -43028.078125 Penalty: 639.404846
	Iteration 10Q: 3 clusters Score -43028.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -43041.941406 Penalty: 639.404846
	Iteration 11Q: 3 clusters Score -43041.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -43055.390625 Penalty: 639.404846
	Iteration 12Q: 3 clusters Score -43055.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -43063.753906 Penalty: 639.404846
	Iteration 13Q: 3 clusters Score -43063.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -43070.906250 Penalty: 639.404846
	Iteration 14Q: 3 clusters Score -43070.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -43078.191406 Penalty: 639.404846
	Iteration 15Q: 3 clusters Score -43078.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -43081.980469 Penalty: 639.404846
	Iteration 16Q: 3 clusters Score -43081.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -43085.300781 Penalty: 639.404846
	Iteration 17Q: 3 clusters Score -43085.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -43091.164062 Penalty: 639.404846
	Iteration 18Q: 3 clusters Score -43091.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -43094.890625 Penalty: 639.404846
	Iteration 19Q: 3 clusters Score -43094.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -43095.601562 Penalty: 639.404846
	Iteration 20F: 3 clusters Score -43095.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Entering Unmasked Estep 
Score: -482013.031250 Penalty: 428.685242
	Iteration 0F: 2 clusters Score -482013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -473798.500000 Penalty: 857.370483
	Iteration 0F: 3 clusters Score -473798.5 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -477213.062500 Penalty: 857.370483
	Iteration 1F: 3 clusters Score -477213.1 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -477591.312500 Penalty: 857.370483
	Iteration 2F: 3 clusters Score -477591.3 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -477998.750000 Penalty: 857.370483
	Iteration 3F: 3 clusters Score -477998.8 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -478400.968750 Penalty: 857.370483
	Iteration 4F: 3 clusters Score -478401 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -478884.375000 Penalty: 857.370483
	Iteration 5F: 3 clusters Score -478884.4 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -479510.875000 Penalty: 857.370483
	Iteration 6F: 3 clusters Score -479510.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -480143.937500 Penalty: 857.370483
	Iteration 7F: 3 clusters Score -480143.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -480570.062500 Penalty: 857.370483
	Iteration 8Q: 3 clusters Score -480570.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -480782.500000 Penalty: 857.370483
	Iteration 9Q: 3 clusters Score -480782.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -480895.625000 Penalty: 857.370483
	Iteration 10Q: 3 clusters Score -480895.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -480962.500000 Penalty: 857.370483
	Iteration 11Q: 3 clusters Score -480962.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -481018.250000 Penalty: 857.370483
	Iteration 12Q: 3 clusters Score -481018.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -481072.156250 Penalty: 857.370483
	Iteration 13Q: 3 clusters Score -481072.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -481127.062500 Penalty: 857.370483
	Iteration 14Q: 3 clusters Score -481127.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -481194.750000 Penalty: 857.370483
	Iteration 15Q: 3 clusters Score -481194.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -481268.156250 Penalty: 857.370483
	Iteration 16Q: 3 clusters Score -481268.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -481319.312500 Penalty: 857.370483
	Iteration 17Q: 3 clusters Score -481319.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -481367.906250 Penalty: 857.370483
	Iteration 18Q: 3 clusters Score -481367.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -481414.593750 Penalty: 857.370483
	Iteration 19Q: 3 clusters Score -481414.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -481462.718750 Penalty: 857.370483
	Iteration 20F: 3 clusters Score -481462.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -481499.250000 Penalty: 857.370483
	Iteration 21Q: 3 clusters Score -481499.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -481534.593750 Penalty: 857.370483
	Iteration 22Q: 3 clusters Score -481534.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -481563.156250 Penalty: 857.370483
	Iteration 23Q: 3 clusters Score -481563.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -481584.812500 Penalty: 857.370483
	Iteration 24Q: 3 clusters Score -481584.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -481602.000000 Penalty: 857.370483
	Iteration 25Q: 3 clusters Score -481602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -481610.468750 Penalty: 857.370483
	Iteration 26Q: 3 clusters Score -481610.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -481619.500000 Penalty: 857.370483
	Iteration 27Q: 3 clusters Score -481619.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -481625.781250 Penalty: 857.370483
	Iteration 28Q: 3 clusters Score -481625.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -481638.500000 Penalty: 857.370483
	Iteration 29Q: 3 clusters Score -481638.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -481649.625000 Penalty: 857.370483
	Iteration 30Q: 3 clusters Score -481649.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -481656.812500 Penalty: 857.370483
	Iteration 31Q: 3 clusters Score -481656.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -481659.562500 Penalty: 857.370483
	Iteration 32Q: 3 clusters Score -481659.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -481663.250000 Penalty: 857.370483
	Iteration 33Q: 3 clusters Score -481663.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -481664.843750 Penalty: 857.370483
	Iteration 34Q: 3 clusters Score -481664.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -481666.968750 Penalty: 857.370483
	Iteration 35Q: 3 clusters Score -481667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -481670.375000 Penalty: 857.370483
	Iteration 36Q: 3 clusters Score -481670.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -481671.406250 Penalty: 857.370483
	Iteration 37Q: 3 clusters Score -481671.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -481673.312500 Penalty: 857.370483
	Iteration 38Q: 3 clusters Score -481673.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -481673.656250 Penalty: 857.370483
	Iteration 39Q: 3 clusters Score -481673.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -481674.687500 Penalty: 857.370483
	Iteration 40F: 3 clusters Score -481674.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -481674.843750 Penalty: 857.370483
	Iteration 41Q: 3 clusters Score -481674.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -481675.812500 Penalty: 857.370483
	Iteration 42Q: 3 clusters Score -481675.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -481678.281250 Penalty: 857.370483
	Iteration 43Q: 3 clusters Score -481678.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -481680.250000 Penalty: 857.370483
	Iteration 44Q: 3 clusters Score -481680.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -481681.843750 Penalty: 857.370483
	Iteration 45Q: 3 clusters Score -481681.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -481681.937500 Penalty: 857.370483
	Iteration 46Q: 3 clusters Score -481681.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -481682.468750 Penalty: 857.370483
	Iteration 47Q: 3 clusters Score -481682.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -481682.468750 Penalty: 857.370483
	Iteration 48F: 3 clusters Score -481682.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -60447.175781 Penalty: 336.309387
	Iteration 0F: 2 clusters Score -60447.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -59237.796875 Penalty: 672.618774
	Iteration 0F: 3 clusters Score -59237.8 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -59672.617188 Penalty: 672.618774
	Iteration 1F: 3 clusters Score -59672.62 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -59744.250000 Penalty: 672.618774
	Iteration 2F: 3 clusters Score -59744.25 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -59779.011719 Penalty: 672.618774
	Iteration 3Q: 3 clusters Score -59779.01 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -59808.441406 Penalty: 672.618774
	Iteration 4Q: 3 clusters Score -59808.44 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -59835.078125 Penalty: 672.618774
	Iteration 5Q: 3 clusters Score -59835.08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -59859.992188 Penalty: 672.618774
	Iteration 6Q: 3 clusters Score -59859.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -59881.859375 Penalty: 672.618774
	Iteration 7Q: 3 clusters Score -59881.86 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -59914.542969 Penalty: 672.618774
	Iteration 8Q: 3 clusters Score -59914.54 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -59944.164062 Penalty: 672.618774
	Iteration 9Q: 3 clusters Score -59944.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -59968.652344 Penalty: 672.618774
	Iteration 10Q: 3 clusters Score -59968.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -59990.828125 Penalty: 672.618774
	Iteration 11Q: 3 clusters Score -59990.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -60004.234375 Penalty: 672.618774
	Iteration 12Q: 3 clusters Score -60004.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -60025.863281 Penalty: 672.618774
	Iteration 13Q: 3 clusters Score -60025.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -60040.031250 Penalty: 672.618774
	Iteration 14Q: 3 clusters Score -60040.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -60056.648438 Penalty: 672.618774
	Iteration 15Q: 3 clusters Score -60056.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -60070.156250 Penalty: 672.618774
	Iteration 16Q: 3 clusters Score -60070.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -60085.687500 Penalty: 672.618774
	Iteration 17Q: 3 clusters Score -60085.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -60093.718750 Penalty: 672.618774
	Iteration 18Q: 3 clusters Score -60093.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -60101.066406 Penalty: 672.618774
	Iteration 19Q: 3 clusters Score -60101.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -60108.390625 Penalty: 672.618774
	Iteration 20F: 3 clusters Score -60108.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -60114.652344 Penalty: 672.618774
	Iteration 21Q: 3 clusters Score -60114.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -60119.613281 Penalty: 672.618774
	Iteration 22Q: 3 clusters Score -60119.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -60121.964844 Penalty: 672.618774
	Iteration 23Q: 3 clusters Score -60121.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -60122.777344 Penalty: 672.618774
	Iteration 24Q: 3 clusters Score -60122.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -60123.695312 Penalty: 672.618774
	Iteration 25Q: 3 clusters Score -60123.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -60124.285156 Penalty: 672.618774
	Iteration 26Q: 3 clusters Score -60124.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -60124.734375 Penalty: 672.618774
	Iteration 27Q: 3 clusters Score -60124.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -60124.886719 Penalty: 672.618774
	Iteration 28Q: 3 clusters Score -60124.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -60125.398438 Penalty: 672.618774
	Iteration 29Q: 3 clusters Score -60125.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -60126.371094 Penalty: 672.618774
	Iteration 30Q: 3 clusters Score -60126.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -60126.632812 Penalty: 672.618774
	Iteration 31Q: 3 clusters Score -60126.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -60126.824219 Penalty: 672.618774
	Iteration 32Q: 3 clusters Score -60126.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -60126.824219 Penalty: 672.618774
	Iteration 33F: 3 clusters Score -60126.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -64026.824219 Penalty: 336.811554
	Iteration 0F: 2 clusters Score -64026.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -62848.460938 Penalty: 673.623108
	Iteration 0F: 3 clusters Score -62848.46 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -63270.523438 Penalty: 673.623108
	Iteration 1F: 3 clusters Score -63270.52 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -63353.402344 Penalty: 673.623108
	Iteration 2F: 3 clusters Score -63353.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -63414.476562 Penalty: 673.623108
	Iteration 3F: 3 clusters Score -63414.48 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -63465.890625 Penalty: 673.623108
	Iteration 4Q: 3 clusters Score -63465.89 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -63501.867188 Penalty: 673.623108
	Iteration 5Q: 3 clusters Score -63501.87 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -63532.218750 Penalty: 673.623108
	Iteration 6Q: 3 clusters Score -63532.22 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -63563.488281 Penalty: 673.623108
	Iteration 7Q: 3 clusters Score -63563.49 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -63587.121094 Penalty: 673.623108
	Iteration 8Q: 3 clusters Score -63587.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -63594.078125 Penalty: 673.623108
	Iteration 9Q: 3 clusters Score -63594.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -63601.882812 Penalty: 673.623108
	Iteration 10Q: 3 clusters Score -63601.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -63606.500000 Penalty: 673.623108
	Iteration 11Q: 3 clusters Score -63606.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -63611.144531 Penalty: 673.623108
	Iteration 12Q: 3 clusters Score -63611.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -63614.164062 Penalty: 673.623108
	Iteration 13Q: 3 clusters Score -63614.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -63615.285156 Penalty: 673.623108
	Iteration 14Q: 3 clusters Score -63615.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -63616.359375 Penalty: 673.623108
	Iteration 15Q: 3 clusters Score -63616.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -63618.769531 Penalty: 673.623108
	Iteration 16Q: 3 clusters Score -63618.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -63621.085938 Penalty: 673.623108
	Iteration 17Q: 3 clusters Score -63621.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -63625.906250 Penalty: 673.623108
	Iteration 18Q: 3 clusters Score -63625.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -63630.890625 Penalty: 673.623108
	Iteration 19Q: 3 clusters Score -63630.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -63633.175781 Penalty: 673.623108
	Iteration 20F: 3 clusters Score -63633.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -63634.472656 Penalty: 673.623108
	Iteration 21Q: 3 clusters Score -63634.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -63634.820312 Penalty: 673.623108
	Iteration 22Q: 3 clusters Score -63634.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -63636.058594 Penalty: 673.623108
	Iteration 23Q: 3 clusters Score -63636.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -63637.414062 Penalty: 673.623108
	Iteration 24Q: 3 clusters Score -63637.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -63639.007812 Penalty: 673.623108
	Iteration 25Q: 3 clusters Score -63639.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -63640.687500 Penalty: 673.623108
	Iteration 26Q: 3 clusters Score -63640.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -63642.285156 Penalty: 673.623108
	Iteration 27Q: 3 clusters Score -63642.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -63642.800781 Penalty: 673.623108
	Iteration 28Q: 3 clusters Score -63642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -63643.003906 Penalty: 673.623108
	Iteration 29Q: 3 clusters Score -63643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -63643.003906 Penalty: 673.623108
	Iteration 30F: 3 clusters Score -63643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Entering Unmasked Estep 
Score: -568850.062500 Penalty: 435.942108
	Iteration 0F: 2 clusters Score -568850.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -559160.500000 Penalty: 871.884216
	Iteration 0F: 3 clusters Score -559160.5 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -563375.062500 Penalty: 871.884216
	Iteration 1F: 3 clusters Score -563375.1 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -563823.000000 Penalty: 871.884216
	Iteration 2F: 3 clusters Score -563823 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -564378.312500 Penalty: 871.884216
	Iteration 3F: 3 clusters Score -564378.3 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -565019.437500 Penalty: 871.884216
	Iteration 4F: 3 clusters Score -565019.4 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -565653.250000 Penalty: 871.884216
	Iteration 5F: 3 clusters Score -565653.2 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -566155.500000 Penalty: 871.884216
	Iteration 6F: 3 clusters Score -566155.5 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -566464.562500 Penalty: 871.884216
	Iteration 7Q: 3 clusters Score -566464.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -566597.375000 Penalty: 871.884216
	Iteration 8Q: 3 clusters Score -566597.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -566653.687500 Penalty: 871.884216
	Iteration 9Q: 3 clusters Score -566653.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -566686.875000 Penalty: 871.884216
	Iteration 10Q: 3 clusters Score -566686.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -566710.437500 Penalty: 871.884216
	Iteration 11Q: 3 clusters Score -566710.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -566735.250000 Penalty: 871.884216
	Iteration 12Q: 3 clusters Score -566735.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -566763.562500 Penalty: 871.884216
	Iteration 13Q: 3 clusters Score -566763.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -566788.312500 Penalty: 871.884216
	Iteration 14Q: 3 clusters Score -566788.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -566810.812500 Penalty: 871.884216
	Iteration 15Q: 3 clusters Score -566810.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -566835.437500 Penalty: 871.884216
	Iteration 16Q: 3 clusters Score -566835.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -566855.250000 Penalty: 871.884216
	Iteration 17Q: 3 clusters Score -566855.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -566874.562500 Penalty: 871.884216
	Iteration 18Q: 3 clusters Score -566874.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -566892.250000 Penalty: 871.884216
	Iteration 19Q: 3 clusters Score -566892.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -566918.000000 Penalty: 871.884216
	Iteration 20F: 3 clusters Score -566918 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -566937.250000 Penalty: 871.884216
	Iteration 21Q: 3 clusters Score -566937.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -566958.500000 Penalty: 871.884216
	Iteration 22Q: 3 clusters Score -566958.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -566978.562500 Penalty: 871.884216
	Iteration 23Q: 3 clusters Score -566978.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -567002.375000 Penalty: 871.884216
	Iteration 24Q: 3 clusters Score -567002.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -567037.125000 Penalty: 871.884216
	Iteration 25Q: 3 clusters Score -567037.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -567072.937500 Penalty: 871.884216
	Iteration 26Q: 3 clusters Score -567072.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -567123.625000 Penalty: 871.884216
	Iteration 27Q: 3 clusters Score -567123.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -567192.000000 Penalty: 871.884216
	Iteration 28Q: 3 clusters Score -567192 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -567269.187500 Penalty: 871.884216
	Iteration 29Q: 3 clusters Score -567269.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -567357.562500 Penalty: 871.884216
	Iteration 30Q: 3 clusters Score -567357.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -567467.000000 Penalty: 871.884216
	Iteration 31Q: 3 clusters Score -567467 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -567581.187500 Penalty: 871.884216
	Iteration 32Q: 3 clusters Score -567581.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -567694.375000 Penalty: 871.884216
	Iteration 33Q: 3 clusters Score -567694.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -567791.187500 Penalty: 871.884216
	Iteration 34Q: 3 clusters Score -567791.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -567894.250000 Penalty: 871.884216
	Iteration 35Q: 3 clusters Score -567894.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -567989.250000 Penalty: 871.884216
	Iteration 36Q: 3 clusters Score -567989.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -568082.000000 Penalty: 871.884216
	Iteration 37Q: 3 clusters Score -568082 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -568173.375000 Penalty: 871.884216
	Iteration 38Q: 3 clusters Score -568173.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -568251.500000 Penalty: 871.884216
	Iteration 39Q: 3 clusters Score -568251.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -568299.875000 Penalty: 871.884216
	Iteration 40F: 3 clusters Score -568299.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -568345.562500 Penalty: 871.884216
	Iteration 41Q: 3 clusters Score -568345.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -568393.437500 Penalty: 871.884216
	Iteration 42Q: 3 clusters Score -568393.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -568429.562500 Penalty: 871.884216
	Iteration 43Q: 3 clusters Score -568429.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -568466.562500 Penalty: 871.884216
	Iteration 44Q: 3 clusters Score -568466.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -568504.000000 Penalty: 871.884216
	Iteration 45Q: 3 clusters Score -568504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -568528.187500 Penalty: 871.884216
	Iteration 46Q: 3 clusters Score -568528.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -568568.375000 Penalty: 871.884216
	Iteration 47Q: 3 clusters Score -568568.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -568597.437500 Penalty: 871.884216
	Iteration 48Q: 3 clusters Score -568597.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -568618.375000 Penalty: 871.884216
	Iteration 49Q: 3 clusters Score -568618.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -568635.812500 Penalty: 871.884216
	Iteration 50Q: 3 clusters Score -568635.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -568643.750000 Penalty: 871.884216
	Iteration 51Q: 3 clusters Score -568643.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -568649.750000 Penalty: 871.884216
	Iteration 52Q: 3 clusters Score -568649.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -568653.250000 Penalty: 871.884216
	Iteration 53Q: 3 clusters Score -568653.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -568656.187500 Penalty: 871.884216
	Iteration 54Q: 3 clusters Score -568656.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -568657.000000 Penalty: 871.884216
	Iteration 55Q: 3 clusters Score -568657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -568657.500000 Penalty: 871.884216
	Iteration 56Q: 3 clusters Score -568657.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -568660.062500 Penalty: 871.884216
	Iteration 57Q: 3 clusters Score -568660.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -568663.187500 Penalty: 871.884216
	Iteration 58Q: 3 clusters Score -568663.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -568667.250000 Penalty: 871.884216
	Iteration 59Q: 3 clusters Score -568667.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -568671.687500 Penalty: 871.884216
	Iteration 60F: 3 clusters Score -568671.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -568672.562500 Penalty: 871.884216
	Iteration 61Q: 3 clusters Score -568672.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -568674.750000 Penalty: 871.884216
	Iteration 62Q: 3 clusters Score -568674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -568675.437500 Penalty: 871.884216
	Iteration 63Q: 3 clusters Score -568675.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -568677.187500 Penalty: 871.884216
	Iteration 64Q: 3 clusters Score -568677.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -568678.375000 Penalty: 871.884216
	Iteration 65Q: 3 clusters Score -568678.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -568683.750000 Penalty: 871.884216
	Iteration 66Q: 3 clusters Score -568683.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -568688.250000 Penalty: 871.884216
	Iteration 67Q: 3 clusters Score -568688.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -568689.500000 Penalty: 871.884216
	Iteration 68Q: 3 clusters Score -568689.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -568694.562500 Penalty: 871.884216
	Iteration 69Q: 3 clusters Score -568694.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -568698.125000 Penalty: 871.884216
	Iteration 70Q: 3 clusters Score -568698.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -568698.937500 Penalty: 871.884216
	Iteration 71Q: 3 clusters Score -568698.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -568705.437500 Penalty: 871.884216
	Iteration 72Q: 3 clusters Score -568705.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -568715.062500 Penalty: 871.884216
	Iteration 73Q: 3 clusters Score -568715.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -568720.625000 Penalty: 871.884216
	Iteration 74Q: 3 clusters Score -568720.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -568723.937500 Penalty: 871.884216
	Iteration 75Q: 3 clusters Score -568723.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -568727.187500 Penalty: 871.884216
	Iteration 76Q: 3 clusters Score -568727.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -568728.375000 Penalty: 871.884216
	Iteration 77Q: 3 clusters Score -568728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -568729.312500 Penalty: 871.884216
	Iteration 78Q: 3 clusters Score -568729.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -568729.125000 Penalty: 871.884216
	Iteration 79Q: 3 clusters Score -568729.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -568729.812500 Penalty: 871.884216
	Iteration 80F: 3 clusters Score -568729.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -568731.375000 Penalty: 871.884216
	Iteration 81Q: 3 clusters Score -568731.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -568731.562500 Penalty: 871.884216
	Iteration 82Q: 3 clusters Score -568731.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -568731.562500 Penalty: 871.884216
	Iteration 83F: 3 clusters Score -568731.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (37355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Entering Unmasked Estep 
Score: -1620109.250000 Penalty: 479.034119
	Iteration 0F: 2 clusters Score -1620109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -1595265.000000 Penalty: 958.068237
	Iteration 0F: 3 clusters Score -1595265 nChanged 17945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -1606596.500000 Penalty: 958.068237
	Iteration 1F: 3 clusters Score -1606596 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -1607956.750000 Penalty: 958.068237
	Iteration 2F: 3 clusters Score -1607957 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -1610274.000000 Penalty: 958.068237
	Iteration 3F: 3 clusters Score -1610274 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1613491.125000 Penalty: 958.068237
	Iteration 4F: 3 clusters Score -1613491 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1616311.375000 Penalty: 958.068237
	Iteration 5F: 3 clusters Score -1616311 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1617445.500000 Penalty: 958.068237
	Iteration 6F: 3 clusters Score -1617446 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1617794.625000 Penalty: 958.068237
	Iteration 7Q: 3 clusters Score -1617795 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1617995.375000 Penalty: 958.068237
	Iteration 8Q: 3 clusters Score -1617995 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1618152.500000 Penalty: 958.068237
	Iteration 9Q: 3 clusters Score -1618152 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1618291.125000 Penalty: 958.068237
	Iteration 10Q: 3 clusters Score -1618291 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1618442.625000 Penalty: 958.068237
	Iteration 11Q: 3 clusters Score -1618443 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1618576.000000 Penalty: 958.068237
	Iteration 12Q: 3 clusters Score -1618576 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1618680.125000 Penalty: 958.068237
	Iteration 13Q: 3 clusters Score -1618680 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1618751.125000 Penalty: 958.068237
	Iteration 14Q: 3 clusters Score -1618751 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1618813.000000 Penalty: 958.068237
	Iteration 15Q: 3 clusters Score -1618813 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1618855.375000 Penalty: 958.068237
	Iteration 16Q: 3 clusters Score -1618855 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1618897.000000 Penalty: 958.068237
	Iteration 17Q: 3 clusters Score -1618897 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1618944.875000 Penalty: 958.068237
	Iteration 18Q: 3 clusters Score -1618945 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1618969.375000 Penalty: 958.068237
	Iteration 19Q: 3 clusters Score -1618969 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1618996.000000 Penalty: 958.068237
	Iteration 20F: 3 clusters Score -1618996 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1619002.125000 Penalty: 958.068237
	Iteration 21Q: 3 clusters Score -1619002 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1619017.500000 Penalty: 958.068237
	Iteration 22Q: 3 clusters Score -1619018 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1619030.375000 Penalty: 958.068237
	Iteration 23Q: 3 clusters Score -1619030 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1619040.375000 Penalty: 958.068237
	Iteration 24Q: 3 clusters Score -1619040 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1619050.125000 Penalty: 958.068237
	Iteration 25Q: 3 clusters Score -1619050 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1619058.250000 Penalty: 958.068237
	Iteration 26Q: 3 clusters Score -1619058 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1619062.375000 Penalty: 958.068237
	Iteration 27Q: 3 clusters Score -1619062 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1619063.750000 Penalty: 958.068237
	Iteration 28Q: 3 clusters Score -1619064 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1619065.500000 Penalty: 958.068237
	Iteration 29Q: 3 clusters Score -1619066 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1619076.750000 Penalty: 958.068237
	Iteration 30Q: 3 clusters Score -1619077 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1619074.875000 Penalty: 958.068237
	Iteration 31Q: 3 clusters Score -1619075 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1619076.250000 Penalty: 958.068237
	Iteration 32Q: 3 clusters Score -1619076 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1619074.875000 Penalty: 958.068237
	Iteration 33Q: 3 clusters Score -1619075 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1619080.125000 Penalty: 958.068237
	Iteration 34Q: 3 clusters Score -1619080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1619079.750000 Penalty: 958.068237
	Iteration 35Q: 3 clusters Score -1619080 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1619079.250000 Penalty: 958.068237
	Iteration 36Q: 3 clusters Score -1619079 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1619085.375000 Penalty: 958.068237
	Iteration 37Q: 3 clusters Score -1619085 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1619090.000000 Penalty: 958.068237
	Iteration 38Q: 3 clusters Score -1619090 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1619090.125000 Penalty: 958.068237
	Iteration 39Q: 3 clusters Score -1619090 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1619096.125000 Penalty: 958.068237
	Iteration 40F: 3 clusters Score -1619096 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1619101.000000 Penalty: 958.068237
	Iteration 41Q: 3 clusters Score -1619101 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -1619099.000000 Penalty: 958.068237
	Iteration 42Q: 3 clusters Score -1619099 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1619103.125000 Penalty: 958.068237
	Iteration 43Q: 3 clusters Score -1619103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1619094.750000 Penalty: 958.068237
	Iteration 44Q: 3 clusters Score -1619095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -1619094.875000 Penalty: 958.068237
	Iteration 45Q: 3 clusters Score -1619095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1619093.250000 Penalty: 958.068237
	Iteration 46Q: 3 clusters Score -1619093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1619096.000000 Penalty: 958.068237
	Iteration 47Q: 3 clusters Score -1619096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -1619097.000000 Penalty: 958.068237
	Iteration 48Q: 3 clusters Score -1619097 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1619101.625000 Penalty: 958.068237
	Iteration 49Q: 3 clusters Score -1619102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1619102.000000 Penalty: 958.068237
	Iteration 50Q: 3 clusters Score -1619102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1619110.875000 Penalty: 958.068237
	Iteration 51Q: 3 clusters Score -1619111 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1619113.625000 Penalty: 958.068237
	Iteration 52Q: 3 clusters Score -1619114 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1619115.125000 Penalty: 958.068237
	Iteration 53Q: 3 clusters Score -1619115 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1619118.750000 Penalty: 958.068237
	Iteration 54Q: 3 clusters Score -1619119 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1619117.500000 Penalty: 958.068237
	Iteration 55Q: 3 clusters Score -1619118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -1619122.875000 Penalty: 958.068237
	Iteration 56Q: 3 clusters Score -1619123 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -1619121.250000 Penalty: 958.068237
	Iteration 57Q: 3 clusters Score -1619121 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1619121.750000 Penalty: 958.068237
	Iteration 58Q: 3 clusters Score -1619122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1619122.125000 Penalty: 958.068237
	Iteration 59Q: 3 clusters Score -1619122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -1619126.750000 Penalty: 958.068237
	Iteration 60F: 3 clusters Score -1619127 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -1619132.125000 Penalty: 958.068237
	Iteration 61Q: 3 clusters Score -1619132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1619132.750000 Penalty: 958.068237
	Iteration 62Q: 3 clusters Score -1619133 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1619130.625000 Penalty: 958.068237
	Iteration 63Q: 3 clusters Score -1619131 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1619134.625000 Penalty: 958.068237
	Iteration 64Q: 3 clusters Score -1619135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1619129.625000 Penalty: 958.068237
	Iteration 65Q: 3 clusters Score -1619130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1619130.750000 Penalty: 958.068237
	Iteration 66Q: 3 clusters Score -1619131 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1619127.500000 Penalty: 958.068237
	Iteration 67Q: 3 clusters Score -1619128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -1619130.125000 Penalty: 958.068237
	Iteration 68Q: 3 clusters Score -1619130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -1619136.750000 Penalty: 958.068237
	Iteration 69Q: 3 clusters Score -1619137 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -1619137.500000 Penalty: 958.068237
	Iteration 70Q: 3 clusters Score -1619138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -1619143.250000 Penalty: 958.068237
	Iteration 71Q: 3 clusters Score -1619143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1619142.875000 Penalty: 958.068237
	Iteration 72Q: 3 clusters Score -1619143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1619140.250000 Penalty: 958.068237
	Iteration 73Q: 3 clusters Score -1619140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1619141.625000 Penalty: 958.068237
	Iteration 74Q: 3 clusters Score -1619142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1619145.750000 Penalty: 958.068237
	Iteration 75Q: 3 clusters Score -1619146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1619146.375000 Penalty: 958.068237
	Iteration 76Q: 3 clusters Score -1619146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1619142.375000 Penalty: 958.068237
	Iteration 77Q: 3 clusters Score -1619142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1619140.750000 Penalty: 958.068237
	Iteration 78Q: 3 clusters Score -1619141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -1619141.625000 Penalty: 958.068237
	Iteration 79Q: 3 clusters Score -1619142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -1619144.500000 Penalty: 958.068237
	Iteration 80F: 3 clusters Score -1619144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -1619145.125000 Penalty: 958.068237
	Iteration 81Q: 3 clusters Score -1619145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -1619147.625000 Penalty: 958.068237
	Iteration 82Q: 3 clusters Score -1619148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -1619148.250000 Penalty: 958.068237
	Iteration 83Q: 3 clusters Score -1619148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -1619149.750000 Penalty: 958.068237
	Iteration 84Q: 3 clusters Score -1619150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1619151.500000 Penalty: 958.068237
	Iteration 85Q: 3 clusters Score -1619152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1619156.125000 Penalty: 958.068237
	Iteration 86Q: 3 clusters Score -1619156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -1619155.250000 Penalty: 958.068237
	Iteration 87Q: 3 clusters Score -1619155 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1619154.375000 Penalty: 958.068237
	Iteration 88Q: 3 clusters Score -1619154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1619151.000000 Penalty: 958.068237
	Iteration 89Q: 3 clusters Score -1619151 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -1619150.750000 Penalty: 958.068237
	Iteration 90Q: 3 clusters Score -1619151 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -1619149.250000 Penalty: 958.068237
	Iteration 91Q: 3 clusters Score -1619149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1619149.375000 Penalty: 958.068237
	Iteration 92Q: 3 clusters Score -1619149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -1619151.875000 Penalty: 958.068237
	Iteration 93Q: 3 clusters Score -1619152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1619149.125000 Penalty: 958.068237
	Iteration 94Q: 3 clusters Score -1619149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -1619149.500000 Penalty: 958.068237
	Iteration 95Q: 3 clusters Score -1619150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -1619153.250000 Penalty: 958.068237
	Iteration 96Q: 3 clusters Score -1619153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -1619155.250000 Penalty: 958.068237
	Iteration 97Q: 3 clusters Score -1619155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -1619155.500000 Penalty: 958.068237
	Iteration 98Q: 3 clusters Score -1619156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -1619157.875000 Penalty: 958.068237
	Iteration 99Q: 3 clusters Score -1619158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -1619156.875000 Penalty: 958.068237
	Iteration 100F: 3 clusters Score -1619157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1619158.500000 Penalty: 958.068237
	Iteration 101Q: 3 clusters Score -1619158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1619154.500000 Penalty: 958.068237
	Iteration 102Q: 3 clusters Score -1619154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -1619156.500000 Penalty: 958.068237
	Iteration 103Q: 3 clusters Score -1619156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -1619156.750000 Penalty: 958.068237
	Iteration 104Q: 3 clusters Score -1619157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -1619157.500000 Penalty: 958.068237
	Iteration 105Q: 3 clusters Score -1619158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1619158.250000 Penalty: 958.068237
	Iteration 106Q: 3 clusters Score -1619158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -1619154.250000 Penalty: 958.068237
	Iteration 107Q: 3 clusters Score -1619154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -1619155.125000 Penalty: 958.068237
	Iteration 108Q: 3 clusters Score -1619155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -1619158.375000 Penalty: 958.068237
	Iteration 109Q: 3 clusters Score -1619158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -1619157.625000 Penalty: 958.068237
	Iteration 110Q: 3 clusters Score -1619158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -1619153.125000 Penalty: 958.068237
	Iteration 111Q: 3 clusters Score -1619153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -1619152.500000 Penalty: 958.068237
	Iteration 112Q: 3 clusters Score -1619152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -1619152.750000 Penalty: 958.068237
	Iteration 113Q: 3 clusters Score -1619153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -1619153.750000 Penalty: 958.068237
	Iteration 114Q: 3 clusters Score -1619154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -1619153.375000 Penalty: 958.068237
	Iteration 115Q: 3 clusters Score -1619153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -1619153.875000 Penalty: 958.068237
	Iteration 116Q: 3 clusters Score -1619154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -1619153.875000 Penalty: 958.068237
	Iteration 117Q: 3 clusters Score -1619154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -1619154.250000 Penalty: 958.068237
	Iteration 118Q: 3 clusters Score -1619154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -1619154.000000 Penalty: 958.068237
	Iteration 119Q: 3 clusters Score -1619154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -1619152.875000 Penalty: 958.068237
	Iteration 120F: 3 clusters Score -1619153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -1619153.875000 Penalty: 958.068237
	Iteration 121Q: 3 clusters Score -1619154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -1619153.875000 Penalty: 958.068237
	Iteration 122F: 3 clusters Score -1619154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -7568.459473 Penalty: 256.220123
	Iteration 0F: 2 clusters Score -7568.459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7277.061035 Penalty: 512.440247
	Iteration 0F: 3 clusters Score -7277.061 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7402.873047 Penalty: 512.440247
	Iteration 1F: 3 clusters Score -7402.873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7442.717285 Penalty: 512.440247
	Iteration 2F: 3 clusters Score -7442.717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7453.609863 Penalty: 512.440247
	Iteration 3Q: 3 clusters Score -7453.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7471.371582 Penalty: 512.440247
	Iteration 4Q: 3 clusters Score -7471.372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7476.429688 Penalty: 512.440247
	Iteration 5Q: 3 clusters Score -7476.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7478.265625 Penalty: 512.440247
	Iteration 6Q: 3 clusters Score -7478.266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7480.002441 Penalty: 512.440247
	Iteration 7Q: 3 clusters Score -7480.002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7480.501465 Penalty: 512.440247
	Iteration 8Q: 3 clusters Score -7480.501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7480.501465 Penalty: 512.440247
	Iteration 9F: 3 clusters Score -7480.501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Entering Unmasked Estep 
Score: -137352.765625 Penalty: 371.884827
	Iteration 0F: 2 clusters Score -137352.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -134941.625000 Penalty: 743.769653
	Iteration 0F: 3 clusters Score -134941.6 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -135843.890625 Penalty: 743.769653
	Iteration 1F: 3 clusters Score -135843.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -136029.453125 Penalty: 743.769653
	Iteration 2F: 3 clusters Score -136029.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -136216.671875 Penalty: 743.769653
	Iteration 3F: 3 clusters Score -136216.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -136383.531250 Penalty: 743.769653
	Iteration 4F: 3 clusters Score -136383.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -136526.296875 Penalty: 743.769653
	Iteration 5F: 3 clusters Score -136526.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -136635.234375 Penalty: 743.769653
	Iteration 6Q: 3 clusters Score -136635.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -136738.140625 Penalty: 743.769653
	Iteration 7Q: 3 clusters Score -136738.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -136821.281250 Penalty: 743.769653
	Iteration 8Q: 3 clusters Score -136821.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -136885.843750 Penalty: 743.769653
	Iteration 9Q: 3 clusters Score -136885.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -136931.984375 Penalty: 743.769653
	Iteration 10Q: 3 clusters Score -136932 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -136964.031250 Penalty: 743.769653
	Iteration 11Q: 3 clusters Score -136964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -136995.937500 Penalty: 743.769653
	Iteration 12Q: 3 clusters Score -136995.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -137019.015625 Penalty: 743.769653
	Iteration 13Q: 3 clusters Score -137019 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -137042.171875 Penalty: 743.769653
	Iteration 14Q: 3 clusters Score -137042.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -137054.312500 Penalty: 743.769653
	Iteration 15Q: 3 clusters Score -137054.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -137066.343750 Penalty: 743.769653
	Iteration 16Q: 3 clusters Score -137066.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -137084.468750 Penalty: 743.769653
	Iteration 17Q: 3 clusters Score -137084.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -137095.125000 Penalty: 743.769653
	Iteration 18Q: 3 clusters Score -137095.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -137102.875000 Penalty: 743.769653
	Iteration 19Q: 3 clusters Score -137102.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -137112.609375 Penalty: 743.769653
	Iteration 20F: 3 clusters Score -137112.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -137116.062500 Penalty: 743.769653
	Iteration 21Q: 3 clusters Score -137116.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -137119.421875 Penalty: 743.769653
	Iteration 22Q: 3 clusters Score -137119.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -137123.750000 Penalty: 743.769653
	Iteration 23Q: 3 clusters Score -137123.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -137126.171875 Penalty: 743.769653
	Iteration 24Q: 3 clusters Score -137126.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -137128.296875 Penalty: 743.769653
	Iteration 25Q: 3 clusters Score -137128.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -137129.500000 Penalty: 743.769653
	Iteration 26Q: 3 clusters Score -137129.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -137130.359375 Penalty: 743.769653
	Iteration 27Q: 3 clusters Score -137130.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -137131.015625 Penalty: 743.769653
	Iteration 28Q: 3 clusters Score -137131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -137131.281250 Penalty: 743.769653
	Iteration 29Q: 3 clusters Score -137131.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -137132.625000 Penalty: 743.769653
	Iteration 30Q: 3 clusters Score -137132.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -137133.281250 Penalty: 743.769653
	Iteration 31Q: 3 clusters Score -137133.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -137133.843750 Penalty: 743.769653
	Iteration 32Q: 3 clusters Score -137133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -137134.625000 Penalty: 743.769653
	Iteration 33Q: 3 clusters Score -137134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -137135.062500 Penalty: 743.769653
	Iteration 34Q: 3 clusters Score -137135.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -137135.046875 Penalty: 743.769653
	Iteration 35Q: 3 clusters Score -137135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -137135.187500 Penalty: 743.769653
	Iteration 36Q: 3 clusters Score -137135.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -137136.000000 Penalty: 743.769653
	Iteration 37Q: 3 clusters Score -137136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -137136.953125 Penalty: 743.769653
	Iteration 38Q: 3 clusters Score -137137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -137137.890625 Penalty: 743.769653
	Iteration 39Q: 3 clusters Score -137137.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -137138.546875 Penalty: 743.769653
	Iteration 40F: 3 clusters Score -137138.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Entering Unmasked Estep 
Score: -35857.890625 Penalty: 316.305634
	Iteration 0F: 2 clusters Score -35857.89 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 515 members 
Entering Unmasked Estep 
Score: -35027.820312 Penalty: 632.611267
	Iteration 0F: 3 clusters Score -35027.82 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -35279.800781 Penalty: 632.611267
	Iteration 1F: 3 clusters Score -35279.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -35362.992188 Penalty: 632.611267
	Iteration 2F: 3 clusters Score -35362.99 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -35477.992188 Penalty: 632.611267
	Iteration 3F: 3 clusters Score -35477.99 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -35570.394531 Penalty: 632.611267
	Iteration 4F: 3 clusters Score -35570.39 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -35632.367188 Penalty: 632.611267
	Iteration 5F: 3 clusters Score -35632.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -35664.464844 Penalty: 632.611267
	Iteration 6Q: 3 clusters Score -35664.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -35684.042969 Penalty: 632.611267
	Iteration 7Q: 3 clusters Score -35684.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -35691.703125 Penalty: 632.611267
	Iteration 8Q: 3 clusters Score -35691.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -35697.429688 Penalty: 632.611267
	Iteration 9Q: 3 clusters Score -35697.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -35700.457031 Penalty: 632.611267
	Iteration 10Q: 3 clusters Score -35700.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -35702.484375 Penalty: 632.611267
	Iteration 11Q: 3 clusters Score -35702.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -35703.386719 Penalty: 632.611267
	Iteration 12Q: 3 clusters Score -35703.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -35705.671875 Penalty: 632.611267
	Iteration 13Q: 3 clusters Score -35705.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -35712.074219 Penalty: 632.611267
	Iteration 14Q: 3 clusters Score -35712.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -35721.421875 Penalty: 632.611267
	Iteration 15Q: 3 clusters Score -35721.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -35740.738281 Penalty: 632.611267
	Iteration 16Q: 3 clusters Score -35740.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -35754.050781 Penalty: 632.611267
	Iteration 17Q: 3 clusters Score -35754.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -35761.078125 Penalty: 632.611267
	Iteration 18Q: 3 clusters Score -35761.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -35767.839844 Penalty: 632.611267
	Iteration 19Q: 3 clusters Score -35767.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -35777.023438 Penalty: 632.611267
	Iteration 20F: 3 clusters Score -35777.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -35782.691406 Penalty: 632.611267
	Iteration 21Q: 3 clusters Score -35782.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -35785.117188 Penalty: 632.611267
	Iteration 22Q: 3 clusters Score -35785.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -35785.734375 Penalty: 632.611267
	Iteration 23Q: 3 clusters Score -35785.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -35786.644531 Penalty: 632.611267
	Iteration 24Q: 3 clusters Score -35786.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -35789.332031 Penalty: 632.611267
	Iteration 25Q: 3 clusters Score -35789.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -35794.773438 Penalty: 632.611267
	Iteration 26Q: 3 clusters Score -35794.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -35797.191406 Penalty: 632.611267
	Iteration 27Q: 3 clusters Score -35797.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -35798.074219 Penalty: 632.611267
	Iteration 28Q: 3 clusters Score -35798.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -35799.250000 Penalty: 632.611267
	Iteration 29Q: 3 clusters Score -35799.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -35799.988281 Penalty: 632.611267
	Iteration 30Q: 3 clusters Score -35799.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -35801.207031 Penalty: 632.611267
	Iteration 31Q: 3 clusters Score -35801.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -35802.398438 Penalty: 632.611267
	Iteration 32Q: 3 clusters Score -35802.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -35803.382812 Penalty: 632.611267
	Iteration 33Q: 3 clusters Score -35803.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -35803.500000 Penalty: 632.611267
	Iteration 34Q: 3 clusters Score -35803.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -35803.500000 Penalty: 632.611267
	Iteration 35F: 3 clusters Score -35803.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Entering Unmasked Estep 
Score: -161873.468750 Penalty: 378.235626
	Iteration 0F: 2 clusters Score -161873.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -159095.359375 Penalty: 756.471252
	Iteration 0F: 3 clusters Score -159095.4 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -160117.046875 Penalty: 756.471252
	Iteration 1F: 3 clusters Score -160117 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -160268.718750 Penalty: 756.471252
	Iteration 2F: 3 clusters Score -160268.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -160400.734375 Penalty: 756.471252
	Iteration 3F: 3 clusters Score -160400.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -160543.687500 Penalty: 756.471252
	Iteration 4F: 3 clusters Score -160543.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -160666.390625 Penalty: 756.471252
	Iteration 5F: 3 clusters Score -160666.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -160763.609375 Penalty: 756.471252
	Iteration 6Q: 3 clusters Score -160763.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -160834.812500 Penalty: 756.471252
	Iteration 7Q: 3 clusters Score -160834.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -160887.796875 Penalty: 756.471252
	Iteration 8Q: 3 clusters Score -160887.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -160935.578125 Penalty: 756.471252
	Iteration 9Q: 3 clusters Score -160935.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -160983.000000 Penalty: 756.471252
	Iteration 10Q: 3 clusters Score -160983 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -161021.609375 Penalty: 756.471252
	Iteration 11Q: 3 clusters Score -161021.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -161050.562500 Penalty: 756.471252
	Iteration 12Q: 3 clusters Score -161050.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -161073.218750 Penalty: 756.471252
	Iteration 13Q: 3 clusters Score -161073.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -161095.578125 Penalty: 756.471252
	Iteration 14Q: 3 clusters Score -161095.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -161118.437500 Penalty: 756.471252
	Iteration 15Q: 3 clusters Score -161118.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -161143.656250 Penalty: 756.471252
	Iteration 16Q: 3 clusters Score -161143.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -161163.140625 Penalty: 756.471252
	Iteration 17Q: 3 clusters Score -161163.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -161182.765625 Penalty: 756.471252
	Iteration 18Q: 3 clusters Score -161182.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -161202.515625 Penalty: 756.471252
	Iteration 19Q: 3 clusters Score -161202.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -161220.265625 Penalty: 756.471252
	Iteration 20F: 3 clusters Score -161220.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -161236.953125 Penalty: 756.471252
	Iteration 21Q: 3 clusters Score -161237 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -161256.718750 Penalty: 756.471252
	Iteration 22Q: 3 clusters Score -161256.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -161272.656250 Penalty: 756.471252
	Iteration 23Q: 3 clusters Score -161272.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -161291.453125 Penalty: 756.471252
	Iteration 24Q: 3 clusters Score -161291.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -161305.046875 Penalty: 756.471252
	Iteration 25Q: 3 clusters Score -161305 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -161313.640625 Penalty: 756.471252
	Iteration 26Q: 3 clusters Score -161313.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -161320.375000 Penalty: 756.471252
	Iteration 27Q: 3 clusters Score -161320.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -161326.656250 Penalty: 756.471252
	Iteration 28Q: 3 clusters Score -161326.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -161332.781250 Penalty: 756.471252
	Iteration 29Q: 3 clusters Score -161332.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -161339.125000 Penalty: 756.471252
	Iteration 30Q: 3 clusters Score -161339.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -161345.031250 Penalty: 756.471252
	Iteration 31Q: 3 clusters Score -161345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -161349.734375 Penalty: 756.471252
	Iteration 32Q: 3 clusters Score -161349.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -161355.546875 Penalty: 756.471252
	Iteration 33Q: 3 clusters Score -161355.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -161360.062500 Penalty: 756.471252
	Iteration 34Q: 3 clusters Score -161360.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -161365.703125 Penalty: 756.471252
	Iteration 35Q: 3 clusters Score -161365.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -161373.718750 Penalty: 756.471252
	Iteration 36Q: 3 clusters Score -161373.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -161381.765625 Penalty: 756.471252
	Iteration 37Q: 3 clusters Score -161381.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -161389.625000 Penalty: 756.471252
	Iteration 38Q: 3 clusters Score -161389.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -161395.265625 Penalty: 756.471252
	Iteration 39Q: 3 clusters Score -161395.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -161400.109375 Penalty: 756.471252
	Iteration 40F: 3 clusters Score -161400.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -161406.265625 Penalty: 756.471252
	Iteration 41Q: 3 clusters Score -161406.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -161416.015625 Penalty: 756.471252
	Iteration 42Q: 3 clusters Score -161416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -161424.000000 Penalty: 756.471252
	Iteration 43Q: 3 clusters Score -161424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -161429.796875 Penalty: 756.471252
	Iteration 44Q: 3 clusters Score -161429.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -161435.515625 Penalty: 756.471252
	Iteration 45Q: 3 clusters Score -161435.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -161439.640625 Penalty: 756.471252
	Iteration 46Q: 3 clusters Score -161439.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -161446.140625 Penalty: 756.471252
	Iteration 47Q: 3 clusters Score -161446.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -161451.218750 Penalty: 756.471252
	Iteration 48Q: 3 clusters Score -161451.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -161456.062500 Penalty: 756.471252
	Iteration 49Q: 3 clusters Score -161456.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -161459.078125 Penalty: 756.471252
	Iteration 50Q: 3 clusters Score -161459.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -161460.203125 Penalty: 756.471252
	Iteration 51Q: 3 clusters Score -161460.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -161460.968750 Penalty: 756.471252
	Iteration 52Q: 3 clusters Score -161461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -161461.296875 Penalty: 756.471252
	Iteration 53Q: 3 clusters Score -161461.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -161462.046875 Penalty: 756.471252
	Iteration 54Q: 3 clusters Score -161462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -161462.703125 Penalty: 756.471252
	Iteration 55Q: 3 clusters Score -161462.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -161463.453125 Penalty: 756.471252
	Iteration 56Q: 3 clusters Score -161463.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -161465.859375 Penalty: 756.471252
	Iteration 57Q: 3 clusters Score -161465.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -161467.156250 Penalty: 756.471252
	Iteration 58Q: 3 clusters Score -161467.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -161468.031250 Penalty: 756.471252
	Iteration 59Q: 3 clusters Score -161468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -161468.250000 Penalty: 756.471252
	Iteration 60F: 3 clusters Score -161468.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -161469.156250 Penalty: 756.471252
	Iteration 61Q: 3 clusters Score -161469.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -161469.234375 Penalty: 756.471252
	Iteration 62Q: 3 clusters Score -161469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -161469.187500 Penalty: 756.471252
	Iteration 63Q: 3 clusters Score -161469.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -161469.187500 Penalty: 756.471252
	Iteration 64F: 3 clusters Score -161469.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Entering Unmasked Estep 
Score: -46816.679688 Penalty: 328.792511
	Iteration 0F: 2 clusters Score -46816.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -45802.957031 Penalty: 657.585022
	Iteration 0F: 3 clusters Score -45802.96 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -46227.722656 Penalty: 657.585022
	Iteration 1F: 3 clusters Score -46227.72 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -46326.996094 Penalty: 657.585022
	Iteration 2F: 3 clusters Score -46327 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -46385.699219 Penalty: 657.585022
	Iteration 3F: 3 clusters Score -46385.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -46436.566406 Penalty: 657.585022
	Iteration 4Q: 3 clusters Score -46436.57 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -46489.078125 Penalty: 657.585022
	Iteration 5Q: 3 clusters Score -46489.08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -46552.562500 Penalty: 657.585022
	Iteration 6Q: 3 clusters Score -46552.56 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -46614.597656 Penalty: 657.585022
	Iteration 7Q: 3 clusters Score -46614.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -46666.523438 Penalty: 657.585022
	Iteration 8Q: 3 clusters Score -46666.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -46703.199219 Penalty: 657.585022
	Iteration 9Q: 3 clusters Score -46703.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -46728.019531 Penalty: 657.585022
	Iteration 10Q: 3 clusters Score -46728.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -46742.367188 Penalty: 657.585022
	Iteration 11Q: 3 clusters Score -46742.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -46752.882812 Penalty: 657.585022
	Iteration 12Q: 3 clusters Score -46752.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -46756.957031 Penalty: 657.585022
	Iteration 13Q: 3 clusters Score -46756.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -46758.792969 Penalty: 657.585022
	Iteration 14Q: 3 clusters Score -46758.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -46760.433594 Penalty: 657.585022
	Iteration 15Q: 3 clusters Score -46760.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -46762.542969 Penalty: 657.585022
	Iteration 16Q: 3 clusters Score -46762.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -46766.144531 Penalty: 657.585022
	Iteration 17Q: 3 clusters Score -46766.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -46769.054688 Penalty: 657.585022
	Iteration 18Q: 3 clusters Score -46769.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -46773.707031 Penalty: 657.585022
	Iteration 19Q: 3 clusters Score -46773.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -46775.449219 Penalty: 657.585022
	Iteration 20F: 3 clusters Score -46775.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -46776.140625 Penalty: 657.585022
	Iteration 21Q: 3 clusters Score -46776.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -46776.140625 Penalty: 657.585022
	Iteration 22F: 3 clusters Score -46776.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -61831.019531 Penalty: 333.830627
	Iteration 0F: 2 clusters Score -61831.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -60658.757812 Penalty: 667.661255
	Iteration 0F: 3 clusters Score -60658.76 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -61031.023438 Penalty: 667.661255
	Iteration 1F: 3 clusters Score -61031.02 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -61122.230469 Penalty: 667.661255
	Iteration 2F: 3 clusters Score -61122.23 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -61176.601562 Penalty: 667.661255
	Iteration 3F: 3 clusters Score -61176.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -61201.500000 Penalty: 667.661255
	Iteration 4Q: 3 clusters Score -61201.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -61225.019531 Penalty: 667.661255
	Iteration 5Q: 3 clusters Score -61225.02 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -61254.773438 Penalty: 667.661255
	Iteration 6Q: 3 clusters Score -61254.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -61277.363281 Penalty: 667.661255
	Iteration 7Q: 3 clusters Score -61277.36 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -61302.910156 Penalty: 667.661255
	Iteration 8Q: 3 clusters Score -61302.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61324.195312 Penalty: 667.661255
	Iteration 9Q: 3 clusters Score -61324.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61354.156250 Penalty: 667.661255
	Iteration 10Q: 3 clusters Score -61354.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61390.351562 Penalty: 667.661255
	Iteration 11Q: 3 clusters Score -61390.35 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61425.617188 Penalty: 667.661255
	Iteration 12Q: 3 clusters Score -61425.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61454.308594 Penalty: 667.661255
	Iteration 13Q: 3 clusters Score -61454.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61477.703125 Penalty: 667.661255
	Iteration 14Q: 3 clusters Score -61477.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -61497.164062 Penalty: 667.661255
	Iteration 15Q: 3 clusters Score -61497.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -61514.886719 Penalty: 667.661255
	Iteration 16Q: 3 clusters Score -61514.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -61525.609375 Penalty: 667.661255
	Iteration 17Q: 3 clusters Score -61525.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -61534.308594 Penalty: 667.661255
	Iteration 18Q: 3 clusters Score -61534.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -61548.972656 Penalty: 667.661255
	Iteration 19Q: 3 clusters Score -61548.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -61561.343750 Penalty: 667.661255
	Iteration 20F: 3 clusters Score -61561.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -61567.054688 Penalty: 667.661255
	Iteration 21Q: 3 clusters Score -61567.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -61567.789062 Penalty: 667.661255
	Iteration 22Q: 3 clusters Score -61567.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -61568.851562 Penalty: 667.661255
	Iteration 23Q: 3 clusters Score -61568.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -61570.406250 Penalty: 667.661255
	Iteration 24Q: 3 clusters Score -61570.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -61572.925781 Penalty: 667.661255
	Iteration 25Q: 3 clusters Score -61572.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -61574.527344 Penalty: 667.661255
	Iteration 26Q: 3 clusters Score -61574.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -61574.527344 Penalty: 667.661255
	Iteration 27F: 3 clusters Score -61574.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -25994.083984 Penalty: 298.526917
	Iteration 0F: 2 clusters Score -25994.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -25386.332031 Penalty: 597.053833
	Iteration 0F: 3 clusters Score -25386.33 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -25564.712891 Penalty: 597.053833
	Iteration 1F: 3 clusters Score -25564.71 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -25625.060547 Penalty: 597.053833
	Iteration 2F: 3 clusters Score -25625.06 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -25667.033203 Penalty: 597.053833
	Iteration 3F: 3 clusters Score -25667.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -25694.937500 Penalty: 597.053833
	Iteration 4Q: 3 clusters Score -25694.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -25719.632812 Penalty: 597.053833
	Iteration 5Q: 3 clusters Score -25719.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -25728.250000 Penalty: 597.053833
	Iteration 6Q: 3 clusters Score -25728.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -25734.767578 Penalty: 597.053833
	Iteration 7Q: 3 clusters Score -25734.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -25745.107422 Penalty: 597.053833
	Iteration 8Q: 3 clusters Score -25745.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -25754.492188 Penalty: 597.053833
	Iteration 9Q: 3 clusters Score -25754.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -25760.925781 Penalty: 597.053833
	Iteration 10Q: 3 clusters Score -25760.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -25770.890625 Penalty: 597.053833
	Iteration 11Q: 3 clusters Score -25770.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -25780.066406 Penalty: 597.053833
	Iteration 12Q: 3 clusters Score -25780.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -25788.542969 Penalty: 597.053833
	Iteration 13Q: 3 clusters Score -25788.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -25792.455078 Penalty: 597.053833
	Iteration 14Q: 3 clusters Score -25792.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -25793.087891 Penalty: 597.053833
	Iteration 15Q: 3 clusters Score -25793.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -25793.308594 Penalty: 597.053833
	Iteration 16Q: 3 clusters Score -25793.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -25793.308594 Penalty: 597.053833
	Iteration 17F: 3 clusters Score -25793.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 1535 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2430 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 16642 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 5327 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 29120 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 454288 members 
Mstep: Class 17 contains 5679 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 1702 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 1126 members 
Mstep: Class 25 contains 12353 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14489 members 
Mstep: Class 29 contains 37355 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 1375 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298476.000000 Penalty: 25185.738281
Iteration 199Q: 42 clusters Score -2.829848e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1698 members 
Mstep: Class 3 contains 1535 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 3520 members 
Mstep: Class 8 contains 16830 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 5341 members 
Mstep: Class 11 contains 4455 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 29172 members 
Mstep: Class 15 contains 1815 members 
Mstep: Class 16 contains 453696 members 
Mstep: Class 17 contains 5641 members 
Mstep: Class 18 contains 6902 members 
Mstep: Class 19 contains 1916 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5789 members 
Mstep: Class 22 contains 1703 members 
Mstep: Class 23 contains 5919 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12362 members 
Mstep: Class 26 contains 1624 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14559 members 
Mstep: Class 29 contains 37723 members 
Mstep: Class 30 contains 276 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4075 members 
Mstep: Class 34 contains 1376 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 1484 members 
Mstep: Class 38 contains 1196 members 
Mstep: Class 39 contains 57914 members 
Mstep: Class 40 contains 2016 members 
Mstep: Class 41 contains 1327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298832.000000 Penalty: 25185.738281
Iteration 200F: 42 clusters Score -2.829883e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1675 members 
Mstep: Class 3 contains 1538 members 
Mstep: Class 4 contains 1346 members 
Mstep: Class 5 contains 26588 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 3519 members 
Mstep: Class 8 contains 16970 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 5353 members 
Mstep: Class 11 contains 4453 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 29182 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 453056 members 
Mstep: Class 17 contains 5610 members 
Mstep: Class 18 contains 6888 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5794 members 
Mstep: Class 22 contains 1707 members 
Mstep: Class 23 contains 5916 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12364 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14409 members 
Mstep: Class 29 contains 38128 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 3546 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1377 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 1495 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 57907 members 
Mstep: Class 40 contains 2118 members 
Mstep: Class 41 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299086.000000 Penalty: 25185.738281
Iteration 201Q: 42 clusters Score -2.829909e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 1542 members 
Mstep: Class 4 contains 1403 members 
Mstep: Class 5 contains 26584 members 
Mstep: Class 6 contains 2438 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 17119 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 5373 members 
Mstep: Class 11 contains 4457 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2563 members 
Mstep: Class 14 contains 29203 members 
Mstep: Class 15 contains 1837 members 
Mstep: Class 16 contains 452432 members 
Mstep: Class 17 contains 5584 members 
Mstep: Class 18 contains 6866 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5797 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 5916 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 12366 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14243 members 
Mstep: Class 29 contains 38554 members 
Mstep: Class 30 contains 274 members 
Mstep: Class 31 contains 3546 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4058 members 
Mstep: Class 34 contains 1370 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 703 members 
Mstep: Class 37 contains 1493 members 
Mstep: Class 38 contains 1263 members 
Mstep: Class 39 contains 57929 members 
Mstep: Class 40 contains 2194 members 
Mstep: Class 41 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299176.000000 Penalty: 25185.738281
Iteration 202Q: 42 clusters Score -2.829918e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 1546 members 
Mstep: Class 4 contains 1449 members 
Mstep: Class 5 contains 26575 members 
Mstep: Class 6 contains 2440 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 8 contains 17301 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 5388 members 
Mstep: Class 11 contains 4460 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 2565 members 
Mstep: Class 14 contains 29218 members 
Mstep: Class 15 contains 1841 members 
Mstep: Class 16 contains 451707 members 
Mstep: Class 17 contains 5565 members 
Mstep: Class 18 contains 6856 members 
Mstep: Class 19 contains 1893 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5800 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 5916 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 12367 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 14098 members 
Mstep: Class 29 contains 39039 members 
Mstep: Class 30 contains 274 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4058 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 57963 members 
Mstep: Class 40 contains 2245 members 
Mstep: Class 41 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299366.000000 Penalty: 25185.738281
Iteration 203Q: 42 clusters Score -2.829937e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 1547 members 
Mstep: Class 4 contains 1484 members 
Mstep: Class 5 contains 26568 members 
Mstep: Class 6 contains 2442 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 17505 members 
Mstep: Class 9 contains 625 members 
Mstep: Class 10 contains 5397 members 
Mstep: Class 11 contains 4468 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 29224 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 451003 members 
Mstep: Class 17 contains 5539 members 
Mstep: Class 18 contains 6842 members 
Mstep: Class 19 contains 1893 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5799 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 5914 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 12371 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 13941 members 
Mstep: Class 29 contains 39526 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 3552 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4058 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 706 members 
Mstep: Class 37 contains 1489 members 
Mstep: Class 38 contains 1296 members 
Mstep: Class 39 contains 58007 members 
Mstep: Class 40 contains 2286 members 
Mstep: Class 41 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299454.000000 Penalty: 25185.738281
Iteration 204Q: 42 clusters Score -2.829945e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1614 members 
Mstep: Class 3 contains 1551 members 
Mstep: Class 4 contains 1515 members 
Mstep: Class 5 contains 26558 members 
Mstep: Class 6 contains 2444 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 17720 members 
Mstep: Class 9 contains 626 members 
Mstep: Class 10 contains 5401 members 
Mstep: Class 11 contains 4479 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 29238 members 
Mstep: Class 15 contains 1847 members 
Mstep: Class 16 contains 450240 members 
Mstep: Class 17 contains 5516 members 
Mstep: Class 18 contains 6839 members 
Mstep: Class 19 contains 1893 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5801 members 
Mstep: Class 22 contains 1730 members 
Mstep: Class 23 contains 5914 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12371 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 13785 members 
Mstep: Class 29 contains 40055 members 
Mstep: Class 30 contains 274 members 
Mstep: Class 31 contains 3559 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4057 members 
Mstep: Class 34 contains 1368 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 706 members 
Mstep: Class 37 contains 1489 members 
Mstep: Class 38 contains 1307 members 
Mstep: Class 39 contains 58045 members 
Mstep: Class 40 contains 2325 members 
Mstep: Class 41 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299456.000000 Penalty: 25185.738281
Iteration 205Q: 42 clusters Score -2.829946e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1609 members 
Mstep: Class 3 contains 1555 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 26548 members 
Mstep: Class 6 contains 2444 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 17937 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 5408 members 
Mstep: Class 11 contains 4489 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 29243 members 
Mstep: Class 15 contains 1847 members 
Mstep: Class 16 contains 449425 members 
Mstep: Class 17 contains 5503 members 
Mstep: Class 18 contains 6846 members 
Mstep: Class 19 contains 1893 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5806 members 
Mstep: Class 22 contains 1733 members 
Mstep: Class 23 contains 5914 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 12375 members 
Mstep: Class 26 contains 1613 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 13643 members 
Mstep: Class 29 contains 40623 members 
Mstep: Class 30 contains 275 members 
Mstep: Class 31 contains 3565 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4057 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 706 members 
Mstep: Class 37 contains 1489 members 
Mstep: Class 38 contains 1314 members 
Mstep: Class 39 contains 58080 members 
Mstep: Class 40 contains 2362 members 
Mstep: Class 41 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299654.000000 Penalty: 25185.738281
Iteration 206Q: 42 clusters Score -2.829965e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 1568 members 
Mstep: Class 5 contains 26545 members 
Mstep: Class 6 contains 2444 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 18130 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 5419 members 
Mstep: Class 11 contains 4500 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2574 members 
Mstep: Class 14 contains 29264 members 
Mstep: Class 15 contains 1847 members 
Mstep: Class 16 contains 448578 members 
Mstep: Class 17 contains 5490 members 
Mstep: Class 18 contains 6852 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5808 members 
Mstep: Class 22 contains 1736 members 
Mstep: Class 23 contains 5914 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 12376 members 
Mstep: Class 26 contains 1609 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 13509 members 
Mstep: Class 29 contains 41241 members 
Mstep: Class 30 contains 276 members 
Mstep: Class 31 contains 3568 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4057 members 
Mstep: Class 34 contains 1359 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 705 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1328 members 
Mstep: Class 39 contains 58103 members 
Mstep: Class 40 contains 2404 members 
Mstep: Class 41 contains 1676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299652.000000 Penalty: 25185.738281
Iteration 207Q: 42 clusters Score -2.829965e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1593 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 26540 members 
Mstep: Class 6 contains 2441 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 18309 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 5426 members 
Mstep: Class 11 contains 4504 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2581 members 
Mstep: Class 14 contains 29279 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 447735 members 
Mstep: Class 17 contains 5476 members 
Mstep: Class 18 contains 6863 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5814 members 
Mstep: Class 22 contains 1739 members 
Mstep: Class 23 contains 5913 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 12376 members 
Mstep: Class 26 contains 1606 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 13397 members 
Mstep: Class 29 contains 41868 members 
Mstep: Class 30 contains 275 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4058 members 
Mstep: Class 34 contains 1348 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 706 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 58127 members 
Mstep: Class 40 contains 2446 members 
Mstep: Class 41 contains 1717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299682.000000 Penalty: 25185.738281
Iteration 208Q: 42 clusters Score -2.829968e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1589 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 1590 members 
Mstep: Class 5 contains 26535 members 
Mstep: Class 6 contains 2438 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 18490 members 
Mstep: Class 9 contains 625 members 
Mstep: Class 10 contains 5436 members 
Mstep: Class 11 contains 4507 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2588 members 
Mstep: Class 14 contains 29298 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 446908 members 
Mstep: Class 17 contains 5467 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5822 members 
Mstep: Class 22 contains 1744 members 
Mstep: Class 23 contains 5914 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 12381 members 
Mstep: Class 26 contains 1602 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 13289 members 
Mstep: Class 29 contains 42456 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3577 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4058 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 706 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1350 members 
Mstep: Class 39 contains 58154 members 
Mstep: Class 40 contains 2490 members 
Mstep: Class 41 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299728.000000 Penalty: 25185.738281
Iteration 209Q: 42 clusters Score -2.829973e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 26535 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 18666 members 
Mstep: Class 9 contains 622 members 
Mstep: Class 10 contains 5444 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2591 members 
Mstep: Class 14 contains 29315 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 446085 members 
Mstep: Class 17 contains 5463 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5832 members 
Mstep: Class 22 contains 1746 members 
Mstep: Class 23 contains 5914 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 12392 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 13192 members 
Mstep: Class 29 contains 43041 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 3577 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4058 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 705 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 58173 members 
Mstep: Class 40 contains 2532 members 
Mstep: Class 41 contains 1778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299762.000000 Penalty: 25185.738281
Iteration 210Q: 42 clusters Score -2.829976e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1585 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 26535 members 
Mstep: Class 6 contains 2436 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 18837 members 
Mstep: Class 9 contains 622 members 
Mstep: Class 10 contains 5455 members 
Mstep: Class 11 contains 4521 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2591 members 
Mstep: Class 14 contains 29327 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 445275 members 
Mstep: Class 17 contains 5456 members 
Mstep: Class 18 contains 6881 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5845 members 
Mstep: Class 22 contains 1745 members 
Mstep: Class 23 contains 5914 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 12399 members 
Mstep: Class 26 contains 1601 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 13120 members 
Mstep: Class 29 contains 43612 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 3577 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4058 members 
Mstep: Class 34 contains 1326 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 705 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1360 members 
Mstep: Class 39 contains 58196 members 
Mstep: Class 40 contains 2571 members 
Mstep: Class 41 contains 1813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299770.000000 Penalty: 25185.738281
Iteration 211Q: 42 clusters Score -2.829977e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1579 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 26535 members 
Mstep: Class 6 contains 2435 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 19034 members 
Mstep: Class 9 contains 622 members 
Mstep: Class 10 contains 5470 members 
Mstep: Class 11 contains 4533 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2591 members 
Mstep: Class 14 contains 29340 members 
Mstep: Class 15 contains 1871 members 
Mstep: Class 16 contains 444471 members 
Mstep: Class 17 contains 5455 members 
Mstep: Class 18 contains 6877 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 1744 members 
Mstep: Class 23 contains 5914 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 12401 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 13050 members 
Mstep: Class 29 contains 44182 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 3577 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4058 members 
Mstep: Class 34 contains 1325 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1367 members 
Mstep: Class 39 contains 58202 members 
Mstep: Class 40 contains 2612 members 
Mstep: Class 41 contains 1827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299812.000000 Penalty: 25185.738281
Iteration 212Q: 42 clusters Score -2.829981e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1572 members 
Mstep: Class 3 contains 1558 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 26535 members 
Mstep: Class 6 contains 2433 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 19230 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 5475 members 
Mstep: Class 11 contains 4545 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2592 members 
Mstep: Class 14 contains 29351 members 
Mstep: Class 15 contains 1877 members 
Mstep: Class 16 contains 443705 members 
Mstep: Class 17 contains 5454 members 
Mstep: Class 18 contains 6877 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5865 members 
Mstep: Class 22 contains 1745 members 
Mstep: Class 23 contains 5913 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 12408 members 
Mstep: Class 26 contains 1597 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12980 members 
Mstep: Class 29 contains 44739 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3577 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4057 members 
Mstep: Class 34 contains 1326 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 703 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1379 members 
Mstep: Class 39 contains 58197 members 
Mstep: Class 40 contains 2644 members 
Mstep: Class 41 contains 1838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299710.000000 Penalty: 25185.738281
Iteration 213Q: 42 clusters Score -2.829971e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1568 members 
Mstep: Class 3 contains 1558 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 26535 members 
Mstep: Class 6 contains 2433 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 19430 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 5478 members 
Mstep: Class 11 contains 4542 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 29362 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 442967 members 
Mstep: Class 17 contains 5452 members 
Mstep: Class 18 contains 6885 members 
Mstep: Class 19 contains 1891 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5885 members 
Mstep: Class 22 contains 1746 members 
Mstep: Class 23 contains 5912 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 12412 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12917 members 
Mstep: Class 29 contains 45251 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3577 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4057 members 
Mstep: Class 34 contains 1325 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1385 members 
Mstep: Class 39 contains 58183 members 
Mstep: Class 40 contains 2679 members 
Mstep: Class 41 contains 1854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299768.000000 Penalty: 25185.738281
Iteration 214Q: 42 clusters Score -2.829977e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1565 members 
Mstep: Class 3 contains 1558 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 26535 members 
Mstep: Class 6 contains 2434 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 19664 members 
Mstep: Class 9 contains 611 members 
Mstep: Class 10 contains 5481 members 
Mstep: Class 11 contains 4543 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 29364 members 
Mstep: Class 15 contains 1899 members 
Mstep: Class 16 contains 442192 members 
Mstep: Class 17 contains 5443 members 
Mstep: Class 18 contains 6894 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5905 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 5912 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 12410 members 
Mstep: Class 26 contains 1595 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12860 members 
Mstep: Class 29 contains 45791 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 3577 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4057 members 
Mstep: Class 34 contains 1323 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1390 members 
Mstep: Class 39 contains 58170 members 
Mstep: Class 40 contains 2706 members 
Mstep: Class 41 contains 1864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299826.000000 Penalty: 25185.738281
Iteration 215Q: 42 clusters Score -2.829983e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1563 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 26535 members 
Mstep: Class 6 contains 2433 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 19910 members 
Mstep: Class 9 contains 611 members 
Mstep: Class 10 contains 5483 members 
Mstep: Class 11 contains 4542 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 29372 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 441394 members 
Mstep: Class 17 contains 5435 members 
Mstep: Class 18 contains 6899 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5929 members 
Mstep: Class 22 contains 1750 members 
Mstep: Class 23 contains 5912 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 12407 members 
Mstep: Class 26 contains 1591 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12800 members 
Mstep: Class 29 contains 46351 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 3577 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4057 members 
Mstep: Class 34 contains 1320 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 703 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1393 members 
Mstep: Class 39 contains 58144 members 
Mstep: Class 40 contains 2737 members 
Mstep: Class 41 contains 1871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299688.000000 Penalty: 25185.738281
Iteration 216Q: 42 clusters Score -2.829969e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 26534 members 
Mstep: Class 6 contains 2434 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 20165 members 
Mstep: Class 9 contains 611 members 
Mstep: Class 10 contains 5488 members 
Mstep: Class 11 contains 4542 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2596 members 
Mstep: Class 14 contains 29378 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 440517 members 
Mstep: Class 17 contains 5434 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5956 members 
Mstep: Class 22 contains 1753 members 
Mstep: Class 23 contains 5911 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 12406 members 
Mstep: Class 26 contains 1588 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12746 members 
Mstep: Class 29 contains 46965 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3577 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4058 members 
Mstep: Class 34 contains 1320 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 703 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 58127 members 
Mstep: Class 40 contains 2767 members 
Mstep: Class 41 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299702.000000 Penalty: 25185.738281
Iteration 217Q: 42 clusters Score -2.82997e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1552 members 
Mstep: Class 3 contains 1558 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 26533 members 
Mstep: Class 6 contains 2436 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 20420 members 
Mstep: Class 9 contains 610 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 4546 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2596 members 
Mstep: Class 14 contains 29382 members 
Mstep: Class 15 contains 1940 members 
Mstep: Class 16 contains 439591 members 
Mstep: Class 17 contains 5432 members 
Mstep: Class 18 contains 6900 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 5988 members 
Mstep: Class 22 contains 1753 members 
Mstep: Class 23 contains 5912 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 12405 members 
Mstep: Class 26 contains 1586 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12701 members 
Mstep: Class 29 contains 47599 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3577 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4060 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 700 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 58120 members 
Mstep: Class 40 contains 2801 members 
Mstep: Class 41 contains 1883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299848.000000 Penalty: 25185.738281
Iteration 218Q: 42 clusters Score -2.829985e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1549 members 
Mstep: Class 3 contains 1560 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 26530 members 
Mstep: Class 6 contains 2438 members 
Mstep: Class 7 contains 3536 members 
Mstep: Class 8 contains 20668 members 
Mstep: Class 9 contains 606 members 
Mstep: Class 10 contains 5488 members 
Mstep: Class 11 contains 4549 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2596 members 
Mstep: Class 14 contains 29394 members 
Mstep: Class 15 contains 1955 members 
Mstep: Class 16 contains 438637 members 
Mstep: Class 17 contains 5429 members 
Mstep: Class 18 contains 6898 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 1750 members 
Mstep: Class 23 contains 5911 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 12405 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12663 members 
Mstep: Class 29 contains 48278 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3577 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4060 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 699 members 
Mstep: Class 37 contains 1491 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 58111 members 
Mstep: Class 40 contains 2831 members 
Mstep: Class 41 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299928.000000 Penalty: 25185.738281
Iteration 219Q: 42 clusters Score -2.829993e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1546 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 26530 members 
Mstep: Class 6 contains 2442 members 
Mstep: Class 7 contains 3537 members 
Mstep: Class 8 contains 20905 members 
Mstep: Class 9 contains 604 members 
Mstep: Class 10 contains 5487 members 
Mstep: Class 11 contains 4557 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2596 members 
Mstep: Class 14 contains 29406 members 
Mstep: Class 15 contains 1964 members 
Mstep: Class 16 contains 437624 members 
Mstep: Class 17 contains 5432 members 
Mstep: Class 18 contains 6899 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 6063 members 
Mstep: Class 22 contains 1750 members 
Mstep: Class 23 contains 5911 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 12411 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12620 members 
Mstep: Class 29 contains 48976 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3576 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1320 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 697 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1404 members 
Mstep: Class 39 contains 58106 members 
Mstep: Class 40 contains 2867 members 
Mstep: Class 41 contains 1900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299892.000000 Penalty: 25185.738281
Iteration 220F: 42 clusters Score -2.829989e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 26530 members 
Mstep: Class 6 contains 2443 members 
Mstep: Class 7 contains 3538 members 
Mstep: Class 8 contains 21135 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 5486 members 
Mstep: Class 11 contains 4563 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 14 contains 29416 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 16 contains 436634 members 
Mstep: Class 17 contains 5434 members 
Mstep: Class 18 contains 6904 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 6105 members 
Mstep: Class 22 contains 1751 members 
Mstep: Class 23 contains 5911 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 12421 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12573 members 
Mstep: Class 29 contains 49645 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3574 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4062 members 
Mstep: Class 34 contains 1315 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 697 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 58105 members 
Mstep: Class 40 contains 2905 members 
Mstep: Class 41 contains 1923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28299964.000000 Penalty: 25185.738281
Iteration 221Q: 42 clusters Score -2.829996e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1577 members 
Mstep: Class 5 contains 26530 members 
Mstep: Class 6 contains 2443 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 21380 members 
Mstep: Class 9 contains 604 members 
Mstep: Class 10 contains 5484 members 
Mstep: Class 11 contains 4566 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2598 members 
Mstep: Class 14 contains 29423 members 
Mstep: Class 15 contains 1964 members 
Mstep: Class 16 contains 435559 members 
Mstep: Class 17 contains 5426 members 
Mstep: Class 18 contains 6908 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 6166 members 
Mstep: Class 22 contains 1751 members 
Mstep: Class 23 contains 5911 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 12424 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12526 members 
Mstep: Class 29 contains 50394 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1314 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1406 members 
Mstep: Class 39 contains 58111 members 
Mstep: Class 40 contains 2941 members 
Mstep: Class 41 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28300196.000000 Penalty: 25185.738281
Iteration 222Q: 42 clusters Score -2.83002e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1544 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 26529 members 
Mstep: Class 6 contains 2446 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 21625 members 
Mstep: Class 9 contains 604 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 4568 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 29428 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 16 contains 434495 members 
Mstep: Class 17 contains 5424 members 
Mstep: Class 18 contains 6911 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 6214 members 
Mstep: Class 22 contains 1750 members 
Mstep: Class 23 contains 5911 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 12427 members 
Mstep: Class 26 contains 1582 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12490 members 
Mstep: Class 29 contains 51111 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1314 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 694 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 58104 members 
Mstep: Class 40 contains 2974 members 
Mstep: Class 41 contains 1986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28300370.000000 Penalty: 25185.738281
Iteration 223Q: 42 clusters Score -2.830037e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1544 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 2442 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 21876 members 
Mstep: Class 9 contains 606 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 29436 members 
Mstep: Class 15 contains 1969 members 
Mstep: Class 16 contains 433393 members 
Mstep: Class 17 contains 5421 members 
Mstep: Class 18 contains 6916 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 6259 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 5911 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 12436 members 
Mstep: Class 26 contains 1582 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12451 members 
Mstep: Class 29 contains 51851 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1314 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 693 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 58102 members 
Mstep: Class 40 contains 3016 members 
Mstep: Class 41 contains 2016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28300486.000000 Penalty: 25185.738281
Iteration 224Q: 42 clusters Score -2.830049e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1544 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 22138 members 
Mstep: Class 9 contains 606 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 4587 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 29441 members 
Mstep: Class 15 contains 1971 members 
Mstep: Class 16 contains 432262 members 
Mstep: Class 17 contains 5423 members 
Mstep: Class 18 contains 6925 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 6307 members 
Mstep: Class 22 contains 1748 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 12446 members 
Mstep: Class 26 contains 1582 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12405 members 
Mstep: Class 29 contains 52624 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1314 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 693 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 58104 members 
Mstep: Class 40 contains 3058 members 
Mstep: Class 41 contains 2036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28300620.000000 Penalty: 25185.738281
Iteration 225Q: 42 clusters Score -2.830062e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1542 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 2434 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 22418 members 
Mstep: Class 9 contains 606 members 
Mstep: Class 10 contains 5498 members 
Mstep: Class 11 contains 4589 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 29448 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 16 contains 431132 members 
Mstep: Class 17 contains 5426 members 
Mstep: Class 18 contains 6933 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 6350 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 12456 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12353 members 
Mstep: Class 29 contains 53391 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 694 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 58101 members 
Mstep: Class 40 contains 3096 members 
Mstep: Class 41 contains 2059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28300698.000000 Penalty: 25185.738281
Iteration 226Q: 42 clusters Score -2.83007e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1541 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 2433 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 22734 members 
Mstep: Class 9 contains 606 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 4588 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 29458 members 
Mstep: Class 15 contains 1976 members 
Mstep: Class 16 contains 429967 members 
Mstep: Class 17 contains 5429 members 
Mstep: Class 18 contains 6939 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 6382 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 12471 members 
Mstep: Class 26 contains 1582 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12294 members 
Mstep: Class 29 contains 54154 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1321 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 58094 members 
Mstep: Class 40 contains 3147 members 
Mstep: Class 41 contains 2076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28300730.000000 Penalty: 25185.738281
Iteration 227Q: 42 clusters Score -2.830073e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1541 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 2437 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 23018 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 5520 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 29468 members 
Mstep: Class 15 contains 1980 members 
Mstep: Class 16 contains 428862 members 
Mstep: Class 17 contains 5425 members 
Mstep: Class 18 contains 6941 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 6416 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12482 members 
Mstep: Class 26 contains 1581 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12241 members 
Mstep: Class 29 contains 54886 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1320 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 700 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 58091 members 
Mstep: Class 40 contains 3190 members 
Mstep: Class 41 contains 2096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28300808.000000 Penalty: 25185.738281
Iteration 228Q: 42 clusters Score -2.830081e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1542 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 2436 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 23283 members 
Mstep: Class 9 contains 606 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 4612 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 29474 members 
Mstep: Class 15 contains 1982 members 
Mstep: Class 16 contains 427811 members 
Mstep: Class 17 contains 5422 members 
Mstep: Class 18 contains 6945 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 6446 members 
Mstep: Class 22 contains 1746 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12493 members 
Mstep: Class 26 contains 1578 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12206 members 
Mstep: Class 29 contains 55577 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1320 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 702 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 58085 members 
Mstep: Class 40 contains 3237 members 
Mstep: Class 41 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28300728.000000 Penalty: 25185.738281
Iteration 229Q: 42 clusters Score -2.830073e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1542 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 2437 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 23520 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 5545 members 
Mstep: Class 11 contains 4632 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2598 members 
Mstep: Class 14 contains 29476 members 
Mstep: Class 15 contains 1992 members 
Mstep: Class 16 contains 426754 members 
Mstep: Class 17 contains 5427 members 
Mstep: Class 18 contains 6951 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 6471 members 
Mstep: Class 22 contains 1744 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 12508 members 
Mstep: Class 26 contains 1578 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12179 members 
Mstep: Class 29 contains 56261 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 701 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 58082 members 
Mstep: Class 40 contains 3296 members 
Mstep: Class 41 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28300820.000000 Penalty: 25185.738281
Iteration 230Q: 42 clusters Score -2.830082e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1543 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 2436 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 23736 members 
Mstep: Class 9 contains 610 members 
Mstep: Class 10 contains 5552 members 
Mstep: Class 11 contains 4648 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2598 members 
Mstep: Class 14 contains 29481 members 
Mstep: Class 15 contains 2001 members 
Mstep: Class 16 contains 425704 members 
Mstep: Class 17 contains 5429 members 
Mstep: Class 18 contains 6958 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 6496 members 
Mstep: Class 22 contains 1744 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 12519 members 
Mstep: Class 26 contains 1579 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12158 members 
Mstep: Class 29 contains 56967 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1316 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 702 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 58074 members 
Mstep: Class 40 contains 3352 members 
Mstep: Class 41 contains 2139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28300920.000000 Penalty: 25185.738281
Iteration 231Q: 42 clusters Score -2.830092e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1543 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 2436 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 23949 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 5553 members 
Mstep: Class 11 contains 4668 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 14 contains 29485 members 
Mstep: Class 15 contains 2009 members 
Mstep: Class 16 contains 424689 members 
Mstep: Class 17 contains 5432 members 
Mstep: Class 18 contains 6965 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 6521 members 
Mstep: Class 22 contains 1743 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 12530 members 
Mstep: Class 26 contains 1577 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12146 members 
Mstep: Class 29 contains 57645 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1316 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 703 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 58069 members 
Mstep: Class 40 contains 3405 members 
Mstep: Class 41 contains 2148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28300948.000000 Penalty: 25185.738281
Iteration 232Q: 42 clusters Score -2.830095e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1544 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 2436 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 24150 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 5561 members 
Mstep: Class 11 contains 4676 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 14 contains 29493 members 
Mstep: Class 15 contains 2010 members 
Mstep: Class 16 contains 423666 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 6965 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 6547 members 
Mstep: Class 22 contains 1741 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 1573 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12132 members 
Mstep: Class 29 contains 58355 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1315 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 58069 members 
Mstep: Class 40 contains 3449 members 
Mstep: Class 41 contains 2166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28301016.000000 Penalty: 25185.738281
Iteration 233Q: 42 clusters Score -2.830102e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1544 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 2437 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 24357 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 5564 members 
Mstep: Class 11 contains 4687 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 14 contains 29502 members 
Mstep: Class 15 contains 2013 members 
Mstep: Class 16 contains 422629 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 6963 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 6569 members 
Mstep: Class 22 contains 1740 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 12550 members 
Mstep: Class 26 contains 1573 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12112 members 
Mstep: Class 29 contains 59075 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1315 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 58072 members 
Mstep: Class 40 contains 3495 members 
Mstep: Class 41 contains 2193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28301056.000000 Penalty: 25185.738281
Iteration 234Q: 42 clusters Score -2.830106e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1544 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 2437 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 24591 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 5577 members 
Mstep: Class 11 contains 4694 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 14 contains 29513 members 
Mstep: Class 15 contains 2019 members 
Mstep: Class 16 contains 421611 members 
Mstep: Class 17 contains 5439 members 
Mstep: Class 18 contains 6973 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 6590 members 
Mstep: Class 22 contains 1740 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 12560 members 
Mstep: Class 26 contains 1573 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12085 members 
Mstep: Class 29 contains 59743 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1315 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 705 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 58070 members 
Mstep: Class 40 contains 3539 members 
Mstep: Class 41 contains 2212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28301152.000000 Penalty: 25185.738281
Iteration 235Q: 42 clusters Score -2.830115e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1544 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 2437 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 24797 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 5585 members 
Mstep: Class 11 contains 4700 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 14 contains 29522 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 420622 members 
Mstep: Class 17 contains 5439 members 
Mstep: Class 18 contains 6976 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 6616 members 
Mstep: Class 22 contains 1740 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 12568 members 
Mstep: Class 26 contains 1573 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12062 members 
Mstep: Class 29 contains 60418 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1315 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 706 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 58072 members 
Mstep: Class 40 contains 3580 members 
Mstep: Class 41 contains 2233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28301200.000000 Penalty: 25185.738281
Iteration 236Q: 42 clusters Score -2.83012e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1544 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1587 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 2437 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 24991 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 5588 members 
Mstep: Class 11 contains 4707 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 14 contains 29532 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 419636 members 
Mstep: Class 17 contains 5443 members 
Mstep: Class 18 contains 6981 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 6635 members 
Mstep: Class 22 contains 1739 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 12569 members 
Mstep: Class 26 contains 1573 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12031 members 
Mstep: Class 29 contains 61114 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1315 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 58074 members 
Mstep: Class 40 contains 3634 members 
Mstep: Class 41 contains 2256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28301190.000000 Penalty: 25185.738281
Iteration 237Q: 42 clusters Score -2.830119e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1544 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 25186 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 5586 members 
Mstep: Class 11 contains 4709 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 14 contains 29535 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 418661 members 
Mstep: Class 17 contains 5443 members 
Mstep: Class 18 contains 6985 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 6650 members 
Mstep: Class 22 contains 1739 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 12575 members 
Mstep: Class 26 contains 1573 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11988 members 
Mstep: Class 29 contains 61837 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1314 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 58063 members 
Mstep: Class 40 contains 3694 members 
Mstep: Class 41 contains 2272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28301280.000000 Penalty: 25185.738281
Iteration 238Q: 42 clusters Score -2.830128e+07 nChanged 1333
Entering ConstructFrom: 
Score: -28301280.000000 Penalty: 25185.738281
Entering ConstructFrom: 
Trying to split cluster 1 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -84141.156250 Penalty: 348.363342
	Iteration 0F: 2 clusters Score -84141.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -82631.109375 Penalty: 696.726685
	Iteration 0F: 3 clusters Score -82631.11 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -83345.796875 Penalty: 696.726685
	Iteration 1F: 3 clusters Score -83345.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -83600.437500 Penalty: 696.726685
	Iteration 2F: 3 clusters Score -83600.44 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -83764.226562 Penalty: 696.726685
	Iteration 3F: 3 clusters Score -83764.23 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -83848.812500 Penalty: 696.726685
	Iteration 4F: 3 clusters Score -83848.81 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -83890.843750 Penalty: 696.726685
	Iteration 5Q: 3 clusters Score -83890.84 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -83916.156250 Penalty: 696.726685
	Iteration 6Q: 3 clusters Score -83916.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -83928.765625 Penalty: 696.726685
	Iteration 7Q: 3 clusters Score -83928.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -83936.234375 Penalty: 696.726685
	Iteration 8Q: 3 clusters Score -83936.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -83945.257812 Penalty: 696.726685
	Iteration 9Q: 3 clusters Score -83945.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -83951.546875 Penalty: 696.726685
	Iteration 10Q: 3 clusters Score -83951.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -83955.007812 Penalty: 696.726685
	Iteration 11Q: 3 clusters Score -83955.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -83958.078125 Penalty: 696.726685
	Iteration 12Q: 3 clusters Score -83958.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -83962.875000 Penalty: 696.726685
	Iteration 13Q: 3 clusters Score -83962.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -83967.343750 Penalty: 696.726685
	Iteration 14Q: 3 clusters Score -83967.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -83971.296875 Penalty: 696.726685
	Iteration 15Q: 3 clusters Score -83971.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -83973.554688 Penalty: 696.726685
	Iteration 16Q: 3 clusters Score -83973.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83976.578125 Penalty: 696.726685
	Iteration 17Q: 3 clusters Score -83976.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83978.140625 Penalty: 696.726685
	Iteration 18Q: 3 clusters Score -83978.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -83981.093750 Penalty: 696.726685
	Iteration 19Q: 3 clusters Score -83981.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -83984.562500 Penalty: 696.726685
	Iteration 20F: 3 clusters Score -83984.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83987.453125 Penalty: 696.726685
	Iteration 21Q: 3 clusters Score -83987.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -83988.171875 Penalty: 696.726685
	Iteration 22Q: 3 clusters Score -83988.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -83988.640625 Penalty: 696.726685
	Iteration 23Q: 3 clusters Score -83988.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -83989.773438 Penalty: 696.726685
	Iteration 24Q: 3 clusters Score -83989.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83990.523438 Penalty: 696.726685
	Iteration 25Q: 3 clusters Score -83990.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83991.507812 Penalty: 696.726685
	Iteration 26Q: 3 clusters Score -83991.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -83992.250000 Penalty: 696.726685
	Iteration 27Q: 3 clusters Score -83992.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -83992.492188 Penalty: 696.726685
	Iteration 28Q: 3 clusters Score -83992.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -83992.585938 Penalty: 696.726685
	Iteration 29Q: 3 clusters Score -83992.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -83992.585938 Penalty: 696.726685
	Iteration 30F: 3 clusters Score -83992.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -52894.222656 Penalty: 334.066986
	Iteration 0F: 2 clusters Score -52894.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -51790.441406 Penalty: 668.133972
	Iteration 0F: 3 clusters Score -51790.44 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -52220.687500 Penalty: 668.133972
	Iteration 1F: 3 clusters Score -52220.69 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -52329.406250 Penalty: 668.133972
	Iteration 2F: 3 clusters Score -52329.41 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -52415.914062 Penalty: 668.133972
	Iteration 3F: 3 clusters Score -52415.91 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -52489.136719 Penalty: 668.133972
	Iteration 4F: 3 clusters Score -52489.14 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -52553.917969 Penalty: 668.133972
	Iteration 5F: 3 clusters Score -52553.92 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -52598.636719 Penalty: 668.133972
	Iteration 6Q: 3 clusters Score -52598.64 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -52638.371094 Penalty: 668.133972
	Iteration 7Q: 3 clusters Score -52638.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -52664.382812 Penalty: 668.133972
	Iteration 8Q: 3 clusters Score -52664.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -52680.722656 Penalty: 668.133972
	Iteration 9Q: 3 clusters Score -52680.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -52685.394531 Penalty: 668.133972
	Iteration 10Q: 3 clusters Score -52685.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -52689.460938 Penalty: 668.133972
	Iteration 11Q: 3 clusters Score -52689.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -52694.621094 Penalty: 668.133972
	Iteration 12Q: 3 clusters Score -52694.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -52698.308594 Penalty: 668.133972
	Iteration 13Q: 3 clusters Score -52698.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -52705.214844 Penalty: 668.133972
	Iteration 14Q: 3 clusters Score -52705.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -52709.953125 Penalty: 668.133972
	Iteration 15Q: 3 clusters Score -52709.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -52713.746094 Penalty: 668.133972
	Iteration 16Q: 3 clusters Score -52713.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -52716.769531 Penalty: 668.133972
	Iteration 17Q: 3 clusters Score -52716.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -52723.656250 Penalty: 668.133972
	Iteration 18Q: 3 clusters Score -52723.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -52729.070312 Penalty: 668.133972
	Iteration 19Q: 3 clusters Score -52729.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -52731.449219 Penalty: 668.133972
	Iteration 20F: 3 clusters Score -52731.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -52734.210938 Penalty: 668.133972
	Iteration 21Q: 3 clusters Score -52734.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -52738.089844 Penalty: 668.133972
	Iteration 22Q: 3 clusters Score -52738.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -52740.894531 Penalty: 668.133972
	Iteration 23Q: 3 clusters Score -52740.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -52742.062500 Penalty: 668.133972
	Iteration 24Q: 3 clusters Score -52742.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -52743.089844 Penalty: 668.133972
	Iteration 25Q: 3 clusters Score -52743.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -52743.371094 Penalty: 668.133972
	Iteration 26Q: 3 clusters Score -52743.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -52743.648438 Penalty: 668.133972
	Iteration 27Q: 3 clusters Score -52743.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -52743.832031 Penalty: 668.133972
	Iteration 28Q: 3 clusters Score -52743.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -52743.898438 Penalty: 668.133972
	Iteration 29Q: 3 clusters Score -52743.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -52743.898438 Penalty: 668.133972
	Iteration 30F: 3 clusters Score -52743.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Entering Unmasked Estep 
Score: -56052.164062 Penalty: 334.565216
	Iteration 0F: 2 clusters Score -56052.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -54897.449219 Penalty: 669.130432
	Iteration 0F: 3 clusters Score -54897.45 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -55375.039062 Penalty: 669.130432
	Iteration 1F: 3 clusters Score -55375.04 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -55518.226562 Penalty: 669.130432
	Iteration 2F: 3 clusters Score -55518.23 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -55659.636719 Penalty: 669.130432
	Iteration 3F: 3 clusters Score -55659.64 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -55796.582031 Penalty: 669.130432
	Iteration 4F: 3 clusters Score -55796.58 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -55896.835938 Penalty: 669.130432
	Iteration 5F: 3 clusters Score -55896.84 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -55956.222656 Penalty: 669.130432
	Iteration 6Q: 3 clusters Score -55956.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -55983.328125 Penalty: 669.130432
	Iteration 7Q: 3 clusters Score -55983.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -55996.019531 Penalty: 669.130432
	Iteration 8Q: 3 clusters Score -55996.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -56001.496094 Penalty: 669.130432
	Iteration 9Q: 3 clusters Score -56001.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -56003.871094 Penalty: 669.130432
	Iteration 10Q: 3 clusters Score -56003.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -56004.882812 Penalty: 669.130432
	Iteration 11Q: 3 clusters Score -56004.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -56005.613281 Penalty: 669.130432
	Iteration 12Q: 3 clusters Score -56005.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -56006.109375 Penalty: 669.130432
	Iteration 13Q: 3 clusters Score -56006.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -56006.859375 Penalty: 669.130432
	Iteration 14Q: 3 clusters Score -56006.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -56007.730469 Penalty: 669.130432
	Iteration 15Q: 3 clusters Score -56007.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -56008.339844 Penalty: 669.130432
	Iteration 16Q: 3 clusters Score -56008.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -56008.339844 Penalty: 669.130432
	Iteration 17F: 3 clusters Score -56008.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -64529.906250 Penalty: 335.374146
	Iteration 0F: 2 clusters Score -64529.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -63318.332031 Penalty: 670.748291
	Iteration 0F: 3 clusters Score -63318.33 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -63750.164062 Penalty: 670.748291
	Iteration 1F: 3 clusters Score -63750.16 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -63848.675781 Penalty: 670.748291
	Iteration 2F: 3 clusters Score -63848.68 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -63947.804688 Penalty: 670.748291
	Iteration 3F: 3 clusters Score -63947.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -64014.578125 Penalty: 670.748291
	Iteration 4F: 3 clusters Score -64014.58 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -64071.390625 Penalty: 670.748291
	Iteration 5F: 3 clusters Score -64071.39 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -64107.125000 Penalty: 670.748291
	Iteration 6Q: 3 clusters Score -64107.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -64136.917969 Penalty: 670.748291
	Iteration 7Q: 3 clusters Score -64136.92 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -64157.695312 Penalty: 670.748291
	Iteration 8Q: 3 clusters Score -64157.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -64183.664062 Penalty: 670.748291
	Iteration 9Q: 3 clusters Score -64183.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64207.433594 Penalty: 670.748291
	Iteration 10Q: 3 clusters Score -64207.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64223.066406 Penalty: 670.748291
	Iteration 11Q: 3 clusters Score -64223.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64229.855469 Penalty: 670.748291
	Iteration 12Q: 3 clusters Score -64229.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64239.242188 Penalty: 670.748291
	Iteration 13Q: 3 clusters Score -64239.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64246.175781 Penalty: 670.748291
	Iteration 14Q: 3 clusters Score -64246.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64249.035156 Penalty: 670.748291
	Iteration 15Q: 3 clusters Score -64249.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -64250.398438 Penalty: 670.748291
	Iteration 16Q: 3 clusters Score -64250.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -64250.730469 Penalty: 670.748291
	Iteration 17Q: 3 clusters Score -64250.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64251.117188 Penalty: 670.748291
	Iteration 18Q: 3 clusters Score -64251.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64252.152344 Penalty: 670.748291
	Iteration 19Q: 3 clusters Score -64252.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64252.152344 Penalty: 670.748291
	Iteration 20F: 3 clusters Score -64252.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Entering Unmasked Estep 
Score: -1014536.875000 Penalty: 463.460999
	Iteration 0F: 2 clusters Score -1014537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -996905.562500 Penalty: 926.921997
	Iteration 0F: 3 clusters Score -996905.6 nChanged 12686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1004462.125000 Penalty: 926.921997
	Iteration 1F: 3 clusters Score -1004462 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1005107.687500 Penalty: 926.921997
	Iteration 2F: 3 clusters Score -1005108 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1005866.437500 Penalty: 926.921997
	Iteration 3F: 3 clusters Score -1005866 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1006742.312500 Penalty: 926.921997
	Iteration 4F: 3 clusters Score -1006742 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1007730.437500 Penalty: 926.921997
	Iteration 5F: 3 clusters Score -1007730 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1008769.875000 Penalty: 926.921997
	Iteration 6F: 3 clusters Score -1008770 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1009916.437500 Penalty: 926.921997
	Iteration 7F: 3 clusters Score -1009916 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1011085.750000 Penalty: 926.921997
	Iteration 8F: 3 clusters Score -1011086 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1012153.062500 Penalty: 926.921997
	Iteration 9Q: 3 clusters Score -1012153 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1013060.937500 Penalty: 926.921997
	Iteration 10Q: 3 clusters Score -1013061 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1013629.062500 Penalty: 926.921997
	Iteration 11Q: 3 clusters Score -1013629 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1013939.000000 Penalty: 926.921997
	Iteration 12Q: 3 clusters Score -1013939 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1014105.500000 Penalty: 926.921997
	Iteration 13Q: 3 clusters Score -1014106 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1014174.000000 Penalty: 926.921997
	Iteration 14Q: 3 clusters Score -1014174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1014235.750000 Penalty: 926.921997
	Iteration 15Q: 3 clusters Score -1014236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1014278.000000 Penalty: 926.921997
	Iteration 16Q: 3 clusters Score -1014278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1014320.812500 Penalty: 926.921997
	Iteration 17Q: 3 clusters Score -1014321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1014348.250000 Penalty: 926.921997
	Iteration 18Q: 3 clusters Score -1014348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1014356.500000 Penalty: 926.921997
	Iteration 19Q: 3 clusters Score -1014356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1014364.562500 Penalty: 926.921997
	Iteration 20F: 3 clusters Score -1014365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1014370.500000 Penalty: 926.921997
	Iteration 21Q: 3 clusters Score -1014370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1014373.437500 Penalty: 926.921997
	Iteration 22Q: 3 clusters Score -1014373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1014379.625000 Penalty: 926.921997
	Iteration 23Q: 3 clusters Score -1014380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1014382.812500 Penalty: 926.921997
	Iteration 24Q: 3 clusters Score -1014383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1014388.812500 Penalty: 926.921997
	Iteration 25Q: 3 clusters Score -1014389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1014392.250000 Penalty: 926.921997
	Iteration 26Q: 3 clusters Score -1014392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1014391.875000 Penalty: 926.921997
	Iteration 27Q: 3 clusters Score -1014392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1014392.937500 Penalty: 926.921997
	Iteration 28Q: 3 clusters Score -1014393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1014392.937500 Penalty: 926.921997
	Iteration 29F: 3 clusters Score -1014393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Entering Unmasked Estep 
Score: -94966.000000 Penalty: 354.851471
	Iteration 0F: 2 clusters Score -94966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -93249.304688 Penalty: 709.702942
	Iteration 0F: 3 clusters Score -93249.3 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -93863.468750 Penalty: 709.702942
	Iteration 1F: 3 clusters Score -93863.47 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -93988.046875 Penalty: 709.702942
	Iteration 2F: 3 clusters Score -93988.05 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -94111.914062 Penalty: 709.702942
	Iteration 3F: 3 clusters Score -94111.91 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -94230.429688 Penalty: 709.702942
	Iteration 4F: 3 clusters Score -94230.43 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -94295.500000 Penalty: 709.702942
	Iteration 5Q: 3 clusters Score -94295.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -94342.500000 Penalty: 709.702942
	Iteration 6Q: 3 clusters Score -94342.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -94380.445312 Penalty: 709.702942
	Iteration 7Q: 3 clusters Score -94380.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -94401.171875 Penalty: 709.702942
	Iteration 8Q: 3 clusters Score -94401.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -94412.539062 Penalty: 709.702942
	Iteration 9Q: 3 clusters Score -94412.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -94417.656250 Penalty: 709.702942
	Iteration 10Q: 3 clusters Score -94417.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -94421.789062 Penalty: 709.702942
	Iteration 11Q: 3 clusters Score -94421.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -94425.664062 Penalty: 709.702942
	Iteration 12Q: 3 clusters Score -94425.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -94428.507812 Penalty: 709.702942
	Iteration 13Q: 3 clusters Score -94428.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -94431.531250 Penalty: 709.702942
	Iteration 14Q: 3 clusters Score -94431.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -94433.843750 Penalty: 709.702942
	Iteration 15Q: 3 clusters Score -94433.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -94437.359375 Penalty: 709.702942
	Iteration 16Q: 3 clusters Score -94437.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -94442.109375 Penalty: 709.702942
	Iteration 17Q: 3 clusters Score -94442.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -94450.296875 Penalty: 709.702942
	Iteration 18Q: 3 clusters Score -94450.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -94460.398438 Penalty: 709.702942
	Iteration 19Q: 3 clusters Score -94460.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -94468.695312 Penalty: 709.702942
	Iteration 20F: 3 clusters Score -94468.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -94473.273438 Penalty: 709.702942
	Iteration 21Q: 3 clusters Score -94473.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -94478.570312 Penalty: 709.702942
	Iteration 22Q: 3 clusters Score -94478.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -94483.093750 Penalty: 709.702942
	Iteration 23Q: 3 clusters Score -94483.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -94489.718750 Penalty: 709.702942
	Iteration 24Q: 3 clusters Score -94489.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -94495.281250 Penalty: 709.702942
	Iteration 25Q: 3 clusters Score -94495.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -94500.148438 Penalty: 709.702942
	Iteration 26Q: 3 clusters Score -94500.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -94502.851562 Penalty: 709.702942
	Iteration 27Q: 3 clusters Score -94502.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -94505.156250 Penalty: 709.702942
	Iteration 28Q: 3 clusters Score -94505.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -94508.781250 Penalty: 709.702942
	Iteration 29Q: 3 clusters Score -94508.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -94510.507812 Penalty: 709.702942
	Iteration 30Q: 3 clusters Score -94510.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -94513.406250 Penalty: 709.702942
	Iteration 31Q: 3 clusters Score -94513.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -94517.375000 Penalty: 709.702942
	Iteration 32Q: 3 clusters Score -94517.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -94521.460938 Penalty: 709.702942
	Iteration 33Q: 3 clusters Score -94521.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -94527.523438 Penalty: 709.702942
	Iteration 34Q: 3 clusters Score -94527.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -94533.234375 Penalty: 709.702942
	Iteration 35Q: 3 clusters Score -94533.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -94536.789062 Penalty: 709.702942
	Iteration 36Q: 3 clusters Score -94536.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -94541.695312 Penalty: 709.702942
	Iteration 37Q: 3 clusters Score -94541.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -94544.859375 Penalty: 709.702942
	Iteration 38Q: 3 clusters Score -94544.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -94546.765625 Penalty: 709.702942
	Iteration 39Q: 3 clusters Score -94546.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -94548.562500 Penalty: 709.702942
	Iteration 40F: 3 clusters Score -94548.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -94549.546875 Penalty: 709.702942
	Iteration 41Q: 3 clusters Score -94549.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -94550.351562 Penalty: 709.702942
	Iteration 42Q: 3 clusters Score -94550.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -94551.140625 Penalty: 709.702942
	Iteration 43Q: 3 clusters Score -94551.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -94551.140625 Penalty: 709.702942
	Iteration 44F: 3 clusters Score -94551.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Entering Unmasked Estep 
Score: -140799.906250 Penalty: 371.807770
	Iteration 0F: 2 clusters Score -140799.9 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 1817 members 
Entering Unmasked Estep 
Score: -138415.140625 Penalty: 743.615540
	Iteration 0F: 3 clusters Score -138415.1 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -139325.515625 Penalty: 743.615540
	Iteration 1F: 3 clusters Score -139325.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -139479.046875 Penalty: 743.615540
	Iteration 2F: 3 clusters Score -139479 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -139643.156250 Penalty: 743.615540
	Iteration 3F: 3 clusters Score -139643.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -139816.750000 Penalty: 743.615540
	Iteration 4F: 3 clusters Score -139816.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -139981.406250 Penalty: 743.615540
	Iteration 5F: 3 clusters Score -139981.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -140116.062500 Penalty: 743.615540
	Iteration 6F: 3 clusters Score -140116.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -140220.015625 Penalty: 743.615540
	Iteration 7Q: 3 clusters Score -140220 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -140300.843750 Penalty: 743.615540
	Iteration 8Q: 3 clusters Score -140300.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -140355.281250 Penalty: 743.615540
	Iteration 9Q: 3 clusters Score -140355.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -140385.296875 Penalty: 743.615540
	Iteration 10Q: 3 clusters Score -140385.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -140406.109375 Penalty: 743.615540
	Iteration 11Q: 3 clusters Score -140406.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -140420.562500 Penalty: 743.615540
	Iteration 12Q: 3 clusters Score -140420.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -140435.796875 Penalty: 743.615540
	Iteration 13Q: 3 clusters Score -140435.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -140446.609375 Penalty: 743.615540
	Iteration 14Q: 3 clusters Score -140446.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -140454.859375 Penalty: 743.615540
	Iteration 15Q: 3 clusters Score -140454.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -140457.765625 Penalty: 743.615540
	Iteration 16Q: 3 clusters Score -140457.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -140460.593750 Penalty: 743.615540
	Iteration 17Q: 3 clusters Score -140460.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -140462.843750 Penalty: 743.615540
	Iteration 18Q: 3 clusters Score -140462.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -140465.531250 Penalty: 743.615540
	Iteration 19Q: 3 clusters Score -140465.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -140468.375000 Penalty: 743.615540
	Iteration 20F: 3 clusters Score -140468.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -140472.203125 Penalty: 743.615540
	Iteration 21Q: 3 clusters Score -140472.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -140474.609375 Penalty: 743.615540
	Iteration 22Q: 3 clusters Score -140474.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -140476.265625 Penalty: 743.615540
	Iteration 23Q: 3 clusters Score -140476.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -140477.609375 Penalty: 743.615540
	Iteration 24Q: 3 clusters Score -140477.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -140477.750000 Penalty: 743.615540
	Iteration 25Q: 3 clusters Score -140477.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -140477.828125 Penalty: 743.615540
	Iteration 26Q: 3 clusters Score -140477.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -140477.828125 Penalty: 743.615540
	Iteration 27F: 3 clusters Score -140477.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Entering Unmasked Estep 
Score: -1047938.312500 Penalty: 461.439148
	Iteration 0F: 2 clusters Score -1047938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1031042.812500 Penalty: 922.878296
	Iteration 0F: 3 clusters Score -1031043 nChanged 12046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1038003.312500 Penalty: 922.878296
	Iteration 1F: 3 clusters Score -1038003 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1038271.625000 Penalty: 922.878296
	Iteration 2Q: 3 clusters Score -1038272 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1038616.937500 Penalty: 922.878296
	Iteration 3Q: 3 clusters Score -1038617 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1039147.937500 Penalty: 922.878296
	Iteration 4Q: 3 clusters Score -1039148 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1039950.500000 Penalty: 922.878296
	Iteration 5F: 3 clusters Score -1039950 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1041167.937500 Penalty: 922.878296
	Iteration 6F: 3 clusters Score -1041168 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1042625.125000 Penalty: 922.878296
	Iteration 7F: 3 clusters Score -1042625 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1044101.062500 Penalty: 922.878296
	Iteration 8F: 3 clusters Score -1044101 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1045329.062500 Penalty: 922.878296
	Iteration 9F: 3 clusters Score -1045329 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1046191.312500 Penalty: 922.878296
	Iteration 10Q: 3 clusters Score -1046191 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1046734.125000 Penalty: 922.878296
	Iteration 11Q: 3 clusters Score -1046734 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1047077.437500 Penalty: 922.878296
	Iteration 12Q: 3 clusters Score -1047077 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1047264.937500 Penalty: 922.878296
	Iteration 13Q: 3 clusters Score -1047265 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1047379.812500 Penalty: 922.878296
	Iteration 14Q: 3 clusters Score -1047380 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1047440.562500 Penalty: 922.878296
	Iteration 15Q: 3 clusters Score -1047441 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1047478.000000 Penalty: 922.878296
	Iteration 16Q: 3 clusters Score -1047478 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1047509.375000 Penalty: 922.878296
	Iteration 17Q: 3 clusters Score -1047509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1047526.687500 Penalty: 922.878296
	Iteration 18Q: 3 clusters Score -1047527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1047536.250000 Penalty: 922.878296
	Iteration 19Q: 3 clusters Score -1047536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1047543.687500 Penalty: 922.878296
	Iteration 20F: 3 clusters Score -1047544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -1047550.875000 Penalty: 922.878296
	Iteration 21Q: 3 clusters Score -1047551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1047553.187500 Penalty: 922.878296
	Iteration 22Q: 3 clusters Score -1047553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -1047555.562500 Penalty: 922.878296
	Iteration 23Q: 3 clusters Score -1047556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1047559.812500 Penalty: 922.878296
	Iteration 24Q: 3 clusters Score -1047560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1047560.250000 Penalty: 922.878296
	Iteration 25Q: 3 clusters Score -1047560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1047561.000000 Penalty: 922.878296
	Iteration 26Q: 3 clusters Score -1047561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1047561.000000 Penalty: 922.878296
	Iteration 27F: 3 clusters Score -1047561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -20707.746094 Penalty: 292.183807
	Iteration 0F: 2 clusters Score -20707.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -20191.142578 Penalty: 584.367615
	Iteration 0F: 3 clusters Score -20191.14 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20417.203125 Penalty: 584.367615
	Iteration 1F: 3 clusters Score -20417.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20476.953125 Penalty: 584.367615
	Iteration 2F: 3 clusters Score -20476.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20508.154297 Penalty: 584.367615
	Iteration 3Q: 3 clusters Score -20508.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20528.550781 Penalty: 584.367615
	Iteration 4Q: 3 clusters Score -20528.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20541.591797 Penalty: 584.367615
	Iteration 5Q: 3 clusters Score -20541.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20560.986328 Penalty: 584.367615
	Iteration 6Q: 3 clusters Score -20560.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20569.601562 Penalty: 584.367615
	Iteration 7Q: 3 clusters Score -20569.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -20571.587891 Penalty: 584.367615
	Iteration 8Q: 3 clusters Score -20571.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20574.222656 Penalty: 584.367615
	Iteration 9Q: 3 clusters Score -20574.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20579.470703 Penalty: 584.367615
	Iteration 10Q: 3 clusters Score -20579.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20583.263672 Penalty: 584.367615
	Iteration 11Q: 3 clusters Score -20583.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20585.437500 Penalty: 584.367615
	Iteration 12Q: 3 clusters Score -20585.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20588.734375 Penalty: 584.367615
	Iteration 13Q: 3 clusters Score -20588.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20589.353516 Penalty: 584.367615
	Iteration 14Q: 3 clusters Score -20589.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20589.806641 Penalty: 584.367615
	Iteration 15Q: 3 clusters Score -20589.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20589.806641 Penalty: 584.367615
	Iteration 16F: 3 clusters Score -20589.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Entering Unmasked Estep 
Score: -220128.437500 Penalty: 392.599274
	Iteration 0F: 2 clusters Score -220128.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -216366.671875 Penalty: 785.198547
	Iteration 0F: 3 clusters Score -216366.7 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -217952.546875 Penalty: 785.198547
	Iteration 1F: 3 clusters Score -217952.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -218297.968750 Penalty: 785.198547
	Iteration 2F: 3 clusters Score -218298 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -218612.531250 Penalty: 785.198547
	Iteration 3F: 3 clusters Score -218612.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -218902.640625 Penalty: 785.198547
	Iteration 4F: 3 clusters Score -218902.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -219121.515625 Penalty: 785.198547
	Iteration 5F: 3 clusters Score -219121.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -219255.671875 Penalty: 785.198547
	Iteration 6Q: 3 clusters Score -219255.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -219342.906250 Penalty: 785.198547
	Iteration 7Q: 3 clusters Score -219342.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -219389.875000 Penalty: 785.198547
	Iteration 8Q: 3 clusters Score -219389.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -219429.718750 Penalty: 785.198547
	Iteration 9Q: 3 clusters Score -219429.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -219464.296875 Penalty: 785.198547
	Iteration 10Q: 3 clusters Score -219464.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -219490.968750 Penalty: 785.198547
	Iteration 11Q: 3 clusters Score -219491 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -219510.734375 Penalty: 785.198547
	Iteration 12Q: 3 clusters Score -219510.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -219530.125000 Penalty: 785.198547
	Iteration 13Q: 3 clusters Score -219530.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -219553.921875 Penalty: 785.198547
	Iteration 14Q: 3 clusters Score -219553.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -219582.750000 Penalty: 785.198547
	Iteration 15Q: 3 clusters Score -219582.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -219605.390625 Penalty: 785.198547
	Iteration 16Q: 3 clusters Score -219605.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -219618.937500 Penalty: 785.198547
	Iteration 17Q: 3 clusters Score -219618.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -219633.718750 Penalty: 785.198547
	Iteration 18Q: 3 clusters Score -219633.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -219645.156250 Penalty: 785.198547
	Iteration 19Q: 3 clusters Score -219645.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -219655.562500 Penalty: 785.198547
	Iteration 20F: 3 clusters Score -219655.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -219664.000000 Penalty: 785.198547
	Iteration 21Q: 3 clusters Score -219664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -219670.562500 Penalty: 785.198547
	Iteration 22Q: 3 clusters Score -219670.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -219679.078125 Penalty: 785.198547
	Iteration 23Q: 3 clusters Score -219679.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -219685.750000 Penalty: 785.198547
	Iteration 24Q: 3 clusters Score -219685.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -219693.093750 Penalty: 785.198547
	Iteration 25Q: 3 clusters Score -219693.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -219700.906250 Penalty: 785.198547
	Iteration 26Q: 3 clusters Score -219700.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -219707.125000 Penalty: 785.198547
	Iteration 27Q: 3 clusters Score -219707.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -219711.468750 Penalty: 785.198547
	Iteration 28Q: 3 clusters Score -219711.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -219714.890625 Penalty: 785.198547
	Iteration 29Q: 3 clusters Score -219714.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -219718.343750 Penalty: 785.198547
	Iteration 30Q: 3 clusters Score -219718.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -219720.562500 Penalty: 785.198547
	Iteration 31Q: 3 clusters Score -219720.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -219721.312500 Penalty: 785.198547
	Iteration 32Q: 3 clusters Score -219721.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -219724.437500 Penalty: 785.198547
	Iteration 33Q: 3 clusters Score -219724.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -219726.578125 Penalty: 785.198547
	Iteration 34Q: 3 clusters Score -219726.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -219728.796875 Penalty: 785.198547
	Iteration 35Q: 3 clusters Score -219728.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -219732.140625 Penalty: 785.198547
	Iteration 36Q: 3 clusters Score -219732.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -219736.343750 Penalty: 785.198547
	Iteration 37Q: 3 clusters Score -219736.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -219741.156250 Penalty: 785.198547
	Iteration 38Q: 3 clusters Score -219741.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -219747.140625 Penalty: 785.198547
	Iteration 39Q: 3 clusters Score -219747.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -219753.843750 Penalty: 785.198547
	Iteration 40F: 3 clusters Score -219753.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -219757.234375 Penalty: 785.198547
	Iteration 41Q: 3 clusters Score -219757.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -219761.531250 Penalty: 785.198547
	Iteration 42Q: 3 clusters Score -219761.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -219767.828125 Penalty: 785.198547
	Iteration 43Q: 3 clusters Score -219767.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -219775.515625 Penalty: 785.198547
	Iteration 44Q: 3 clusters Score -219775.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -219781.015625 Penalty: 785.198547
	Iteration 45Q: 3 clusters Score -219781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -219784.515625 Penalty: 785.198547
	Iteration 46Q: 3 clusters Score -219784.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -219786.890625 Penalty: 785.198547
	Iteration 47Q: 3 clusters Score -219786.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -219791.187500 Penalty: 785.198547
	Iteration 48Q: 3 clusters Score -219791.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -219795.125000 Penalty: 785.198547
	Iteration 49Q: 3 clusters Score -219795.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -219798.031250 Penalty: 785.198547
	Iteration 50Q: 3 clusters Score -219798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -219801.843750 Penalty: 785.198547
	Iteration 51Q: 3 clusters Score -219801.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -219804.859375 Penalty: 785.198547
	Iteration 52Q: 3 clusters Score -219804.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -219808.406250 Penalty: 785.198547
	Iteration 53Q: 3 clusters Score -219808.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -219811.640625 Penalty: 785.198547
	Iteration 54Q: 3 clusters Score -219811.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -219814.203125 Penalty: 785.198547
	Iteration 55Q: 3 clusters Score -219814.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -219816.109375 Penalty: 785.198547
	Iteration 56Q: 3 clusters Score -219816.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -219816.734375 Penalty: 785.198547
	Iteration 57Q: 3 clusters Score -219816.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -219816.750000 Penalty: 785.198547
	Iteration 58Q: 3 clusters Score -219816.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -219816.703125 Penalty: 785.198547
	Iteration 59Q: 3 clusters Score -219816.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -219817.453125 Penalty: 785.198547
	Iteration 60F: 3 clusters Score -219817.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -219818.578125 Penalty: 785.198547
	Iteration 61Q: 3 clusters Score -219818.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -219819.437500 Penalty: 785.198547
	Iteration 62Q: 3 clusters Score -219819.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -219819.890625 Penalty: 785.198547
	Iteration 63Q: 3 clusters Score -219819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -219820.031250 Penalty: 785.198547
	Iteration 64Q: 3 clusters Score -219820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -219819.890625 Penalty: 785.198547
	Iteration 65Q: 3 clusters Score -219819.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -219820.468750 Penalty: 785.198547
	Iteration 66Q: 3 clusters Score -219820.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -219820.468750 Penalty: 785.198547
	Iteration 67F: 3 clusters Score -219820.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Entering Unmasked Estep 
Score: -191215.109375 Penalty: 384.861908
	Iteration 0F: 2 clusters Score -191215.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -188052.968750 Penalty: 769.723816
	Iteration 0F: 3 clusters Score -188053 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -189452.453125 Penalty: 769.723816
	Iteration 1F: 3 clusters Score -189452.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -189913.734375 Penalty: 769.723816
	Iteration 2F: 3 clusters Score -189913.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -190357.625000 Penalty: 769.723816
	Iteration 3F: 3 clusters Score -190357.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -190648.468750 Penalty: 769.723816
	Iteration 4F: 3 clusters Score -190648.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -190796.593750 Penalty: 769.723816
	Iteration 5Q: 3 clusters Score -190796.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -190866.406250 Penalty: 769.723816
	Iteration 6Q: 3 clusters Score -190866.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -190903.796875 Penalty: 769.723816
	Iteration 7Q: 3 clusters Score -190903.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -190922.687500 Penalty: 769.723816
	Iteration 8Q: 3 clusters Score -190922.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -190937.562500 Penalty: 769.723816
	Iteration 9Q: 3 clusters Score -190937.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -190947.859375 Penalty: 769.723816
	Iteration 10Q: 3 clusters Score -190947.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -190952.281250 Penalty: 769.723816
	Iteration 11Q: 3 clusters Score -190952.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -190954.015625 Penalty: 769.723816
	Iteration 12Q: 3 clusters Score -190954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -190955.718750 Penalty: 769.723816
	Iteration 13Q: 3 clusters Score -190955.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -190958.421875 Penalty: 769.723816
	Iteration 14Q: 3 clusters Score -190958.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -190959.750000 Penalty: 769.723816
	Iteration 15Q: 3 clusters Score -190959.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -190961.484375 Penalty: 769.723816
	Iteration 16Q: 3 clusters Score -190961.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -190963.359375 Penalty: 769.723816
	Iteration 17Q: 3 clusters Score -190963.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -190963.656250 Penalty: 769.723816
	Iteration 18Q: 3 clusters Score -190963.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -190964.078125 Penalty: 769.723816
	Iteration 19Q: 3 clusters Score -190964.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -190963.968750 Penalty: 769.723816
	Iteration 20F: 3 clusters Score -190964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -190964.906250 Penalty: 769.723816
	Iteration 21Q: 3 clusters Score -190964.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -190965.531250 Penalty: 769.723816
	Iteration 22Q: 3 clusters Score -190965.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -190966.421875 Penalty: 769.723816
	Iteration 23Q: 3 clusters Score -190966.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -190967.000000 Penalty: 769.723816
	Iteration 24Q: 3 clusters Score -190967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -190967.843750 Penalty: 769.723816
	Iteration 25Q: 3 clusters Score -190967.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -190972.734375 Penalty: 769.723816
	Iteration 26Q: 3 clusters Score -190972.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -190978.953125 Penalty: 769.723816
	Iteration 27Q: 3 clusters Score -190979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -190982.531250 Penalty: 769.723816
	Iteration 28Q: 3 clusters Score -190982.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -190983.609375 Penalty: 769.723816
	Iteration 29Q: 3 clusters Score -190983.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -190984.765625 Penalty: 769.723816
	Iteration 30Q: 3 clusters Score -190984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -190985.125000 Penalty: 769.723816
	Iteration 31Q: 3 clusters Score -190985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -190984.968750 Penalty: 769.723816
	Iteration 32Q: 3 clusters Score -190985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -190984.968750 Penalty: 769.723816
	Iteration 33F: 3 clusters Score -190985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -86577.820312 Penalty: 347.909088
	Iteration 0F: 2 clusters Score -86577.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -85109.984375 Penalty: 695.818176
	Iteration 0F: 3 clusters Score -85109.98 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -85637.414062 Penalty: 695.818176
	Iteration 1F: 3 clusters Score -85637.41 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -85750.570312 Penalty: 695.818176
	Iteration 2F: 3 clusters Score -85750.57 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -85844.656250 Penalty: 695.818176
	Iteration 3F: 3 clusters Score -85844.66 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -85915.382812 Penalty: 695.818176
	Iteration 4F: 3 clusters Score -85915.38 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -85987.976562 Penalty: 695.818176
	Iteration 5Q: 3 clusters Score -85987.98 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -86068.937500 Penalty: 695.818176
	Iteration 6Q: 3 clusters Score -86068.94 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -86138.078125 Penalty: 695.818176
	Iteration 7Q: 3 clusters Score -86138.08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -86200.679688 Penalty: 695.818176
	Iteration 8Q: 3 clusters Score -86200.68 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -86260.687500 Penalty: 695.818176
	Iteration 9Q: 3 clusters Score -86260.69 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -86316.109375 Penalty: 695.818176
	Iteration 10Q: 3 clusters Score -86316.11 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -86358.023438 Penalty: 695.818176
	Iteration 11Q: 3 clusters Score -86358.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -86407.539062 Penalty: 695.818176
	Iteration 12Q: 3 clusters Score -86407.54 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -86448.921875 Penalty: 695.818176
	Iteration 13Q: 3 clusters Score -86448.92 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -86469.039062 Penalty: 695.818176
	Iteration 14Q: 3 clusters Score -86469.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -86475.945312 Penalty: 695.818176
	Iteration 15Q: 3 clusters Score -86475.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -86478.609375 Penalty: 695.818176
	Iteration 16Q: 3 clusters Score -86478.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -86479.468750 Penalty: 695.818176
	Iteration 17Q: 3 clusters Score -86479.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -86479.781250 Penalty: 695.818176
	Iteration 18Q: 3 clusters Score -86479.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -86479.828125 Penalty: 695.818176
	Iteration 19Q: 3 clusters Score -86479.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -86479.828125 Penalty: 695.818176
	Iteration 20F: 3 clusters Score -86479.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Entering Unmasked Estep 
Score: -106366.992188 Penalty: 357.726105
	Iteration 0F: 2 clusters Score -106367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -104543.468750 Penalty: 715.452209
	Iteration 0F: 3 clusters Score -104543.5 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -105194.960938 Penalty: 715.452209
	Iteration 1F: 3 clusters Score -105195 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -105290.476562 Penalty: 715.452209
	Iteration 2F: 3 clusters Score -105290.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -105364.593750 Penalty: 715.452209
	Iteration 3F: 3 clusters Score -105364.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -105423.882812 Penalty: 715.452209
	Iteration 4F: 3 clusters Score -105423.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -105471.156250 Penalty: 715.452209
	Iteration 5Q: 3 clusters Score -105471.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -105503.242188 Penalty: 715.452209
	Iteration 6Q: 3 clusters Score -105503.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -105530.203125 Penalty: 715.452209
	Iteration 7Q: 3 clusters Score -105530.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -105573.203125 Penalty: 715.452209
	Iteration 8Q: 3 clusters Score -105573.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -105611.062500 Penalty: 715.452209
	Iteration 9Q: 3 clusters Score -105611.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -105638.304688 Penalty: 715.452209
	Iteration 10Q: 3 clusters Score -105638.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -105662.492188 Penalty: 715.452209
	Iteration 11Q: 3 clusters Score -105662.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -105688.242188 Penalty: 715.452209
	Iteration 12Q: 3 clusters Score -105688.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -105708.703125 Penalty: 715.452209
	Iteration 13Q: 3 clusters Score -105708.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -105722.007812 Penalty: 715.452209
	Iteration 14Q: 3 clusters Score -105722 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -105745.335938 Penalty: 715.452209
	Iteration 15Q: 3 clusters Score -105745.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -105774.257812 Penalty: 715.452209
	Iteration 16Q: 3 clusters Score -105774.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -105800.804688 Penalty: 715.452209
	Iteration 17Q: 3 clusters Score -105800.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -105831.679688 Penalty: 715.452209
	Iteration 18Q: 3 clusters Score -105831.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -105866.570312 Penalty: 715.452209
	Iteration 19Q: 3 clusters Score -105866.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -105900.484375 Penalty: 715.452209
	Iteration 20F: 3 clusters Score -105900.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -105940.351562 Penalty: 715.452209
	Iteration 21Q: 3 clusters Score -105940.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -105984.656250 Penalty: 715.452209
	Iteration 22Q: 3 clusters Score -105984.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -106012.984375 Penalty: 715.452209
	Iteration 23Q: 3 clusters Score -106013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -106027.187500 Penalty: 715.452209
	Iteration 24Q: 3 clusters Score -106027.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -106038.554688 Penalty: 715.452209
	Iteration 25Q: 3 clusters Score -106038.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -106053.460938 Penalty: 715.452209
	Iteration 26Q: 3 clusters Score -106053.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -106064.343750 Penalty: 715.452209
	Iteration 27Q: 3 clusters Score -106064.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -106069.195312 Penalty: 715.452209
	Iteration 28Q: 3 clusters Score -106069.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -106069.882812 Penalty: 715.452209
	Iteration 29Q: 3 clusters Score -106069.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -106070.640625 Penalty: 715.452209
	Iteration 30Q: 3 clusters Score -106070.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -106070.640625 Penalty: 715.452209
	Iteration 31F: 3 clusters Score -106070.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Entering Unmasked Estep 
Score: -1200597.875000 Penalty: 468.351196
	Iteration 0F: 2 clusters Score -1200598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1180788.750000 Penalty: 936.702393
	Iteration 0F: 3 clusters Score -1180789 nChanged 14046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1189481.750000 Penalty: 936.702393
	Iteration 1F: 3 clusters Score -1189482 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1190276.875000 Penalty: 936.702393
	Iteration 2F: 3 clusters Score -1190277 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1191504.625000 Penalty: 936.702393
	Iteration 3F: 3 clusters Score -1191505 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1193057.125000 Penalty: 936.702393
	Iteration 4F: 3 clusters Score -1193057 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1194644.375000 Penalty: 936.702393
	Iteration 5F: 3 clusters Score -1194644 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1195902.500000 Penalty: 936.702393
	Iteration 6F: 3 clusters Score -1195902 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1196699.500000 Penalty: 936.702393
	Iteration 7Q: 3 clusters Score -1196700 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1197166.000000 Penalty: 936.702393
	Iteration 8Q: 3 clusters Score -1197166 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1197479.125000 Penalty: 936.702393
	Iteration 9Q: 3 clusters Score -1197479 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1197762.875000 Penalty: 936.702393
	Iteration 10Q: 3 clusters Score -1197763 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1197994.125000 Penalty: 936.702393
	Iteration 11Q: 3 clusters Score -1197994 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1198200.750000 Penalty: 936.702393
	Iteration 12Q: 3 clusters Score -1198201 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1198392.500000 Penalty: 936.702393
	Iteration 13Q: 3 clusters Score -1198392 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1198570.125000 Penalty: 936.702393
	Iteration 14Q: 3 clusters Score -1198570 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1198750.250000 Penalty: 936.702393
	Iteration 15Q: 3 clusters Score -1198750 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1198905.000000 Penalty: 936.702393
	Iteration 16Q: 3 clusters Score -1198905 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1199035.750000 Penalty: 936.702393
	Iteration 17Q: 3 clusters Score -1199036 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1199173.125000 Penalty: 936.702393
	Iteration 18Q: 3 clusters Score -1199173 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1199303.875000 Penalty: 936.702393
	Iteration 19Q: 3 clusters Score -1199304 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1199445.000000 Penalty: 936.702393
	Iteration 20F: 3 clusters Score -1199445 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1199570.750000 Penalty: 936.702393
	Iteration 21Q: 3 clusters Score -1199571 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1199675.625000 Penalty: 936.702393
	Iteration 22Q: 3 clusters Score -1199676 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1199781.250000 Penalty: 936.702393
	Iteration 23Q: 3 clusters Score -1199781 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1199900.750000 Penalty: 936.702393
	Iteration 24Q: 3 clusters Score -1199901 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1200010.125000 Penalty: 936.702393
	Iteration 25Q: 3 clusters Score -1200010 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1200099.875000 Penalty: 936.702393
	Iteration 26Q: 3 clusters Score -1200100 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1200173.750000 Penalty: 936.702393
	Iteration 27Q: 3 clusters Score -1200174 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1200227.125000 Penalty: 936.702393
	Iteration 28Q: 3 clusters Score -1200227 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1200279.000000 Penalty: 936.702393
	Iteration 29Q: 3 clusters Score -1200279 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1200312.500000 Penalty: 936.702393
	Iteration 30Q: 3 clusters Score -1200312 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1200346.625000 Penalty: 936.702393
	Iteration 31Q: 3 clusters Score -1200347 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1200374.375000 Penalty: 936.702393
	Iteration 32Q: 3 clusters Score -1200374 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1200404.125000 Penalty: 936.702393
	Iteration 33Q: 3 clusters Score -1200404 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1200425.000000 Penalty: 936.702393
	Iteration 34Q: 3 clusters Score -1200425 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1200441.500000 Penalty: 936.702393
	Iteration 35Q: 3 clusters Score -1200442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1200457.250000 Penalty: 936.702393
	Iteration 36Q: 3 clusters Score -1200457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1200467.125000 Penalty: 936.702393
	Iteration 37Q: 3 clusters Score -1200467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1200486.125000 Penalty: 936.702393
	Iteration 38Q: 3 clusters Score -1200486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1200489.500000 Penalty: 936.702393
	Iteration 39Q: 3 clusters Score -1200490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1200507.250000 Penalty: 936.702393
	Iteration 40F: 3 clusters Score -1200507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1200515.375000 Penalty: 936.702393
	Iteration 41Q: 3 clusters Score -1200515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1200521.500000 Penalty: 936.702393
	Iteration 42Q: 3 clusters Score -1200522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1200530.000000 Penalty: 936.702393
	Iteration 43Q: 3 clusters Score -1200530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1200534.625000 Penalty: 936.702393
	Iteration 44Q: 3 clusters Score -1200535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1200540.375000 Penalty: 936.702393
	Iteration 45Q: 3 clusters Score -1200540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1200543.500000 Penalty: 936.702393
	Iteration 46Q: 3 clusters Score -1200544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1200546.875000 Penalty: 936.702393
	Iteration 47Q: 3 clusters Score -1200547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1200547.875000 Penalty: 936.702393
	Iteration 48Q: 3 clusters Score -1200548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1200550.000000 Penalty: 936.702393
	Iteration 49Q: 3 clusters Score -1200550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1200551.000000 Penalty: 936.702393
	Iteration 50Q: 3 clusters Score -1200551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1200551.875000 Penalty: 936.702393
	Iteration 51Q: 3 clusters Score -1200552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1200551.000000 Penalty: 936.702393
	Iteration 52Q: 3 clusters Score -1200551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1200551.500000 Penalty: 936.702393
	Iteration 53Q: 3 clusters Score -1200552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1200551.750000 Penalty: 936.702393
	Iteration 54Q: 3 clusters Score -1200552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1200551.625000 Penalty: 936.702393
	Iteration 55Q: 3 clusters Score -1200552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1200552.625000 Penalty: 936.702393
	Iteration 56Q: 3 clusters Score -1200553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1200554.375000 Penalty: 936.702393
	Iteration 57Q: 3 clusters Score -1200554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1200554.625000 Penalty: 936.702393
	Iteration 58Q: 3 clusters Score -1200555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1200554.625000 Penalty: 936.702393
	Iteration 59F: 3 clusters Score -1200555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Entering Unmasked Estep 
Score: -78601.515625 Penalty: 346.473633
	Iteration 0F: 2 clusters Score -78601.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -77113.406250 Penalty: 692.947266
	Iteration 0F: 3 clusters Score -77113.41 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -77613.210938 Penalty: 692.947266
	Iteration 1F: 3 clusters Score -77613.21 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -77712.398438 Penalty: 692.947266
	Iteration 2F: 3 clusters Score -77712.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -77812.710938 Penalty: 692.947266
	Iteration 3F: 3 clusters Score -77812.71 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -77895.828125 Penalty: 692.947266
	Iteration 4F: 3 clusters Score -77895.83 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -77954.734375 Penalty: 692.947266
	Iteration 5Q: 3 clusters Score -77954.73 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -78011.632812 Penalty: 692.947266
	Iteration 6Q: 3 clusters Score -78011.63 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -78067.421875 Penalty: 692.947266
	Iteration 7Q: 3 clusters Score -78067.42 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -78122.843750 Penalty: 692.947266
	Iteration 8Q: 3 clusters Score -78122.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78145.460938 Penalty: 692.947266
	Iteration 9Q: 3 clusters Score -78145.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78162.226562 Penalty: 692.947266
	Iteration 10Q: 3 clusters Score -78162.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78173.195312 Penalty: 692.947266
	Iteration 11Q: 3 clusters Score -78173.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78178.523438 Penalty: 692.947266
	Iteration 12Q: 3 clusters Score -78178.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78183.437500 Penalty: 692.947266
	Iteration 13Q: 3 clusters Score -78183.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78185.687500 Penalty: 692.947266
	Iteration 14Q: 3 clusters Score -78185.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -78186.656250 Penalty: 692.947266
	Iteration 15Q: 3 clusters Score -78186.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78188.531250 Penalty: 692.947266
	Iteration 16Q: 3 clusters Score -78188.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78190.578125 Penalty: 692.947266
	Iteration 17Q: 3 clusters Score -78190.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -78192.109375 Penalty: 692.947266
	Iteration 18Q: 3 clusters Score -78192.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -78194.046875 Penalty: 692.947266
	Iteration 19Q: 3 clusters Score -78194.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78197.742188 Penalty: 692.947266
	Iteration 20F: 3 clusters Score -78197.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -78203.781250 Penalty: 692.947266
	Iteration 21Q: 3 clusters Score -78203.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -78207.382812 Penalty: 692.947266
	Iteration 22Q: 3 clusters Score -78207.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -78217.828125 Penalty: 692.947266
	Iteration 23Q: 3 clusters Score -78217.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -78224.531250 Penalty: 692.947266
	Iteration 24Q: 3 clusters Score -78224.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78233.476562 Penalty: 692.947266
	Iteration 25Q: 3 clusters Score -78233.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -78241.734375 Penalty: 692.947266
	Iteration 26Q: 3 clusters Score -78241.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -78243.804688 Penalty: 692.947266
	Iteration 27Q: 3 clusters Score -78243.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -78246.476562 Penalty: 692.947266
	Iteration 28Q: 3 clusters Score -78246.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -78249.000000 Penalty: 692.947266
	Iteration 29Q: 3 clusters Score -78249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -78250.195312 Penalty: 692.947266
	Iteration 30Q: 3 clusters Score -78250.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -78251.382812 Penalty: 692.947266
	Iteration 31Q: 3 clusters Score -78251.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -78252.656250 Penalty: 692.947266
	Iteration 32Q: 3 clusters Score -78252.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -78255.632812 Penalty: 692.947266
	Iteration 33Q: 3 clusters Score -78255.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -78259.703125 Penalty: 692.947266
	Iteration 34Q: 3 clusters Score -78259.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -78264.859375 Penalty: 692.947266
	Iteration 35Q: 3 clusters Score -78264.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -78268.609375 Penalty: 692.947266
	Iteration 36Q: 3 clusters Score -78268.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -78270.375000 Penalty: 692.947266
	Iteration 37Q: 3 clusters Score -78270.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -78272.359375 Penalty: 692.947266
	Iteration 38Q: 3 clusters Score -78272.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -78273.328125 Penalty: 692.947266
	Iteration 39Q: 3 clusters Score -78273.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -78274.781250 Penalty: 692.947266
	Iteration 40F: 3 clusters Score -78274.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -78275.070312 Penalty: 692.947266
	Iteration 41Q: 3 clusters Score -78275.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -78275.070312 Penalty: 692.947266
	Iteration 42F: 3 clusters Score -78275.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (417682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417682 members 
Entering Unmasked Estep 
Score: -17030892.000000 Penalty: 588.882629
	Iteration 0F: 2 clusters Score -1.703089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208896 members 
Mstep: Class 2 contains 208786 members 
Entering Unmasked Estep 
Score: -16748068.000000 Penalty: 1177.765259
	Iteration 0F: 3 clusters Score -1.674807e+07 nChanged 206710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229876 members 
Mstep: Class 2 contains 187806 members 
Entering Unmasked Estep 
Score: -16888282.000000 Penalty: 1177.765259
	Iteration 1F: 3 clusters Score -1.688828e+07 nChanged 23478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240404 members 
Mstep: Class 2 contains 177278 members 
Entering Unmasked Estep 
Score: -16901274.000000 Penalty: 1177.765259
	Iteration 2F: 3 clusters Score -1.690127e+07 nChanged 24723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251863 members 
Mstep: Class 2 contains 165819 members 
Entering Unmasked Estep 
Score: -16918192.000000 Penalty: 1177.765259
	Iteration 3F: 3 clusters Score -1.691819e+07 nChanged 25047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262810 members 
Mstep: Class 2 contains 154872 members 
Entering Unmasked Estep 
Score: -16939954.000000 Penalty: 1177.765259
	Iteration 4F: 3 clusters Score -1.693995e+07 nChanged 24401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270729 members 
Mstep: Class 2 contains 146953 members 
Entering Unmasked Estep 
Score: -16961390.000000 Penalty: 1177.765259
	Iteration 5F: 3 clusters Score -1.696139e+07 nChanged 20760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275455 members 
Mstep: Class 2 contains 142227 members 
Entering Unmasked Estep 
Score: -16975212.000000 Penalty: 1177.765259
	Iteration 6Q: 3 clusters Score -1.697521e+07 nChanged 13935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278810 members 
Mstep: Class 2 contains 138872 members 
Entering Unmasked Estep 
Score: -16981264.000000 Penalty: 1177.765259
	Iteration 7Q: 3 clusters Score -1.698126e+07 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281141 members 
Mstep: Class 2 contains 136541 members 
Entering Unmasked Estep 
Score: -16985240.000000 Penalty: 1177.765259
	Iteration 8Q: 3 clusters Score -1.698524e+07 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282277 members 
Mstep: Class 2 contains 135405 members 
Entering Unmasked Estep 
Score: -16988810.000000 Penalty: 1177.765259
	Iteration 9Q: 3 clusters Score -1.698881e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282069 members 
Mstep: Class 2 contains 135613 members 
Entering Unmasked Estep 
Score: -16992434.000000 Penalty: 1177.765259
	Iteration 10Q: 3 clusters Score -1.699243e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280363 members 
Mstep: Class 2 contains 137319 members 
Entering Unmasked Estep 
Score: -16996244.000000 Penalty: 1177.765259
	Iteration 11Q: 3 clusters Score -1.699624e+07 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277339 members 
Mstep: Class 2 contains 140343 members 
Entering Unmasked Estep 
Score: -17001090.000000 Penalty: 1177.765259
	Iteration 12Q: 3 clusters Score -1.700109e+07 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273089 members 
Mstep: Class 2 contains 144593 members 
Entering Unmasked Estep 
Score: -17006604.000000 Penalty: 1177.765259
	Iteration 13Q: 3 clusters Score -1.70066e+07 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267848 members 
Mstep: Class 2 contains 149834 members 
Entering Unmasked Estep 
Score: -17013008.000000 Penalty: 1177.765259
	Iteration 14Q: 3 clusters Score -1.701301e+07 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262051 members 
Mstep: Class 2 contains 155631 members 
Entering Unmasked Estep 
Score: -17019680.000000 Penalty: 1177.765259
	Iteration 15Q: 3 clusters Score -1.701968e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256209 members 
Mstep: Class 2 contains 161473 members 
Entering Unmasked Estep 
Score: -17025568.000000 Penalty: 1177.765259
	Iteration 16Q: 3 clusters Score -1.702557e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250734 members 
Mstep: Class 2 contains 166948 members 
Entering Unmasked Estep 
Score: -17030494.000000 Penalty: 1177.765259
	Iteration 17Q: 3 clusters Score -1.703049e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246176 members 
Mstep: Class 2 contains 171506 members 
Entering Unmasked Estep 
Score: -17033586.000000 Penalty: 1177.765259
	Iteration 18Q: 3 clusters Score -1.703359e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242467 members 
Mstep: Class 2 contains 175215 members 
Entering Unmasked Estep 
Score: -17035624.000000 Penalty: 1177.765259
	Iteration 19Q: 3 clusters Score -1.703562e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239495 members 
Mstep: Class 2 contains 178187 members 
Entering Unmasked Estep 
Score: -17036982.000000 Penalty: 1177.765259
	Iteration 20F: 3 clusters Score -1.703698e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237110 members 
Mstep: Class 2 contains 180572 members 
Entering Unmasked Estep 
Score: -17037646.000000 Penalty: 1177.765259
	Iteration 21Q: 3 clusters Score -1.703765e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235278 members 
Mstep: Class 2 contains 182404 members 
Entering Unmasked Estep 
Score: -17038014.000000 Penalty: 1177.765259
	Iteration 22Q: 3 clusters Score -1.703801e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233820 members 
Mstep: Class 2 contains 183862 members 
Entering Unmasked Estep 
Score: -17038342.000000 Penalty: 1177.765259
	Iteration 23Q: 3 clusters Score -1.703834e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232625 members 
Mstep: Class 2 contains 185057 members 
Entering Unmasked Estep 
Score: -17038446.000000 Penalty: 1177.765259
	Iteration 24Q: 3 clusters Score -1.703845e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231517 members 
Mstep: Class 2 contains 186165 members 
Entering Unmasked Estep 
Score: -17038566.000000 Penalty: 1177.765259
	Iteration 25Q: 3 clusters Score -1.703857e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230501 members 
Mstep: Class 2 contains 187181 members 
Entering Unmasked Estep 
Score: -17038632.000000 Penalty: 1177.765259
	Iteration 26Q: 3 clusters Score -1.703863e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229489 members 
Mstep: Class 2 contains 188193 members 
Entering Unmasked Estep 
Score: -17038746.000000 Penalty: 1177.765259
	Iteration 27Q: 3 clusters Score -1.703875e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228485 members 
Mstep: Class 2 contains 189197 members 
Entering Unmasked Estep 
Score: -17038758.000000 Penalty: 1177.765259
	Iteration 28Q: 3 clusters Score -1.703876e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227473 members 
Mstep: Class 2 contains 190209 members 
Entering Unmasked Estep 
Score: -17038874.000000 Penalty: 1177.765259
	Iteration 29Q: 3 clusters Score -1.703887e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226429 members 
Mstep: Class 2 contains 191253 members 
Entering Unmasked Estep 
Score: -17039020.000000 Penalty: 1177.765259
	Iteration 30Q: 3 clusters Score -1.703902e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225384 members 
Mstep: Class 2 contains 192298 members 
Entering Unmasked Estep 
Score: -17039072.000000 Penalty: 1177.765259
	Iteration 31Q: 3 clusters Score -1.703907e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224320 members 
Mstep: Class 2 contains 193362 members 
Entering Unmasked Estep 
Score: -17039200.000000 Penalty: 1177.765259
	Iteration 32Q: 3 clusters Score -1.70392e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223321 members 
Mstep: Class 2 contains 194361 members 
Entering Unmasked Estep 
Score: -17039356.000000 Penalty: 1177.765259
	Iteration 33Q: 3 clusters Score -1.703936e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222272 members 
Mstep: Class 2 contains 195410 members 
Entering Unmasked Estep 
Score: -17039420.000000 Penalty: 1177.765259
	Iteration 34Q: 3 clusters Score -1.703942e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221227 members 
Mstep: Class 2 contains 196455 members 
Entering Unmasked Estep 
Score: -17039454.000000 Penalty: 1177.765259
	Iteration 35Q: 3 clusters Score -1.703945e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220114 members 
Mstep: Class 2 contains 197568 members 
Entering Unmasked Estep 
Score: -17039480.000000 Penalty: 1177.765259
	Iteration 36Q: 3 clusters Score -1.703948e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218954 members 
Mstep: Class 2 contains 198728 members 
Entering Unmasked Estep 
Score: -17039572.000000 Penalty: 1177.765259
	Iteration 37Q: 3 clusters Score -1.703957e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217758 members 
Mstep: Class 2 contains 199924 members 
Entering Unmasked Estep 
Score: -17039660.000000 Penalty: 1177.765259
	Iteration 38Q: 3 clusters Score -1.703966e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216571 members 
Mstep: Class 2 contains 201111 members 
Entering Unmasked Estep 
Score: -17039860.000000 Penalty: 1177.765259
	Iteration 39Q: 3 clusters Score -1.703986e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215430 members 
Mstep: Class 2 contains 202252 members 
Entering Unmasked Estep 
Score: -17039952.000000 Penalty: 1177.765259
	Iteration 40F: 3 clusters Score -1.703995e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214299 members 
Mstep: Class 2 contains 203383 members 
Entering Unmasked Estep 
Score: -17040034.000000 Penalty: 1177.765259
	Iteration 41Q: 3 clusters Score -1.704003e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213214 members 
Mstep: Class 2 contains 204468 members 
Entering Unmasked Estep 
Score: -17040080.000000 Penalty: 1177.765259
	Iteration 42Q: 3 clusters Score -1.704008e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212082 members 
Mstep: Class 2 contains 205600 members 
Entering Unmasked Estep 
Score: -17040168.000000 Penalty: 1177.765259
	Iteration 43Q: 3 clusters Score -1.704017e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210974 members 
Mstep: Class 2 contains 206708 members 
Entering Unmasked Estep 
Score: -17040328.000000 Penalty: 1177.765259
	Iteration 44Q: 3 clusters Score -1.704033e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209882 members 
Mstep: Class 2 contains 207800 members 
Entering Unmasked Estep 
Score: -17040410.000000 Penalty: 1177.765259
	Iteration 45Q: 3 clusters Score -1.704041e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208837 members 
Mstep: Class 2 contains 208845 members 
Entering Unmasked Estep 
Score: -17040448.000000 Penalty: 1177.765259
	Iteration 46Q: 3 clusters Score -1.704045e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207799 members 
Mstep: Class 2 contains 209883 members 
Entering Unmasked Estep 
Score: -17040474.000000 Penalty: 1177.765259
	Iteration 47Q: 3 clusters Score -1.704047e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206799 members 
Mstep: Class 2 contains 210883 members 
Entering Unmasked Estep 
Score: -17040560.000000 Penalty: 1177.765259
	Iteration 48Q: 3 clusters Score -1.704056e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205879 members 
Mstep: Class 2 contains 211803 members 
Entering Unmasked Estep 
Score: -17040582.000000 Penalty: 1177.765259
	Iteration 49Q: 3 clusters Score -1.704058e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205029 members 
Mstep: Class 2 contains 212653 members 
Entering Unmasked Estep 
Score: -17040600.000000 Penalty: 1177.765259
	Iteration 50Q: 3 clusters Score -1.70406e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204275 members 
Mstep: Class 2 contains 213407 members 
Entering Unmasked Estep 
Score: -17040662.000000 Penalty: 1177.765259
	Iteration 51Q: 3 clusters Score -1.704066e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203554 members 
Mstep: Class 2 contains 214128 members 
Entering Unmasked Estep 
Score: -17040744.000000 Penalty: 1177.765259
	Iteration 52Q: 3 clusters Score -1.704074e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202873 members 
Mstep: Class 2 contains 214809 members 
Entering Unmasked Estep 
Score: -17040786.000000 Penalty: 1177.765259
	Iteration 53Q: 3 clusters Score -1.704079e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202263 members 
Mstep: Class 2 contains 215419 members 
Entering Unmasked Estep 
Score: -17040840.000000 Penalty: 1177.765259
	Iteration 54Q: 3 clusters Score -1.704084e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201754 members 
Mstep: Class 2 contains 215928 members 
Entering Unmasked Estep 
Score: -17040824.000000 Penalty: 1177.765259
	Iteration 55Q: 3 clusters Score -1.704082e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201262 members 
Mstep: Class 2 contains 216420 members 
Entering Unmasked Estep 
Score: -17040798.000000 Penalty: 1177.765259
	Iteration 56Q: 3 clusters Score -1.70408e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200823 members 
Mstep: Class 2 contains 216859 members 
Entering Unmasked Estep 
Score: -17040780.000000 Penalty: 1177.765259
	Iteration 57Q: 3 clusters Score -1.704078e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200428 members 
Mstep: Class 2 contains 217254 members 
Entering Unmasked Estep 
Score: -17040790.000000 Penalty: 1177.765259
	Iteration 58Q: 3 clusters Score -1.704079e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200081 members 
Mstep: Class 2 contains 217601 members 
Entering Unmasked Estep 
Score: -17040808.000000 Penalty: 1177.765259
	Iteration 59Q: 3 clusters Score -1.704081e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199793 members 
Mstep: Class 2 contains 217889 members 
Entering Unmasked Estep 
Score: -17040826.000000 Penalty: 1177.765259
	Iteration 60F: 3 clusters Score -1.704083e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199505 members 
Mstep: Class 2 contains 218177 members 
Entering Unmasked Estep 
Score: -17040832.000000 Penalty: 1177.765259
	Iteration 61Q: 3 clusters Score -1.704083e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199280 members 
Mstep: Class 2 contains 218402 members 
Entering Unmasked Estep 
Score: -17040824.000000 Penalty: 1177.765259
	Iteration 62Q: 3 clusters Score -1.704082e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199085 members 
Mstep: Class 2 contains 218597 members 
Entering Unmasked Estep 
Score: -17040828.000000 Penalty: 1177.765259
	Iteration 63Q: 3 clusters Score -1.704083e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198916 members 
Mstep: Class 2 contains 218766 members 
Entering Unmasked Estep 
Score: -17040848.000000 Penalty: 1177.765259
	Iteration 64Q: 3 clusters Score -1.704085e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198744 members 
Mstep: Class 2 contains 218938 members 
Entering Unmasked Estep 
Score: -17040866.000000 Penalty: 1177.765259
	Iteration 65Q: 3 clusters Score -1.704087e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198593 members 
Mstep: Class 2 contains 219089 members 
Entering Unmasked Estep 
Score: -17040866.000000 Penalty: 1177.765259
	Iteration 66Q: 3 clusters Score -1.704087e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198460 members 
Mstep: Class 2 contains 219222 members 
Entering Unmasked Estep 
Score: -17040878.000000 Penalty: 1177.765259
	Iteration 67Q: 3 clusters Score -1.704088e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198344 members 
Mstep: Class 2 contains 219338 members 
Entering Unmasked Estep 
Score: -17040864.000000 Penalty: 1177.765259
	Iteration 68Q: 3 clusters Score -1.704086e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198243 members 
Mstep: Class 2 contains 219439 members 
Entering Unmasked Estep 
Score: -17040890.000000 Penalty: 1177.765259
	Iteration 69Q: 3 clusters Score -1.704089e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198174 members 
Mstep: Class 2 contains 219508 members 
Entering Unmasked Estep 
Score: -17040866.000000 Penalty: 1177.765259
	Iteration 70Q: 3 clusters Score -1.704087e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198116 members 
Mstep: Class 2 contains 219566 members 
Entering Unmasked Estep 
Score: -17040880.000000 Penalty: 1177.765259
	Iteration 71Q: 3 clusters Score -1.704088e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198055 members 
Mstep: Class 2 contains 219627 members 
Entering Unmasked Estep 
Score: -17040884.000000 Penalty: 1177.765259
	Iteration 72Q: 3 clusters Score -1.704088e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197983 members 
Mstep: Class 2 contains 219699 members 
Entering Unmasked Estep 
Score: -17040878.000000 Penalty: 1177.765259
	Iteration 73Q: 3 clusters Score -1.704088e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197910 members 
Mstep: Class 2 contains 219772 members 
Entering Unmasked Estep 
Score: -17040874.000000 Penalty: 1177.765259
	Iteration 74Q: 3 clusters Score -1.704087e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197849 members 
Mstep: Class 2 contains 219833 members 
Entering Unmasked Estep 
Score: -17040890.000000 Penalty: 1177.765259
	Iteration 75Q: 3 clusters Score -1.704089e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197804 members 
Mstep: Class 2 contains 219878 members 
Entering Unmasked Estep 
Score: -17040894.000000 Penalty: 1177.765259
	Iteration 76Q: 3 clusters Score -1.704089e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197770 members 
Mstep: Class 2 contains 219912 members 
Entering Unmasked Estep 
Score: -17040888.000000 Penalty: 1177.765259
	Iteration 77Q: 3 clusters Score -1.704089e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197729 members 
Mstep: Class 2 contains 219953 members 
Entering Unmasked Estep 
Score: -17040908.000000 Penalty: 1177.765259
	Iteration 78Q: 3 clusters Score -1.704091e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197692 members 
Mstep: Class 2 contains 219990 members 
Entering Unmasked Estep 
Score: -17040906.000000 Penalty: 1177.765259
	Iteration 79Q: 3 clusters Score -1.704091e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197650 members 
Mstep: Class 2 contains 220032 members 
Entering Unmasked Estep 
Score: -17040902.000000 Penalty: 1177.765259
	Iteration 80F: 3 clusters Score -1.70409e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197605 members 
Mstep: Class 2 contains 220077 members 
Entering Unmasked Estep 
Score: -17040902.000000 Penalty: 1177.765259
	Iteration 81Q: 3 clusters Score -1.70409e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197554 members 
Mstep: Class 2 contains 220128 members 
Entering Unmasked Estep 
Score: -17040896.000000 Penalty: 1177.765259
	Iteration 82Q: 3 clusters Score -1.70409e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197515 members 
Mstep: Class 2 contains 220167 members 
Entering Unmasked Estep 
Score: -17040912.000000 Penalty: 1177.765259
	Iteration 83Q: 3 clusters Score -1.704091e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197482 members 
Mstep: Class 2 contains 220200 members 
Entering Unmasked Estep 
Score: -17040924.000000 Penalty: 1177.765259
	Iteration 84Q: 3 clusters Score -1.704092e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197439 members 
Mstep: Class 2 contains 220243 members 
Entering Unmasked Estep 
Score: -17040938.000000 Penalty: 1177.765259
	Iteration 85Q: 3 clusters Score -1.704094e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197406 members 
Mstep: Class 2 contains 220276 members 
Entering Unmasked Estep 
Score: -17040938.000000 Penalty: 1177.765259
	Iteration 86Q: 3 clusters Score -1.704094e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197382 members 
Mstep: Class 2 contains 220300 members 
Entering Unmasked Estep 
Score: -17040944.000000 Penalty: 1177.765259
	Iteration 87Q: 3 clusters Score -1.704094e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197360 members 
Mstep: Class 2 contains 220322 members 
Entering Unmasked Estep 
Score: -17040952.000000 Penalty: 1177.765259
	Iteration 88Q: 3 clusters Score -1.704095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197348 members 
Mstep: Class 2 contains 220334 members 
Entering Unmasked Estep 
Score: -17040940.000000 Penalty: 1177.765259
	Iteration 89Q: 3 clusters Score -1.704094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197336 members 
Mstep: Class 2 contains 220346 members 
Entering Unmasked Estep 
Score: -17040944.000000 Penalty: 1177.765259
	Iteration 90Q: 3 clusters Score -1.704094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197322 members 
Mstep: Class 2 contains 220360 members 
Entering Unmasked Estep 
Score: -17040946.000000 Penalty: 1177.765259
	Iteration 91Q: 3 clusters Score -1.704095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197311 members 
Mstep: Class 2 contains 220371 members 
Entering Unmasked Estep 
Score: -17040948.000000 Penalty: 1177.765259
	Iteration 92Q: 3 clusters Score -1.704095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197300 members 
Mstep: Class 2 contains 220382 members 
Entering Unmasked Estep 
Score: -17040936.000000 Penalty: 1177.765259
	Iteration 93Q: 3 clusters Score -1.704094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197292 members 
Mstep: Class 2 contains 220390 members 
Entering Unmasked Estep 
Score: -17040952.000000 Penalty: 1177.765259
	Iteration 94Q: 3 clusters Score -1.704095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197281 members 
Mstep: Class 2 contains 220401 members 
Entering Unmasked Estep 
Score: -17040944.000000 Penalty: 1177.765259
	Iteration 95Q: 3 clusters Score -1.704094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197277 members 
Mstep: Class 2 contains 220405 members 
Entering Unmasked Estep 
Score: -17040940.000000 Penalty: 1177.765259
	Iteration 96Q: 3 clusters Score -1.704094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197276 members 
Mstep: Class 2 contains 220406 members 
Entering Unmasked Estep 
Score: -17040936.000000 Penalty: 1177.765259
	Iteration 97Q: 3 clusters Score -1.704094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197274 members 
Mstep: Class 2 contains 220408 members 
Entering Unmasked Estep 
Score: -17040952.000000 Penalty: 1177.765259
	Iteration 98Q: 3 clusters Score -1.704095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197272 members 
Mstep: Class 2 contains 220410 members 
Entering Unmasked Estep 
Score: -17040942.000000 Penalty: 1177.765259
	Iteration 99Q: 3 clusters Score -1.704094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197268 members 
Mstep: Class 2 contains 220414 members 
Entering Unmasked Estep 
Score: -17040944.000000 Penalty: 1177.765259
	Iteration 100F: 3 clusters Score -1.704094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197264 members 
Mstep: Class 2 contains 220418 members 
Entering Unmasked Estep 
Score: -17040932.000000 Penalty: 1177.765259
	Iteration 101Q: 3 clusters Score -1.704093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197257 members 
Mstep: Class 2 contains 220425 members 
Entering Unmasked Estep 
Score: -17040936.000000 Penalty: 1177.765259
	Iteration 102Q: 3 clusters Score -1.704094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197251 members 
Mstep: Class 2 contains 220431 members 
Entering Unmasked Estep 
Score: -17040938.000000 Penalty: 1177.765259
	Iteration 103Q: 3 clusters Score -1.704094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197246 members 
Mstep: Class 2 contains 220436 members 
Entering Unmasked Estep 
Score: -17040944.000000 Penalty: 1177.765259
	Iteration 104Q: 3 clusters Score -1.704094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197239 members 
Mstep: Class 2 contains 220443 members 
Entering Unmasked Estep 
Score: -17040948.000000 Penalty: 1177.765259
	Iteration 105Q: 3 clusters Score -1.704095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197230 members 
Mstep: Class 2 contains 220452 members 
Entering Unmasked Estep 
Score: -17040934.000000 Penalty: 1177.765259
	Iteration 106Q: 3 clusters Score -1.704093e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197218 members 
Mstep: Class 2 contains 220464 members 
Entering Unmasked Estep 
Score: -17040928.000000 Penalty: 1177.765259
	Iteration 107Q: 3 clusters Score -1.704093e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197201 members 
Mstep: Class 2 contains 220481 members 
Entering Unmasked Estep 
Score: -17040924.000000 Penalty: 1177.765259
	Iteration 108Q: 3 clusters Score -1.704092e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197189 members 
Mstep: Class 2 contains 220493 members 
Entering Unmasked Estep 
Score: -17040922.000000 Penalty: 1177.765259
	Iteration 109Q: 3 clusters Score -1.704092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197172 members 
Mstep: Class 2 contains 220510 members 
Entering Unmasked Estep 
Score: -17040932.000000 Penalty: 1177.765259
	Iteration 110Q: 3 clusters Score -1.704093e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197151 members 
Mstep: Class 2 contains 220531 members 
Entering Unmasked Estep 
Score: -17040930.000000 Penalty: 1177.765259
	Iteration 111Q: 3 clusters Score -1.704093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197136 members 
Mstep: Class 2 contains 220546 members 
Entering Unmasked Estep 
Score: -17040936.000000 Penalty: 1177.765259
	Iteration 112Q: 3 clusters Score -1.704094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197130 members 
Mstep: Class 2 contains 220552 members 
Entering Unmasked Estep 
Score: -17040944.000000 Penalty: 1177.765259
	Iteration 113Q: 3 clusters Score -1.704094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197126 members 
Mstep: Class 2 contains 220556 members 
Entering Unmasked Estep 
Score: -17040956.000000 Penalty: 1177.765259
	Iteration 114Q: 3 clusters Score -1.704096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197120 members 
Mstep: Class 2 contains 220562 members 
Entering Unmasked Estep 
Score: -17040958.000000 Penalty: 1177.765259
	Iteration 115Q: 3 clusters Score -1.704096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197112 members 
Mstep: Class 2 contains 220570 members 
Entering Unmasked Estep 
Score: -17040960.000000 Penalty: 1177.765259
	Iteration 116Q: 3 clusters Score -1.704096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197103 members 
Mstep: Class 2 contains 220579 members 
Entering Unmasked Estep 
Score: -17040952.000000 Penalty: 1177.765259
	Iteration 117Q: 3 clusters Score -1.704095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197090 members 
Mstep: Class 2 contains 220592 members 
Entering Unmasked Estep 
Score: -17040940.000000 Penalty: 1177.765259
	Iteration 118Q: 3 clusters Score -1.704094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197082 members 
Mstep: Class 2 contains 220600 members 
Entering Unmasked Estep 
Score: -17040934.000000 Penalty: 1177.765259
	Iteration 119Q: 3 clusters Score -1.704093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197075 members 
Mstep: Class 2 contains 220607 members 
Entering Unmasked Estep 
Score: -17040926.000000 Penalty: 1177.765259
	Iteration 120F: 3 clusters Score -1.704093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197066 members 
Mstep: Class 2 contains 220616 members 
Entering Unmasked Estep 
Score: -17040936.000000 Penalty: 1177.765259
	Iteration 121Q: 3 clusters Score -1.704094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197059 members 
Mstep: Class 2 contains 220623 members 
Entering Unmasked Estep 
Score: -17040942.000000 Penalty: 1177.765259
	Iteration 122Q: 3 clusters Score -1.704094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197053 members 
Mstep: Class 2 contains 220629 members 
Entering Unmasked Estep 
Score: -17040952.000000 Penalty: 1177.765259
	Iteration 123Q: 3 clusters Score -1.704095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197047 members 
Mstep: Class 2 contains 220635 members 
Entering Unmasked Estep 
Score: -17040934.000000 Penalty: 1177.765259
	Iteration 124Q: 3 clusters Score -1.704093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197042 members 
Mstep: Class 2 contains 220640 members 
Entering Unmasked Estep 
Score: -17040932.000000 Penalty: 1177.765259
	Iteration 125Q: 3 clusters Score -1.704093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197038 members 
Mstep: Class 2 contains 220644 members 
Entering Unmasked Estep 
Score: -17040932.000000 Penalty: 1177.765259
	Iteration 126Q: 3 clusters Score -1.704093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197033 members 
Mstep: Class 2 contains 220649 members 
Entering Unmasked Estep 
Score: -17040928.000000 Penalty: 1177.765259
	Iteration 127Q: 3 clusters Score -1.704093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197029 members 
Mstep: Class 2 contains 220653 members 
Entering Unmasked Estep 
Score: -17040924.000000 Penalty: 1177.765259
	Iteration 128Q: 3 clusters Score -1.704092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197027 members 
Mstep: Class 2 contains 220655 members 
Entering Unmasked Estep 
Score: -17040936.000000 Penalty: 1177.765259
	Iteration 129Q: 3 clusters Score -1.704094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197026 members 
Mstep: Class 2 contains 220656 members 
Entering Unmasked Estep 
Score: -17040938.000000 Penalty: 1177.765259
	Iteration 130Q: 3 clusters Score -1.704094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197026 members 
Mstep: Class 2 contains 220656 members 
Entering Unmasked Estep 
Score: -17040938.000000 Penalty: 1177.765259
	Iteration 131F: 3 clusters Score -1.704094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1544 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 2438 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 25375 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 5589 members 
Mstep: Class 11 contains 4715 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 14 contains 29538 members 
Mstep: Class 15 contains 2028 members 
Mstep: Class 16 contains 197026 members 
Mstep: Class 17 contains 5438 members 
Mstep: Class 18 contains 6988 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 6665 members 
Mstep: Class 22 contains 1739 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 12583 members 
Mstep: Class 26 contains 1574 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11951 members 
Mstep: Class 29 contains 62563 members 
Mstep: Class 30 contains 282 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1314 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 58056 members 
Mstep: Class 40 contains 3746 members 
Mstep: Class 41 contains 2293 members 
Mstep: Class 42 contains 220656 members 
Entering Unmasked Estep 
Score: -28310688.000000 Penalty: 25800.025391
Splitting cluster 16 changes total score from -28301280.000000 to -28310688.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 17 (5438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Entering Unmasked Estep 
Score: -225619.187500 Penalty: 391.353088
	Iteration 0F: 2 clusters Score -225619.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -221962.781250 Penalty: 782.706177
	Iteration 0F: 3 clusters Score -221962.8 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -223395.156250 Penalty: 782.706177
	Iteration 1F: 3 clusters Score -223395.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -223639.062500 Penalty: 782.706177
	Iteration 2F: 3 clusters Score -223639.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -223953.843750 Penalty: 782.706177
	Iteration 3F: 3 clusters Score -223953.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -224298.453125 Penalty: 782.706177
	Iteration 4F: 3 clusters Score -224298.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -224624.281250 Penalty: 782.706177
	Iteration 5F: 3 clusters Score -224624.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -224836.593750 Penalty: 782.706177
	Iteration 6F: 3 clusters Score -224836.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -224968.437500 Penalty: 782.706177
	Iteration 7Q: 3 clusters Score -224968.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -225047.296875 Penalty: 782.706177
	Iteration 8Q: 3 clusters Score -225047.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -225099.421875 Penalty: 782.706177
	Iteration 9Q: 3 clusters Score -225099.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -225146.968750 Penalty: 782.706177
	Iteration 10Q: 3 clusters Score -225147 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -225185.140625 Penalty: 782.706177
	Iteration 11Q: 3 clusters Score -225185.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -225218.203125 Penalty: 782.706177
	Iteration 12Q: 3 clusters Score -225218.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -225245.812500 Penalty: 782.706177
	Iteration 13Q: 3 clusters Score -225245.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -225265.078125 Penalty: 782.706177
	Iteration 14Q: 3 clusters Score -225265.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -225278.312500 Penalty: 782.706177
	Iteration 15Q: 3 clusters Score -225278.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -225287.890625 Penalty: 782.706177
	Iteration 16Q: 3 clusters Score -225287.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -225292.406250 Penalty: 782.706177
	Iteration 17Q: 3 clusters Score -225292.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -225296.156250 Penalty: 782.706177
	Iteration 18Q: 3 clusters Score -225296.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -225300.296875 Penalty: 782.706177
	Iteration 19Q: 3 clusters Score -225300.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -225304.093750 Penalty: 782.706177
	Iteration 20F: 3 clusters Score -225304.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -225306.828125 Penalty: 782.706177
	Iteration 21Q: 3 clusters Score -225306.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -225308.437500 Penalty: 782.706177
	Iteration 22Q: 3 clusters Score -225308.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -225311.812500 Penalty: 782.706177
	Iteration 23Q: 3 clusters Score -225311.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -225314.531250 Penalty: 782.706177
	Iteration 24Q: 3 clusters Score -225314.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -225318.781250 Penalty: 782.706177
	Iteration 25Q: 3 clusters Score -225318.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -225321.375000 Penalty: 782.706177
	Iteration 26Q: 3 clusters Score -225321.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -225324.156250 Penalty: 782.706177
	Iteration 27Q: 3 clusters Score -225324.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -225327.218750 Penalty: 782.706177
	Iteration 28Q: 3 clusters Score -225327.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -225329.843750 Penalty: 782.706177
	Iteration 29Q: 3 clusters Score -225329.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -225332.015625 Penalty: 782.706177
	Iteration 30Q: 3 clusters Score -225332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -225334.593750 Penalty: 782.706177
	Iteration 31Q: 3 clusters Score -225334.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -225337.656250 Penalty: 782.706177
	Iteration 32Q: 3 clusters Score -225337.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -225339.890625 Penalty: 782.706177
	Iteration 33Q: 3 clusters Score -225339.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -225342.234375 Penalty: 782.706177
	Iteration 34Q: 3 clusters Score -225342.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -225344.281250 Penalty: 782.706177
	Iteration 35Q: 3 clusters Score -225344.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -225345.734375 Penalty: 782.706177
	Iteration 36Q: 3 clusters Score -225345.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -225346.390625 Penalty: 782.706177
	Iteration 37Q: 3 clusters Score -225346.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -225348.375000 Penalty: 782.706177
	Iteration 38Q: 3 clusters Score -225348.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -225350.109375 Penalty: 782.706177
	Iteration 39Q: 3 clusters Score -225350.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -225351.250000 Penalty: 782.706177
	Iteration 40F: 3 clusters Score -225351.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -225352.843750 Penalty: 782.706177
	Iteration 41Q: 3 clusters Score -225352.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -225355.234375 Penalty: 782.706177
	Iteration 42Q: 3 clusters Score -225355.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -225355.390625 Penalty: 782.706177
	Iteration 43Q: 3 clusters Score -225355.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -225355.921875 Penalty: 782.706177
	Iteration 44Q: 3 clusters Score -225355.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -225355.718750 Penalty: 782.706177
	Iteration 45Q: 3 clusters Score -225355.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -225355.718750 Penalty: 782.706177
	Iteration 46F: 3 clusters Score -225355.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Entering Unmasked Estep 
Score: -272931.937500 Penalty: 402.763702
	Iteration 0F: 2 clusters Score -272931.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -268282.406250 Penalty: 805.527405
	Iteration 0F: 3 clusters Score -268282.4 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -270444.000000 Penalty: 805.527405
	Iteration 1F: 3 clusters Score -270444 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -271002.656250 Penalty: 805.527405
	Iteration 2F: 3 clusters Score -271002.7 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -271519.093750 Penalty: 805.527405
	Iteration 3F: 3 clusters Score -271519.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -271944.343750 Penalty: 805.527405
	Iteration 4F: 3 clusters Score -271944.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -272192.656250 Penalty: 805.527405
	Iteration 5Q: 3 clusters Score -272192.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -272304.718750 Penalty: 805.527405
	Iteration 6Q: 3 clusters Score -272304.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -272385.218750 Penalty: 805.527405
	Iteration 7Q: 3 clusters Score -272385.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -272434.437500 Penalty: 805.527405
	Iteration 8Q: 3 clusters Score -272434.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -272463.125000 Penalty: 805.527405
	Iteration 9Q: 3 clusters Score -272463.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -272485.687500 Penalty: 805.527405
	Iteration 10Q: 3 clusters Score -272485.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -272506.937500 Penalty: 805.527405
	Iteration 11Q: 3 clusters Score -272506.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -272522.937500 Penalty: 805.527405
	Iteration 12Q: 3 clusters Score -272522.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -272535.093750 Penalty: 805.527405
	Iteration 13Q: 3 clusters Score -272535.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -272543.000000 Penalty: 805.527405
	Iteration 14Q: 3 clusters Score -272543 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -272552.406250 Penalty: 805.527405
	Iteration 15Q: 3 clusters Score -272552.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -272563.562500 Penalty: 805.527405
	Iteration 16Q: 3 clusters Score -272563.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -272573.187500 Penalty: 805.527405
	Iteration 17Q: 3 clusters Score -272573.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -272580.812500 Penalty: 805.527405
	Iteration 18Q: 3 clusters Score -272580.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -272586.781250 Penalty: 805.527405
	Iteration 19Q: 3 clusters Score -272586.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -272592.343750 Penalty: 805.527405
	Iteration 20F: 3 clusters Score -272592.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -272599.875000 Penalty: 805.527405
	Iteration 21Q: 3 clusters Score -272599.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -272612.562500 Penalty: 805.527405
	Iteration 22Q: 3 clusters Score -272612.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -272625.937500 Penalty: 805.527405
	Iteration 23Q: 3 clusters Score -272625.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -272645.625000 Penalty: 805.527405
	Iteration 24Q: 3 clusters Score -272645.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -272663.937500 Penalty: 805.527405
	Iteration 25Q: 3 clusters Score -272663.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -272683.781250 Penalty: 805.527405
	Iteration 26Q: 3 clusters Score -272683.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -272703.593750 Penalty: 805.527405
	Iteration 27Q: 3 clusters Score -272703.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -272722.812500 Penalty: 805.527405
	Iteration 28Q: 3 clusters Score -272722.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -272740.937500 Penalty: 805.527405
	Iteration 29Q: 3 clusters Score -272740.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -272752.312500 Penalty: 805.527405
	Iteration 30Q: 3 clusters Score -272752.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -272765.187500 Penalty: 805.527405
	Iteration 31Q: 3 clusters Score -272765.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -272776.687500 Penalty: 805.527405
	Iteration 32Q: 3 clusters Score -272776.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -272784.593750 Penalty: 805.527405
	Iteration 33Q: 3 clusters Score -272784.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -272790.312500 Penalty: 805.527405
	Iteration 34Q: 3 clusters Score -272790.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -272798.656250 Penalty: 805.527405
	Iteration 35Q: 3 clusters Score -272798.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -272805.562500 Penalty: 805.527405
	Iteration 36Q: 3 clusters Score -272805.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -272812.281250 Penalty: 805.527405
	Iteration 37Q: 3 clusters Score -272812.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -272822.812500 Penalty: 805.527405
	Iteration 38Q: 3 clusters Score -272822.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -272830.312500 Penalty: 805.527405
	Iteration 39Q: 3 clusters Score -272830.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -272835.562500 Penalty: 805.527405
	Iteration 40F: 3 clusters Score -272835.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -272840.093750 Penalty: 805.527405
	Iteration 41Q: 3 clusters Score -272840.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -272846.062500 Penalty: 805.527405
	Iteration 42Q: 3 clusters Score -272846.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -272850.781250 Penalty: 805.527405
	Iteration 43Q: 3 clusters Score -272850.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -272855.750000 Penalty: 805.527405
	Iteration 44Q: 3 clusters Score -272855.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -272860.375000 Penalty: 805.527405
	Iteration 45Q: 3 clusters Score -272860.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -272864.250000 Penalty: 805.527405
	Iteration 46Q: 3 clusters Score -272864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -272865.906250 Penalty: 805.527405
	Iteration 47Q: 3 clusters Score -272865.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -272867.062500 Penalty: 805.527405
	Iteration 48Q: 3 clusters Score -272867.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -272867.281250 Penalty: 805.527405
	Iteration 49Q: 3 clusters Score -272867.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -272867.562500 Penalty: 805.527405
	Iteration 50Q: 3 clusters Score -272867.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -272868.531250 Penalty: 805.527405
	Iteration 51Q: 3 clusters Score -272868.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -272869.875000 Penalty: 805.527405
	Iteration 52Q: 3 clusters Score -272869.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -272870.500000 Penalty: 805.527405
	Iteration 53Q: 3 clusters Score -272870.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -272871.000000 Penalty: 805.527405
	Iteration 54Q: 3 clusters Score -272871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -272871.000000 Penalty: 805.527405
	Iteration 55F: 3 clusters Score -272871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Entering Unmasked Estep 
Score: -63730.433594 Penalty: 343.243011
	Iteration 0F: 2 clusters Score -63730.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -62364.808594 Penalty: 686.486023
	Iteration 0F: 3 clusters Score -62364.81 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -63196.542969 Penalty: 686.486023
	Iteration 1F: 3 clusters Score -63196.54 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -63361.339844 Penalty: 686.486023
	Iteration 2F: 3 clusters Score -63361.34 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -63421.968750 Penalty: 686.486023
	Iteration 3F: 3 clusters Score -63421.97 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -63445.125000 Penalty: 686.486023
	Iteration 4Q: 3 clusters Score -63445.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -63464.609375 Penalty: 686.486023
	Iteration 5Q: 3 clusters Score -63464.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -63479.191406 Penalty: 686.486023
	Iteration 6Q: 3 clusters Score -63479.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -63497.152344 Penalty: 686.486023
	Iteration 7Q: 3 clusters Score -63497.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -63512.214844 Penalty: 686.486023
	Iteration 8Q: 3 clusters Score -63512.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -63528.988281 Penalty: 686.486023
	Iteration 9Q: 3 clusters Score -63528.99 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -63545.671875 Penalty: 686.486023
	Iteration 10Q: 3 clusters Score -63545.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -63554.062500 Penalty: 686.486023
	Iteration 11Q: 3 clusters Score -63554.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -63558.308594 Penalty: 686.486023
	Iteration 12Q: 3 clusters Score -63558.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -63561.015625 Penalty: 686.486023
	Iteration 13Q: 3 clusters Score -63561.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -63564.242188 Penalty: 686.486023
	Iteration 14Q: 3 clusters Score -63564.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -63565.835938 Penalty: 686.486023
	Iteration 15Q: 3 clusters Score -63565.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -63567.890625 Penalty: 686.486023
	Iteration 16Q: 3 clusters Score -63567.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -63570.195312 Penalty: 686.486023
	Iteration 17Q: 3 clusters Score -63570.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -63573.667969 Penalty: 686.486023
	Iteration 18Q: 3 clusters Score -63573.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -63578.074219 Penalty: 686.486023
	Iteration 19Q: 3 clusters Score -63578.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -63580.984375 Penalty: 686.486023
	Iteration 20F: 3 clusters Score -63580.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -63583.710938 Penalty: 686.486023
	Iteration 21Q: 3 clusters Score -63583.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -63585.203125 Penalty: 686.486023
	Iteration 22Q: 3 clusters Score -63585.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -63586.886719 Penalty: 686.486023
	Iteration 23Q: 3 clusters Score -63586.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -63588.621094 Penalty: 686.486023
	Iteration 24Q: 3 clusters Score -63588.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -63590.296875 Penalty: 686.486023
	Iteration 25Q: 3 clusters Score -63590.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -63591.402344 Penalty: 686.486023
	Iteration 26Q: 3 clusters Score -63591.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -63591.707031 Penalty: 686.486023
	Iteration 27Q: 3 clusters Score -63591.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -63591.707031 Penalty: 686.486023
	Iteration 28F: 3 clusters Score -63591.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -32114.578125 Penalty: 307.756775
	Iteration 0F: 2 clusters Score -32114.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -31409.697266 Penalty: 615.513550
	Iteration 0F: 3 clusters Score -31409.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -31647.500000 Penalty: 615.513550
	Iteration 1F: 3 clusters Score -31647.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -31731.888672 Penalty: 615.513550
	Iteration 2F: 3 clusters Score -31731.89 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -31789.974609 Penalty: 615.513550
	Iteration 3F: 3 clusters Score -31789.97 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31849.458984 Penalty: 615.513550
	Iteration 4F: 3 clusters Score -31849.46 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31909.330078 Penalty: 615.513550
	Iteration 5F: 3 clusters Score -31909.33 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31960.523438 Penalty: 615.513550
	Iteration 6Q: 3 clusters Score -31960.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31992.501953 Penalty: 615.513550
	Iteration 7Q: 3 clusters Score -31992.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32020.363281 Penalty: 615.513550
	Iteration 8Q: 3 clusters Score -32020.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32052.267578 Penalty: 615.513550
	Iteration 9Q: 3 clusters Score -32052.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32063.066406 Penalty: 615.513550
	Iteration 10Q: 3 clusters Score -32063.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32070.966797 Penalty: 615.513550
	Iteration 11Q: 3 clusters Score -32070.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32075.611328 Penalty: 615.513550
	Iteration 12Q: 3 clusters Score -32075.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32080.322266 Penalty: 615.513550
	Iteration 13Q: 3 clusters Score -32080.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32082.500000 Penalty: 615.513550
	Iteration 14Q: 3 clusters Score -32082.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32083.011719 Penalty: 615.513550
	Iteration 15Q: 3 clusters Score -32083.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32083.560547 Penalty: 615.513550
	Iteration 16Q: 3 clusters Score -32083.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32083.560547 Penalty: 615.513550
	Iteration 17F: 3 clusters Score -32083.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Entering Unmasked Estep 
Score: -273136.718750 Penalty: 400.610474
	Iteration 0F: 2 clusters Score -273136.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -268671.562500 Penalty: 801.220947
	Iteration 0F: 3 clusters Score -268671.6 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -270703.375000 Penalty: 801.220947
	Iteration 1F: 3 clusters Score -270703.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -271169.031250 Penalty: 801.220947
	Iteration 2F: 3 clusters Score -271169 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -271701.562500 Penalty: 801.220947
	Iteration 3F: 3 clusters Score -271701.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -272101.125000 Penalty: 801.220947
	Iteration 4F: 3 clusters Score -272101.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -272342.312500 Penalty: 801.220947
	Iteration 5F: 3 clusters Score -272342.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -272493.343750 Penalty: 801.220947
	Iteration 6Q: 3 clusters Score -272493.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -272602.750000 Penalty: 801.220947
	Iteration 7Q: 3 clusters Score -272602.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -272692.093750 Penalty: 801.220947
	Iteration 8Q: 3 clusters Score -272692.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -272760.906250 Penalty: 801.220947
	Iteration 9Q: 3 clusters Score -272760.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -272836.406250 Penalty: 801.220947
	Iteration 10Q: 3 clusters Score -272836.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -272883.375000 Penalty: 801.220947
	Iteration 11Q: 3 clusters Score -272883.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -272923.718750 Penalty: 801.220947
	Iteration 12Q: 3 clusters Score -272923.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -272969.156250 Penalty: 801.220947
	Iteration 13Q: 3 clusters Score -272969.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -273018.937500 Penalty: 801.220947
	Iteration 14Q: 3 clusters Score -273018.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -273054.000000 Penalty: 801.220947
	Iteration 15Q: 3 clusters Score -273054 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -273074.250000 Penalty: 801.220947
	Iteration 16Q: 3 clusters Score -273074.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -273094.500000 Penalty: 801.220947
	Iteration 17Q: 3 clusters Score -273094.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -273110.687500 Penalty: 801.220947
	Iteration 18Q: 3 clusters Score -273110.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -273123.812500 Penalty: 801.220947
	Iteration 19Q: 3 clusters Score -273123.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -273133.656250 Penalty: 801.220947
	Iteration 20F: 3 clusters Score -273133.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -273137.062500 Penalty: 801.220947
	Iteration 21Q: 3 clusters Score -273137.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -273137.937500 Penalty: 801.220947
	Iteration 22Q: 3 clusters Score -273137.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -273138.906250 Penalty: 801.220947
	Iteration 23Q: 3 clusters Score -273138.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -273140.468750 Penalty: 801.220947
	Iteration 24Q: 3 clusters Score -273140.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -273141.343750 Penalty: 801.220947
	Iteration 25Q: 3 clusters Score -273141.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -273141.375000 Penalty: 801.220947
	Iteration 26Q: 3 clusters Score -273141.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -273141.937500 Penalty: 801.220947
	Iteration 27Q: 3 clusters Score -273141.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -273143.093750 Penalty: 801.220947
	Iteration 28Q: 3 clusters Score -273143.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -273143.187500 Penalty: 801.220947
	Iteration 29Q: 3 clusters Score -273143.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -273144.187500 Penalty: 801.220947
	Iteration 30Q: 3 clusters Score -273144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -273144.375000 Penalty: 801.220947
	Iteration 31Q: 3 clusters Score -273144.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -273145.031250 Penalty: 801.220947
	Iteration 32Q: 3 clusters Score -273145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -273145.125000 Penalty: 801.220947
	Iteration 33Q: 3 clusters Score -273145.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -273145.218750 Penalty: 801.220947
	Iteration 34Q: 3 clusters Score -273145.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -273145.343750 Penalty: 801.220947
	Iteration 35Q: 3 clusters Score -273145.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -273145.250000 Penalty: 801.220947
	Iteration 36Q: 3 clusters Score -273145.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -273145.281250 Penalty: 801.220947
	Iteration 37Q: 3 clusters Score -273145.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -273145.593750 Penalty: 801.220947
	Iteration 38Q: 3 clusters Score -273145.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -273145.468750 Penalty: 801.220947
	Iteration 39Q: 3 clusters Score -273145.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -273145.625000 Penalty: 801.220947
	Iteration 40F: 3 clusters Score -273145.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1544 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 2438 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 25375 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 5589 members 
Mstep: Class 11 contains 4715 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 14 contains 29538 members 
Mstep: Class 15 contains 2028 members 
Mstep: Class 16 contains 197026 members 
Mstep: Class 17 contains 5438 members 
Mstep: Class 18 contains 6988 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 1739 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 12583 members 
Mstep: Class 26 contains 1574 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11951 members 
Mstep: Class 29 contains 62563 members 
Mstep: Class 30 contains 282 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1314 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 58056 members 
Mstep: Class 40 contains 3746 members 
Mstep: Class 41 contains 2293 members 
Mstep: Class 42 contains 220656 members 
Mstep: Class 43 contains 5690 members 
Entering Unmasked Estep 
Score: -28310490.000000 Penalty: 26414.312500
Splitting cluster 21 changes total score from -28301280.000000 to -28310490.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 22 (1739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Entering Unmasked Estep 
Score: -67138.164062 Penalty: 339.478485
	Iteration 0F: 2 clusters Score -67138.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -65873.921875 Penalty: 678.956970
	Iteration 0F: 3 clusters Score -65873.92 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -66302.765625 Penalty: 678.956970
	Iteration 1F: 3 clusters Score -66302.77 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -66374.476562 Penalty: 678.956970
	Iteration 2F: 3 clusters Score -66374.48 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -66430.765625 Penalty: 678.956970
	Iteration 3F: 3 clusters Score -66430.77 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -66501.710938 Penalty: 678.956970
	Iteration 4Q: 3 clusters Score -66501.71 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -66572.054688 Penalty: 678.956970
	Iteration 5Q: 3 clusters Score -66572.05 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -66626.000000 Penalty: 678.956970
	Iteration 6Q: 3 clusters Score -66626 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -66679.367188 Penalty: 678.956970
	Iteration 7Q: 3 clusters Score -66679.37 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -66719.562500 Penalty: 678.956970
	Iteration 8Q: 3 clusters Score -66719.56 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -66738.945312 Penalty: 678.956970
	Iteration 9Q: 3 clusters Score -66738.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -66761.593750 Penalty: 678.956970
	Iteration 10Q: 3 clusters Score -66761.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -66796.523438 Penalty: 678.956970
	Iteration 11Q: 3 clusters Score -66796.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -66826.929688 Penalty: 678.956970
	Iteration 12Q: 3 clusters Score -66826.93 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -66855.851562 Penalty: 678.956970
	Iteration 13Q: 3 clusters Score -66855.85 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -66876.976562 Penalty: 678.956970
	Iteration 14Q: 3 clusters Score -66876.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -66892.617188 Penalty: 678.956970
	Iteration 15Q: 3 clusters Score -66892.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -66901.257812 Penalty: 678.956970
	Iteration 16Q: 3 clusters Score -66901.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -66904.203125 Penalty: 678.956970
	Iteration 17Q: 3 clusters Score -66904.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -66907.523438 Penalty: 678.956970
	Iteration 18Q: 3 clusters Score -66907.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -66909.992188 Penalty: 678.956970
	Iteration 19Q: 3 clusters Score -66909.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -66912.281250 Penalty: 678.956970
	Iteration 20F: 3 clusters Score -66912.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -66913.812500 Penalty: 678.956970
	Iteration 21Q: 3 clusters Score -66913.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -66915.429688 Penalty: 678.956970
	Iteration 22Q: 3 clusters Score -66915.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -66916.867188 Penalty: 678.956970
	Iteration 23Q: 3 clusters Score -66916.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -66917.757812 Penalty: 678.956970
	Iteration 24Q: 3 clusters Score -66917.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -66918.390625 Penalty: 678.956970
	Iteration 25Q: 3 clusters Score -66918.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -66919.890625 Penalty: 678.956970
	Iteration 26Q: 3 clusters Score -66919.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -66920.945312 Penalty: 678.956970
	Iteration 27Q: 3 clusters Score -66920.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -66921.125000 Penalty: 678.956970
	Iteration 28Q: 3 clusters Score -66921.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -66921.140625 Penalty: 678.956970
	Iteration 29Q: 3 clusters Score -66921.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -66921.140625 Penalty: 678.956970
	Iteration 30F: 3 clusters Score -66921.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Entering Unmasked Estep 
Score: -231950.046875 Penalty: 395.140259
	Iteration 0F: 2 clusters Score -231950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -227967.843750 Penalty: 790.280518
	Iteration 0F: 3 clusters Score -227967.8 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -229603.703125 Penalty: 790.280518
	Iteration 1F: 3 clusters Score -229603.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -229934.968750 Penalty: 790.280518
	Iteration 2F: 3 clusters Score -229935 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -230233.515625 Penalty: 790.280518
	Iteration 3F: 3 clusters Score -230233.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -230562.203125 Penalty: 790.280518
	Iteration 4F: 3 clusters Score -230562.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -230833.062500 Penalty: 790.280518
	Iteration 5F: 3 clusters Score -230833.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -231075.906250 Penalty: 790.280518
	Iteration 6Q: 3 clusters Score -231075.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -231215.671875 Penalty: 790.280518
	Iteration 7Q: 3 clusters Score -231215.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -231283.875000 Penalty: 790.280518
	Iteration 8Q: 3 clusters Score -231283.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -231349.984375 Penalty: 790.280518
	Iteration 9Q: 3 clusters Score -231350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -231390.718750 Penalty: 790.280518
	Iteration 10Q: 3 clusters Score -231390.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -231430.343750 Penalty: 790.280518
	Iteration 11Q: 3 clusters Score -231430.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -231465.265625 Penalty: 790.280518
	Iteration 12Q: 3 clusters Score -231465.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -231508.234375 Penalty: 790.280518
	Iteration 13Q: 3 clusters Score -231508.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -231549.046875 Penalty: 790.280518
	Iteration 14Q: 3 clusters Score -231549 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -231585.765625 Penalty: 790.280518
	Iteration 15Q: 3 clusters Score -231585.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -231609.546875 Penalty: 790.280518
	Iteration 16Q: 3 clusters Score -231609.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -231625.625000 Penalty: 790.280518
	Iteration 17Q: 3 clusters Score -231625.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -231640.921875 Penalty: 790.280518
	Iteration 18Q: 3 clusters Score -231640.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -231653.312500 Penalty: 790.280518
	Iteration 19Q: 3 clusters Score -231653.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -231664.906250 Penalty: 790.280518
	Iteration 20F: 3 clusters Score -231664.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -231669.625000 Penalty: 790.280518
	Iteration 21Q: 3 clusters Score -231669.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -231672.437500 Penalty: 790.280518
	Iteration 22Q: 3 clusters Score -231672.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -231675.109375 Penalty: 790.280518
	Iteration 23Q: 3 clusters Score -231675.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -231679.640625 Penalty: 790.280518
	Iteration 24Q: 3 clusters Score -231679.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -231682.296875 Penalty: 790.280518
	Iteration 25Q: 3 clusters Score -231682.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -231684.031250 Penalty: 790.280518
	Iteration 26Q: 3 clusters Score -231684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -231685.031250 Penalty: 790.280518
	Iteration 27Q: 3 clusters Score -231685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -231686.250000 Penalty: 790.280518
	Iteration 28Q: 3 clusters Score -231686.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -231686.937500 Penalty: 790.280518
	Iteration 29Q: 3 clusters Score -231686.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -231687.437500 Penalty: 790.280518
	Iteration 30Q: 3 clusters Score -231687.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -231688.203125 Penalty: 790.280518
	Iteration 31Q: 3 clusters Score -231688.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -231688.203125 Penalty: 790.280518
	Iteration 32F: 3 clusters Score -231688.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -43088.125000 Penalty: 319.499939
	Iteration 0F: 2 clusters Score -43088.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -42211.738281 Penalty: 638.999878
	Iteration 0F: 3 clusters Score -42211.74 nChanged 424
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: -42514.402344 Penalty: 638.999878
	Iteration 1F: 3 clusters Score -42514.4 nChanged 91
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: -42586.933594 Penalty: 638.999878
	Iteration 2F: 3 clusters Score -42586.93 nChanged 69
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: -42646.261719 Penalty: 638.999878
	Iteration 3F: 3 clusters Score -42646.26 nChanged 57
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: -42694.492188 Penalty: 638.999878
	Iteration 4F: 3 clusters Score -42694.49 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -42725.484375 Penalty: 638.999878
	Iteration 5Q: 3 clusters Score -42725.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -42756.410156 Penalty: 638.999878
	Iteration 6Q: 3 clusters Score -42756.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -42778.425781 Penalty: 638.999878
	Iteration 7Q: 3 clusters Score -42778.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -42793.140625 Penalty: 638.999878
	Iteration 8Q: 3 clusters Score -42793.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -42804.328125 Penalty: 638.999878
	Iteration 9Q: 3 clusters Score -42804.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -42812.992188 Penalty: 638.999878
	Iteration 10Q: 3 clusters Score -42812.99 nChanged 14
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: -42822.183594 Penalty: 638.999878
	Iteration 11Q: 3 clusters Score -42822.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -42829.242188 Penalty: 638.999878
	Iteration 12Q: 3 clusters Score -42829.24 nChanged 16
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: -42838.332031 Penalty: 638.999878
	Iteration 13Q: 3 clusters Score -42838.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -42848.175781 Penalty: 638.999878
	Iteration 14Q: 3 clusters Score -42848.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -42860.027344 Penalty: 638.999878
	Iteration 15Q: 3 clusters Score -42860.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -42871.937500 Penalty: 638.999878
	Iteration 16Q: 3 clusters Score -42871.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -42882.750000 Penalty: 638.999878
	Iteration 17Q: 3 clusters Score -42882.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -42891.667969 Penalty: 638.999878
	Iteration 18Q: 3 clusters Score -42891.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -42902.320312 Penalty: 638.999878
	Iteration 19Q: 3 clusters Score -42902.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -42908.683594 Penalty: 638.999878
	Iteration 20F: 3 clusters Score -42908.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -42915.652344 Penalty: 638.999878
	Iteration 21Q: 3 clusters Score -42915.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -42921.382812 Penalty: 638.999878
	Iteration 22Q: 3 clusters Score -42921.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -42926.289062 Penalty: 638.999878
	Iteration 23Q: 3 clusters Score -42926.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -42930.128906 Penalty: 638.999878
	Iteration 24Q: 3 clusters Score -42930.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -42935.285156 Penalty: 638.999878
	Iteration 25Q: 3 clusters Score -42935.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -42939.511719 Penalty: 638.999878
	Iteration 26Q: 3 clusters Score -42939.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -42944.781250 Penalty: 638.999878
	Iteration 27Q: 3 clusters Score -42944.78 nChanged 6
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: -42947.652344 Penalty: 638.999878
	Iteration 28Q: 3 clusters Score -42947.65 nChanged 3
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: -42948.351562 Penalty: 638.999878
	Iteration 29Q: 3 clusters Score -42948.35 nChanged 2
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: -42949.292969 Penalty: 638.999878
	Iteration 30Q: 3 clusters Score -42949.29 nChanged 2
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: -42949.800781 Penalty: 638.999878
	Iteration 31Q: 3 clusters Score -42949.8 nChanged 3
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: -42950.542969 Penalty: 638.999878
	Iteration 32Q: 3 clusters Score -42950.54 nChanged 2
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: -42951.027344 Penalty: 638.999878
	Iteration 33Q: 3 clusters Score -42951.03 nChanged 0
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: -42951.027344 Penalty: 638.999878
	Iteration 34F: 3 clusters Score -42951.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Entering Unmasked Estep 
Score: -490872.843750 Penalty: 429.524628
	Iteration 0F: 2 clusters Score -490872.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -482513.625000 Penalty: 859.049255
	Iteration 0F: 3 clusters Score -482513.6 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -486137.500000 Penalty: 859.049255
	Iteration 1F: 3 clusters Score -486137.5 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -486524.031250 Penalty: 859.049255
	Iteration 2F: 3 clusters Score -486524 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -486963.156250 Penalty: 859.049255
	Iteration 3F: 3 clusters Score -486963.2 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -487409.125000 Penalty: 859.049255
	Iteration 4F: 3 clusters Score -487409.1 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -487994.656250 Penalty: 859.049255
	Iteration 5F: 3 clusters Score -487994.7 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -488654.812500 Penalty: 859.049255
	Iteration 6F: 3 clusters Score -488654.8 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -489295.562500 Penalty: 859.049255
	Iteration 7F: 3 clusters Score -489295.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -489830.906250 Penalty: 859.049255
	Iteration 8Q: 3 clusters Score -489830.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -490192.843750 Penalty: 859.049255
	Iteration 9Q: 3 clusters Score -490192.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -490409.125000 Penalty: 859.049255
	Iteration 10Q: 3 clusters Score -490409.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -490522.375000 Penalty: 859.049255
	Iteration 11Q: 3 clusters Score -490522.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -490581.687500 Penalty: 859.049255
	Iteration 12Q: 3 clusters Score -490581.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -490618.437500 Penalty: 859.049255
	Iteration 13Q: 3 clusters Score -490618.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -490645.156250 Penalty: 859.049255
	Iteration 14Q: 3 clusters Score -490645.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -490664.500000 Penalty: 859.049255
	Iteration 15Q: 3 clusters Score -490664.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -490677.187500 Penalty: 859.049255
	Iteration 16Q: 3 clusters Score -490677.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -490688.968750 Penalty: 859.049255
	Iteration 17Q: 3 clusters Score -490689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -490695.406250 Penalty: 859.049255
	Iteration 18Q: 3 clusters Score -490695.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -490698.343750 Penalty: 859.049255
	Iteration 19Q: 3 clusters Score -490698.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -490700.468750 Penalty: 859.049255
	Iteration 20F: 3 clusters Score -490700.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -490702.687500 Penalty: 859.049255
	Iteration 21Q: 3 clusters Score -490702.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -490703.125000 Penalty: 859.049255
	Iteration 22Q: 3 clusters Score -490703.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -490703.437500 Penalty: 859.049255
	Iteration 23Q: 3 clusters Score -490703.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -490703.781250 Penalty: 859.049255
	Iteration 24Q: 3 clusters Score -490703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -490704.593750 Penalty: 859.049255
	Iteration 25Q: 3 clusters Score -490704.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -490704.593750 Penalty: 859.049255
	Iteration 26F: 3 clusters Score -490704.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Entering Unmasked Estep 
Score: -58590.250000 Penalty: 334.942566
	Iteration 0F: 2 clusters Score -58590.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -57405.277344 Penalty: 669.885132
	Iteration 0F: 3 clusters Score -57405.28 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -57797.863281 Penalty: 669.885132
	Iteration 1F: 3 clusters Score -57797.86 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -57922.472656 Penalty: 669.885132
	Iteration 2F: 3 clusters Score -57922.47 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -58039.363281 Penalty: 669.885132
	Iteration 3F: 3 clusters Score -58039.36 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58138.308594 Penalty: 669.885132
	Iteration 4F: 3 clusters Score -58138.31 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58203.300781 Penalty: 669.885132
	Iteration 5Q: 3 clusters Score -58203.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58242.367188 Penalty: 669.885132
	Iteration 6Q: 3 clusters Score -58242.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -58271.011719 Penalty: 669.885132
	Iteration 7Q: 3 clusters Score -58271.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -58292.511719 Penalty: 669.885132
	Iteration 8Q: 3 clusters Score -58292.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58319.472656 Penalty: 669.885132
	Iteration 9Q: 3 clusters Score -58319.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -58339.441406 Penalty: 669.885132
	Iteration 10Q: 3 clusters Score -58339.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -58352.902344 Penalty: 669.885132
	Iteration 11Q: 3 clusters Score -58352.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -58358.750000 Penalty: 669.885132
	Iteration 12Q: 3 clusters Score -58358.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -58363.742188 Penalty: 669.885132
	Iteration 13Q: 3 clusters Score -58363.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -58374.414062 Penalty: 669.885132
	Iteration 14Q: 3 clusters Score -58374.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -58379.683594 Penalty: 669.885132
	Iteration 15Q: 3 clusters Score -58379.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -58381.652344 Penalty: 669.885132
	Iteration 16Q: 3 clusters Score -58381.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -58385.183594 Penalty: 669.885132
	Iteration 17Q: 3 clusters Score -58385.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -58387.074219 Penalty: 669.885132
	Iteration 18Q: 3 clusters Score -58387.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -58387.855469 Penalty: 669.885132
	Iteration 19Q: 3 clusters Score -58387.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -58388.867188 Penalty: 669.885132
	Iteration 20F: 3 clusters Score -58388.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -64026.824219 Penalty: 336.811554
	Iteration 0F: 2 clusters Score -64026.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -62795.343750 Penalty: 673.623108
	Iteration 0F: 3 clusters Score -62795.34 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -63154.996094 Penalty: 673.623108
	Iteration 1F: 3 clusters Score -63155 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -63213.277344 Penalty: 673.623108
	Iteration 2F: 3 clusters Score -63213.28 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -63256.355469 Penalty: 673.623108
	Iteration 3F: 3 clusters Score -63256.36 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -63285.351562 Penalty: 673.623108
	Iteration 4Q: 3 clusters Score -63285.35 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -63313.164062 Penalty: 673.623108
	Iteration 5Q: 3 clusters Score -63313.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -63335.898438 Penalty: 673.623108
	Iteration 6Q: 3 clusters Score -63335.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -63361.843750 Penalty: 673.623108
	Iteration 7Q: 3 clusters Score -63361.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -63407.074219 Penalty: 673.623108
	Iteration 8Q: 3 clusters Score -63407.07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -63457.941406 Penalty: 673.623108
	Iteration 9Q: 3 clusters Score -63457.94 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -63493.355469 Penalty: 673.623108
	Iteration 10Q: 3 clusters Score -63493.36 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -63527.546875 Penalty: 673.623108
	Iteration 11Q: 3 clusters Score -63527.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -63554.058594 Penalty: 673.623108
	Iteration 12Q: 3 clusters Score -63554.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -63570.742188 Penalty: 673.623108
	Iteration 13Q: 3 clusters Score -63570.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -63584.625000 Penalty: 673.623108
	Iteration 14Q: 3 clusters Score -63584.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -63597.496094 Penalty: 673.623108
	Iteration 15Q: 3 clusters Score -63597.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -63608.941406 Penalty: 673.623108
	Iteration 16Q: 3 clusters Score -63608.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -63616.726562 Penalty: 673.623108
	Iteration 17Q: 3 clusters Score -63616.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -63621.285156 Penalty: 673.623108
	Iteration 18Q: 3 clusters Score -63621.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -63628.898438 Penalty: 673.623108
	Iteration 19Q: 3 clusters Score -63628.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -63641.218750 Penalty: 673.623108
	Iteration 20F: 3 clusters Score -63641.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -63653.601562 Penalty: 673.623108
	Iteration 21Q: 3 clusters Score -63653.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -63658.628906 Penalty: 673.623108
	Iteration 22Q: 3 clusters Score -63658.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -63663.406250 Penalty: 673.623108
	Iteration 23Q: 3 clusters Score -63663.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -63669.355469 Penalty: 673.623108
	Iteration 24Q: 3 clusters Score -63669.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -63673.335938 Penalty: 673.623108
	Iteration 25Q: 3 clusters Score -63673.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -63676.433594 Penalty: 673.623108
	Iteration 26Q: 3 clusters Score -63676.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -63680.878906 Penalty: 673.623108
	Iteration 27Q: 3 clusters Score -63680.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -63686.179688 Penalty: 673.623108
	Iteration 28Q: 3 clusters Score -63686.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -63690.617188 Penalty: 673.623108
	Iteration 29Q: 3 clusters Score -63690.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -63694.714844 Penalty: 673.623108
	Iteration 30Q: 3 clusters Score -63694.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -63696.464844 Penalty: 673.623108
	Iteration 31Q: 3 clusters Score -63696.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -63697.238281 Penalty: 673.623108
	Iteration 32Q: 3 clusters Score -63697.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -63700.535156 Penalty: 673.623108
	Iteration 33Q: 3 clusters Score -63700.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -63704.367188 Penalty: 673.623108
	Iteration 34Q: 3 clusters Score -63704.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -63706.644531 Penalty: 673.623108
	Iteration 35Q: 3 clusters Score -63706.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -63709.179688 Penalty: 673.623108
	Iteration 36Q: 3 clusters Score -63709.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -63709.855469 Penalty: 673.623108
	Iteration 37Q: 3 clusters Score -63709.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -63710.367188 Penalty: 673.623108
	Iteration 38Q: 3 clusters Score -63710.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -63713.109375 Penalty: 673.623108
	Iteration 39Q: 3 clusters Score -63713.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -63715.410156 Penalty: 673.623108
	Iteration 40F: 3 clusters Score -63715.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -63719.312500 Penalty: 673.623108
	Iteration 41Q: 3 clusters Score -63719.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -63720.851562 Penalty: 673.623108
	Iteration 42Q: 3 clusters Score -63720.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -63721.777344 Penalty: 673.623108
	Iteration 43Q: 3 clusters Score -63721.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -63722.746094 Penalty: 673.623108
	Iteration 44Q: 3 clusters Score -63722.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -63723.613281 Penalty: 673.623108
	Iteration 45Q: 3 clusters Score -63723.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -63725.250000 Penalty: 673.623108
	Iteration 46Q: 3 clusters Score -63725.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -63727.464844 Penalty: 673.623108
	Iteration 47Q: 3 clusters Score -63727.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -63728.703125 Penalty: 673.623108
	Iteration 48Q: 3 clusters Score -63728.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -63729.031250 Penalty: 673.623108
	Iteration 49Q: 3 clusters Score -63729.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -63729.031250 Penalty: 673.623108
	Iteration 50F: 3 clusters Score -63729.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Entering Unmasked Estep 
Score: -471110.656250 Penalty: 427.179932
	Iteration 0F: 2 clusters Score -471110.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -463127.906250 Penalty: 854.359863
	Iteration 0F: 3 clusters Score -463127.9 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -466480.562500 Penalty: 854.359863
	Iteration 1F: 3 clusters Score -466480.6 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -466809.687500 Penalty: 854.359863
	Iteration 2F: 3 clusters Score -466809.7 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -467264.812500 Penalty: 854.359863
	Iteration 3F: 3 clusters Score -467264.8 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -467859.843750 Penalty: 854.359863
	Iteration 4F: 3 clusters Score -467859.8 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -468547.343750 Penalty: 854.359863
	Iteration 5F: 3 clusters Score -468547.3 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -469224.343750 Penalty: 854.359863
	Iteration 6F: 3 clusters Score -469224.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -469737.968750 Penalty: 854.359863
	Iteration 7Q: 3 clusters Score -469738 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -470086.875000 Penalty: 854.359863
	Iteration 8Q: 3 clusters Score -470086.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -470313.906250 Penalty: 854.359863
	Iteration 9Q: 3 clusters Score -470313.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -470438.843750 Penalty: 854.359863
	Iteration 10Q: 3 clusters Score -470438.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -470524.968750 Penalty: 854.359863
	Iteration 11Q: 3 clusters Score -470525 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -470594.937500 Penalty: 854.359863
	Iteration 12Q: 3 clusters Score -470594.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -470651.687500 Penalty: 854.359863
	Iteration 13Q: 3 clusters Score -470651.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -470693.406250 Penalty: 854.359863
	Iteration 14Q: 3 clusters Score -470693.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -470723.156250 Penalty: 854.359863
	Iteration 15Q: 3 clusters Score -470723.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -470740.718750 Penalty: 854.359863
	Iteration 16Q: 3 clusters Score -470740.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -470752.468750 Penalty: 854.359863
	Iteration 17Q: 3 clusters Score -470752.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -470771.968750 Penalty: 854.359863
	Iteration 18Q: 3 clusters Score -470772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -470795.562500 Penalty: 854.359863
	Iteration 19Q: 3 clusters Score -470795.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -470809.406250 Penalty: 854.359863
	Iteration 20F: 3 clusters Score -470809.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -470816.062500 Penalty: 854.359863
	Iteration 21Q: 3 clusters Score -470816.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -470820.187500 Penalty: 854.359863
	Iteration 22Q: 3 clusters Score -470820.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -470822.375000 Penalty: 854.359863
	Iteration 23Q: 3 clusters Score -470822.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -470824.906250 Penalty: 854.359863
	Iteration 24Q: 3 clusters Score -470824.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -470826.468750 Penalty: 854.359863
	Iteration 25Q: 3 clusters Score -470826.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -470827.500000 Penalty: 854.359863
	Iteration 26Q: 3 clusters Score -470827.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -470827.781250 Penalty: 854.359863
	Iteration 27Q: 3 clusters Score -470827.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -470828.000000 Penalty: 854.359863
	Iteration 28Q: 3 clusters Score -470828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -470828.000000 Penalty: 854.359863
	Iteration 29F: 3 clusters Score -470828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (62563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Entering Unmasked Estep 
Score: -2706083.250000 Penalty: 502.498779
	Iteration 0F: 2 clusters Score -2706083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -2664062.000000 Penalty: 1004.997559
	Iteration 0F: 3 clusters Score -2664062 nChanged 30326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -2682609.500000 Penalty: 1004.997559
	Iteration 1F: 3 clusters Score -2682610 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -2683248.250000 Penalty: 1004.997559
	Iteration 2Q: 3 clusters Score -2683248 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -2684179.250000 Penalty: 1004.997559
	Iteration 3Q: 3 clusters Score -2684179 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -2685831.750000 Penalty: 1004.997559
	Iteration 4Q: 3 clusters Score -2685832 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -2688663.250000 Penalty: 1004.997559
	Iteration 5F: 3 clusters Score -2688663 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2692491.250000 Penalty: 1004.997559
	Iteration 6F: 3 clusters Score -2692491 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2696083.750000 Penalty: 1004.997559
	Iteration 7F: 3 clusters Score -2696084 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2698507.750000 Penalty: 1004.997559
	Iteration 8F: 3 clusters Score -2698508 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2699875.500000 Penalty: 1004.997559
	Iteration 9Q: 3 clusters Score -2699876 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2700715.500000 Penalty: 1004.997559
	Iteration 10Q: 3 clusters Score -2700716 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2701408.500000 Penalty: 1004.997559
	Iteration 11Q: 3 clusters Score -2701408 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2702005.750000 Penalty: 1004.997559
	Iteration 12Q: 3 clusters Score -2702006 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2702620.000000 Penalty: 1004.997559
	Iteration 13Q: 3 clusters Score -2702620 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2703168.500000 Penalty: 1004.997559
	Iteration 14Q: 3 clusters Score -2703168 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2703667.250000 Penalty: 1004.997559
	Iteration 15Q: 3 clusters Score -2703667 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2704089.500000 Penalty: 1004.997559
	Iteration 16Q: 3 clusters Score -2704090 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2704369.500000 Penalty: 1004.997559
	Iteration 17Q: 3 clusters Score -2704370 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2704597.000000 Penalty: 1004.997559
	Iteration 18Q: 3 clusters Score -2704597 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2704765.750000 Penalty: 1004.997559
	Iteration 19Q: 3 clusters Score -2704766 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2704910.000000 Penalty: 1004.997559
	Iteration 20F: 3 clusters Score -2704910 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2705012.500000 Penalty: 1004.997559
	Iteration 21Q: 3 clusters Score -2705012 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2705092.750000 Penalty: 1004.997559
	Iteration 22Q: 3 clusters Score -2705093 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2705150.000000 Penalty: 1004.997559
	Iteration 23Q: 3 clusters Score -2705150 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2705199.500000 Penalty: 1004.997559
	Iteration 24Q: 3 clusters Score -2705200 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2705216.000000 Penalty: 1004.997559
	Iteration 25Q: 3 clusters Score -2705216 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2705227.750000 Penalty: 1004.997559
	Iteration 26Q: 3 clusters Score -2705228 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2705255.750000 Penalty: 1004.997559
	Iteration 27Q: 3 clusters Score -2705256 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2705265.250000 Penalty: 1004.997559
	Iteration 28Q: 3 clusters Score -2705265 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2705273.000000 Penalty: 1004.997559
	Iteration 29Q: 3 clusters Score -2705273 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -2705272.250000 Penalty: 1004.997559
	Iteration 30Q: 3 clusters Score -2705272 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2705268.750000 Penalty: 1004.997559
	Iteration 31Q: 3 clusters Score -2705269 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2705283.500000 Penalty: 1004.997559
	Iteration 32Q: 3 clusters Score -2705284 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2705295.500000 Penalty: 1004.997559
	Iteration 33Q: 3 clusters Score -2705296 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2705306.000000 Penalty: 1004.997559
	Iteration 34Q: 3 clusters Score -2705306 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2705307.000000 Penalty: 1004.997559
	Iteration 35Q: 3 clusters Score -2705307 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2705315.500000 Penalty: 1004.997559
	Iteration 36Q: 3 clusters Score -2705316 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2705321.750000 Penalty: 1004.997559
	Iteration 37Q: 3 clusters Score -2705322 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2705329.000000 Penalty: 1004.997559
	Iteration 38Q: 3 clusters Score -2705329 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2705330.500000 Penalty: 1004.997559
	Iteration 39Q: 3 clusters Score -2705330 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2705329.000000 Penalty: 1004.997559
	Iteration 40F: 3 clusters Score -2705329 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2705335.500000 Penalty: 1004.997559
	Iteration 41Q: 3 clusters Score -2705336 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2705342.250000 Penalty: 1004.997559
	Iteration 42Q: 3 clusters Score -2705342 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2705353.250000 Penalty: 1004.997559
	Iteration 43Q: 3 clusters Score -2705353 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2705351.250000 Penalty: 1004.997559
	Iteration 44Q: 3 clusters Score -2705351 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2705359.000000 Penalty: 1004.997559
	Iteration 45Q: 3 clusters Score -2705359 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2705358.500000 Penalty: 1004.997559
	Iteration 46Q: 3 clusters Score -2705358 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2705366.000000 Penalty: 1004.997559
	Iteration 47Q: 3 clusters Score -2705366 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2705365.250000 Penalty: 1004.997559
	Iteration 48Q: 3 clusters Score -2705365 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2705370.250000 Penalty: 1004.997559
	Iteration 49Q: 3 clusters Score -2705370 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2705371.750000 Penalty: 1004.997559
	Iteration 50Q: 3 clusters Score -2705372 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2705371.750000 Penalty: 1004.997559
	Iteration 51Q: 3 clusters Score -2705372 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2705374.250000 Penalty: 1004.997559
	Iteration 52Q: 3 clusters Score -2705374 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2705385.250000 Penalty: 1004.997559
	Iteration 53Q: 3 clusters Score -2705385 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2705390.500000 Penalty: 1004.997559
	Iteration 54Q: 3 clusters Score -2705390 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49670 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2705407.750000 Penalty: 1004.997559
	Iteration 55Q: 3 clusters Score -2705408 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2705420.000000 Penalty: 1004.997559
	Iteration 56Q: 3 clusters Score -2705420 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2705434.250000 Penalty: 1004.997559
	Iteration 57Q: 3 clusters Score -2705434 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2705435.250000 Penalty: 1004.997559
	Iteration 58Q: 3 clusters Score -2705435 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2705443.250000 Penalty: 1004.997559
	Iteration 59Q: 3 clusters Score -2705443 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2705439.000000 Penalty: 1004.997559
	Iteration 60F: 3 clusters Score -2705439 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2705448.500000 Penalty: 1004.997559
	Iteration 61Q: 3 clusters Score -2705448 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50444 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2705454.750000 Penalty: 1004.997559
	Iteration 62Q: 3 clusters Score -2705455 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2705453.750000 Penalty: 1004.997559
	Iteration 63Q: 3 clusters Score -2705454 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2705460.000000 Penalty: 1004.997559
	Iteration 64Q: 3 clusters Score -2705460 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2705467.750000 Penalty: 1004.997559
	Iteration 65Q: 3 clusters Score -2705468 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2705468.500000 Penalty: 1004.997559
	Iteration 66Q: 3 clusters Score -2705468 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2705480.250000 Penalty: 1004.997559
	Iteration 67Q: 3 clusters Score -2705480 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2705492.500000 Penalty: 1004.997559
	Iteration 68Q: 3 clusters Score -2705492 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2705503.250000 Penalty: 1004.997559
	Iteration 69Q: 3 clusters Score -2705503 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2705506.750000 Penalty: 1004.997559
	Iteration 70Q: 3 clusters Score -2705507 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2705521.000000 Penalty: 1004.997559
	Iteration 71Q: 3 clusters Score -2705521 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2705525.750000 Penalty: 1004.997559
	Iteration 72Q: 3 clusters Score -2705526 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2705531.750000 Penalty: 1004.997559
	Iteration 73Q: 3 clusters Score -2705532 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2705521.500000 Penalty: 1004.997559
	Iteration 74Q: 3 clusters Score -2705522 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2705528.250000 Penalty: 1004.997559
	Iteration 75Q: 3 clusters Score -2705528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51861 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2705532.250000 Penalty: 1004.997559
	Iteration 76Q: 3 clusters Score -2705532 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2705541.250000 Penalty: 1004.997559
	Iteration 77Q: 3 clusters Score -2705541 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2705542.000000 Penalty: 1004.997559
	Iteration 78Q: 3 clusters Score -2705542 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2705545.000000 Penalty: 1004.997559
	Iteration 79Q: 3 clusters Score -2705545 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2705545.500000 Penalty: 1004.997559
	Iteration 80F: 3 clusters Score -2705546 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2705551.250000 Penalty: 1004.997559
	Iteration 81Q: 3 clusters Score -2705551 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2705556.500000 Penalty: 1004.997559
	Iteration 82Q: 3 clusters Score -2705556 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52393 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2705564.750000 Penalty: 1004.997559
	Iteration 83Q: 3 clusters Score -2705565 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2705569.250000 Penalty: 1004.997559
	Iteration 84Q: 3 clusters Score -2705569 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2705586.750000 Penalty: 1004.997559
	Iteration 85Q: 3 clusters Score -2705587 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2705585.750000 Penalty: 1004.997559
	Iteration 86Q: 3 clusters Score -2705586 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2705593.750000 Penalty: 1004.997559
	Iteration 87Q: 3 clusters Score -2705594 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 9612 members 
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Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 9521 members 
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Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 9424 members 
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Mstep: Class 1 contains 53343 members 
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Mstep: Class 2 contains 9116 members 
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Mstep: Class 1 contains 53695 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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Mstep: Class 2 contains 7841 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2705886.250000 Penalty: 1004.997559
	Iteration 181Q: 3 clusters Score -2705886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2705893.500000 Penalty: 1004.997559
	Iteration 182Q: 3 clusters Score -2705894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57791 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2705890.750000 Penalty: 1004.997559
	Iteration 183Q: 3 clusters Score -2705891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2705897.500000 Penalty: 1004.997559
	Iteration 184Q: 3 clusters Score -2705898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2705895.000000 Penalty: 1004.997559
	Iteration 185Q: 3 clusters Score -2705895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2705895.500000 Penalty: 1004.997559
	Iteration 186Q: 3 clusters Score -2705896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2705894.250000 Penalty: 1004.997559
	Iteration 187Q: 3 clusters Score -2705894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57894 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2705895.250000 Penalty: 1004.997559
	Iteration 188Q: 3 clusters Score -2705895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2705894.750000 Penalty: 1004.997559
	Iteration 189Q: 3 clusters Score -2705895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57934 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2705892.500000 Penalty: 1004.997559
	Iteration 190Q: 3 clusters Score -2705892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57947 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2705893.000000 Penalty: 1004.997559
	Iteration 191Q: 3 clusters Score -2705893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2705895.750000 Penalty: 1004.997559
	Iteration 192Q: 3 clusters Score -2705896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2705898.500000 Penalty: 1004.997559
	Iteration 193Q: 3 clusters Score -2705898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58016 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2705900.250000 Penalty: 1004.997559
	Iteration 194Q: 3 clusters Score -2705900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2705899.750000 Penalty: 1004.997559
	Iteration 195Q: 3 clusters Score -2705900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58040 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2705898.000000 Penalty: 1004.997559
	Iteration 196Q: 3 clusters Score -2705898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2705899.000000 Penalty: 1004.997559
	Iteration 197Q: 3 clusters Score -2705899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58054 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2705901.250000 Penalty: 1004.997559
	Iteration 198Q: 3 clusters Score -2705901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58057 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2705899.750000 Penalty: 1004.997559
	Iteration 199Q: 3 clusters Score -2705900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58063 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2705900.750000 Penalty: 1004.997559
	Iteration 200F: 3 clusters Score -2705901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2705901.500000 Penalty: 1004.997559
	Iteration 201Q: 3 clusters Score -2705902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2705904.500000 Penalty: 1004.997559
	Iteration 202Q: 3 clusters Score -2705904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58081 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2705900.500000 Penalty: 1004.997559
	Iteration 203Q: 3 clusters Score -2705900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2705903.500000 Penalty: 1004.997559
	Iteration 204Q: 3 clusters Score -2705904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2705906.500000 Penalty: 1004.997559
	Iteration 205Q: 3 clusters Score -2705906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2705910.750000 Penalty: 1004.997559
	Iteration 206Q: 3 clusters Score -2705911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2705912.750000 Penalty: 1004.997559
	Iteration 207Q: 3 clusters Score -2705913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2705915.750000 Penalty: 1004.997559
	Iteration 208Q: 3 clusters Score -2705916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2705915.750000 Penalty: 1004.997559
	Iteration 209Q: 3 clusters Score -2705916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2705915.500000 Penalty: 1004.997559
	Iteration 210Q: 3 clusters Score -2705916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58131 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2705918.250000 Penalty: 1004.997559
	Iteration 211Q: 3 clusters Score -2705918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58133 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2705919.000000 Penalty: 1004.997559
	Iteration 212Q: 3 clusters Score -2705919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58137 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2705916.750000 Penalty: 1004.997559
	Iteration 213Q: 3 clusters Score -2705917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58141 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2705920.250000 Penalty: 1004.997559
	Iteration 214Q: 3 clusters Score -2705920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2705921.500000 Penalty: 1004.997559
	Iteration 215Q: 3 clusters Score -2705922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58150 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2705920.750000 Penalty: 1004.997559
	Iteration 216Q: 3 clusters Score -2705921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2705915.500000 Penalty: 1004.997559
	Iteration 217Q: 3 clusters Score -2705916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2705920.250000 Penalty: 1004.997559
	Iteration 218Q: 3 clusters Score -2705920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2705920.500000 Penalty: 1004.997559
	Iteration 219Q: 3 clusters Score -2705920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2705918.250000 Penalty: 1004.997559
	Iteration 220F: 3 clusters Score -2705918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58181 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2705919.000000 Penalty: 1004.997559
	Iteration 221Q: 3 clusters Score -2705919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2705916.500000 Penalty: 1004.997559
	Iteration 222Q: 3 clusters Score -2705916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58198 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2705916.500000 Penalty: 1004.997559
	Iteration 223Q: 3 clusters Score -2705916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58205 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2705919.500000 Penalty: 1004.997559
	Iteration 224Q: 3 clusters Score -2705920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2705918.750000 Penalty: 1004.997559
	Iteration 225Q: 3 clusters Score -2705919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2705922.500000 Penalty: 1004.997559
	Iteration 226Q: 3 clusters Score -2705922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2705926.500000 Penalty: 1004.997559
	Iteration 227Q: 3 clusters Score -2705926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2705925.500000 Penalty: 1004.997559
	Iteration 228Q: 3 clusters Score -2705926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2705923.250000 Penalty: 1004.997559
	Iteration 229Q: 3 clusters Score -2705923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2705926.000000 Penalty: 1004.997559
	Iteration 230Q: 3 clusters Score -2705926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58278 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2705922.250000 Penalty: 1004.997559
	Iteration 231Q: 3 clusters Score -2705922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2705922.000000 Penalty: 1004.997559
	Iteration 232Q: 3 clusters Score -2705922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58295 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2705918.750000 Penalty: 1004.997559
	Iteration 233Q: 3 clusters Score -2705919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2705922.000000 Penalty: 1004.997559
	Iteration 234Q: 3 clusters Score -2705922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2705924.250000 Penalty: 1004.997559
	Iteration 235Q: 3 clusters Score -2705924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2705923.750000 Penalty: 1004.997559
	Iteration 236Q: 3 clusters Score -2705924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2705924.250000 Penalty: 1004.997559
	Iteration 237Q: 3 clusters Score -2705924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2705922.750000 Penalty: 1004.997559
	Iteration 238Q: 3 clusters Score -2705923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2705924.000000 Penalty: 1004.997559
	Iteration 239Q: 3 clusters Score -2705924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58320 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2705922.500000 Penalty: 1004.997559
	Iteration 240F: 3 clusters Score -2705922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2705923.750000 Penalty: 1004.997559
	Iteration 241Q: 3 clusters Score -2705924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58324 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2705923.000000 Penalty: 1004.997559
	Iteration 242Q: 3 clusters Score -2705923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2705924.000000 Penalty: 1004.997559
	Iteration 243Q: 3 clusters Score -2705924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2705924.250000 Penalty: 1004.997559
	Iteration 244Q: 3 clusters Score -2705924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2705924.250000 Penalty: 1004.997559
	Iteration 245F: 3 clusters Score -2705924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -7655.177246 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -7655.177 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 135 members 
Entering Unmasked Estep 
Score: -7359.567871 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -7359.568 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -7509.101074 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -7509.101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7545.818848 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -7545.819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7560.852051 Penalty: 513.413574
	Iteration 3Q: 3 clusters Score -7560.852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7562.608887 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -7562.609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7563.142578 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -7563.143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7563.919922 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -7563.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7565.118652 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -7565.119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7565.535156 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -7565.535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7565.535156 Penalty: 513.413574
	Iteration 9F: 3 clusters Score -7565.535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -138439.609375 Penalty: 372.242828
	Iteration 0F: 2 clusters Score -138439.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -135961.359375 Penalty: 744.485657
	Iteration 0F: 3 clusters Score -135961.4 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -136857.875000 Penalty: 744.485657
	Iteration 1F: 3 clusters Score -136857.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -136955.546875 Penalty: 744.485657
	Iteration 2F: 3 clusters Score -136955.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -137028.078125 Penalty: 744.485657
	Iteration 3F: 3 clusters Score -137028.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -137108.000000 Penalty: 744.485657
	Iteration 4Q: 3 clusters Score -137108 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -137211.359375 Penalty: 744.485657
	Iteration 5Q: 3 clusters Score -137211.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -137316.859375 Penalty: 744.485657
	Iteration 6Q: 3 clusters Score -137316.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -137436.468750 Penalty: 744.485657
	Iteration 7Q: 3 clusters Score -137436.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -137589.343750 Penalty: 744.485657
	Iteration 8Q: 3 clusters Score -137589.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -137725.906250 Penalty: 744.485657
	Iteration 9Q: 3 clusters Score -137725.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -137812.921875 Penalty: 744.485657
	Iteration 10Q: 3 clusters Score -137812.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -137857.796875 Penalty: 744.485657
	Iteration 11Q: 3 clusters Score -137857.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -137883.265625 Penalty: 744.485657
	Iteration 12Q: 3 clusters Score -137883.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -137899.343750 Penalty: 744.485657
	Iteration 13Q: 3 clusters Score -137899.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -137915.937500 Penalty: 744.485657
	Iteration 14Q: 3 clusters Score -137915.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -137928.296875 Penalty: 744.485657
	Iteration 15Q: 3 clusters Score -137928.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -137939.890625 Penalty: 744.485657
	Iteration 16Q: 3 clusters Score -137939.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -137947.375000 Penalty: 744.485657
	Iteration 17Q: 3 clusters Score -137947.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -137956.781250 Penalty: 744.485657
	Iteration 18Q: 3 clusters Score -137956.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -137973.531250 Penalty: 744.485657
	Iteration 19Q: 3 clusters Score -137973.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -137995.234375 Penalty: 744.485657
	Iteration 20F: 3 clusters Score -137995.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -138019.265625 Penalty: 744.485657
	Iteration 21Q: 3 clusters Score -138019.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -138038.359375 Penalty: 744.485657
	Iteration 22Q: 3 clusters Score -138038.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -138052.921875 Penalty: 744.485657
	Iteration 23Q: 3 clusters Score -138052.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -138064.625000 Penalty: 744.485657
	Iteration 24Q: 3 clusters Score -138064.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -138075.937500 Penalty: 744.485657
	Iteration 25Q: 3 clusters Score -138075.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -138087.562500 Penalty: 744.485657
	Iteration 26Q: 3 clusters Score -138087.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -138103.250000 Penalty: 744.485657
	Iteration 27Q: 3 clusters Score -138103.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -138120.156250 Penalty: 744.485657
	Iteration 28Q: 3 clusters Score -138120.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -138134.109375 Penalty: 744.485657
	Iteration 29Q: 3 clusters Score -138134.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -138145.437500 Penalty: 744.485657
	Iteration 30Q: 3 clusters Score -138145.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -138154.843750 Penalty: 744.485657
	Iteration 31Q: 3 clusters Score -138154.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -138164.968750 Penalty: 744.485657
	Iteration 32Q: 3 clusters Score -138165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -138175.953125 Penalty: 744.485657
	Iteration 33Q: 3 clusters Score -138176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -138190.500000 Penalty: 744.485657
	Iteration 34Q: 3 clusters Score -138190.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -138206.156250 Penalty: 744.485657
	Iteration 35Q: 3 clusters Score -138206.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -138216.203125 Penalty: 744.485657
	Iteration 36Q: 3 clusters Score -138216.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -138221.125000 Penalty: 744.485657
	Iteration 37Q: 3 clusters Score -138221.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -138224.609375 Penalty: 744.485657
	Iteration 38Q: 3 clusters Score -138224.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -138226.390625 Penalty: 744.485657
	Iteration 39Q: 3 clusters Score -138226.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -138227.000000 Penalty: 744.485657
	Iteration 40F: 3 clusters Score -138227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -138227.375000 Penalty: 744.485657
	Iteration 41Q: 3 clusters Score -138227.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -138227.671875 Penalty: 744.485657
	Iteration 42Q: 3 clusters Score -138227.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -138227.671875 Penalty: 744.485657
	Iteration 43F: 3 clusters Score -138227.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -35827.316406 Penalty: 316.262085
	Iteration 0F: 2 clusters Score -35827.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -35013.925781 Penalty: 632.524170
	Iteration 0F: 3 clusters Score -35013.93 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -35351.406250 Penalty: 632.524170
	Iteration 1F: 3 clusters Score -35351.41 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -35452.007812 Penalty: 632.524170
	Iteration 2F: 3 clusters Score -35452.01 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35560.765625 Penalty: 632.524170
	Iteration 3F: 3 clusters Score -35560.77 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -35621.433594 Penalty: 632.524170
	Iteration 4F: 3 clusters Score -35621.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -35651.382812 Penalty: 632.524170
	Iteration 5Q: 3 clusters Score -35651.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35677.402344 Penalty: 632.524170
	Iteration 6Q: 3 clusters Score -35677.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -35708.625000 Penalty: 632.524170
	Iteration 7Q: 3 clusters Score -35708.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35732.257812 Penalty: 632.524170
	Iteration 8Q: 3 clusters Score -35732.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -35746.417969 Penalty: 632.524170
	Iteration 9Q: 3 clusters Score -35746.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -35749.773438 Penalty: 632.524170
	Iteration 10Q: 3 clusters Score -35749.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35752.226562 Penalty: 632.524170
	Iteration 11Q: 3 clusters Score -35752.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35753.824219 Penalty: 632.524170
	Iteration 12Q: 3 clusters Score -35753.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35754.468750 Penalty: 632.524170
	Iteration 13Q: 3 clusters Score -35754.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -35754.738281 Penalty: 632.524170
	Iteration 14Q: 3 clusters Score -35754.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -35755.320312 Penalty: 632.524170
	Iteration 15Q: 3 clusters Score -35755.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -35755.500000 Penalty: 632.524170
	Iteration 16Q: 3 clusters Score -35755.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -35756.250000 Penalty: 632.524170
	Iteration 17Q: 3 clusters Score -35756.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -35756.605469 Penalty: 632.524170
	Iteration 18Q: 3 clusters Score -35756.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -35756.605469 Penalty: 632.524170
	Iteration 19F: 3 clusters Score -35756.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Entering Unmasked Estep 
Score: -161310.312500 Penalty: 378.067871
	Iteration 0F: 2 clusters Score -161310.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -158487.937500 Penalty: 756.135742
	Iteration 0F: 3 clusters Score -158487.9 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -159596.078125 Penalty: 756.135742
	Iteration 1F: 3 clusters Score -159596.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -159850.531250 Penalty: 756.135742
	Iteration 2F: 3 clusters Score -159850.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -160160.421875 Penalty: 756.135742
	Iteration 3F: 3 clusters Score -160160.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -160419.921875 Penalty: 756.135742
	Iteration 4F: 3 clusters Score -160419.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -160614.781250 Penalty: 756.135742
	Iteration 5F: 3 clusters Score -160614.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -160746.859375 Penalty: 756.135742
	Iteration 6Q: 3 clusters Score -160746.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -160843.953125 Penalty: 756.135742
	Iteration 7Q: 3 clusters Score -160844 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -160898.312500 Penalty: 756.135742
	Iteration 8Q: 3 clusters Score -160898.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -160934.218750 Penalty: 756.135742
	Iteration 9Q: 3 clusters Score -160934.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -160963.625000 Penalty: 756.135742
	Iteration 10Q: 3 clusters Score -160963.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -160985.828125 Penalty: 756.135742
	Iteration 11Q: 3 clusters Score -160985.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -160998.781250 Penalty: 756.135742
	Iteration 12Q: 3 clusters Score -160998.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -161005.265625 Penalty: 756.135742
	Iteration 13Q: 3 clusters Score -161005.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -161012.781250 Penalty: 756.135742
	Iteration 14Q: 3 clusters Score -161012.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -161017.734375 Penalty: 756.135742
	Iteration 15Q: 3 clusters Score -161017.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -161023.937500 Penalty: 756.135742
	Iteration 16Q: 3 clusters Score -161023.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -161026.671875 Penalty: 756.135742
	Iteration 17Q: 3 clusters Score -161026.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -161030.328125 Penalty: 756.135742
	Iteration 18Q: 3 clusters Score -161030.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -161032.921875 Penalty: 756.135742
	Iteration 19Q: 3 clusters Score -161032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -161035.125000 Penalty: 756.135742
	Iteration 20F: 3 clusters Score -161035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -161036.640625 Penalty: 756.135742
	Iteration 21Q: 3 clusters Score -161036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -161038.828125 Penalty: 756.135742
	Iteration 22Q: 3 clusters Score -161038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -161039.000000 Penalty: 756.135742
	Iteration 23Q: 3 clusters Score -161039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -161039.000000 Penalty: 756.135742
	Iteration 24F: 3 clusters Score -161039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Entering Unmasked Estep 
Score: -44793.527344 Penalty: 326.727814
	Iteration 0F: 2 clusters Score -44793.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -43794.128906 Penalty: 653.455627
	Iteration 0F: 3 clusters Score -43794.13 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -44165.902344 Penalty: 653.455627
	Iteration 1F: 3 clusters Score -44165.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -44276.312500 Penalty: 653.455627
	Iteration 2F: 3 clusters Score -44276.31 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -44399.523438 Penalty: 653.455627
	Iteration 3F: 3 clusters Score -44399.52 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -44510.789062 Penalty: 653.455627
	Iteration 4F: 3 clusters Score -44510.79 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -44582.640625 Penalty: 653.455627
	Iteration 5F: 3 clusters Score -44582.64 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -44630.601562 Penalty: 653.455627
	Iteration 6Q: 3 clusters Score -44630.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -44655.914062 Penalty: 653.455627
	Iteration 7Q: 3 clusters Score -44655.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -44665.406250 Penalty: 653.455627
	Iteration 8Q: 3 clusters Score -44665.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -44680.039062 Penalty: 653.455627
	Iteration 9Q: 3 clusters Score -44680.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -44686.863281 Penalty: 653.455627
	Iteration 10Q: 3 clusters Score -44686.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -44691.261719 Penalty: 653.455627
	Iteration 11Q: 3 clusters Score -44691.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -44697.281250 Penalty: 653.455627
	Iteration 12Q: 3 clusters Score -44697.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -44700.851562 Penalty: 653.455627
	Iteration 13Q: 3 clusters Score -44700.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -44701.847656 Penalty: 653.455627
	Iteration 14Q: 3 clusters Score -44701.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -44704.644531 Penalty: 653.455627
	Iteration 15Q: 3 clusters Score -44704.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -44707.019531 Penalty: 653.455627
	Iteration 16Q: 3 clusters Score -44707.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -44708.167969 Penalty: 653.455627
	Iteration 17Q: 3 clusters Score -44708.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -44708.167969 Penalty: 653.455627
	Iteration 18F: 3 clusters Score -44708.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -61831.019531 Penalty: 333.830627
	Iteration 0F: 2 clusters Score -61831.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -60711.945312 Penalty: 667.661255
	Iteration 0F: 3 clusters Score -60711.95 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -61084.003906 Penalty: 667.661255
	Iteration 1F: 3 clusters Score -61084 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -61167.558594 Penalty: 667.661255
	Iteration 2F: 3 clusters Score -61167.56 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -61237.945312 Penalty: 667.661255
	Iteration 3F: 3 clusters Score -61237.95 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -61297.789062 Penalty: 667.661255
	Iteration 4F: 3 clusters Score -61297.79 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61340.648438 Penalty: 667.661255
	Iteration 5Q: 3 clusters Score -61340.65 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61379.578125 Penalty: 667.661255
	Iteration 6Q: 3 clusters Score -61379.58 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61410.851562 Penalty: 667.661255
	Iteration 7Q: 3 clusters Score -61410.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -61439.441406 Penalty: 667.661255
	Iteration 8Q: 3 clusters Score -61439.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -61463.078125 Penalty: 667.661255
	Iteration 9Q: 3 clusters Score -61463.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -61475.929688 Penalty: 667.661255
	Iteration 10Q: 3 clusters Score -61475.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -61485.160156 Penalty: 667.661255
	Iteration 11Q: 3 clusters Score -61485.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -61506.164062 Penalty: 667.661255
	Iteration 12Q: 3 clusters Score -61506.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -61521.730469 Penalty: 667.661255
	Iteration 13Q: 3 clusters Score -61521.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -61528.601562 Penalty: 667.661255
	Iteration 14Q: 3 clusters Score -61528.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -61533.714844 Penalty: 667.661255
	Iteration 15Q: 3 clusters Score -61533.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -61542.687500 Penalty: 667.661255
	Iteration 16Q: 3 clusters Score -61542.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -61544.398438 Penalty: 667.661255
	Iteration 17Q: 3 clusters Score -61544.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -61545.042969 Penalty: 667.661255
	Iteration 18Q: 3 clusters Score -61545.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -61548.324219 Penalty: 667.661255
	Iteration 19Q: 3 clusters Score -61548.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -61550.367188 Penalty: 667.661255
	Iteration 20F: 3 clusters Score -61550.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -61550.781250 Penalty: 667.661255
	Iteration 21Q: 3 clusters Score -61550.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -61550.781250 Penalty: 667.661255
	Iteration 22F: 3 clusters Score -61550.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -26072.195312 Penalty: 298.591217
	Iteration 0F: 2 clusters Score -26072.2 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 350 members 
Entering Unmasked Estep 
Score: -25442.777344 Penalty: 597.182434
	Iteration 0F: 3 clusters Score -25442.78 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -25611.722656 Penalty: 597.182434
	Iteration 1F: 3 clusters Score -25611.72 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -25655.216797 Penalty: 597.182434
	Iteration 2F: 3 clusters Score -25655.22 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -25688.527344 Penalty: 597.182434
	Iteration 3F: 3 clusters Score -25688.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -25720.931641 Penalty: 597.182434
	Iteration 4F: 3 clusters Score -25720.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -25752.507812 Penalty: 597.182434
	Iteration 5Q: 3 clusters Score -25752.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -25785.957031 Penalty: 597.182434
	Iteration 6Q: 3 clusters Score -25785.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -25820.457031 Penalty: 597.182434
	Iteration 7Q: 3 clusters Score -25820.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -25840.255859 Penalty: 597.182434
	Iteration 8Q: 3 clusters Score -25840.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -25850.388672 Penalty: 597.182434
	Iteration 9Q: 3 clusters Score -25850.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -25857.765625 Penalty: 597.182434
	Iteration 10Q: 3 clusters Score -25857.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -25864.398438 Penalty: 597.182434
	Iteration 11Q: 3 clusters Score -25864.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -25869.437500 Penalty: 597.182434
	Iteration 12Q: 3 clusters Score -25869.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -25872.601562 Penalty: 597.182434
	Iteration 13Q: 3 clusters Score -25872.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -25873.375000 Penalty: 597.182434
	Iteration 14Q: 3 clusters Score -25873.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -25873.375000 Penalty: 597.182434
	Iteration 15F: 3 clusters Score -25873.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Entering Unmasked Estep 
Score: -59162.121094 Penalty: 332.447174
	Iteration 0F: 2 clusters Score -59162.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -58052.050781 Penalty: 664.894348
	Iteration 0F: 3 clusters Score -58052.05 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -58421.101562 Penalty: 664.894348
	Iteration 1F: 3 clusters Score -58421.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -58482.964844 Penalty: 664.894348
	Iteration 2F: 3 clusters Score -58482.96 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -58536.640625 Penalty: 664.894348
	Iteration 3F: 3 clusters Score -58536.64 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -58590.640625 Penalty: 664.894348
	Iteration 4F: 3 clusters Score -58590.64 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -58662.433594 Penalty: 664.894348
	Iteration 5F: 3 clusters Score -58662.43 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58734.289062 Penalty: 664.894348
	Iteration 6F: 3 clusters Score -58734.29 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -58801.312500 Penalty: 664.894348
	Iteration 7F: 3 clusters Score -58801.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -58832.792969 Penalty: 664.894348
	Iteration 8Q: 3 clusters Score -58832.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -58860.062500 Penalty: 664.894348
	Iteration 9Q: 3 clusters Score -58860.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -58891.277344 Penalty: 664.894348
	Iteration 10Q: 3 clusters Score -58891.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -58924.257812 Penalty: 664.894348
	Iteration 11Q: 3 clusters Score -58924.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -58957.523438 Penalty: 664.894348
	Iteration 12Q: 3 clusters Score -58957.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -58968.750000 Penalty: 664.894348
	Iteration 13Q: 3 clusters Score -58968.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -58972.226562 Penalty: 664.894348
	Iteration 14Q: 3 clusters Score -58972.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -58975.234375 Penalty: 664.894348
	Iteration 15Q: 3 clusters Score -58975.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -58977.660156 Penalty: 664.894348
	Iteration 16Q: 3 clusters Score -58977.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -58979.070312 Penalty: 664.894348
	Iteration 17Q: 3 clusters Score -58979.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -58979.894531 Penalty: 664.894348
	Iteration 18Q: 3 clusters Score -58979.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -58980.074219 Penalty: 664.894348
	Iteration 19Q: 3 clusters Score -58980.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -58980.332031 Penalty: 664.894348
	Iteration 20F: 3 clusters Score -58980.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -49971.515625 Penalty: 329.839294
	Iteration 0F: 2 clusters Score -49971.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -48901.769531 Penalty: 659.678589
	Iteration 0F: 3 clusters Score -48901.77 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -49383.453125 Penalty: 659.678589
	Iteration 1F: 3 clusters Score -49383.45 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -49527.753906 Penalty: 659.678589
	Iteration 2F: 3 clusters Score -49527.75 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -49618.914062 Penalty: 659.678589
	Iteration 3F: 3 clusters Score -49618.91 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -49691.343750 Penalty: 659.678589
	Iteration 4F: 3 clusters Score -49691.34 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -49760.710938 Penalty: 659.678589
	Iteration 5F: 3 clusters Score -49760.71 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -49825.425781 Penalty: 659.678589
	Iteration 6Q: 3 clusters Score -49825.43 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -49876.496094 Penalty: 659.678589
	Iteration 7Q: 3 clusters Score -49876.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -49907.886719 Penalty: 659.678589
	Iteration 8Q: 3 clusters Score -49907.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -49923.753906 Penalty: 659.678589
	Iteration 9Q: 3 clusters Score -49923.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -49934.917969 Penalty: 659.678589
	Iteration 10Q: 3 clusters Score -49934.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -49945.230469 Penalty: 659.678589
	Iteration 11Q: 3 clusters Score -49945.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -49948.703125 Penalty: 659.678589
	Iteration 12Q: 3 clusters Score -49948.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -49951.945312 Penalty: 659.678589
	Iteration 13Q: 3 clusters Score -49951.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -49954.273438 Penalty: 659.678589
	Iteration 14Q: 3 clusters Score -49954.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -49959.820312 Penalty: 659.678589
	Iteration 15Q: 3 clusters Score -49959.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -49965.222656 Penalty: 659.678589
	Iteration 16Q: 3 clusters Score -49965.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -49969.843750 Penalty: 659.678589
	Iteration 17Q: 3 clusters Score -49969.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -49974.226562 Penalty: 659.678589
	Iteration 18Q: 3 clusters Score -49974.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -49977.011719 Penalty: 659.678589
	Iteration 19Q: 3 clusters Score -49977.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -49978.980469 Penalty: 659.678589
	Iteration 20F: 3 clusters Score -49978.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -49981.421875 Penalty: 659.678589
	Iteration 21Q: 3 clusters Score -49981.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -49982.507812 Penalty: 659.678589
	Iteration 22Q: 3 clusters Score -49982.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -49983.046875 Penalty: 659.678589
	Iteration 23Q: 3 clusters Score -49983.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -49983.496094 Penalty: 659.678589
	Iteration 24Q: 3 clusters Score -49983.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -49984.027344 Penalty: 659.678589
	Iteration 25Q: 3 clusters Score -49984.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -49984.480469 Penalty: 659.678589
	Iteration 26Q: 3 clusters Score -49984.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -49984.777344 Penalty: 659.678589
	Iteration 27Q: 3 clusters Score -49984.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -49984.796875 Penalty: 659.678589
	Iteration 28Q: 3 clusters Score -49984.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -49984.796875 Penalty: 659.678589
	Iteration 29F: 3 clusters Score -49984.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1544 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 2438 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 25375 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 5589 members 
Mstep: Class 11 contains 4715 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 14 contains 29538 members 
Mstep: Class 15 contains 2028 members 
Mstep: Class 16 contains 197026 members 
Mstep: Class 17 contains 5438 members 
Mstep: Class 18 contains 6988 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 1739 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 12583 members 
Mstep: Class 26 contains 1574 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11951 members 
Mstep: Class 29 contains 62563 members 
Mstep: Class 30 contains 282 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1314 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 472 members 
Mstep: Class 39 contains 58056 members 
Mstep: Class 40 contains 3746 members 
Mstep: Class 41 contains 2293 members 
Mstep: Class 42 contains 220656 members 
Mstep: Class 43 contains 5690 members 
Mstep: Class 44 contains 935 members 
Entering Unmasked Estep 
Score: -28310200.000000 Penalty: 27028.597656
Splitting cluster 38 changes total score from -28301280.000000 to -28310200.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 39 (58056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Entering Unmasked Estep 
Score: -2346978.500000 Penalty: 499.096924
	Iteration 0F: 2 clusters Score -2346978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -2307897.000000 Penalty: 998.193848
	Iteration 0F: 3 clusters Score -2307897 nChanged 28166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -2326535.250000 Penalty: 998.193848
	Iteration 1F: 3 clusters Score -2326535 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2328927.750000 Penalty: 998.193848
	Iteration 2F: 3 clusters Score -2328928 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2332544.000000 Penalty: 998.193848
	Iteration 3F: 3 clusters Score -2332544 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2336779.000000 Penalty: 998.193848
	Iteration 4F: 3 clusters Score -2336779 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2340392.000000 Penalty: 998.193848
	Iteration 5F: 3 clusters Score -2340392 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2342730.500000 Penalty: 998.193848
	Iteration 6Q: 3 clusters Score -2342730 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2344123.000000 Penalty: 998.193848
	Iteration 7Q: 3 clusters Score -2344123 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2344988.250000 Penalty: 998.193848
	Iteration 8Q: 3 clusters Score -2344988 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2345523.500000 Penalty: 998.193848
	Iteration 9Q: 3 clusters Score -2345524 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2345915.250000 Penalty: 998.193848
	Iteration 10Q: 3 clusters Score -2345915 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2346134.000000 Penalty: 998.193848
	Iteration 11Q: 3 clusters Score -2346134 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2346281.000000 Penalty: 998.193848
	Iteration 12Q: 3 clusters Score -2346281 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2346396.000000 Penalty: 998.193848
	Iteration 13Q: 3 clusters Score -2346396 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2346472.000000 Penalty: 998.193848
	Iteration 14Q: 3 clusters Score -2346472 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2346533.500000 Penalty: 998.193848
	Iteration 15Q: 3 clusters Score -2346534 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57579 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2346561.500000 Penalty: 998.193848
	Iteration 16Q: 3 clusters Score -2346562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2346588.500000 Penalty: 998.193848
	Iteration 17Q: 3 clusters Score -2346588 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2346609.000000 Penalty: 998.193848
	Iteration 18Q: 3 clusters Score -2346609 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2346623.250000 Penalty: 998.193848
	Iteration 19Q: 3 clusters Score -2346623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2346635.000000 Penalty: 998.193848
	Iteration 20F: 3 clusters Score -2346635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2346644.750000 Penalty: 998.193848
	Iteration 21Q: 3 clusters Score -2346645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2346648.000000 Penalty: 998.193848
	Iteration 22Q: 3 clusters Score -2346648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2346649.500000 Penalty: 998.193848
	Iteration 23Q: 3 clusters Score -2346650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57738 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2346648.250000 Penalty: 998.193848
	Iteration 24Q: 3 clusters Score -2346648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57739 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2346647.000000 Penalty: 998.193848
	Iteration 25Q: 3 clusters Score -2346647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2346648.250000 Penalty: 998.193848
	Iteration 26Q: 3 clusters Score -2346648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2346650.250000 Penalty: 998.193848
	Iteration 27Q: 3 clusters Score -2346650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57749 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2346650.000000 Penalty: 998.193848
	Iteration 28Q: 3 clusters Score -2346650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2346650.000000 Penalty: 998.193848
	Iteration 29Q: 3 clusters Score -2346650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2346651.000000 Penalty: 998.193848
	Iteration 30Q: 3 clusters Score -2346651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2346651.000000 Penalty: 998.193848
	Iteration 31F: 3 clusters Score -2346651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Entering Unmasked Estep 
Score: -158821.171875 Penalty: 374.394196
	Iteration 0F: 2 clusters Score -158821.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -156260.656250 Penalty: 748.788391
	Iteration 0F: 3 clusters Score -156260.7 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -157307.437500 Penalty: 748.788391
	Iteration 1F: 3 clusters Score -157307.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -157518.500000 Penalty: 748.788391
	Iteration 2F: 3 clusters Score -157518.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -157741.468750 Penalty: 748.788391
	Iteration 3F: 3 clusters Score -157741.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -157954.093750 Penalty: 748.788391
	Iteration 4F: 3 clusters Score -157954.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -158140.078125 Penalty: 748.788391
	Iteration 5F: 3 clusters Score -158140.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -158269.296875 Penalty: 748.788391
	Iteration 6Q: 3 clusters Score -158269.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -158382.093750 Penalty: 748.788391
	Iteration 7Q: 3 clusters Score -158382.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -158459.218750 Penalty: 748.788391
	Iteration 8Q: 3 clusters Score -158459.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -158504.453125 Penalty: 748.788391
	Iteration 9Q: 3 clusters Score -158504.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -158528.687500 Penalty: 748.788391
	Iteration 10Q: 3 clusters Score -158528.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -158540.421875 Penalty: 748.788391
	Iteration 11Q: 3 clusters Score -158540.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -158547.656250 Penalty: 748.788391
	Iteration 12Q: 3 clusters Score -158547.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -158550.437500 Penalty: 748.788391
	Iteration 13Q: 3 clusters Score -158550.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -158552.984375 Penalty: 748.788391
	Iteration 14Q: 3 clusters Score -158553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -158554.593750 Penalty: 748.788391
	Iteration 15Q: 3 clusters Score -158554.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -158555.703125 Penalty: 748.788391
	Iteration 16Q: 3 clusters Score -158555.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -158555.968750 Penalty: 748.788391
	Iteration 17Q: 3 clusters Score -158556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -158556.531250 Penalty: 748.788391
	Iteration 18Q: 3 clusters Score -158556.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -158556.500000 Penalty: 748.788391
	Iteration 19Q: 3 clusters Score -158556.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -158556.812500 Penalty: 748.788391
	Iteration 20F: 3 clusters Score -158556.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -158557.218750 Penalty: 748.788391
	Iteration 21Q: 3 clusters Score -158557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -158557.093750 Penalty: 748.788391
	Iteration 22Q: 3 clusters Score -158557.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -158557.093750 Penalty: 748.788391
	Iteration 23F: 3 clusters Score -158557.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -94272.343750 Penalty: 352.061523
	Iteration 0F: 2 clusters Score -94272.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -92642.398438 Penalty: 704.123047
	Iteration 0F: 3 clusters Score -92642.4 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -93200.710938 Penalty: 704.123047
	Iteration 1F: 3 clusters Score -93200.71 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -93320.328125 Penalty: 704.123047
	Iteration 2F: 3 clusters Score -93320.33 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -93422.125000 Penalty: 704.123047
	Iteration 3F: 3 clusters Score -93422.12 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -93524.429688 Penalty: 704.123047
	Iteration 4F: 3 clusters Score -93524.43 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -93642.703125 Penalty: 704.123047
	Iteration 5F: 3 clusters Score -93642.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -93754.023438 Penalty: 704.123047
	Iteration 6Q: 3 clusters Score -93754.02 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -93815.765625 Penalty: 704.123047
	Iteration 7Q: 3 clusters Score -93815.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -93858.171875 Penalty: 704.123047
	Iteration 8Q: 3 clusters Score -93858.17 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -93896.648438 Penalty: 704.123047
	Iteration 9Q: 3 clusters Score -93896.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -93923.671875 Penalty: 704.123047
	Iteration 10Q: 3 clusters Score -93923.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -93936.312500 Penalty: 704.123047
	Iteration 11Q: 3 clusters Score -93936.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -93951.304688 Penalty: 704.123047
	Iteration 12Q: 3 clusters Score -93951.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -93961.632812 Penalty: 704.123047
	Iteration 13Q: 3 clusters Score -93961.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -93966.789062 Penalty: 704.123047
	Iteration 14Q: 3 clusters Score -93966.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -93968.742188 Penalty: 704.123047
	Iteration 15Q: 3 clusters Score -93968.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -93971.320312 Penalty: 704.123047
	Iteration 16Q: 3 clusters Score -93971.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -93972.218750 Penalty: 704.123047
	Iteration 17Q: 3 clusters Score -93972.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -93972.226562 Penalty: 704.123047
	Iteration 18Q: 3 clusters Score -93972.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -93972.226562 Penalty: 704.123047
	Iteration 19F: 3 clusters Score -93972.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1544 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 2438 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 25375 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 5589 members 
Mstep: Class 11 contains 4715 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 14 contains 29538 members 
Mstep: Class 15 contains 2028 members 
Mstep: Class 16 contains 197026 members 
Mstep: Class 17 contains 5438 members 
Mstep: Class 18 contains 6988 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 1739 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 12583 members 
Mstep: Class 26 contains 1574 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11951 members 
Mstep: Class 29 contains 62563 members 
Mstep: Class 30 contains 282 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 1314 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 1490 members 
Mstep: Class 38 contains 472 members 
Mstep: Class 39 contains 58056 members 
Mstep: Class 40 contains 3746 members 
Mstep: Class 41 contains 2293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28315634.000000 Penalty: 27028.597656
Iteration 239Q: 45 clusters Score -2.831563e+07 nChanged 12380
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1552 members 
Mstep: Class 3 contains 1571 members 
Mstep: Class 4 contains 1587 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 26014 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 5972 members 
Mstep: Class 11 contains 4652 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2598 members 
Mstep: Class 14 contains 29778 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 199914 members 
Mstep: Class 17 contains 5761 members 
Mstep: Class 18 contains 7364 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 1000 members 
Mstep: Class 22 contains 1740 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1136 members 
Mstep: Class 25 contains 12838 members 
Mstep: Class 26 contains 1605 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 12070 members 
Mstep: Class 29 contains 59523 members 
Mstep: Class 30 contains 283 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4055 members 
Mstep: Class 34 contains 1353 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 762 members 
Mstep: Class 37 contains 1481 members 
Mstep: Class 38 contains 490 members 
Mstep: Class 39 contains 58455 members 
Mstep: Class 40 contains 3787 members 
Mstep: Class 41 contains 2390 members 
Mstep: Class 42 contains 218045 members 
Mstep: Class 43 contains 5269 members 
Mstep: Class 44 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28320756.000000 Penalty: 27028.597656
Iteration 240F: 45 clusters Score -2.832076e+07 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1544 members 
Mstep: Class 3 contains 1571 members 
Mstep: Class 4 contains 1587 members 
Mstep: Class 5 contains 26527 members 
Mstep: Class 6 contains 2665 members 
Mstep: Class 7 contains 3538 members 
Mstep: Class 8 contains 26204 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 4623 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2591 members 
Mstep: Class 14 contains 29129 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 202115 members 
Mstep: Class 17 contains 5656 members 
Mstep: Class 18 contains 7413 members 
Mstep: Class 19 contains 1891 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 1736 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1133 members 
Mstep: Class 25 contains 12838 members 
Mstep: Class 26 contains 1602 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11878 members 
Mstep: Class 29 contains 56747 members 
Mstep: Class 30 contains 282 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4050 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 773 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 57558 members 
Mstep: Class 40 contains 3804 members 
Mstep: Class 41 contains 2213 members 
Mstep: Class 42 contains 220025 members 
Mstep: Class 43 contains 5398 members 
Mstep: Class 44 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28323592.000000 Penalty: 27028.597656
Iteration 241Q: 45 clusters Score -2.832359e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 3 contains 1572 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26525 members 
Mstep: Class 6 contains 2691 members 
Mstep: Class 7 contains 3536 members 
Mstep: Class 8 contains 26399 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 6321 members 
Mstep: Class 11 contains 4619 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2587 members 
Mstep: Class 14 contains 28685 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 204542 members 
Mstep: Class 17 contains 5589 members 
Mstep: Class 18 contains 7478 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 1724 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1138 members 
Mstep: Class 25 contains 12805 members 
Mstep: Class 26 contains 1606 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11799 members 
Mstep: Class 29 contains 53884 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4048 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 776 members 
Mstep: Class 37 contains 1469 members 
Mstep: Class 38 contains 500 members 
Mstep: Class 39 contains 57055 members 
Mstep: Class 40 contains 3817 members 
Mstep: Class 41 contains 2146 members 
Mstep: Class 42 contains 221122 members 
Mstep: Class 43 contains 5503 members 
Mstep: Class 44 contains 941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28325280.000000 Penalty: 27028.597656
Iteration 242Q: 45 clusters Score -2.832528e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1515 members 
Mstep: Class 3 contains 1572 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 26525 members 
Mstep: Class 6 contains 2704 members 
Mstep: Class 7 contains 3536 members 
Mstep: Class 8 contains 26540 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 6421 members 
Mstep: Class 11 contains 4603 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2586 members 
Mstep: Class 14 contains 28385 members 
Mstep: Class 15 contains 2039 members 
Mstep: Class 16 contains 207087 members 
Mstep: Class 17 contains 5517 members 
Mstep: Class 18 contains 7532 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 1719 members 
Mstep: Class 23 contains 5912 members 
Mstep: Class 24 contains 1139 members 
Mstep: Class 25 contains 12765 members 
Mstep: Class 26 contains 1611 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11726 members 
Mstep: Class 29 contains 50991 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4046 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 778 members 
Mstep: Class 37 contains 1469 members 
Mstep: Class 38 contains 500 members 
Mstep: Class 39 contains 56770 members 
Mstep: Class 40 contains 3838 members 
Mstep: Class 41 contains 2116 members 
Mstep: Class 42 contains 221863 members 
Mstep: Class 43 contains 5600 members 
Mstep: Class 44 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28326890.000000 Penalty: 27028.597656
Iteration 243Q: 45 clusters Score -2.832689e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1513 members 
Mstep: Class 3 contains 1572 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 26524 members 
Mstep: Class 6 contains 2715 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 26611 members 
Mstep: Class 9 contains 635 members 
Mstep: Class 10 contains 6506 members 
Mstep: Class 11 contains 4584 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2585 members 
Mstep: Class 14 contains 28128 members 
Mstep: Class 15 contains 2040 members 
Mstep: Class 16 contains 209635 members 
Mstep: Class 17 contains 5431 members 
Mstep: Class 18 contains 7568 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 5913 members 
Mstep: Class 24 contains 1144 members 
Mstep: Class 25 contains 12716 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11670 members 
Mstep: Class 29 contains 48176 members 
Mstep: Class 30 contains 282 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4046 members 
Mstep: Class 34 contains 1359 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 774 members 
Mstep: Class 37 contains 1470 members 
Mstep: Class 38 contains 498 members 
Mstep: Class 39 contains 56589 members 
Mstep: Class 40 contains 3870 members 
Mstep: Class 41 contains 2119 members 
Mstep: Class 42 contains 222461 members 
Mstep: Class 43 contains 5693 members 
Mstep: Class 44 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327984.000000 Penalty: 27028.597656
Iteration 244Q: 45 clusters Score -2.832798e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 1573 members 
Mstep: Class 4 contains 1570 members 
Mstep: Class 5 contains 26521 members 
Mstep: Class 6 contains 2725 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 26665 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 6553 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2585 members 
Mstep: Class 14 contains 27974 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 16 contains 212261 members 
Mstep: Class 17 contains 5353 members 
Mstep: Class 18 contains 7607 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 5914 members 
Mstep: Class 24 contains 1152 members 
Mstep: Class 25 contains 12669 members 
Mstep: Class 26 contains 1610 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11616 members 
Mstep: Class 29 contains 45310 members 
Mstep: Class 30 contains 284 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4046 members 
Mstep: Class 34 contains 1361 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 770 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 495 members 
Mstep: Class 39 contains 56497 members 
Mstep: Class 40 contains 3898 members 
Mstep: Class 41 contains 2137 members 
Mstep: Class 42 contains 222860 members 
Mstep: Class 43 contains 5768 members 
Mstep: Class 44 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28329214.000000 Penalty: 27028.597656
Iteration 245Q: 45 clusters Score -2.832921e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1503 members 
Mstep: Class 3 contains 1573 members 
Mstep: Class 4 contains 1569 members 
Mstep: Class 5 contains 26519 members 
Mstep: Class 6 contains 2730 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 26697 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2588 members 
Mstep: Class 14 contains 27856 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 214901 members 
Mstep: Class 17 contains 5285 members 
Mstep: Class 18 contains 7639 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 1712 members 
Mstep: Class 23 contains 5913 members 
Mstep: Class 24 contains 1158 members 
Mstep: Class 25 contains 12624 members 
Mstep: Class 26 contains 1608 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11573 members 
Mstep: Class 29 contains 42522 members 
Mstep: Class 30 contains 284 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4046 members 
Mstep: Class 34 contains 1359 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 768 members 
Mstep: Class 37 contains 1469 members 
Mstep: Class 38 contains 491 members 
Mstep: Class 39 contains 56454 members 
Mstep: Class 40 contains 3928 members 
Mstep: Class 41 contains 2176 members 
Mstep: Class 42 contains 223084 members 
Mstep: Class 43 contains 5842 members 
Mstep: Class 44 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28330186.000000 Penalty: 27028.597656
Iteration 246Q: 45 clusters Score -2.833019e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1502 members 
Mstep: Class 3 contains 1573 members 
Mstep: Class 4 contains 1570 members 
Mstep: Class 5 contains 26517 members 
Mstep: Class 6 contains 2730 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 26718 members 
Mstep: Class 9 contains 635 members 
Mstep: Class 10 contains 6600 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2588 members 
Mstep: Class 14 contains 27769 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 217636 members 
Mstep: Class 17 contains 5222 members 
Mstep: Class 18 contains 7660 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 22 contains 1709 members 
Mstep: Class 23 contains 5913 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 12582 members 
Mstep: Class 26 contains 1606 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11539 members 
Mstep: Class 29 contains 39715 members 
Mstep: Class 30 contains 284 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1354 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 770 members 
Mstep: Class 37 contains 1469 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 56436 members 
Mstep: Class 40 contains 3955 members 
Mstep: Class 41 contains 2223 members 
Mstep: Class 42 contains 223208 members 
Mstep: Class 43 contains 5908 members 
Mstep: Class 44 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28331368.000000 Penalty: 27028.597656
Iteration 247Q: 45 clusters Score -2.833137e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1500 members 
Mstep: Class 3 contains 1573 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 26517 members 
Mstep: Class 6 contains 2728 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 26708 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 6602 members 
Mstep: Class 11 contains 4588 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2588 members 
Mstep: Class 14 contains 27706 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 220226 members 
Mstep: Class 17 contains 5158 members 
Mstep: Class 18 contains 7682 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5915 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 12532 members 
Mstep: Class 26 contains 1611 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11509 members 
Mstep: Class 29 contains 37109 members 
Mstep: Class 30 contains 284 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4045 members 
Mstep: Class 34 contains 1352 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 763 members 
Mstep: Class 37 contains 1470 members 
Mstep: Class 38 contains 471 members 
Mstep: Class 39 contains 56419 members 
Mstep: Class 40 contains 3974 members 
Mstep: Class 41 contains 2264 members 
Mstep: Class 42 contains 223321 members 
Mstep: Class 43 contains 5960 members 
Mstep: Class 44 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28332528.000000 Penalty: 27028.597656
Iteration 248Q: 45 clusters Score -2.833253e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1499 members 
Mstep: Class 3 contains 1575 members 
Mstep: Class 4 contains 1574 members 
Mstep: Class 5 contains 26517 members 
Mstep: Class 6 contains 2732 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 26668 members 
Mstep: Class 9 contains 638 members 
Mstep: Class 10 contains 6615 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2588 members 
Mstep: Class 14 contains 27662 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 222683 members 
Mstep: Class 17 contains 5105 members 
Mstep: Class 18 contains 7701 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 1702 members 
Mstep: Class 23 contains 5917 members 
Mstep: Class 24 contains 1169 members 
Mstep: Class 25 contains 12489 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11478 members 
Mstep: Class 29 contains 34681 members 
Mstep: Class 30 contains 284 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1349 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 763 members 
Mstep: Class 37 contains 1469 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 56431 members 
Mstep: Class 40 contains 3988 members 
Mstep: Class 41 contains 2293 members 
Mstep: Class 42 contains 223399 members 
Mstep: Class 43 contains 5967 members 
Mstep: Class 44 contains 1014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28333372.000000 Penalty: 27028.597656
Iteration 249Q: 45 clusters Score -2.833337e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 26517 members 
Mstep: Class 6 contains 2731 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 26619 members 
Mstep: Class 9 contains 639 members 
Mstep: Class 10 contains 6618 members 
Mstep: Class 11 contains 4622 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2588 members 
Mstep: Class 14 contains 27629 members 
Mstep: Class 15 contains 2048 members 
Mstep: Class 16 contains 225132 members 
Mstep: Class 17 contains 5063 members 
Mstep: Class 18 contains 7710 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 1700 members 
Mstep: Class 23 contains 5919 members 
Mstep: Class 24 contains 1168 members 
Mstep: Class 25 contains 12454 members 
Mstep: Class 26 contains 1617 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11463 members 
Mstep: Class 29 contains 32318 members 
Mstep: Class 30 contains 285 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1046 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1348 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 764 members 
Mstep: Class 37 contains 1469 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 56445 members 
Mstep: Class 40 contains 4001 members 
Mstep: Class 41 contains 2309 members 
Mstep: Class 42 contains 223417 members 
Mstep: Class 43 contains 5959 members 
Mstep: Class 44 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28334174.000000 Penalty: 27028.597656
Iteration 250Q: 45 clusters Score -2.833417e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1492 members 
Mstep: Class 3 contains 1578 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 26516 members 
Mstep: Class 6 contains 2739 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 26577 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 6617 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2589 members 
Mstep: Class 14 contains 27599 members 
Mstep: Class 15 contains 2054 members 
Mstep: Class 16 contains 227452 members 
Mstep: Class 17 contains 5025 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 1698 members 
Mstep: Class 23 contains 5919 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 12417 members 
Mstep: Class 26 contains 1617 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11448 members 
Mstep: Class 29 contains 30090 members 
Mstep: Class 30 contains 285 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1046 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 763 members 
Mstep: Class 37 contains 1470 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 56455 members 
Mstep: Class 40 contains 4016 members 
Mstep: Class 41 contains 2322 members 
Mstep: Class 42 contains 223426 members 
Mstep: Class 43 contains 5946 members 
Mstep: Class 44 contains 1048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28335044.000000 Penalty: 27028.597656
Iteration 251Q: 45 clusters Score -2.833504e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1492 members 
Mstep: Class 3 contains 1580 members 
Mstep: Class 4 contains 1571 members 
Mstep: Class 5 contains 26515 members 
Mstep: Class 6 contains 2739 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 26539 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 6616 members 
Mstep: Class 11 contains 4699 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2589 members 
Mstep: Class 14 contains 27570 members 
Mstep: Class 15 contains 2059 members 
Mstep: Class 16 contains 229797 members 
Mstep: Class 17 contains 4985 members 
Mstep: Class 18 contains 7700 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 966 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5918 members 
Mstep: Class 24 contains 1168 members 
Mstep: Class 25 contains 12391 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11436 members 
Mstep: Class 29 contains 27953 members 
Mstep: Class 30 contains 285 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1046 members 
Mstep: Class 33 contains 4043 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 758 members 
Mstep: Class 37 contains 1470 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 56459 members 
Mstep: Class 40 contains 4035 members 
Mstep: Class 41 contains 2338 members 
Mstep: Class 42 contains 223380 members 
Mstep: Class 43 contains 5873 members 
Mstep: Class 44 contains 1067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28335930.000000 Penalty: 27028.597656
Iteration 252Q: 45 clusters Score -2.833593e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1489 members 
Mstep: Class 3 contains 1582 members 
Mstep: Class 4 contains 1570 members 
Mstep: Class 5 contains 26515 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 26516 members 
Mstep: Class 9 contains 634 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 4712 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 14 contains 27556 members 
Mstep: Class 15 contains 2061 members 
Mstep: Class 16 contains 232129 members 
Mstep: Class 17 contains 4958 members 
Mstep: Class 18 contains 7694 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 1696 members 
Mstep: Class 23 contains 5918 members 
Mstep: Class 24 contains 1170 members 
Mstep: Class 25 contains 12367 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11406 members 
Mstep: Class 29 contains 25869 members 
Mstep: Class 30 contains 284 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1046 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1345 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 755 members 
Mstep: Class 37 contains 1469 members 
Mstep: Class 38 contains 386 members 
Mstep: Class 39 contains 56474 members 
Mstep: Class 40 contains 4064 members 
Mstep: Class 41 contains 2349 members 
Mstep: Class 42 contains 223283 members 
Mstep: Class 43 contains 5773 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28336868.000000 Penalty: 27028.597656
Iteration 253Q: 45 clusters Score -2.833687e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1485 members 
Mstep: Class 3 contains 1585 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 26515 members 
Mstep: Class 6 contains 2764 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 26518 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 4727 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 14 contains 27538 members 
Mstep: Class 15 contains 2064 members 
Mstep: Class 16 contains 234367 members 
Mstep: Class 17 contains 4936 members 
Mstep: Class 18 contains 7686 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 933 members 
Mstep: Class 22 contains 1694 members 
Mstep: Class 23 contains 5916 members 
Mstep: Class 24 contains 1171 members 
Mstep: Class 25 contains 12360 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 23871 members 
Mstep: Class 30 contains 284 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1046 members 
Mstep: Class 33 contains 4042 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 753 members 
Mstep: Class 37 contains 1467 members 
Mstep: Class 38 contains 373 members 
Mstep: Class 39 contains 56499 members 
Mstep: Class 40 contains 4093 members 
Mstep: Class 41 contains 2364 members 
Mstep: Class 42 contains 223154 members 
Mstep: Class 43 contains 5680 members 
Mstep: Class 44 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28337778.000000 Penalty: 27028.597656
Iteration 254Q: 45 clusters Score -2.833778e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 1587 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 26514 members 
Mstep: Class 6 contains 2785 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 26507 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 6636 members 
Mstep: Class 11 contains 4751 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 14 contains 27526 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 236573 members 
Mstep: Class 17 contains 4913 members 
Mstep: Class 18 contains 7680 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 917 members 
Mstep: Class 22 contains 1694 members 
Mstep: Class 23 contains 5914 members 
Mstep: Class 24 contains 1171 members 
Mstep: Class 25 contains 12352 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11323 members 
Mstep: Class 29 contains 21911 members 
Mstep: Class 30 contains 283 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1046 members 
Mstep: Class 33 contains 4041 members 
Mstep: Class 34 contains 1348 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 753 members 
Mstep: Class 37 contains 1467 members 
Mstep: Class 38 contains 362 members 
Mstep: Class 39 contains 56520 members 
Mstep: Class 40 contains 4125 members 
Mstep: Class 41 contains 2373 members 
Mstep: Class 42 contains 223001 members 
Mstep: Class 43 contains 5594 members 
Mstep: Class 44 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28338540.000000 Penalty: 27028.597656
Iteration 255Q: 45 clusters Score -2.833854e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1478 members 
Mstep: Class 3 contains 1589 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 26503 members 
Mstep: Class 9 contains 626 members 
Mstep: Class 10 contains 6633 members 
Mstep: Class 11 contains 4770 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 14 contains 27512 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 238709 members 
Mstep: Class 17 contains 4896 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 1692 members 
Mstep: Class 23 contains 5914 members 
Mstep: Class 24 contains 1171 members 
Mstep: Class 25 contains 12338 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 20055 members 
Mstep: Class 30 contains 282 members 
Mstep: Class 31 contains 3574 members 
Mstep: Class 32 contains 1046 members 
Mstep: Class 33 contains 4043 members 
Mstep: Class 34 contains 1348 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 752 members 
Mstep: Class 37 contains 1467 members 
Mstep: Class 38 contains 349 members 
Mstep: Class 39 contains 56544 members 
Mstep: Class 40 contains 4155 members 
Mstep: Class 41 contains 2380 members 
Mstep: Class 42 contains 222854 members 
Mstep: Class 43 contains 5492 members 
Mstep: Class 44 contains 1133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28339388.000000 Penalty: 27028.597656
Iteration 256Q: 45 clusters Score -2.833939e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1479 members 
Mstep: Class 3 contains 1590 members 
Mstep: Class 4 contains 1562 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2813 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 26479 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 6635 members 
Mstep: Class 11 contains 4787 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2589 members 
Mstep: Class 14 contains 27495 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 240820 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 7645 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 900 members 
Mstep: Class 22 contains 1690 members 
Mstep: Class 23 contains 5915 members 
Mstep: Class 24 contains 1171 members 
Mstep: Class 25 contains 12324 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11237 members 
Mstep: Class 29 contains 18247 members 
Mstep: Class 30 contains 283 members 
Mstep: Class 31 contains 3574 members 
Mstep: Class 32 contains 1046 members 
Mstep: Class 33 contains 4042 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 756 members 
Mstep: Class 37 contains 1467 members 
Mstep: Class 38 contains 339 members 
Mstep: Class 39 contains 56568 members 
Mstep: Class 40 contains 4189 members 
Mstep: Class 41 contains 2388 members 
Mstep: Class 42 contains 222685 members 
Mstep: Class 43 contains 5406 members 
Mstep: Class 44 contains 1141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28340146.000000 Penalty: 27028.597656
Iteration 257Q: 45 clusters Score -2.834015e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 1590 members 
Mstep: Class 4 contains 1562 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2824 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 26424 members 
Mstep: Class 9 contains 622 members 
Mstep: Class 10 contains 6635 members 
Mstep: Class 11 contains 4796 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 14 contains 27485 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 242892 members 
Mstep: Class 17 contains 4865 members 
Mstep: Class 18 contains 7625 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 894 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 23 contains 5914 members 
Mstep: Class 24 contains 1170 members 
Mstep: Class 25 contains 12309 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11193 members 
Mstep: Class 29 contains 16510 members 
Mstep: Class 30 contains 284 members 
Mstep: Class 31 contains 3574 members 
Mstep: Class 32 contains 1046 members 
Mstep: Class 33 contains 4042 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 756 members 
Mstep: Class 37 contains 1467 members 
Mstep: Class 38 contains 337 members 
Mstep: Class 39 contains 56597 members 
Mstep: Class 40 contains 4213 members 
Mstep: Class 41 contains 2399 members 
Mstep: Class 42 contains 222522 members 
Mstep: Class 43 contains 5314 members 
Mstep: Class 44 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28340950.000000 Penalty: 27028.597656
Iteration 258Q: 45 clusters Score -2.834095e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 3 contains 1590 members 
Mstep: Class 4 contains 1562 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2834 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 26322 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 6635 members 
Mstep: Class 11 contains 4797 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 14 contains 27478 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 244888 members 
Mstep: Class 17 contains 4859 members 
Mstep: Class 18 contains 7610 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 879 members 
Mstep: Class 22 contains 1682 members 
Mstep: Class 23 contains 5915 members 
Mstep: Class 24 contains 1171 members 
Mstep: Class 25 contains 12303 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11163 members 
Mstep: Class 29 contains 14882 members 
Mstep: Class 30 contains 285 members 
Mstep: Class 31 contains 3574 members 
Mstep: Class 32 contains 1046 members 
Mstep: Class 33 contains 4043 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 755 members 
Mstep: Class 37 contains 1467 members 
Mstep: Class 38 contains 331 members 
Mstep: Class 39 contains 56618 members 
Mstep: Class 40 contains 4240 members 
Mstep: Class 41 contains 2412 members 
Mstep: Class 42 contains 222374 members 
Mstep: Class 43 contains 5215 members 
Mstep: Class 44 contains 1150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28341612.000000 Penalty: 27028.597656
Iteration 259Q: 45 clusters Score -2.834161e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 1590 members 
Mstep: Class 4 contains 1562 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2857 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 26151 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 6635 members 
Mstep: Class 11 contains 4798 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 14 contains 27479 members 
Mstep: Class 15 contains 2065 members 
Mstep: Class 16 contains 247057 members 
Mstep: Class 17 contains 4852 members 
Mstep: Class 18 contains 7606 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 859 members 
Mstep: Class 22 contains 1680 members 
Mstep: Class 23 contains 5915 members 
Mstep: Class 24 contains 1171 members 
Mstep: Class 25 contains 12301 members 
Mstep: Class 26 contains 1621 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11124 members 
Mstep: Class 29 contains 13168 members 
Mstep: Class 30 contains 285 members 
Mstep: Class 31 contains 3574 members 
Mstep: Class 32 contains 1046 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 754 members 
Mstep: Class 37 contains 1467 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 56631 members 
Mstep: Class 40 contains 4263 members 
Mstep: Class 41 contains 2420 members 
Mstep: Class 42 contains 222211 members 
Mstep: Class 43 contains 5105 members 
Mstep: Class 44 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342446.000000 Penalty: 27028.597656
Iteration 260F: 45 clusters Score -2.834245e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1478 members 
Mstep: Class 3 contains 1590 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2873 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 25877 members 
Mstep: Class 9 contains 619 members 
Mstep: Class 10 contains 6638 members 
Mstep: Class 11 contains 4804 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2591 members 
Mstep: Class 14 contains 27476 members 
Mstep: Class 15 contains 2064 members 
Mstep: Class 16 contains 249303 members 
Mstep: Class 17 contains 4846 members 
Mstep: Class 18 contains 7595 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 845 members 
Mstep: Class 22 contains 1680 members 
Mstep: Class 23 contains 5915 members 
Mstep: Class 24 contains 1172 members 
Mstep: Class 25 contains 12289 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11080 members 
Mstep: Class 29 contains 11480 members 
Mstep: Class 30 contains 285 members 
Mstep: Class 31 contains 3574 members 
Mstep: Class 32 contains 1046 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1337 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 755 members 
Mstep: Class 37 contains 1467 members 
Mstep: Class 38 contains 322 members 
Mstep: Class 39 contains 56645 members 
Mstep: Class 40 contains 4275 members 
Mstep: Class 41 contains 2440 members 
Mstep: Class 42 contains 222054 members 
Mstep: Class 43 contains 4999 members 
Mstep: Class 44 contains 1154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343430.000000 Penalty: 27028.597656
Iteration 261Q: 45 clusters Score -2.834343e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1478 members 
Mstep: Class 3 contains 1590 members 
Mstep: Class 4 contains 1563 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2884 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 25577 members 
Mstep: Class 9 contains 617 members 
Mstep: Class 10 contains 6630 members 
Mstep: Class 11 contains 4801 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2591 members 
Mstep: Class 14 contains 27468 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 16 contains 251646 members 
Mstep: Class 17 contains 4835 members 
Mstep: Class 18 contains 7579 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 1682 members 
Mstep: Class 23 contains 5915 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 12278 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11042 members 
Mstep: Class 29 contains 9727 members 
Mstep: Class 30 contains 286 members 
Mstep: Class 31 contains 3574 members 
Mstep: Class 32 contains 1046 members 
Mstep: Class 33 contains 4046 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 755 members 
Mstep: Class 37 contains 1467 members 
Mstep: Class 38 contains 315 members 
Mstep: Class 39 contains 56659 members 
Mstep: Class 40 contains 4279 members 
Mstep: Class 41 contains 2459 members 
Mstep: Class 42 contains 221923 members 
Mstep: Class 43 contains 4893 members 
Mstep: Class 44 contains 1159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28344378.000000 Penalty: 27028.597656
Iteration 262Q: 45 clusters Score -2.834438e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1479 members 
Mstep: Class 3 contains 1591 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2894 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 25144 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 6632 members 
Mstep: Class 11 contains 4801 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2591 members 
Mstep: Class 14 contains 27464 members 
Mstep: Class 15 contains 2064 members 
Mstep: Class 16 contains 254130 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 7566 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 818 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 5915 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 11014 members 
Mstep: Class 29 contains 7970 members 
Mstep: Class 30 contains 286 members 
Mstep: Class 31 contains 3574 members 
Mstep: Class 32 contains 1046 members 
Mstep: Class 33 contains 4049 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 755 members 
Mstep: Class 37 contains 1467 members 
Mstep: Class 38 contains 307 members 
Mstep: Class 39 contains 56677 members 
Mstep: Class 40 contains 4281 members 
Mstep: Class 41 contains 2470 members 
Mstep: Class 42 contains 221810 members 
Mstep: Class 43 contains 4767 members 
Mstep: Class 44 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28345458.000000 Penalty: 27028.597656
Iteration 263Q: 45 clusters Score -2.834546e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1480 members 
Mstep: Class 3 contains 1591 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2912 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 24624 members 
Mstep: Class 9 contains 611 members 
Mstep: Class 10 contains 6630 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2592 members 
Mstep: Class 14 contains 27455 members 
Mstep: Class 15 contains 2065 members 
Mstep: Class 16 contains 256594 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 7547 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 810 members 
Mstep: Class 22 contains 1676 members 
Mstep: Class 23 contains 5915 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 12247 members 
Mstep: Class 26 contains 1621 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10988 members 
Mstep: Class 29 contains 6335 members 
Mstep: Class 30 contains 286 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1046 members 
Mstep: Class 33 contains 4051 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 758 members 
Mstep: Class 37 contains 1467 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 56695 members 
Mstep: Class 40 contains 4270 members 
Mstep: Class 41 contains 2480 members 
Mstep: Class 42 contains 221683 members 
Mstep: Class 43 contains 4644 members 
Mstep: Class 44 contains 1167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346524.000000 Penalty: 27028.597656
Iteration 264Q: 45 clusters Score -2.834652e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1480 members 
Mstep: Class 3 contains 1592 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2938 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 24066 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 6631 members 
Mstep: Class 11 contains 4776 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2592 members 
Mstep: Class 14 contains 27449 members 
Mstep: Class 15 contains 2064 members 
Mstep: Class 16 contains 259028 members 
Mstep: Class 17 contains 4819 members 
Mstep: Class 18 contains 7527 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 799 members 
Mstep: Class 22 contains 1672 members 
Mstep: Class 23 contains 5912 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 12237 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10966 members 
Mstep: Class 29 contains 4758 members 
Mstep: Class 30 contains 286 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1046 members 
Mstep: Class 33 contains 4051 members 
Mstep: Class 34 contains 1332 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 754 members 
Mstep: Class 37 contains 1467 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 56704 members 
Mstep: Class 40 contains 4254 members 
Mstep: Class 41 contains 2491 members 
Mstep: Class 42 contains 221572 members 
Mstep: Class 43 contains 4532 members 
Mstep: Class 44 contains 1171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347734.000000 Penalty: 27028.597656
Iteration 265Q: 45 clusters Score -2.834773e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 1591 members 
Mstep: Class 4 contains 1554 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 23400 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 4750 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2592 members 
Mstep: Class 14 contains 27438 members 
Mstep: Class 15 contains 2063 members 
Mstep: Class 16 contains 261366 members 
Mstep: Class 17 contains 4813 members 
Mstep: Class 18 contains 7521 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 792 members 
Mstep: Class 22 contains 1666 members 
Mstep: Class 23 contains 5912 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 12225 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10942 members 
Mstep: Class 29 contains 3413 members 
Mstep: Class 30 contains 286 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4051 members 
Mstep: Class 34 contains 1329 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 752 members 
Mstep: Class 37 contains 1467 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 56723 members 
Mstep: Class 40 contains 4219 members 
Mstep: Class 41 contains 2503 members 
Mstep: Class 42 contains 221479 members 
Mstep: Class 43 contains 4403 members 
Mstep: Class 44 contains 1173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348852.000000 Penalty: 27028.597656
Iteration 266Q: 45 clusters Score -2.834885e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 1591 members 
Mstep: Class 4 contains 1550 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2977 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 22726 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 6605 members 
Mstep: Class 11 contains 4733 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 27436 members 
Mstep: Class 15 contains 2065 members 
Mstep: Class 16 contains 263436 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 7508 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 1663 members 
Mstep: Class 23 contains 5912 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 12213 members 
Mstep: Class 26 contains 1613 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10899 members 
Mstep: Class 29 contains 2352 members 
Mstep: Class 30 contains 286 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4050 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 747 members 
Mstep: Class 37 contains 1467 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 56743 members 
Mstep: Class 40 contains 4182 members 
Mstep: Class 41 contains 2513 members 
Mstep: Class 42 contains 221375 members 
Mstep: Class 43 contains 4297 members 
Mstep: Class 44 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349660.000000 Penalty: 27028.597656
Iteration 267Q: 45 clusters Score -2.834966e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 1591 members 
Mstep: Class 4 contains 1550 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 22028 members 
Mstep: Class 9 contains 606 members 
Mstep: Class 10 contains 6594 members 
Mstep: Class 11 contains 4722 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 27424 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 265260 members 
Mstep: Class 17 contains 4799 members 
Mstep: Class 18 contains 7503 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 769 members 
Mstep: Class 22 contains 1662 members 
Mstep: Class 23 contains 5912 members 
Mstep: Class 24 contains 1172 members 
Mstep: Class 25 contains 12184 members 
Mstep: Class 26 contains 1612 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10866 members 
Mstep: Class 29 contains 1546 members 
Mstep: Class 30 contains 286 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4048 members 
Mstep: Class 34 contains 1327 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 744 members 
Mstep: Class 37 contains 1467 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 56759 members 
Mstep: Class 40 contains 4136 members 
Mstep: Class 41 contains 2520 members 
Mstep: Class 42 contains 221266 members 
Mstep: Class 43 contains 4202 members 
Mstep: Class 44 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350460.000000 Penalty: 27028.597656
Iteration 268Q: 45 clusters Score -2.835046e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 1591 members 
Mstep: Class 4 contains 1550 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3050 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 21357 members 
Mstep: Class 9 contains 599 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 4719 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 27420 members 
Mstep: Class 15 contains 2071 members 
Mstep: Class 16 contains 266824 members 
Mstep: Class 17 contains 4782 members 
Mstep: Class 18 contains 7499 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 5912 members 
Mstep: Class 24 contains 1172 members 
Mstep: Class 25 contains 12150 members 
Mstep: Class 26 contains 1608 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10833 members 
Mstep: Class 29 contains 963 members 
Mstep: Class 30 contains 285 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4047 members 
Mstep: Class 34 contains 1326 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 740 members 
Mstep: Class 37 contains 1467 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 56774 members 
Mstep: Class 40 contains 4073 members 
Mstep: Class 41 contains 2529 members 
Mstep: Class 42 contains 221172 members 
Mstep: Class 43 contains 4119 members 
Mstep: Class 44 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351130.000000 Penalty: 27028.597656
Iteration 269Q: 45 clusters Score -2.835113e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1480 members 
Mstep: Class 3 contains 1591 members 
Mstep: Class 4 contains 1549 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3087 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 20736 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 6585 members 
Mstep: Class 11 contains 4703 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 27413 members 
Mstep: Class 15 contains 2074 members 
Mstep: Class 16 contains 268144 members 
Mstep: Class 17 contains 4766 members 
Mstep: Class 18 contains 7487 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 5911 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 12115 members 
Mstep: Class 26 contains 1602 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10788 members 
Mstep: Class 29 contains 590 members 
Mstep: Class 30 contains 284 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4048 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 739 members 
Mstep: Class 37 contains 1467 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 56796 members 
Mstep: Class 40 contains 3991 members 
Mstep: Class 41 contains 2533 members 
Mstep: Class 42 contains 221081 members 
Mstep: Class 43 contains 4043 members 
Mstep: Class 44 contains 1202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 29. Lose 498.693481 but Gain 614.285156
Score: -28351700.000000 Penalty: 26414.312500
Iteration 270Q: 44 clusters Score -2.83517e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1479 members 
Mstep: Class 3 contains 1591 members 
Mstep: Class 4 contains 1552 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3123 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 20150 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 4684 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 27398 members 
Mstep: Class 15 contains 2076 members 
Mstep: Class 16 contains 269504 members 
Mstep: Class 17 contains 4751 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 12095 members 
Mstep: Class 26 contains 1602 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10725 members 
Mstep: Class 30 contains 284 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4048 members 
Mstep: Class 34 contains 1326 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 738 members 
Mstep: Class 37 contains 1468 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 56826 members 
Mstep: Class 40 contains 3914 members 
Mstep: Class 41 contains 2537 members 
Mstep: Class 42 contains 221133 members 
Mstep: Class 43 contains 3975 members 
Mstep: Class 44 contains 1211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352460.000000 Penalty: 26414.312500
Iteration 271Q: 44 clusters Score -2.835246e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 3 contains 1592 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 19576 members 
Mstep: Class 9 contains 590 members 
Mstep: Class 10 contains 6567 members 
Mstep: Class 11 contains 4665 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 27386 members 
Mstep: Class 15 contains 2082 members 
Mstep: Class 16 contains 270430 members 
Mstep: Class 17 contains 4739 members 
Mstep: Class 18 contains 7450 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 1662 members 
Mstep: Class 23 contains 5909 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 12077 members 
Mstep: Class 26 contains 1601 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10654 members 
Mstep: Class 30 contains 283 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4050 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 1468 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 56845 members 
Mstep: Class 40 contains 3841 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 221036 members 
Mstep: Class 43 contains 3900 members 
Mstep: Class 44 contains 1219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352772.000000 Penalty: 26414.312500
Iteration 272Q: 44 clusters Score -2.835277e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1470 members 
Mstep: Class 3 contains 1592 members 
Mstep: Class 4 contains 1559 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 19027 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 4653 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 27376 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 271290 members 
Mstep: Class 17 contains 4732 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 5909 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 12051 members 
Mstep: Class 26 contains 1601 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10589 members 
Mstep: Class 30 contains 282 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4053 members 
Mstep: Class 34 contains 1327 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 1468 members 
Mstep: Class 38 contains 256 members 
Mstep: Class 39 contains 56878 members 
Mstep: Class 40 contains 3772 members 
Mstep: Class 41 contains 2541 members 
Mstep: Class 42 contains 220942 members 
Mstep: Class 43 contains 3849 members 
Mstep: Class 44 contains 1229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352982.000000 Penalty: 26414.312500
Iteration 273Q: 44 clusters Score -2.835298e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1468 members 
Mstep: Class 3 contains 1592 members 
Mstep: Class 4 contains 1561 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 18528 members 
Mstep: Class 9 contains 581 members 
Mstep: Class 10 contains 6526 members 
Mstep: Class 11 contains 4628 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 27362 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 272077 members 
Mstep: Class 17 contains 4729 members 
Mstep: Class 18 contains 7424 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 737 members 
Mstep: Class 22 contains 1674 members 
Mstep: Class 23 contains 5909 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 12037 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10536 members 
Mstep: Class 30 contains 282 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4050 members 
Mstep: Class 34 contains 1329 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 730 members 
Mstep: Class 37 contains 1468 members 
Mstep: Class 38 contains 250 members 
Mstep: Class 39 contains 56910 members 
Mstep: Class 40 contains 3711 members 
Mstep: Class 41 contains 2546 members 
Mstep: Class 42 contains 220856 members 
Mstep: Class 43 contains 3802 members 
Mstep: Class 44 contains 1238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353200.000000 Penalty: 26414.312500
Iteration 274Q: 44 clusters Score -2.83532e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1466 members 
Mstep: Class 3 contains 1593 members 
Mstep: Class 4 contains 1562 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 18094 members 
Mstep: Class 9 contains 578 members 
Mstep: Class 10 contains 6509 members 
Mstep: Class 11 contains 4610 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 27345 members 
Mstep: Class 15 contains 2080 members 
Mstep: Class 16 contains 272793 members 
Mstep: Class 17 contains 4726 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 5907 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 12025 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10471 members 
Mstep: Class 30 contains 282 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4048 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 729 members 
Mstep: Class 37 contains 1470 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 56933 members 
Mstep: Class 40 contains 3638 members 
Mstep: Class 41 contains 2550 members 
Mstep: Class 42 contains 220766 members 
Mstep: Class 43 contains 3774 members 
Mstep: Class 44 contains 1248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353424.000000 Penalty: 26414.312500
Iteration 275Q: 44 clusters Score -2.835342e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1465 members 
Mstep: Class 3 contains 1594 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3262 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 17712 members 
Mstep: Class 9 contains 577 members 
Mstep: Class 10 contains 6496 members 
Mstep: Class 11 contains 4595 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 27327 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 273432 members 
Mstep: Class 17 contains 4723 members 
Mstep: Class 18 contains 7396 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 1698 members 
Mstep: Class 23 contains 5907 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 12013 members 
Mstep: Class 26 contains 1597 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10414 members 
Mstep: Class 30 contains 284 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4045 members 
Mstep: Class 34 contains 1329 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 1470 members 
Mstep: Class 38 contains 243 members 
Mstep: Class 39 contains 56960 members 
Mstep: Class 40 contains 3552 members 
Mstep: Class 41 contains 2553 members 
Mstep: Class 42 contains 220695 members 
Mstep: Class 43 contains 3746 members 
Mstep: Class 44 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353536.000000 Penalty: 26414.312500
Iteration 276Q: 44 clusters Score -2.835354e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1464 members 
Mstep: Class 3 contains 1596 members 
Mstep: Class 4 contains 1568 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 17378 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 6487 members 
Mstep: Class 11 contains 4584 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 27306 members 
Mstep: Class 15 contains 2065 members 
Mstep: Class 16 contains 273975 members 
Mstep: Class 17 contains 4721 members 
Mstep: Class 18 contains 7379 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 704 members 
Mstep: Class 22 contains 1711 members 
Mstep: Class 23 contains 5908 members 
Mstep: Class 24 contains 1179 members 
Mstep: Class 25 contains 11998 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10365 members 
Mstep: Class 30 contains 285 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4042 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 721 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 56982 members 
Mstep: Class 40 contains 3484 members 
Mstep: Class 41 contains 2557 members 
Mstep: Class 42 contains 220644 members 
Mstep: Class 43 contains 3715 members 
Mstep: Class 44 contains 1253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353620.000000 Penalty: 26414.312500
Iteration 277Q: 44 clusters Score -2.835362e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1464 members 
Mstep: Class 3 contains 1597 members 
Mstep: Class 4 contains 1569 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3330 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 17023 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 6493 members 
Mstep: Class 11 contains 4576 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 27298 members 
Mstep: Class 15 contains 2061 members 
Mstep: Class 16 contains 274491 members 
Mstep: Class 17 contains 4719 members 
Mstep: Class 18 contains 7365 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 690 members 
Mstep: Class 22 contains 1719 members 
Mstep: Class 23 contains 5907 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 11983 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10306 members 
Mstep: Class 30 contains 285 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4041 members 
Mstep: Class 34 contains 1325 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 723 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57007 members 
Mstep: Class 40 contains 3424 members 
Mstep: Class 41 contains 2561 members 
Mstep: Class 42 contains 220626 members 
Mstep: Class 43 contains 3686 members 
Mstep: Class 44 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353674.000000 Penalty: 26414.312500
Iteration 278Q: 44 clusters Score -2.835367e+07 nChanged 901
Entering ConstructFrom: 
Score: -28353674.000000 Penalty: 26414.312500
Entering ConstructFrom: 
Trying to split cluster 1 (2120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Entering Unmasked Estep 
Score: -84368.937500 Penalty: 348.492310
	Iteration 0F: 2 clusters Score -84368.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -82865.726562 Penalty: 696.984619
	Iteration 0F: 3 clusters Score -82865.73 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -83424.781250 Penalty: 696.984619
	Iteration 1F: 3 clusters Score -83424.78 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -83606.445312 Penalty: 696.984619
	Iteration 2F: 3 clusters Score -83606.45 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -83774.437500 Penalty: 696.984619
	Iteration 3F: 3 clusters Score -83774.44 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -83913.507812 Penalty: 696.984619
	Iteration 4F: 3 clusters Score -83913.51 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -84034.117188 Penalty: 696.984619
	Iteration 5F: 3 clusters Score -84034.12 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -84121.398438 Penalty: 696.984619
	Iteration 6F: 3 clusters Score -84121.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -84177.421875 Penalty: 696.984619
	Iteration 7Q: 3 clusters Score -84177.42 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -84198.281250 Penalty: 696.984619
	Iteration 8Q: 3 clusters Score -84198.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -84213.640625 Penalty: 696.984619
	Iteration 9Q: 3 clusters Score -84213.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -84223.726562 Penalty: 696.984619
	Iteration 10Q: 3 clusters Score -84223.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -84228.140625 Penalty: 696.984619
	Iteration 11Q: 3 clusters Score -84228.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -84229.820312 Penalty: 696.984619
	Iteration 12Q: 3 clusters Score -84229.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -84231.609375 Penalty: 696.984619
	Iteration 13Q: 3 clusters Score -84231.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -84232.023438 Penalty: 696.984619
	Iteration 14Q: 3 clusters Score -84232.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -84233.093750 Penalty: 696.984619
	Iteration 15Q: 3 clusters Score -84233.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -84234.343750 Penalty: 696.984619
	Iteration 16Q: 3 clusters Score -84234.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -84234.695312 Penalty: 696.984619
	Iteration 17Q: 3 clusters Score -84234.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -84235.125000 Penalty: 696.984619
	Iteration 18Q: 3 clusters Score -84235.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -84235.125000 Penalty: 696.984619
	Iteration 19F: 3 clusters Score -84235.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -50212.156250 Penalty: 331.615112
	Iteration 0F: 2 clusters Score -50212.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -49157.781250 Penalty: 663.230225
	Iteration 0F: 3 clusters Score -49157.78 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -49648.695312 Penalty: 663.230225
	Iteration 1F: 3 clusters Score -49648.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -49810.871094 Penalty: 663.230225
	Iteration 2F: 3 clusters Score -49810.87 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -49891.355469 Penalty: 663.230225
	Iteration 3F: 3 clusters Score -49891.36 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -49940.515625 Penalty: 663.230225
	Iteration 4F: 3 clusters Score -49940.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -49968.105469 Penalty: 663.230225
	Iteration 5Q: 3 clusters Score -49968.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -49979.406250 Penalty: 663.230225
	Iteration 6Q: 3 clusters Score -49979.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -49988.917969 Penalty: 663.230225
	Iteration 7Q: 3 clusters Score -49988.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -49997.261719 Penalty: 663.230225
	Iteration 8Q: 3 clusters Score -49997.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -50002.988281 Penalty: 663.230225
	Iteration 9Q: 3 clusters Score -50002.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -50009.339844 Penalty: 663.230225
	Iteration 10Q: 3 clusters Score -50009.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -50011.812500 Penalty: 663.230225
	Iteration 11Q: 3 clusters Score -50011.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -50012.699219 Penalty: 663.230225
	Iteration 12Q: 3 clusters Score -50012.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -50013.019531 Penalty: 663.230225
	Iteration 13Q: 3 clusters Score -50013.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -50013.140625 Penalty: 663.230225
	Iteration 14Q: 3 clusters Score -50013.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -50013.140625 Penalty: 663.230225
	Iteration 15F: 3 clusters Score -50013.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -57187.578125 Penalty: 335.602631
	Iteration 0F: 2 clusters Score -57187.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -55997.804688 Penalty: 671.205261
	Iteration 0F: 3 clusters Score -55997.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -56468.824219 Penalty: 671.205261
	Iteration 1F: 3 clusters Score -56468.82 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -56662.781250 Penalty: 671.205261
	Iteration 2F: 3 clusters Score -56662.78 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -56805.921875 Penalty: 671.205261
	Iteration 3F: 3 clusters Score -56805.92 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -56881.144531 Penalty: 671.205261
	Iteration 4F: 3 clusters Score -56881.14 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -56916.820312 Penalty: 671.205261
	Iteration 5Q: 3 clusters Score -56916.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -56941.355469 Penalty: 671.205261
	Iteration 6Q: 3 clusters Score -56941.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -56957.296875 Penalty: 671.205261
	Iteration 7Q: 3 clusters Score -56957.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -56964.785156 Penalty: 671.205261
	Iteration 8Q: 3 clusters Score -56964.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -56971.812500 Penalty: 671.205261
	Iteration 9Q: 3 clusters Score -56971.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -56979.242188 Penalty: 671.205261
	Iteration 10Q: 3 clusters Score -56979.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -56985.437500 Penalty: 671.205261
	Iteration 11Q: 3 clusters Score -56985.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -56991.722656 Penalty: 671.205261
	Iteration 12Q: 3 clusters Score -56991.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -56996.746094 Penalty: 671.205261
	Iteration 13Q: 3 clusters Score -56996.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -57009.085938 Penalty: 671.205261
	Iteration 14Q: 3 clusters Score -57009.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -57019.003906 Penalty: 671.205261
	Iteration 15Q: 3 clusters Score -57019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -57029.941406 Penalty: 671.205261
	Iteration 16Q: 3 clusters Score -57029.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -57041.929688 Penalty: 671.205261
	Iteration 17Q: 3 clusters Score -57041.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -57046.988281 Penalty: 671.205261
	Iteration 18Q: 3 clusters Score -57046.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -57054.386719 Penalty: 671.205261
	Iteration 19Q: 3 clusters Score -57054.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -57062.777344 Penalty: 671.205261
	Iteration 20F: 3 clusters Score -57062.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -57070.976562 Penalty: 671.205261
	Iteration 21Q: 3 clusters Score -57070.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -57078.917969 Penalty: 671.205261
	Iteration 22Q: 3 clusters Score -57078.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -57085.734375 Penalty: 671.205261
	Iteration 23Q: 3 clusters Score -57085.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -57094.859375 Penalty: 671.205261
	Iteration 24Q: 3 clusters Score -57094.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -57112.187500 Penalty: 671.205261
	Iteration 25Q: 3 clusters Score -57112.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -57154.839844 Penalty: 671.205261
	Iteration 26Q: 3 clusters Score -57154.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -57212.335938 Penalty: 671.205261
	Iteration 27Q: 3 clusters Score -57212.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -57236.019531 Penalty: 671.205261
	Iteration 28Q: 3 clusters Score -57236.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -57239.882812 Penalty: 671.205261
	Iteration 29Q: 3 clusters Score -57239.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -57240.710938 Penalty: 671.205261
	Iteration 30Q: 3 clusters Score -57240.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -57240.996094 Penalty: 671.205261
	Iteration 31Q: 3 clusters Score -57241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -57241.039062 Penalty: 671.205261
	Iteration 32Q: 3 clusters Score -57241.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -57241.359375 Penalty: 671.205261
	Iteration 33Q: 3 clusters Score -57241.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -57241.445312 Penalty: 671.205261
	Iteration 34Q: 3 clusters Score -57241.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -57241.699219 Penalty: 671.205261
	Iteration 35Q: 3 clusters Score -57241.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -57241.699219 Penalty: 671.205261
	Iteration 36F: 3 clusters Score -57241.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3370 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 16744 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 6488 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27286 members 
Mstep: Class 15 contains 2055 members 
Mstep: Class 16 contains 274965 members 
Mstep: Class 17 contains 4713 members 
Mstep: Class 18 contains 7355 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 677 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 5905 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 11972 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10249 members 
Mstep: Class 29 contains 474 members 
Mstep: Class 30 contains 285 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4042 members 
Mstep: Class 34 contains 1323 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 721 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57031 members 
Mstep: Class 40 contains 3355 members 
Mstep: Class 41 contains 2561 members 
Mstep: Class 42 contains 220616 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 1255 members 
Entering Unmasked Estep 
Score: -28353510.000000 Penalty: 27028.597656
Splitting cluster 3 changes total score from -28353674.000000 to -28353510.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -63391.570312 Penalty: 334.739777
	Iteration 0F: 2 clusters Score -63391.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -62218.074219 Penalty: 669.479553
	Iteration 0F: 3 clusters Score -62218.07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -62593.671875 Penalty: 669.479553
	Iteration 1F: 3 clusters Score -62593.67 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -62647.437500 Penalty: 669.479553
	Iteration 2F: 3 clusters Score -62647.44 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -62679.996094 Penalty: 669.479553
	Iteration 3Q: 3 clusters Score -62680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -62725.054688 Penalty: 669.479553
	Iteration 4Q: 3 clusters Score -62725.05 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -62774.718750 Penalty: 669.479553
	Iteration 5F: 3 clusters Score -62774.72 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -62824.820312 Penalty: 669.479553
	Iteration 6Q: 3 clusters Score -62824.82 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -62868.515625 Penalty: 669.479553
	Iteration 7Q: 3 clusters Score -62868.52 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -62921.019531 Penalty: 669.479553
	Iteration 8Q: 3 clusters Score -62921.02 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -62980.046875 Penalty: 669.479553
	Iteration 9Q: 3 clusters Score -62980.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -63021.023438 Penalty: 669.479553
	Iteration 10Q: 3 clusters Score -63021.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -63051.199219 Penalty: 669.479553
	Iteration 11Q: 3 clusters Score -63051.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -63071.316406 Penalty: 669.479553
	Iteration 12Q: 3 clusters Score -63071.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -63083.171875 Penalty: 669.479553
	Iteration 13Q: 3 clusters Score -63083.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -63090.554688 Penalty: 669.479553
	Iteration 14Q: 3 clusters Score -63090.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -63095.847656 Penalty: 669.479553
	Iteration 15Q: 3 clusters Score -63095.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -63101.949219 Penalty: 669.479553
	Iteration 16Q: 3 clusters Score -63101.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -63104.074219 Penalty: 669.479553
	Iteration 17Q: 3 clusters Score -63104.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -63108.707031 Penalty: 669.479553
	Iteration 18Q: 3 clusters Score -63108.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -63111.250000 Penalty: 669.479553
	Iteration 19Q: 3 clusters Score -63111.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -63112.464844 Penalty: 669.479553
	Iteration 20F: 3 clusters Score -63112.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -63113.968750 Penalty: 669.479553
	Iteration 21Q: 3 clusters Score -63113.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -63114.386719 Penalty: 669.479553
	Iteration 22Q: 3 clusters Score -63114.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -63114.386719 Penalty: 669.479553
	Iteration 23F: 3 clusters Score -63114.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Entering Unmasked Estep 
Score: -1014008.125000 Penalty: 463.433533
	Iteration 0F: 2 clusters Score -1014008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -996273.062500 Penalty: 926.867065
	Iteration 0F: 3 clusters Score -996273.1 nChanged 12831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1004631.000000 Penalty: 926.867065
	Iteration 1F: 3 clusters Score -1004631 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1005658.000000 Penalty: 926.867065
	Iteration 2F: 3 clusters Score -1005658 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1006851.125000 Penalty: 926.867065
	Iteration 3F: 3 clusters Score -1006851 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1008030.750000 Penalty: 926.867065
	Iteration 4F: 3 clusters Score -1008031 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1008928.250000 Penalty: 926.867065
	Iteration 5F: 3 clusters Score -1008928 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -1009472.500000 Penalty: 926.867065
	Iteration 6Q: 3 clusters Score -1009472 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1009780.187500 Penalty: 926.867065
	Iteration 7Q: 3 clusters Score -1009780 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -1009943.812500 Penalty: 926.867065
	Iteration 8Q: 3 clusters Score -1009944 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -1010090.250000 Penalty: 926.867065
	Iteration 9Q: 3 clusters Score -1010090 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -1010234.000000 Penalty: 926.867065
	Iteration 10Q: 3 clusters Score -1010234 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -1010375.750000 Penalty: 926.867065
	Iteration 11Q: 3 clusters Score -1010376 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -1010546.687500 Penalty: 926.867065
	Iteration 12Q: 3 clusters Score -1010547 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -1010737.812500 Penalty: 926.867065
	Iteration 13Q: 3 clusters Score -1010738 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -1010927.375000 Penalty: 926.867065
	Iteration 14Q: 3 clusters Score -1010927 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -1011122.187500 Penalty: 926.867065
	Iteration 15Q: 3 clusters Score -1011122 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -1011295.625000 Penalty: 926.867065
	Iteration 16Q: 3 clusters Score -1011296 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -1011489.750000 Penalty: 926.867065
	Iteration 17Q: 3 clusters Score -1011490 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -1011667.812500 Penalty: 926.867065
	Iteration 18Q: 3 clusters Score -1011668 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -1011832.750000 Penalty: 926.867065
	Iteration 19Q: 3 clusters Score -1011833 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -1012002.687500 Penalty: 926.867065
	Iteration 20F: 3 clusters Score -1012003 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -1012180.562500 Penalty: 926.867065
	Iteration 21Q: 3 clusters Score -1012181 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -1012360.437500 Penalty: 926.867065
	Iteration 22Q: 3 clusters Score -1012360 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -1012550.625000 Penalty: 926.867065
	Iteration 23Q: 3 clusters Score -1012551 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -1012719.312500 Penalty: 926.867065
	Iteration 24Q: 3 clusters Score -1012719 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -1012882.437500 Penalty: 926.867065
	Iteration 25Q: 3 clusters Score -1012882 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -1013014.187500 Penalty: 926.867065
	Iteration 26Q: 3 clusters Score -1013014 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -1013151.750000 Penalty: 926.867065
	Iteration 27Q: 3 clusters Score -1013152 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -1013309.000000 Penalty: 926.867065
	Iteration 28Q: 3 clusters Score -1013309 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -1013463.687500 Penalty: 926.867065
	Iteration 29Q: 3 clusters Score -1013464 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -1013568.812500 Penalty: 926.867065
	Iteration 30Q: 3 clusters Score -1013569 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -1013623.812500 Penalty: 926.867065
	Iteration 31Q: 3 clusters Score -1013624 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -1013655.062500 Penalty: 926.867065
	Iteration 32Q: 3 clusters Score -1013655 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -1013672.062500 Penalty: 926.867065
	Iteration 33Q: 3 clusters Score -1013672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -1013691.062500 Penalty: 926.867065
	Iteration 34Q: 3 clusters Score -1013691 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -1013704.937500 Penalty: 926.867065
	Iteration 35Q: 3 clusters Score -1013705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -1013720.125000 Penalty: 926.867065
	Iteration 36Q: 3 clusters Score -1013720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -1013732.000000 Penalty: 926.867065
	Iteration 37Q: 3 clusters Score -1013732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -1013739.812500 Penalty: 926.867065
	Iteration 38Q: 3 clusters Score -1013740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -1013742.062500 Penalty: 926.867065
	Iteration 39Q: 3 clusters Score -1013742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -1013745.000000 Penalty: 926.867065
	Iteration 40F: 3 clusters Score -1013745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -1013747.750000 Penalty: 926.867065
	Iteration 41Q: 3 clusters Score -1013748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -1013754.062500 Penalty: 926.867065
	Iteration 42Q: 3 clusters Score -1013754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -1013756.812500 Penalty: 926.867065
	Iteration 43Q: 3 clusters Score -1013757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -1013765.000000 Penalty: 926.867065
	Iteration 44Q: 3 clusters Score -1013765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -1013769.937500 Penalty: 926.867065
	Iteration 45Q: 3 clusters Score -1013770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -1013773.000000 Penalty: 926.867065
	Iteration 46Q: 3 clusters Score -1013773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -1013773.937500 Penalty: 926.867065
	Iteration 47Q: 3 clusters Score -1013774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -1013777.437500 Penalty: 926.867065
	Iteration 48Q: 3 clusters Score -1013777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -1013781.250000 Penalty: 926.867065
	Iteration 49Q: 3 clusters Score -1013781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -1013784.687500 Penalty: 926.867065
	Iteration 50Q: 3 clusters Score -1013785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -1013789.125000 Penalty: 926.867065
	Iteration 51Q: 3 clusters Score -1013789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -1013792.187500 Penalty: 926.867065
	Iteration 52Q: 3 clusters Score -1013792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -1013794.625000 Penalty: 926.867065
	Iteration 53Q: 3 clusters Score -1013795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -1013798.375000 Penalty: 926.867065
	Iteration 54Q: 3 clusters Score -1013798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -1013799.500000 Penalty: 926.867065
	Iteration 55Q: 3 clusters Score -1013800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -1013798.750000 Penalty: 926.867065
	Iteration 56Q: 3 clusters Score -1013799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -1013799.312500 Penalty: 926.867065
	Iteration 57Q: 3 clusters Score -1013799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -1013800.562500 Penalty: 926.867065
	Iteration 58Q: 3 clusters Score -1013801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -1013803.625000 Penalty: 926.867065
	Iteration 59Q: 3 clusters Score -1013804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -1013804.687500 Penalty: 926.867065
	Iteration 60F: 3 clusters Score -1013805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -1013805.750000 Penalty: 926.867065
	Iteration 61Q: 3 clusters Score -1013806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -1013806.437500 Penalty: 926.867065
	Iteration 62Q: 3 clusters Score -1013806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -1013808.437500 Penalty: 926.867065
	Iteration 63Q: 3 clusters Score -1013808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -1013813.187500 Penalty: 926.867065
	Iteration 64Q: 3 clusters Score -1013813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -1013817.750000 Penalty: 926.867065
	Iteration 65Q: 3 clusters Score -1013818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -1013821.250000 Penalty: 926.867065
	Iteration 66Q: 3 clusters Score -1013821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -1013823.625000 Penalty: 926.867065
	Iteration 67Q: 3 clusters Score -1013824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -1013828.000000 Penalty: 926.867065
	Iteration 68Q: 3 clusters Score -1013828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -1013829.062500 Penalty: 926.867065
	Iteration 69Q: 3 clusters Score -1013829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -1013831.875000 Penalty: 926.867065
	Iteration 70Q: 3 clusters Score -1013832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -1013831.937500 Penalty: 926.867065
	Iteration 71Q: 3 clusters Score -1013832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -1013832.875000 Penalty: 926.867065
	Iteration 72Q: 3 clusters Score -1013833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -1013832.125000 Penalty: 926.867065
	Iteration 73Q: 3 clusters Score -1013832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -1013831.687500 Penalty: 926.867065
	Iteration 74Q: 3 clusters Score -1013832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -1013831.750000 Penalty: 926.867065
	Iteration 75Q: 3 clusters Score -1013832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -1013831.750000 Penalty: 926.867065
	Iteration 76F: 3 clusters Score -1013832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Entering Unmasked Estep 
Score: -130948.460938 Penalty: 369.581421
	Iteration 0F: 2 clusters Score -130948.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -128682.523438 Penalty: 739.162842
	Iteration 0F: 3 clusters Score -128682.5 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -129569.953125 Penalty: 739.162842
	Iteration 1F: 3 clusters Score -129570 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -129714.968750 Penalty: 739.162842
	Iteration 2F: 3 clusters Score -129715 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -129876.789062 Penalty: 739.162842
	Iteration 3F: 3 clusters Score -129876.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -130058.960938 Penalty: 739.162842
	Iteration 4F: 3 clusters Score -130059 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -130180.351562 Penalty: 739.162842
	Iteration 5Q: 3 clusters Score -130180.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -130251.851562 Penalty: 739.162842
	Iteration 6Q: 3 clusters Score -130251.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -130291.382812 Penalty: 739.162842
	Iteration 7Q: 3 clusters Score -130291.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -130319.781250 Penalty: 739.162842
	Iteration 8Q: 3 clusters Score -130319.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -130347.421875 Penalty: 739.162842
	Iteration 9Q: 3 clusters Score -130347.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -130371.187500 Penalty: 739.162842
	Iteration 10Q: 3 clusters Score -130371.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -130393.796875 Penalty: 739.162842
	Iteration 11Q: 3 clusters Score -130393.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -130415.234375 Penalty: 739.162842
	Iteration 12Q: 3 clusters Score -130415.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -130438.398438 Penalty: 739.162842
	Iteration 13Q: 3 clusters Score -130438.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -130462.476562 Penalty: 739.162842
	Iteration 14Q: 3 clusters Score -130462.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -130499.960938 Penalty: 739.162842
	Iteration 15Q: 3 clusters Score -130500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -130534.703125 Penalty: 739.162842
	Iteration 16Q: 3 clusters Score -130534.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -130574.835938 Penalty: 739.162842
	Iteration 17Q: 3 clusters Score -130574.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -130603.468750 Penalty: 739.162842
	Iteration 18Q: 3 clusters Score -130603.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -130624.187500 Penalty: 739.162842
	Iteration 19Q: 3 clusters Score -130624.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -130638.273438 Penalty: 739.162842
	Iteration 20F: 3 clusters Score -130638.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -130652.867188 Penalty: 739.162842
	Iteration 21Q: 3 clusters Score -130652.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -130662.085938 Penalty: 739.162842
	Iteration 22Q: 3 clusters Score -130662.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -130675.187500 Penalty: 739.162842
	Iteration 23Q: 3 clusters Score -130675.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -130692.226562 Penalty: 739.162842
	Iteration 24Q: 3 clusters Score -130692.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -130703.570312 Penalty: 739.162842
	Iteration 25Q: 3 clusters Score -130703.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -130717.125000 Penalty: 739.162842
	Iteration 26Q: 3 clusters Score -130717.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -130740.078125 Penalty: 739.162842
	Iteration 27Q: 3 clusters Score -130740.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -130766.367188 Penalty: 739.162842
	Iteration 28Q: 3 clusters Score -130766.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -130787.812500 Penalty: 739.162842
	Iteration 29Q: 3 clusters Score -130787.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -130801.679688 Penalty: 739.162842
	Iteration 30Q: 3 clusters Score -130801.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -130809.242188 Penalty: 739.162842
	Iteration 31Q: 3 clusters Score -130809.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -130817.960938 Penalty: 739.162842
	Iteration 32Q: 3 clusters Score -130818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -130823.937500 Penalty: 739.162842
	Iteration 33Q: 3 clusters Score -130823.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -130826.367188 Penalty: 739.162842
	Iteration 34Q: 3 clusters Score -130826.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -130826.734375 Penalty: 739.162842
	Iteration 35Q: 3 clusters Score -130826.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -130826.687500 Penalty: 739.162842
	Iteration 36Q: 3 clusters Score -130826.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -130826.687500 Penalty: 739.162842
	Iteration 37F: 3 clusters Score -130826.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Entering Unmasked Estep 
Score: -140537.531250 Penalty: 371.730591
	Iteration 0F: 2 clusters Score -140537.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -138138.296875 Penalty: 743.461182
	Iteration 0F: 3 clusters Score -138138.3 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -139074.890625 Penalty: 743.461182
	Iteration 1F: 3 clusters Score -139074.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -139320.734375 Penalty: 743.461182
	Iteration 2F: 3 clusters Score -139320.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -139519.468750 Penalty: 743.461182
	Iteration 3F: 3 clusters Score -139519.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -139662.453125 Penalty: 743.461182
	Iteration 4F: 3 clusters Score -139662.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -139758.765625 Penalty: 743.461182
	Iteration 5F: 3 clusters Score -139758.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -139823.093750 Penalty: 743.461182
	Iteration 6Q: 3 clusters Score -139823.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -139868.296875 Penalty: 743.461182
	Iteration 7Q: 3 clusters Score -139868.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -139905.218750 Penalty: 743.461182
	Iteration 8Q: 3 clusters Score -139905.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -139929.046875 Penalty: 743.461182
	Iteration 9Q: 3 clusters Score -139929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -139949.500000 Penalty: 743.461182
	Iteration 10Q: 3 clusters Score -139949.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -139969.703125 Penalty: 743.461182
	Iteration 11Q: 3 clusters Score -139969.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -139988.484375 Penalty: 743.461182
	Iteration 12Q: 3 clusters Score -139988.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -140015.546875 Penalty: 743.461182
	Iteration 13Q: 3 clusters Score -140015.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -140056.953125 Penalty: 743.461182
	Iteration 14Q: 3 clusters Score -140057 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -140084.218750 Penalty: 743.461182
	Iteration 15Q: 3 clusters Score -140084.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -140100.046875 Penalty: 743.461182
	Iteration 16Q: 3 clusters Score -140100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -140113.687500 Penalty: 743.461182
	Iteration 17Q: 3 clusters Score -140113.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -140134.046875 Penalty: 743.461182
	Iteration 18Q: 3 clusters Score -140134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -140146.359375 Penalty: 743.461182
	Iteration 19Q: 3 clusters Score -140146.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -140154.859375 Penalty: 743.461182
	Iteration 20F: 3 clusters Score -140154.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -140160.125000 Penalty: 743.461182
	Iteration 21Q: 3 clusters Score -140160.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -140166.140625 Penalty: 743.461182
	Iteration 22Q: 3 clusters Score -140166.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -140170.406250 Penalty: 743.461182
	Iteration 23Q: 3 clusters Score -140170.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -140176.890625 Penalty: 743.461182
	Iteration 24Q: 3 clusters Score -140176.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -140182.421875 Penalty: 743.461182
	Iteration 25Q: 3 clusters Score -140182.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -140185.031250 Penalty: 743.461182
	Iteration 26Q: 3 clusters Score -140185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -140186.953125 Penalty: 743.461182
	Iteration 27Q: 3 clusters Score -140187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -140188.187500 Penalty: 743.461182
	Iteration 28Q: 3 clusters Score -140188.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -140188.187500 Penalty: 743.461182
	Iteration 29F: 3 clusters Score -140188.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Entering Unmasked Estep 
Score: -683626.375000 Penalty: 442.523651
	Iteration 0F: 2 clusters Score -683626.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -672387.125000 Penalty: 885.047302
	Iteration 0F: 3 clusters Score -672387.1 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -677598.562500 Penalty: 885.047302
	Iteration 1F: 3 clusters Score -677598.6 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -678228.625000 Penalty: 885.047302
	Iteration 2F: 3 clusters Score -678228.6 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -678915.500000 Penalty: 885.047302
	Iteration 3F: 3 clusters Score -678915.5 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -679723.875000 Penalty: 885.047302
	Iteration 4F: 3 clusters Score -679723.9 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -680648.750000 Penalty: 885.047302
	Iteration 5F: 3 clusters Score -680648.8 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -681476.125000 Penalty: 885.047302
	Iteration 6F: 3 clusters Score -681476.1 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -682078.250000 Penalty: 885.047302
	Iteration 7Q: 3 clusters Score -682078.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -682488.187500 Penalty: 885.047302
	Iteration 8Q: 3 clusters Score -682488.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -682782.625000 Penalty: 885.047302
	Iteration 9Q: 3 clusters Score -682782.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -682964.750000 Penalty: 885.047302
	Iteration 10Q: 3 clusters Score -682964.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -683049.187500 Penalty: 885.047302
	Iteration 11Q: 3 clusters Score -683049.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -683095.500000 Penalty: 885.047302
	Iteration 12Q: 3 clusters Score -683095.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -683121.250000 Penalty: 885.047302
	Iteration 13Q: 3 clusters Score -683121.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -683133.937500 Penalty: 885.047302
	Iteration 14Q: 3 clusters Score -683133.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -683138.625000 Penalty: 885.047302
	Iteration 15Q: 3 clusters Score -683138.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -683140.312500 Penalty: 885.047302
	Iteration 16Q: 3 clusters Score -683140.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -683142.937500 Penalty: 885.047302
	Iteration 17Q: 3 clusters Score -683142.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -683143.062500 Penalty: 885.047302
	Iteration 18Q: 3 clusters Score -683143.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -683147.250000 Penalty: 885.047302
	Iteration 19Q: 3 clusters Score -683147.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -683147.187500 Penalty: 885.047302
	Iteration 20F: 3 clusters Score -683147.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -683148.500000 Penalty: 885.047302
	Iteration 21Q: 3 clusters Score -683148.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -683153.250000 Penalty: 885.047302
	Iteration 22Q: 3 clusters Score -683153.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -683154.187500 Penalty: 885.047302
	Iteration 23Q: 3 clusters Score -683154.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -683157.437500 Penalty: 885.047302
	Iteration 24Q: 3 clusters Score -683157.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -683159.062500 Penalty: 885.047302
	Iteration 25Q: 3 clusters Score -683159.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -683160.375000 Penalty: 885.047302
	Iteration 26Q: 3 clusters Score -683160.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -683161.875000 Penalty: 885.047302
	Iteration 27Q: 3 clusters Score -683161.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -683163.750000 Penalty: 885.047302
	Iteration 28Q: 3 clusters Score -683163.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -683167.437500 Penalty: 885.047302
	Iteration 29Q: 3 clusters Score -683167.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -683166.500000 Penalty: 885.047302
	Iteration 30Q: 3 clusters Score -683166.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -683168.000000 Penalty: 885.047302
	Iteration 31Q: 3 clusters Score -683168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -683169.250000 Penalty: 885.047302
	Iteration 32Q: 3 clusters Score -683169.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -683168.500000 Penalty: 885.047302
	Iteration 33Q: 3 clusters Score -683168.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -683169.312500 Penalty: 885.047302
	Iteration 34Q: 3 clusters Score -683169.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -683169.812500 Penalty: 885.047302
	Iteration 35Q: 3 clusters Score -683169.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -683170.812500 Penalty: 885.047302
	Iteration 36Q: 3 clusters Score -683170.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -683171.500000 Penalty: 885.047302
	Iteration 37Q: 3 clusters Score -683171.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -683171.812500 Penalty: 885.047302
	Iteration 38Q: 3 clusters Score -683171.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -683175.187500 Penalty: 885.047302
	Iteration 39Q: 3 clusters Score -683175.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -683176.187500 Penalty: 885.047302
	Iteration 40F: 3 clusters Score -683176.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -683178.000000 Penalty: 885.047302
	Iteration 41Q: 3 clusters Score -683178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -683179.312500 Penalty: 885.047302
	Iteration 42Q: 3 clusters Score -683179.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -683181.437500 Penalty: 885.047302
	Iteration 43Q: 3 clusters Score -683181.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -683184.875000 Penalty: 885.047302
	Iteration 44Q: 3 clusters Score -683184.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -683187.687500 Penalty: 885.047302
	Iteration 45Q: 3 clusters Score -683187.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -683190.062500 Penalty: 885.047302
	Iteration 46Q: 3 clusters Score -683190.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -683191.937500 Penalty: 885.047302
	Iteration 47Q: 3 clusters Score -683191.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -683195.500000 Penalty: 885.047302
	Iteration 48Q: 3 clusters Score -683195.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -683195.625000 Penalty: 885.047302
	Iteration 49Q: 3 clusters Score -683195.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -683197.562500 Penalty: 885.047302
	Iteration 50Q: 3 clusters Score -683197.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -683196.500000 Penalty: 885.047302
	Iteration 51Q: 3 clusters Score -683196.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -683198.062500 Penalty: 885.047302
	Iteration 52Q: 3 clusters Score -683198.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -683197.312500 Penalty: 885.047302
	Iteration 53Q: 3 clusters Score -683197.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -683199.562500 Penalty: 885.047302
	Iteration 54Q: 3 clusters Score -683199.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -683200.625000 Penalty: 885.047302
	Iteration 55Q: 3 clusters Score -683200.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -683202.750000 Penalty: 885.047302
	Iteration 56Q: 3 clusters Score -683202.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -683202.125000 Penalty: 885.047302
	Iteration 57Q: 3 clusters Score -683202.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -683202.000000 Penalty: 885.047302
	Iteration 58Q: 3 clusters Score -683202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -683206.875000 Penalty: 885.047302
	Iteration 59Q: 3 clusters Score -683206.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -683209.187500 Penalty: 885.047302
	Iteration 60F: 3 clusters Score -683209.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -683208.625000 Penalty: 885.047302
	Iteration 61Q: 3 clusters Score -683208.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -683210.562500 Penalty: 885.047302
	Iteration 62Q: 3 clusters Score -683210.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -683210.625000 Penalty: 885.047302
	Iteration 63Q: 3 clusters Score -683210.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -683213.125000 Penalty: 885.047302
	Iteration 64Q: 3 clusters Score -683213.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -683215.250000 Penalty: 885.047302
	Iteration 65Q: 3 clusters Score -683215.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -683217.750000 Penalty: 885.047302
	Iteration 66Q: 3 clusters Score -683217.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -683220.187500 Penalty: 885.047302
	Iteration 67Q: 3 clusters Score -683220.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -683219.875000 Penalty: 885.047302
	Iteration 68Q: 3 clusters Score -683219.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -683220.750000 Penalty: 885.047302
	Iteration 69Q: 3 clusters Score -683220.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -683222.000000 Penalty: 885.047302
	Iteration 70Q: 3 clusters Score -683222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -683223.750000 Penalty: 885.047302
	Iteration 71Q: 3 clusters Score -683223.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -683224.312500 Penalty: 885.047302
	Iteration 72Q: 3 clusters Score -683224.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -683223.562500 Penalty: 885.047302
	Iteration 73Q: 3 clusters Score -683223.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -683222.375000 Penalty: 885.047302
	Iteration 74Q: 3 clusters Score -683222.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -683224.625000 Penalty: 885.047302
	Iteration 75Q: 3 clusters Score -683224.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -683226.375000 Penalty: 885.047302
	Iteration 76Q: 3 clusters Score -683226.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -683227.187500 Penalty: 885.047302
	Iteration 77Q: 3 clusters Score -683227.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -683227.812500 Penalty: 885.047302
	Iteration 78Q: 3 clusters Score -683227.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -683232.312500 Penalty: 885.047302
	Iteration 79Q: 3 clusters Score -683232.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -683231.562500 Penalty: 885.047302
	Iteration 80F: 3 clusters Score -683231.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -683234.437500 Penalty: 885.047302
	Iteration 81Q: 3 clusters Score -683234.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -683236.937500 Penalty: 885.047302
	Iteration 82Q: 3 clusters Score -683236.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -683238.125000 Penalty: 885.047302
	Iteration 83Q: 3 clusters Score -683238.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -683240.812500 Penalty: 885.047302
	Iteration 84Q: 3 clusters Score -683240.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -683240.500000 Penalty: 885.047302
	Iteration 85Q: 3 clusters Score -683240.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -683241.937500 Penalty: 885.047302
	Iteration 86Q: 3 clusters Score -683241.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -683241.875000 Penalty: 885.047302
	Iteration 87Q: 3 clusters Score -683241.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -683241.125000 Penalty: 885.047302
	Iteration 88Q: 3 clusters Score -683241.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -683241.312500 Penalty: 885.047302
	Iteration 89Q: 3 clusters Score -683241.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -683240.187500 Penalty: 885.047302
	Iteration 90Q: 3 clusters Score -683240.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -683239.687500 Penalty: 885.047302
	Iteration 91Q: 3 clusters Score -683239.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -683238.625000 Penalty: 885.047302
	Iteration 92Q: 3 clusters Score -683238.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -683240.750000 Penalty: 885.047302
	Iteration 93Q: 3 clusters Score -683240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -683240.937500 Penalty: 885.047302
	Iteration 94Q: 3 clusters Score -683240.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -683239.500000 Penalty: 885.047302
	Iteration 95Q: 3 clusters Score -683239.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -683239.875000 Penalty: 885.047302
	Iteration 96Q: 3 clusters Score -683239.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -683240.062500 Penalty: 885.047302
	Iteration 97Q: 3 clusters Score -683240.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -683240.375000 Penalty: 885.047302
	Iteration 98Q: 3 clusters Score -683240.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -683240.375000 Penalty: 885.047302
	Iteration 99F: 3 clusters Score -683240.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -19365.353516 Penalty: 289.123840
	Iteration 0F: 2 clusters Score -19365.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -18836.070312 Penalty: 578.247681
	Iteration 0F: 3 clusters Score -18836.07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -19078.017578 Penalty: 578.247681
	Iteration 1F: 3 clusters Score -19078.02 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -19161.136719 Penalty: 578.247681
	Iteration 2F: 3 clusters Score -19161.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -19190.328125 Penalty: 578.247681
	Iteration 3F: 3 clusters Score -19190.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -19198.718750 Penalty: 578.247681
	Iteration 4Q: 3 clusters Score -19198.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -19202.408203 Penalty: 578.247681
	Iteration 5Q: 3 clusters Score -19202.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -19203.291016 Penalty: 578.247681
	Iteration 6Q: 3 clusters Score -19203.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -19204.265625 Penalty: 578.247681
	Iteration 7Q: 3 clusters Score -19204.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -19205.089844 Penalty: 578.247681
	Iteration 8Q: 3 clusters Score -19205.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -19206.136719 Penalty: 578.247681
	Iteration 9Q: 3 clusters Score -19206.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -19209.394531 Penalty: 578.247681
	Iteration 10Q: 3 clusters Score -19209.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -19211.041016 Penalty: 578.247681
	Iteration 11Q: 3 clusters Score -19211.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -19212.113281 Penalty: 578.247681
	Iteration 12Q: 3 clusters Score -19212.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -19212.779297 Penalty: 578.247681
	Iteration 13Q: 3 clusters Score -19212.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -19212.779297 Penalty: 578.247681
	Iteration 14F: 3 clusters Score -19212.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Entering Unmasked Estep 
Score: -256399.578125 Penalty: 399.385803
	Iteration 0F: 2 clusters Score -256399.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -252042.359375 Penalty: 798.771606
	Iteration 0F: 3 clusters Score -252042.4 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -253737.968750 Penalty: 798.771606
	Iteration 1F: 3 clusters Score -253738 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -254027.515625 Penalty: 798.771606
	Iteration 2F: 3 clusters Score -254027.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -254365.375000 Penalty: 798.771606
	Iteration 3F: 3 clusters Score -254365.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -254735.421875 Penalty: 798.771606
	Iteration 4F: 3 clusters Score -254735.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -255036.359375 Penalty: 798.771606
	Iteration 5F: 3 clusters Score -255036.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -255232.375000 Penalty: 798.771606
	Iteration 6F: 3 clusters Score -255232.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -255361.984375 Penalty: 798.771606
	Iteration 7Q: 3 clusters Score -255362 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -255444.140625 Penalty: 798.771606
	Iteration 8Q: 3 clusters Score -255444.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -255494.546875 Penalty: 798.771606
	Iteration 9Q: 3 clusters Score -255494.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -255528.859375 Penalty: 798.771606
	Iteration 10Q: 3 clusters Score -255528.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -255559.875000 Penalty: 798.771606
	Iteration 11Q: 3 clusters Score -255559.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -255579.218750 Penalty: 798.771606
	Iteration 12Q: 3 clusters Score -255579.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -255596.187500 Penalty: 798.771606
	Iteration 13Q: 3 clusters Score -255596.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -255613.937500 Penalty: 798.771606
	Iteration 14Q: 3 clusters Score -255613.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -255632.765625 Penalty: 798.771606
	Iteration 15Q: 3 clusters Score -255632.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -255647.984375 Penalty: 798.771606
	Iteration 16Q: 3 clusters Score -255648 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -255666.750000 Penalty: 798.771606
	Iteration 17Q: 3 clusters Score -255666.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -255691.687500 Penalty: 798.771606
	Iteration 18Q: 3 clusters Score -255691.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -255720.109375 Penalty: 798.771606
	Iteration 19Q: 3 clusters Score -255720.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -255758.953125 Penalty: 798.771606
	Iteration 20F: 3 clusters Score -255759 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -255806.109375 Penalty: 798.771606
	Iteration 21Q: 3 clusters Score -255806.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -255863.828125 Penalty: 798.771606
	Iteration 22Q: 3 clusters Score -255863.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -255919.890625 Penalty: 798.771606
	Iteration 23Q: 3 clusters Score -255919.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -255969.531250 Penalty: 798.771606
	Iteration 24Q: 3 clusters Score -255969.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -256013.984375 Penalty: 798.771606
	Iteration 25Q: 3 clusters Score -256014 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -256045.453125 Penalty: 798.771606
	Iteration 26Q: 3 clusters Score -256045.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -256071.562500 Penalty: 798.771606
	Iteration 27Q: 3 clusters Score -256071.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -256102.609375 Penalty: 798.771606
	Iteration 28Q: 3 clusters Score -256102.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -256129.875000 Penalty: 798.771606
	Iteration 29Q: 3 clusters Score -256129.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -256150.125000 Penalty: 798.771606
	Iteration 30Q: 3 clusters Score -256150.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -256169.109375 Penalty: 798.771606
	Iteration 31Q: 3 clusters Score -256169.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -256196.781250 Penalty: 798.771606
	Iteration 32Q: 3 clusters Score -256196.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -256229.656250 Penalty: 798.771606
	Iteration 33Q: 3 clusters Score -256229.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -256253.453125 Penalty: 798.771606
	Iteration 34Q: 3 clusters Score -256253.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -256261.687500 Penalty: 798.771606
	Iteration 35Q: 3 clusters Score -256261.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -256266.796875 Penalty: 798.771606
	Iteration 36Q: 3 clusters Score -256266.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -256269.656250 Penalty: 798.771606
	Iteration 37Q: 3 clusters Score -256269.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -256272.453125 Penalty: 798.771606
	Iteration 38Q: 3 clusters Score -256272.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -256273.812500 Penalty: 798.771606
	Iteration 39Q: 3 clusters Score -256273.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -256274.578125 Penalty: 798.771606
	Iteration 40F: 3 clusters Score -256274.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -256275.000000 Penalty: 798.771606
	Iteration 41Q: 3 clusters Score -256275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -256276.140625 Penalty: 798.771606
	Iteration 42Q: 3 clusters Score -256276.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -256276.406250 Penalty: 798.771606
	Iteration 43Q: 3 clusters Score -256276.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -256276.625000 Penalty: 798.771606
	Iteration 44Q: 3 clusters Score -256276.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -256276.625000 Penalty: 798.771606
	Iteration 45F: 3 clusters Score -256276.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Entering Unmasked Estep 
Score: -180777.687500 Penalty: 383.351013
	Iteration 0F: 2 clusters Score -180777.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -177684.265625 Penalty: 766.702026
	Iteration 0F: 3 clusters Score -177684.3 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -178893.171875 Penalty: 766.702026
	Iteration 1F: 3 clusters Score -178893.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -179020.906250 Penalty: 766.702026
	Iteration 2F: 3 clusters Score -179020.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -179200.281250 Penalty: 766.702026
	Iteration 3F: 3 clusters Score -179200.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -179397.015625 Penalty: 766.702026
	Iteration 4F: 3 clusters Score -179397 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -179574.953125 Penalty: 766.702026
	Iteration 5F: 3 clusters Score -179575 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -179700.171875 Penalty: 766.702026
	Iteration 6F: 3 clusters Score -179700.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -179773.265625 Penalty: 766.702026
	Iteration 7Q: 3 clusters Score -179773.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -179809.421875 Penalty: 766.702026
	Iteration 8Q: 3 clusters Score -179809.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -179836.750000 Penalty: 766.702026
	Iteration 9Q: 3 clusters Score -179836.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -179854.968750 Penalty: 766.702026
	Iteration 10Q: 3 clusters Score -179855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -179865.187500 Penalty: 766.702026
	Iteration 11Q: 3 clusters Score -179865.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -179876.640625 Penalty: 766.702026
	Iteration 12Q: 3 clusters Score -179876.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -179890.453125 Penalty: 766.702026
	Iteration 13Q: 3 clusters Score -179890.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -179902.750000 Penalty: 766.702026
	Iteration 14Q: 3 clusters Score -179902.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -179912.375000 Penalty: 766.702026
	Iteration 15Q: 3 clusters Score -179912.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -179925.921875 Penalty: 766.702026
	Iteration 16Q: 3 clusters Score -179925.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -179938.796875 Penalty: 766.702026
	Iteration 17Q: 3 clusters Score -179938.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -179952.390625 Penalty: 766.702026
	Iteration 18Q: 3 clusters Score -179952.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -179972.125000 Penalty: 766.702026
	Iteration 19Q: 3 clusters Score -179972.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -179989.359375 Penalty: 766.702026
	Iteration 20F: 3 clusters Score -179989.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -180012.875000 Penalty: 766.702026
	Iteration 21Q: 3 clusters Score -180012.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -180047.203125 Penalty: 766.702026
	Iteration 22Q: 3 clusters Score -180047.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -180092.828125 Penalty: 766.702026
	Iteration 23Q: 3 clusters Score -180092.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -180135.484375 Penalty: 766.702026
	Iteration 24Q: 3 clusters Score -180135.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -180182.390625 Penalty: 766.702026
	Iteration 25Q: 3 clusters Score -180182.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -180220.421875 Penalty: 766.702026
	Iteration 26Q: 3 clusters Score -180220.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -180262.343750 Penalty: 766.702026
	Iteration 27Q: 3 clusters Score -180262.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -180293.328125 Penalty: 766.702026
	Iteration 28Q: 3 clusters Score -180293.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -180318.875000 Penalty: 766.702026
	Iteration 29Q: 3 clusters Score -180318.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -180339.562500 Penalty: 766.702026
	Iteration 30Q: 3 clusters Score -180339.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -180357.546875 Penalty: 766.702026
	Iteration 31Q: 3 clusters Score -180357.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -180375.953125 Penalty: 766.702026
	Iteration 32Q: 3 clusters Score -180376 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -180393.593750 Penalty: 766.702026
	Iteration 33Q: 3 clusters Score -180393.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -180414.781250 Penalty: 766.702026
	Iteration 34Q: 3 clusters Score -180414.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -180430.812500 Penalty: 766.702026
	Iteration 35Q: 3 clusters Score -180430.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -180450.875000 Penalty: 766.702026
	Iteration 36Q: 3 clusters Score -180450.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -180466.328125 Penalty: 766.702026
	Iteration 37Q: 3 clusters Score -180466.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -180480.515625 Penalty: 766.702026
	Iteration 38Q: 3 clusters Score -180480.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -180491.265625 Penalty: 766.702026
	Iteration 39Q: 3 clusters Score -180491.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -180500.875000 Penalty: 766.702026
	Iteration 40F: 3 clusters Score -180500.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -180509.500000 Penalty: 766.702026
	Iteration 41Q: 3 clusters Score -180509.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -180517.734375 Penalty: 766.702026
	Iteration 42Q: 3 clusters Score -180517.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -180524.281250 Penalty: 766.702026
	Iteration 43Q: 3 clusters Score -180524.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -180529.765625 Penalty: 766.702026
	Iteration 44Q: 3 clusters Score -180529.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -180540.781250 Penalty: 766.702026
	Iteration 45Q: 3 clusters Score -180540.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -180553.578125 Penalty: 766.702026
	Iteration 46Q: 3 clusters Score -180553.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -180559.937500 Penalty: 766.702026
	Iteration 47Q: 3 clusters Score -180559.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -180567.203125 Penalty: 766.702026
	Iteration 48Q: 3 clusters Score -180567.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -180571.921875 Penalty: 766.702026
	Iteration 49Q: 3 clusters Score -180571.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -180574.812500 Penalty: 766.702026
	Iteration 50Q: 3 clusters Score -180574.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -180576.421875 Penalty: 766.702026
	Iteration 51Q: 3 clusters Score -180576.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -180577.781250 Penalty: 766.702026
	Iteration 52Q: 3 clusters Score -180577.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -180578.203125 Penalty: 766.702026
	Iteration 53Q: 3 clusters Score -180578.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -180578.265625 Penalty: 766.702026
	Iteration 54Q: 3 clusters Score -180578.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -180578.265625 Penalty: 766.702026
	Iteration 55F: 3 clusters Score -180578.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -86588.835938 Penalty: 347.909088
	Iteration 0F: 2 clusters Score -86588.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -85098.429688 Penalty: 695.818176
	Iteration 0F: 3 clusters Score -85098.43 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -85595.226562 Penalty: 695.818176
	Iteration 1F: 3 clusters Score -85595.23 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -85715.039062 Penalty: 695.818176
	Iteration 2F: 3 clusters Score -85715.04 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -85841.390625 Penalty: 695.818176
	Iteration 3F: 3 clusters Score -85841.39 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -85946.164062 Penalty: 695.818176
	Iteration 4F: 3 clusters Score -85946.16 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -86040.812500 Penalty: 695.818176
	Iteration 5F: 3 clusters Score -86040.81 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -86123.656250 Penalty: 695.818176
	Iteration 6Q: 3 clusters Score -86123.66 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -86176.460938 Penalty: 695.818176
	Iteration 7Q: 3 clusters Score -86176.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -86217.867188 Penalty: 695.818176
	Iteration 8Q: 3 clusters Score -86217.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -86254.406250 Penalty: 695.818176
	Iteration 9Q: 3 clusters Score -86254.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -86279.929688 Penalty: 695.818176
	Iteration 10Q: 3 clusters Score -86279.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -86291.281250 Penalty: 695.818176
	Iteration 11Q: 3 clusters Score -86291.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -86296.281250 Penalty: 695.818176
	Iteration 12Q: 3 clusters Score -86296.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -86297.343750 Penalty: 695.818176
	Iteration 13Q: 3 clusters Score -86297.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -86297.343750 Penalty: 695.818176
	Iteration 14F: 3 clusters Score -86297.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Entering Unmasked Estep 
Score: -106290.929688 Penalty: 357.691071
	Iteration 0F: 2 clusters Score -106290.9 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 1331 members 
Entering Unmasked Estep 
Score: -104467.960938 Penalty: 715.382141
	Iteration 0F: 3 clusters Score -104468 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -105102.601562 Penalty: 715.382141
	Iteration 1F: 3 clusters Score -105102.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -105225.804688 Penalty: 715.382141
	Iteration 2F: 3 clusters Score -105225.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -105382.750000 Penalty: 715.382141
	Iteration 3F: 3 clusters Score -105382.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -105523.273438 Penalty: 715.382141
	Iteration 4F: 3 clusters Score -105523.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -105637.359375 Penalty: 715.382141
	Iteration 5F: 3 clusters Score -105637.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -105734.296875 Penalty: 715.382141
	Iteration 6F: 3 clusters Score -105734.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -105809.445312 Penalty: 715.382141
	Iteration 7Q: 3 clusters Score -105809.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -105860.304688 Penalty: 715.382141
	Iteration 8Q: 3 clusters Score -105860.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -105910.437500 Penalty: 715.382141
	Iteration 9Q: 3 clusters Score -105910.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -105937.531250 Penalty: 715.382141
	Iteration 10Q: 3 clusters Score -105937.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -105950.164062 Penalty: 715.382141
	Iteration 11Q: 3 clusters Score -105950.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -105960.398438 Penalty: 715.382141
	Iteration 12Q: 3 clusters Score -105960.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -105964.968750 Penalty: 715.382141
	Iteration 13Q: 3 clusters Score -105965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -105972.625000 Penalty: 715.382141
	Iteration 14Q: 3 clusters Score -105972.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -105977.234375 Penalty: 715.382141
	Iteration 15Q: 3 clusters Score -105977.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -105979.531250 Penalty: 715.382141
	Iteration 16Q: 3 clusters Score -105979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -105982.132812 Penalty: 715.382141
	Iteration 17Q: 3 clusters Score -105982.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -105984.531250 Penalty: 715.382141
	Iteration 18Q: 3 clusters Score -105984.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -105985.921875 Penalty: 715.382141
	Iteration 19Q: 3 clusters Score -105985.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -105985.921875 Penalty: 715.382141
	Iteration 20F: 3 clusters Score -105985.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Entering Unmasked Estep 
Score: -1111565.250000 Penalty: 464.742889
	Iteration 0F: 2 clusters Score -1111565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1093282.875000 Penalty: 929.485779
	Iteration 0F: 3 clusters Score -1093283 nChanged 13098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1101606.125000 Penalty: 929.485779
	Iteration 1F: 3 clusters Score -1101606 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1102560.625000 Penalty: 929.485779
	Iteration 2F: 3 clusters Score -1102561 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1103646.125000 Penalty: 929.485779
	Iteration 3F: 3 clusters Score -1103646 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1104794.125000 Penalty: 929.485779
	Iteration 4F: 3 clusters Score -1104794 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -1105833.875000 Penalty: 929.485779
	Iteration 5F: 3 clusters Score -1105834 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -1106733.125000 Penalty: 929.485779
	Iteration 6F: 3 clusters Score -1106733 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -1107514.750000 Penalty: 929.485779
	Iteration 7Q: 3 clusters Score -1107515 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -1108259.750000 Penalty: 929.485779
	Iteration 8Q: 3 clusters Score -1108260 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -1108986.125000 Penalty: 929.485779
	Iteration 9Q: 3 clusters Score -1108986 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -1109560.375000 Penalty: 929.485779
	Iteration 10Q: 3 clusters Score -1109560 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -1109975.750000 Penalty: 929.485779
	Iteration 11Q: 3 clusters Score -1109976 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -1110264.250000 Penalty: 929.485779
	Iteration 12Q: 3 clusters Score -1110264 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -1110483.625000 Penalty: 929.485779
	Iteration 13Q: 3 clusters Score -1110484 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -1110671.000000 Penalty: 929.485779
	Iteration 14Q: 3 clusters Score -1110671 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -1110830.500000 Penalty: 929.485779
	Iteration 15Q: 3 clusters Score -1110830 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -1110983.250000 Penalty: 929.485779
	Iteration 16Q: 3 clusters Score -1110983 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -1111115.875000 Penalty: 929.485779
	Iteration 17Q: 3 clusters Score -1111116 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -1111223.625000 Penalty: 929.485779
	Iteration 18Q: 3 clusters Score -1111224 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -1111312.750000 Penalty: 929.485779
	Iteration 19Q: 3 clusters Score -1111313 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -1111366.750000 Penalty: 929.485779
	Iteration 20F: 3 clusters Score -1111367 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -1111406.375000 Penalty: 929.485779
	Iteration 21Q: 3 clusters Score -1111406 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -1111434.125000 Penalty: 929.485779
	Iteration 22Q: 3 clusters Score -1111434 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -1111457.250000 Penalty: 929.485779
	Iteration 23Q: 3 clusters Score -1111457 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -1111468.625000 Penalty: 929.485779
	Iteration 24Q: 3 clusters Score -1111469 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -1111477.000000 Penalty: 929.485779
	Iteration 25Q: 3 clusters Score -1111477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -1111484.250000 Penalty: 929.485779
	Iteration 26Q: 3 clusters Score -1111484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -1111489.250000 Penalty: 929.485779
	Iteration 27Q: 3 clusters Score -1111489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -1111494.750000 Penalty: 929.485779
	Iteration 28Q: 3 clusters Score -1111495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -1111495.625000 Penalty: 929.485779
	Iteration 29Q: 3 clusters Score -1111496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -1111496.750000 Penalty: 929.485779
	Iteration 30Q: 3 clusters Score -1111497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -1111500.000000 Penalty: 929.485779
	Iteration 31Q: 3 clusters Score -1111500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -1111503.875000 Penalty: 929.485779
	Iteration 32Q: 3 clusters Score -1111504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -1111505.125000 Penalty: 929.485779
	Iteration 33Q: 3 clusters Score -1111505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -1111509.125000 Penalty: 929.485779
	Iteration 34Q: 3 clusters Score -1111509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -1111509.125000 Penalty: 929.485779
	Iteration 35Q: 3 clusters Score -1111509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -1111509.875000 Penalty: 929.485779
	Iteration 36Q: 3 clusters Score -1111510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -1111510.750000 Penalty: 929.485779
	Iteration 37Q: 3 clusters Score -1111511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -1111512.000000 Penalty: 929.485779
	Iteration 38Q: 3 clusters Score -1111512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -1111510.750000 Penalty: 929.485779
	Iteration 39Q: 3 clusters Score -1111511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -1111512.500000 Penalty: 929.485779
	Iteration 40F: 3 clusters Score -1111512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -1111514.500000 Penalty: 929.485779
	Iteration 41Q: 3 clusters Score -1111514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -1111514.000000 Penalty: 929.485779
	Iteration 42Q: 3 clusters Score -1111514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -1111511.125000 Penalty: 929.485779
	Iteration 43Q: 3 clusters Score -1111511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -1111511.125000 Penalty: 929.485779
	Iteration 44F: 3 clusters Score -1111511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Entering Unmasked Estep 
Score: -79638.039062 Penalty: 347.075409
	Iteration 0F: 2 clusters Score -79638.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -78129.984375 Penalty: 694.150818
	Iteration 0F: 3 clusters Score -78129.98 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -78586.484375 Penalty: 694.150818
	Iteration 1F: 3 clusters Score -78586.48 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -78650.015625 Penalty: 694.150818
	Iteration 2F: 3 clusters Score -78650.02 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -78691.492188 Penalty: 694.150818
	Iteration 3Q: 3 clusters Score -78691.49 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -78724.250000 Penalty: 694.150818
	Iteration 4Q: 3 clusters Score -78724.25 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -78754.992188 Penalty: 694.150818
	Iteration 5Q: 3 clusters Score -78754.99 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -78789.101562 Penalty: 694.150818
	Iteration 6Q: 3 clusters Score -78789.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -78827.812500 Penalty: 694.150818
	Iteration 7Q: 3 clusters Score -78827.81 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -78880.101562 Penalty: 694.150818
	Iteration 8Q: 3 clusters Score -78880.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -78924.140625 Penalty: 694.150818
	Iteration 9Q: 3 clusters Score -78924.14 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -78961.765625 Penalty: 694.150818
	Iteration 10Q: 3 clusters Score -78961.77 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -78993.750000 Penalty: 694.150818
	Iteration 11Q: 3 clusters Score -78993.75 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -79020.625000 Penalty: 694.150818
	Iteration 12Q: 3 clusters Score -79020.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -79045.539062 Penalty: 694.150818
	Iteration 13Q: 3 clusters Score -79045.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -79073.437500 Penalty: 694.150818
	Iteration 14Q: 3 clusters Score -79073.44 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -79095.218750 Penalty: 694.150818
	Iteration 15Q: 3 clusters Score -79095.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -79114.953125 Penalty: 694.150818
	Iteration 16Q: 3 clusters Score -79114.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -79122.500000 Penalty: 694.150818
	Iteration 17Q: 3 clusters Score -79122.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -79128.632812 Penalty: 694.150818
	Iteration 18Q: 3 clusters Score -79128.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -79133.656250 Penalty: 694.150818
	Iteration 19Q: 3 clusters Score -79133.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -79137.695312 Penalty: 694.150818
	Iteration 20F: 3 clusters Score -79137.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -79140.726562 Penalty: 694.150818
	Iteration 21Q: 3 clusters Score -79140.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -79143.023438 Penalty: 694.150818
	Iteration 22Q: 3 clusters Score -79143.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -79144.882812 Penalty: 694.150818
	Iteration 23Q: 3 clusters Score -79144.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -79145.578125 Penalty: 694.150818
	Iteration 24Q: 3 clusters Score -79145.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -79146.078125 Penalty: 694.150818
	Iteration 25Q: 3 clusters Score -79146.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -79146.195312 Penalty: 694.150818
	Iteration 26Q: 3 clusters Score -79146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -79146.281250 Penalty: 694.150818
	Iteration 27Q: 3 clusters Score -79146.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -79146.578125 Penalty: 694.150818
	Iteration 28Q: 3 clusters Score -79146.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -79147.062500 Penalty: 694.150818
	Iteration 29Q: 3 clusters Score -79147.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -79149.007812 Penalty: 694.150818
	Iteration 30Q: 3 clusters Score -79149.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -79152.093750 Penalty: 694.150818
	Iteration 31Q: 3 clusters Score -79152.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -79155.554688 Penalty: 694.150818
	Iteration 32Q: 3 clusters Score -79155.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -79158.226562 Penalty: 694.150818
	Iteration 33Q: 3 clusters Score -79158.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -79164.859375 Penalty: 694.150818
	Iteration 34Q: 3 clusters Score -79164.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -79173.945312 Penalty: 694.150818
	Iteration 35Q: 3 clusters Score -79173.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79186.460938 Penalty: 694.150818
	Iteration 36Q: 3 clusters Score -79186.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -79198.093750 Penalty: 694.150818
	Iteration 37Q: 3 clusters Score -79198.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79213.390625 Penalty: 694.150818
	Iteration 38Q: 3 clusters Score -79213.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79221.695312 Penalty: 694.150818
	Iteration 39Q: 3 clusters Score -79221.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -79227.757812 Penalty: 694.150818
	Iteration 40F: 3 clusters Score -79227.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79231.234375 Penalty: 694.150818
	Iteration 41Q: 3 clusters Score -79231.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79235.812500 Penalty: 694.150818
	Iteration 42Q: 3 clusters Score -79235.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -79240.804688 Penalty: 694.150818
	Iteration 43Q: 3 clusters Score -79240.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -79246.218750 Penalty: 694.150818
	Iteration 44Q: 3 clusters Score -79246.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -79249.796875 Penalty: 694.150818
	Iteration 45Q: 3 clusters Score -79249.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -79252.757812 Penalty: 694.150818
	Iteration 46Q: 3 clusters Score -79252.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -79256.593750 Penalty: 694.150818
	Iteration 47Q: 3 clusters Score -79256.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -79260.046875 Penalty: 694.150818
	Iteration 48Q: 3 clusters Score -79260.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -79264.109375 Penalty: 694.150818
	Iteration 49Q: 3 clusters Score -79264.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -79270.703125 Penalty: 694.150818
	Iteration 50Q: 3 clusters Score -79270.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -79280.289062 Penalty: 694.150818
	Iteration 51Q: 3 clusters Score -79280.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -79291.359375 Penalty: 694.150818
	Iteration 52Q: 3 clusters Score -79291.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -79295.421875 Penalty: 694.150818
	Iteration 53Q: 3 clusters Score -79295.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -79298.148438 Penalty: 694.150818
	Iteration 54Q: 3 clusters Score -79298.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -79302.125000 Penalty: 694.150818
	Iteration 55Q: 3 clusters Score -79302.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -79307.523438 Penalty: 694.150818
	Iteration 56Q: 3 clusters Score -79307.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -79312.226562 Penalty: 694.150818
	Iteration 57Q: 3 clusters Score -79312.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -79319.843750 Penalty: 694.150818
	Iteration 58Q: 3 clusters Score -79319.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -79322.140625 Penalty: 694.150818
	Iteration 59Q: 3 clusters Score -79322.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -79323.367188 Penalty: 694.150818
	Iteration 60F: 3 clusters Score -79323.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -79324.281250 Penalty: 694.150818
	Iteration 61Q: 3 clusters Score -79324.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -79324.421875 Penalty: 694.150818
	Iteration 62Q: 3 clusters Score -79324.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -79324.773438 Penalty: 694.150818
	Iteration 63Q: 3 clusters Score -79324.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -79324.773438 Penalty: 694.150818
	Iteration 64F: 3 clusters Score -79324.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (274965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274965 members 
Entering Unmasked Estep 
Score: -11462280.000000 Penalty: 569.860168
	Iteration 0F: 2 clusters Score -1.146228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137403 members 
Mstep: Class 2 contains 137562 members 
Entering Unmasked Estep 
Score: -11275083.000000 Penalty: 1139.720337
	Iteration 0F: 3 clusters Score -1.127508e+07 nChanged 135614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123369 members 
Mstep: Class 2 contains 151596 members 
Entering Unmasked Estep 
Score: -11359293.000000 Penalty: 1139.720337
	Iteration 1F: 3 clusters Score -1.135929e+07 nChanged 12858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113953 members 
Mstep: Class 2 contains 161012 members 
Entering Unmasked Estep 
Score: -11363859.000000 Penalty: 1139.720337
	Iteration 2Q: 3 clusters Score -1.136386e+07 nChanged 15424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100773 members 
Mstep: Class 2 contains 174192 members 
Entering Unmasked Estep 
Score: -11371256.000000 Penalty: 1139.720337
	Iteration 3F: 3 clusters Score -1.137126e+07 nChanged 18253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83764 members 
Mstep: Class 2 contains 191201 members 
Entering Unmasked Estep 
Score: -11382842.000000 Penalty: 1139.720337
	Iteration 4F: 3 clusters Score -1.138284e+07 nChanged 20757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63525 members 
Mstep: Class 2 contains 211440 members 
Entering Unmasked Estep 
Score: -11399884.000000 Penalty: 1139.720337
	Iteration 5F: 3 clusters Score -1.139988e+07 nChanged 21655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 232945 members 
Entering Unmasked Estep 
Score: -11420670.000000 Penalty: 1139.720337
	Iteration 6F: 3 clusters Score -1.142067e+07 nChanged 18258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 251163 members 
Entering Unmasked Estep 
Score: -11439478.000000 Penalty: 1139.720337
	Iteration 7F: 3 clusters Score -1.143948e+07 nChanged 11989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 263146 members 
Entering Unmasked Estep 
Score: -11451433.000000 Penalty: 1139.720337
	Iteration 8Q: 3 clusters Score -1.145143e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 269498 members 
Entering Unmasked Estep 
Score: -11457396.000000 Penalty: 1139.720337
	Iteration 9Q: 3 clusters Score -1.14574e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 272494 members 
Entering Unmasked Estep 
Score: -11460117.000000 Penalty: 1139.720337
	Iteration 10Q: 3 clusters Score -1.146012e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 273821 members 
Entering Unmasked Estep 
Score: -11461188.000000 Penalty: 1139.720337
	Iteration 11Q: 3 clusters Score -1.146119e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 274301 members 
Entering Unmasked Estep 
Score: -11461556.000000 Penalty: 1139.720337
	Iteration 12Q: 3 clusters Score -1.146156e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 274482 members 
Entering Unmasked Estep 
Score: -11461702.000000 Penalty: 1139.720337
	Iteration 13Q: 3 clusters Score -1.14617e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 274582 members 
Entering Unmasked Estep 
Score: -11461755.000000 Penalty: 1139.720337
	Iteration 14Q: 3 clusters Score -1.146176e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 274628 members 
Entering Unmasked Estep 
Score: -11461803.000000 Penalty: 1139.720337
	Iteration 15Q: 3 clusters Score -1.14618e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 274654 members 
Entering Unmasked Estep 
Score: -11461823.000000 Penalty: 1139.720337
	Iteration 16Q: 3 clusters Score -1.146182e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 274668 members 
Entering Unmasked Estep 
Score: -11461842.000000 Penalty: 1139.720337
	Iteration 17Q: 3 clusters Score -1.146184e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 274676 members 
Entering Unmasked Estep 
Score: -11461842.000000 Penalty: 1139.720337
	Iteration 18Q: 3 clusters Score -1.146184e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 274681 members 
Entering Unmasked Estep 
Score: -11461844.000000 Penalty: 1139.720337
	Iteration 19Q: 3 clusters Score -1.146184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 274686 members 
Entering Unmasked Estep 
Score: -11461849.000000 Penalty: 1139.720337
	Iteration 20F: 3 clusters Score -1.146185e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 274691 members 
Entering Unmasked Estep 
Score: -11461848.000000 Penalty: 1139.720337
	Iteration 21Q: 3 clusters Score -1.146185e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 274699 members 
Entering Unmasked Estep 
Score: -11461861.000000 Penalty: 1139.720337
	Iteration 22Q: 3 clusters Score -1.146186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 274707 members 
Entering Unmasked Estep 
Score: -11461864.000000 Penalty: 1139.720337
	Iteration 23Q: 3 clusters Score -1.146186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 274709 members 
Entering Unmasked Estep 
Score: -11461863.000000 Penalty: 1139.720337
	Iteration 24Q: 3 clusters Score -1.146186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 274708 members 
Entering Unmasked Estep 
Score: -11461864.000000 Penalty: 1139.720337
	Iteration 25Q: 3 clusters Score -1.146186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 274708 members 
Entering Unmasked Estep 
Score: -11461867.000000 Penalty: 1139.720337
	Iteration 26Q: 3 clusters Score -1.146187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 274708 members 
Entering Unmasked Estep 
Score: -11461864.000000 Penalty: 1139.720337
	Iteration 27Q: 3 clusters Score -1.146186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 274707 members 
Entering Unmasked Estep 
Score: -11461859.000000 Penalty: 1139.720337
	Iteration 28Q: 3 clusters Score -1.146186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 274705 members 
Entering Unmasked Estep 
Score: -11461864.000000 Penalty: 1139.720337
	Iteration 29Q: 3 clusters Score -1.146186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 274705 members 
Entering Unmasked Estep 
Score: -11461872.000000 Penalty: 1139.720337
	Iteration 30Q: 3 clusters Score -1.146187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 274705 members 
Entering Unmasked Estep 
Score: -11461862.000000 Penalty: 1139.720337
	Iteration 31Q: 3 clusters Score -1.146186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 274704 members 
Entering Unmasked Estep 
Score: -11461866.000000 Penalty: 1139.720337
	Iteration 32Q: 3 clusters Score -1.146187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 274704 members 
Entering Unmasked Estep 
Score: -11461866.000000 Penalty: 1139.720337
	Iteration 33F: 3 clusters Score -1.146187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Entering Unmasked Estep 
Score: -195612.234375 Penalty: 384.842651
	Iteration 0F: 2 clusters Score -195612.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -192377.281250 Penalty: 769.685303
	Iteration 0F: 3 clusters Score -192377.3 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -193612.312500 Penalty: 769.685303
	Iteration 1F: 3 clusters Score -193612.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -193800.078125 Penalty: 769.685303
	Iteration 2F: 3 clusters Score -193800.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -194009.031250 Penalty: 769.685303
	Iteration 3F: 3 clusters Score -194009 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -194267.515625 Penalty: 769.685303
	Iteration 4F: 3 clusters Score -194267.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -194612.781250 Penalty: 769.685303
	Iteration 5F: 3 clusters Score -194612.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -194944.390625 Penalty: 769.685303
	Iteration 6F: 3 clusters Score -194944.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -195174.734375 Penalty: 769.685303
	Iteration 7Q: 3 clusters Score -195174.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -195286.203125 Penalty: 769.685303
	Iteration 8Q: 3 clusters Score -195286.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -195323.750000 Penalty: 769.685303
	Iteration 9Q: 3 clusters Score -195323.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -195342.906250 Penalty: 769.685303
	Iteration 10Q: 3 clusters Score -195342.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -195349.906250 Penalty: 769.685303
	Iteration 11Q: 3 clusters Score -195349.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -195351.781250 Penalty: 769.685303
	Iteration 12Q: 3 clusters Score -195351.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -195352.500000 Penalty: 769.685303
	Iteration 13Q: 3 clusters Score -195352.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -195353.531250 Penalty: 769.685303
	Iteration 14Q: 3 clusters Score -195353.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -195353.546875 Penalty: 769.685303
	Iteration 15Q: 3 clusters Score -195353.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -195354.187500 Penalty: 769.685303
	Iteration 16Q: 3 clusters Score -195354.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -195354.640625 Penalty: 769.685303
	Iteration 17Q: 3 clusters Score -195354.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -195354.640625 Penalty: 769.685303
	Iteration 18F: 3 clusters Score -195354.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Entering Unmasked Estep 
Score: -287276.062500 Penalty: 405.092651
	Iteration 0F: 2 clusters Score -287276.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -282353.281250 Penalty: 810.185303
	Iteration 0F: 3 clusters Score -282353.3 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -284291.500000 Penalty: 810.185303
	Iteration 1F: 3 clusters Score -284291.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -284582.562500 Penalty: 810.185303
	Iteration 2F: 3 clusters Score -284582.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -284892.187500 Penalty: 810.185303
	Iteration 3F: 3 clusters Score -284892.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -285183.062500 Penalty: 810.185303
	Iteration 4F: 3 clusters Score -285183.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -285460.656250 Penalty: 810.185303
	Iteration 5F: 3 clusters Score -285460.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -285730.562500 Penalty: 810.185303
	Iteration 6F: 3 clusters Score -285730.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -285970.687500 Penalty: 810.185303
	Iteration 7F: 3 clusters Score -285970.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -286119.312500 Penalty: 810.185303
	Iteration 8Q: 3 clusters Score -286119.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -286211.937500 Penalty: 810.185303
	Iteration 9Q: 3 clusters Score -286211.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -286271.031250 Penalty: 810.185303
	Iteration 10Q: 3 clusters Score -286271 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -286315.843750 Penalty: 810.185303
	Iteration 11Q: 3 clusters Score -286315.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -286360.218750 Penalty: 810.185303
	Iteration 12Q: 3 clusters Score -286360.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -286426.250000 Penalty: 810.185303
	Iteration 13Q: 3 clusters Score -286426.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -286500.093750 Penalty: 810.185303
	Iteration 14Q: 3 clusters Score -286500.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -286579.593750 Penalty: 810.185303
	Iteration 15Q: 3 clusters Score -286579.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -286633.468750 Penalty: 810.185303
	Iteration 16Q: 3 clusters Score -286633.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -286676.156250 Penalty: 810.185303
	Iteration 17Q: 3 clusters Score -286676.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -286719.937500 Penalty: 810.185303
	Iteration 18Q: 3 clusters Score -286719.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -286768.437500 Penalty: 810.185303
	Iteration 19Q: 3 clusters Score -286768.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -286820.656250 Penalty: 810.185303
	Iteration 20F: 3 clusters Score -286820.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -286866.500000 Penalty: 810.185303
	Iteration 21Q: 3 clusters Score -286866.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -286903.875000 Penalty: 810.185303
	Iteration 22Q: 3 clusters Score -286903.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -286926.281250 Penalty: 810.185303
	Iteration 23Q: 3 clusters Score -286926.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -286943.406250 Penalty: 810.185303
	Iteration 24Q: 3 clusters Score -286943.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -286957.093750 Penalty: 810.185303
	Iteration 25Q: 3 clusters Score -286957.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -286971.000000 Penalty: 810.185303
	Iteration 26Q: 3 clusters Score -286971 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -286983.031250 Penalty: 810.185303
	Iteration 27Q: 3 clusters Score -286983 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -286994.562500 Penalty: 810.185303
	Iteration 28Q: 3 clusters Score -286994.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -287011.031250 Penalty: 810.185303
	Iteration 29Q: 3 clusters Score -287011 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -287024.125000 Penalty: 810.185303
	Iteration 30Q: 3 clusters Score -287024.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -287036.031250 Penalty: 810.185303
	Iteration 31Q: 3 clusters Score -287036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -287046.156250 Penalty: 810.185303
	Iteration 32Q: 3 clusters Score -287046.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -287056.968750 Penalty: 810.185303
	Iteration 33Q: 3 clusters Score -287057 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -287065.312500 Penalty: 810.185303
	Iteration 34Q: 3 clusters Score -287065.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -287074.906250 Penalty: 810.185303
	Iteration 35Q: 3 clusters Score -287074.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -287079.750000 Penalty: 810.185303
	Iteration 36Q: 3 clusters Score -287079.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -287082.843750 Penalty: 810.185303
	Iteration 37Q: 3 clusters Score -287082.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -287084.437500 Penalty: 810.185303
	Iteration 38Q: 3 clusters Score -287084.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -287086.750000 Penalty: 810.185303
	Iteration 39Q: 3 clusters Score -287086.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -287089.812500 Penalty: 810.185303
	Iteration 40F: 3 clusters Score -287089.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -287093.781250 Penalty: 810.185303
	Iteration 41Q: 3 clusters Score -287093.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -287095.781250 Penalty: 810.185303
	Iteration 42Q: 3 clusters Score -287095.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -287099.000000 Penalty: 810.185303
	Iteration 43Q: 3 clusters Score -287099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -287100.218750 Penalty: 810.185303
	Iteration 44Q: 3 clusters Score -287100.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -287100.468750 Penalty: 810.185303
	Iteration 45Q: 3 clusters Score -287100.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -287101.062500 Penalty: 810.185303
	Iteration 46Q: 3 clusters Score -287101.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -287102.031250 Penalty: 810.185303
	Iteration 47Q: 3 clusters Score -287102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -287103.718750 Penalty: 810.185303
	Iteration 48Q: 3 clusters Score -287103.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -287104.218750 Penalty: 810.185303
	Iteration 49Q: 3 clusters Score -287104.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -287105.687500 Penalty: 810.185303
	Iteration 50Q: 3 clusters Score -287105.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -287105.968750 Penalty: 810.185303
	Iteration 51Q: 3 clusters Score -287106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -287105.968750 Penalty: 810.185303
	Iteration 52F: 3 clusters Score -287106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -63603.468750 Penalty: 343.146576
	Iteration 0F: 2 clusters Score -63603.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -62223.925781 Penalty: 686.293152
	Iteration 0F: 3 clusters Score -62223.93 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -62755.933594 Penalty: 686.293152
	Iteration 1F: 3 clusters Score -62755.93 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -62932.746094 Penalty: 686.293152
	Iteration 2F: 3 clusters Score -62932.75 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -63038.378906 Penalty: 686.293152
	Iteration 3F: 3 clusters Score -63038.38 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -63129.074219 Penalty: 686.293152
	Iteration 4F: 3 clusters Score -63129.07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -63189.343750 Penalty: 686.293152
	Iteration 5Q: 3 clusters Score -63189.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -63229.023438 Penalty: 686.293152
	Iteration 6Q: 3 clusters Score -63229.02 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -63260.378906 Penalty: 686.293152
	Iteration 7Q: 3 clusters Score -63260.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -63280.902344 Penalty: 686.293152
	Iteration 8Q: 3 clusters Score -63280.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -63303.980469 Penalty: 686.293152
	Iteration 9Q: 3 clusters Score -63303.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -63318.050781 Penalty: 686.293152
	Iteration 10Q: 3 clusters Score -63318.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -63330.152344 Penalty: 686.293152
	Iteration 11Q: 3 clusters Score -63330.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -63354.992188 Penalty: 686.293152
	Iteration 12Q: 3 clusters Score -63354.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -63385.460938 Penalty: 686.293152
	Iteration 13Q: 3 clusters Score -63385.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -63410.976562 Penalty: 686.293152
	Iteration 14Q: 3 clusters Score -63410.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -63431.632812 Penalty: 686.293152
	Iteration 15Q: 3 clusters Score -63431.63 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -63454.808594 Penalty: 686.293152
	Iteration 16Q: 3 clusters Score -63454.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -63467.527344 Penalty: 686.293152
	Iteration 17Q: 3 clusters Score -63467.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -63478.523438 Penalty: 686.293152
	Iteration 18Q: 3 clusters Score -63478.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -63486.101562 Penalty: 686.293152
	Iteration 19Q: 3 clusters Score -63486.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -63492.035156 Penalty: 686.293152
	Iteration 20F: 3 clusters Score -63492.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -63498.636719 Penalty: 686.293152
	Iteration 21Q: 3 clusters Score -63498.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -63500.441406 Penalty: 686.293152
	Iteration 22Q: 3 clusters Score -63500.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -63501.570312 Penalty: 686.293152
	Iteration 23Q: 3 clusters Score -63501.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -63503.242188 Penalty: 686.293152
	Iteration 24Q: 3 clusters Score -63503.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -63503.574219 Penalty: 686.293152
	Iteration 25Q: 3 clusters Score -63503.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -63503.960938 Penalty: 686.293152
	Iteration 26Q: 3 clusters Score -63503.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -63504.093750 Penalty: 686.293152
	Iteration 27Q: 3 clusters Score -63504.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -63504.218750 Penalty: 686.293152
	Iteration 28Q: 3 clusters Score -63504.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -63504.218750 Penalty: 686.293152
	Iteration 29F: 3 clusters Score -63504.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -32114.578125 Penalty: 307.756775
	Iteration 0F: 2 clusters Score -32114.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -31445.636719 Penalty: 615.513550
	Iteration 0F: 3 clusters Score -31445.64 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -31717.152344 Penalty: 615.513550
	Iteration 1F: 3 clusters Score -31717.15 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -31834.341797 Penalty: 615.513550
	Iteration 2F: 3 clusters Score -31834.34 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -31905.128906 Penalty: 615.513550
	Iteration 3F: 3 clusters Score -31905.13 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -31950.277344 Penalty: 615.513550
	Iteration 4Q: 3 clusters Score -31950.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -31978.318359 Penalty: 615.513550
	Iteration 5Q: 3 clusters Score -31978.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -32005.470703 Penalty: 615.513550
	Iteration 6Q: 3 clusters Score -32005.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -32033.384766 Penalty: 615.513550
	Iteration 7Q: 3 clusters Score -32033.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -32042.953125 Penalty: 615.513550
	Iteration 8Q: 3 clusters Score -32042.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -32045.925781 Penalty: 615.513550
	Iteration 9Q: 3 clusters Score -32045.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -32052.609375 Penalty: 615.513550
	Iteration 10Q: 3 clusters Score -32052.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -32061.498047 Penalty: 615.513550
	Iteration 11Q: 3 clusters Score -32061.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -32065.058594 Penalty: 615.513550
	Iteration 12Q: 3 clusters Score -32065.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -32067.714844 Penalty: 615.513550
	Iteration 13Q: 3 clusters Score -32067.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -32070.062500 Penalty: 615.513550
	Iteration 14Q: 3 clusters Score -32070.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -32070.246094 Penalty: 615.513550
	Iteration 15Q: 3 clusters Score -32070.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -32070.246094 Penalty: 615.513550
	Iteration 16F: 3 clusters Score -32070.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -27376.041016 Penalty: 296.554047
	Iteration 0F: 2 clusters Score -27376.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -26746.703125 Penalty: 593.108093
	Iteration 0F: 3 clusters Score -26746.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -26906.433594 Penalty: 593.108093
	Iteration 1F: 3 clusters Score -26906.43 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -26938.087891 Penalty: 593.108093
	Iteration 2F: 3 clusters Score -26938.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -26963.560547 Penalty: 593.108093
	Iteration 3Q: 3 clusters Score -26963.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -26993.777344 Penalty: 593.108093
	Iteration 4Q: 3 clusters Score -26993.78 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -27023.335938 Penalty: 593.108093
	Iteration 5F: 3 clusters Score -27023.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -27039.251953 Penalty: 593.108093
	Iteration 6Q: 3 clusters Score -27039.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -27051.201172 Penalty: 593.108093
	Iteration 7Q: 3 clusters Score -27051.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -27063.458984 Penalty: 593.108093
	Iteration 8Q: 3 clusters Score -27063.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -27073.216797 Penalty: 593.108093
	Iteration 9Q: 3 clusters Score -27073.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -27083.257812 Penalty: 593.108093
	Iteration 10Q: 3 clusters Score -27083.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -27087.001953 Penalty: 593.108093
	Iteration 11Q: 3 clusters Score -27087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -27089.814453 Penalty: 593.108093
	Iteration 12Q: 3 clusters Score -27089.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -27093.816406 Penalty: 593.108093
	Iteration 13Q: 3 clusters Score -27093.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -27095.423828 Penalty: 593.108093
	Iteration 14Q: 3 clusters Score -27095.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -27095.976562 Penalty: 593.108093
	Iteration 15Q: 3 clusters Score -27095.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -27097.171875 Penalty: 593.108093
	Iteration 16Q: 3 clusters Score -27097.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -27100.154297 Penalty: 593.108093
	Iteration 17Q: 3 clusters Score -27100.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -27102.667969 Penalty: 593.108093
	Iteration 18Q: 3 clusters Score -27102.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -27107.013672 Penalty: 593.108093
	Iteration 19Q: 3 clusters Score -27107.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -27113.134766 Penalty: 593.108093
	Iteration 20F: 3 clusters Score -27113.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -27118.369141 Penalty: 593.108093
	Iteration 21Q: 3 clusters Score -27118.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -27124.287109 Penalty: 593.108093
	Iteration 22Q: 3 clusters Score -27124.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -27128.037109 Penalty: 593.108093
	Iteration 23Q: 3 clusters Score -27128.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -27132.093750 Penalty: 593.108093
	Iteration 24Q: 3 clusters Score -27132.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -27136.611328 Penalty: 593.108093
	Iteration 25Q: 3 clusters Score -27136.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -27140.662109 Penalty: 593.108093
	Iteration 26Q: 3 clusters Score -27140.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -27143.699219 Penalty: 593.108093
	Iteration 27Q: 3 clusters Score -27143.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -27144.474609 Penalty: 593.108093
	Iteration 28Q: 3 clusters Score -27144.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -27144.474609 Penalty: 593.108093
	Iteration 29F: 3 clusters Score -27144.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Entering Unmasked Estep 
Score: -66650.125000 Penalty: 339.163422
	Iteration 0F: 2 clusters Score -66650.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -65380.992188 Penalty: 678.326843
	Iteration 0F: 3 clusters Score -65380.99 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -65772.304688 Penalty: 678.326843
	Iteration 1F: 3 clusters Score -65772.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -65876.015625 Penalty: 678.326843
	Iteration 2F: 3 clusters Score -65876.02 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -65991.843750 Penalty: 678.326843
	Iteration 3F: 3 clusters Score -65991.84 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -66094.984375 Penalty: 678.326843
	Iteration 4F: 3 clusters Score -66094.98 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -66187.632812 Penalty: 678.326843
	Iteration 5F: 3 clusters Score -66187.63 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -66289.367188 Penalty: 678.326843
	Iteration 6F: 3 clusters Score -66289.37 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -66365.085938 Penalty: 678.326843
	Iteration 7F: 3 clusters Score -66365.09 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -66420.632812 Penalty: 678.326843
	Iteration 8Q: 3 clusters Score -66420.63 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -66457.640625 Penalty: 678.326843
	Iteration 9Q: 3 clusters Score -66457.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -66472.882812 Penalty: 678.326843
	Iteration 10Q: 3 clusters Score -66472.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -66481.421875 Penalty: 678.326843
	Iteration 11Q: 3 clusters Score -66481.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -66487.773438 Penalty: 678.326843
	Iteration 12Q: 3 clusters Score -66487.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -66491.390625 Penalty: 678.326843
	Iteration 13Q: 3 clusters Score -66491.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -66493.265625 Penalty: 678.326843
	Iteration 14Q: 3 clusters Score -66493.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -66495.210938 Penalty: 678.326843
	Iteration 15Q: 3 clusters Score -66495.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -66498.429688 Penalty: 678.326843
	Iteration 16Q: 3 clusters Score -66498.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -66500.468750 Penalty: 678.326843
	Iteration 17Q: 3 clusters Score -66500.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -66503.101562 Penalty: 678.326843
	Iteration 18Q: 3 clusters Score -66503.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -66506.789062 Penalty: 678.326843
	Iteration 19Q: 3 clusters Score -66506.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -66511.984375 Penalty: 678.326843
	Iteration 20F: 3 clusters Score -66511.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -66517.382812 Penalty: 678.326843
	Iteration 21Q: 3 clusters Score -66517.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -66519.906250 Penalty: 678.326843
	Iteration 22Q: 3 clusters Score -66519.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -66522.195312 Penalty: 678.326843
	Iteration 23Q: 3 clusters Score -66522.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -66522.468750 Penalty: 678.326843
	Iteration 24Q: 3 clusters Score -66522.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -66522.468750 Penalty: 678.326843
	Iteration 25F: 3 clusters Score -66522.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Entering Unmasked Estep 
Score: -231769.890625 Penalty: 395.101746
	Iteration 0F: 2 clusters Score -231769.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -227777.250000 Penalty: 790.203491
	Iteration 0F: 3 clusters Score -227777.2 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -229397.671875 Penalty: 790.203491
	Iteration 1F: 3 clusters Score -229397.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -229637.968750 Penalty: 790.203491
	Iteration 2F: 3 clusters Score -229638 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -229884.234375 Penalty: 790.203491
	Iteration 3F: 3 clusters Score -229884.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -230124.218750 Penalty: 790.203491
	Iteration 4F: 3 clusters Score -230124.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -230365.031250 Penalty: 790.203491
	Iteration 5F: 3 clusters Score -230365 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -230562.796875 Penalty: 790.203491
	Iteration 6F: 3 clusters Score -230562.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -230746.718750 Penalty: 790.203491
	Iteration 7Q: 3 clusters Score -230746.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -230882.140625 Penalty: 790.203491
	Iteration 8Q: 3 clusters Score -230882.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -230962.328125 Penalty: 790.203491
	Iteration 9Q: 3 clusters Score -230962.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -231011.421875 Penalty: 790.203491
	Iteration 10Q: 3 clusters Score -231011.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -231046.609375 Penalty: 790.203491
	Iteration 11Q: 3 clusters Score -231046.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -231076.421875 Penalty: 790.203491
	Iteration 12Q: 3 clusters Score -231076.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -231111.921875 Penalty: 790.203491
	Iteration 13Q: 3 clusters Score -231111.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -231142.812500 Penalty: 790.203491
	Iteration 14Q: 3 clusters Score -231142.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -231164.296875 Penalty: 790.203491
	Iteration 15Q: 3 clusters Score -231164.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -231191.625000 Penalty: 790.203491
	Iteration 16Q: 3 clusters Score -231191.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -231220.718750 Penalty: 790.203491
	Iteration 17Q: 3 clusters Score -231220.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -231250.625000 Penalty: 790.203491
	Iteration 18Q: 3 clusters Score -231250.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -231271.562500 Penalty: 790.203491
	Iteration 19Q: 3 clusters Score -231271.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -231288.390625 Penalty: 790.203491
	Iteration 20F: 3 clusters Score -231288.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -231310.296875 Penalty: 790.203491
	Iteration 21Q: 3 clusters Score -231310.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -231335.609375 Penalty: 790.203491
	Iteration 22Q: 3 clusters Score -231335.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -231364.656250 Penalty: 790.203491
	Iteration 23Q: 3 clusters Score -231364.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -231388.078125 Penalty: 790.203491
	Iteration 24Q: 3 clusters Score -231388.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -231404.437500 Penalty: 790.203491
	Iteration 25Q: 3 clusters Score -231404.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -231415.750000 Penalty: 790.203491
	Iteration 26Q: 3 clusters Score -231415.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -231423.531250 Penalty: 790.203491
	Iteration 27Q: 3 clusters Score -231423.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -231428.890625 Penalty: 790.203491
	Iteration 28Q: 3 clusters Score -231428.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -231435.312500 Penalty: 790.203491
	Iteration 29Q: 3 clusters Score -231435.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -231449.546875 Penalty: 790.203491
	Iteration 30Q: 3 clusters Score -231449.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -231464.234375 Penalty: 790.203491
	Iteration 31Q: 3 clusters Score -231464.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -231472.500000 Penalty: 790.203491
	Iteration 32Q: 3 clusters Score -231472.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -231484.953125 Penalty: 790.203491
	Iteration 33Q: 3 clusters Score -231485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -231496.281250 Penalty: 790.203491
	Iteration 34Q: 3 clusters Score -231496.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -231504.218750 Penalty: 790.203491
	Iteration 35Q: 3 clusters Score -231504.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -231508.921875 Penalty: 790.203491
	Iteration 36Q: 3 clusters Score -231508.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -231512.359375 Penalty: 790.203491
	Iteration 37Q: 3 clusters Score -231512.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -231515.078125 Penalty: 790.203491
	Iteration 38Q: 3 clusters Score -231515.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -231516.750000 Penalty: 790.203491
	Iteration 39Q: 3 clusters Score -231516.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -231518.359375 Penalty: 790.203491
	Iteration 40F: 3 clusters Score -231518.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -231518.359375 Penalty: 790.203491
	Iteration 41Q: 3 clusters Score -231518.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -231518.359375 Penalty: 790.203491
	Iteration 42Q: 3 clusters Score -231518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -231518.703125 Penalty: 790.203491
	Iteration 43Q: 3 clusters Score -231518.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -231518.421875 Penalty: 790.203491
	Iteration 44Q: 3 clusters Score -231518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -231518.359375 Penalty: 790.203491
	Iteration 45Q: 3 clusters Score -231518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -231518.390625 Penalty: 790.203491
	Iteration 46Q: 3 clusters Score -231518.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -231518.390625 Penalty: 790.203491
	Iteration 47F: 3 clusters Score -231518.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Entering Unmasked Estep 
Score: -45141.265625 Penalty: 321.717957
	Iteration 0F: 2 clusters Score -45141.27 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 607 members 
Entering Unmasked Estep 
Score: -44213.707031 Penalty: 643.435913
	Iteration 0F: 3 clusters Score -44213.71 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -44504.058594 Penalty: 643.435913
	Iteration 1F: 3 clusters Score -44504.06 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -44575.109375 Penalty: 643.435913
	Iteration 2F: 3 clusters Score -44575.11 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -44623.203125 Penalty: 643.435913
	Iteration 3F: 3 clusters Score -44623.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -44663.570312 Penalty: 643.435913
	Iteration 4F: 3 clusters Score -44663.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -44693.976562 Penalty: 643.435913
	Iteration 5Q: 3 clusters Score -44693.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -44718.191406 Penalty: 643.435913
	Iteration 6Q: 3 clusters Score -44718.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -44747.457031 Penalty: 643.435913
	Iteration 7Q: 3 clusters Score -44747.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -44763.121094 Penalty: 643.435913
	Iteration 8Q: 3 clusters Score -44763.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -44781.531250 Penalty: 643.435913
	Iteration 9Q: 3 clusters Score -44781.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -44796.570312 Penalty: 643.435913
	Iteration 10Q: 3 clusters Score -44796.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -44812.957031 Penalty: 643.435913
	Iteration 11Q: 3 clusters Score -44812.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -44826.242188 Penalty: 643.435913
	Iteration 12Q: 3 clusters Score -44826.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -44836.664062 Penalty: 643.435913
	Iteration 13Q: 3 clusters Score -44836.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -44841.984375 Penalty: 643.435913
	Iteration 14Q: 3 clusters Score -44841.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -44845.019531 Penalty: 643.435913
	Iteration 15Q: 3 clusters Score -44845.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -44848.554688 Penalty: 643.435913
	Iteration 16Q: 3 clusters Score -44848.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -44850.636719 Penalty: 643.435913
	Iteration 17Q: 3 clusters Score -44850.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -44850.890625 Penalty: 643.435913
	Iteration 18Q: 3 clusters Score -44850.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -44851.003906 Penalty: 643.435913
	Iteration 19Q: 3 clusters Score -44851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -44851.003906 Penalty: 643.435913
	Iteration 20F: 3 clusters Score -44851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Entering Unmasked Estep 
Score: -468422.906250 Penalty: 427.259827
	Iteration 0F: 2 clusters Score -468422.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -460473.593750 Penalty: 854.519653
	Iteration 0F: 3 clusters Score -460473.6 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -463836.625000 Penalty: 854.519653
	Iteration 1F: 3 clusters Score -463836.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -464130.375000 Penalty: 854.519653
	Iteration 2F: 3 clusters Score -464130.4 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -464569.687500 Penalty: 854.519653
	Iteration 3F: 3 clusters Score -464569.7 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -465218.812500 Penalty: 854.519653
	Iteration 4F: 3 clusters Score -465218.8 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -465980.625000 Penalty: 854.519653
	Iteration 5F: 3 clusters Score -465980.6 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -466725.375000 Penalty: 854.519653
	Iteration 6F: 3 clusters Score -466725.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -467190.531250 Penalty: 854.519653
	Iteration 7Q: 3 clusters Score -467190.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -467425.062500 Penalty: 854.519653
	Iteration 8Q: 3 clusters Score -467425.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -467584.375000 Penalty: 854.519653
	Iteration 9Q: 3 clusters Score -467584.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -467690.875000 Penalty: 854.519653
	Iteration 10Q: 3 clusters Score -467690.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -467774.312500 Penalty: 854.519653
	Iteration 11Q: 3 clusters Score -467774.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -467821.812500 Penalty: 854.519653
	Iteration 12Q: 3 clusters Score -467821.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -467860.312500 Penalty: 854.519653
	Iteration 13Q: 3 clusters Score -467860.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -467899.093750 Penalty: 854.519653
	Iteration 14Q: 3 clusters Score -467899.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -467925.593750 Penalty: 854.519653
	Iteration 15Q: 3 clusters Score -467925.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -467938.343750 Penalty: 854.519653
	Iteration 16Q: 3 clusters Score -467938.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -467946.593750 Penalty: 854.519653
	Iteration 17Q: 3 clusters Score -467946.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -467957.187500 Penalty: 854.519653
	Iteration 18Q: 3 clusters Score -467957.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -467968.218750 Penalty: 854.519653
	Iteration 19Q: 3 clusters Score -467968.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -467985.656250 Penalty: 854.519653
	Iteration 20F: 3 clusters Score -467985.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -468003.000000 Penalty: 854.519653
	Iteration 21Q: 3 clusters Score -468003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -468014.187500 Penalty: 854.519653
	Iteration 22Q: 3 clusters Score -468014.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -468023.093750 Penalty: 854.519653
	Iteration 23Q: 3 clusters Score -468023.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -468027.937500 Penalty: 854.519653
	Iteration 24Q: 3 clusters Score -468027.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -468031.312500 Penalty: 854.519653
	Iteration 25Q: 3 clusters Score -468031.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -468033.781250 Penalty: 854.519653
	Iteration 26Q: 3 clusters Score -468033.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -468034.906250 Penalty: 854.519653
	Iteration 27Q: 3 clusters Score -468034.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -468035.937500 Penalty: 854.519653
	Iteration 28Q: 3 clusters Score -468035.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -468037.937500 Penalty: 854.519653
	Iteration 29Q: 3 clusters Score -468037.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -468041.437500 Penalty: 854.519653
	Iteration 30Q: 3 clusters Score -468041.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -468042.906250 Penalty: 854.519653
	Iteration 31Q: 3 clusters Score -468042.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -468046.468750 Penalty: 854.519653
	Iteration 32Q: 3 clusters Score -468046.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -468048.031250 Penalty: 854.519653
	Iteration 33Q: 3 clusters Score -468048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -468048.843750 Penalty: 854.519653
	Iteration 34Q: 3 clusters Score -468048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -468049.375000 Penalty: 854.519653
	Iteration 35Q: 3 clusters Score -468049.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -468050.937500 Penalty: 854.519653
	Iteration 36Q: 3 clusters Score -468050.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -468051.625000 Penalty: 854.519653
	Iteration 37Q: 3 clusters Score -468051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -468051.656250 Penalty: 854.519653
	Iteration 38Q: 3 clusters Score -468051.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -468051.656250 Penalty: 854.519653
	Iteration 39F: 3 clusters Score -468051.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Entering Unmasked Estep 
Score: -59509.574219 Penalty: 335.631134
	Iteration 0F: 2 clusters Score -59509.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -58297.410156 Penalty: 671.262268
	Iteration 0F: 3 clusters Score -58297.41 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -58734.640625 Penalty: 671.262268
	Iteration 1F: 3 clusters Score -58734.64 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -58859.824219 Penalty: 671.262268
	Iteration 2F: 3 clusters Score -58859.82 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -58945.199219 Penalty: 671.262268
	Iteration 3F: 3 clusters Score -58945.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -59014.113281 Penalty: 671.262268
	Iteration 4F: 3 clusters Score -59014.11 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -59070.902344 Penalty: 671.262268
	Iteration 5Q: 3 clusters Score -59070.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -59124.464844 Penalty: 671.262268
	Iteration 6Q: 3 clusters Score -59124.46 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -59171.230469 Penalty: 671.262268
	Iteration 7Q: 3 clusters Score -59171.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -59208.988281 Penalty: 671.262268
	Iteration 8Q: 3 clusters Score -59208.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -59233.210938 Penalty: 671.262268
	Iteration 9Q: 3 clusters Score -59233.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -59244.433594 Penalty: 671.262268
	Iteration 10Q: 3 clusters Score -59244.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -59249.886719 Penalty: 671.262268
	Iteration 11Q: 3 clusters Score -59249.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -59258.414062 Penalty: 671.262268
	Iteration 12Q: 3 clusters Score -59258.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -59265.574219 Penalty: 671.262268
	Iteration 13Q: 3 clusters Score -59265.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -59272.589844 Penalty: 671.262268
	Iteration 14Q: 3 clusters Score -59272.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -59282.238281 Penalty: 671.262268
	Iteration 15Q: 3 clusters Score -59282.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -59288.460938 Penalty: 671.262268
	Iteration 16Q: 3 clusters Score -59288.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -59297.218750 Penalty: 671.262268
	Iteration 17Q: 3 clusters Score -59297.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -59303.578125 Penalty: 671.262268
	Iteration 18Q: 3 clusters Score -59303.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -59312.542969 Penalty: 671.262268
	Iteration 19Q: 3 clusters Score -59312.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -59319.562500 Penalty: 671.262268
	Iteration 20F: 3 clusters Score -59319.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -59328.035156 Penalty: 671.262268
	Iteration 21Q: 3 clusters Score -59328.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -59337.140625 Penalty: 671.262268
	Iteration 22Q: 3 clusters Score -59337.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -59340.585938 Penalty: 671.262268
	Iteration 23Q: 3 clusters Score -59340.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -59342.406250 Penalty: 671.262268
	Iteration 24Q: 3 clusters Score -59342.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -59343.886719 Penalty: 671.262268
	Iteration 25Q: 3 clusters Score -59343.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -59344.070312 Penalty: 671.262268
	Iteration 26Q: 3 clusters Score -59344.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -59344.343750 Penalty: 671.262268
	Iteration 27Q: 3 clusters Score -59344.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -59344.343750 Penalty: 671.262268
	Iteration 28F: 3 clusters Score -59344.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -64026.824219 Penalty: 336.811554
	Iteration 0F: 2 clusters Score -64026.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -62832.375000 Penalty: 673.623108
	Iteration 0F: 3 clusters Score -62832.38 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -63238.921875 Penalty: 673.623108
	Iteration 1F: 3 clusters Score -63238.92 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -63379.460938 Penalty: 673.623108
	Iteration 2F: 3 clusters Score -63379.46 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -63525.707031 Penalty: 673.623108
	Iteration 3F: 3 clusters Score -63525.71 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -63676.835938 Penalty: 673.623108
	Iteration 4F: 3 clusters Score -63676.84 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -63770.937500 Penalty: 673.623108
	Iteration 5Q: 3 clusters Score -63770.94 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -63846.531250 Penalty: 673.623108
	Iteration 6Q: 3 clusters Score -63846.53 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -63897.023438 Penalty: 673.623108
	Iteration 7Q: 3 clusters Score -63897.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -63915.019531 Penalty: 673.623108
	Iteration 8Q: 3 clusters Score -63915.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -63928.441406 Penalty: 673.623108
	Iteration 9Q: 3 clusters Score -63928.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -63941.515625 Penalty: 673.623108
	Iteration 10Q: 3 clusters Score -63941.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -63945.910156 Penalty: 673.623108
	Iteration 11Q: 3 clusters Score -63945.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -63948.410156 Penalty: 673.623108
	Iteration 12Q: 3 clusters Score -63948.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -63953.707031 Penalty: 673.623108
	Iteration 13Q: 3 clusters Score -63953.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -63958.636719 Penalty: 673.623108
	Iteration 14Q: 3 clusters Score -63958.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -63960.398438 Penalty: 673.623108
	Iteration 15Q: 3 clusters Score -63960.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -63960.964844 Penalty: 673.623108
	Iteration 16Q: 3 clusters Score -63960.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -63960.964844 Penalty: 673.623108
	Iteration 17F: 3 clusters Score -63960.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Entering Unmasked Estep 
Score: -405327.281250 Penalty: 420.189575
	Iteration 0F: 2 clusters Score -405327.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -398524.281250 Penalty: 840.379150
	Iteration 0F: 3 clusters Score -398524.3 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -401330.625000 Penalty: 840.379150
	Iteration 1F: 3 clusters Score -401330.6 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -401700.468750 Penalty: 840.379150
	Iteration 2F: 3 clusters Score -401700.5 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -402164.812500 Penalty: 840.379150
	Iteration 3F: 3 clusters Score -402164.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -402728.406250 Penalty: 840.379150
	Iteration 4F: 3 clusters Score -402728.4 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -403356.718750 Penalty: 840.379150
	Iteration 5F: 3 clusters Score -403356.7 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -403876.375000 Penalty: 840.379150
	Iteration 6F: 3 clusters Score -403876.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -404251.843750 Penalty: 840.379150
	Iteration 7Q: 3 clusters Score -404251.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -404462.093750 Penalty: 840.379150
	Iteration 8Q: 3 clusters Score -404462.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -404619.062500 Penalty: 840.379150
	Iteration 9Q: 3 clusters Score -404619.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -404723.875000 Penalty: 840.379150
	Iteration 10Q: 3 clusters Score -404723.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -404795.062500 Penalty: 840.379150
	Iteration 11Q: 3 clusters Score -404795.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -404848.218750 Penalty: 840.379150
	Iteration 12Q: 3 clusters Score -404848.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -404886.375000 Penalty: 840.379150
	Iteration 13Q: 3 clusters Score -404886.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -404912.843750 Penalty: 840.379150
	Iteration 14Q: 3 clusters Score -404912.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -404929.906250 Penalty: 840.379150
	Iteration 15Q: 3 clusters Score -404929.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -404938.875000 Penalty: 840.379150
	Iteration 16Q: 3 clusters Score -404938.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -404947.156250 Penalty: 840.379150
	Iteration 17Q: 3 clusters Score -404947.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -404955.250000 Penalty: 840.379150
	Iteration 18Q: 3 clusters Score -404955.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -404959.562500 Penalty: 840.379150
	Iteration 19Q: 3 clusters Score -404959.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -404963.281250 Penalty: 840.379150
	Iteration 20F: 3 clusters Score -404963.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -404965.593750 Penalty: 840.379150
	Iteration 21Q: 3 clusters Score -404965.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -404967.250000 Penalty: 840.379150
	Iteration 22Q: 3 clusters Score -404967.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -404969.281250 Penalty: 840.379150
	Iteration 23Q: 3 clusters Score -404969.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -404971.531250 Penalty: 840.379150
	Iteration 24Q: 3 clusters Score -404971.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -404974.062500 Penalty: 840.379150
	Iteration 25Q: 3 clusters Score -404974.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -404975.000000 Penalty: 840.379150
	Iteration 26Q: 3 clusters Score -404975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -404976.125000 Penalty: 840.379150
	Iteration 27Q: 3 clusters Score -404976.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -404976.281250 Penalty: 840.379150
	Iteration 28Q: 3 clusters Score -404976.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -404977.218750 Penalty: 840.379150
	Iteration 29Q: 3 clusters Score -404977.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -404978.937500 Penalty: 840.379150
	Iteration 30Q: 3 clusters Score -404978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -404980.375000 Penalty: 840.379150
	Iteration 31Q: 3 clusters Score -404980.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -404982.718750 Penalty: 840.379150
	Iteration 32Q: 3 clusters Score -404982.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -404985.343750 Penalty: 840.379150
	Iteration 33Q: 3 clusters Score -404985.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -404985.000000 Penalty: 840.379150
	Iteration 34Q: 3 clusters Score -404985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -404985.000000 Penalty: 840.379150
	Iteration 35F: 3 clusters Score -404985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -7757.988281 Penalty: 257.188263
	Iteration 0F: 2 clusters Score -7757.988 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 127 members 
Entering Unmasked Estep 
Score: -7440.483887 Penalty: 514.376526
	Iteration 0F: 3 clusters Score -7440.484 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7525.395020 Penalty: 514.376526
	Iteration 1F: 3 clusters Score -7525.395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7584.366211 Penalty: 514.376526
	Iteration 2F: 3 clusters Score -7584.366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7611.742188 Penalty: 514.376526
	Iteration 3F: 3 clusters Score -7611.742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7627.483398 Penalty: 514.376526
	Iteration 4Q: 3 clusters Score -7627.483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7655.151855 Penalty: 514.376526
	Iteration 5Q: 3 clusters Score -7655.152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7667.730469 Penalty: 514.376526
	Iteration 6Q: 3 clusters Score -7667.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7676.005371 Penalty: 514.376526
	Iteration 7Q: 3 clusters Score -7676.005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7678.860352 Penalty: 514.376526
	Iteration 8Q: 3 clusters Score -7678.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7679.052246 Penalty: 514.376526
	Iteration 9Q: 3 clusters Score -7679.052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7679.652832 Penalty: 514.376526
	Iteration 10Q: 3 clusters Score -7679.653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7684.246582 Penalty: 514.376526
	Iteration 11Q: 3 clusters Score -7684.247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7689.923828 Penalty: 514.376526
	Iteration 12Q: 3 clusters Score -7689.924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7690.632812 Penalty: 514.376526
	Iteration 13Q: 3 clusters Score -7690.633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7690.768555 Penalty: 514.376526
	Iteration 14Q: 3 clusters Score -7690.769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7690.768555 Penalty: 514.376526
	Iteration 15F: 3 clusters Score -7690.769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -138445.875000 Penalty: 372.242828
	Iteration 0F: 2 clusters Score -138445.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -136074.906250 Penalty: 744.485657
	Iteration 0F: 3 clusters Score -136074.9 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -137108.906250 Penalty: 744.485657
	Iteration 1F: 3 clusters Score -137108.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -137375.468750 Penalty: 744.485657
	Iteration 2F: 3 clusters Score -137375.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -137609.328125 Penalty: 744.485657
	Iteration 3F: 3 clusters Score -137609.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -137790.515625 Penalty: 744.485657
	Iteration 4F: 3 clusters Score -137790.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -137931.390625 Penalty: 744.485657
	Iteration 5F: 3 clusters Score -137931.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -138004.921875 Penalty: 744.485657
	Iteration 6Q: 3 clusters Score -138004.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -138057.609375 Penalty: 744.485657
	Iteration 7Q: 3 clusters Score -138057.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -138100.687500 Penalty: 744.485657
	Iteration 8Q: 3 clusters Score -138100.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -138128.515625 Penalty: 744.485657
	Iteration 9Q: 3 clusters Score -138128.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -138146.187500 Penalty: 744.485657
	Iteration 10Q: 3 clusters Score -138146.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -138157.937500 Penalty: 744.485657
	Iteration 11Q: 3 clusters Score -138157.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -138168.953125 Penalty: 744.485657
	Iteration 12Q: 3 clusters Score -138169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -138179.984375 Penalty: 744.485657
	Iteration 13Q: 3 clusters Score -138180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -138188.375000 Penalty: 744.485657
	Iteration 14Q: 3 clusters Score -138188.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -138197.406250 Penalty: 744.485657
	Iteration 15Q: 3 clusters Score -138197.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -138205.015625 Penalty: 744.485657
	Iteration 16Q: 3 clusters Score -138205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -138212.593750 Penalty: 744.485657
	Iteration 17Q: 3 clusters Score -138212.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -138220.687500 Penalty: 744.485657
	Iteration 18Q: 3 clusters Score -138220.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -138228.140625 Penalty: 744.485657
	Iteration 19Q: 3 clusters Score -138228.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -138231.781250 Penalty: 744.485657
	Iteration 20F: 3 clusters Score -138231.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -138234.093750 Penalty: 744.485657
	Iteration 21Q: 3 clusters Score -138234.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -138235.531250 Penalty: 744.485657
	Iteration 22Q: 3 clusters Score -138235.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -138236.968750 Penalty: 744.485657
	Iteration 23Q: 3 clusters Score -138237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -138238.515625 Penalty: 744.485657
	Iteration 24Q: 3 clusters Score -138238.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -138238.765625 Penalty: 744.485657
	Iteration 25Q: 3 clusters Score -138238.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -138238.750000 Penalty: 744.485657
	Iteration 26Q: 3 clusters Score -138238.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -138238.984375 Penalty: 744.485657
	Iteration 27Q: 3 clusters Score -138239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -138238.984375 Penalty: 744.485657
	Iteration 28F: 3 clusters Score -138239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Entering Unmasked Estep 
Score: -35854.832031 Penalty: 316.305634
	Iteration 0F: 2 clusters Score -35854.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -35053.410156 Penalty: 632.611267
	Iteration 0F: 3 clusters Score -35053.41 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -35351.972656 Penalty: 632.611267
	Iteration 1F: 3 clusters Score -35351.97 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -35442.835938 Penalty: 632.611267
	Iteration 2F: 3 clusters Score -35442.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -35509.296875 Penalty: 632.611267
	Iteration 3F: 3 clusters Score -35509.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -35558.085938 Penalty: 632.611267
	Iteration 4F: 3 clusters Score -35558.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35604.734375 Penalty: 632.611267
	Iteration 5Q: 3 clusters Score -35604.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -35645.191406 Penalty: 632.611267
	Iteration 6Q: 3 clusters Score -35645.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35681.554688 Penalty: 632.611267
	Iteration 7Q: 3 clusters Score -35681.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35707.652344 Penalty: 632.611267
	Iteration 8Q: 3 clusters Score -35707.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35718.878906 Penalty: 632.611267
	Iteration 9Q: 3 clusters Score -35718.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35724.960938 Penalty: 632.611267
	Iteration 10Q: 3 clusters Score -35724.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -35726.843750 Penalty: 632.611267
	Iteration 11Q: 3 clusters Score -35726.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35729.195312 Penalty: 632.611267
	Iteration 12Q: 3 clusters Score -35729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -35729.410156 Penalty: 632.611267
	Iteration 13Q: 3 clusters Score -35729.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -35730.191406 Penalty: 632.611267
	Iteration 14Q: 3 clusters Score -35730.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35731.367188 Penalty: 632.611267
	Iteration 15Q: 3 clusters Score -35731.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35731.367188 Penalty: 632.611267
	Iteration 16F: 3 clusters Score -35731.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Entering Unmasked Estep 
Score: -160643.703125 Penalty: 377.854523
	Iteration 0F: 2 clusters Score -160643.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -157844.125000 Penalty: 755.709045
	Iteration 0F: 3 clusters Score -157844.1 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -158978.234375 Penalty: 755.709045
	Iteration 1F: 3 clusters Score -158978.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -159187.843750 Penalty: 755.709045
	Iteration 2F: 3 clusters Score -159187.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -159409.750000 Penalty: 755.709045
	Iteration 3F: 3 clusters Score -159409.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -159657.265625 Penalty: 755.709045
	Iteration 4F: 3 clusters Score -159657.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -159898.843750 Penalty: 755.709045
	Iteration 5F: 3 clusters Score -159898.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -160088.000000 Penalty: 755.709045
	Iteration 6Q: 3 clusters Score -160088 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -160198.453125 Penalty: 755.709045
	Iteration 7Q: 3 clusters Score -160198.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -160251.140625 Penalty: 755.709045
	Iteration 8Q: 3 clusters Score -160251.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -160282.437500 Penalty: 755.709045
	Iteration 9Q: 3 clusters Score -160282.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -160307.281250 Penalty: 755.709045
	Iteration 10Q: 3 clusters Score -160307.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -160321.281250 Penalty: 755.709045
	Iteration 11Q: 3 clusters Score -160321.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -160340.875000 Penalty: 755.709045
	Iteration 12Q: 3 clusters Score -160340.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -160345.796875 Penalty: 755.709045
	Iteration 13Q: 3 clusters Score -160345.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -160347.859375 Penalty: 755.709045
	Iteration 14Q: 3 clusters Score -160347.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -160347.859375 Penalty: 755.709045
	Iteration 15F: 3 clusters Score -160347.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Entering Unmasked Estep 
Score: -45138.855469 Penalty: 327.038422
	Iteration 0F: 2 clusters Score -45138.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -44133.777344 Penalty: 654.076843
	Iteration 0F: 3 clusters Score -44133.78 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -44531.195312 Penalty: 654.076843
	Iteration 1F: 3 clusters Score -44531.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -44694.519531 Penalty: 654.076843
	Iteration 2F: 3 clusters Score -44694.52 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -44824.062500 Penalty: 654.076843
	Iteration 3F: 3 clusters Score -44824.06 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -44926.355469 Penalty: 654.076843
	Iteration 4F: 3 clusters Score -44926.36 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -44998.601562 Penalty: 654.076843
	Iteration 5F: 3 clusters Score -44998.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -45041.691406 Penalty: 654.076843
	Iteration 6Q: 3 clusters Score -45041.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -45073.343750 Penalty: 654.076843
	Iteration 7Q: 3 clusters Score -45073.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -45095.789062 Penalty: 654.076843
	Iteration 8Q: 3 clusters Score -45095.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -45108.500000 Penalty: 654.076843
	Iteration 9Q: 3 clusters Score -45108.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -45122.414062 Penalty: 654.076843
	Iteration 10Q: 3 clusters Score -45122.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -45130.410156 Penalty: 654.076843
	Iteration 11Q: 3 clusters Score -45130.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -45135.886719 Penalty: 654.076843
	Iteration 12Q: 3 clusters Score -45135.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -45137.968750 Penalty: 654.076843
	Iteration 13Q: 3 clusters Score -45137.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -45139.203125 Penalty: 654.076843
	Iteration 14Q: 3 clusters Score -45139.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -45140.378906 Penalty: 654.076843
	Iteration 15Q: 3 clusters Score -45140.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -45141.960938 Penalty: 654.076843
	Iteration 16Q: 3 clusters Score -45141.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -45142.917969 Penalty: 654.076843
	Iteration 17Q: 3 clusters Score -45142.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -45143.101562 Penalty: 654.076843
	Iteration 18Q: 3 clusters Score -45143.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -45143.269531 Penalty: 654.076843
	Iteration 19Q: 3 clusters Score -45143.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -45143.269531 Penalty: 654.076843
	Iteration 20F: 3 clusters Score -45143.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 1597 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3370 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 16744 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 6488 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27286 members 
Mstep: Class 15 contains 2055 members 
Mstep: Class 16 contains 274965 members 
Mstep: Class 17 contains 4713 members 
Mstep: Class 18 contains 7355 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 677 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 5905 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 11972 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10249 members 
Mstep: Class 29 contains 414 members 
Mstep: Class 30 contains 285 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4042 members 
Mstep: Class 34 contains 909 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 721 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57031 members 
Mstep: Class 40 contains 3355 members 
Mstep: Class 41 contains 2561 members 
Mstep: Class 42 contains 220616 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 1255 members 
Entering Unmasked Estep 
Score: -28353430.000000 Penalty: 27028.597656
Splitting cluster 34 changes total score from -28353674.000000 to -28353430.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -61831.019531 Penalty: 333.830627
	Iteration 0F: 2 clusters Score -61831.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -60669.363281 Penalty: 667.661255
	Iteration 0F: 3 clusters Score -60669.36 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -61020.343750 Penalty: 667.661255
	Iteration 1F: 3 clusters Score -61020.34 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -61075.601562 Penalty: 667.661255
	Iteration 2F: 3 clusters Score -61075.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -61118.832031 Penalty: 667.661255
	Iteration 3F: 3 clusters Score -61118.83 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -61169.812500 Penalty: 667.661255
	Iteration 4F: 3 clusters Score -61169.81 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -61222.117188 Penalty: 667.661255
	Iteration 5F: 3 clusters Score -61222.12 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -61262.425781 Penalty: 667.661255
	Iteration 6Q: 3 clusters Score -61262.43 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -61305.296875 Penalty: 667.661255
	Iteration 7Q: 3 clusters Score -61305.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -61353.347656 Penalty: 667.661255
	Iteration 8Q: 3 clusters Score -61353.35 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -61393.273438 Penalty: 667.661255
	Iteration 9Q: 3 clusters Score -61393.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -61427.738281 Penalty: 667.661255
	Iteration 10Q: 3 clusters Score -61427.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -61451.082031 Penalty: 667.661255
	Iteration 11Q: 3 clusters Score -61451.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -61462.257812 Penalty: 667.661255
	Iteration 12Q: 3 clusters Score -61462.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -61471.500000 Penalty: 667.661255
	Iteration 13Q: 3 clusters Score -61471.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -61481.761719 Penalty: 667.661255
	Iteration 14Q: 3 clusters Score -61481.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -61493.761719 Penalty: 667.661255
	Iteration 15Q: 3 clusters Score -61493.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -61498.804688 Penalty: 667.661255
	Iteration 16Q: 3 clusters Score -61498.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -61510.980469 Penalty: 667.661255
	Iteration 17Q: 3 clusters Score -61510.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -61519.746094 Penalty: 667.661255
	Iteration 18Q: 3 clusters Score -61519.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -61529.082031 Penalty: 667.661255
	Iteration 19Q: 3 clusters Score -61529.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -61529.964844 Penalty: 667.661255
	Iteration 20F: 3 clusters Score -61529.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -26692.251953 Penalty: 299.419067
	Iteration 0F: 2 clusters Score -26692.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -26070.037109 Penalty: 598.838135
	Iteration 0F: 3 clusters Score -26070.04 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26237.570312 Penalty: 598.838135
	Iteration 1F: 3 clusters Score -26237.57 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26281.523438 Penalty: 598.838135
	Iteration 2F: 3 clusters Score -26281.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -26305.148438 Penalty: 598.838135
	Iteration 3Q: 3 clusters Score -26305.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26322.029297 Penalty: 598.838135
	Iteration 4Q: 3 clusters Score -26322.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26332.652344 Penalty: 598.838135
	Iteration 5Q: 3 clusters Score -26332.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26339.138672 Penalty: 598.838135
	Iteration 6Q: 3 clusters Score -26339.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26345.828125 Penalty: 598.838135
	Iteration 7Q: 3 clusters Score -26345.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26352.085938 Penalty: 598.838135
	Iteration 8Q: 3 clusters Score -26352.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26356.166016 Penalty: 598.838135
	Iteration 9Q: 3 clusters Score -26356.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26362.144531 Penalty: 598.838135
	Iteration 10Q: 3 clusters Score -26362.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26369.718750 Penalty: 598.838135
	Iteration 11Q: 3 clusters Score -26369.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26375.630859 Penalty: 598.838135
	Iteration 12Q: 3 clusters Score -26375.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26380.654297 Penalty: 598.838135
	Iteration 13Q: 3 clusters Score -26380.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26382.664062 Penalty: 598.838135
	Iteration 14Q: 3 clusters Score -26382.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26384.162109 Penalty: 598.838135
	Iteration 15Q: 3 clusters Score -26384.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26385.925781 Penalty: 598.838135
	Iteration 16Q: 3 clusters Score -26385.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26387.529297 Penalty: 598.838135
	Iteration 17Q: 3 clusters Score -26387.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26390.662109 Penalty: 598.838135
	Iteration 18Q: 3 clusters Score -26390.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26394.880859 Penalty: 598.838135
	Iteration 19Q: 3 clusters Score -26394.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26397.574219 Penalty: 598.838135
	Iteration 20F: 3 clusters Score -26397.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26402.572266 Penalty: 598.838135
	Iteration 21Q: 3 clusters Score -26402.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26407.937500 Penalty: 598.838135
	Iteration 22Q: 3 clusters Score -26407.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26419.089844 Penalty: 598.838135
	Iteration 23Q: 3 clusters Score -26419.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26427.697266 Penalty: 598.838135
	Iteration 24Q: 3 clusters Score -26427.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26435.013672 Penalty: 598.838135
	Iteration 25Q: 3 clusters Score -26435.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26443.550781 Penalty: 598.838135
	Iteration 26Q: 3 clusters Score -26443.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26450.832031 Penalty: 598.838135
	Iteration 27Q: 3 clusters Score -26450.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26457.144531 Penalty: 598.838135
	Iteration 28Q: 3 clusters Score -26457.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26459.787109 Penalty: 598.838135
	Iteration 29Q: 3 clusters Score -26459.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26462.111328 Penalty: 598.838135
	Iteration 30Q: 3 clusters Score -26462.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26463.531250 Penalty: 598.838135
	Iteration 31Q: 3 clusters Score -26463.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26465.033203 Penalty: 598.838135
	Iteration 32Q: 3 clusters Score -26465.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26466.894531 Penalty: 598.838135
	Iteration 33Q: 3 clusters Score -26466.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26467.583984 Penalty: 598.838135
	Iteration 34Q: 3 clusters Score -26467.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26468.750000 Penalty: 598.838135
	Iteration 35Q: 3 clusters Score -26468.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26469.896484 Penalty: 598.838135
	Iteration 36Q: 3 clusters Score -26469.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26469.896484 Penalty: 598.838135
	Iteration 37F: 3 clusters Score -26469.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -58613.449219 Penalty: 331.863251
	Iteration 0F: 2 clusters Score -58613.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -57508.675781 Penalty: 663.726501
	Iteration 0F: 3 clusters Score -57508.68 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -57863.035156 Penalty: 663.726501
	Iteration 1F: 3 clusters Score -57863.04 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -57946.074219 Penalty: 663.726501
	Iteration 2F: 3 clusters Score -57946.07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -58000.496094 Penalty: 663.726501
	Iteration 3F: 3 clusters Score -58000.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -58027.984375 Penalty: 663.726501
	Iteration 4Q: 3 clusters Score -58027.98 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -58050.820312 Penalty: 663.726501
	Iteration 5Q: 3 clusters Score -58050.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -58066.207031 Penalty: 663.726501
	Iteration 6Q: 3 clusters Score -58066.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -58084.492188 Penalty: 663.726501
	Iteration 7Q: 3 clusters Score -58084.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -58096.851562 Penalty: 663.726501
	Iteration 8Q: 3 clusters Score -58096.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -58113.492188 Penalty: 663.726501
	Iteration 9Q: 3 clusters Score -58113.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -58126.261719 Penalty: 663.726501
	Iteration 10Q: 3 clusters Score -58126.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -58132.644531 Penalty: 663.726501
	Iteration 11Q: 3 clusters Score -58132.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -58138.757812 Penalty: 663.726501
	Iteration 12Q: 3 clusters Score -58138.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -58143.941406 Penalty: 663.726501
	Iteration 13Q: 3 clusters Score -58143.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -58147.453125 Penalty: 663.726501
	Iteration 14Q: 3 clusters Score -58147.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -58151.796875 Penalty: 663.726501
	Iteration 15Q: 3 clusters Score -58151.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -58156.351562 Penalty: 663.726501
	Iteration 16Q: 3 clusters Score -58156.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -58164.386719 Penalty: 663.726501
	Iteration 17Q: 3 clusters Score -58164.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -58178.289062 Penalty: 663.726501
	Iteration 18Q: 3 clusters Score -58178.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -58186.328125 Penalty: 663.726501
	Iteration 19Q: 3 clusters Score -58186.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -58197.101562 Penalty: 663.726501
	Iteration 20F: 3 clusters Score -58197.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -58205.910156 Penalty: 663.726501
	Iteration 21Q: 3 clusters Score -58205.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -58212.617188 Penalty: 663.726501
	Iteration 22Q: 3 clusters Score -58212.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -58217.148438 Penalty: 663.726501
	Iteration 23Q: 3 clusters Score -58217.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -58222.730469 Penalty: 663.726501
	Iteration 24Q: 3 clusters Score -58222.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -58228.605469 Penalty: 663.726501
	Iteration 25Q: 3 clusters Score -58228.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -58232.789062 Penalty: 663.726501
	Iteration 26Q: 3 clusters Score -58232.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -58235.660156 Penalty: 663.726501
	Iteration 27Q: 3 clusters Score -58235.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -58237.753906 Penalty: 663.726501
	Iteration 28Q: 3 clusters Score -58237.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -58239.183594 Penalty: 663.726501
	Iteration 29Q: 3 clusters Score -58239.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -58241.535156 Penalty: 663.726501
	Iteration 30Q: 3 clusters Score -58241.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -58242.726562 Penalty: 663.726501
	Iteration 31Q: 3 clusters Score -58242.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -58243.277344 Penalty: 663.726501
	Iteration 32Q: 3 clusters Score -58243.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -58243.996094 Penalty: 663.726501
	Iteration 33Q: 3 clusters Score -58244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -58244.187500 Penalty: 663.726501
	Iteration 34Q: 3 clusters Score -58244.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -58244.519531 Penalty: 663.726501
	Iteration 35Q: 3 clusters Score -58244.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -58244.824219 Penalty: 663.726501
	Iteration 36Q: 3 clusters Score -58244.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -58245.320312 Penalty: 663.726501
	Iteration 37Q: 3 clusters Score -58245.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -58245.492188 Penalty: 663.726501
	Iteration 38Q: 3 clusters Score -58245.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -58245.906250 Penalty: 663.726501
	Iteration 39Q: 3 clusters Score -58245.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -58246.378906 Penalty: 663.726501
	Iteration 40F: 3 clusters Score -58246.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -8562.002930 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -8562.003 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 123 members 
Entering Unmasked Estep 
Score: -8262.520508 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -8262.521 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8354.016602 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -8354.017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8386.135742 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -8386.136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8401.716797 Penalty: 499.116516
	Iteration 3F: 3 clusters Score -8401.717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8403.492188 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -8403.492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8403.492188 Penalty: 499.116516
	Iteration 5F: 3 clusters Score -8403.492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (57031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Entering Unmasked Estep 
Score: -2304334.000000 Penalty: 498.286438
	Iteration 0F: 2 clusters Score -2304334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -2265938.000000 Penalty: 996.572876
	Iteration 0F: 3 clusters Score -2265938 nChanged 27583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -2283085.750000 Penalty: 996.572876
	Iteration 1F: 3 clusters Score -2283086 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -2284596.500000 Penalty: 996.572876
	Iteration 2F: 3 clusters Score -2284596 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2286513.000000 Penalty: 996.572876
	Iteration 3F: 3 clusters Score -2286513 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -2288667.750000 Penalty: 996.572876
	Iteration 4F: 3 clusters Score -2288668 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2290702.500000 Penalty: 996.572876
	Iteration 5F: 3 clusters Score -2290702 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2292447.000000 Penalty: 996.572876
	Iteration 6F: 3 clusters Score -2292447 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2293873.750000 Penalty: 996.572876
	Iteration 7Q: 3 clusters Score -2293874 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2295040.750000 Penalty: 996.572876
	Iteration 8Q: 3 clusters Score -2295041 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2296016.500000 Penalty: 996.572876
	Iteration 9Q: 3 clusters Score -2296016 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2296858.250000 Penalty: 996.572876
	Iteration 10Q: 3 clusters Score -2296858 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2297624.750000 Penalty: 996.572876
	Iteration 11Q: 3 clusters Score -2297625 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2298394.750000 Penalty: 996.572876
	Iteration 12Q: 3 clusters Score -2298395 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2299164.000000 Penalty: 996.572876
	Iteration 13Q: 3 clusters Score -2299164 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2299966.250000 Penalty: 996.572876
	Iteration 14Q: 3 clusters Score -2299966 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2300794.500000 Penalty: 996.572876
	Iteration 15Q: 3 clusters Score -2300794 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2301581.750000 Penalty: 996.572876
	Iteration 16Q: 3 clusters Score -2301582 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2302256.500000 Penalty: 996.572876
	Iteration 17Q: 3 clusters Score -2302256 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55211 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2302755.500000 Penalty: 996.572876
	Iteration 18Q: 3 clusters Score -2302756 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2303151.000000 Penalty: 996.572876
	Iteration 19Q: 3 clusters Score -2303151 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2303433.500000 Penalty: 996.572876
	Iteration 20F: 3 clusters Score -2303434 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2303623.250000 Penalty: 996.572876
	Iteration 21Q: 3 clusters Score -2303623 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2303748.500000 Penalty: 996.572876
	Iteration 22Q: 3 clusters Score -2303748 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2303816.500000 Penalty: 996.572876
	Iteration 23Q: 3 clusters Score -2303816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2303860.500000 Penalty: 996.572876
	Iteration 24Q: 3 clusters Score -2303860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2303878.750000 Penalty: 996.572876
	Iteration 25Q: 3 clusters Score -2303879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2303891.500000 Penalty: 996.572876
	Iteration 26Q: 3 clusters Score -2303892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2303894.750000 Penalty: 996.572876
	Iteration 27Q: 3 clusters Score -2303895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56907 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2303899.000000 Penalty: 996.572876
	Iteration 28Q: 3 clusters Score -2303899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -2303901.750000 Penalty: 996.572876
	Iteration 29Q: 3 clusters Score -2303902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56911 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2303901.750000 Penalty: 996.572876
	Iteration 30Q: 3 clusters Score -2303902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -2303903.250000 Penalty: 996.572876
	Iteration 31Q: 3 clusters Score -2303903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -2303903.250000 Penalty: 996.572876
	Iteration 32F: 3 clusters Score -2303903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Entering Unmasked Estep 
Score: -142094.312500 Penalty: 369.378418
	Iteration 0F: 2 clusters Score -142094.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -139800.171875 Penalty: 738.756836
	Iteration 0F: 3 clusters Score -139800.2 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -140713.984375 Penalty: 738.756836
	Iteration 1F: 3 clusters Score -140714 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -140807.593750 Penalty: 738.756836
	Iteration 2F: 3 clusters Score -140807.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -140890.296875 Penalty: 738.756836
	Iteration 3F: 3 clusters Score -140890.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -140967.843750 Penalty: 738.756836
	Iteration 4Q: 3 clusters Score -140967.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -141083.343750 Penalty: 738.756836
	Iteration 5F: 3 clusters Score -141083.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -141236.359375 Penalty: 738.756836
	Iteration 6F: 3 clusters Score -141236.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -141405.453125 Penalty: 738.756836
	Iteration 7F: 3 clusters Score -141405.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -141562.812500 Penalty: 738.756836
	Iteration 8Q: 3 clusters Score -141562.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -141664.328125 Penalty: 738.756836
	Iteration 9Q: 3 clusters Score -141664.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -141721.890625 Penalty: 738.756836
	Iteration 10Q: 3 clusters Score -141721.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -141751.859375 Penalty: 738.756836
	Iteration 11Q: 3 clusters Score -141751.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -141763.484375 Penalty: 738.756836
	Iteration 12Q: 3 clusters Score -141763.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -141770.828125 Penalty: 738.756836
	Iteration 13Q: 3 clusters Score -141770.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -141773.265625 Penalty: 738.756836
	Iteration 14Q: 3 clusters Score -141773.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -141773.265625 Penalty: 738.756836
	Iteration 15F: 3 clusters Score -141773.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Entering Unmasked Estep 
Score: -104538.070312 Penalty: 357.090973
	Iteration 0F: 2 clusters Score -104538.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -102728.250000 Penalty: 714.181946
	Iteration 0F: 3 clusters Score -102728.2 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -103343.648438 Penalty: 714.181946
	Iteration 1F: 3 clusters Score -103343.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -103442.726562 Penalty: 714.181946
	Iteration 2F: 3 clusters Score -103442.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -103548.125000 Penalty: 714.181946
	Iteration 3F: 3 clusters Score -103548.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -103661.953125 Penalty: 714.181946
	Iteration 4F: 3 clusters Score -103662 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -103787.179688 Penalty: 714.181946
	Iteration 5F: 3 clusters Score -103787.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -103895.312500 Penalty: 714.181946
	Iteration 6F: 3 clusters Score -103895.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -103994.195312 Penalty: 714.181946
	Iteration 7F: 3 clusters Score -103994.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -104071.898438 Penalty: 714.181946
	Iteration 8Q: 3 clusters Score -104071.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -104115.796875 Penalty: 714.181946
	Iteration 9Q: 3 clusters Score -104115.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -104149.281250 Penalty: 714.181946
	Iteration 10Q: 3 clusters Score -104149.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -104175.515625 Penalty: 714.181946
	Iteration 11Q: 3 clusters Score -104175.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -104194.828125 Penalty: 714.181946
	Iteration 12Q: 3 clusters Score -104194.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -104210.460938 Penalty: 714.181946
	Iteration 13Q: 3 clusters Score -104210.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -104225.890625 Penalty: 714.181946
	Iteration 14Q: 3 clusters Score -104225.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -104242.000000 Penalty: 714.181946
	Iteration 15Q: 3 clusters Score -104242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -104257.039062 Penalty: 714.181946
	Iteration 16Q: 3 clusters Score -104257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -104266.171875 Penalty: 714.181946
	Iteration 17Q: 3 clusters Score -104266.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -104271.757812 Penalty: 714.181946
	Iteration 18Q: 3 clusters Score -104271.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -104279.773438 Penalty: 714.181946
	Iteration 19Q: 3 clusters Score -104279.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -104283.585938 Penalty: 714.181946
	Iteration 20F: 3 clusters Score -104283.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -104285.976562 Penalty: 714.181946
	Iteration 21Q: 3 clusters Score -104286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -104288.648438 Penalty: 714.181946
	Iteration 22Q: 3 clusters Score -104288.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -104290.421875 Penalty: 714.181946
	Iteration 23Q: 3 clusters Score -104290.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -104292.304688 Penalty: 714.181946
	Iteration 24Q: 3 clusters Score -104292.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -104293.710938 Penalty: 714.181946
	Iteration 25Q: 3 clusters Score -104293.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -104294.843750 Penalty: 714.181946
	Iteration 26Q: 3 clusters Score -104294.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -104296.343750 Penalty: 714.181946
	Iteration 27Q: 3 clusters Score -104296.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -104297.742188 Penalty: 714.181946
	Iteration 28Q: 3 clusters Score -104297.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -104299.703125 Penalty: 714.181946
	Iteration 29Q: 3 clusters Score -104299.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -104303.312500 Penalty: 714.181946
	Iteration 30Q: 3 clusters Score -104303.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -104304.226562 Penalty: 714.181946
	Iteration 31Q: 3 clusters Score -104304.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -104304.804688 Penalty: 714.181946
	Iteration 32Q: 3 clusters Score -104304.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -104305.546875 Penalty: 714.181946
	Iteration 33Q: 3 clusters Score -104305.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -104307.484375 Penalty: 714.181946
	Iteration 34Q: 3 clusters Score -104307.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -104309.000000 Penalty: 714.181946
	Iteration 35Q: 3 clusters Score -104309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -104309.984375 Penalty: 714.181946
	Iteration 36Q: 3 clusters Score -104310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -104310.976562 Penalty: 714.181946
	Iteration 37Q: 3 clusters Score -104311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -104312.000000 Penalty: 714.181946
	Iteration 38Q: 3 clusters Score -104312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -104313.539062 Penalty: 714.181946
	Iteration 39Q: 3 clusters Score -104313.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -104316.296875 Penalty: 714.181946
	Iteration 40F: 3 clusters Score -104316.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -104317.039062 Penalty: 714.181946
	Iteration 41Q: 3 clusters Score -104317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -104317.640625 Penalty: 714.181946
	Iteration 42Q: 3 clusters Score -104317.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -104318.460938 Penalty: 714.181946
	Iteration 43Q: 3 clusters Score -104318.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -104319.468750 Penalty: 714.181946
	Iteration 44Q: 3 clusters Score -104319.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -104321.062500 Penalty: 714.181946
	Iteration 45Q: 3 clusters Score -104321.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -104322.320312 Penalty: 714.181946
	Iteration 46Q: 3 clusters Score -104322.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -104322.437500 Penalty: 714.181946
	Iteration 47Q: 3 clusters Score -104322.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -104322.195312 Penalty: 714.181946
	Iteration 48Q: 3 clusters Score -104322.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -104322.195312 Penalty: 714.181946
	Iteration 49F: 3 clusters Score -104322.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (220616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220616 members 
Entering Unmasked Estep 
Score: -9075908.000000 Penalty: 559.840149
	Iteration 0F: 2 clusters Score -9075908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109993 members 
Mstep: Class 2 contains 110623 members 
Entering Unmasked Estep 
Score: -8925701.000000 Penalty: 1119.680298
	Iteration 0F: 3 clusters Score -8925701 nChanged 108904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89321 members 
Mstep: Class 2 contains 131295 members 
Entering Unmasked Estep 
Score: -8996157.000000 Penalty: 1119.680298
	Iteration 1F: 3 clusters Score -8996157 nChanged 12944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77155 members 
Mstep: Class 2 contains 143461 members 
Entering Unmasked Estep 
Score: -9003095.000000 Penalty: 1119.680298
	Iteration 2F: 3 clusters Score -9003095 nChanged 16844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 159921 members 
Entering Unmasked Estep 
Score: -9015447.000000 Penalty: 1119.680298
	Iteration 3F: 3 clusters Score -9015447 nChanged 19505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 179310 members 
Entering Unmasked Estep 
Score: -9033439.000000 Penalty: 1119.680298
	Iteration 4F: 3 clusters Score -9033439 nChanged 18364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 197602 members 
Entering Unmasked Estep 
Score: -9052316.000000 Penalty: 1119.680298
	Iteration 5F: 3 clusters Score -9052316 nChanged 12817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 210401 members 
Entering Unmasked Estep 
Score: -9065817.000000 Penalty: 1119.680298
	Iteration 6F: 3 clusters Score -9065817 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 216893 members 
Entering Unmasked Estep 
Score: -9072178.000000 Penalty: 1119.680298
	Iteration 7Q: 3 clusters Score -9072178 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 219379 members 
Entering Unmasked Estep 
Score: -9074450.000000 Penalty: 1119.680298
	Iteration 8Q: 3 clusters Score -9074450 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 220192 members 
Entering Unmasked Estep 
Score: -9075195.000000 Penalty: 1119.680298
	Iteration 9Q: 3 clusters Score -9075195 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 220405 members 
Entering Unmasked Estep 
Score: -9075366.000000 Penalty: 1119.680298
	Iteration 10Q: 3 clusters Score -9075366 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 220468 members 
Entering Unmasked Estep 
Score: -9075430.000000 Penalty: 1119.680298
	Iteration 11Q: 3 clusters Score -9075430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 220485 members 
Entering Unmasked Estep 
Score: -9075470.000000 Penalty: 1119.680298
	Iteration 12Q: 3 clusters Score -9075470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 220490 members 
Entering Unmasked Estep 
Score: -9075512.000000 Penalty: 1119.680298
	Iteration 13Q: 3 clusters Score -9075512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 220483 members 
Entering Unmasked Estep 
Score: -9075525.000000 Penalty: 1119.680298
	Iteration 14Q: 3 clusters Score -9075525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 220473 members 
Entering Unmasked Estep 
Score: -9075549.000000 Penalty: 1119.680298
	Iteration 15Q: 3 clusters Score -9075549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 220455 members 
Entering Unmasked Estep 
Score: -9075556.000000 Penalty: 1119.680298
	Iteration 16Q: 3 clusters Score -9075556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 220446 members 
Entering Unmasked Estep 
Score: -9075563.000000 Penalty: 1119.680298
	Iteration 17Q: 3 clusters Score -9075563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 220444 members 
Entering Unmasked Estep 
Score: -9075579.000000 Penalty: 1119.680298
	Iteration 18Q: 3 clusters Score -9075579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 220437 members 
Entering Unmasked Estep 
Score: -9075583.000000 Penalty: 1119.680298
	Iteration 19Q: 3 clusters Score -9075583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 220436 members 
Entering Unmasked Estep 
Score: -9075586.000000 Penalty: 1119.680298
	Iteration 20F: 3 clusters Score -9075586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 220432 members 
Entering Unmasked Estep 
Score: -9075587.000000 Penalty: 1119.680298
	Iteration 21Q: 3 clusters Score -9075587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 220432 members 
Entering Unmasked Estep 
Score: -9075584.000000 Penalty: 1119.680298
	Iteration 22Q: 3 clusters Score -9075584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 220432 members 
Entering Unmasked Estep 
Score: -9075584.000000 Penalty: 1119.680298
	Iteration 23F: 3 clusters Score -9075584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Entering Unmasked Estep 
Score: -148561.906250 Penalty: 373.075592
	Iteration 0F: 2 clusters Score -148561.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -146070.593750 Penalty: 746.151184
	Iteration 0F: 3 clusters Score -146070.6 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -147061.437500 Penalty: 746.151184
	Iteration 1F: 3 clusters Score -147061.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -147268.546875 Penalty: 746.151184
	Iteration 2F: 3 clusters Score -147268.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -147457.187500 Penalty: 746.151184
	Iteration 3F: 3 clusters Score -147457.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -147621.859375 Penalty: 746.151184
	Iteration 4F: 3 clusters Score -147621.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -147789.406250 Penalty: 746.151184
	Iteration 5F: 3 clusters Score -147789.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -147968.140625 Penalty: 746.151184
	Iteration 6F: 3 clusters Score -147968.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -148117.609375 Penalty: 746.151184
	Iteration 7Q: 3 clusters Score -148117.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -148203.718750 Penalty: 746.151184
	Iteration 8Q: 3 clusters Score -148203.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -148261.359375 Penalty: 746.151184
	Iteration 9Q: 3 clusters Score -148261.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -148295.687500 Penalty: 746.151184
	Iteration 10Q: 3 clusters Score -148295.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -148312.468750 Penalty: 746.151184
	Iteration 11Q: 3 clusters Score -148312.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -148322.109375 Penalty: 746.151184
	Iteration 12Q: 3 clusters Score -148322.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -148324.671875 Penalty: 746.151184
	Iteration 13Q: 3 clusters Score -148324.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -148326.156250 Penalty: 746.151184
	Iteration 14Q: 3 clusters Score -148326.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -148328.093750 Penalty: 746.151184
	Iteration 15Q: 3 clusters Score -148328.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -148329.218750 Penalty: 746.151184
	Iteration 16Q: 3 clusters Score -148329.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -148330.609375 Penalty: 746.151184
	Iteration 17Q: 3 clusters Score -148330.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -148331.078125 Penalty: 746.151184
	Iteration 18Q: 3 clusters Score -148331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -148330.968750 Penalty: 746.151184
	Iteration 19Q: 3 clusters Score -148331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -148331.203125 Penalty: 746.151184
	Iteration 20F: 3 clusters Score -148331.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -148331.109375 Penalty: 746.151184
	Iteration 21Q: 3 clusters Score -148331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -148331.437500 Penalty: 746.151184
	Iteration 22Q: 3 clusters Score -148331.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -148331.437500 Penalty: 746.151184
	Iteration 23Q: 3 clusters Score -148331.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -148331.437500 Penalty: 746.151184
	Iteration 24F: 3 clusters Score -148331.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -45573.703125 Penalty: 324.637543
	Iteration 0F: 2 clusters Score -45573.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -44590.734375 Penalty: 649.275085
	Iteration 0F: 3 clusters Score -44590.73 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -44924.789062 Penalty: 649.275085
	Iteration 1F: 3 clusters Score -44924.79 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -44991.992188 Penalty: 649.275085
	Iteration 2F: 3 clusters Score -44991.99 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -45048.703125 Penalty: 649.275085
	Iteration 3F: 3 clusters Score -45048.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -45091.406250 Penalty: 649.275085
	Iteration 4F: 3 clusters Score -45091.41 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -45123.792969 Penalty: 649.275085
	Iteration 5Q: 3 clusters Score -45123.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -45150.699219 Penalty: 649.275085
	Iteration 6Q: 3 clusters Score -45150.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -45169.656250 Penalty: 649.275085
	Iteration 7Q: 3 clusters Score -45169.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -45189.820312 Penalty: 649.275085
	Iteration 8Q: 3 clusters Score -45189.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -45205.039062 Penalty: 649.275085
	Iteration 9Q: 3 clusters Score -45205.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -45219.507812 Penalty: 649.275085
	Iteration 10Q: 3 clusters Score -45219.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -45236.140625 Penalty: 649.275085
	Iteration 11Q: 3 clusters Score -45236.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -45253.703125 Penalty: 649.275085
	Iteration 12Q: 3 clusters Score -45253.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -45269.511719 Penalty: 649.275085
	Iteration 13Q: 3 clusters Score -45269.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -45285.574219 Penalty: 649.275085
	Iteration 14Q: 3 clusters Score -45285.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -45299.035156 Penalty: 649.275085
	Iteration 15Q: 3 clusters Score -45299.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -45314.871094 Penalty: 649.275085
	Iteration 16Q: 3 clusters Score -45314.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -45320.984375 Penalty: 649.275085
	Iteration 17Q: 3 clusters Score -45320.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -45324.031250 Penalty: 649.275085
	Iteration 18Q: 3 clusters Score -45324.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -45325.941406 Penalty: 649.275085
	Iteration 19Q: 3 clusters Score -45325.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -45327.023438 Penalty: 649.275085
	Iteration 20F: 3 clusters Score -45327.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -45327.359375 Penalty: 649.275085
	Iteration 21Q: 3 clusters Score -45327.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -45327.699219 Penalty: 649.275085
	Iteration 22Q: 3 clusters Score -45327.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -45327.761719 Penalty: 649.275085
	Iteration 23Q: 3 clusters Score -45327.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -45327.761719 Penalty: 649.275085
	Iteration 24F: 3 clusters Score -45327.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 1597 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3370 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 16744 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 6488 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27286 members 
Mstep: Class 15 contains 2055 members 
Mstep: Class 16 contains 274965 members 
Mstep: Class 17 contains 4713 members 
Mstep: Class 18 contains 7355 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 677 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 5905 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 11972 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10249 members 
Mstep: Class 30 contains 285 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4042 members 
Mstep: Class 34 contains 1323 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 721 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57031 members 
Mstep: Class 40 contains 3355 members 
Mstep: Class 41 contains 2561 members 
Mstep: Class 42 contains 220616 members 
Mstep: Class 43 contains 3639 members 
Mstep: Class 44 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353764.000000 Penalty: 26414.312500
Iteration 279Q: 44 clusters Score -2.835376e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 1598 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3405 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 16476 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 6484 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27269 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 275415 members 
Mstep: Class 17 contains 4707 members 
Mstep: Class 18 contains 7348 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 5904 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 11957 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10197 members 
Mstep: Class 30 contains 285 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4043 members 
Mstep: Class 34 contains 1324 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57052 members 
Mstep: Class 40 contains 3293 members 
Mstep: Class 41 contains 2562 members 
Mstep: Class 42 contains 220582 members 
Mstep: Class 43 contains 3610 members 
Mstep: Class 44 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353822.000000 Penalty: 26414.312500
Iteration 280F: 44 clusters Score -2.835382e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 1600 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 16194 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 6480 members 
Mstep: Class 11 contains 4565 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27255 members 
Mstep: Class 15 contains 2049 members 
Mstep: Class 16 contains 275845 members 
Mstep: Class 17 contains 4699 members 
Mstep: Class 18 contains 7345 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 662 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11951 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10142 members 
Mstep: Class 30 contains 285 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1323 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 712 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57069 members 
Mstep: Class 40 contains 3245 members 
Mstep: Class 41 contains 2565 members 
Mstep: Class 42 contains 220550 members 
Mstep: Class 43 contains 3575 members 
Mstep: Class 44 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353924.000000 Penalty: 26414.312500
Iteration 281Q: 44 clusters Score -2.835392e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1459 members 
Mstep: Class 3 contains 1601 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 15933 members 
Mstep: Class 9 contains 573 members 
Mstep: Class 10 contains 6478 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2596 members 
Mstep: Class 14 contains 27238 members 
Mstep: Class 15 contains 2048 members 
Mstep: Class 16 contains 276233 members 
Mstep: Class 17 contains 4698 members 
Mstep: Class 18 contains 7342 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 1740 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 11952 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 30 contains 285 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57090 members 
Mstep: Class 40 contains 3210 members 
Mstep: Class 41 contains 2568 members 
Mstep: Class 42 contains 220537 members 
Mstep: Class 43 contains 3550 members 
Mstep: Class 44 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354012.000000 Penalty: 26414.312500
Iteration 282Q: 44 clusters Score -2.835401e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1459 members 
Mstep: Class 3 contains 1601 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3472 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 15706 members 
Mstep: Class 9 contains 573 members 
Mstep: Class 10 contains 6464 members 
Mstep: Class 11 contains 4557 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2596 members 
Mstep: Class 14 contains 27226 members 
Mstep: Class 15 contains 2047 members 
Mstep: Class 16 contains 276605 members 
Mstep: Class 17 contains 4694 members 
Mstep: Class 18 contains 7330 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 1744 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 11950 members 
Mstep: Class 26 contains 1599 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 10014 members 
Mstep: Class 30 contains 283 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 712 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57120 members 
Mstep: Class 40 contains 3176 members 
Mstep: Class 41 contains 2569 members 
Mstep: Class 42 contains 220524 members 
Mstep: Class 43 contains 3519 members 
Mstep: Class 44 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354116.000000 Penalty: 26414.312500
Iteration 283Q: 44 clusters Score -2.835412e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1458 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3479 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 15485 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 6459 members 
Mstep: Class 11 contains 4555 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2596 members 
Mstep: Class 14 contains 27224 members 
Mstep: Class 15 contains 2040 members 
Mstep: Class 16 contains 276976 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 7309 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 1748 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1172 members 
Mstep: Class 25 contains 11958 members 
Mstep: Class 26 contains 1599 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 9931 members 
Mstep: Class 30 contains 283 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1324 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57145 members 
Mstep: Class 40 contains 3154 members 
Mstep: Class 41 contains 2574 members 
Mstep: Class 42 contains 220501 members 
Mstep: Class 43 contains 3492 members 
Mstep: Class 44 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354200.000000 Penalty: 26414.312500
Iteration 284Q: 44 clusters Score -2.83542e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1459 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1577 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 15249 members 
Mstep: Class 9 contains 576 members 
Mstep: Class 10 contains 6459 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2596 members 
Mstep: Class 14 contains 27223 members 
Mstep: Class 15 contains 2029 members 
Mstep: Class 16 contains 277361 members 
Mstep: Class 17 contains 4692 members 
Mstep: Class 18 contains 7278 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 1751 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 11962 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 9860 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1324 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57162 members 
Mstep: Class 40 contains 3131 members 
Mstep: Class 41 contains 2580 members 
Mstep: Class 42 contains 220472 members 
Mstep: Class 43 contains 3459 members 
Mstep: Class 44 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354294.000000 Penalty: 26414.312500
Iteration 285Q: 44 clusters Score -2.835429e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1459 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 15017 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 6453 members 
Mstep: Class 11 contains 4562 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2596 members 
Mstep: Class 14 contains 27225 members 
Mstep: Class 15 contains 2024 members 
Mstep: Class 16 contains 277741 members 
Mstep: Class 17 contains 4691 members 
Mstep: Class 18 contains 7257 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 1750 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1172 members 
Mstep: Class 25 contains 11964 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 9791 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1324 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 715 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57183 members 
Mstep: Class 40 contains 3115 members 
Mstep: Class 41 contains 2594 members 
Mstep: Class 42 contains 220434 members 
Mstep: Class 43 contains 3439 members 
Mstep: Class 44 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354372.000000 Penalty: 26414.312500
Iteration 286Q: 44 clusters Score -2.835437e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1459 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1570 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3509 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 14799 members 
Mstep: Class 9 contains 570 members 
Mstep: Class 10 contains 6447 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2596 members 
Mstep: Class 14 contains 27224 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 278095 members 
Mstep: Class 17 contains 4690 members 
Mstep: Class 18 contains 7245 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 11963 members 
Mstep: Class 26 contains 1599 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 9719 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1324 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57205 members 
Mstep: Class 40 contains 3107 members 
Mstep: Class 41 contains 2599 members 
Mstep: Class 42 contains 220405 members 
Mstep: Class 43 contains 3421 members 
Mstep: Class 44 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354408.000000 Penalty: 26414.312500
Iteration 287Q: 44 clusters Score -2.835441e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1459 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 14605 members 
Mstep: Class 9 contains 569 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 4564 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2596 members 
Mstep: Class 14 contains 27224 members 
Mstep: Class 15 contains 2016 members 
Mstep: Class 16 contains 278446 members 
Mstep: Class 17 contains 4689 members 
Mstep: Class 18 contains 7228 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 1748 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 11961 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 9646 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1325 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57229 members 
Mstep: Class 40 contains 3093 members 
Mstep: Class 41 contains 2601 members 
Mstep: Class 42 contains 220358 members 
Mstep: Class 43 contains 3408 members 
Mstep: Class 44 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354418.000000 Penalty: 26414.312500
Iteration 288Q: 44 clusters Score -2.835442e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1459 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1576 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 14374 members 
Mstep: Class 9 contains 570 members 
Mstep: Class 10 contains 6440 members 
Mstep: Class 11 contains 4566 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2596 members 
Mstep: Class 14 contains 27222 members 
Mstep: Class 15 contains 2011 members 
Mstep: Class 16 contains 278821 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 7206 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 607 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1172 members 
Mstep: Class 25 contains 11958 members 
Mstep: Class 26 contains 1597 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 9579 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1323 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57248 members 
Mstep: Class 40 contains 3098 members 
Mstep: Class 41 contains 2602 members 
Mstep: Class 42 contains 220314 members 
Mstep: Class 43 contains 3388 members 
Mstep: Class 44 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354438.000000 Penalty: 26414.312500
Iteration 289Q: 44 clusters Score -2.835444e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1459 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 14145 members 
Mstep: Class 9 contains 576 members 
Mstep: Class 10 contains 6435 members 
Mstep: Class 11 contains 4556 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2596 members 
Mstep: Class 14 contains 27218 members 
Mstep: Class 15 contains 2009 members 
Mstep: Class 16 contains 279186 members 
Mstep: Class 17 contains 4690 members 
Mstep: Class 18 contains 7192 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 604 members 
Mstep: Class 22 contains 1746 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1172 members 
Mstep: Class 25 contains 11957 members 
Mstep: Class 26 contains 1594 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 9510 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1323 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 715 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57259 members 
Mstep: Class 40 contains 3112 members 
Mstep: Class 41 contains 2604 members 
Mstep: Class 42 contains 220274 members 
Mstep: Class 43 contains 3367 members 
Mstep: Class 44 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354572.000000 Penalty: 26414.312500
Iteration 290Q: 44 clusters Score -2.835457e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1459 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13886 members 
Mstep: Class 9 contains 579 members 
Mstep: Class 10 contains 6429 members 
Mstep: Class 11 contains 4552 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2596 members 
Mstep: Class 14 contains 27214 members 
Mstep: Class 15 contains 2009 members 
Mstep: Class 16 contains 279559 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 7185 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 604 members 
Mstep: Class 22 contains 1746 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1172 members 
Mstep: Class 25 contains 11954 members 
Mstep: Class 26 contains 1593 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 9440 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 715 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57274 members 
Mstep: Class 40 contains 3135 members 
Mstep: Class 41 contains 2604 members 
Mstep: Class 42 contains 220234 members 
Mstep: Class 43 contains 3340 members 
Mstep: Class 44 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354646.000000 Penalty: 26414.312500
Iteration 291Q: 44 clusters Score -2.835465e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1459 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13619 members 
Mstep: Class 9 contains 581 members 
Mstep: Class 10 contains 6422 members 
Mstep: Class 11 contains 4549 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2596 members 
Mstep: Class 14 contains 27209 members 
Mstep: Class 15 contains 2008 members 
Mstep: Class 16 contains 279923 members 
Mstep: Class 17 contains 4704 members 
Mstep: Class 18 contains 7179 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 605 members 
Mstep: Class 22 contains 1744 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1171 members 
Mstep: Class 25 contains 11947 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 715 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57283 members 
Mstep: Class 40 contains 3157 members 
Mstep: Class 41 contains 2603 members 
Mstep: Class 42 contains 220195 members 
Mstep: Class 43 contains 3322 members 
Mstep: Class 44 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354692.000000 Penalty: 26414.312500
Iteration 292Q: 44 clusters Score -2.835469e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1459 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 13277 members 
Mstep: Class 9 contains 581 members 
Mstep: Class 10 contains 6414 members 
Mstep: Class 11 contains 4558 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2596 members 
Mstep: Class 14 contains 27211 members 
Mstep: Class 15 contains 2006 members 
Mstep: Class 16 contains 280298 members 
Mstep: Class 17 contains 4707 members 
Mstep: Class 18 contains 7178 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 605 members 
Mstep: Class 22 contains 1745 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1171 members 
Mstep: Class 25 contains 11946 members 
Mstep: Class 26 contains 1591 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 9329 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1320 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57293 members 
Mstep: Class 40 contains 3206 members 
Mstep: Class 41 contains 2603 members 
Mstep: Class 42 contains 220181 members 
Mstep: Class 43 contains 3312 members 
Mstep: Class 44 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354854.000000 Penalty: 26414.312500
Iteration 293Q: 44 clusters Score -2.835485e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12927 members 
Mstep: Class 9 contains 579 members 
Mstep: Class 10 contains 6405 members 
Mstep: Class 11 contains 4552 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27212 members 
Mstep: Class 15 contains 2004 members 
Mstep: Class 16 contains 280713 members 
Mstep: Class 17 contains 4712 members 
Mstep: Class 18 contains 7174 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 604 members 
Mstep: Class 22 contains 1745 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1171 members 
Mstep: Class 25 contains 11941 members 
Mstep: Class 26 contains 1591 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 9271 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1320 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57303 members 
Mstep: Class 40 contains 3259 members 
Mstep: Class 41 contains 2602 members 
Mstep: Class 42 contains 220142 members 
Mstep: Class 43 contains 3296 members 
Mstep: Class 44 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355106.000000 Penalty: 26414.312500
Iteration 294Q: 44 clusters Score -2.835511e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1458 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1590 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3486 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12537 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 6402 members 
Mstep: Class 11 contains 4545 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27219 members 
Mstep: Class 15 contains 2005 members 
Mstep: Class 16 contains 281176 members 
Mstep: Class 17 contains 4714 members 
Mstep: Class 18 contains 7164 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 606 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1171 members 
Mstep: Class 25 contains 11934 members 
Mstep: Class 26 contains 1593 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 9204 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1321 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57314 members 
Mstep: Class 40 contains 3331 members 
Mstep: Class 41 contains 2603 members 
Mstep: Class 42 contains 220086 members 
Mstep: Class 43 contains 3282 members 
Mstep: Class 44 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355330.000000 Penalty: 26414.312500
Iteration 295Q: 44 clusters Score -2.835533e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3472 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12145 members 
Mstep: Class 9 contains 590 members 
Mstep: Class 10 contains 6400 members 
Mstep: Class 11 contains 4541 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27221 members 
Mstep: Class 15 contains 2004 members 
Mstep: Class 16 contains 281637 members 
Mstep: Class 17 contains 4714 members 
Mstep: Class 18 contains 7150 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 1743 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1171 members 
Mstep: Class 25 contains 11926 members 
Mstep: Class 26 contains 1593 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 9155 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1324 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57321 members 
Mstep: Class 40 contains 3414 members 
Mstep: Class 41 contains 2605 members 
Mstep: Class 42 contains 220031 members 
Mstep: Class 43 contains 3256 members 
Mstep: Class 44 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355584.000000 Penalty: 26414.312500
Iteration 296Q: 44 clusters Score -2.835558e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3463 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11761 members 
Mstep: Class 9 contains 594 members 
Mstep: Class 10 contains 6396 members 
Mstep: Class 11 contains 4535 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27222 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 282103 members 
Mstep: Class 17 contains 4715 members 
Mstep: Class 18 contains 7139 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 615 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1172 members 
Mstep: Class 25 contains 11925 members 
Mstep: Class 26 contains 1593 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 9098 members 
Mstep: Class 30 contains 282 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57331 members 
Mstep: Class 40 contains 3516 members 
Mstep: Class 41 contains 2606 members 
Mstep: Class 42 contains 219937 members 
Mstep: Class 43 contains 3231 members 
Mstep: Class 44 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356014.000000 Penalty: 26414.312500
Iteration 297Q: 44 clusters Score -2.835601e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1450 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3447 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11447 members 
Mstep: Class 9 contains 599 members 
Mstep: Class 10 contains 6394 members 
Mstep: Class 11 contains 4536 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27229 members 
Mstep: Class 15 contains 1999 members 
Mstep: Class 16 contains 282578 members 
Mstep: Class 17 contains 4712 members 
Mstep: Class 18 contains 7114 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 620 members 
Mstep: Class 22 contains 1731 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1172 members 
Mstep: Class 25 contains 11925 members 
Mstep: Class 26 contains 1594 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 9034 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57353 members 
Mstep: Class 40 contains 3618 members 
Mstep: Class 41 contains 2610 members 
Mstep: Class 42 contains 219775 members 
Mstep: Class 43 contains 3207 members 
Mstep: Class 44 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356396.000000 Penalty: 26414.312500
Iteration 298Q: 44 clusters Score -2.83564e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3420 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11197 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 6383 members 
Mstep: Class 11 contains 4537 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 27230 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 283008 members 
Mstep: Class 17 contains 4710 members 
Mstep: Class 18 contains 7086 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1172 members 
Mstep: Class 25 contains 11927 members 
Mstep: Class 26 contains 1596 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57375 members 
Mstep: Class 40 contains 3728 members 
Mstep: Class 41 contains 2615 members 
Mstep: Class 42 contains 219608 members 
Mstep: Class 43 contains 3189 members 
Mstep: Class 44 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356804.000000 Penalty: 26414.312500
Iteration 299Q: 44 clusters Score -2.83568e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3391 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11039 members 
Mstep: Class 9 contains 610 members 
Mstep: Class 10 contains 6368 members 
Mstep: Class 11 contains 4539 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27230 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 283352 members 
Mstep: Class 17 contains 4707 members 
Mstep: Class 18 contains 7051 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 11926 members 
Mstep: Class 26 contains 1595 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8920 members 
Mstep: Class 30 contains 282 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57390 members 
Mstep: Class 40 contains 3834 members 
Mstep: Class 41 contains 2618 members 
Mstep: Class 42 contains 219444 members 
Mstep: Class 43 contains 3171 members 
Mstep: Class 44 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357084.000000 Penalty: 26414.312500
Iteration 300F: 44 clusters Score -2.835708e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3361 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 10974 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 6354 members 
Mstep: Class 11 contains 4537 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27237 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 283613 members 
Mstep: Class 17 contains 4704 members 
Mstep: Class 18 contains 7025 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1594 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8890 members 
Mstep: Class 30 contains 282 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57393 members 
Mstep: Class 40 contains 3928 members 
Mstep: Class 41 contains 2621 members 
Mstep: Class 42 contains 219256 members 
Mstep: Class 43 contains 3158 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357316.000000 Penalty: 26414.312500
Iteration 301Q: 44 clusters Score -2.835732e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3333 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 10992 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 6334 members 
Mstep: Class 11 contains 4526 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27241 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 283846 members 
Mstep: Class 17 contains 4704 members 
Mstep: Class 18 contains 6998 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 628 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 11935 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 30 contains 283 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57386 members 
Mstep: Class 40 contains 4026 members 
Mstep: Class 41 contains 2624 members 
Mstep: Class 42 contains 219028 members 
Mstep: Class 43 contains 3133 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357312.000000 Penalty: 26414.312500
Iteration 302Q: 44 clusters Score -2.835731e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3314 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11040 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 6316 members 
Mstep: Class 11 contains 4522 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27252 members 
Mstep: Class 15 contains 1995 members 
Mstep: Class 16 contains 284021 members 
Mstep: Class 17 contains 4703 members 
Mstep: Class 18 contains 6976 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 1710 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 11943 members 
Mstep: Class 26 contains 1591 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8855 members 
Mstep: Class 30 contains 283 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57379 members 
Mstep: Class 40 contains 4104 members 
Mstep: Class 41 contains 2633 members 
Mstep: Class 42 contains 218791 members 
Mstep: Class 43 contains 3128 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357360.000000 Penalty: 26414.312500
Iteration 303Q: 44 clusters Score -2.835736e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3294 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11098 members 
Mstep: Class 9 contains 619 members 
Mstep: Class 10 contains 6293 members 
Mstep: Class 11 contains 4511 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27256 members 
Mstep: Class 15 contains 1992 members 
Mstep: Class 16 contains 284184 members 
Mstep: Class 17 contains 4704 members 
Mstep: Class 18 contains 6940 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 1706 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 11948 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8850 members 
Mstep: Class 30 contains 284 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57376 members 
Mstep: Class 40 contains 4184 members 
Mstep: Class 41 contains 2639 members 
Mstep: Class 42 contains 218580 members 
Mstep: Class 43 contains 3123 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357414.000000 Penalty: 26414.312500
Iteration 304Q: 44 clusters Score -2.835741e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3276 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11175 members 
Mstep: Class 9 contains 625 members 
Mstep: Class 10 contains 6280 members 
Mstep: Class 11 contains 4509 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27258 members 
Mstep: Class 15 contains 1993 members 
Mstep: Class 16 contains 284313 members 
Mstep: Class 17 contains 4705 members 
Mstep: Class 18 contains 6915 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 628 members 
Mstep: Class 22 contains 1706 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 11942 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8830 members 
Mstep: Class 30 contains 285 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57366 members 
Mstep: Class 40 contains 4258 members 
Mstep: Class 41 contains 2650 members 
Mstep: Class 42 contains 218375 members 
Mstep: Class 43 contains 3117 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357552.000000 Penalty: 26414.312500
Iteration 305Q: 44 clusters Score -2.835755e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3248 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11280 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 6268 members 
Mstep: Class 11 contains 4512 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 27254 members 
Mstep: Class 15 contains 1992 members 
Mstep: Class 16 contains 284389 members 
Mstep: Class 17 contains 4705 members 
Mstep: Class 18 contains 6890 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 629 members 
Mstep: Class 22 contains 1704 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 11942 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8810 members 
Mstep: Class 30 contains 286 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1337 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57364 members 
Mstep: Class 40 contains 4349 members 
Mstep: Class 41 contains 2661 members 
Mstep: Class 42 contains 218185 members 
Mstep: Class 43 contains 3111 members 
Mstep: Class 44 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357656.000000 Penalty: 26414.312500
Iteration 306Q: 44 clusters Score -2.835766e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11386 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 6262 members 
Mstep: Class 11 contains 4511 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 27250 members 
Mstep: Class 15 contains 1993 members 
Mstep: Class 16 contains 284439 members 
Mstep: Class 17 contains 4705 members 
Mstep: Class 18 contains 6867 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 1703 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 11944 members 
Mstep: Class 26 contains 1594 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8799 members 
Mstep: Class 30 contains 286 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57365 members 
Mstep: Class 40 contains 4450 members 
Mstep: Class 41 contains 2680 members 
Mstep: Class 42 contains 217969 members 
Mstep: Class 43 contains 3113 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357670.000000 Penalty: 26414.312500
Iteration 307Q: 44 clusters Score -2.835767e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3198 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11483 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 4501 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 27252 members 
Mstep: Class 15 contains 1993 members 
Mstep: Class 16 contains 284468 members 
Mstep: Class 17 contains 4707 members 
Mstep: Class 18 contains 6851 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 1702 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 11942 members 
Mstep: Class 26 contains 1593 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8785 members 
Mstep: Class 30 contains 288 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57357 members 
Mstep: Class 40 contains 4558 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 217788 members 
Mstep: Class 43 contains 3110 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357674.000000 Penalty: 26414.312500
Iteration 308Q: 44 clusters Score -2.835767e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11594 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 6248 members 
Mstep: Class 11 contains 4490 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 27250 members 
Mstep: Class 15 contains 1994 members 
Mstep: Class 16 contains 284491 members 
Mstep: Class 17 contains 4712 members 
Mstep: Class 18 contains 6837 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 1701 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 11944 members 
Mstep: Class 26 contains 1591 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8775 members 
Mstep: Class 30 contains 289 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1337 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57349 members 
Mstep: Class 40 contains 4650 members 
Mstep: Class 41 contains 2721 members 
Mstep: Class 42 contains 217629 members 
Mstep: Class 43 contains 3109 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357684.000000 Penalty: 26414.312500
Iteration 309Q: 44 clusters Score -2.835768e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3118 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11721 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 6248 members 
Mstep: Class 11 contains 4476 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 27248 members 
Mstep: Class 15 contains 1993 members 
Mstep: Class 16 contains 284482 members 
Mstep: Class 17 contains 4713 members 
Mstep: Class 18 contains 6823 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 1701 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 11949 members 
Mstep: Class 26 contains 1591 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8764 members 
Mstep: Class 30 contains 289 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57350 members 
Mstep: Class 40 contains 4740 members 
Mstep: Class 41 contains 2739 members 
Mstep: Class 42 contains 217479 members 
Mstep: Class 43 contains 3114 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357776.000000 Penalty: 26414.312500
Iteration 310Q: 44 clusters Score -2.835778e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3097 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11825 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 6247 members 
Mstep: Class 11 contains 4469 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 27246 members 
Mstep: Class 15 contains 1994 members 
Mstep: Class 16 contains 284490 members 
Mstep: Class 17 contains 4712 members 
Mstep: Class 18 contains 6815 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 1700 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 11950 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8762 members 
Mstep: Class 30 contains 289 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57347 members 
Mstep: Class 40 contains 4803 members 
Mstep: Class 41 contains 2757 members 
Mstep: Class 42 contains 217332 members 
Mstep: Class 43 contains 3111 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357866.000000 Penalty: 26414.312500
Iteration 311Q: 44 clusters Score -2.835787e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3078 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11917 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 6249 members 
Mstep: Class 11 contains 4461 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 27240 members 
Mstep: Class 15 contains 1994 members 
Mstep: Class 16 contains 284493 members 
Mstep: Class 17 contains 4718 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 628 members 
Mstep: Class 22 contains 1694 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 11948 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8772 members 
Mstep: Class 30 contains 289 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 721 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57342 members 
Mstep: Class 40 contains 4862 members 
Mstep: Class 41 contains 2771 members 
Mstep: Class 42 contains 217205 members 
Mstep: Class 43 contains 3114 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357844.000000 Penalty: 26414.312500
Iteration 312Q: 44 clusters Score -2.835784e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3064 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 11999 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 6250 members 
Mstep: Class 11 contains 4456 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 27240 members 
Mstep: Class 15 contains 1994 members 
Mstep: Class 16 contains 284483 members 
Mstep: Class 17 contains 4722 members 
Mstep: Class 18 contains 6789 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 1690 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 11947 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8777 members 
Mstep: Class 30 contains 289 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1337 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57332 members 
Mstep: Class 40 contains 4920 members 
Mstep: Class 41 contains 2787 members 
Mstep: Class 42 contains 217093 members 
Mstep: Class 43 contains 3118 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357856.000000 Penalty: 26414.312500
Iteration 313Q: 44 clusters Score -2.835786e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3058 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12071 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 6247 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 27239 members 
Mstep: Class 15 contains 1994 members 
Mstep: Class 16 contains 284468 members 
Mstep: Class 17 contains 4725 members 
Mstep: Class 18 contains 6781 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 11951 members 
Mstep: Class 26 contains 1591 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8779 members 
Mstep: Class 30 contains 289 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 721 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57325 members 
Mstep: Class 40 contains 4979 members 
Mstep: Class 41 contains 2804 members 
Mstep: Class 42 contains 216984 members 
Mstep: Class 43 contains 3121 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357924.000000 Penalty: 26414.312500
Iteration 314Q: 44 clusters Score -2.835792e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12137 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 6245 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 27248 members 
Mstep: Class 15 contains 1993 members 
Mstep: Class 16 contains 284463 members 
Mstep: Class 17 contains 4728 members 
Mstep: Class 18 contains 6781 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 11954 members 
Mstep: Class 26 contains 1591 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8782 members 
Mstep: Class 30 contains 289 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 721 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57321 members 
Mstep: Class 40 contains 5021 members 
Mstep: Class 41 contains 2827 members 
Mstep: Class 42 contains 216861 members 
Mstep: Class 43 contains 3118 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357988.000000 Penalty: 26414.312500
Iteration 315Q: 44 clusters Score -2.835799e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3043 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12195 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 6242 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 27251 members 
Mstep: Class 15 contains 1990 members 
Mstep: Class 16 contains 284447 members 
Mstep: Class 17 contains 4730 members 
Mstep: Class 18 contains 6777 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 1679 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 11953 members 
Mstep: Class 26 contains 1591 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8782 members 
Mstep: Class 30 contains 289 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57322 members 
Mstep: Class 40 contains 5075 members 
Mstep: Class 41 contains 2849 members 
Mstep: Class 42 contains 216769 members 
Mstep: Class 43 contains 3120 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358010.000000 Penalty: 26414.312500
Iteration 316Q: 44 clusters Score -2.835801e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3036 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12237 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 6240 members 
Mstep: Class 11 contains 4444 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 27257 members 
Mstep: Class 15 contains 1989 members 
Mstep: Class 16 contains 284431 members 
Mstep: Class 17 contains 4730 members 
Mstep: Class 18 contains 6777 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 1679 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 11951 members 
Mstep: Class 26 contains 1593 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8779 members 
Mstep: Class 30 contains 289 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 721 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57320 members 
Mstep: Class 40 contains 5110 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 216687 members 
Mstep: Class 43 contains 3127 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358054.000000 Penalty: 26414.312500
Iteration 317Q: 44 clusters Score -2.835805e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3030 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12274 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 6234 members 
Mstep: Class 11 contains 4444 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 27261 members 
Mstep: Class 15 contains 1987 members 
Mstep: Class 16 contains 284422 members 
Mstep: Class 17 contains 4730 members 
Mstep: Class 18 contains 6779 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 619 members 
Mstep: Class 22 contains 1676 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 11953 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8781 members 
Mstep: Class 30 contains 289 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57313 members 
Mstep: Class 40 contains 5142 members 
Mstep: Class 41 contains 2894 members 
Mstep: Class 42 contains 216618 members 
Mstep: Class 43 contains 3129 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358056.000000 Penalty: 26414.312500
Iteration 318Q: 44 clusters Score -2.835806e+07 nChanged 210
Entering ConstructFrom: 
Score: -28358056.000000 Penalty: 26414.312500
Entering ConstructFrom: 
Trying to split cluster 1 (2120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Entering Unmasked Estep 
Score: -84368.937500 Penalty: 348.492310
	Iteration 0F: 2 clusters Score -84368.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -82847.617188 Penalty: 696.984619
	Iteration 0F: 3 clusters Score -82847.62 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -83471.953125 Penalty: 696.984619
	Iteration 1F: 3 clusters Score -83471.95 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -83586.718750 Penalty: 696.984619
	Iteration 2F: 3 clusters Score -83586.72 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -83692.507812 Penalty: 696.984619
	Iteration 3F: 3 clusters Score -83692.51 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -83763.859375 Penalty: 696.984619
	Iteration 4F: 3 clusters Score -83763.86 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -83811.406250 Penalty: 696.984619
	Iteration 5Q: 3 clusters Score -83811.41 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -83848.625000 Penalty: 696.984619
	Iteration 6Q: 3 clusters Score -83848.62 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -83876.296875 Penalty: 696.984619
	Iteration 7Q: 3 clusters Score -83876.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -83901.304688 Penalty: 696.984619
	Iteration 8Q: 3 clusters Score -83901.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -83915.929688 Penalty: 696.984619
	Iteration 9Q: 3 clusters Score -83915.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -83932.031250 Penalty: 696.984619
	Iteration 10Q: 3 clusters Score -83932.03 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -83952.562500 Penalty: 696.984619
	Iteration 11Q: 3 clusters Score -83952.56 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -83985.171875 Penalty: 696.984619
	Iteration 12Q: 3 clusters Score -83985.17 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -84021.500000 Penalty: 696.984619
	Iteration 13Q: 3 clusters Score -84021.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -84069.171875 Penalty: 696.984619
	Iteration 14Q: 3 clusters Score -84069.17 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -84101.390625 Penalty: 696.984619
	Iteration 15Q: 3 clusters Score -84101.39 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -84139.382812 Penalty: 696.984619
	Iteration 16Q: 3 clusters Score -84139.38 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -84164.210938 Penalty: 696.984619
	Iteration 17Q: 3 clusters Score -84164.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -84176.734375 Penalty: 696.984619
	Iteration 18Q: 3 clusters Score -84176.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -84184.968750 Penalty: 696.984619
	Iteration 19Q: 3 clusters Score -84184.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -84194.789062 Penalty: 696.984619
	Iteration 20F: 3 clusters Score -84194.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -84202.796875 Penalty: 696.984619
	Iteration 21Q: 3 clusters Score -84202.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -84206.804688 Penalty: 696.984619
	Iteration 22Q: 3 clusters Score -84206.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -84211.007812 Penalty: 696.984619
	Iteration 23Q: 3 clusters Score -84211.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -84211.773438 Penalty: 696.984619
	Iteration 24Q: 3 clusters Score -84211.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -84212.078125 Penalty: 696.984619
	Iteration 25Q: 3 clusters Score -84212.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -84212.273438 Penalty: 696.984619
	Iteration 26Q: 3 clusters Score -84212.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -84212.273438 Penalty: 696.984619
	Iteration 27F: 3 clusters Score -84212.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -49483.855469 Penalty: 330.925720
	Iteration 0F: 2 clusters Score -49483.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -48406.820312 Penalty: 661.851440
	Iteration 0F: 3 clusters Score -48406.82 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -48831.203125 Penalty: 661.851440
	Iteration 1F: 3 clusters Score -48831.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -48985.652344 Penalty: 661.851440
	Iteration 2F: 3 clusters Score -48985.65 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -49066.585938 Penalty: 661.851440
	Iteration 3F: 3 clusters Score -49066.59 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -49117.050781 Penalty: 661.851440
	Iteration 4Q: 3 clusters Score -49117.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -49154.113281 Penalty: 661.851440
	Iteration 5Q: 3 clusters Score -49154.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -49190.164062 Penalty: 661.851440
	Iteration 6Q: 3 clusters Score -49190.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -49214.054688 Penalty: 661.851440
	Iteration 7Q: 3 clusters Score -49214.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -49225.191406 Penalty: 661.851440
	Iteration 8Q: 3 clusters Score -49225.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -49235.140625 Penalty: 661.851440
	Iteration 9Q: 3 clusters Score -49235.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -49243.671875 Penalty: 661.851440
	Iteration 10Q: 3 clusters Score -49243.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -49249.683594 Penalty: 661.851440
	Iteration 11Q: 3 clusters Score -49249.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -49255.324219 Penalty: 661.851440
	Iteration 12Q: 3 clusters Score -49255.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -49262.585938 Penalty: 661.851440
	Iteration 13Q: 3 clusters Score -49262.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -49269.171875 Penalty: 661.851440
	Iteration 14Q: 3 clusters Score -49269.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -49273.828125 Penalty: 661.851440
	Iteration 15Q: 3 clusters Score -49273.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -49276.203125 Penalty: 661.851440
	Iteration 16Q: 3 clusters Score -49276.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -49278.269531 Penalty: 661.851440
	Iteration 17Q: 3 clusters Score -49278.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -49280.144531 Penalty: 661.851440
	Iteration 18Q: 3 clusters Score -49280.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -49282.289062 Penalty: 661.851440
	Iteration 19Q: 3 clusters Score -49282.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -49284.992188 Penalty: 661.851440
	Iteration 20F: 3 clusters Score -49284.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -49285.363281 Penalty: 661.851440
	Iteration 21Q: 3 clusters Score -49285.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -49285.761719 Penalty: 661.851440
	Iteration 22Q: 3 clusters Score -49285.76 nChanged 4
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: -49286.562500 Penalty: 661.851440
	Iteration 23Q: 3 clusters Score -49286.56 nChanged 2
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: -49286.925781 Penalty: 661.851440
	Iteration 24Q: 3 clusters Score -49286.93 nChanged 1
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: -49287.117188 Penalty: 661.851440
	Iteration 25Q: 3 clusters Score -49287.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -49287.429688 Penalty: 661.851440
	Iteration 26Q: 3 clusters Score -49287.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -49287.847656 Penalty: 661.851440
	Iteration 27Q: 3 clusters Score -49287.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -49287.906250 Penalty: 661.851440
	Iteration 28Q: 3 clusters Score -49287.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -49287.906250 Penalty: 661.851440
	Iteration 29F: 3 clusters Score -49287.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Entering Unmasked Estep 
Score: -57360.488281 Penalty: 335.744873
	Iteration 0F: 2 clusters Score -57360.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -56151.550781 Penalty: 671.489746
	Iteration 0F: 3 clusters Score -56151.55 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -56647.792969 Penalty: 671.489746
	Iteration 1F: 3 clusters Score -56647.79 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -56852.113281 Penalty: 671.489746
	Iteration 2F: 3 clusters Score -56852.11 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -56978.554688 Penalty: 671.489746
	Iteration 3F: 3 clusters Score -56978.55 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -57053.535156 Penalty: 671.489746
	Iteration 4F: 3 clusters Score -57053.54 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -57095.546875 Penalty: 671.489746
	Iteration 5Q: 3 clusters Score -57095.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -57134.605469 Penalty: 671.489746
	Iteration 6Q: 3 clusters Score -57134.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -57155.546875 Penalty: 671.489746
	Iteration 7Q: 3 clusters Score -57155.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -57168.843750 Penalty: 671.489746
	Iteration 8Q: 3 clusters Score -57168.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -57178.992188 Penalty: 671.489746
	Iteration 9Q: 3 clusters Score -57178.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -57184.628906 Penalty: 671.489746
	Iteration 10Q: 3 clusters Score -57184.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -57189.460938 Penalty: 671.489746
	Iteration 11Q: 3 clusters Score -57189.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -57195.027344 Penalty: 671.489746
	Iteration 12Q: 3 clusters Score -57195.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -57200.453125 Penalty: 671.489746
	Iteration 13Q: 3 clusters Score -57200.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -57202.011719 Penalty: 671.489746
	Iteration 14Q: 3 clusters Score -57202.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -57202.882812 Penalty: 671.489746
	Iteration 15Q: 3 clusters Score -57202.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -57203.679688 Penalty: 671.489746
	Iteration 16Q: 3 clusters Score -57203.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -57204.753906 Penalty: 671.489746
	Iteration 17Q: 3 clusters Score -57204.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -57205.582031 Penalty: 671.489746
	Iteration 18Q: 3 clusters Score -57205.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -57206.457031 Penalty: 671.489746
	Iteration 19Q: 3 clusters Score -57206.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -57208.015625 Penalty: 671.489746
	Iteration 20F: 3 clusters Score -57208.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -57209.265625 Penalty: 671.489746
	Iteration 21Q: 3 clusters Score -57209.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -57211.312500 Penalty: 671.489746
	Iteration 22Q: 3 clusters Score -57211.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -57212.011719 Penalty: 671.489746
	Iteration 23Q: 3 clusters Score -57212.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -57212.402344 Penalty: 671.489746
	Iteration 24Q: 3 clusters Score -57212.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -57214.386719 Penalty: 671.489746
	Iteration 25Q: 3 clusters Score -57214.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -57217.726562 Penalty: 671.489746
	Iteration 26Q: 3 clusters Score -57217.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -57219.750000 Penalty: 671.489746
	Iteration 27Q: 3 clusters Score -57219.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -57220.585938 Penalty: 671.489746
	Iteration 28Q: 3 clusters Score -57220.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -57221.593750 Penalty: 671.489746
	Iteration 29Q: 3 clusters Score -57221.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -57222.320312 Penalty: 671.489746
	Iteration 30Q: 3 clusters Score -57222.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -57222.777344 Penalty: 671.489746
	Iteration 31Q: 3 clusters Score -57222.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -57223.480469 Penalty: 671.489746
	Iteration 32Q: 3 clusters Score -57223.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -57224.691406 Penalty: 671.489746
	Iteration 33Q: 3 clusters Score -57224.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -57227.503906 Penalty: 671.489746
	Iteration 34Q: 3 clusters Score -57227.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -57232.890625 Penalty: 671.489746
	Iteration 35Q: 3 clusters Score -57232.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -57240.203125 Penalty: 671.489746
	Iteration 36Q: 3 clusters Score -57240.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -57246.113281 Penalty: 671.489746
	Iteration 37Q: 3 clusters Score -57246.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -57254.894531 Penalty: 671.489746
	Iteration 38Q: 3 clusters Score -57254.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -57267.035156 Penalty: 671.489746
	Iteration 39Q: 3 clusters Score -57267.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -57280.609375 Penalty: 671.489746
	Iteration 40F: 3 clusters Score -57280.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -57286.761719 Penalty: 671.489746
	Iteration 41Q: 3 clusters Score -57286.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -57289.593750 Penalty: 671.489746
	Iteration 42Q: 3 clusters Score -57289.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -57291.566406 Penalty: 671.489746
	Iteration 43Q: 3 clusters Score -57291.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -57293.062500 Penalty: 671.489746
	Iteration 44Q: 3 clusters Score -57293.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -57293.910156 Penalty: 671.489746
	Iteration 45Q: 3 clusters Score -57293.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -57295.609375 Penalty: 671.489746
	Iteration 46Q: 3 clusters Score -57295.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -57297.183594 Penalty: 671.489746
	Iteration 47Q: 3 clusters Score -57297.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -57297.890625 Penalty: 671.489746
	Iteration 48Q: 3 clusters Score -57297.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -57298.636719 Penalty: 671.489746
	Iteration 49Q: 3 clusters Score -57298.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -57299.152344 Penalty: 671.489746
	Iteration 50Q: 3 clusters Score -57299.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -57299.265625 Penalty: 671.489746
	Iteration 51Q: 3 clusters Score -57299.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -57299.265625 Penalty: 671.489746
	Iteration 52F: 3 clusters Score -57299.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -64170.808594 Penalty: 335.459961
	Iteration 0F: 2 clusters Score -64170.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -62973.832031 Penalty: 670.919922
	Iteration 0F: 3 clusters Score -62973.83 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -63378.238281 Penalty: 670.919922
	Iteration 1F: 3 clusters Score -63378.24 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -63459.500000 Penalty: 670.919922
	Iteration 2F: 3 clusters Score -63459.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -63535.000000 Penalty: 670.919922
	Iteration 3F: 3 clusters Score -63535 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -63606.589844 Penalty: 670.919922
	Iteration 4F: 3 clusters Score -63606.59 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -63673.656250 Penalty: 670.919922
	Iteration 5F: 3 clusters Score -63673.66 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -63735.664062 Penalty: 670.919922
	Iteration 6F: 3 clusters Score -63735.66 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -63773.140625 Penalty: 670.919922
	Iteration 7Q: 3 clusters Score -63773.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -63793.316406 Penalty: 670.919922
	Iteration 8Q: 3 clusters Score -63793.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -63808.699219 Penalty: 670.919922
	Iteration 9Q: 3 clusters Score -63808.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -63823.417969 Penalty: 670.919922
	Iteration 10Q: 3 clusters Score -63823.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -63833.238281 Penalty: 670.919922
	Iteration 11Q: 3 clusters Score -63833.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -63839.539062 Penalty: 670.919922
	Iteration 12Q: 3 clusters Score -63839.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -63848.203125 Penalty: 670.919922
	Iteration 13Q: 3 clusters Score -63848.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -63856.230469 Penalty: 670.919922
	Iteration 14Q: 3 clusters Score -63856.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -63861.421875 Penalty: 670.919922
	Iteration 15Q: 3 clusters Score -63861.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -63862.929688 Penalty: 670.919922
	Iteration 16Q: 3 clusters Score -63862.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -63863.890625 Penalty: 670.919922
	Iteration 17Q: 3 clusters Score -63863.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -63865.097656 Penalty: 670.919922
	Iteration 18Q: 3 clusters Score -63865.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -63866.007812 Penalty: 670.919922
	Iteration 19Q: 3 clusters Score -63866.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -63866.542969 Penalty: 670.919922
	Iteration 20F: 3 clusters Score -63866.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -63866.925781 Penalty: 670.919922
	Iteration 21Q: 3 clusters Score -63866.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -63867.550781 Penalty: 670.919922
	Iteration 22Q: 3 clusters Score -63867.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -63867.636719 Penalty: 670.919922
	Iteration 23Q: 3 clusters Score -63867.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -63867.636719 Penalty: 670.919922
	Iteration 24F: 3 clusters Score -63867.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Entering Unmasked Estep 
Score: -1014008.125000 Penalty: 463.433533
	Iteration 0F: 2 clusters Score -1014008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -996142.750000 Penalty: 926.867065
	Iteration 0F: 3 clusters Score -996142.8 nChanged 12789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1003745.875000 Penalty: 926.867065
	Iteration 1F: 3 clusters Score -1003746 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1004395.812500 Penalty: 926.867065
	Iteration 2F: 3 clusters Score -1004396 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1005257.312500 Penalty: 926.867065
	Iteration 3F: 3 clusters Score -1005257 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1006379.125000 Penalty: 926.867065
	Iteration 4F: 3 clusters Score -1006379 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1007594.750000 Penalty: 926.867065
	Iteration 5F: 3 clusters Score -1007595 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1008737.937500 Penalty: 926.867065
	Iteration 6F: 3 clusters Score -1008738 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -1009509.687500 Penalty: 926.867065
	Iteration 7Q: 3 clusters Score -1009510 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -1009896.437500 Penalty: 926.867065
	Iteration 8Q: 3 clusters Score -1009896 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -1010152.562500 Penalty: 926.867065
	Iteration 9Q: 3 clusters Score -1010153 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -1010355.125000 Penalty: 926.867065
	Iteration 10Q: 3 clusters Score -1010355 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -1010547.750000 Penalty: 926.867065
	Iteration 11Q: 3 clusters Score -1010548 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -1010746.000000 Penalty: 926.867065
	Iteration 12Q: 3 clusters Score -1010746 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -1010924.125000 Penalty: 926.867065
	Iteration 13Q: 3 clusters Score -1010924 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -1011093.375000 Penalty: 926.867065
	Iteration 14Q: 3 clusters Score -1011093 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -1011256.375000 Penalty: 926.867065
	Iteration 15Q: 3 clusters Score -1011256 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -1011437.562500 Penalty: 926.867065
	Iteration 16Q: 3 clusters Score -1011438 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -1011616.125000 Penalty: 926.867065
	Iteration 17Q: 3 clusters Score -1011616 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -1011782.312500 Penalty: 926.867065
	Iteration 18Q: 3 clusters Score -1011782 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -1011949.875000 Penalty: 926.867065
	Iteration 19Q: 3 clusters Score -1011950 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -1012105.375000 Penalty: 926.867065
	Iteration 20F: 3 clusters Score -1012105 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -1012225.937500 Penalty: 926.867065
	Iteration 21Q: 3 clusters Score -1012226 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -1012325.062500 Penalty: 926.867065
	Iteration 22Q: 3 clusters Score -1012325 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -1012419.625000 Penalty: 926.867065
	Iteration 23Q: 3 clusters Score -1012420 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -1012509.875000 Penalty: 926.867065
	Iteration 24Q: 3 clusters Score -1012510 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -1012611.937500 Penalty: 926.867065
	Iteration 25Q: 3 clusters Score -1012612 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -1012701.562500 Penalty: 926.867065
	Iteration 26Q: 3 clusters Score -1012702 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -1012810.812500 Penalty: 926.867065
	Iteration 27Q: 3 clusters Score -1012811 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -1012911.625000 Penalty: 926.867065
	Iteration 28Q: 3 clusters Score -1012912 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -1013011.250000 Penalty: 926.867065
	Iteration 29Q: 3 clusters Score -1013011 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -1013113.625000 Penalty: 926.867065
	Iteration 30Q: 3 clusters Score -1013114 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -1013214.812500 Penalty: 926.867065
	Iteration 31Q: 3 clusters Score -1013215 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -1013306.125000 Penalty: 926.867065
	Iteration 32Q: 3 clusters Score -1013306 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -1013374.875000 Penalty: 926.867065
	Iteration 33Q: 3 clusters Score -1013375 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -1013430.562500 Penalty: 926.867065
	Iteration 34Q: 3 clusters Score -1013431 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -1013486.062500 Penalty: 926.867065
	Iteration 35Q: 3 clusters Score -1013486 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -1013539.812500 Penalty: 926.867065
	Iteration 36Q: 3 clusters Score -1013540 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -1013593.250000 Penalty: 926.867065
	Iteration 37Q: 3 clusters Score -1013593 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -1013621.375000 Penalty: 926.867065
	Iteration 38Q: 3 clusters Score -1013621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -1013633.187500 Penalty: 926.867065
	Iteration 39Q: 3 clusters Score -1013633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -1013638.625000 Penalty: 926.867065
	Iteration 40F: 3 clusters Score -1013639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -1013647.625000 Penalty: 926.867065
	Iteration 41Q: 3 clusters Score -1013648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -1013655.250000 Penalty: 926.867065
	Iteration 42Q: 3 clusters Score -1013655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -1013661.937500 Penalty: 926.867065
	Iteration 43Q: 3 clusters Score -1013662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -1013667.625000 Penalty: 926.867065
	Iteration 44Q: 3 clusters Score -1013668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -1013669.500000 Penalty: 926.867065
	Iteration 45Q: 3 clusters Score -1013670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -1013676.062500 Penalty: 926.867065
	Iteration 46Q: 3 clusters Score -1013676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -1013678.500000 Penalty: 926.867065
	Iteration 47Q: 3 clusters Score -1013678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -1013683.187500 Penalty: 926.867065
	Iteration 48Q: 3 clusters Score -1013683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -1013688.187500 Penalty: 926.867065
	Iteration 49Q: 3 clusters Score -1013688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -1013691.250000 Penalty: 926.867065
	Iteration 50Q: 3 clusters Score -1013691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -1013695.500000 Penalty: 926.867065
	Iteration 51Q: 3 clusters Score -1013696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -1013700.750000 Penalty: 926.867065
	Iteration 52Q: 3 clusters Score -1013701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -1013708.000000 Penalty: 926.867065
	Iteration 53Q: 3 clusters Score -1013708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -1013717.875000 Penalty: 926.867065
	Iteration 54Q: 3 clusters Score -1013718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -1013728.750000 Penalty: 926.867065
	Iteration 55Q: 3 clusters Score -1013729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -1013732.687500 Penalty: 926.867065
	Iteration 56Q: 3 clusters Score -1013733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -1013733.687500 Penalty: 926.867065
	Iteration 57Q: 3 clusters Score -1013734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -1013733.562500 Penalty: 926.867065
	Iteration 58Q: 3 clusters Score -1013734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -1013733.687500 Penalty: 926.867065
	Iteration 59Q: 3 clusters Score -1013734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -1013733.937500 Penalty: 926.867065
	Iteration 60F: 3 clusters Score -1013734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -1013734.187500 Penalty: 926.867065
	Iteration 61Q: 3 clusters Score -1013734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -1013735.250000 Penalty: 926.867065
	Iteration 62Q: 3 clusters Score -1013735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -1013735.312500 Penalty: 926.867065
	Iteration 63Q: 3 clusters Score -1013735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -1013735.312500 Penalty: 926.867065
	Iteration 64Q: 3 clusters Score -1013735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -1013735.312500 Penalty: 926.867065
	Iteration 65F: 3 clusters Score -1013735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Entering Unmasked Estep 
Score: -118015.515625 Penalty: 364.682343
	Iteration 0F: 2 clusters Score -118015.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -115919.984375 Penalty: 729.364685
	Iteration 0F: 3 clusters Score -115920 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -116594.414062 Penalty: 729.364685
	Iteration 1F: 3 clusters Score -116594.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -116692.515625 Penalty: 729.364685
	Iteration 2F: 3 clusters Score -116692.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -116806.914062 Penalty: 729.364685
	Iteration 3F: 3 clusters Score -116806.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -116918.593750 Penalty: 729.364685
	Iteration 4F: 3 clusters Score -116918.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -117061.296875 Penalty: 729.364685
	Iteration 5F: 3 clusters Score -117061.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -117197.382812 Penalty: 729.364685
	Iteration 6F: 3 clusters Score -117197.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -117307.828125 Penalty: 729.364685
	Iteration 7Q: 3 clusters Score -117307.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -117411.281250 Penalty: 729.364685
	Iteration 8Q: 3 clusters Score -117411.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -117482.828125 Penalty: 729.364685
	Iteration 9Q: 3 clusters Score -117482.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -117535.304688 Penalty: 729.364685
	Iteration 10Q: 3 clusters Score -117535.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -117581.039062 Penalty: 729.364685
	Iteration 11Q: 3 clusters Score -117581 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -117623.367188 Penalty: 729.364685
	Iteration 12Q: 3 clusters Score -117623.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -117658.320312 Penalty: 729.364685
	Iteration 13Q: 3 clusters Score -117658.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -117683.531250 Penalty: 729.364685
	Iteration 14Q: 3 clusters Score -117683.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -117697.507812 Penalty: 729.364685
	Iteration 15Q: 3 clusters Score -117697.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -117699.960938 Penalty: 729.364685
	Iteration 16Q: 3 clusters Score -117700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -117702.476562 Penalty: 729.364685
	Iteration 17Q: 3 clusters Score -117702.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -117705.921875 Penalty: 729.364685
	Iteration 18Q: 3 clusters Score -117705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -117711.078125 Penalty: 729.364685
	Iteration 19Q: 3 clusters Score -117711.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -117713.085938 Penalty: 729.364685
	Iteration 20F: 3 clusters Score -117713.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -117713.625000 Penalty: 729.364685
	Iteration 21Q: 3 clusters Score -117713.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -117714.929688 Penalty: 729.364685
	Iteration 22Q: 3 clusters Score -117714.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -117714.929688 Penalty: 729.364685
	Iteration 23F: 3 clusters Score -117714.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Entering Unmasked Estep 
Score: -140537.531250 Penalty: 371.730591
	Iteration 0F: 2 clusters Score -140537.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -138115.140625 Penalty: 743.461182
	Iteration 0F: 3 clusters Score -138115.1 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -139001.921875 Penalty: 743.461182
	Iteration 1F: 3 clusters Score -139001.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -139128.328125 Penalty: 743.461182
	Iteration 2F: 3 clusters Score -139128.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -139253.015625 Penalty: 743.461182
	Iteration 3F: 3 clusters Score -139253 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -139378.796875 Penalty: 743.461182
	Iteration 4Q: 3 clusters Score -139378.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -139526.125000 Penalty: 743.461182
	Iteration 5F: 3 clusters Score -139526.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -139663.718750 Penalty: 743.461182
	Iteration 6F: 3 clusters Score -139663.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -139782.531250 Penalty: 743.461182
	Iteration 7Q: 3 clusters Score -139782.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -139872.468750 Penalty: 743.461182
	Iteration 8Q: 3 clusters Score -139872.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -139930.328125 Penalty: 743.461182
	Iteration 9Q: 3 clusters Score -139930.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -139973.546875 Penalty: 743.461182
	Iteration 10Q: 3 clusters Score -139973.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -140019.515625 Penalty: 743.461182
	Iteration 11Q: 3 clusters Score -140019.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -140057.328125 Penalty: 743.461182
	Iteration 12Q: 3 clusters Score -140057.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -140087.187500 Penalty: 743.461182
	Iteration 13Q: 3 clusters Score -140087.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -140110.375000 Penalty: 743.461182
	Iteration 14Q: 3 clusters Score -140110.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -140133.937500 Penalty: 743.461182
	Iteration 15Q: 3 clusters Score -140133.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -140151.859375 Penalty: 743.461182
	Iteration 16Q: 3 clusters Score -140151.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -140166.390625 Penalty: 743.461182
	Iteration 17Q: 3 clusters Score -140166.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -140175.406250 Penalty: 743.461182
	Iteration 18Q: 3 clusters Score -140175.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -140181.609375 Penalty: 743.461182
	Iteration 19Q: 3 clusters Score -140181.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -140189.203125 Penalty: 743.461182
	Iteration 20F: 3 clusters Score -140189.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -140196.343750 Penalty: 743.461182
	Iteration 21Q: 3 clusters Score -140196.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -140205.718750 Penalty: 743.461182
	Iteration 22Q: 3 clusters Score -140205.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -140212.671875 Penalty: 743.461182
	Iteration 23Q: 3 clusters Score -140212.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -140214.265625 Penalty: 743.461182
	Iteration 24Q: 3 clusters Score -140214.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -140215.875000 Penalty: 743.461182
	Iteration 25Q: 3 clusters Score -140215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -140216.750000 Penalty: 743.461182
	Iteration 26Q: 3 clusters Score -140216.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -140217.718750 Penalty: 743.461182
	Iteration 27Q: 3 clusters Score -140217.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -140217.828125 Penalty: 743.461182
	Iteration 28Q: 3 clusters Score -140217.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -140217.828125 Penalty: 743.461182
	Iteration 29F: 3 clusters Score -140217.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Entering Unmasked Estep 
Score: -507350.625000 Penalty: 428.474823
	Iteration 0F: 2 clusters Score -507350.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -499185.500000 Penalty: 856.949646
	Iteration 0F: 3 clusters Score -499185.5 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -502838.375000 Penalty: 856.949646
	Iteration 1F: 3 clusters Score -502838.4 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -503189.812500 Penalty: 856.949646
	Iteration 2F: 3 clusters Score -503189.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -503510.656250 Penalty: 856.949646
	Iteration 3F: 3 clusters Score -503510.7 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -503816.125000 Penalty: 856.949646
	Iteration 4F: 3 clusters Score -503816.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -504118.281250 Penalty: 856.949646
	Iteration 5Q: 3 clusters Score -504118.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -504415.031250 Penalty: 856.949646
	Iteration 6Q: 3 clusters Score -504415 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -504674.156250 Penalty: 856.949646
	Iteration 7Q: 3 clusters Score -504674.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -504841.500000 Penalty: 856.949646
	Iteration 8Q: 3 clusters Score -504841.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -504924.062500 Penalty: 856.949646
	Iteration 9Q: 3 clusters Score -504924.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -504970.062500 Penalty: 856.949646
	Iteration 10Q: 3 clusters Score -504970.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -505007.437500 Penalty: 856.949646
	Iteration 11Q: 3 clusters Score -505007.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -505037.281250 Penalty: 856.949646
	Iteration 12Q: 3 clusters Score -505037.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -505060.718750 Penalty: 856.949646
	Iteration 13Q: 3 clusters Score -505060.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -505085.625000 Penalty: 856.949646
	Iteration 14Q: 3 clusters Score -505085.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -505107.625000 Penalty: 856.949646
	Iteration 15Q: 3 clusters Score -505107.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -505130.968750 Penalty: 856.949646
	Iteration 16Q: 3 clusters Score -505131 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -505158.062500 Penalty: 856.949646
	Iteration 17Q: 3 clusters Score -505158.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -505192.968750 Penalty: 856.949646
	Iteration 18Q: 3 clusters Score -505193 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -505224.000000 Penalty: 856.949646
	Iteration 19Q: 3 clusters Score -505224 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -505257.468750 Penalty: 856.949646
	Iteration 20F: 3 clusters Score -505257.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -505292.375000 Penalty: 856.949646
	Iteration 21Q: 3 clusters Score -505292.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -505325.531250 Penalty: 856.949646
	Iteration 22Q: 3 clusters Score -505325.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -505353.500000 Penalty: 856.949646
	Iteration 23Q: 3 clusters Score -505353.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -505376.937500 Penalty: 856.949646
	Iteration 24Q: 3 clusters Score -505376.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -505407.968750 Penalty: 856.949646
	Iteration 25Q: 3 clusters Score -505408 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -505449.093750 Penalty: 856.949646
	Iteration 26Q: 3 clusters Score -505449.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -505491.406250 Penalty: 856.949646
	Iteration 27Q: 3 clusters Score -505491.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -505540.656250 Penalty: 856.949646
	Iteration 28Q: 3 clusters Score -505540.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -505600.437500 Penalty: 856.949646
	Iteration 29Q: 3 clusters Score -505600.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -505662.812500 Penalty: 856.949646
	Iteration 30Q: 3 clusters Score -505662.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -505718.468750 Penalty: 856.949646
	Iteration 31Q: 3 clusters Score -505718.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -505790.375000 Penalty: 856.949646
	Iteration 32Q: 3 clusters Score -505790.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -505855.531250 Penalty: 856.949646
	Iteration 33Q: 3 clusters Score -505855.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -505906.093750 Penalty: 856.949646
	Iteration 34Q: 3 clusters Score -505906.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -505955.312500 Penalty: 856.949646
	Iteration 35Q: 3 clusters Score -505955.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -506005.687500 Penalty: 856.949646
	Iteration 36Q: 3 clusters Score -506005.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -506051.250000 Penalty: 856.949646
	Iteration 37Q: 3 clusters Score -506051.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -506093.406250 Penalty: 856.949646
	Iteration 38Q: 3 clusters Score -506093.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -506137.875000 Penalty: 856.949646
	Iteration 39Q: 3 clusters Score -506137.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -506179.468750 Penalty: 856.949646
	Iteration 40F: 3 clusters Score -506179.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -506227.343750 Penalty: 856.949646
	Iteration 41Q: 3 clusters Score -506227.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -506261.625000 Penalty: 856.949646
	Iteration 42Q: 3 clusters Score -506261.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -506290.125000 Penalty: 856.949646
	Iteration 43Q: 3 clusters Score -506290.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -506315.500000 Penalty: 856.949646
	Iteration 44Q: 3 clusters Score -506315.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -506341.500000 Penalty: 856.949646
	Iteration 45Q: 3 clusters Score -506341.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -506374.000000 Penalty: 856.949646
	Iteration 46Q: 3 clusters Score -506374 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -506396.562500 Penalty: 856.949646
	Iteration 47Q: 3 clusters Score -506396.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -506414.937500 Penalty: 856.949646
	Iteration 48Q: 3 clusters Score -506414.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -506434.187500 Penalty: 856.949646
	Iteration 49Q: 3 clusters Score -506434.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -506451.687500 Penalty: 856.949646
	Iteration 50Q: 3 clusters Score -506451.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -506467.718750 Penalty: 856.949646
	Iteration 51Q: 3 clusters Score -506467.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -506484.156250 Penalty: 856.949646
	Iteration 52Q: 3 clusters Score -506484.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -506505.281250 Penalty: 856.949646
	Iteration 53Q: 3 clusters Score -506505.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -506532.937500 Penalty: 856.949646
	Iteration 54Q: 3 clusters Score -506532.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -506555.500000 Penalty: 856.949646
	Iteration 55Q: 3 clusters Score -506555.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -506578.468750 Penalty: 856.949646
	Iteration 56Q: 3 clusters Score -506578.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -506602.968750 Penalty: 856.949646
	Iteration 57Q: 3 clusters Score -506603 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -506633.187500 Penalty: 856.949646
	Iteration 58Q: 3 clusters Score -506633.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -506667.875000 Penalty: 856.949646
	Iteration 59Q: 3 clusters Score -506667.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -506698.843750 Penalty: 856.949646
	Iteration 60F: 3 clusters Score -506698.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -506728.718750 Penalty: 856.949646
	Iteration 61Q: 3 clusters Score -506728.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -506760.437500 Penalty: 856.949646
	Iteration 62Q: 3 clusters Score -506760.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -506787.156250 Penalty: 856.949646
	Iteration 63Q: 3 clusters Score -506787.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -506810.187500 Penalty: 856.949646
	Iteration 64Q: 3 clusters Score -506810.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -506831.812500 Penalty: 856.949646
	Iteration 65Q: 3 clusters Score -506831.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -506853.750000 Penalty: 856.949646
	Iteration 66Q: 3 clusters Score -506853.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -506872.812500 Penalty: 856.949646
	Iteration 67Q: 3 clusters Score -506872.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -506891.000000 Penalty: 856.949646
	Iteration 68Q: 3 clusters Score -506891 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -506915.250000 Penalty: 856.949646
	Iteration 69Q: 3 clusters Score -506915.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -506931.687500 Penalty: 856.949646
	Iteration 70Q: 3 clusters Score -506931.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -506941.937500 Penalty: 856.949646
	Iteration 71Q: 3 clusters Score -506941.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -506954.500000 Penalty: 856.949646
	Iteration 72Q: 3 clusters Score -506954.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -506969.250000 Penalty: 856.949646
	Iteration 73Q: 3 clusters Score -506969.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -506982.906250 Penalty: 856.949646
	Iteration 74Q: 3 clusters Score -506982.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -506993.187500 Penalty: 856.949646
	Iteration 75Q: 3 clusters Score -506993.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -507000.843750 Penalty: 856.949646
	Iteration 76Q: 3 clusters Score -507000.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -507008.375000 Penalty: 856.949646
	Iteration 77Q: 3 clusters Score -507008.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -507017.250000 Penalty: 856.949646
	Iteration 78Q: 3 clusters Score -507017.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -507022.968750 Penalty: 856.949646
	Iteration 79Q: 3 clusters Score -507023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -507025.531250 Penalty: 856.949646
	Iteration 80F: 3 clusters Score -507025.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -507026.375000 Penalty: 856.949646
	Iteration 81Q: 3 clusters Score -507026.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -507026.187500 Penalty: 856.949646
	Iteration 82Q: 3 clusters Score -507026.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -507026.187500 Penalty: 856.949646
	Iteration 83Q: 3 clusters Score -507026.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -507026.187500 Penalty: 856.949646
	Iteration 84F: 3 clusters Score -507026.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -21351.890625 Penalty: 293.424469
	Iteration 0F: 2 clusters Score -21351.89 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 342 members 
Entering Unmasked Estep 
Score: -20763.087891 Penalty: 586.848938
	Iteration 0F: 3 clusters Score -20763.09 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -20988.009766 Penalty: 586.848938
	Iteration 1F: 3 clusters Score -20988.01 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -21036.878906 Penalty: 586.848938
	Iteration 2F: 3 clusters Score -21036.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -21059.931641 Penalty: 586.848938
	Iteration 3Q: 3 clusters Score -21059.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -21070.224609 Penalty: 586.848938
	Iteration 4Q: 3 clusters Score -21070.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -21087.847656 Penalty: 586.848938
	Iteration 5Q: 3 clusters Score -21087.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -21096.798828 Penalty: 586.848938
	Iteration 6Q: 3 clusters Score -21096.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -21117.296875 Penalty: 586.848938
	Iteration 7Q: 3 clusters Score -21117.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -21137.054688 Penalty: 586.848938
	Iteration 8Q: 3 clusters Score -21137.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -21159.056641 Penalty: 586.848938
	Iteration 9Q: 3 clusters Score -21159.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -21172.843750 Penalty: 586.848938
	Iteration 10Q: 3 clusters Score -21172.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -21182.412109 Penalty: 586.848938
	Iteration 11Q: 3 clusters Score -21182.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -21187.875000 Penalty: 586.848938
	Iteration 12Q: 3 clusters Score -21187.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -21195.695312 Penalty: 586.848938
	Iteration 13Q: 3 clusters Score -21195.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -21204.181641 Penalty: 586.848938
	Iteration 14Q: 3 clusters Score -21204.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -21205.261719 Penalty: 586.848938
	Iteration 15Q: 3 clusters Score -21205.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -21206.933594 Penalty: 586.848938
	Iteration 16Q: 3 clusters Score -21206.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -21208.607422 Penalty: 586.848938
	Iteration 17Q: 3 clusters Score -21208.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -21208.945312 Penalty: 586.848938
	Iteration 18Q: 3 clusters Score -21208.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -21209.064453 Penalty: 586.848938
	Iteration 19Q: 3 clusters Score -21209.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -21209.439453 Penalty: 586.848938
	Iteration 20F: 3 clusters Score -21209.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -21215.724609 Penalty: 586.848938
	Iteration 21Q: 3 clusters Score -21215.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -21216.255859 Penalty: 586.848938
	Iteration 22Q: 3 clusters Score -21216.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -21216.255859 Penalty: 586.848938
	Iteration 23F: 3 clusters Score -21216.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Entering Unmasked Estep 
Score: -246349.078125 Penalty: 397.561371
	Iteration 0F: 2 clusters Score -246349.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -242130.859375 Penalty: 795.122742
	Iteration 0F: 3 clusters Score -242130.9 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -243986.765625 Penalty: 795.122742
	Iteration 1F: 3 clusters Score -243986.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -244330.015625 Penalty: 795.122742
	Iteration 2F: 3 clusters Score -244330 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -244638.312500 Penalty: 795.122742
	Iteration 3F: 3 clusters Score -244638.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -244918.562500 Penalty: 795.122742
	Iteration 4F: 3 clusters Score -244918.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -245200.578125 Penalty: 795.122742
	Iteration 5F: 3 clusters Score -245200.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -245458.921875 Penalty: 795.122742
	Iteration 6F: 3 clusters Score -245458.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -245658.625000 Penalty: 795.122742
	Iteration 7Q: 3 clusters Score -245658.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -245818.046875 Penalty: 795.122742
	Iteration 8Q: 3 clusters Score -245818 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -245977.296875 Penalty: 795.122742
	Iteration 9Q: 3 clusters Score -245977.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -246107.390625 Penalty: 795.122742
	Iteration 10Q: 3 clusters Score -246107.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -246162.750000 Penalty: 795.122742
	Iteration 11Q: 3 clusters Score -246162.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -246179.765625 Penalty: 795.122742
	Iteration 12Q: 3 clusters Score -246179.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -246187.234375 Penalty: 795.122742
	Iteration 13Q: 3 clusters Score -246187.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -246194.468750 Penalty: 795.122742
	Iteration 14Q: 3 clusters Score -246194.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -246199.281250 Penalty: 795.122742
	Iteration 15Q: 3 clusters Score -246199.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -246203.421875 Penalty: 795.122742
	Iteration 16Q: 3 clusters Score -246203.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -246206.921875 Penalty: 795.122742
	Iteration 17Q: 3 clusters Score -246206.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -246208.640625 Penalty: 795.122742
	Iteration 18Q: 3 clusters Score -246208.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -246209.484375 Penalty: 795.122742
	Iteration 19Q: 3 clusters Score -246209.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -246211.000000 Penalty: 795.122742
	Iteration 20F: 3 clusters Score -246211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -246211.171875 Penalty: 795.122742
	Iteration 21Q: 3 clusters Score -246211.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -246211.281250 Penalty: 795.122742
	Iteration 22Q: 3 clusters Score -246211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -246211.406250 Penalty: 795.122742
	Iteration 23Q: 3 clusters Score -246211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -246212.312500 Penalty: 795.122742
	Iteration 24Q: 3 clusters Score -246212.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -246213.031250 Penalty: 795.122742
	Iteration 25Q: 3 clusters Score -246213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -246213.500000 Penalty: 795.122742
	Iteration 26Q: 3 clusters Score -246213.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -246213.796875 Penalty: 795.122742
	Iteration 27Q: 3 clusters Score -246213.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -246213.796875 Penalty: 795.122742
	Iteration 28F: 3 clusters Score -246213.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Entering Unmasked Estep 
Score: -175237.140625 Penalty: 382.178864
	Iteration 0F: 2 clusters Score -175237.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -172177.953125 Penalty: 764.357727
	Iteration 0F: 3 clusters Score -172178 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -173467.687500 Penalty: 764.357727
	Iteration 1F: 3 clusters Score -173467.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -173631.281250 Penalty: 764.357727
	Iteration 2F: 3 clusters Score -173631.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -173786.906250 Penalty: 764.357727
	Iteration 3F: 3 clusters Score -173786.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -173923.984375 Penalty: 764.357727
	Iteration 4F: 3 clusters Score -173924 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -174109.312500 Penalty: 764.357727
	Iteration 5F: 3 clusters Score -174109.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -174272.312500 Penalty: 764.357727
	Iteration 6F: 3 clusters Score -174272.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -174391.093750 Penalty: 764.357727
	Iteration 7Q: 3 clusters Score -174391.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -174453.828125 Penalty: 764.357727
	Iteration 8Q: 3 clusters Score -174453.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -174485.875000 Penalty: 764.357727
	Iteration 9Q: 3 clusters Score -174485.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -174504.765625 Penalty: 764.357727
	Iteration 10Q: 3 clusters Score -174504.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -174519.812500 Penalty: 764.357727
	Iteration 11Q: 3 clusters Score -174519.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -174533.484375 Penalty: 764.357727
	Iteration 12Q: 3 clusters Score -174533.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -174546.625000 Penalty: 764.357727
	Iteration 13Q: 3 clusters Score -174546.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -174570.234375 Penalty: 764.357727
	Iteration 14Q: 3 clusters Score -174570.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -174596.078125 Penalty: 764.357727
	Iteration 15Q: 3 clusters Score -174596.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -174608.140625 Penalty: 764.357727
	Iteration 16Q: 3 clusters Score -174608.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -174619.078125 Penalty: 764.357727
	Iteration 17Q: 3 clusters Score -174619.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -174630.437500 Penalty: 764.357727
	Iteration 18Q: 3 clusters Score -174630.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -174639.703125 Penalty: 764.357727
	Iteration 19Q: 3 clusters Score -174639.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -174650.359375 Penalty: 764.357727
	Iteration 20F: 3 clusters Score -174650.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -174659.062500 Penalty: 764.357727
	Iteration 21Q: 3 clusters Score -174659.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -174669.000000 Penalty: 764.357727
	Iteration 22Q: 3 clusters Score -174669 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -174677.703125 Penalty: 764.357727
	Iteration 23Q: 3 clusters Score -174677.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -174688.968750 Penalty: 764.357727
	Iteration 24Q: 3 clusters Score -174689 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -174703.359375 Penalty: 764.357727
	Iteration 25Q: 3 clusters Score -174703.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -174712.656250 Penalty: 764.357727
	Iteration 26Q: 3 clusters Score -174712.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -174722.750000 Penalty: 764.357727
	Iteration 27Q: 3 clusters Score -174722.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -174734.546875 Penalty: 764.357727
	Iteration 28Q: 3 clusters Score -174734.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -174743.218750 Penalty: 764.357727
	Iteration 29Q: 3 clusters Score -174743.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -174753.000000 Penalty: 764.357727
	Iteration 30Q: 3 clusters Score -174753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -174760.890625 Penalty: 764.357727
	Iteration 31Q: 3 clusters Score -174760.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -174770.375000 Penalty: 764.357727
	Iteration 32Q: 3 clusters Score -174770.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -174777.921875 Penalty: 764.357727
	Iteration 33Q: 3 clusters Score -174777.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -174786.828125 Penalty: 764.357727
	Iteration 34Q: 3 clusters Score -174786.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -174792.484375 Penalty: 764.357727
	Iteration 35Q: 3 clusters Score -174792.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -174800.812500 Penalty: 764.357727
	Iteration 36Q: 3 clusters Score -174800.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -174809.359375 Penalty: 764.357727
	Iteration 37Q: 3 clusters Score -174809.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -174815.671875 Penalty: 764.357727
	Iteration 38Q: 3 clusters Score -174815.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -174822.015625 Penalty: 764.357727
	Iteration 39Q: 3 clusters Score -174822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -174825.984375 Penalty: 764.357727
	Iteration 40F: 3 clusters Score -174826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -174829.078125 Penalty: 764.357727
	Iteration 41Q: 3 clusters Score -174829.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -174833.359375 Penalty: 764.357727
	Iteration 42Q: 3 clusters Score -174833.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -174838.031250 Penalty: 764.357727
	Iteration 43Q: 3 clusters Score -174838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -174841.000000 Penalty: 764.357727
	Iteration 44Q: 3 clusters Score -174841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -174844.140625 Penalty: 764.357727
	Iteration 45Q: 3 clusters Score -174844.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -174845.125000 Penalty: 764.357727
	Iteration 46Q: 3 clusters Score -174845.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -174846.218750 Penalty: 764.357727
	Iteration 47Q: 3 clusters Score -174846.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -174846.328125 Penalty: 764.357727
	Iteration 48Q: 3 clusters Score -174846.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -174847.328125 Penalty: 764.357727
	Iteration 49Q: 3 clusters Score -174847.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -174847.609375 Penalty: 764.357727
	Iteration 50Q: 3 clusters Score -174847.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -174848.468750 Penalty: 764.357727
	Iteration 51Q: 3 clusters Score -174848.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -174848.343750 Penalty: 764.357727
	Iteration 52Q: 3 clusters Score -174848.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -174848.687500 Penalty: 764.357727
	Iteration 53Q: 3 clusters Score -174848.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -174848.953125 Penalty: 764.357727
	Iteration 54Q: 3 clusters Score -174849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -174848.671875 Penalty: 764.357727
	Iteration 55Q: 3 clusters Score -174848.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -174848.671875 Penalty: 764.357727
	Iteration 56F: 3 clusters Score -174848.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -86588.835938 Penalty: 347.909088
	Iteration 0F: 2 clusters Score -86588.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -85064.046875 Penalty: 695.818176
	Iteration 0F: 3 clusters Score -85064.05 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -85547.617188 Penalty: 695.818176
	Iteration 1F: 3 clusters Score -85547.62 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -85617.015625 Penalty: 695.818176
	Iteration 2F: 3 clusters Score -85617.02 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -85694.132812 Penalty: 695.818176
	Iteration 3F: 3 clusters Score -85694.13 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -85777.562500 Penalty: 695.818176
	Iteration 4F: 3 clusters Score -85777.56 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -85869.390625 Penalty: 695.818176
	Iteration 5F: 3 clusters Score -85869.39 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -85945.984375 Penalty: 695.818176
	Iteration 6Q: 3 clusters Score -85945.98 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -86024.726562 Penalty: 695.818176
	Iteration 7Q: 3 clusters Score -86024.73 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -86094.414062 Penalty: 695.818176
	Iteration 8Q: 3 clusters Score -86094.41 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -86149.960938 Penalty: 695.818176
	Iteration 9Q: 3 clusters Score -86149.96 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -86180.195312 Penalty: 695.818176
	Iteration 10Q: 3 clusters Score -86180.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -86213.359375 Penalty: 695.818176
	Iteration 11Q: 3 clusters Score -86213.36 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -86254.945312 Penalty: 695.818176
	Iteration 12Q: 3 clusters Score -86254.95 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -86299.789062 Penalty: 695.818176
	Iteration 13Q: 3 clusters Score -86299.79 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -86350.820312 Penalty: 695.818176
	Iteration 14Q: 3 clusters Score -86350.82 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -86398.507812 Penalty: 695.818176
	Iteration 15Q: 3 clusters Score -86398.51 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -86429.312500 Penalty: 695.818176
	Iteration 16Q: 3 clusters Score -86429.31 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -86446.703125 Penalty: 695.818176
	Iteration 17Q: 3 clusters Score -86446.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -86454.539062 Penalty: 695.818176
	Iteration 18Q: 3 clusters Score -86454.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -86458.343750 Penalty: 695.818176
	Iteration 19Q: 3 clusters Score -86458.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -86460.046875 Penalty: 695.818176
	Iteration 20F: 3 clusters Score -86460.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -86461.562500 Penalty: 695.818176
	Iteration 21Q: 3 clusters Score -86461.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -86462.875000 Penalty: 695.818176
	Iteration 22Q: 3 clusters Score -86462.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -86464.117188 Penalty: 695.818176
	Iteration 23Q: 3 clusters Score -86464.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -86465.468750 Penalty: 695.818176
	Iteration 24Q: 3 clusters Score -86465.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -86467.632812 Penalty: 695.818176
	Iteration 25Q: 3 clusters Score -86467.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -86469.898438 Penalty: 695.818176
	Iteration 26Q: 3 clusters Score -86469.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -86472.750000 Penalty: 695.818176
	Iteration 27Q: 3 clusters Score -86472.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -86474.960938 Penalty: 695.818176
	Iteration 28Q: 3 clusters Score -86474.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -86475.945312 Penalty: 695.818176
	Iteration 29Q: 3 clusters Score -86475.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -86477.398438 Penalty: 695.818176
	Iteration 30Q: 3 clusters Score -86477.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -86477.750000 Penalty: 695.818176
	Iteration 31Q: 3 clusters Score -86477.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -86478.023438 Penalty: 695.818176
	Iteration 32Q: 3 clusters Score -86478.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -86478.296875 Penalty: 695.818176
	Iteration 33Q: 3 clusters Score -86478.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -86478.351562 Penalty: 695.818176
	Iteration 34Q: 3 clusters Score -86478.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -86478.359375 Penalty: 695.818176
	Iteration 35Q: 3 clusters Score -86478.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -86478.359375 Penalty: 695.818176
	Iteration 36F: 3 clusters Score -86478.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Entering Unmasked Estep 
Score: -106259.734375 Penalty: 357.673492
	Iteration 0F: 2 clusters Score -106259.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -104431.726562 Penalty: 715.346985
	Iteration 0F: 3 clusters Score -104431.7 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -105136.601562 Penalty: 715.346985
	Iteration 1F: 3 clusters Score -105136.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -105215.304688 Penalty: 715.346985
	Iteration 2F: 3 clusters Score -105215.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -105293.796875 Penalty: 715.346985
	Iteration 3F: 3 clusters Score -105293.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -105377.195312 Penalty: 715.346985
	Iteration 4F: 3 clusters Score -105377.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -105486.367188 Penalty: 715.346985
	Iteration 5F: 3 clusters Score -105486.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -105586.500000 Penalty: 715.346985
	Iteration 6F: 3 clusters Score -105586.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -105678.335938 Penalty: 715.346985
	Iteration 7Q: 3 clusters Score -105678.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -105755.593750 Penalty: 715.346985
	Iteration 8Q: 3 clusters Score -105755.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -105830.242188 Penalty: 715.346985
	Iteration 9Q: 3 clusters Score -105830.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -105875.578125 Penalty: 715.346985
	Iteration 10Q: 3 clusters Score -105875.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -105907.710938 Penalty: 715.346985
	Iteration 11Q: 3 clusters Score -105907.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -105923.218750 Penalty: 715.346985
	Iteration 12Q: 3 clusters Score -105923.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -105939.710938 Penalty: 715.346985
	Iteration 13Q: 3 clusters Score -105939.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -105948.421875 Penalty: 715.346985
	Iteration 14Q: 3 clusters Score -105948.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -105965.046875 Penalty: 715.346985
	Iteration 15Q: 3 clusters Score -105965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -105973.648438 Penalty: 715.346985
	Iteration 16Q: 3 clusters Score -105973.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -105981.789062 Penalty: 715.346985
	Iteration 17Q: 3 clusters Score -105981.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -105984.820312 Penalty: 715.346985
	Iteration 18Q: 3 clusters Score -105984.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -105986.093750 Penalty: 715.346985
	Iteration 19Q: 3 clusters Score -105986.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -105986.992188 Penalty: 715.346985
	Iteration 20F: 3 clusters Score -105987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Entering Unmasked Estep 
Score: -1110646.125000 Penalty: 464.702850
	Iteration 0F: 2 clusters Score -1110646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1092421.500000 Penalty: 929.405701
	Iteration 0F: 3 clusters Score -1092422 nChanged 13075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -1100131.625000 Penalty: 929.405701
	Iteration 1F: 3 clusters Score -1100132 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -1101270.625000 Penalty: 929.405701
	Iteration 2F: 3 clusters Score -1101271 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -1103507.125000 Penalty: 929.405701
	Iteration 3F: 3 clusters Score -1103507 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -1106511.750000 Penalty: 929.405701
	Iteration 4F: 3 clusters Score -1106512 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -1108778.625000 Penalty: 929.405701
	Iteration 5F: 3 clusters Score -1108779 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -1109794.750000 Penalty: 929.405701
	Iteration 6Q: 3 clusters Score -1109795 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -1110207.500000 Penalty: 929.405701
	Iteration 7Q: 3 clusters Score -1110208 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -1110456.375000 Penalty: 929.405701
	Iteration 8Q: 3 clusters Score -1110456 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -1110525.375000 Penalty: 929.405701
	Iteration 9Q: 3 clusters Score -1110525 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -1110550.000000 Penalty: 929.405701
	Iteration 10Q: 3 clusters Score -1110550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -1110558.000000 Penalty: 929.405701
	Iteration 11Q: 3 clusters Score -1110558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -1110566.875000 Penalty: 929.405701
	Iteration 12Q: 3 clusters Score -1110567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -1110570.750000 Penalty: 929.405701
	Iteration 13Q: 3 clusters Score -1110571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -1110572.875000 Penalty: 929.405701
	Iteration 14Q: 3 clusters Score -1110573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -1110571.625000 Penalty: 929.405701
	Iteration 15Q: 3 clusters Score -1110572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -1110575.375000 Penalty: 929.405701
	Iteration 16Q: 3 clusters Score -1110575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -1110576.375000 Penalty: 929.405701
	Iteration 17Q: 3 clusters Score -1110576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -1110576.500000 Penalty: 929.405701
	Iteration 18Q: 3 clusters Score -1110576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -1110578.125000 Penalty: 929.405701
	Iteration 19Q: 3 clusters Score -1110578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -1110581.125000 Penalty: 929.405701
	Iteration 20F: 3 clusters Score -1110581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -1110583.375000 Penalty: 929.405701
	Iteration 21Q: 3 clusters Score -1110583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -1110584.125000 Penalty: 929.405701
	Iteration 22Q: 3 clusters Score -1110584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -1110585.625000 Penalty: 929.405701
	Iteration 23Q: 3 clusters Score -1110586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -1110584.250000 Penalty: 929.405701
	Iteration 24Q: 3 clusters Score -1110584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -1110583.125000 Penalty: 929.405701
	Iteration 25Q: 3 clusters Score -1110583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -1110583.750000 Penalty: 929.405701
	Iteration 26Q: 3 clusters Score -1110584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -1110584.500000 Penalty: 929.405701
	Iteration 27Q: 3 clusters Score -1110584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -1110584.625000 Penalty: 929.405701
	Iteration 28Q: 3 clusters Score -1110585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -1110584.625000 Penalty: 929.405701
	Iteration 29F: 3 clusters Score -1110585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -77073.367188 Penalty: 345.498535
	Iteration 0F: 2 clusters Score -77073.37 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 959 members 
Entering Unmasked Estep 
Score: -75616.562500 Penalty: 690.997070
	Iteration 0F: 3 clusters Score -75616.56 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -76140.421875 Penalty: 690.997070
	Iteration 1F: 3 clusters Score -76140.42 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -76208.507812 Penalty: 690.997070
	Iteration 2F: 3 clusters Score -76208.51 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -76273.632812 Penalty: 690.997070
	Iteration 3Q: 3 clusters Score -76273.63 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -76330.984375 Penalty: 690.997070
	Iteration 4Q: 3 clusters Score -76330.98 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -76399.773438 Penalty: 690.997070
	Iteration 5F: 3 clusters Score -76399.77 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -76455.265625 Penalty: 690.997070
	Iteration 6Q: 3 clusters Score -76455.27 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -76499.132812 Penalty: 690.997070
	Iteration 7Q: 3 clusters Score -76499.13 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -76541.375000 Penalty: 690.997070
	Iteration 8Q: 3 clusters Score -76541.38 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -76580.328125 Penalty: 690.997070
	Iteration 9Q: 3 clusters Score -76580.33 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76612.789062 Penalty: 690.997070
	Iteration 10Q: 3 clusters Score -76612.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76641.414062 Penalty: 690.997070
	Iteration 11Q: 3 clusters Score -76641.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76670.609375 Penalty: 690.997070
	Iteration 12Q: 3 clusters Score -76670.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -76687.242188 Penalty: 690.997070
	Iteration 13Q: 3 clusters Score -76687.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -76703.484375 Penalty: 690.997070
	Iteration 14Q: 3 clusters Score -76703.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -76712.664062 Penalty: 690.997070
	Iteration 15Q: 3 clusters Score -76712.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -76720.375000 Penalty: 690.997070
	Iteration 16Q: 3 clusters Score -76720.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -76724.437500 Penalty: 690.997070
	Iteration 17Q: 3 clusters Score -76724.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -76728.210938 Penalty: 690.997070
	Iteration 18Q: 3 clusters Score -76728.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -76732.289062 Penalty: 690.997070
	Iteration 19Q: 3 clusters Score -76732.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -76736.875000 Penalty: 690.997070
	Iteration 20F: 3 clusters Score -76736.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -76738.929688 Penalty: 690.997070
	Iteration 21Q: 3 clusters Score -76738.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -76744.015625 Penalty: 690.997070
	Iteration 22Q: 3 clusters Score -76744.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -76745.031250 Penalty: 690.997070
	Iteration 23Q: 3 clusters Score -76745.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -76745.429688 Penalty: 690.997070
	Iteration 24Q: 3 clusters Score -76745.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -76745.429688 Penalty: 690.997070
	Iteration 25F: 3 clusters Score -76745.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (284421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284421 members 
Entering Unmasked Estep 
Score: -11817139.000000 Penalty: 571.398560
	Iteration 0F: 2 clusters Score -1.181714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141844 members 
Mstep: Class 2 contains 142577 members 
Entering Unmasked Estep 
Score: -11623066.000000 Penalty: 1142.797119
	Iteration 0F: 3 clusters Score -1.162307e+07 nChanged 140513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113661 members 
Mstep: Class 2 contains 170760 members 
Entering Unmasked Estep 
Score: -11714806.000000 Penalty: 1142.797119
	Iteration 1F: 3 clusters Score -1.171481e+07 nChanged 20636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95947 members 
Mstep: Class 2 contains 188474 members 
Entering Unmasked Estep 
Score: -11727532.000000 Penalty: 1142.797119
	Iteration 2F: 3 clusters Score -1.172753e+07 nChanged 24546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73657 members 
Mstep: Class 2 contains 210764 members 
Entering Unmasked Estep 
Score: -11746691.000000 Penalty: 1142.797119
	Iteration 3F: 3 clusters Score -1.174669e+07 nChanged 24362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 233806 members 
Entering Unmasked Estep 
Score: -11768866.000000 Penalty: 1142.797119
	Iteration 4F: 3 clusters Score -1.176887e+07 nChanged 20151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 253513 members 
Entering Unmasked Estep 
Score: -11788388.000000 Penalty: 1142.797119
	Iteration 5F: 3 clusters Score -1.178839e+07 nChanged 13909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 267344 members 
Entering Unmasked Estep 
Score: -11801816.000000 Penalty: 1142.797119
	Iteration 6Q: 3 clusters Score -1.180182e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 275653 members 
Entering Unmasked Estep 
Score: -11809595.000000 Penalty: 1142.797119
	Iteration 7Q: 3 clusters Score -1.18096e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 280119 members 
Entering Unmasked Estep 
Score: -11813462.000000 Penalty: 1142.797119
	Iteration 8Q: 3 clusters Score -1.181346e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 282408 members 
Entering Unmasked Estep 
Score: -11815370.000000 Penalty: 1142.797119
	Iteration 9Q: 3 clusters Score -1.181537e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 283451 members 
Entering Unmasked Estep 
Score: -11816047.000000 Penalty: 1142.797119
	Iteration 10Q: 3 clusters Score -1.181605e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 283921 members 
Entering Unmasked Estep 
Score: -11816356.000000 Penalty: 1142.797119
	Iteration 11Q: 3 clusters Score -1.181636e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 284124 members 
Entering Unmasked Estep 
Score: -11816464.000000 Penalty: 1142.797119
	Iteration 12Q: 3 clusters Score -1.181646e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 284218 members 
Entering Unmasked Estep 
Score: -11816551.000000 Penalty: 1142.797119
	Iteration 13Q: 3 clusters Score -1.181655e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 284266 members 
Entering Unmasked Estep 
Score: -11816595.000000 Penalty: 1142.797119
	Iteration 14Q: 3 clusters Score -1.18166e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 284288 members 
Entering Unmasked Estep 
Score: -11816605.000000 Penalty: 1142.797119
	Iteration 15Q: 3 clusters Score -1.18166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 284298 members 
Entering Unmasked Estep 
Score: -11816616.000000 Penalty: 1142.797119
	Iteration 16Q: 3 clusters Score -1.181662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 284308 members 
Entering Unmasked Estep 
Score: -11816634.000000 Penalty: 1142.797119
	Iteration 17Q: 3 clusters Score -1.181663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 284309 members 
Entering Unmasked Estep 
Score: -11816633.000000 Penalty: 1142.797119
	Iteration 18Q: 3 clusters Score -1.181663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 284311 members 
Entering Unmasked Estep 
Score: -11816635.000000 Penalty: 1142.797119
	Iteration 19Q: 3 clusters Score -1.181664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 284313 members 
Entering Unmasked Estep 
Score: -11816637.000000 Penalty: 1142.797119
	Iteration 20F: 3 clusters Score -1.181664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 284314 members 
Entering Unmasked Estep 
Score: -11816638.000000 Penalty: 1142.797119
	Iteration 21Q: 3 clusters Score -1.181664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 284315 members 
Entering Unmasked Estep 
Score: -11816642.000000 Penalty: 1142.797119
	Iteration 22Q: 3 clusters Score -1.181664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 284318 members 
Entering Unmasked Estep 
Score: -11816648.000000 Penalty: 1142.797119
	Iteration 23Q: 3 clusters Score -1.181665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 284319 members 
Entering Unmasked Estep 
Score: -11816654.000000 Penalty: 1142.797119
	Iteration 24Q: 3 clusters Score -1.181665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 284316 members 
Entering Unmasked Estep 
Score: -11816650.000000 Penalty: 1142.797119
	Iteration 25Q: 3 clusters Score -1.181665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 284315 members 
Entering Unmasked Estep 
Score: -11816644.000000 Penalty: 1142.797119
	Iteration 26Q: 3 clusters Score -1.181664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 284316 members 
Entering Unmasked Estep 
Score: -11816645.000000 Penalty: 1142.797119
	Iteration 27Q: 3 clusters Score -1.181664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 284317 members 
Entering Unmasked Estep 
Score: -11816643.000000 Penalty: 1142.797119
	Iteration 28Q: 3 clusters Score -1.181664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 284316 members 
Entering Unmasked Estep 
Score: -11816647.000000 Penalty: 1142.797119
	Iteration 29Q: 3 clusters Score -1.181665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 284318 members 
Entering Unmasked Estep 
Score: -11816654.000000 Penalty: 1142.797119
	Iteration 30Q: 3 clusters Score -1.181665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 284321 members 
Entering Unmasked Estep 
Score: -11816659.000000 Penalty: 1142.797119
	Iteration 31Q: 3 clusters Score -1.181666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 284321 members 
Entering Unmasked Estep 
Score: -11816659.000000 Penalty: 1142.797119
	Iteration 32F: 3 clusters Score -1.181666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Entering Unmasked Estep 
Score: -196295.140625 Penalty: 385.016083
	Iteration 0F: 2 clusters Score -196295.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -193045.218750 Penalty: 770.032166
	Iteration 0F: 3 clusters Score -193045.2 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -194297.546875 Penalty: 770.032166
	Iteration 1F: 3 clusters Score -194297.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -194487.359375 Penalty: 770.032166
	Iteration 2F: 3 clusters Score -194487.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -194715.187500 Penalty: 770.032166
	Iteration 3F: 3 clusters Score -194715.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -194978.984375 Penalty: 770.032166
	Iteration 4F: 3 clusters Score -194979 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -195245.531250 Penalty: 770.032166
	Iteration 5F: 3 clusters Score -195245.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -195406.296875 Penalty: 770.032166
	Iteration 6F: 3 clusters Score -195406.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -195507.750000 Penalty: 770.032166
	Iteration 7Q: 3 clusters Score -195507.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -195584.796875 Penalty: 770.032166
	Iteration 8Q: 3 clusters Score -195584.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -195646.093750 Penalty: 770.032166
	Iteration 9Q: 3 clusters Score -195646.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -195702.484375 Penalty: 770.032166
	Iteration 10Q: 3 clusters Score -195702.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -195748.078125 Penalty: 770.032166
	Iteration 11Q: 3 clusters Score -195748.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -195790.765625 Penalty: 770.032166
	Iteration 12Q: 3 clusters Score -195790.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -195829.609375 Penalty: 770.032166
	Iteration 13Q: 3 clusters Score -195829.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -195870.046875 Penalty: 770.032166
	Iteration 14Q: 3 clusters Score -195870 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -195902.890625 Penalty: 770.032166
	Iteration 15Q: 3 clusters Score -195902.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -195934.812500 Penalty: 770.032166
	Iteration 16Q: 3 clusters Score -195934.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -195956.109375 Penalty: 770.032166
	Iteration 17Q: 3 clusters Score -195956.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -195970.968750 Penalty: 770.032166
	Iteration 18Q: 3 clusters Score -195971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -195985.093750 Penalty: 770.032166
	Iteration 19Q: 3 clusters Score -195985.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -195997.265625 Penalty: 770.032166
	Iteration 20F: 3 clusters Score -195997.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -196010.031250 Penalty: 770.032166
	Iteration 21Q: 3 clusters Score -196010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -196019.359375 Penalty: 770.032166
	Iteration 22Q: 3 clusters Score -196019.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -196024.031250 Penalty: 770.032166
	Iteration 23Q: 3 clusters Score -196024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -196028.875000 Penalty: 770.032166
	Iteration 24Q: 3 clusters Score -196028.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -196033.218750 Penalty: 770.032166
	Iteration 25Q: 3 clusters Score -196033.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -196035.859375 Penalty: 770.032166
	Iteration 26Q: 3 clusters Score -196035.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -196037.546875 Penalty: 770.032166
	Iteration 27Q: 3 clusters Score -196037.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -196039.187500 Penalty: 770.032166
	Iteration 28Q: 3 clusters Score -196039.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -196039.843750 Penalty: 770.032166
	Iteration 29Q: 3 clusters Score -196039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -196040.265625 Penalty: 770.032166
	Iteration 30Q: 3 clusters Score -196040.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -196040.265625 Penalty: 770.032166
	Iteration 31Q: 3 clusters Score -196040.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -196040.562500 Penalty: 770.032166
	Iteration 32Q: 3 clusters Score -196040.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -196040.562500 Penalty: 770.032166
	Iteration 33F: 3 clusters Score -196040.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Entering Unmasked Estep 
Score: -265505.718750 Penalty: 401.382111
	Iteration 0F: 2 clusters Score -265505.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -260969.828125 Penalty: 802.764221
	Iteration 0F: 3 clusters Score -260969.8 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -262862.781250 Penalty: 802.764221
	Iteration 1F: 3 clusters Score -262862.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -263283.281250 Penalty: 802.764221
	Iteration 2F: 3 clusters Score -263283.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -263632.000000 Penalty: 802.764221
	Iteration 3F: 3 clusters Score -263632 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -263909.125000 Penalty: 802.764221
	Iteration 4F: 3 clusters Score -263909.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -264152.906250 Penalty: 802.764221
	Iteration 5F: 3 clusters Score -264152.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -264366.312500 Penalty: 802.764221
	Iteration 6Q: 3 clusters Score -264366.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -264571.718750 Penalty: 802.764221
	Iteration 7Q: 3 clusters Score -264571.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -264696.437500 Penalty: 802.764221
	Iteration 8Q: 3 clusters Score -264696.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -264790.562500 Penalty: 802.764221
	Iteration 9Q: 3 clusters Score -264790.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -264859.968750 Penalty: 802.764221
	Iteration 10Q: 3 clusters Score -264860 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -264926.531250 Penalty: 802.764221
	Iteration 11Q: 3 clusters Score -264926.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -264995.250000 Penalty: 802.764221
	Iteration 12Q: 3 clusters Score -264995.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -265049.781250 Penalty: 802.764221
	Iteration 13Q: 3 clusters Score -265049.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -265091.218750 Penalty: 802.764221
	Iteration 14Q: 3 clusters Score -265091.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -265121.718750 Penalty: 802.764221
	Iteration 15Q: 3 clusters Score -265121.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -265149.250000 Penalty: 802.764221
	Iteration 16Q: 3 clusters Score -265149.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -265170.281250 Penalty: 802.764221
	Iteration 17Q: 3 clusters Score -265170.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -265191.812500 Penalty: 802.764221
	Iteration 18Q: 3 clusters Score -265191.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -265207.531250 Penalty: 802.764221
	Iteration 19Q: 3 clusters Score -265207.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -265219.187500 Penalty: 802.764221
	Iteration 20F: 3 clusters Score -265219.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -265226.656250 Penalty: 802.764221
	Iteration 21Q: 3 clusters Score -265226.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -265231.187500 Penalty: 802.764221
	Iteration 22Q: 3 clusters Score -265231.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -265234.312500 Penalty: 802.764221
	Iteration 23Q: 3 clusters Score -265234.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -265235.812500 Penalty: 802.764221
	Iteration 24Q: 3 clusters Score -265235.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -265238.500000 Penalty: 802.764221
	Iteration 25Q: 3 clusters Score -265238.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -265241.968750 Penalty: 802.764221
	Iteration 26Q: 3 clusters Score -265242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -265247.187500 Penalty: 802.764221
	Iteration 27Q: 3 clusters Score -265247.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -265251.875000 Penalty: 802.764221
	Iteration 28Q: 3 clusters Score -265251.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -265257.468750 Penalty: 802.764221
	Iteration 29Q: 3 clusters Score -265257.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -265265.437500 Penalty: 802.764221
	Iteration 30Q: 3 clusters Score -265265.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -265272.906250 Penalty: 802.764221
	Iteration 31Q: 3 clusters Score -265272.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -265280.000000 Penalty: 802.764221
	Iteration 32Q: 3 clusters Score -265280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -265285.062500 Penalty: 802.764221
	Iteration 33Q: 3 clusters Score -265285.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -265289.562500 Penalty: 802.764221
	Iteration 34Q: 3 clusters Score -265289.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -265294.375000 Penalty: 802.764221
	Iteration 35Q: 3 clusters Score -265294.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -265298.562500 Penalty: 802.764221
	Iteration 36Q: 3 clusters Score -265298.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -265302.125000 Penalty: 802.764221
	Iteration 37Q: 3 clusters Score -265302.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -265306.625000 Penalty: 802.764221
	Iteration 38Q: 3 clusters Score -265306.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -265311.531250 Penalty: 802.764221
	Iteration 39Q: 3 clusters Score -265311.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -265316.281250 Penalty: 802.764221
	Iteration 40F: 3 clusters Score -265316.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -265318.875000 Penalty: 802.764221
	Iteration 41Q: 3 clusters Score -265318.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -265323.468750 Penalty: 802.764221
	Iteration 42Q: 3 clusters Score -265323.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -265327.187500 Penalty: 802.764221
	Iteration 43Q: 3 clusters Score -265327.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -265329.312500 Penalty: 802.764221
	Iteration 44Q: 3 clusters Score -265329.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -265332.156250 Penalty: 802.764221
	Iteration 45Q: 3 clusters Score -265332.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -265334.687500 Penalty: 802.764221
	Iteration 46Q: 3 clusters Score -265334.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -265337.125000 Penalty: 802.764221
	Iteration 47Q: 3 clusters Score -265337.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -265339.125000 Penalty: 802.764221
	Iteration 48Q: 3 clusters Score -265339.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -265339.593750 Penalty: 802.764221
	Iteration 49Q: 3 clusters Score -265339.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -265341.531250 Penalty: 802.764221
	Iteration 50Q: 3 clusters Score -265341.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -265342.031250 Penalty: 802.764221
	Iteration 51Q: 3 clusters Score -265342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -265342.343750 Penalty: 802.764221
	Iteration 52Q: 3 clusters Score -265342.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -265342.312500 Penalty: 802.764221
	Iteration 53Q: 3 clusters Score -265342.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -265342.781250 Penalty: 802.764221
	Iteration 54Q: 3 clusters Score -265342.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -265343.000000 Penalty: 802.764221
	Iteration 55Q: 3 clusters Score -265343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -265343.843750 Penalty: 802.764221
	Iteration 56Q: 3 clusters Score -265343.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -265343.843750 Penalty: 802.764221
	Iteration 57F: 3 clusters Score -265343.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -63603.468750 Penalty: 343.146576
	Iteration 0F: 2 clusters Score -63603.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -62293.667969 Penalty: 686.293152
	Iteration 0F: 3 clusters Score -62293.67 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -62810.652344 Penalty: 686.293152
	Iteration 1F: 3 clusters Score -62810.65 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -62900.851562 Penalty: 686.293152
	Iteration 2F: 3 clusters Score -62900.85 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -62966.382812 Penalty: 686.293152
	Iteration 3F: 3 clusters Score -62966.38 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -63014.976562 Penalty: 686.293152
	Iteration 4Q: 3 clusters Score -63014.98 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -63067.207031 Penalty: 686.293152
	Iteration 5Q: 3 clusters Score -63067.21 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -63127.359375 Penalty: 686.293152
	Iteration 6Q: 3 clusters Score -63127.36 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -63181.742188 Penalty: 686.293152
	Iteration 7Q: 3 clusters Score -63181.74 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -63233.285156 Penalty: 686.293152
	Iteration 8Q: 3 clusters Score -63233.29 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -63280.335938 Penalty: 686.293152
	Iteration 9Q: 3 clusters Score -63280.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -63303.101562 Penalty: 686.293152
	Iteration 10Q: 3 clusters Score -63303.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -63329.261719 Penalty: 686.293152
	Iteration 11Q: 3 clusters Score -63329.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -63361.382812 Penalty: 686.293152
	Iteration 12Q: 3 clusters Score -63361.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -63398.542969 Penalty: 686.293152
	Iteration 13Q: 3 clusters Score -63398.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -63420.707031 Penalty: 686.293152
	Iteration 14Q: 3 clusters Score -63420.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -63437.699219 Penalty: 686.293152
	Iteration 15Q: 3 clusters Score -63437.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -63451.500000 Penalty: 686.293152
	Iteration 16Q: 3 clusters Score -63451.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -63459.667969 Penalty: 686.293152
	Iteration 17Q: 3 clusters Score -63459.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -63467.328125 Penalty: 686.293152
	Iteration 18Q: 3 clusters Score -63467.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -63473.820312 Penalty: 686.293152
	Iteration 19Q: 3 clusters Score -63473.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -63482.464844 Penalty: 686.293152
	Iteration 20F: 3 clusters Score -63482.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -63499.339844 Penalty: 686.293152
	Iteration 21Q: 3 clusters Score -63499.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -63508.746094 Penalty: 686.293152
	Iteration 22Q: 3 clusters Score -63508.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -63512.988281 Penalty: 686.293152
	Iteration 23Q: 3 clusters Score -63512.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -63517.636719 Penalty: 686.293152
	Iteration 24Q: 3 clusters Score -63517.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -63520.476562 Penalty: 686.293152
	Iteration 25Q: 3 clusters Score -63520.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -63522.312500 Penalty: 686.293152
	Iteration 26Q: 3 clusters Score -63522.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -63524.445312 Penalty: 686.293152
	Iteration 27Q: 3 clusters Score -63524.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -63525.996094 Penalty: 686.293152
	Iteration 28Q: 3 clusters Score -63526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -63527.832031 Penalty: 686.293152
	Iteration 29Q: 3 clusters Score -63527.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -63529.761719 Penalty: 686.293152
	Iteration 30Q: 3 clusters Score -63529.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -63530.492188 Penalty: 686.293152
	Iteration 31Q: 3 clusters Score -63530.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -63531.109375 Penalty: 686.293152
	Iteration 32Q: 3 clusters Score -63531.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -63533.386719 Penalty: 686.293152
	Iteration 33Q: 3 clusters Score -63533.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -63534.652344 Penalty: 686.293152
	Iteration 34Q: 3 clusters Score -63534.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -63534.984375 Penalty: 686.293152
	Iteration 35Q: 3 clusters Score -63534.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -63535.234375 Penalty: 686.293152
	Iteration 36Q: 3 clusters Score -63535.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -63535.234375 Penalty: 686.293152
	Iteration 37F: 3 clusters Score -63535.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -32114.578125 Penalty: 307.756775
	Iteration 0F: 2 clusters Score -32114.58 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 443 members 
Entering Unmasked Estep 
Score: -31388.792969 Penalty: 615.513550
	Iteration 0F: 3 clusters Score -31388.79 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -31568.003906 Penalty: 615.513550
	Iteration 1F: 3 clusters Score -31568 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -31638.814453 Penalty: 615.513550
	Iteration 2F: 3 clusters Score -31638.81 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -31705.396484 Penalty: 615.513550
	Iteration 3F: 3 clusters Score -31705.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -31758.542969 Penalty: 615.513550
	Iteration 4F: 3 clusters Score -31758.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -31804.917969 Penalty: 615.513550
	Iteration 5F: 3 clusters Score -31804.92 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -31845.187500 Penalty: 615.513550
	Iteration 6F: 3 clusters Score -31845.19 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -31877.289062 Penalty: 615.513550
	Iteration 7Q: 3 clusters Score -31877.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -31903.589844 Penalty: 615.513550
	Iteration 8Q: 3 clusters Score -31903.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -31933.720703 Penalty: 615.513550
	Iteration 9Q: 3 clusters Score -31933.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -31951.029297 Penalty: 615.513550
	Iteration 10Q: 3 clusters Score -31951.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -31956.509766 Penalty: 615.513550
	Iteration 11Q: 3 clusters Score -31956.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -31960.972656 Penalty: 615.513550
	Iteration 12Q: 3 clusters Score -31960.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -31965.794922 Penalty: 615.513550
	Iteration 13Q: 3 clusters Score -31965.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -31969.128906 Penalty: 615.513550
	Iteration 14Q: 3 clusters Score -31969.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -31971.785156 Penalty: 615.513550
	Iteration 15Q: 3 clusters Score -31971.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -31975.728516 Penalty: 615.513550
	Iteration 16Q: 3 clusters Score -31975.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -31977.296875 Penalty: 615.513550
	Iteration 17Q: 3 clusters Score -31977.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -31979.763672 Penalty: 615.513550
	Iteration 18Q: 3 clusters Score -31979.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -31985.884766 Penalty: 615.513550
	Iteration 19Q: 3 clusters Score -31985.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -31992.439453 Penalty: 615.513550
	Iteration 20F: 3 clusters Score -31992.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -32000.394531 Penalty: 615.513550
	Iteration 21Q: 3 clusters Score -32000.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -32003.513672 Penalty: 615.513550
	Iteration 22Q: 3 clusters Score -32003.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -32004.173828 Penalty: 615.513550
	Iteration 23Q: 3 clusters Score -32004.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -32004.320312 Penalty: 615.513550
	Iteration 24Q: 3 clusters Score -32004.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -32004.789062 Penalty: 615.513550
	Iteration 25Q: 3 clusters Score -32004.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -32005.468750 Penalty: 615.513550
	Iteration 26Q: 3 clusters Score -32005.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -32005.814453 Penalty: 615.513550
	Iteration 27Q: 3 clusters Score -32005.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -32007.066406 Penalty: 615.513550
	Iteration 28Q: 3 clusters Score -32007.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -32008.015625 Penalty: 615.513550
	Iteration 29Q: 3 clusters Score -32008.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -32008.015625 Penalty: 615.513550
	Iteration 30F: 3 clusters Score -32008.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -24409.277344 Penalty: 292.257721
	Iteration 0F: 2 clusters Score -24409.28 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 315 members 
Entering Unmasked Estep 
Score: -23847.492188 Penalty: 584.515442
	Iteration 0F: 3 clusters Score -23847.49 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23991.958984 Penalty: 584.515442
	Iteration 1F: 3 clusters Score -23991.96 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24030.359375 Penalty: 584.515442
	Iteration 2F: 3 clusters Score -24030.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -24058.580078 Penalty: 584.515442
	Iteration 3F: 3 clusters Score -24058.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -24079.126953 Penalty: 584.515442
	Iteration 4Q: 3 clusters Score -24079.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -24089.302734 Penalty: 584.515442
	Iteration 5Q: 3 clusters Score -24089.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -24093.464844 Penalty: 584.515442
	Iteration 6Q: 3 clusters Score -24093.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -24096.095703 Penalty: 584.515442
	Iteration 7Q: 3 clusters Score -24096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -24097.453125 Penalty: 584.515442
	Iteration 8Q: 3 clusters Score -24097.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -24098.312500 Penalty: 584.515442
	Iteration 9Q: 3 clusters Score -24098.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -24098.539062 Penalty: 584.515442
	Iteration 10Q: 3 clusters Score -24098.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -24098.945312 Penalty: 584.515442
	Iteration 11Q: 3 clusters Score -24098.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -24098.945312 Penalty: 584.515442
	Iteration 12F: 3 clusters Score -24098.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Entering Unmasked Estep 
Score: -64585.132812 Penalty: 337.745178
	Iteration 0F: 2 clusters Score -64585.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -63332.683594 Penalty: 675.490356
	Iteration 0F: 3 clusters Score -63332.68 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -63722.898438 Penalty: 675.490356
	Iteration 1F: 3 clusters Score -63722.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -63850.796875 Penalty: 675.490356
	Iteration 2F: 3 clusters Score -63850.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -63957.093750 Penalty: 675.490356
	Iteration 3F: 3 clusters Score -63957.09 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -64059.503906 Penalty: 675.490356
	Iteration 4F: 3 clusters Score -64059.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -64144.855469 Penalty: 675.490356
	Iteration 5F: 3 clusters Score -64144.86 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -64229.277344 Penalty: 675.490356
	Iteration 6F: 3 clusters Score -64229.28 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -64279.894531 Penalty: 675.490356
	Iteration 7F: 3 clusters Score -64279.89 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -64315.109375 Penalty: 675.490356
	Iteration 8Q: 3 clusters Score -64315.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -64335.839844 Penalty: 675.490356
	Iteration 9Q: 3 clusters Score -64335.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -64357.046875 Penalty: 675.490356
	Iteration 10Q: 3 clusters Score -64357.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -64373.195312 Penalty: 675.490356
	Iteration 11Q: 3 clusters Score -64373.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -64386.613281 Penalty: 675.490356
	Iteration 12Q: 3 clusters Score -64386.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -64409.476562 Penalty: 675.490356
	Iteration 13Q: 3 clusters Score -64409.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -64428.226562 Penalty: 675.490356
	Iteration 14Q: 3 clusters Score -64428.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -64437.730469 Penalty: 675.490356
	Iteration 15Q: 3 clusters Score -64437.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -64443.355469 Penalty: 675.490356
	Iteration 16Q: 3 clusters Score -64443.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -64450.617188 Penalty: 675.490356
	Iteration 17Q: 3 clusters Score -64450.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -64453.812500 Penalty: 675.490356
	Iteration 18Q: 3 clusters Score -64453.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -64456.523438 Penalty: 675.490356
	Iteration 19Q: 3 clusters Score -64456.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -64458.960938 Penalty: 675.490356
	Iteration 20F: 3 clusters Score -64458.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -64461.246094 Penalty: 675.490356
	Iteration 21Q: 3 clusters Score -64461.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -64463.562500 Penalty: 675.490356
	Iteration 22Q: 3 clusters Score -64463.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -64468.511719 Penalty: 675.490356
	Iteration 23Q: 3 clusters Score -64468.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -64470.187500 Penalty: 675.490356
	Iteration 24Q: 3 clusters Score -64470.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -64471.167969 Penalty: 675.490356
	Iteration 25Q: 3 clusters Score -64471.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -64473.152344 Penalty: 675.490356
	Iteration 26Q: 3 clusters Score -64473.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -64473.917969 Penalty: 675.490356
	Iteration 27Q: 3 clusters Score -64473.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -64474.093750 Penalty: 675.490356
	Iteration 28Q: 3 clusters Score -64474.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -64474.093750 Penalty: 675.490356
	Iteration 29F: 3 clusters Score -64474.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Entering Unmasked Estep 
Score: -231690.625000 Penalty: 395.086334
	Iteration 0F: 2 clusters Score -231690.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -227749.218750 Penalty: 790.172668
	Iteration 0F: 3 clusters Score -227749.2 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -229275.406250 Penalty: 790.172668
	Iteration 1F: 3 clusters Score -229275.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -229467.515625 Penalty: 790.172668
	Iteration 2F: 3 clusters Score -229467.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -229726.171875 Penalty: 790.172668
	Iteration 3F: 3 clusters Score -229726.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -229997.671875 Penalty: 790.172668
	Iteration 4F: 3 clusters Score -229997.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -230284.281250 Penalty: 790.172668
	Iteration 5F: 3 clusters Score -230284.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -230534.234375 Penalty: 790.172668
	Iteration 6F: 3 clusters Score -230534.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -230706.109375 Penalty: 790.172668
	Iteration 7Q: 3 clusters Score -230706.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -230783.906250 Penalty: 790.172668
	Iteration 8Q: 3 clusters Score -230783.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -230821.421875 Penalty: 790.172668
	Iteration 9Q: 3 clusters Score -230821.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -230840.093750 Penalty: 790.172668
	Iteration 10Q: 3 clusters Score -230840.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -230853.406250 Penalty: 790.172668
	Iteration 11Q: 3 clusters Score -230853.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -230863.421875 Penalty: 790.172668
	Iteration 12Q: 3 clusters Score -230863.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -230872.281250 Penalty: 790.172668
	Iteration 13Q: 3 clusters Score -230872.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -230883.203125 Penalty: 790.172668
	Iteration 14Q: 3 clusters Score -230883.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -230894.718750 Penalty: 790.172668
	Iteration 15Q: 3 clusters Score -230894.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -230906.656250 Penalty: 790.172668
	Iteration 16Q: 3 clusters Score -230906.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -230923.031250 Penalty: 790.172668
	Iteration 17Q: 3 clusters Score -230923 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -230941.750000 Penalty: 790.172668
	Iteration 18Q: 3 clusters Score -230941.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -230958.718750 Penalty: 790.172668
	Iteration 19Q: 3 clusters Score -230958.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -230966.656250 Penalty: 790.172668
	Iteration 20F: 3 clusters Score -230966.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -230979.937500 Penalty: 790.172668
	Iteration 21Q: 3 clusters Score -230979.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -230994.218750 Penalty: 790.172668
	Iteration 22Q: 3 clusters Score -230994.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -231006.843750 Penalty: 790.172668
	Iteration 23Q: 3 clusters Score -231006.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -231018.765625 Penalty: 790.172668
	Iteration 24Q: 3 clusters Score -231018.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -231030.109375 Penalty: 790.172668
	Iteration 25Q: 3 clusters Score -231030.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -231040.437500 Penalty: 790.172668
	Iteration 26Q: 3 clusters Score -231040.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -231050.953125 Penalty: 790.172668
	Iteration 27Q: 3 clusters Score -231051 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -231059.781250 Penalty: 790.172668
	Iteration 28Q: 3 clusters Score -231059.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -231068.062500 Penalty: 790.172668
	Iteration 29Q: 3 clusters Score -231068.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -231075.812500 Penalty: 790.172668
	Iteration 30Q: 3 clusters Score -231075.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -231081.609375 Penalty: 790.172668
	Iteration 31Q: 3 clusters Score -231081.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -231087.578125 Penalty: 790.172668
	Iteration 32Q: 3 clusters Score -231087.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -231095.203125 Penalty: 790.172668
	Iteration 33Q: 3 clusters Score -231095.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -231103.765625 Penalty: 790.172668
	Iteration 34Q: 3 clusters Score -231103.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -231111.593750 Penalty: 790.172668
	Iteration 35Q: 3 clusters Score -231111.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -231119.265625 Penalty: 790.172668
	Iteration 36Q: 3 clusters Score -231119.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -231123.031250 Penalty: 790.172668
	Iteration 37Q: 3 clusters Score -231123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -231127.953125 Penalty: 790.172668
	Iteration 38Q: 3 clusters Score -231128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -231135.187500 Penalty: 790.172668
	Iteration 39Q: 3 clusters Score -231135.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -231140.718750 Penalty: 790.172668
	Iteration 40F: 3 clusters Score -231140.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -231144.093750 Penalty: 790.172668
	Iteration 41Q: 3 clusters Score -231144.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -231150.250000 Penalty: 790.172668
	Iteration 42Q: 3 clusters Score -231150.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -231153.796875 Penalty: 790.172668
	Iteration 43Q: 3 clusters Score -231153.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -231159.109375 Penalty: 790.172668
	Iteration 44Q: 3 clusters Score -231159.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -231164.703125 Penalty: 790.172668
	Iteration 45Q: 3 clusters Score -231164.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -231170.187500 Penalty: 790.172668
	Iteration 46Q: 3 clusters Score -231170.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -231173.734375 Penalty: 790.172668
	Iteration 47Q: 3 clusters Score -231173.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -231175.843750 Penalty: 790.172668
	Iteration 48Q: 3 clusters Score -231175.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -231177.890625 Penalty: 790.172668
	Iteration 49Q: 3 clusters Score -231177.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -231180.093750 Penalty: 790.172668
	Iteration 50Q: 3 clusters Score -231180.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -231181.015625 Penalty: 790.172668
	Iteration 51Q: 3 clusters Score -231181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -231183.140625 Penalty: 790.172668
	Iteration 52Q: 3 clusters Score -231183.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -231184.640625 Penalty: 790.172668
	Iteration 53Q: 3 clusters Score -231184.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -231185.625000 Penalty: 790.172668
	Iteration 54Q: 3 clusters Score -231185.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -231185.984375 Penalty: 790.172668
	Iteration 55Q: 3 clusters Score -231186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -231186.796875 Penalty: 790.172668
	Iteration 56Q: 3 clusters Score -231186.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -231188.890625 Penalty: 790.172668
	Iteration 57Q: 3 clusters Score -231188.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -231190.000000 Penalty: 790.172668
	Iteration 58Q: 3 clusters Score -231190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -231190.843750 Penalty: 790.172668
	Iteration 59Q: 3 clusters Score -231190.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -231191.578125 Penalty: 790.172668
	Iteration 60F: 3 clusters Score -231191.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -231191.218750 Penalty: 790.172668
	Iteration 61Q: 3 clusters Score -231191.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -231191.890625 Penalty: 790.172668
	Iteration 62Q: 3 clusters Score -231191.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -231191.140625 Penalty: 790.172668
	Iteration 63Q: 3 clusters Score -231191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -231191.640625 Penalty: 790.172668
	Iteration 64Q: 3 clusters Score -231191.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -231191.640625 Penalty: 790.172668
	Iteration 65F: 3 clusters Score -231191.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -45004.304688 Penalty: 321.601837
	Iteration 0F: 2 clusters Score -45004.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -44084.589844 Penalty: 643.203674
	Iteration 0F: 3 clusters Score -44084.59 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -44380.187500 Penalty: 643.203674
	Iteration 1F: 3 clusters Score -44380.19 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -44435.546875 Penalty: 643.203674
	Iteration 2F: 3 clusters Score -44435.55 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -44497.343750 Penalty: 643.203674
	Iteration 3F: 3 clusters Score -44497.34 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -44543.992188 Penalty: 643.203674
	Iteration 4F: 3 clusters Score -44543.99 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -44583.675781 Penalty: 643.203674
	Iteration 5Q: 3 clusters Score -44583.68 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -44641.851562 Penalty: 643.203674
	Iteration 6F: 3 clusters Score -44641.85 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -44681.375000 Penalty: 643.203674
	Iteration 7Q: 3 clusters Score -44681.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -44710.339844 Penalty: 643.203674
	Iteration 8Q: 3 clusters Score -44710.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -44744.960938 Penalty: 643.203674
	Iteration 9Q: 3 clusters Score -44744.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -44783.003906 Penalty: 643.203674
	Iteration 10Q: 3 clusters Score -44783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -44806.972656 Penalty: 643.203674
	Iteration 11Q: 3 clusters Score -44806.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -44816.832031 Penalty: 643.203674
	Iteration 12Q: 3 clusters Score -44816.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -44822.765625 Penalty: 643.203674
	Iteration 13Q: 3 clusters Score -44822.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -44828.195312 Penalty: 643.203674
	Iteration 14Q: 3 clusters Score -44828.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -44831.332031 Penalty: 643.203674
	Iteration 15Q: 3 clusters Score -44831.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -44836.632812 Penalty: 643.203674
	Iteration 16Q: 3 clusters Score -44836.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -44841.605469 Penalty: 643.203674
	Iteration 17Q: 3 clusters Score -44841.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -44845.910156 Penalty: 643.203674
	Iteration 18Q: 3 clusters Score -44845.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -44847.683594 Penalty: 643.203674
	Iteration 19Q: 3 clusters Score -44847.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -44848.691406 Penalty: 643.203674
	Iteration 20F: 3 clusters Score -44848.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Entering Unmasked Estep 
Score: -468274.625000 Penalty: 427.217987
	Iteration 0F: 2 clusters Score -468274.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -460289.593750 Penalty: 854.435974
	Iteration 0F: 3 clusters Score -460289.6 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -463605.468750 Penalty: 854.435974
	Iteration 1F: 3 clusters Score -463605.5 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -463950.687500 Penalty: 854.435974
	Iteration 2F: 3 clusters Score -463950.7 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -464488.187500 Penalty: 854.435974
	Iteration 3F: 3 clusters Score -464488.2 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -465279.718750 Penalty: 854.435974
	Iteration 4F: 3 clusters Score -465279.7 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -466154.812500 Penalty: 854.435974
	Iteration 5F: 3 clusters Score -466154.8 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -466856.218750 Penalty: 854.435974
	Iteration 6F: 3 clusters Score -466856.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -467352.187500 Penalty: 854.435974
	Iteration 7Q: 3 clusters Score -467352.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -467647.156250 Penalty: 854.435974
	Iteration 8Q: 3 clusters Score -467647.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -467775.406250 Penalty: 854.435974
	Iteration 9Q: 3 clusters Score -467775.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -467839.406250 Penalty: 854.435974
	Iteration 10Q: 3 clusters Score -467839.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -467870.562500 Penalty: 854.435974
	Iteration 11Q: 3 clusters Score -467870.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -467886.531250 Penalty: 854.435974
	Iteration 12Q: 3 clusters Score -467886.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -467895.562500 Penalty: 854.435974
	Iteration 13Q: 3 clusters Score -467895.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -467898.843750 Penalty: 854.435974
	Iteration 14Q: 3 clusters Score -467898.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -467901.906250 Penalty: 854.435974
	Iteration 15Q: 3 clusters Score -467901.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -467907.187500 Penalty: 854.435974
	Iteration 16Q: 3 clusters Score -467907.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -467911.312500 Penalty: 854.435974
	Iteration 17Q: 3 clusters Score -467911.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -467914.281250 Penalty: 854.435974
	Iteration 18Q: 3 clusters Score -467914.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -467916.468750 Penalty: 854.435974
	Iteration 19Q: 3 clusters Score -467916.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -467917.187500 Penalty: 854.435974
	Iteration 20F: 3 clusters Score -467917.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Entering Unmasked Estep 
Score: -59293.398438 Penalty: 335.431366
	Iteration 0F: 2 clusters Score -59293.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -58149.800781 Penalty: 670.862732
	Iteration 0F: 3 clusters Score -58149.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -58539.976562 Penalty: 670.862732
	Iteration 1F: 3 clusters Score -58539.98 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -58598.308594 Penalty: 670.862732
	Iteration 2F: 3 clusters Score -58598.31 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -58639.238281 Penalty: 670.862732
	Iteration 3Q: 3 clusters Score -58639.24 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -58660.074219 Penalty: 670.862732
	Iteration 4Q: 3 clusters Score -58660.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -58683.636719 Penalty: 670.862732
	Iteration 5Q: 3 clusters Score -58683.64 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -58719.871094 Penalty: 670.862732
	Iteration 6Q: 3 clusters Score -58719.87 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -58762.683594 Penalty: 670.862732
	Iteration 7Q: 3 clusters Score -58762.68 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -58807.238281 Penalty: 670.862732
	Iteration 8Q: 3 clusters Score -58807.24 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -58844.066406 Penalty: 670.862732
	Iteration 9Q: 3 clusters Score -58844.07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -58862.238281 Penalty: 670.862732
	Iteration 10Q: 3 clusters Score -58862.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -58878.031250 Penalty: 670.862732
	Iteration 11Q: 3 clusters Score -58878.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -58892.402344 Penalty: 670.862732
	Iteration 12Q: 3 clusters Score -58892.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -58902.800781 Penalty: 670.862732
	Iteration 13Q: 3 clusters Score -58902.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -58908.750000 Penalty: 670.862732
	Iteration 14Q: 3 clusters Score -58908.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -58914.234375 Penalty: 670.862732
	Iteration 15Q: 3 clusters Score -58914.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -58919.722656 Penalty: 670.862732
	Iteration 16Q: 3 clusters Score -58919.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -58925.167969 Penalty: 670.862732
	Iteration 17Q: 3 clusters Score -58925.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -58933.593750 Penalty: 670.862732
	Iteration 18Q: 3 clusters Score -58933.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -58939.433594 Penalty: 670.862732
	Iteration 19Q: 3 clusters Score -58939.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -58942.785156 Penalty: 670.862732
	Iteration 20F: 3 clusters Score -58942.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -58948.832031 Penalty: 670.862732
	Iteration 21Q: 3 clusters Score -58948.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -58956.335938 Penalty: 670.862732
	Iteration 22Q: 3 clusters Score -58956.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -58964.781250 Penalty: 670.862732
	Iteration 23Q: 3 clusters Score -58964.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -58971.410156 Penalty: 670.862732
	Iteration 24Q: 3 clusters Score -58971.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -58976.644531 Penalty: 670.862732
	Iteration 25Q: 3 clusters Score -58976.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -58984.421875 Penalty: 670.862732
	Iteration 26Q: 3 clusters Score -58984.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -58990.492188 Penalty: 670.862732
	Iteration 27Q: 3 clusters Score -58990.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -58995.664062 Penalty: 670.862732
	Iteration 28Q: 3 clusters Score -58995.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -58999.816406 Penalty: 670.862732
	Iteration 29Q: 3 clusters Score -58999.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -59007.929688 Penalty: 670.862732
	Iteration 30Q: 3 clusters Score -59007.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -59021.667969 Penalty: 670.862732
	Iteration 31Q: 3 clusters Score -59021.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -59036.648438 Penalty: 670.862732
	Iteration 32Q: 3 clusters Score -59036.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -59051.652344 Penalty: 670.862732
	Iteration 33Q: 3 clusters Score -59051.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -59062.347656 Penalty: 670.862732
	Iteration 34Q: 3 clusters Score -59062.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -59068.015625 Penalty: 670.862732
	Iteration 35Q: 3 clusters Score -59068.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -59075.101562 Penalty: 670.862732
	Iteration 36Q: 3 clusters Score -59075.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -59083.367188 Penalty: 670.862732
	Iteration 37Q: 3 clusters Score -59083.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -59089.503906 Penalty: 670.862732
	Iteration 38Q: 3 clusters Score -59089.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -59092.812500 Penalty: 670.862732
	Iteration 39Q: 3 clusters Score -59092.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -59094.488281 Penalty: 670.862732
	Iteration 40F: 3 clusters Score -59094.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -59096.902344 Penalty: 670.862732
	Iteration 41Q: 3 clusters Score -59096.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -59098.875000 Penalty: 670.862732
	Iteration 42Q: 3 clusters Score -59098.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -59100.500000 Penalty: 670.862732
	Iteration 43Q: 3 clusters Score -59100.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -59102.171875 Penalty: 670.862732
	Iteration 44Q: 3 clusters Score -59102.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -59103.250000 Penalty: 670.862732
	Iteration 45Q: 3 clusters Score -59103.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -59105.957031 Penalty: 670.862732
	Iteration 46Q: 3 clusters Score -59105.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -59107.140625 Penalty: 670.862732
	Iteration 47Q: 3 clusters Score -59107.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -59107.917969 Penalty: 670.862732
	Iteration 48Q: 3 clusters Score -59107.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -59108.546875 Penalty: 670.862732
	Iteration 49Q: 3 clusters Score -59108.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -59109.140625 Penalty: 670.862732
	Iteration 50Q: 3 clusters Score -59109.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -59109.308594 Penalty: 670.862732
	Iteration 51Q: 3 clusters Score -59109.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -59109.308594 Penalty: 670.862732
	Iteration 52F: 3 clusters Score -59109.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -64026.824219 Penalty: 336.811554
	Iteration 0F: 2 clusters Score -64026.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -62803.000000 Penalty: 673.623108
	Iteration 0F: 3 clusters Score -62803 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -63170.406250 Penalty: 673.623108
	Iteration 1F: 3 clusters Score -63170.41 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -63238.222656 Penalty: 673.623108
	Iteration 2F: 3 clusters Score -63238.22 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -63297.300781 Penalty: 673.623108
	Iteration 3F: 3 clusters Score -63297.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -63361.843750 Penalty: 673.623108
	Iteration 4F: 3 clusters Score -63361.84 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -63433.500000 Penalty: 673.623108
	Iteration 5F: 3 clusters Score -63433.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -63520.281250 Penalty: 673.623108
	Iteration 6F: 3 clusters Score -63520.28 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -63588.855469 Penalty: 673.623108
	Iteration 7Q: 3 clusters Score -63588.86 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -63651.441406 Penalty: 673.623108
	Iteration 8Q: 3 clusters Score -63651.44 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -63724.058594 Penalty: 673.623108
	Iteration 9Q: 3 clusters Score -63724.06 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -63787.496094 Penalty: 673.623108
	Iteration 10Q: 3 clusters Score -63787.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -63819.691406 Penalty: 673.623108
	Iteration 11Q: 3 clusters Score -63819.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -63847.402344 Penalty: 673.623108
	Iteration 12Q: 3 clusters Score -63847.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -63871.937500 Penalty: 673.623108
	Iteration 13Q: 3 clusters Score -63871.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -63896.902344 Penalty: 673.623108
	Iteration 14Q: 3 clusters Score -63896.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -63930.863281 Penalty: 673.623108
	Iteration 15Q: 3 clusters Score -63930.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -63956.761719 Penalty: 673.623108
	Iteration 16Q: 3 clusters Score -63956.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -63969.761719 Penalty: 673.623108
	Iteration 17Q: 3 clusters Score -63969.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -63974.917969 Penalty: 673.623108
	Iteration 18Q: 3 clusters Score -63974.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -63976.648438 Penalty: 673.623108
	Iteration 19Q: 3 clusters Score -63976.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -63977.578125 Penalty: 673.623108
	Iteration 20F: 3 clusters Score -63977.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -63978.109375 Penalty: 673.623108
	Iteration 21Q: 3 clusters Score -63978.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -63978.109375 Penalty: 673.623108
	Iteration 22F: 3 clusters Score -63978.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Entering Unmasked Estep 
Score: -347545.031250 Penalty: 413.176453
	Iteration 0F: 2 clusters Score -347545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -341685.718750 Penalty: 826.352905
	Iteration 0F: 3 clusters Score -341685.7 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -343943.125000 Penalty: 826.352905
	Iteration 1F: 3 clusters Score -343943.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -344201.281250 Penalty: 826.352905
	Iteration 2F: 3 clusters Score -344201.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -344450.093750 Penalty: 826.352905
	Iteration 3F: 3 clusters Score -344450.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -344796.562500 Penalty: 826.352905
	Iteration 4F: 3 clusters Score -344796.6 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -345259.062500 Penalty: 826.352905
	Iteration 5F: 3 clusters Score -345259.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -345756.687500 Penalty: 826.352905
	Iteration 6F: 3 clusters Score -345756.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -346202.687500 Penalty: 826.352905
	Iteration 7F: 3 clusters Score -346202.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -346586.343750 Penalty: 826.352905
	Iteration 8Q: 3 clusters Score -346586.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -346829.625000 Penalty: 826.352905
	Iteration 9Q: 3 clusters Score -346829.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -346976.187500 Penalty: 826.352905
	Iteration 10Q: 3 clusters Score -346976.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -347064.531250 Penalty: 826.352905
	Iteration 11Q: 3 clusters Score -347064.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -347110.906250 Penalty: 826.352905
	Iteration 12Q: 3 clusters Score -347110.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -347139.343750 Penalty: 826.352905
	Iteration 13Q: 3 clusters Score -347139.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -347157.625000 Penalty: 826.352905
	Iteration 14Q: 3 clusters Score -347157.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -347171.281250 Penalty: 826.352905
	Iteration 15Q: 3 clusters Score -347171.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -347174.500000 Penalty: 826.352905
	Iteration 16Q: 3 clusters Score -347174.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -347178.937500 Penalty: 826.352905
	Iteration 17Q: 3 clusters Score -347178.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -347182.906250 Penalty: 826.352905
	Iteration 18Q: 3 clusters Score -347182.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -347190.562500 Penalty: 826.352905
	Iteration 19Q: 3 clusters Score -347190.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -347193.937500 Penalty: 826.352905
	Iteration 20F: 3 clusters Score -347193.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -347199.093750 Penalty: 826.352905
	Iteration 21Q: 3 clusters Score -347199.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -347202.187500 Penalty: 826.352905
	Iteration 22Q: 3 clusters Score -347202.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -347206.593750 Penalty: 826.352905
	Iteration 23Q: 3 clusters Score -347206.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -347209.031250 Penalty: 826.352905
	Iteration 24Q: 3 clusters Score -347209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -347211.593750 Penalty: 826.352905
	Iteration 25Q: 3 clusters Score -347211.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -347213.187500 Penalty: 826.352905
	Iteration 26Q: 3 clusters Score -347213.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -347214.281250 Penalty: 826.352905
	Iteration 27Q: 3 clusters Score -347214.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -347215.750000 Penalty: 826.352905
	Iteration 28Q: 3 clusters Score -347215.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -347215.937500 Penalty: 826.352905
	Iteration 29Q: 3 clusters Score -347215.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -347217.062500 Penalty: 826.352905
	Iteration 30Q: 3 clusters Score -347217.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -347217.062500 Penalty: 826.352905
	Iteration 31Q: 3 clusters Score -347217.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -347218.406250 Penalty: 826.352905
	Iteration 32Q: 3 clusters Score -347218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -347219.500000 Penalty: 826.352905
	Iteration 33Q: 3 clusters Score -347219.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -347219.500000 Penalty: 826.352905
	Iteration 34F: 3 clusters Score -347219.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -7881.675781 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -7881.676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7580.685059 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -7580.685 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7688.423828 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -7688.424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7728.861816 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -7728.862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7766.640625 Penalty: 515.644836
	Iteration 3F: 3 clusters Score -7766.641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7783.563965 Penalty: 515.644836
	Iteration 4F: 3 clusters Score -7783.564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7792.644043 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -7792.644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7799.859863 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -7799.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7805.015625 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -7805.016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7805.833008 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -7805.833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7806.111816 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -7806.112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7806.111816 Penalty: 515.644836
	Iteration 10F: 3 clusters Score -7806.112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -138445.875000 Penalty: 372.242828
	Iteration 0F: 2 clusters Score -138445.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -135952.171875 Penalty: 744.485657
	Iteration 0F: 3 clusters Score -135952.2 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -136856.828125 Penalty: 744.485657
	Iteration 1F: 3 clusters Score -136856.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -136985.812500 Penalty: 744.485657
	Iteration 2F: 3 clusters Score -136985.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -137153.437500 Penalty: 744.485657
	Iteration 3F: 3 clusters Score -137153.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -137357.890625 Penalty: 744.485657
	Iteration 4F: 3 clusters Score -137357.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -137562.312500 Penalty: 744.485657
	Iteration 5F: 3 clusters Score -137562.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -137712.171875 Penalty: 744.485657
	Iteration 6F: 3 clusters Score -137712.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -137830.375000 Penalty: 744.485657
	Iteration 7Q: 3 clusters Score -137830.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -137915.937500 Penalty: 744.485657
	Iteration 8Q: 3 clusters Score -137915.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -137963.531250 Penalty: 744.485657
	Iteration 9Q: 3 clusters Score -137963.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -138007.468750 Penalty: 744.485657
	Iteration 10Q: 3 clusters Score -138007.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -138052.921875 Penalty: 744.485657
	Iteration 11Q: 3 clusters Score -138052.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -138086.359375 Penalty: 744.485657
	Iteration 12Q: 3 clusters Score -138086.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -138107.453125 Penalty: 744.485657
	Iteration 13Q: 3 clusters Score -138107.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -138129.546875 Penalty: 744.485657
	Iteration 14Q: 3 clusters Score -138129.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -138160.062500 Penalty: 744.485657
	Iteration 15Q: 3 clusters Score -138160.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -138183.265625 Penalty: 744.485657
	Iteration 16Q: 3 clusters Score -138183.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -138191.546875 Penalty: 744.485657
	Iteration 17Q: 3 clusters Score -138191.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -138201.703125 Penalty: 744.485657
	Iteration 18Q: 3 clusters Score -138201.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -138209.296875 Penalty: 744.485657
	Iteration 19Q: 3 clusters Score -138209.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -138212.828125 Penalty: 744.485657
	Iteration 20F: 3 clusters Score -138212.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -138214.468750 Penalty: 744.485657
	Iteration 21Q: 3 clusters Score -138214.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -138217.015625 Penalty: 744.485657
	Iteration 22Q: 3 clusters Score -138217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -138220.031250 Penalty: 744.485657
	Iteration 23Q: 3 clusters Score -138220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -138222.875000 Penalty: 744.485657
	Iteration 24Q: 3 clusters Score -138222.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -138224.203125 Penalty: 744.485657
	Iteration 25Q: 3 clusters Score -138224.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -138225.109375 Penalty: 744.485657
	Iteration 26Q: 3 clusters Score -138225.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -138225.796875 Penalty: 744.485657
	Iteration 27Q: 3 clusters Score -138225.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -138226.234375 Penalty: 744.485657
	Iteration 28Q: 3 clusters Score -138226.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -138227.421875 Penalty: 744.485657
	Iteration 29Q: 3 clusters Score -138227.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -138228.078125 Penalty: 744.485657
	Iteration 30Q: 3 clusters Score -138228.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -138228.000000 Penalty: 744.485657
	Iteration 31Q: 3 clusters Score -138228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -138227.937500 Penalty: 744.485657
	Iteration 32Q: 3 clusters Score -138227.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -138227.937500 Penalty: 744.485657
	Iteration 33F: 3 clusters Score -138227.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -35767.031250 Penalty: 316.174835
	Iteration 0F: 2 clusters Score -35767.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -34949.550781 Penalty: 632.349670
	Iteration 0F: 3 clusters Score -34949.55 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -35231.957031 Penalty: 632.349670
	Iteration 1F: 3 clusters Score -35231.96 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -35340.269531 Penalty: 632.349670
	Iteration 2F: 3 clusters Score -35340.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35406.941406 Penalty: 632.349670
	Iteration 3F: 3 clusters Score -35406.94 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35440.750000 Penalty: 632.349670
	Iteration 4Q: 3 clusters Score -35440.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35473.929688 Penalty: 632.349670
	Iteration 5Q: 3 clusters Score -35473.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35505.449219 Penalty: 632.349670
	Iteration 6Q: 3 clusters Score -35505.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35520.511719 Penalty: 632.349670
	Iteration 7Q: 3 clusters Score -35520.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35534.621094 Penalty: 632.349670
	Iteration 8Q: 3 clusters Score -35534.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35550.503906 Penalty: 632.349670
	Iteration 9Q: 3 clusters Score -35550.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35572.601562 Penalty: 632.349670
	Iteration 10Q: 3 clusters Score -35572.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35589.101562 Penalty: 632.349670
	Iteration 11Q: 3 clusters Score -35589.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35599.226562 Penalty: 632.349670
	Iteration 12Q: 3 clusters Score -35599.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35602.171875 Penalty: 632.349670
	Iteration 13Q: 3 clusters Score -35602.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35604.050781 Penalty: 632.349670
	Iteration 14Q: 3 clusters Score -35604.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35606.996094 Penalty: 632.349670
	Iteration 15Q: 3 clusters Score -35607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35615.109375 Penalty: 632.349670
	Iteration 16Q: 3 clusters Score -35615.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35622.121094 Penalty: 632.349670
	Iteration 17Q: 3 clusters Score -35622.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35625.121094 Penalty: 632.349670
	Iteration 18Q: 3 clusters Score -35625.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35627.871094 Penalty: 632.349670
	Iteration 19Q: 3 clusters Score -35627.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35629.941406 Penalty: 632.349670
	Iteration 20F: 3 clusters Score -35629.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35637.046875 Penalty: 632.349670
	Iteration 21Q: 3 clusters Score -35637.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35644.570312 Penalty: 632.349670
	Iteration 22Q: 3 clusters Score -35644.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35647.238281 Penalty: 632.349670
	Iteration 23Q: 3 clusters Score -35647.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35651.664062 Penalty: 632.349670
	Iteration 24Q: 3 clusters Score -35651.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35662.503906 Penalty: 632.349670
	Iteration 25Q: 3 clusters Score -35662.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35669.734375 Penalty: 632.349670
	Iteration 26Q: 3 clusters Score -35669.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35671.906250 Penalty: 632.349670
	Iteration 27Q: 3 clusters Score -35671.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35676.304688 Penalty: 632.349670
	Iteration 28Q: 3 clusters Score -35676.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35681.457031 Penalty: 632.349670
	Iteration 29Q: 3 clusters Score -35681.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35689.011719 Penalty: 632.349670
	Iteration 30Q: 3 clusters Score -35689.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35691.156250 Penalty: 632.349670
	Iteration 31Q: 3 clusters Score -35691.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -35693.113281 Penalty: 632.349670
	Iteration 32Q: 3 clusters Score -35693.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35694.570312 Penalty: 632.349670
	Iteration 33Q: 3 clusters Score -35694.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35695.460938 Penalty: 632.349670
	Iteration 34Q: 3 clusters Score -35695.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35695.613281 Penalty: 632.349670
	Iteration 35Q: 3 clusters Score -35695.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35695.613281 Penalty: 632.349670
	Iteration 36F: 3 clusters Score -35695.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Entering Unmasked Estep 
Score: -160723.515625 Penalty: 377.877045
	Iteration 0F: 2 clusters Score -160723.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -157980.625000 Penalty: 755.754089
	Iteration 0F: 3 clusters Score -157980.6 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -158954.015625 Penalty: 755.754089
	Iteration 1F: 3 clusters Score -158954 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -159103.421875 Penalty: 755.754089
	Iteration 2F: 3 clusters Score -159103.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -159237.000000 Penalty: 755.754089
	Iteration 3F: 3 clusters Score -159237 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -159346.109375 Penalty: 755.754089
	Iteration 4F: 3 clusters Score -159346.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -159425.015625 Penalty: 755.754089
	Iteration 5Q: 3 clusters Score -159425 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -159478.593750 Penalty: 755.754089
	Iteration 6Q: 3 clusters Score -159478.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -159533.078125 Penalty: 755.754089
	Iteration 7Q: 3 clusters Score -159533.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -159580.484375 Penalty: 755.754089
	Iteration 8Q: 3 clusters Score -159580.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -159628.046875 Penalty: 755.754089
	Iteration 9Q: 3 clusters Score -159628 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -159680.843750 Penalty: 755.754089
	Iteration 10Q: 3 clusters Score -159680.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -159732.703125 Penalty: 755.754089
	Iteration 11Q: 3 clusters Score -159732.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -159784.734375 Penalty: 755.754089
	Iteration 12Q: 3 clusters Score -159784.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -159829.187500 Penalty: 755.754089
	Iteration 13Q: 3 clusters Score -159829.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -159876.437500 Penalty: 755.754089
	Iteration 14Q: 3 clusters Score -159876.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -159930.562500 Penalty: 755.754089
	Iteration 15Q: 3 clusters Score -159930.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -159989.718750 Penalty: 755.754089
	Iteration 16Q: 3 clusters Score -159989.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -160043.562500 Penalty: 755.754089
	Iteration 17Q: 3 clusters Score -160043.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -160095.265625 Penalty: 755.754089
	Iteration 18Q: 3 clusters Score -160095.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -160152.734375 Penalty: 755.754089
	Iteration 19Q: 3 clusters Score -160152.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -160198.984375 Penalty: 755.754089
	Iteration 20F: 3 clusters Score -160199 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -160240.140625 Penalty: 755.754089
	Iteration 21Q: 3 clusters Score -160240.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -160278.656250 Penalty: 755.754089
	Iteration 22Q: 3 clusters Score -160278.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -160312.625000 Penalty: 755.754089
	Iteration 23Q: 3 clusters Score -160312.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -160340.140625 Penalty: 755.754089
	Iteration 24Q: 3 clusters Score -160340.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -160357.500000 Penalty: 755.754089
	Iteration 25Q: 3 clusters Score -160357.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -160369.453125 Penalty: 755.754089
	Iteration 26Q: 3 clusters Score -160369.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -160379.000000 Penalty: 755.754089
	Iteration 27Q: 3 clusters Score -160379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -160388.125000 Penalty: 755.754089
	Iteration 28Q: 3 clusters Score -160388.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -160393.953125 Penalty: 755.754089
	Iteration 29Q: 3 clusters Score -160394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -160401.171875 Penalty: 755.754089
	Iteration 30Q: 3 clusters Score -160401.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -160407.031250 Penalty: 755.754089
	Iteration 31Q: 3 clusters Score -160407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -160411.968750 Penalty: 755.754089
	Iteration 32Q: 3 clusters Score -160412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -160416.718750 Penalty: 755.754089
	Iteration 33Q: 3 clusters Score -160416.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -160418.609375 Penalty: 755.754089
	Iteration 34Q: 3 clusters Score -160418.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -160423.750000 Penalty: 755.754089
	Iteration 35Q: 3 clusters Score -160423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -160427.437500 Penalty: 755.754089
	Iteration 36Q: 3 clusters Score -160427.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -160430.015625 Penalty: 755.754089
	Iteration 37Q: 3 clusters Score -160430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -160431.546875 Penalty: 755.754089
	Iteration 38Q: 3 clusters Score -160431.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -160432.046875 Penalty: 755.754089
	Iteration 39Q: 3 clusters Score -160432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -160432.046875 Penalty: 755.754089
	Iteration 40F: 3 clusters Score -160432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -45691.156250 Penalty: 327.585358
	Iteration 0F: 2 clusters Score -45691.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -44659.089844 Penalty: 655.170715
	Iteration 0F: 3 clusters Score -44659.09 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -45004.304688 Penalty: 655.170715
	Iteration 1F: 3 clusters Score -45004.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -45104.175781 Penalty: 655.170715
	Iteration 2F: 3 clusters Score -45104.18 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -45176.703125 Penalty: 655.170715
	Iteration 3F: 3 clusters Score -45176.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -45226.535156 Penalty: 655.170715
	Iteration 4F: 3 clusters Score -45226.54 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -45275.117188 Penalty: 655.170715
	Iteration 5Q: 3 clusters Score -45275.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -45323.156250 Penalty: 655.170715
	Iteration 6Q: 3 clusters Score -45323.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -45362.128906 Penalty: 655.170715
	Iteration 7Q: 3 clusters Score -45362.13 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -45390.917969 Penalty: 655.170715
	Iteration 8Q: 3 clusters Score -45390.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -45420.031250 Penalty: 655.170715
	Iteration 9Q: 3 clusters Score -45420.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -45434.824219 Penalty: 655.170715
	Iteration 10Q: 3 clusters Score -45434.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -45445.421875 Penalty: 655.170715
	Iteration 11Q: 3 clusters Score -45445.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -45457.339844 Penalty: 655.170715
	Iteration 12Q: 3 clusters Score -45457.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -45467.042969 Penalty: 655.170715
	Iteration 13Q: 3 clusters Score -45467.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -45484.195312 Penalty: 655.170715
	Iteration 14Q: 3 clusters Score -45484.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -45502.238281 Penalty: 655.170715
	Iteration 15Q: 3 clusters Score -45502.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -45515.890625 Penalty: 655.170715
	Iteration 16Q: 3 clusters Score -45515.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -45523.617188 Penalty: 655.170715
	Iteration 17Q: 3 clusters Score -45523.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -45532.957031 Penalty: 655.170715
	Iteration 18Q: 3 clusters Score -45532.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -45549.625000 Penalty: 655.170715
	Iteration 19Q: 3 clusters Score -45549.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -45567.445312 Penalty: 655.170715
	Iteration 20F: 3 clusters Score -45567.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -45585.933594 Penalty: 655.170715
	Iteration 21Q: 3 clusters Score -45585.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -45607.144531 Penalty: 655.170715
	Iteration 22Q: 3 clusters Score -45607.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -45616.125000 Penalty: 655.170715
	Iteration 23Q: 3 clusters Score -45616.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -45628.156250 Penalty: 655.170715
	Iteration 24Q: 3 clusters Score -45628.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -45663.566406 Penalty: 655.170715
	Iteration 25Q: 3 clusters Score -45663.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -45687.035156 Penalty: 655.170715
	Iteration 26Q: 3 clusters Score -45687.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -45699.902344 Penalty: 655.170715
	Iteration 27Q: 3 clusters Score -45699.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -45703.660156 Penalty: 655.170715
	Iteration 28Q: 3 clusters Score -45703.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -45704.339844 Penalty: 655.170715
	Iteration 29Q: 3 clusters Score -45704.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -45704.742188 Penalty: 655.170715
	Iteration 30Q: 3 clusters Score -45704.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -45704.742188 Penalty: 655.170715
	Iteration 31F: 3 clusters Score -45704.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3026 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12296 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 6233 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 27262 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 284421 members 
Mstep: Class 17 contains 4731 members 
Mstep: Class 18 contains 6779 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 616 members 
Mstep: Class 22 contains 1674 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 11961 members 
Mstep: Class 26 contains 1591 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8785 members 
Mstep: Class 29 contains 522 members 
Mstep: Class 30 contains 289 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 817 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 723 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57310 members 
Mstep: Class 40 contains 5162 members 
Mstep: Class 41 contains 2918 members 
Mstep: Class 42 contains 216548 members 
Mstep: Class 43 contains 3134 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
Score: -28357814.000000 Penalty: 27028.597656
Splitting cluster 34 changes total score from -28358056.000000 to -28357814.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -61831.019531 Penalty: 333.830627
	Iteration 0F: 2 clusters Score -61831.02 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 765 members 
Entering Unmasked Estep 
Score: -60689.808594 Penalty: 667.661255
	Iteration 0F: 3 clusters Score -60689.81 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -61060.632812 Penalty: 667.661255
	Iteration 1F: 3 clusters Score -61060.63 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -61124.265625 Penalty: 667.661255
	Iteration 2F: 3 clusters Score -61124.27 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -61167.457031 Penalty: 667.661255
	Iteration 3Q: 3 clusters Score -61167.46 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -61209.835938 Penalty: 667.661255
	Iteration 4Q: 3 clusters Score -61209.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -61245.117188 Penalty: 667.661255
	Iteration 5Q: 3 clusters Score -61245.12 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -61283.968750 Penalty: 667.661255
	Iteration 6Q: 3 clusters Score -61283.97 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -61311.738281 Penalty: 667.661255
	Iteration 7Q: 3 clusters Score -61311.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -61328.605469 Penalty: 667.661255
	Iteration 8Q: 3 clusters Score -61328.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -61343.945312 Penalty: 667.661255
	Iteration 9Q: 3 clusters Score -61343.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -61356.066406 Penalty: 667.661255
	Iteration 10Q: 3 clusters Score -61356.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -61368.175781 Penalty: 667.661255
	Iteration 11Q: 3 clusters Score -61368.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -61374.097656 Penalty: 667.661255
	Iteration 12Q: 3 clusters Score -61374.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -61378.589844 Penalty: 667.661255
	Iteration 13Q: 3 clusters Score -61378.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -61383.011719 Penalty: 667.661255
	Iteration 14Q: 3 clusters Score -61383.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -61385.187500 Penalty: 667.661255
	Iteration 15Q: 3 clusters Score -61385.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -61388.859375 Penalty: 667.661255
	Iteration 16Q: 3 clusters Score -61388.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -61393.121094 Penalty: 667.661255
	Iteration 17Q: 3 clusters Score -61393.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -61394.765625 Penalty: 667.661255
	Iteration 18Q: 3 clusters Score -61394.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -61396.875000 Penalty: 667.661255
	Iteration 19Q: 3 clusters Score -61396.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -61397.457031 Penalty: 667.661255
	Iteration 20F: 3 clusters Score -61397.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -61398.691406 Penalty: 667.661255
	Iteration 21Q: 3 clusters Score -61398.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -61399.292969 Penalty: 667.661255
	Iteration 22Q: 3 clusters Score -61399.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -61399.996094 Penalty: 667.661255
	Iteration 23Q: 3 clusters Score -61400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -61401.726562 Penalty: 667.661255
	Iteration 24Q: 3 clusters Score -61401.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -61403.597656 Penalty: 667.661255
	Iteration 25Q: 3 clusters Score -61403.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -61406.511719 Penalty: 667.661255
	Iteration 26Q: 3 clusters Score -61406.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -61408.167969 Penalty: 667.661255
	Iteration 27Q: 3 clusters Score -61408.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -61409.375000 Penalty: 667.661255
	Iteration 28Q: 3 clusters Score -61409.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -61411.089844 Penalty: 667.661255
	Iteration 29Q: 3 clusters Score -61411.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -61415.679688 Penalty: 667.661255
	Iteration 30Q: 3 clusters Score -61415.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -61427.429688 Penalty: 667.661255
	Iteration 31Q: 3 clusters Score -61427.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -61437.738281 Penalty: 667.661255
	Iteration 32Q: 3 clusters Score -61437.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -61443.066406 Penalty: 667.661255
	Iteration 33Q: 3 clusters Score -61443.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -61447.914062 Penalty: 667.661255
	Iteration 34Q: 3 clusters Score -61447.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -61452.953125 Penalty: 667.661255
	Iteration 35Q: 3 clusters Score -61452.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -61455.792969 Penalty: 667.661255
	Iteration 36Q: 3 clusters Score -61455.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -61461.347656 Penalty: 667.661255
	Iteration 37Q: 3 clusters Score -61461.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -61466.781250 Penalty: 667.661255
	Iteration 38Q: 3 clusters Score -61466.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -61469.437500 Penalty: 667.661255
	Iteration 39Q: 3 clusters Score -61469.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -61471.019531 Penalty: 667.661255
	Iteration 40F: 3 clusters Score -61471.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -61472.703125 Penalty: 667.661255
	Iteration 41Q: 3 clusters Score -61472.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -61475.097656 Penalty: 667.661255
	Iteration 42Q: 3 clusters Score -61475.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -61479.648438 Penalty: 667.661255
	Iteration 43Q: 3 clusters Score -61479.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -61483.812500 Penalty: 667.661255
	Iteration 44Q: 3 clusters Score -61483.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -61487.691406 Penalty: 667.661255
	Iteration 45Q: 3 clusters Score -61487.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -61489.847656 Penalty: 667.661255
	Iteration 46Q: 3 clusters Score -61489.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -61494.050781 Penalty: 667.661255
	Iteration 47Q: 3 clusters Score -61494.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -61501.445312 Penalty: 667.661255
	Iteration 48Q: 3 clusters Score -61501.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -61510.476562 Penalty: 667.661255
	Iteration 49Q: 3 clusters Score -61510.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -61521.593750 Penalty: 667.661255
	Iteration 50Q: 3 clusters Score -61521.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -61529.777344 Penalty: 667.661255
	Iteration 51Q: 3 clusters Score -61529.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -61535.339844 Penalty: 667.661255
	Iteration 52Q: 3 clusters Score -61535.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -61542.453125 Penalty: 667.661255
	Iteration 53Q: 3 clusters Score -61542.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -61549.515625 Penalty: 667.661255
	Iteration 54Q: 3 clusters Score -61549.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -61556.855469 Penalty: 667.661255
	Iteration 55Q: 3 clusters Score -61556.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -61570.761719 Penalty: 667.661255
	Iteration 56Q: 3 clusters Score -61570.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -61574.039062 Penalty: 667.661255
	Iteration 57Q: 3 clusters Score -61574.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -61574.628906 Penalty: 667.661255
	Iteration 58Q: 3 clusters Score -61574.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -61574.628906 Penalty: 667.661255
	Iteration 59F: 3 clusters Score -61574.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -26733.396484 Penalty: 299.545135
	Iteration 0F: 2 clusters Score -26733.4 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 350 members 
Entering Unmasked Estep 
Score: -26087.853516 Penalty: 599.090271
	Iteration 0F: 3 clusters Score -26087.85 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -26289.525391 Penalty: 599.090271
	Iteration 1F: 3 clusters Score -26289.53 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -26374.183594 Penalty: 599.090271
	Iteration 2F: 3 clusters Score -26374.18 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -26431.939453 Penalty: 599.090271
	Iteration 3F: 3 clusters Score -26431.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -26455.468750 Penalty: 599.090271
	Iteration 4Q: 3 clusters Score -26455.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -26468.912109 Penalty: 599.090271
	Iteration 5Q: 3 clusters Score -26468.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -26474.386719 Penalty: 599.090271
	Iteration 6Q: 3 clusters Score -26474.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -26477.673828 Penalty: 599.090271
	Iteration 7Q: 3 clusters Score -26477.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -26479.128906 Penalty: 599.090271
	Iteration 8Q: 3 clusters Score -26479.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26480.857422 Penalty: 599.090271
	Iteration 9Q: 3 clusters Score -26480.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26481.242188 Penalty: 599.090271
	Iteration 10Q: 3 clusters Score -26481.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26481.521484 Penalty: 599.090271
	Iteration 11Q: 3 clusters Score -26481.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -26482.716797 Penalty: 599.090271
	Iteration 12Q: 3 clusters Score -26482.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26485.265625 Penalty: 599.090271
	Iteration 13Q: 3 clusters Score -26485.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -26486.824219 Penalty: 599.090271
	Iteration 14Q: 3 clusters Score -26486.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -26487.675781 Penalty: 599.090271
	Iteration 15Q: 3 clusters Score -26487.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -26487.675781 Penalty: 599.090271
	Iteration 16F: 3 clusters Score -26487.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -58613.449219 Penalty: 331.863251
	Iteration 0F: 2 clusters Score -58613.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -57525.039062 Penalty: 663.726501
	Iteration 0F: 3 clusters Score -57525.04 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -57903.902344 Penalty: 663.726501
	Iteration 1F: 3 clusters Score -57903.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -57966.359375 Penalty: 663.726501
	Iteration 2F: 3 clusters Score -57966.36 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -58001.125000 Penalty: 663.726501
	Iteration 3F: 3 clusters Score -58001.12 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -58028.714844 Penalty: 663.726501
	Iteration 4Q: 3 clusters Score -58028.71 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -58057.828125 Penalty: 663.726501
	Iteration 5Q: 3 clusters Score -58057.83 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -58086.753906 Penalty: 663.726501
	Iteration 6Q: 3 clusters Score -58086.75 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -58110.542969 Penalty: 663.726501
	Iteration 7Q: 3 clusters Score -58110.54 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -58128.214844 Penalty: 663.726501
	Iteration 8Q: 3 clusters Score -58128.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -58142.609375 Penalty: 663.726501
	Iteration 9Q: 3 clusters Score -58142.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -58153.746094 Penalty: 663.726501
	Iteration 10Q: 3 clusters Score -58153.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -58166.406250 Penalty: 663.726501
	Iteration 11Q: 3 clusters Score -58166.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -58186.550781 Penalty: 663.726501
	Iteration 12Q: 3 clusters Score -58186.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -58200.621094 Penalty: 663.726501
	Iteration 13Q: 3 clusters Score -58200.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -58211.562500 Penalty: 663.726501
	Iteration 14Q: 3 clusters Score -58211.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -58221.265625 Penalty: 663.726501
	Iteration 15Q: 3 clusters Score -58221.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -58240.769531 Penalty: 663.726501
	Iteration 16Q: 3 clusters Score -58240.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -58258.562500 Penalty: 663.726501
	Iteration 17Q: 3 clusters Score -58258.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -58264.167969 Penalty: 663.726501
	Iteration 18Q: 3 clusters Score -58264.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -58267.980469 Penalty: 663.726501
	Iteration 19Q: 3 clusters Score -58267.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -58276.335938 Penalty: 663.726501
	Iteration 20F: 3 clusters Score -58276.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -58286.148438 Penalty: 663.726501
	Iteration 21Q: 3 clusters Score -58286.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -58294.503906 Penalty: 663.726501
	Iteration 22Q: 3 clusters Score -58294.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -58303.671875 Penalty: 663.726501
	Iteration 23Q: 3 clusters Score -58303.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -58314.750000 Penalty: 663.726501
	Iteration 24Q: 3 clusters Score -58314.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -58319.285156 Penalty: 663.726501
	Iteration 25Q: 3 clusters Score -58319.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -58321.574219 Penalty: 663.726501
	Iteration 26Q: 3 clusters Score -58321.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -58321.574219 Penalty: 663.726501
	Iteration 27F: 3 clusters Score -58321.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -8562.002930 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -8562.003 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 116 members 
Entering Unmasked Estep 
Score: -8261.091797 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -8261.092 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8355.696289 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -8355.696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8397.944336 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -8397.944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8410.863281 Penalty: 499.116516
	Iteration 3F: 3 clusters Score -8410.863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8422.306641 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -8422.307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8428.701172 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -8428.701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8434.815430 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -8434.815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8438.758789 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -8438.759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8442.851562 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -8442.852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8443.368164 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -8443.368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8444.722656 Penalty: 499.116516
	Iteration 10Q: 3 clusters Score -8444.723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8445.167969 Penalty: 499.116516
	Iteration 11Q: 3 clusters Score -8445.168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8445.167969 Penalty: 499.116516
	Iteration 12F: 3 clusters Score -8445.168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (57310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Entering Unmasked Estep 
Score: -2314602.500000 Penalty: 498.508484
	Iteration 0F: 2 clusters Score -2314602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -2276203.750000 Penalty: 997.016968
	Iteration 0F: 3 clusters Score -2276204 nChanged 27837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -2292152.250000 Penalty: 997.016968
	Iteration 1F: 3 clusters Score -2292152 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -2292732.500000 Penalty: 997.016968
	Iteration 2Q: 3 clusters Score -2292732 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -2293453.750000 Penalty: 997.016968
	Iteration 3Q: 3 clusters Score -2293454 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -2294489.250000 Penalty: 997.016968
	Iteration 4Q: 3 clusters Score -2294489 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -2295801.250000 Penalty: 997.016968
	Iteration 5F: 3 clusters Score -2295801 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -2297365.250000 Penalty: 997.016968
	Iteration 6F: 3 clusters Score -2297365 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2299041.000000 Penalty: 997.016968
	Iteration 7F: 3 clusters Score -2299041 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2300855.250000 Penalty: 997.016968
	Iteration 8F: 3 clusters Score -2300855 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2302921.750000 Penalty: 997.016968
	Iteration 9F: 3 clusters Score -2302922 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2304999.250000 Penalty: 997.016968
	Iteration 10Q: 3 clusters Score -2304999 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2306947.500000 Penalty: 997.016968
	Iteration 11Q: 3 clusters Score -2306948 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2308589.750000 Penalty: 997.016968
	Iteration 12Q: 3 clusters Score -2308590 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2309881.500000 Penalty: 997.016968
	Iteration 13Q: 3 clusters Score -2309882 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2310957.750000 Penalty: 997.016968
	Iteration 14Q: 3 clusters Score -2310958 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2311810.750000 Penalty: 997.016968
	Iteration 15Q: 3 clusters Score -2311811 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2312596.250000 Penalty: 997.016968
	Iteration 16Q: 3 clusters Score -2312596 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2313234.750000 Penalty: 997.016968
	Iteration 17Q: 3 clusters Score -2313235 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2313713.750000 Penalty: 997.016968
	Iteration 18Q: 3 clusters Score -2313714 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2314007.000000 Penalty: 997.016968
	Iteration 19Q: 3 clusters Score -2314007 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56085 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2314178.500000 Penalty: 997.016968
	Iteration 20F: 3 clusters Score -2314178 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2314292.500000 Penalty: 997.016968
	Iteration 21Q: 3 clusters Score -2314292 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2314375.000000 Penalty: 997.016968
	Iteration 22Q: 3 clusters Score -2314375 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56576 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2314423.250000 Penalty: 997.016968
	Iteration 23Q: 3 clusters Score -2314423 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2314444.000000 Penalty: 997.016968
	Iteration 24Q: 3 clusters Score -2314444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56674 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2314462.000000 Penalty: 997.016968
	Iteration 25Q: 3 clusters Score -2314462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2314483.750000 Penalty: 997.016968
	Iteration 26Q: 3 clusters Score -2314484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2314490.250000 Penalty: 997.016968
	Iteration 27Q: 3 clusters Score -2314490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56737 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2314496.250000 Penalty: 997.016968
	Iteration 28Q: 3 clusters Score -2314496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56747 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2314497.250000 Penalty: 997.016968
	Iteration 29Q: 3 clusters Score -2314497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56754 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2314501.250000 Penalty: 997.016968
	Iteration 30Q: 3 clusters Score -2314501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2314503.500000 Penalty: 997.016968
	Iteration 31Q: 3 clusters Score -2314504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56765 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2314504.750000 Penalty: 997.016968
	Iteration 32Q: 3 clusters Score -2314505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56769 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2314505.750000 Penalty: 997.016968
	Iteration 33Q: 3 clusters Score -2314506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2314507.500000 Penalty: 997.016968
	Iteration 34Q: 3 clusters Score -2314508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2314508.750000 Penalty: 997.016968
	Iteration 35Q: 3 clusters Score -2314509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56781 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2314509.000000 Penalty: 997.016968
	Iteration 36Q: 3 clusters Score -2314509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2314511.750000 Penalty: 997.016968
	Iteration 37Q: 3 clusters Score -2314512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56787 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2314514.250000 Penalty: 997.016968
	Iteration 38Q: 3 clusters Score -2314514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2314514.250000 Penalty: 997.016968
	Iteration 39Q: 3 clusters Score -2314514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2314514.250000 Penalty: 997.016968
	Iteration 40F: 3 clusters Score -2314514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2314516.500000 Penalty: 997.016968
	Iteration 41Q: 3 clusters Score -2314516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2314516.750000 Penalty: 997.016968
	Iteration 42Q: 3 clusters Score -2314517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56804 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2314515.500000 Penalty: 997.016968
	Iteration 43Q: 3 clusters Score -2314516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56804 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2314515.500000 Penalty: 997.016968
	Iteration 44F: 3 clusters Score -2314516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Entering Unmasked Estep 
Score: -213565.453125 Penalty: 388.983093
	Iteration 0F: 2 clusters Score -213565.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -210048.312500 Penalty: 777.966187
	Iteration 0F: 3 clusters Score -210048.3 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -211339.421875 Penalty: 777.966187
	Iteration 1F: 3 clusters Score -211339.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -211546.156250 Penalty: 777.966187
	Iteration 2F: 3 clusters Score -211546.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -211798.468750 Penalty: 777.966187
	Iteration 3F: 3 clusters Score -211798.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -212079.375000 Penalty: 777.966187
	Iteration 4F: 3 clusters Score -212079.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -212335.265625 Penalty: 777.966187
	Iteration 5F: 3 clusters Score -212335.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -212561.281250 Penalty: 777.966187
	Iteration 6F: 3 clusters Score -212561.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -212741.390625 Penalty: 777.966187
	Iteration 7Q: 3 clusters Score -212741.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -212856.125000 Penalty: 777.966187
	Iteration 8Q: 3 clusters Score -212856.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -212948.062500 Penalty: 777.966187
	Iteration 9Q: 3 clusters Score -212948.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -213032.375000 Penalty: 777.966187
	Iteration 10Q: 3 clusters Score -213032.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -213106.390625 Penalty: 777.966187
	Iteration 11Q: 3 clusters Score -213106.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -213163.859375 Penalty: 777.966187
	Iteration 12Q: 3 clusters Score -213163.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -213215.109375 Penalty: 777.966187
	Iteration 13Q: 3 clusters Score -213215.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -213245.375000 Penalty: 777.966187
	Iteration 14Q: 3 clusters Score -213245.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -213261.093750 Penalty: 777.966187
	Iteration 15Q: 3 clusters Score -213261.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -213269.515625 Penalty: 777.966187
	Iteration 16Q: 3 clusters Score -213269.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -213271.671875 Penalty: 777.966187
	Iteration 17Q: 3 clusters Score -213271.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -213274.015625 Penalty: 777.966187
	Iteration 18Q: 3 clusters Score -213274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -213276.781250 Penalty: 777.966187
	Iteration 19Q: 3 clusters Score -213276.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -213279.187500 Penalty: 777.966187
	Iteration 20F: 3 clusters Score -213279.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -213281.421875 Penalty: 777.966187
	Iteration 21Q: 3 clusters Score -213281.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -213283.000000 Penalty: 777.966187
	Iteration 22Q: 3 clusters Score -213283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -213284.140625 Penalty: 777.966187
	Iteration 23Q: 3 clusters Score -213284.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -213286.171875 Penalty: 777.966187
	Iteration 24Q: 3 clusters Score -213286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -213286.953125 Penalty: 777.966187
	Iteration 25Q: 3 clusters Score -213287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -213287.312500 Penalty: 777.966187
	Iteration 26Q: 3 clusters Score -213287.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -213288.734375 Penalty: 777.966187
	Iteration 27Q: 3 clusters Score -213288.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -213290.593750 Penalty: 777.966187
	Iteration 28Q: 3 clusters Score -213290.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -213293.406250 Penalty: 777.966187
	Iteration 29Q: 3 clusters Score -213293.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -213296.843750 Penalty: 777.966187
	Iteration 30Q: 3 clusters Score -213296.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -213299.921875 Penalty: 777.966187
	Iteration 31Q: 3 clusters Score -213299.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -213301.484375 Penalty: 777.966187
	Iteration 32Q: 3 clusters Score -213301.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -213303.062500 Penalty: 777.966187
	Iteration 33Q: 3 clusters Score -213303.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -213303.718750 Penalty: 777.966187
	Iteration 34Q: 3 clusters Score -213303.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -213305.000000 Penalty: 777.966187
	Iteration 35Q: 3 clusters Score -213305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -213306.046875 Penalty: 777.966187
	Iteration 36Q: 3 clusters Score -213306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -213306.953125 Penalty: 777.966187
	Iteration 37Q: 3 clusters Score -213307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -213308.359375 Penalty: 777.966187
	Iteration 38Q: 3 clusters Score -213308.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -213309.296875 Penalty: 777.966187
	Iteration 39Q: 3 clusters Score -213309.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -213309.640625 Penalty: 777.966187
	Iteration 40F: 3 clusters Score -213309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -213309.671875 Penalty: 777.966187
	Iteration 41Q: 3 clusters Score -213309.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -213310.750000 Penalty: 777.966187
	Iteration 42Q: 3 clusters Score -213310.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -213311.078125 Penalty: 777.966187
	Iteration 43Q: 3 clusters Score -213311.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -213311.625000 Penalty: 777.966187
	Iteration 44Q: 3 clusters Score -213311.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -213311.984375 Penalty: 777.966187
	Iteration 45Q: 3 clusters Score -213312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -213312.312500 Penalty: 777.966187
	Iteration 46Q: 3 clusters Score -213312.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -213313.906250 Penalty: 777.966187
	Iteration 47Q: 3 clusters Score -213313.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -213314.171875 Penalty: 777.966187
	Iteration 48Q: 3 clusters Score -213314.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -213315.046875 Penalty: 777.966187
	Iteration 49Q: 3 clusters Score -213315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -213315.890625 Penalty: 777.966187
	Iteration 50Q: 3 clusters Score -213315.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -213317.187500 Penalty: 777.966187
	Iteration 51Q: 3 clusters Score -213317.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -213318.078125 Penalty: 777.966187
	Iteration 52Q: 3 clusters Score -213318.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -213318.718750 Penalty: 777.966187
	Iteration 53Q: 3 clusters Score -213318.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -213318.515625 Penalty: 777.966187
	Iteration 54Q: 3 clusters Score -213318.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -213318.468750 Penalty: 777.966187
	Iteration 55Q: 3 clusters Score -213318.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -213318.703125 Penalty: 777.966187
	Iteration 56Q: 3 clusters Score -213318.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -213319.109375 Penalty: 777.966187
	Iteration 57Q: 3 clusters Score -213319.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -213319.109375 Penalty: 777.966187
	Iteration 58F: 3 clusters Score -213319.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Entering Unmasked Estep 
Score: -119331.554688 Penalty: 363.028748
	Iteration 0F: 2 clusters Score -119331.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -117323.414062 Penalty: 726.057495
	Iteration 0F: 3 clusters Score -117323.4 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -118049.664062 Penalty: 726.057495
	Iteration 1F: 3 clusters Score -118049.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -118223.562500 Penalty: 726.057495
	Iteration 2F: 3 clusters Score -118223.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -118385.617188 Penalty: 726.057495
	Iteration 3F: 3 clusters Score -118385.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -118532.578125 Penalty: 726.057495
	Iteration 4F: 3 clusters Score -118532.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -118663.851562 Penalty: 726.057495
	Iteration 5F: 3 clusters Score -118663.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -118757.687500 Penalty: 726.057495
	Iteration 6Q: 3 clusters Score -118757.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -118837.906250 Penalty: 726.057495
	Iteration 7Q: 3 clusters Score -118837.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -118893.007812 Penalty: 726.057495
	Iteration 8Q: 3 clusters Score -118893 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -118920.250000 Penalty: 726.057495
	Iteration 9Q: 3 clusters Score -118920.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -118941.406250 Penalty: 726.057495
	Iteration 10Q: 3 clusters Score -118941.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -118960.804688 Penalty: 726.057495
	Iteration 11Q: 3 clusters Score -118960.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -118984.601562 Penalty: 726.057495
	Iteration 12Q: 3 clusters Score -118984.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -119011.679688 Penalty: 726.057495
	Iteration 13Q: 3 clusters Score -119011.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -119026.070312 Penalty: 726.057495
	Iteration 14Q: 3 clusters Score -119026.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -119030.937500 Penalty: 726.057495
	Iteration 15Q: 3 clusters Score -119030.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -119032.250000 Penalty: 726.057495
	Iteration 16Q: 3 clusters Score -119032.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -119034.117188 Penalty: 726.057495
	Iteration 17Q: 3 clusters Score -119034.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -119035.070312 Penalty: 726.057495
	Iteration 18Q: 3 clusters Score -119035.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -119035.632812 Penalty: 726.057495
	Iteration 19Q: 3 clusters Score -119035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -119036.453125 Penalty: 726.057495
	Iteration 20F: 3 clusters Score -119036.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -119037.054688 Penalty: 726.057495
	Iteration 21Q: 3 clusters Score -119037.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -119037.640625 Penalty: 726.057495
	Iteration 22Q: 3 clusters Score -119037.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -119039.101562 Penalty: 726.057495
	Iteration 23Q: 3 clusters Score -119039.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -119039.921875 Penalty: 726.057495
	Iteration 24Q: 3 clusters Score -119039.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -119040.539062 Penalty: 726.057495
	Iteration 25Q: 3 clusters Score -119040.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -119041.953125 Penalty: 726.057495
	Iteration 26Q: 3 clusters Score -119042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -119042.953125 Penalty: 726.057495
	Iteration 27Q: 3 clusters Score -119043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -119045.226562 Penalty: 726.057495
	Iteration 28Q: 3 clusters Score -119045.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -119046.343750 Penalty: 726.057495
	Iteration 29Q: 3 clusters Score -119046.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -119047.453125 Penalty: 726.057495
	Iteration 30Q: 3 clusters Score -119047.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -119047.765625 Penalty: 726.057495
	Iteration 31Q: 3 clusters Score -119047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -119048.687500 Penalty: 726.057495
	Iteration 32Q: 3 clusters Score -119048.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -119050.781250 Penalty: 726.057495
	Iteration 33Q: 3 clusters Score -119050.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -119051.492188 Penalty: 726.057495
	Iteration 34Q: 3 clusters Score -119051.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -119052.679688 Penalty: 726.057495
	Iteration 35Q: 3 clusters Score -119052.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -119052.859375 Penalty: 726.057495
	Iteration 36Q: 3 clusters Score -119052.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -119053.250000 Penalty: 726.057495
	Iteration 37Q: 3 clusters Score -119053.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -119053.898438 Penalty: 726.057495
	Iteration 38Q: 3 clusters Score -119053.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -119053.937500 Penalty: 726.057495
	Iteration 39Q: 3 clusters Score -119053.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -119054.125000 Penalty: 726.057495
	Iteration 40F: 3 clusters Score -119054.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -119054.500000 Penalty: 726.057495
	Iteration 41Q: 3 clusters Score -119054.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -119055.351562 Penalty: 726.057495
	Iteration 42Q: 3 clusters Score -119055.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -119056.703125 Penalty: 726.057495
	Iteration 43Q: 3 clusters Score -119056.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -119057.429688 Penalty: 726.057495
	Iteration 44Q: 3 clusters Score -119057.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -119057.429688 Penalty: 726.057495
	Iteration 45Q: 3 clusters Score -119057.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -119057.750000 Penalty: 726.057495
	Iteration 46Q: 3 clusters Score -119057.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -119058.578125 Penalty: 726.057495
	Iteration 47Q: 3 clusters Score -119058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -119058.898438 Penalty: 726.057495
	Iteration 48Q: 3 clusters Score -119058.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -119059.265625 Penalty: 726.057495
	Iteration 49Q: 3 clusters Score -119059.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -119059.984375 Penalty: 726.057495
	Iteration 50Q: 3 clusters Score -119060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -119060.578125 Penalty: 726.057495
	Iteration 51Q: 3 clusters Score -119060.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -119063.273438 Penalty: 726.057495
	Iteration 52Q: 3 clusters Score -119063.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -119065.382812 Penalty: 726.057495
	Iteration 53Q: 3 clusters Score -119065.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -119067.031250 Penalty: 726.057495
	Iteration 54Q: 3 clusters Score -119067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -119067.601562 Penalty: 726.057495
	Iteration 55Q: 3 clusters Score -119067.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -119068.437500 Penalty: 726.057495
	Iteration 56Q: 3 clusters Score -119068.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -119069.414062 Penalty: 726.057495
	Iteration 57Q: 3 clusters Score -119069.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -119070.859375 Penalty: 726.057495
	Iteration 58Q: 3 clusters Score -119070.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -119071.656250 Penalty: 726.057495
	Iteration 59Q: 3 clusters Score -119071.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -119071.757812 Penalty: 726.057495
	Iteration 60F: 3 clusters Score -119071.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -119072.234375 Penalty: 726.057495
	Iteration 61Q: 3 clusters Score -119072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -119072.234375 Penalty: 726.057495
	Iteration 62F: 3 clusters Score -119072.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (216548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216548 members 
Entering Unmasked Estep 
Score: -8921525.000000 Penalty: 558.993286
	Iteration 0F: 2 clusters Score -8921525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108012 members 
Mstep: Class 2 contains 108536 members 
Entering Unmasked Estep 
Score: -8773942.000000 Penalty: 1117.986572
	Iteration 0F: 3 clusters Score -8773942 nChanged 106726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98816 members 
Mstep: Class 2 contains 117732 members 
Entering Unmasked Estep 
Score: -8841748.000000 Penalty: 1117.986572
	Iteration 1F: 3 clusters Score -8841748 nChanged 10073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92943 members 
Mstep: Class 2 contains 123605 members 
Entering Unmasked Estep 
Score: -8846113.000000 Penalty: 1117.986572
	Iteration 2Q: 3 clusters Score -8846113 nChanged 12595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84136 members 
Mstep: Class 2 contains 132412 members 
Entering Unmasked Estep 
Score: -8853418.000000 Penalty: 1117.986572
	Iteration 3F: 3 clusters Score -8853418 nChanged 14508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73104 members 
Mstep: Class 2 contains 143444 members 
Entering Unmasked Estep 
Score: -8863907.000000 Penalty: 1117.986572
	Iteration 4F: 3 clusters Score -8863907 nChanged 15002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61348 members 
Mstep: Class 2 contains 155200 members 
Entering Unmasked Estep 
Score: -8876238.000000 Penalty: 1117.986572
	Iteration 5F: 3 clusters Score -8876238 nChanged 13205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 165089 members 
Entering Unmasked Estep 
Score: -8886618.000000 Penalty: 1117.986572
	Iteration 6F: 3 clusters Score -8886618 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 172380 members 
Entering Unmasked Estep 
Score: -8893330.000000 Penalty: 1117.986572
	Iteration 7Q: 3 clusters Score -8893330 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 178116 members 
Entering Unmasked Estep 
Score: -8897314.000000 Penalty: 1117.986572
	Iteration 8Q: 3 clusters Score -8897314 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 183294 members 
Entering Unmasked Estep 
Score: -8900054.000000 Penalty: 1117.986572
	Iteration 9Q: 3 clusters Score -8900054 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 188319 members 
Entering Unmasked Estep 
Score: -8902641.000000 Penalty: 1117.986572
	Iteration 10Q: 3 clusters Score -8902641 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 193117 members 
Entering Unmasked Estep 
Score: -8905299.000000 Penalty: 1117.986572
	Iteration 11Q: 3 clusters Score -8905299 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 197673 members 
Entering Unmasked Estep 
Score: -8908002.000000 Penalty: 1117.986572
	Iteration 12Q: 3 clusters Score -8908002 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 201922 members 
Entering Unmasked Estep 
Score: -8910685.000000 Penalty: 1117.986572
	Iteration 13Q: 3 clusters Score -8910685 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 205672 members 
Entering Unmasked Estep 
Score: -8913231.000000 Penalty: 1117.986572
	Iteration 14Q: 3 clusters Score -8913231 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 208838 members 
Entering Unmasked Estep 
Score: -8915411.000000 Penalty: 1117.986572
	Iteration 15Q: 3 clusters Score -8915411 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 211384 members 
Entering Unmasked Estep 
Score: -8917284.000000 Penalty: 1117.986572
	Iteration 16Q: 3 clusters Score -8917284 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 213320 members 
Entering Unmasked Estep 
Score: -8918715.000000 Penalty: 1117.986572
	Iteration 17Q: 3 clusters Score -8918715 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 214653 members 
Entering Unmasked Estep 
Score: -8919700.000000 Penalty: 1117.986572
	Iteration 18Q: 3 clusters Score -8919700 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 215502 members 
Entering Unmasked Estep 
Score: -8920284.000000 Penalty: 1117.986572
	Iteration 19Q: 3 clusters Score -8920284 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 216017 members 
Entering Unmasked Estep 
Score: -8920700.000000 Penalty: 1117.986572
	Iteration 20F: 3 clusters Score -8920700 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 216259 members 
Entering Unmasked Estep 
Score: -8920876.000000 Penalty: 1117.986572
	Iteration 21Q: 3 clusters Score -8920876 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 216362 members 
Entering Unmasked Estep 
Score: -8920954.000000 Penalty: 1117.986572
	Iteration 22Q: 3 clusters Score -8920954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 216414 members 
Entering Unmasked Estep 
Score: -8920982.000000 Penalty: 1117.986572
	Iteration 23Q: 3 clusters Score -8920982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 216437 members 
Entering Unmasked Estep 
Score: -8920996.000000 Penalty: 1117.986572
	Iteration 24Q: 3 clusters Score -8920996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 216454 members 
Entering Unmasked Estep 
Score: -8921009.000000 Penalty: 1117.986572
	Iteration 25Q: 3 clusters Score -8921009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 216465 members 
Entering Unmasked Estep 
Score: -8921021.000000 Penalty: 1117.986572
	Iteration 26Q: 3 clusters Score -8921021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 216469 members 
Entering Unmasked Estep 
Score: -8921032.000000 Penalty: 1117.986572
	Iteration 27Q: 3 clusters Score -8921032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 216474 members 
Entering Unmasked Estep 
Score: -8921033.000000 Penalty: 1117.986572
	Iteration 28Q: 3 clusters Score -8921033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 216476 members 
Entering Unmasked Estep 
Score: -8921035.000000 Penalty: 1117.986572
	Iteration 29Q: 3 clusters Score -8921035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 216478 members 
Entering Unmasked Estep 
Score: -8921035.000000 Penalty: 1117.986572
	Iteration 30Q: 3 clusters Score -8921035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 216479 members 
Entering Unmasked Estep 
Score: -8921036.000000 Penalty: 1117.986572
	Iteration 31Q: 3 clusters Score -8921036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 216480 members 
Entering Unmasked Estep 
Score: -8921034.000000 Penalty: 1117.986572
	Iteration 32Q: 3 clusters Score -8921034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 216481 members 
Entering Unmasked Estep 
Score: -8921036.000000 Penalty: 1117.986572
	Iteration 33Q: 3 clusters Score -8921036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 216481 members 
Entering Unmasked Estep 
Score: -8921036.000000 Penalty: 1117.986572
	Iteration 34F: 3 clusters Score -8921036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Entering Unmasked Estep 
Score: -128222.968750 Penalty: 366.277954
	Iteration 0F: 2 clusters Score -128223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -126011.679688 Penalty: 732.555908
	Iteration 0F: 3 clusters Score -126011.7 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -126887.976562 Penalty: 732.555908
	Iteration 1F: 3 clusters Score -126888 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -126995.968750 Penalty: 732.555908
	Iteration 2F: 3 clusters Score -126996 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -127082.140625 Penalty: 732.555908
	Iteration 3F: 3 clusters Score -127082.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -127172.562500 Penalty: 732.555908
	Iteration 4Q: 3 clusters Score -127172.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -127267.875000 Penalty: 732.555908
	Iteration 5Q: 3 clusters Score -127267.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -127353.554688 Penalty: 732.555908
	Iteration 6Q: 3 clusters Score -127353.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -127429.703125 Penalty: 732.555908
	Iteration 7Q: 3 clusters Score -127429.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -127489.953125 Penalty: 732.555908
	Iteration 8Q: 3 clusters Score -127490 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -127549.593750 Penalty: 732.555908
	Iteration 9Q: 3 clusters Score -127549.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -127599.640625 Penalty: 732.555908
	Iteration 10Q: 3 clusters Score -127599.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -127646.882812 Penalty: 732.555908
	Iteration 11Q: 3 clusters Score -127646.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -127690.359375 Penalty: 732.555908
	Iteration 12Q: 3 clusters Score -127690.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -127737.640625 Penalty: 732.555908
	Iteration 13Q: 3 clusters Score -127737.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -127782.125000 Penalty: 732.555908
	Iteration 14Q: 3 clusters Score -127782.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -127809.703125 Penalty: 732.555908
	Iteration 15Q: 3 clusters Score -127809.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -127822.898438 Penalty: 732.555908
	Iteration 16Q: 3 clusters Score -127822.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -127830.234375 Penalty: 732.555908
	Iteration 17Q: 3 clusters Score -127830.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -127839.046875 Penalty: 732.555908
	Iteration 18Q: 3 clusters Score -127839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -127844.179688 Penalty: 732.555908
	Iteration 19Q: 3 clusters Score -127844.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -127848.960938 Penalty: 732.555908
	Iteration 20F: 3 clusters Score -127849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -127855.273438 Penalty: 732.555908
	Iteration 21Q: 3 clusters Score -127855.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -127861.335938 Penalty: 732.555908
	Iteration 22Q: 3 clusters Score -127861.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -127864.015625 Penalty: 732.555908
	Iteration 23Q: 3 clusters Score -127864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -127866.492188 Penalty: 732.555908
	Iteration 24Q: 3 clusters Score -127866.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -127872.359375 Penalty: 732.555908
	Iteration 25Q: 3 clusters Score -127872.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -127877.703125 Penalty: 732.555908
	Iteration 26Q: 3 clusters Score -127877.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -127882.343750 Penalty: 732.555908
	Iteration 27Q: 3 clusters Score -127882.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -127885.851562 Penalty: 732.555908
	Iteration 28Q: 3 clusters Score -127885.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -127888.570312 Penalty: 732.555908
	Iteration 29Q: 3 clusters Score -127888.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -127891.234375 Penalty: 732.555908
	Iteration 30Q: 3 clusters Score -127891.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -127893.695312 Penalty: 732.555908
	Iteration 31Q: 3 clusters Score -127893.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -127896.359375 Penalty: 732.555908
	Iteration 32Q: 3 clusters Score -127896.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -127897.710938 Penalty: 732.555908
	Iteration 33Q: 3 clusters Score -127897.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -127898.984375 Penalty: 732.555908
	Iteration 34Q: 3 clusters Score -127899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -127901.226562 Penalty: 732.555908
	Iteration 35Q: 3 clusters Score -127901.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -127902.414062 Penalty: 732.555908
	Iteration 36Q: 3 clusters Score -127902.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -127904.570312 Penalty: 732.555908
	Iteration 37Q: 3 clusters Score -127904.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -127906.992188 Penalty: 732.555908
	Iteration 38Q: 3 clusters Score -127907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -127908.718750 Penalty: 732.555908
	Iteration 39Q: 3 clusters Score -127908.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -127909.679688 Penalty: 732.555908
	Iteration 40F: 3 clusters Score -127909.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -127911.820312 Penalty: 732.555908
	Iteration 41Q: 3 clusters Score -127911.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -127912.421875 Penalty: 732.555908
	Iteration 42Q: 3 clusters Score -127912.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -127912.929688 Penalty: 732.555908
	Iteration 43Q: 3 clusters Score -127912.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -127913.312500 Penalty: 732.555908
	Iteration 44Q: 3 clusters Score -127913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -127913.765625 Penalty: 732.555908
	Iteration 45Q: 3 clusters Score -127913.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -127913.953125 Penalty: 732.555908
	Iteration 46Q: 3 clusters Score -127914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -127915.593750 Penalty: 732.555908
	Iteration 47Q: 3 clusters Score -127915.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -127916.625000 Penalty: 732.555908
	Iteration 48Q: 3 clusters Score -127916.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -127917.515625 Penalty: 732.555908
	Iteration 49Q: 3 clusters Score -127917.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -127917.968750 Penalty: 732.555908
	Iteration 50Q: 3 clusters Score -127918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -127918.734375 Penalty: 732.555908
	Iteration 51Q: 3 clusters Score -127918.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -127918.570312 Penalty: 732.555908
	Iteration 52Q: 3 clusters Score -127918.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -127918.570312 Penalty: 732.555908
	Iteration 53F: 3 clusters Score -127918.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -45749.921875 Penalty: 324.818451
	Iteration 0F: 2 clusters Score -45749.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -44797.234375 Penalty: 649.636902
	Iteration 0F: 3 clusters Score -44797.23 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -45151.484375 Penalty: 649.636902
	Iteration 1F: 3 clusters Score -45151.48 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -45242.605469 Penalty: 649.636902
	Iteration 2F: 3 clusters Score -45242.61 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -45340.902344 Penalty: 649.636902
	Iteration 3F: 3 clusters Score -45340.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -45397.960938 Penalty: 649.636902
	Iteration 4F: 3 clusters Score -45397.96 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -45440.328125 Penalty: 649.636902
	Iteration 5Q: 3 clusters Score -45440.33 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -45465.613281 Penalty: 649.636902
	Iteration 6Q: 3 clusters Score -45465.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -45484.617188 Penalty: 649.636902
	Iteration 7Q: 3 clusters Score -45484.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -45498.101562 Penalty: 649.636902
	Iteration 8Q: 3 clusters Score -45498.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -45506.406250 Penalty: 649.636902
	Iteration 9Q: 3 clusters Score -45506.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -45513.988281 Penalty: 649.636902
	Iteration 10Q: 3 clusters Score -45513.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -45517.554688 Penalty: 649.636902
	Iteration 11Q: 3 clusters Score -45517.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -45518.761719 Penalty: 649.636902
	Iteration 12Q: 3 clusters Score -45518.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -45520.125000 Penalty: 649.636902
	Iteration 13Q: 3 clusters Score -45520.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -45521.281250 Penalty: 649.636902
	Iteration 14Q: 3 clusters Score -45521.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -45523.843750 Penalty: 649.636902
	Iteration 15Q: 3 clusters Score -45523.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -45525.808594 Penalty: 649.636902
	Iteration 16Q: 3 clusters Score -45525.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -45526.039062 Penalty: 649.636902
	Iteration 17Q: 3 clusters Score -45526.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -45526.039062 Penalty: 649.636902
	Iteration 18F: 3 clusters Score -45526.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3026 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12296 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 6233 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 27262 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 284421 members 
Mstep: Class 17 contains 4731 members 
Mstep: Class 18 contains 6779 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 616 members 
Mstep: Class 22 contains 1674 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 11961 members 
Mstep: Class 26 contains 1591 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8785 members 
Mstep: Class 30 contains 289 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 723 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57310 members 
Mstep: Class 40 contains 5162 members 
Mstep: Class 41 contains 2918 members 
Mstep: Class 42 contains 216548 members 
Mstep: Class 43 contains 3134 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358072.000000 Penalty: 26414.312500
Iteration 319Q: 44 clusters Score -2.835807e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3025 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12324 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 6234 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 27264 members 
Mstep: Class 15 contains 1984 members 
Mstep: Class 16 contains 284411 members 
Mstep: Class 17 contains 4733 members 
Mstep: Class 18 contains 6776 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 615 members 
Mstep: Class 22 contains 1670 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 11963 members 
Mstep: Class 26 contains 1591 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8790 members 
Mstep: Class 30 contains 290 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57305 members 
Mstep: Class 40 contains 5176 members 
Mstep: Class 41 contains 2937 members 
Mstep: Class 42 contains 216493 members 
Mstep: Class 43 contains 3138 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358056.000000 Penalty: 26414.312500
Iteration 320F: 44 clusters Score -2.835806e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12354 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 6234 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27266 members 
Mstep: Class 15 contains 1983 members 
Mstep: Class 16 contains 284404 members 
Mstep: Class 17 contains 4736 members 
Mstep: Class 18 contains 6774 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 1665 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11963 members 
Mstep: Class 26 contains 1591 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8793 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57299 members 
Mstep: Class 40 contains 5204 members 
Mstep: Class 41 contains 2953 members 
Mstep: Class 42 contains 216432 members 
Mstep: Class 43 contains 3142 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358012.000000 Penalty: 26414.312500
Iteration 321Q: 44 clusters Score -2.835801e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12379 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 6232 members 
Mstep: Class 11 contains 4443 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27271 members 
Mstep: Class 15 contains 1983 members 
Mstep: Class 16 contains 284404 members 
Mstep: Class 17 contains 4737 members 
Mstep: Class 18 contains 6778 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 11963 members 
Mstep: Class 26 contains 1591 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8793 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 723 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57293 members 
Mstep: Class 40 contains 5235 members 
Mstep: Class 41 contains 2971 members 
Mstep: Class 42 contains 216372 members 
Mstep: Class 43 contains 3144 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358096.000000 Penalty: 26414.312500
Iteration 322Q: 44 clusters Score -2.83581e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12402 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 6232 members 
Mstep: Class 11 contains 4444 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27273 members 
Mstep: Class 15 contains 1983 members 
Mstep: Class 16 contains 284412 members 
Mstep: Class 17 contains 4737 members 
Mstep: Class 18 contains 6777 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11962 members 
Mstep: Class 26 contains 1591 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8786 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 723 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57292 members 
Mstep: Class 40 contains 5255 members 
Mstep: Class 41 contains 2990 members 
Mstep: Class 42 contains 216315 members 
Mstep: Class 43 contains 3146 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358126.000000 Penalty: 26414.312500
Iteration 323Q: 44 clusters Score -2.835813e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3008 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12428 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 6233 members 
Mstep: Class 11 contains 4440 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27276 members 
Mstep: Class 15 contains 1983 members 
Mstep: Class 16 contains 284402 members 
Mstep: Class 17 contains 4737 members 
Mstep: Class 18 contains 6781 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 604 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11962 members 
Mstep: Class 26 contains 1589 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8782 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 723 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57287 members 
Mstep: Class 40 contains 5281 members 
Mstep: Class 41 contains 3005 members 
Mstep: Class 42 contains 216272 members 
Mstep: Class 43 contains 3147 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358164.000000 Penalty: 26414.312500
Iteration 324Q: 44 clusters Score -2.835816e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12452 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 6234 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27278 members 
Mstep: Class 15 contains 1983 members 
Mstep: Class 16 contains 284392 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 6785 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 603 members 
Mstep: Class 22 contains 1658 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11959 members 
Mstep: Class 26 contains 1588 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8776 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57286 members 
Mstep: Class 40 contains 5305 members 
Mstep: Class 41 contains 3030 members 
Mstep: Class 42 contains 216221 members 
Mstep: Class 43 contains 3144 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358172.000000 Penalty: 26414.312500
Iteration 325Q: 44 clusters Score -2.835817e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1587 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 3000 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12481 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 6234 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27278 members 
Mstep: Class 15 contains 1983 members 
Mstep: Class 16 contains 284380 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 6788 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 603 members 
Mstep: Class 22 contains 1658 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11957 members 
Mstep: Class 26 contains 1588 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8770 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 721 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57289 members 
Mstep: Class 40 contains 5332 members 
Mstep: Class 41 contains 3045 members 
Mstep: Class 42 contains 216170 members 
Mstep: Class 43 contains 3142 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358196.000000 Penalty: 26414.312500
Iteration 326Q: 44 clusters Score -2.83582e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2993 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12508 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 6233 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27276 members 
Mstep: Class 15 contains 1983 members 
Mstep: Class 16 contains 284361 members 
Mstep: Class 17 contains 4739 members 
Mstep: Class 18 contains 6790 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11954 members 
Mstep: Class 26 contains 1587 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8765 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 721 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57292 members 
Mstep: Class 40 contains 5367 members 
Mstep: Class 41 contains 3066 members 
Mstep: Class 42 contains 216113 members 
Mstep: Class 43 contains 3145 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358216.000000 Penalty: 26414.312500
Iteration 327Q: 44 clusters Score -2.835822e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2986 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12526 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 6232 members 
Mstep: Class 11 contains 4449 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27274 members 
Mstep: Class 15 contains 1983 members 
Mstep: Class 16 contains 284348 members 
Mstep: Class 17 contains 4739 members 
Mstep: Class 18 contains 6790 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 600 members 
Mstep: Class 22 contains 1658 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11953 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8772 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57295 members 
Mstep: Class 40 contains 5403 members 
Mstep: Class 41 contains 3079 members 
Mstep: Class 42 contains 216060 members 
Mstep: Class 43 contains 3147 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358198.000000 Penalty: 26414.312500
Iteration 328Q: 44 clusters Score -2.83582e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2978 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12542 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 6231 members 
Mstep: Class 11 contains 4454 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27275 members 
Mstep: Class 15 contains 1983 members 
Mstep: Class 16 contains 284333 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 6793 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 598 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11952 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8778 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57298 members 
Mstep: Class 40 contains 5440 members 
Mstep: Class 41 contains 3086 members 
Mstep: Class 42 contains 216018 members 
Mstep: Class 43 contains 3141 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358240.000000 Penalty: 26414.312500
Iteration 329Q: 44 clusters Score -2.835824e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2975 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12556 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 6233 members 
Mstep: Class 11 contains 4456 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27276 members 
Mstep: Class 15 contains 1984 members 
Mstep: Class 16 contains 284298 members 
Mstep: Class 17 contains 4736 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 596 members 
Mstep: Class 22 contains 1656 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11950 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8788 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57298 members 
Mstep: Class 40 contains 5478 members 
Mstep: Class 41 contains 3098 members 
Mstep: Class 42 contains 215985 members 
Mstep: Class 43 contains 3140 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358230.000000 Penalty: 26414.312500
Iteration 330Q: 44 clusters Score -2.835823e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2975 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12569 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 6235 members 
Mstep: Class 11 contains 4457 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27274 members 
Mstep: Class 15 contains 1984 members 
Mstep: Class 16 contains 284256 members 
Mstep: Class 17 contains 4736 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 594 members 
Mstep: Class 22 contains 1654 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11947 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8803 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57303 members 
Mstep: Class 40 contains 5502 members 
Mstep: Class 41 contains 3109 members 
Mstep: Class 42 contains 215966 members 
Mstep: Class 43 contains 3140 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358250.000000 Penalty: 26414.312500
Iteration 331Q: 44 clusters Score -2.835825e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2974 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12582 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 6239 members 
Mstep: Class 11 contains 4455 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27275 members 
Mstep: Class 15 contains 1984 members 
Mstep: Class 16 contains 284225 members 
Mstep: Class 17 contains 4736 members 
Mstep: Class 18 contains 6796 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 593 members 
Mstep: Class 22 contains 1653 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11942 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8808 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57305 members 
Mstep: Class 40 contains 5530 members 
Mstep: Class 41 contains 3123 members 
Mstep: Class 42 contains 215940 members 
Mstep: Class 43 contains 3138 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358232.000000 Penalty: 26414.312500
Iteration 332Q: 44 clusters Score -2.835823e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2972 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12591 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 6239 members 
Mstep: Class 11 contains 4453 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27274 members 
Mstep: Class 15 contains 1984 members 
Mstep: Class 16 contains 284207 members 
Mstep: Class 17 contains 4736 members 
Mstep: Class 18 contains 6798 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 591 members 
Mstep: Class 22 contains 1653 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 11939 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8816 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57301 members 
Mstep: Class 40 contains 5545 members 
Mstep: Class 41 contains 3132 members 
Mstep: Class 42 contains 215923 members 
Mstep: Class 43 contains 3142 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358220.000000 Penalty: 26414.312500
Iteration 333Q: 44 clusters Score -2.835822e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2969 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12599 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 6240 members 
Mstep: Class 11 contains 4452 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27273 members 
Mstep: Class 15 contains 1984 members 
Mstep: Class 16 contains 284204 members 
Mstep: Class 17 contains 4736 members 
Mstep: Class 18 contains 6798 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 590 members 
Mstep: Class 22 contains 1653 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 11937 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8823 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 723 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57301 members 
Mstep: Class 40 contains 5549 members 
Mstep: Class 41 contains 3138 members 
Mstep: Class 42 contains 215906 members 
Mstep: Class 43 contains 3144 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358242.000000 Penalty: 26414.312500
Iteration 334Q: 44 clusters Score -2.835824e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2971 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12601 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 6241 members 
Mstep: Class 11 contains 4453 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27273 members 
Mstep: Class 15 contains 1984 members 
Mstep: Class 16 contains 284198 members 
Mstep: Class 17 contains 4735 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1653 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 11934 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8830 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57299 members 
Mstep: Class 40 contains 5547 members 
Mstep: Class 41 contains 3141 members 
Mstep: Class 42 contains 215898 members 
Mstep: Class 43 contains 3147 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358238.000000 Penalty: 26414.312500
Iteration 335Q: 44 clusters Score -2.835824e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2973 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12601 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 6241 members 
Mstep: Class 11 contains 4454 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27278 members 
Mstep: Class 15 contains 1984 members 
Mstep: Class 16 contains 284201 members 
Mstep: Class 17 contains 4735 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 588 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 11932 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8835 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57296 members 
Mstep: Class 40 contains 5549 members 
Mstep: Class 41 contains 3149 members 
Mstep: Class 42 contains 215876 members 
Mstep: Class 43 contains 3147 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358270.000000 Penalty: 26414.312500
Iteration 336Q: 44 clusters Score -2.835827e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2973 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12608 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 6241 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27279 members 
Mstep: Class 15 contains 1984 members 
Mstep: Class 16 contains 284204 members 
Mstep: Class 17 contains 4735 members 
Mstep: Class 18 contains 6806 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 11932 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8838 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57294 members 
Mstep: Class 40 contains 5550 members 
Mstep: Class 41 contains 3163 members 
Mstep: Class 42 contains 215855 members 
Mstep: Class 43 contains 3144 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358236.000000 Penalty: 26414.312500
Iteration 337Q: 44 clusters Score -2.835824e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2969 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12613 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 6242 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27277 members 
Mstep: Class 15 contains 1984 members 
Mstep: Class 16 contains 284204 members 
Mstep: Class 17 contains 4735 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 586 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 11932 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8839 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57295 members 
Mstep: Class 40 contains 5557 members 
Mstep: Class 41 contains 3178 members 
Mstep: Class 42 contains 215835 members 
Mstep: Class 43 contains 3144 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358268.000000 Penalty: 26414.312500
Iteration 338Q: 44 clusters Score -2.835827e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2965 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12622 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 6242 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27278 members 
Mstep: Class 15 contains 1984 members 
Mstep: Class 16 contains 284202 members 
Mstep: Class 17 contains 4735 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 11931 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8840 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57294 members 
Mstep: Class 40 contains 5561 members 
Mstep: Class 41 contains 3193 members 
Mstep: Class 42 contains 215818 members 
Mstep: Class 43 contains 3141 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358256.000000 Penalty: 26414.312500
Iteration 339Q: 44 clusters Score -2.835826e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2960 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12625 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 6242 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27278 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 284212 members 
Mstep: Class 17 contains 4736 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8844 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57293 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 3207 members 
Mstep: Class 42 contains 215796 members 
Mstep: Class 43 contains 3137 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358224.000000 Penalty: 26414.312500
Iteration 340F: 44 clusters Score -2.835822e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2953 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12629 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 6243 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27278 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 284217 members 
Mstep: Class 17 contains 4737 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 590 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 11928 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8847 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57292 members 
Mstep: Class 40 contains 5558 members 
Mstep: Class 41 contains 3219 members 
Mstep: Class 42 contains 215781 members 
Mstep: Class 43 contains 3134 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358216.000000 Penalty: 26414.312500
Iteration 341Q: 44 clusters Score -2.835822e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2950 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12633 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 6244 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27279 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 284217 members 
Mstep: Class 17 contains 4737 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 590 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 11926 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8848 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57291 members 
Mstep: Class 40 contains 5562 members 
Mstep: Class 41 contains 3227 members 
Mstep: Class 42 contains 215770 members 
Mstep: Class 43 contains 3132 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358206.000000 Penalty: 26414.312500
Iteration 342Q: 44 clusters Score -2.835821e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2946 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12636 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 6245 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27279 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 284218 members 
Mstep: Class 17 contains 4737 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 590 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 11924 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8852 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57289 members 
Mstep: Class 40 contains 5561 members 
Mstep: Class 41 contains 3236 members 
Mstep: Class 42 contains 215759 members 
Mstep: Class 43 contains 3134 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358208.000000 Penalty: 26414.312500
Iteration 343Q: 44 clusters Score -2.835821e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2942 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12640 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 6244 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27281 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 284212 members 
Mstep: Class 17 contains 4737 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 590 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11923 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8855 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57289 members 
Mstep: Class 40 contains 5567 members 
Mstep: Class 41 contains 3238 members 
Mstep: Class 42 contains 215754 members 
Mstep: Class 43 contains 3136 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358178.000000 Penalty: 26414.312500
Iteration 344Q: 44 clusters Score -2.835818e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2939 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12642 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 6242 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27281 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 284208 members 
Mstep: Class 17 contains 4737 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 590 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11923 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8861 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57289 members 
Mstep: Class 40 contains 5575 members 
Mstep: Class 41 contains 3242 members 
Mstep: Class 42 contains 215745 members 
Mstep: Class 43 contains 3137 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358174.000000 Penalty: 26414.312500
Iteration 345Q: 44 clusters Score -2.835817e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2936 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12644 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 6238 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27282 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 284207 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 6798 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 11922 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8864 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57288 members 
Mstep: Class 40 contains 5581 members 
Mstep: Class 41 contains 3247 members 
Mstep: Class 42 contains 215739 members 
Mstep: Class 43 contains 3139 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358146.000000 Penalty: 26414.312500
Iteration 346Q: 44 clusters Score -2.835815e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2935 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12651 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 6239 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27282 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 284204 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 6797 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 11919 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8868 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57285 members 
Mstep: Class 40 contains 5586 members 
Mstep: Class 41 contains 3256 members 
Mstep: Class 42 contains 215723 members 
Mstep: Class 43 contains 3140 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358120.000000 Penalty: 26414.312500
Iteration 347Q: 44 clusters Score -2.835812e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2935 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12656 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 6239 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27282 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 284200 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 6795 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 11917 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8871 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57285 members 
Mstep: Class 40 contains 5590 members 
Mstep: Class 41 contains 3260 members 
Mstep: Class 42 contains 215715 members 
Mstep: Class 43 contains 3141 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358134.000000 Penalty: 26414.312500
Iteration 348Q: 44 clusters Score -2.835813e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12659 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 6239 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27282 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 284201 members 
Mstep: Class 17 contains 4739 members 
Mstep: Class 18 contains 6793 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 11914 members 
Mstep: Class 26 contains 1586 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8873 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57283 members 
Mstep: Class 40 contains 5594 members 
Mstep: Class 41 contains 3264 members 
Mstep: Class 42 contains 215702 members 
Mstep: Class 43 contains 3143 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358134.000000 Penalty: 26414.312500
Iteration 349Q: 44 clusters Score -2.835813e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2940 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12664 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 6240 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27281 members 
Mstep: Class 15 contains 1986 members 
Mstep: Class 16 contains 284200 members 
Mstep: Class 17 contains 4740 members 
Mstep: Class 18 contains 6793 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 11913 members 
Mstep: Class 26 contains 1586 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8874 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57281 members 
Mstep: Class 40 contains 5602 members 
Mstep: Class 41 contains 3265 members 
Mstep: Class 42 contains 215687 members 
Mstep: Class 43 contains 3142 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358136.000000 Penalty: 26414.312500
Iteration 350Q: 44 clusters Score -2.835814e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2943 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12666 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 6241 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27279 members 
Mstep: Class 15 contains 1986 members 
Mstep: Class 16 contains 284201 members 
Mstep: Class 17 contains 4740 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 11913 members 
Mstep: Class 26 contains 1586 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8876 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57278 members 
Mstep: Class 40 contains 5607 members 
Mstep: Class 41 contains 3267 members 
Mstep: Class 42 contains 215679 members 
Mstep: Class 43 contains 3138 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358108.000000 Penalty: 26414.312500
Iteration 351Q: 44 clusters Score -2.835811e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2944 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12665 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 6242 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27277 members 
Mstep: Class 15 contains 1986 members 
Mstep: Class 16 contains 284203 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6793 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11914 members 
Mstep: Class 26 contains 1586 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8875 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57276 members 
Mstep: Class 40 contains 5616 members 
Mstep: Class 41 contains 3269 members 
Mstep: Class 42 contains 215669 members 
Mstep: Class 43 contains 3137 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358086.000000 Penalty: 26414.312500
Iteration 352Q: 44 clusters Score -2.835809e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2945 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12662 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 6243 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27277 members 
Mstep: Class 15 contains 1986 members 
Mstep: Class 16 contains 284210 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11913 members 
Mstep: Class 26 contains 1586 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8880 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57270 members 
Mstep: Class 40 contains 5620 members 
Mstep: Class 41 contains 3270 members 
Mstep: Class 42 contains 215662 members 
Mstep: Class 43 contains 3137 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358136.000000 Penalty: 26414.312500
Iteration 353Q: 44 clusters Score -2.835814e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2948 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12660 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 6242 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27278 members 
Mstep: Class 15 contains 1986 members 
Mstep: Class 16 contains 284212 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1644 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11914 members 
Mstep: Class 26 contains 1586 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8888 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57264 members 
Mstep: Class 40 contains 5620 members 
Mstep: Class 41 contains 3271 members 
Mstep: Class 42 contains 215661 members 
Mstep: Class 43 contains 3137 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358162.000000 Penalty: 26414.312500
Iteration 354Q: 44 clusters Score -2.835816e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2952 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12661 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 6242 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27277 members 
Mstep: Class 15 contains 1986 members 
Mstep: Class 16 contains 284216 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1644 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11914 members 
Mstep: Class 26 contains 1586 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8888 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57259 members 
Mstep: Class 40 contains 5629 members 
Mstep: Class 41 contains 3272 members 
Mstep: Class 42 contains 215651 members 
Mstep: Class 43 contains 3137 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358164.000000 Penalty: 26414.312500
Iteration 355Q: 44 clusters Score -2.835816e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2957 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12663 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 6241 members 
Mstep: Class 11 contains 4449 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27277 members 
Mstep: Class 15 contains 1986 members 
Mstep: Class 16 contains 284215 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6791 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1644 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11913 members 
Mstep: Class 26 contains 1586 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8884 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57255 members 
Mstep: Class 40 contains 5640 members 
Mstep: Class 41 contains 3272 members 
Mstep: Class 42 contains 215646 members 
Mstep: Class 43 contains 3138 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358184.000000 Penalty: 26414.312500
Iteration 356Q: 44 clusters Score -2.835818e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12663 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 6240 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27278 members 
Mstep: Class 15 contains 1986 members 
Mstep: Class 16 contains 284215 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6790 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11913 members 
Mstep: Class 26 contains 1586 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8887 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57247 members 
Mstep: Class 40 contains 5648 members 
Mstep: Class 41 contains 3272 members 
Mstep: Class 42 contains 215643 members 
Mstep: Class 43 contains 3138 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358192.000000 Penalty: 26414.312500
Iteration 357Q: 44 clusters Score -2.835819e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2960 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 6238 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27278 members 
Mstep: Class 15 contains 1987 members 
Mstep: Class 16 contains 284216 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6790 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11913 members 
Mstep: Class 26 contains 1586 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8889 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57240 members 
Mstep: Class 40 contains 5650 members 
Mstep: Class 41 contains 3272 members 
Mstep: Class 42 contains 215640 members 
Mstep: Class 43 contains 3138 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358188.000000 Penalty: 26414.312500
Iteration 358Q: 44 clusters Score -2.835819e+07 nChanged 50
Entering ConstructFrom: 
Score: -28358188.000000 Penalty: 26414.312500
Entering ConstructFrom: 
Trying to split cluster 1 (2120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Entering Unmasked Estep 
Score: -84368.937500 Penalty: 348.492310
	Iteration 0F: 2 clusters Score -84368.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -82851.625000 Penalty: 696.984619
	Iteration 0F: 3 clusters Score -82851.62 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -83361.203125 Penalty: 696.984619
	Iteration 1F: 3 clusters Score -83361.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -83479.210938 Penalty: 696.984619
	Iteration 2F: 3 clusters Score -83479.21 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -83594.960938 Penalty: 696.984619
	Iteration 3F: 3 clusters Score -83594.96 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -83721.000000 Penalty: 696.984619
	Iteration 4F: 3 clusters Score -83721 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -83853.031250 Penalty: 696.984619
	Iteration 5F: 3 clusters Score -83853.03 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -83963.171875 Penalty: 696.984619
	Iteration 6F: 3 clusters Score -83963.17 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -84049.335938 Penalty: 696.984619
	Iteration 7F: 3 clusters Score -84049.34 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -84123.828125 Penalty: 696.984619
	Iteration 8Q: 3 clusters Score -84123.83 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -84156.671875 Penalty: 696.984619
	Iteration 9Q: 3 clusters Score -84156.67 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -84181.968750 Penalty: 696.984619
	Iteration 10Q: 3 clusters Score -84181.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84196.000000 Penalty: 696.984619
	Iteration 11Q: 3 clusters Score -84196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -84203.687500 Penalty: 696.984619
	Iteration 12Q: 3 clusters Score -84203.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84207.789062 Penalty: 696.984619
	Iteration 13Q: 3 clusters Score -84207.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84209.359375 Penalty: 696.984619
	Iteration 14Q: 3 clusters Score -84209.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84210.375000 Penalty: 696.984619
	Iteration 15Q: 3 clusters Score -84210.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84210.929688 Penalty: 696.984619
	Iteration 16Q: 3 clusters Score -84210.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -84211.414062 Penalty: 696.984619
	Iteration 17Q: 3 clusters Score -84211.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84212.007812 Penalty: 696.984619
	Iteration 18Q: 3 clusters Score -84212.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84212.585938 Penalty: 696.984619
	Iteration 19Q: 3 clusters Score -84212.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84213.085938 Penalty: 696.984619
	Iteration 20F: 3 clusters Score -84213.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84213.742188 Penalty: 696.984619
	Iteration 21Q: 3 clusters Score -84213.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84214.320312 Penalty: 696.984619
	Iteration 22Q: 3 clusters Score -84214.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -84214.453125 Penalty: 696.984619
	Iteration 23Q: 3 clusters Score -84214.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -84214.453125 Penalty: 696.984619
	Iteration 24F: 3 clusters Score -84214.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -49490.011719 Penalty: 330.925720
	Iteration 0F: 2 clusters Score -49490.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -48393.281250 Penalty: 661.851440
	Iteration 0F: 3 clusters Score -48393.28 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -48761.921875 Penalty: 661.851440
	Iteration 1F: 3 clusters Score -48761.92 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -48852.035156 Penalty: 661.851440
	Iteration 2F: 3 clusters Score -48852.04 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -48904.027344 Penalty: 661.851440
	Iteration 3F: 3 clusters Score -48904.03 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -48960.347656 Penalty: 661.851440
	Iteration 4F: 3 clusters Score -48960.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -48991.378906 Penalty: 661.851440
	Iteration 5Q: 3 clusters Score -48991.38 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -49037.695312 Penalty: 661.851440
	Iteration 6Q: 3 clusters Score -49037.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -49089.050781 Penalty: 661.851440
	Iteration 7Q: 3 clusters Score -49089.05 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -49129.410156 Penalty: 661.851440
	Iteration 8Q: 3 clusters Score -49129.41 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -49170.894531 Penalty: 661.851440
	Iteration 9Q: 3 clusters Score -49170.89 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -49206.503906 Penalty: 661.851440
	Iteration 10Q: 3 clusters Score -49206.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -49230.546875 Penalty: 661.851440
	Iteration 11Q: 3 clusters Score -49230.55 nChanged 36
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: -49250.781250 Penalty: 661.851440
	Iteration 12Q: 3 clusters Score -49250.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -49262.539062 Penalty: 661.851440
	Iteration 13Q: 3 clusters Score -49262.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -49273.597656 Penalty: 661.851440
	Iteration 14Q: 3 clusters Score -49273.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -49283.949219 Penalty: 661.851440
	Iteration 15Q: 3 clusters Score -49283.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -49296.148438 Penalty: 661.851440
	Iteration 16Q: 3 clusters Score -49296.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -49303.351562 Penalty: 661.851440
	Iteration 17Q: 3 clusters Score -49303.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -49308.089844 Penalty: 661.851440
	Iteration 18Q: 3 clusters Score -49308.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -49311.167969 Penalty: 661.851440
	Iteration 19Q: 3 clusters Score -49311.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -49313.726562 Penalty: 661.851440
	Iteration 20F: 3 clusters Score -49313.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -49315.566406 Penalty: 661.851440
	Iteration 21Q: 3 clusters Score -49315.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -49317.792969 Penalty: 661.851440
	Iteration 22Q: 3 clusters Score -49317.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -49318.855469 Penalty: 661.851440
	Iteration 23Q: 3 clusters Score -49318.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -49319.707031 Penalty: 661.851440
	Iteration 24Q: 3 clusters Score -49319.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -49321.093750 Penalty: 661.851440
	Iteration 25Q: 3 clusters Score -49321.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -49322.234375 Penalty: 661.851440
	Iteration 26Q: 3 clusters Score -49322.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -49322.441406 Penalty: 661.851440
	Iteration 27Q: 3 clusters Score -49322.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -49322.429688 Penalty: 661.851440
	Iteration 28Q: 3 clusters Score -49322.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -49322.429688 Penalty: 661.851440
	Iteration 29F: 3 clusters Score -49322.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Entering Unmasked Estep 
Score: -57360.488281 Penalty: 335.744873
	Iteration 0F: 2 clusters Score -57360.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -56163.570312 Penalty: 671.489746
	Iteration 0F: 3 clusters Score -56163.57 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -56591.750000 Penalty: 671.489746
	Iteration 1F: 3 clusters Score -56591.75 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -56697.957031 Penalty: 671.489746
	Iteration 2F: 3 clusters Score -56697.96 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -56830.410156 Penalty: 671.489746
	Iteration 3F: 3 clusters Score -56830.41 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -56976.527344 Penalty: 671.489746
	Iteration 4F: 3 clusters Score -56976.53 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -57131.031250 Penalty: 671.489746
	Iteration 5F: 3 clusters Score -57131.03 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -57233.183594 Penalty: 671.489746
	Iteration 6F: 3 clusters Score -57233.18 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -57292.933594 Penalty: 671.489746
	Iteration 7Q: 3 clusters Score -57292.93 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -57319.308594 Penalty: 671.489746
	Iteration 8Q: 3 clusters Score -57319.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -57329.675781 Penalty: 671.489746
	Iteration 9Q: 3 clusters Score -57329.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -57334.269531 Penalty: 671.489746
	Iteration 10Q: 3 clusters Score -57334.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -57337.390625 Penalty: 671.489746
	Iteration 11Q: 3 clusters Score -57337.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -57339.796875 Penalty: 671.489746
	Iteration 12Q: 3 clusters Score -57339.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -57340.437500 Penalty: 671.489746
	Iteration 13Q: 3 clusters Score -57340.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -57340.617188 Penalty: 671.489746
	Iteration 14Q: 3 clusters Score -57340.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -57340.617188 Penalty: 671.489746
	Iteration 15F: 3 clusters Score -57340.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Entering Unmasked Estep 
Score: -63728.808594 Penalty: 335.115692
	Iteration 0F: 2 clusters Score -63728.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -62581.617188 Penalty: 670.231384
	Iteration 0F: 3 clusters Score -62581.62 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -63034.539062 Penalty: 670.231384
	Iteration 1F: 3 clusters Score -63034.54 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -63106.976562 Penalty: 670.231384
	Iteration 2F: 3 clusters Score -63106.98 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -63157.578125 Penalty: 670.231384
	Iteration 3F: 3 clusters Score -63157.58 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -63195.941406 Penalty: 670.231384
	Iteration 4Q: 3 clusters Score -63195.94 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -63224.296875 Penalty: 670.231384
	Iteration 5Q: 3 clusters Score -63224.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -63249.187500 Penalty: 670.231384
	Iteration 6Q: 3 clusters Score -63249.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -63271.078125 Penalty: 670.231384
	Iteration 7Q: 3 clusters Score -63271.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -63295.386719 Penalty: 670.231384
	Iteration 8Q: 3 clusters Score -63295.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -63308.726562 Penalty: 670.231384
	Iteration 9Q: 3 clusters Score -63308.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -63322.046875 Penalty: 670.231384
	Iteration 10Q: 3 clusters Score -63322.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -63331.593750 Penalty: 670.231384
	Iteration 11Q: 3 clusters Score -63331.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -63341.011719 Penalty: 670.231384
	Iteration 12Q: 3 clusters Score -63341.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -63348.000000 Penalty: 670.231384
	Iteration 13Q: 3 clusters Score -63348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -63353.296875 Penalty: 670.231384
	Iteration 14Q: 3 clusters Score -63353.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -63357.054688 Penalty: 670.231384
	Iteration 15Q: 3 clusters Score -63357.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -63363.148438 Penalty: 670.231384
	Iteration 16Q: 3 clusters Score -63363.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -63369.011719 Penalty: 670.231384
	Iteration 17Q: 3 clusters Score -63369.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -63373.890625 Penalty: 670.231384
	Iteration 18Q: 3 clusters Score -63373.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -63375.371094 Penalty: 670.231384
	Iteration 19Q: 3 clusters Score -63375.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -63377.488281 Penalty: 670.231384
	Iteration 20F: 3 clusters Score -63377.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -63379.656250 Penalty: 670.231384
	Iteration 21Q: 3 clusters Score -63379.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -63380.320312 Penalty: 670.231384
	Iteration 22Q: 3 clusters Score -63380.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -63380.695312 Penalty: 670.231384
	Iteration 23Q: 3 clusters Score -63380.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -63380.820312 Penalty: 670.231384
	Iteration 24Q: 3 clusters Score -63380.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -63381.152344 Penalty: 670.231384
	Iteration 25Q: 3 clusters Score -63381.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -63381.160156 Penalty: 670.231384
	Iteration 26Q: 3 clusters Score -63381.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -63381.160156 Penalty: 670.231384
	Iteration 27F: 3 clusters Score -63381.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Entering Unmasked Estep 
Score: -1014008.125000 Penalty: 463.433533
	Iteration 0F: 2 clusters Score -1014008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -996436.875000 Penalty: 926.867065
	Iteration 0F: 3 clusters Score -996436.9 nChanged 12603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1004341.000000 Penalty: 926.867065
	Iteration 1F: 3 clusters Score -1004341 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -1005398.062500 Penalty: 926.867065
	Iteration 2F: 3 clusters Score -1005398 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -1006736.562500 Penalty: 926.867065
	Iteration 3F: 3 clusters Score -1006737 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -1008207.250000 Penalty: 926.867065
	Iteration 4F: 3 clusters Score -1008207 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -1009673.375000 Penalty: 926.867065
	Iteration 5F: 3 clusters Score -1009673 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -1010933.687500 Penalty: 926.867065
	Iteration 6F: 3 clusters Score -1010934 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -1011821.625000 Penalty: 926.867065
	Iteration 7Q: 3 clusters Score -1011822 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -1012436.812500 Penalty: 926.867065
	Iteration 8Q: 3 clusters Score -1012437 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -1012961.937500 Penalty: 926.867065
	Iteration 9Q: 3 clusters Score -1012962 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -1013293.312500 Penalty: 926.867065
	Iteration 10Q: 3 clusters Score -1013293 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -1013476.500000 Penalty: 926.867065
	Iteration 11Q: 3 clusters Score -1013476 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -1013571.125000 Penalty: 926.867065
	Iteration 12Q: 3 clusters Score -1013571 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -1013616.625000 Penalty: 926.867065
	Iteration 13Q: 3 clusters Score -1013617 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -1013661.812500 Penalty: 926.867065
	Iteration 14Q: 3 clusters Score -1013662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -1013690.250000 Penalty: 926.867065
	Iteration 15Q: 3 clusters Score -1013690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -1013712.125000 Penalty: 926.867065
	Iteration 16Q: 3 clusters Score -1013712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -1013725.250000 Penalty: 926.867065
	Iteration 17Q: 3 clusters Score -1013725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -1013734.062500 Penalty: 926.867065
	Iteration 18Q: 3 clusters Score -1013734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -1013739.062500 Penalty: 926.867065
	Iteration 19Q: 3 clusters Score -1013739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -1013742.812500 Penalty: 926.867065
	Iteration 20F: 3 clusters Score -1013743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -1013747.375000 Penalty: 926.867065
	Iteration 21Q: 3 clusters Score -1013747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -1013760.000000 Penalty: 926.867065
	Iteration 22Q: 3 clusters Score -1013760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -1013773.125000 Penalty: 926.867065
	Iteration 23Q: 3 clusters Score -1013773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -1013801.625000 Penalty: 926.867065
	Iteration 24Q: 3 clusters Score -1013802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -1013822.875000 Penalty: 926.867065
	Iteration 25Q: 3 clusters Score -1013823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -1013834.062500 Penalty: 926.867065
	Iteration 26Q: 3 clusters Score -1013834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -1013840.812500 Penalty: 926.867065
	Iteration 27Q: 3 clusters Score -1013841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -1013844.562500 Penalty: 926.867065
	Iteration 28Q: 3 clusters Score -1013845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -1013850.062500 Penalty: 926.867065
	Iteration 29Q: 3 clusters Score -1013850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -1013851.875000 Penalty: 926.867065
	Iteration 30Q: 3 clusters Score -1013852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -1013853.625000 Penalty: 926.867065
	Iteration 31Q: 3 clusters Score -1013854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -1013856.437500 Penalty: 926.867065
	Iteration 32Q: 3 clusters Score -1013856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -1013857.750000 Penalty: 926.867065
	Iteration 33Q: 3 clusters Score -1013858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -1013858.500000 Penalty: 926.867065
	Iteration 34Q: 3 clusters Score -1013858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -1013857.750000 Penalty: 926.867065
	Iteration 35Q: 3 clusters Score -1013858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -1013857.750000 Penalty: 926.867065
	Iteration 36Q: 3 clusters Score -1013858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -1013857.437500 Penalty: 926.867065
	Iteration 37Q: 3 clusters Score -1013857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -1013857.437500 Penalty: 926.867065
	Iteration 38F: 3 clusters Score -1013857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Entering Unmasked Estep 
Score: -115431.429688 Penalty: 363.709717
	Iteration 0F: 2 clusters Score -115431.4 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 1455 members 
Entering Unmasked Estep 
Score: -113367.929688 Penalty: 727.419434
	Iteration 0F: 3 clusters Score -113367.9 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -114120.671875 Penalty: 727.419434
	Iteration 1F: 3 clusters Score -114120.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -114263.945312 Penalty: 727.419434
	Iteration 2F: 3 clusters Score -114263.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -114382.937500 Penalty: 727.419434
	Iteration 3F: 3 clusters Score -114382.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -114523.140625 Penalty: 727.419434
	Iteration 4F: 3 clusters Score -114523.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -114682.335938 Penalty: 727.419434
	Iteration 5F: 3 clusters Score -114682.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -114805.664062 Penalty: 727.419434
	Iteration 6F: 3 clusters Score -114805.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -114884.390625 Penalty: 727.419434
	Iteration 7Q: 3 clusters Score -114884.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -114941.320312 Penalty: 727.419434
	Iteration 8Q: 3 clusters Score -114941.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -114981.562500 Penalty: 727.419434
	Iteration 9Q: 3 clusters Score -114981.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -115012.078125 Penalty: 727.419434
	Iteration 10Q: 3 clusters Score -115012.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -115037.937500 Penalty: 727.419434
	Iteration 11Q: 3 clusters Score -115037.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -115052.179688 Penalty: 727.419434
	Iteration 12Q: 3 clusters Score -115052.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -115064.671875 Penalty: 727.419434
	Iteration 13Q: 3 clusters Score -115064.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -115075.078125 Penalty: 727.419434
	Iteration 14Q: 3 clusters Score -115075.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -115082.351562 Penalty: 727.419434
	Iteration 15Q: 3 clusters Score -115082.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -115088.054688 Penalty: 727.419434
	Iteration 16Q: 3 clusters Score -115088.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -115096.093750 Penalty: 727.419434
	Iteration 17Q: 3 clusters Score -115096.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -115100.296875 Penalty: 727.419434
	Iteration 18Q: 3 clusters Score -115100.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -115102.156250 Penalty: 727.419434
	Iteration 19Q: 3 clusters Score -115102.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -115103.390625 Penalty: 727.419434
	Iteration 20F: 3 clusters Score -115103.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -115104.984375 Penalty: 727.419434
	Iteration 21Q: 3 clusters Score -115105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -115105.804688 Penalty: 727.419434
	Iteration 22Q: 3 clusters Score -115105.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -115106.234375 Penalty: 727.419434
	Iteration 23Q: 3 clusters Score -115106.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -115105.992188 Penalty: 727.419434
	Iteration 24Q: 3 clusters Score -115106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -115106.093750 Penalty: 727.419434
	Iteration 25Q: 3 clusters Score -115106.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -115106.140625 Penalty: 727.419434
	Iteration 26Q: 3 clusters Score -115106.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -115106.140625 Penalty: 727.419434
	Iteration 27F: 3 clusters Score -115106.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Entering Unmasked Estep 
Score: -140537.531250 Penalty: 371.730591
	Iteration 0F: 2 clusters Score -140537.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -138096.609375 Penalty: 743.461182
	Iteration 0F: 3 clusters Score -138096.6 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -139029.109375 Penalty: 743.461182
	Iteration 1F: 3 clusters Score -139029.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -139165.656250 Penalty: 743.461182
	Iteration 2F: 3 clusters Score -139165.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -139298.250000 Penalty: 743.461182
	Iteration 3F: 3 clusters Score -139298.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -139422.953125 Penalty: 743.461182
	Iteration 4F: 3 clusters Score -139423 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -139555.390625 Penalty: 743.461182
	Iteration 5F: 3 clusters Score -139555.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -139681.734375 Penalty: 743.461182
	Iteration 6Q: 3 clusters Score -139681.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -139791.500000 Penalty: 743.461182
	Iteration 7Q: 3 clusters Score -139791.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -139865.000000 Penalty: 743.461182
	Iteration 8Q: 3 clusters Score -139865 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -139922.156250 Penalty: 743.461182
	Iteration 9Q: 3 clusters Score -139922.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -139958.812500 Penalty: 743.461182
	Iteration 10Q: 3 clusters Score -139958.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -139992.890625 Penalty: 743.461182
	Iteration 11Q: 3 clusters Score -139992.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -140031.093750 Penalty: 743.461182
	Iteration 12Q: 3 clusters Score -140031.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -140066.125000 Penalty: 743.461182
	Iteration 13Q: 3 clusters Score -140066.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -140097.265625 Penalty: 743.461182
	Iteration 14Q: 3 clusters Score -140097.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -140121.562500 Penalty: 743.461182
	Iteration 15Q: 3 clusters Score -140121.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -140135.562500 Penalty: 743.461182
	Iteration 16Q: 3 clusters Score -140135.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -140146.453125 Penalty: 743.461182
	Iteration 17Q: 3 clusters Score -140146.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -140151.968750 Penalty: 743.461182
	Iteration 18Q: 3 clusters Score -140152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -140154.546875 Penalty: 743.461182
	Iteration 19Q: 3 clusters Score -140154.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -140157.359375 Penalty: 743.461182
	Iteration 20F: 3 clusters Score -140157.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -140159.343750 Penalty: 743.461182
	Iteration 21Q: 3 clusters Score -140159.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -140162.765625 Penalty: 743.461182
	Iteration 22Q: 3 clusters Score -140162.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -140167.031250 Penalty: 743.461182
	Iteration 23Q: 3 clusters Score -140167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -140169.796875 Penalty: 743.461182
	Iteration 24Q: 3 clusters Score -140169.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -140172.921875 Penalty: 743.461182
	Iteration 25Q: 3 clusters Score -140172.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -140175.718750 Penalty: 743.461182
	Iteration 26Q: 3 clusters Score -140175.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -140177.468750 Penalty: 743.461182
	Iteration 27Q: 3 clusters Score -140177.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -140181.343750 Penalty: 743.461182
	Iteration 28Q: 3 clusters Score -140181.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -140183.281250 Penalty: 743.461182
	Iteration 29Q: 3 clusters Score -140183.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -140184.359375 Penalty: 743.461182
	Iteration 30Q: 3 clusters Score -140184.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -140186.531250 Penalty: 743.461182
	Iteration 31Q: 3 clusters Score -140186.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -140189.156250 Penalty: 743.461182
	Iteration 32Q: 3 clusters Score -140189.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -140191.546875 Penalty: 743.461182
	Iteration 33Q: 3 clusters Score -140191.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -140193.718750 Penalty: 743.461182
	Iteration 34Q: 3 clusters Score -140193.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -140195.203125 Penalty: 743.461182
	Iteration 35Q: 3 clusters Score -140195.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -140196.031250 Penalty: 743.461182
	Iteration 36Q: 3 clusters Score -140196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -140196.890625 Penalty: 743.461182
	Iteration 37Q: 3 clusters Score -140196.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -140197.203125 Penalty: 743.461182
	Iteration 38Q: 3 clusters Score -140197.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -140197.578125 Penalty: 743.461182
	Iteration 39Q: 3 clusters Score -140197.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -140197.750000 Penalty: 743.461182
	Iteration 40F: 3 clusters Score -140197.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Entering Unmasked Estep 
Score: -523053.531250 Penalty: 429.863312
	Iteration 0F: 2 clusters Score -523053.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -514561.468750 Penalty: 859.726624
	Iteration 0F: 3 clusters Score -514561.5 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -518241.250000 Penalty: 859.726624
	Iteration 1F: 3 clusters Score -518241.2 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -518768.750000 Penalty: 859.726624
	Iteration 2F: 3 clusters Score -518768.8 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -519477.468750 Penalty: 859.726624
	Iteration 3F: 3 clusters Score -519477.5 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -520170.406250 Penalty: 859.726624
	Iteration 4F: 3 clusters Score -520170.4 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -520732.062500 Penalty: 859.726624
	Iteration 5F: 3 clusters Score -520732.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -521122.718750 Penalty: 859.726624
	Iteration 6Q: 3 clusters Score -521122.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -521386.750000 Penalty: 859.726624
	Iteration 7Q: 3 clusters Score -521386.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -521568.156250 Penalty: 859.726624
	Iteration 8Q: 3 clusters Score -521568.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -521736.125000 Penalty: 859.726624
	Iteration 9Q: 3 clusters Score -521736.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -521871.843750 Penalty: 859.726624
	Iteration 10Q: 3 clusters Score -521871.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -522001.375000 Penalty: 859.726624
	Iteration 11Q: 3 clusters Score -522001.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -522103.687500 Penalty: 859.726624
	Iteration 12Q: 3 clusters Score -522103.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -522204.187500 Penalty: 859.726624
	Iteration 13Q: 3 clusters Score -522204.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -522265.062500 Penalty: 859.726624
	Iteration 14Q: 3 clusters Score -522265.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -522295.000000 Penalty: 859.726624
	Iteration 15Q: 3 clusters Score -522295 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -522313.062500 Penalty: 859.726624
	Iteration 16Q: 3 clusters Score -522313.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -522325.343750 Penalty: 859.726624
	Iteration 17Q: 3 clusters Score -522325.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -522330.968750 Penalty: 859.726624
	Iteration 18Q: 3 clusters Score -522331 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -522335.062500 Penalty: 859.726624
	Iteration 19Q: 3 clusters Score -522335.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -522337.031250 Penalty: 859.726624
	Iteration 20F: 3 clusters Score -522337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -522340.125000 Penalty: 859.726624
	Iteration 21Q: 3 clusters Score -522340.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -522340.312500 Penalty: 859.726624
	Iteration 22Q: 3 clusters Score -522340.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -522341.281250 Penalty: 859.726624
	Iteration 23Q: 3 clusters Score -522341.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -522345.375000 Penalty: 859.726624
	Iteration 24Q: 3 clusters Score -522345.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -522346.312500 Penalty: 859.726624
	Iteration 25Q: 3 clusters Score -522346.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -522347.250000 Penalty: 859.726624
	Iteration 26Q: 3 clusters Score -522347.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -522349.875000 Penalty: 859.726624
	Iteration 27Q: 3 clusters Score -522349.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -522350.468750 Penalty: 859.726624
	Iteration 28Q: 3 clusters Score -522350.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -522352.375000 Penalty: 859.726624
	Iteration 29Q: 3 clusters Score -522352.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -522353.250000 Penalty: 859.726624
	Iteration 30Q: 3 clusters Score -522353.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -522352.468750 Penalty: 859.726624
	Iteration 31Q: 3 clusters Score -522352.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -522354.062500 Penalty: 859.726624
	Iteration 32Q: 3 clusters Score -522354.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -522354.406250 Penalty: 859.726624
	Iteration 33Q: 3 clusters Score -522354.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -522354.875000 Penalty: 859.726624
	Iteration 34Q: 3 clusters Score -522354.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -522355.343750 Penalty: 859.726624
	Iteration 35Q: 3 clusters Score -522355.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -522355.031250 Penalty: 859.726624
	Iteration 36Q: 3 clusters Score -522355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -522354.968750 Penalty: 859.726624
	Iteration 37Q: 3 clusters Score -522355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -522359.156250 Penalty: 859.726624
	Iteration 38Q: 3 clusters Score -522359.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -522361.125000 Penalty: 859.726624
	Iteration 39Q: 3 clusters Score -522361.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -522362.343750 Penalty: 859.726624
	Iteration 40F: 3 clusters Score -522362.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -522365.031250 Penalty: 859.726624
	Iteration 41Q: 3 clusters Score -522365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -522365.031250 Penalty: 859.726624
	Iteration 42Q: 3 clusters Score -522365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -522365.656250 Penalty: 859.726624
	Iteration 43Q: 3 clusters Score -522365.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -522365.937500 Penalty: 859.726624
	Iteration 44Q: 3 clusters Score -522365.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -522367.562500 Penalty: 859.726624
	Iteration 45Q: 3 clusters Score -522367.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -522368.093750 Penalty: 859.726624
	Iteration 46Q: 3 clusters Score -522368.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -522368.843750 Penalty: 859.726624
	Iteration 47Q: 3 clusters Score -522368.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -522368.375000 Penalty: 859.726624
	Iteration 48Q: 3 clusters Score -522368.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -522368.718750 Penalty: 859.726624
	Iteration 49Q: 3 clusters Score -522368.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -522369.312500 Penalty: 859.726624
	Iteration 50Q: 3 clusters Score -522369.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -522370.593750 Penalty: 859.726624
	Iteration 51Q: 3 clusters Score -522370.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -522369.687500 Penalty: 859.726624
	Iteration 52Q: 3 clusters Score -522369.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -522371.500000 Penalty: 859.726624
	Iteration 53Q: 3 clusters Score -522371.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -522373.687500 Penalty: 859.726624
	Iteration 54Q: 3 clusters Score -522373.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -522377.843750 Penalty: 859.726624
	Iteration 55Q: 3 clusters Score -522377.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -522379.250000 Penalty: 859.726624
	Iteration 56Q: 3 clusters Score -522379.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -522383.500000 Penalty: 859.726624
	Iteration 57Q: 3 clusters Score -522383.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -522383.312500 Penalty: 859.726624
	Iteration 58Q: 3 clusters Score -522383.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -522386.062500 Penalty: 859.726624
	Iteration 59Q: 3 clusters Score -522386.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -522388.406250 Penalty: 859.726624
	Iteration 60F: 3 clusters Score -522388.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -522392.062500 Penalty: 859.726624
	Iteration 61Q: 3 clusters Score -522392.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -522397.156250 Penalty: 859.726624
	Iteration 62Q: 3 clusters Score -522397.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -522404.156250 Penalty: 859.726624
	Iteration 63Q: 3 clusters Score -522404.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -522410.937500 Penalty: 859.726624
	Iteration 64Q: 3 clusters Score -522410.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -522416.187500 Penalty: 859.726624
	Iteration 65Q: 3 clusters Score -522416.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -522418.250000 Penalty: 859.726624
	Iteration 66Q: 3 clusters Score -522418.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -522421.218750 Penalty: 859.726624
	Iteration 67Q: 3 clusters Score -522421.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -522426.593750 Penalty: 859.726624
	Iteration 68Q: 3 clusters Score -522426.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -522429.031250 Penalty: 859.726624
	Iteration 69Q: 3 clusters Score -522429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -522432.593750 Penalty: 859.726624
	Iteration 70Q: 3 clusters Score -522432.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -522435.968750 Penalty: 859.726624
	Iteration 71Q: 3 clusters Score -522436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -522440.406250 Penalty: 859.726624
	Iteration 72Q: 3 clusters Score -522440.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -522445.187500 Penalty: 859.726624
	Iteration 73Q: 3 clusters Score -522445.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -522449.187500 Penalty: 859.726624
	Iteration 74Q: 3 clusters Score -522449.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -522453.375000 Penalty: 859.726624
	Iteration 75Q: 3 clusters Score -522453.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -522458.312500 Penalty: 859.726624
	Iteration 76Q: 3 clusters Score -522458.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -522462.468750 Penalty: 859.726624
	Iteration 77Q: 3 clusters Score -522462.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -522465.000000 Penalty: 859.726624
	Iteration 78Q: 3 clusters Score -522465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -522470.187500 Penalty: 859.726624
	Iteration 79Q: 3 clusters Score -522470.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -522474.750000 Penalty: 859.726624
	Iteration 80F: 3 clusters Score -522474.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -522479.968750 Penalty: 859.726624
	Iteration 81Q: 3 clusters Score -522480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -522482.218750 Penalty: 859.726624
	Iteration 82Q: 3 clusters Score -522482.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -522485.625000 Penalty: 859.726624
	Iteration 83Q: 3 clusters Score -522485.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -522490.281250 Penalty: 859.726624
	Iteration 84Q: 3 clusters Score -522490.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -522494.843750 Penalty: 859.726624
	Iteration 85Q: 3 clusters Score -522494.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -522500.062500 Penalty: 859.726624
	Iteration 86Q: 3 clusters Score -522500.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -522507.531250 Penalty: 859.726624
	Iteration 87Q: 3 clusters Score -522507.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -522516.593750 Penalty: 859.726624
	Iteration 88Q: 3 clusters Score -522516.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -522524.906250 Penalty: 859.726624
	Iteration 89Q: 3 clusters Score -522524.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -522533.750000 Penalty: 859.726624
	Iteration 90Q: 3 clusters Score -522533.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -522539.593750 Penalty: 859.726624
	Iteration 91Q: 3 clusters Score -522539.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -522549.437500 Penalty: 859.726624
	Iteration 92Q: 3 clusters Score -522549.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -522557.906250 Penalty: 859.726624
	Iteration 93Q: 3 clusters Score -522557.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -522567.687500 Penalty: 859.726624
	Iteration 94Q: 3 clusters Score -522567.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -522572.812500 Penalty: 859.726624
	Iteration 95Q: 3 clusters Score -522572.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -522580.000000 Penalty: 859.726624
	Iteration 96Q: 3 clusters Score -522580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -522588.781250 Penalty: 859.726624
	Iteration 97Q: 3 clusters Score -522588.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -522597.718750 Penalty: 859.726624
	Iteration 98Q: 3 clusters Score -522597.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -522606.468750 Penalty: 859.726624
	Iteration 99Q: 3 clusters Score -522606.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -522616.562500 Penalty: 859.726624
	Iteration 100F: 3 clusters Score -522616.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -522624.062500 Penalty: 859.726624
	Iteration 101Q: 3 clusters Score -522624.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -522629.343750 Penalty: 859.726624
	Iteration 102Q: 3 clusters Score -522629.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -522635.937500 Penalty: 859.726624
	Iteration 103Q: 3 clusters Score -522635.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -522641.593750 Penalty: 859.726624
	Iteration 104Q: 3 clusters Score -522641.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -522647.656250 Penalty: 859.726624
	Iteration 105Q: 3 clusters Score -522647.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -522651.062500 Penalty: 859.726624
	Iteration 106Q: 3 clusters Score -522651.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -522658.312500 Penalty: 859.726624
	Iteration 107Q: 3 clusters Score -522658.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -522660.312500 Penalty: 859.726624
	Iteration 108Q: 3 clusters Score -522660.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -522667.718750 Penalty: 859.726624
	Iteration 109Q: 3 clusters Score -522667.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -522671.281250 Penalty: 859.726624
	Iteration 110Q: 3 clusters Score -522671.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -522673.687500 Penalty: 859.726624
	Iteration 111Q: 3 clusters Score -522673.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -522674.531250 Penalty: 859.726624
	Iteration 112Q: 3 clusters Score -522674.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -522677.031250 Penalty: 859.726624
	Iteration 113Q: 3 clusters Score -522677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -522679.343750 Penalty: 859.726624
	Iteration 114Q: 3 clusters Score -522679.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -522679.250000 Penalty: 859.726624
	Iteration 115Q: 3 clusters Score -522679.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -522680.343750 Penalty: 859.726624
	Iteration 116Q: 3 clusters Score -522680.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -522683.781250 Penalty: 859.726624
	Iteration 117Q: 3 clusters Score -522683.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -522688.531250 Penalty: 859.726624
	Iteration 118Q: 3 clusters Score -522688.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -522693.718750 Penalty: 859.726624
	Iteration 119Q: 3 clusters Score -522693.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -522700.218750 Penalty: 859.726624
	Iteration 120F: 3 clusters Score -522700.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -522705.031250 Penalty: 859.726624
	Iteration 121Q: 3 clusters Score -522705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -522709.718750 Penalty: 859.726624
	Iteration 122Q: 3 clusters Score -522709.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -522718.906250 Penalty: 859.726624
	Iteration 123Q: 3 clusters Score -522718.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -522731.218750 Penalty: 859.726624
	Iteration 124Q: 3 clusters Score -522731.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -522738.843750 Penalty: 859.726624
	Iteration 125Q: 3 clusters Score -522738.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -522742.968750 Penalty: 859.726624
	Iteration 126Q: 3 clusters Score -522743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -522747.843750 Penalty: 859.726624
	Iteration 127Q: 3 clusters Score -522747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -522747.937500 Penalty: 859.726624
	Iteration 128Q: 3 clusters Score -522747.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -522748.593750 Penalty: 859.726624
	Iteration 129Q: 3 clusters Score -522748.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -522749.218750 Penalty: 859.726624
	Iteration 130Q: 3 clusters Score -522749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -522749.187500 Penalty: 859.726624
	Iteration 131Q: 3 clusters Score -522749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -522748.343750 Penalty: 859.726624
	Iteration 132Q: 3 clusters Score -522748.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -522748.843750 Penalty: 859.726624
	Iteration 133Q: 3 clusters Score -522748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -522749.031250 Penalty: 859.726624
	Iteration 134Q: 3 clusters Score -522749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -522749.343750 Penalty: 859.726624
	Iteration 135Q: 3 clusters Score -522749.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -522749.343750 Penalty: 859.726624
	Iteration 136F: 3 clusters Score -522749.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -21320.609375 Penalty: 293.352417
	Iteration 0F: 2 clusters Score -21320.61 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 303 members 
Entering Unmasked Estep 
Score: -20810.697266 Penalty: 586.704834
	Iteration 0F: 3 clusters Score -20810.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -20966.414062 Penalty: 586.704834
	Iteration 1F: 3 clusters Score -20966.41 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -21035.833984 Penalty: 586.704834
	Iteration 2F: 3 clusters Score -21035.83 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -21093.890625 Penalty: 586.704834
	Iteration 3F: 3 clusters Score -21093.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -21132.494141 Penalty: 586.704834
	Iteration 4F: 3 clusters Score -21132.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -21152.226562 Penalty: 586.704834
	Iteration 5Q: 3 clusters Score -21152.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -21163.070312 Penalty: 586.704834
	Iteration 6Q: 3 clusters Score -21163.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -21173.607422 Penalty: 586.704834
	Iteration 7Q: 3 clusters Score -21173.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -21184.314453 Penalty: 586.704834
	Iteration 8Q: 3 clusters Score -21184.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -21195.507812 Penalty: 586.704834
	Iteration 9Q: 3 clusters Score -21195.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -21208.654297 Penalty: 586.704834
	Iteration 10Q: 3 clusters Score -21208.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -21214.107422 Penalty: 586.704834
	Iteration 11Q: 3 clusters Score -21214.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -21219.365234 Penalty: 586.704834
	Iteration 12Q: 3 clusters Score -21219.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -21222.445312 Penalty: 586.704834
	Iteration 13Q: 3 clusters Score -21222.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -21229.152344 Penalty: 586.704834
	Iteration 14Q: 3 clusters Score -21229.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -21232.746094 Penalty: 586.704834
	Iteration 15Q: 3 clusters Score -21232.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -21235.166016 Penalty: 586.704834
	Iteration 16Q: 3 clusters Score -21235.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -21238.443359 Penalty: 586.704834
	Iteration 17Q: 3 clusters Score -21238.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -21238.443359 Penalty: 586.704834
	Iteration 18F: 3 clusters Score -21238.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Entering Unmasked Estep 
Score: -246418.609375 Penalty: 397.583282
	Iteration 0F: 2 clusters Score -246418.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -242212.250000 Penalty: 795.166565
	Iteration 0F: 3 clusters Score -242212.2 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -244017.625000 Penalty: 795.166565
	Iteration 1F: 3 clusters Score -244017.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -244361.562500 Penalty: 795.166565
	Iteration 2F: 3 clusters Score -244361.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -244732.968750 Penalty: 795.166565
	Iteration 3F: 3 clusters Score -244733 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -245108.921875 Penalty: 795.166565
	Iteration 4F: 3 clusters Score -245108.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -245472.515625 Penalty: 795.166565
	Iteration 5F: 3 clusters Score -245472.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -245764.078125 Penalty: 795.166565
	Iteration 6Q: 3 clusters Score -245764.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -245980.296875 Penalty: 795.166565
	Iteration 7Q: 3 clusters Score -245980.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -246120.046875 Penalty: 795.166565
	Iteration 8Q: 3 clusters Score -246120 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -246189.859375 Penalty: 795.166565
	Iteration 9Q: 3 clusters Score -246189.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -246224.453125 Penalty: 795.166565
	Iteration 10Q: 3 clusters Score -246224.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -246243.718750 Penalty: 795.166565
	Iteration 11Q: 3 clusters Score -246243.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -246252.875000 Penalty: 795.166565
	Iteration 12Q: 3 clusters Score -246252.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -246257.625000 Penalty: 795.166565
	Iteration 13Q: 3 clusters Score -246257.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -246260.765625 Penalty: 795.166565
	Iteration 14Q: 3 clusters Score -246260.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -246265.359375 Penalty: 795.166565
	Iteration 15Q: 3 clusters Score -246265.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -246268.156250 Penalty: 795.166565
	Iteration 16Q: 3 clusters Score -246268.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -246269.421875 Penalty: 795.166565
	Iteration 17Q: 3 clusters Score -246269.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -246270.640625 Penalty: 795.166565
	Iteration 18Q: 3 clusters Score -246270.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -246270.921875 Penalty: 795.166565
	Iteration 19Q: 3 clusters Score -246270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -246270.890625 Penalty: 795.166565
	Iteration 20F: 3 clusters Score -246270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -246270.968750 Penalty: 795.166565
	Iteration 21Q: 3 clusters Score -246271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -246271.328125 Penalty: 795.166565
	Iteration 22Q: 3 clusters Score -246271.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -246271.375000 Penalty: 795.166565
	Iteration 23Q: 3 clusters Score -246271.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -246271.375000 Penalty: 795.166565
	Iteration 24F: 3 clusters Score -246271.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Entering Unmasked Estep 
Score: -175470.406250 Penalty: 382.230011
	Iteration 0F: 2 clusters Score -175470.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -172505.546875 Penalty: 764.460022
	Iteration 0F: 3 clusters Score -172505.5 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -173594.421875 Penalty: 764.460022
	Iteration 1F: 3 clusters Score -173594.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -173753.000000 Penalty: 764.460022
	Iteration 2F: 3 clusters Score -173753 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -173925.906250 Penalty: 764.460022
	Iteration 3F: 3 clusters Score -173925.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -174109.359375 Penalty: 764.460022
	Iteration 4F: 3 clusters Score -174109.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -174321.046875 Penalty: 764.460022
	Iteration 5F: 3 clusters Score -174321 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -174455.359375 Penalty: 764.460022
	Iteration 6Q: 3 clusters Score -174455.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -174519.953125 Penalty: 764.460022
	Iteration 7Q: 3 clusters Score -174520 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -174551.609375 Penalty: 764.460022
	Iteration 8Q: 3 clusters Score -174551.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -174569.531250 Penalty: 764.460022
	Iteration 9Q: 3 clusters Score -174569.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -174587.484375 Penalty: 764.460022
	Iteration 10Q: 3 clusters Score -174587.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -174603.656250 Penalty: 764.460022
	Iteration 11Q: 3 clusters Score -174603.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -174620.593750 Penalty: 764.460022
	Iteration 12Q: 3 clusters Score -174620.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -174632.640625 Penalty: 764.460022
	Iteration 13Q: 3 clusters Score -174632.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -174649.359375 Penalty: 764.460022
	Iteration 14Q: 3 clusters Score -174649.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -174664.593750 Penalty: 764.460022
	Iteration 15Q: 3 clusters Score -174664.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -174678.265625 Penalty: 764.460022
	Iteration 16Q: 3 clusters Score -174678.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -174692.062500 Penalty: 764.460022
	Iteration 17Q: 3 clusters Score -174692.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -174710.281250 Penalty: 764.460022
	Iteration 18Q: 3 clusters Score -174710.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -174723.156250 Penalty: 764.460022
	Iteration 19Q: 3 clusters Score -174723.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -174737.593750 Penalty: 764.460022
	Iteration 20F: 3 clusters Score -174737.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -174754.203125 Penalty: 764.460022
	Iteration 21Q: 3 clusters Score -174754.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -174783.734375 Penalty: 764.460022
	Iteration 22Q: 3 clusters Score -174783.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -174816.671875 Penalty: 764.460022
	Iteration 23Q: 3 clusters Score -174816.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -174846.281250 Penalty: 764.460022
	Iteration 24Q: 3 clusters Score -174846.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -174878.625000 Penalty: 764.460022
	Iteration 25Q: 3 clusters Score -174878.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -174909.593750 Penalty: 764.460022
	Iteration 26Q: 3 clusters Score -174909.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -174939.328125 Penalty: 764.460022
	Iteration 27Q: 3 clusters Score -174939.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -174962.890625 Penalty: 764.460022
	Iteration 28Q: 3 clusters Score -174962.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -174983.671875 Penalty: 764.460022
	Iteration 29Q: 3 clusters Score -174983.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -174997.984375 Penalty: 764.460022
	Iteration 30Q: 3 clusters Score -174998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -175012.109375 Penalty: 764.460022
	Iteration 31Q: 3 clusters Score -175012.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -175034.500000 Penalty: 764.460022
	Iteration 32Q: 3 clusters Score -175034.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -175054.328125 Penalty: 764.460022
	Iteration 33Q: 3 clusters Score -175054.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -175084.359375 Penalty: 764.460022
	Iteration 34Q: 3 clusters Score -175084.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -175102.890625 Penalty: 764.460022
	Iteration 35Q: 3 clusters Score -175102.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -175121.828125 Penalty: 764.460022
	Iteration 36Q: 3 clusters Score -175121.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -175142.750000 Penalty: 764.460022
	Iteration 37Q: 3 clusters Score -175142.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -175167.703125 Penalty: 764.460022
	Iteration 38Q: 3 clusters Score -175167.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -175189.046875 Penalty: 764.460022
	Iteration 39Q: 3 clusters Score -175189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -175206.218750 Penalty: 764.460022
	Iteration 40F: 3 clusters Score -175206.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -175213.203125 Penalty: 764.460022
	Iteration 41Q: 3 clusters Score -175213.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -175221.828125 Penalty: 764.460022
	Iteration 42Q: 3 clusters Score -175221.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -175232.078125 Penalty: 764.460022
	Iteration 43Q: 3 clusters Score -175232.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -175236.687500 Penalty: 764.460022
	Iteration 44Q: 3 clusters Score -175236.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -175241.156250 Penalty: 764.460022
	Iteration 45Q: 3 clusters Score -175241.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -175243.453125 Penalty: 764.460022
	Iteration 46Q: 3 clusters Score -175243.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -175244.812500 Penalty: 764.460022
	Iteration 47Q: 3 clusters Score -175244.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -175245.781250 Penalty: 764.460022
	Iteration 48Q: 3 clusters Score -175245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -175247.000000 Penalty: 764.460022
	Iteration 49Q: 3 clusters Score -175247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -175247.171875 Penalty: 764.460022
	Iteration 50Q: 3 clusters Score -175247.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -175247.406250 Penalty: 764.460022
	Iteration 51Q: 3 clusters Score -175247.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -175247.765625 Penalty: 764.460022
	Iteration 52Q: 3 clusters Score -175247.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -175247.765625 Penalty: 764.460022
	Iteration 53F: 3 clusters Score -175247.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -86588.835938 Penalty: 347.909088
	Iteration 0F: 2 clusters Score -86588.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -85068.203125 Penalty: 695.818176
	Iteration 0F: 3 clusters Score -85068.2 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -85548.265625 Penalty: 695.818176
	Iteration 1F: 3 clusters Score -85548.27 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -85615.195312 Penalty: 695.818176
	Iteration 2F: 3 clusters Score -85615.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -85686.445312 Penalty: 695.818176
	Iteration 3F: 3 clusters Score -85686.45 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -85781.343750 Penalty: 695.818176
	Iteration 4F: 3 clusters Score -85781.34 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -85882.257812 Penalty: 695.818176
	Iteration 5F: 3 clusters Score -85882.26 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -85969.976562 Penalty: 695.818176
	Iteration 6F: 3 clusters Score -85969.98 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -86061.375000 Penalty: 695.818176
	Iteration 7F: 3 clusters Score -86061.38 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -86146.382812 Penalty: 695.818176
	Iteration 8F: 3 clusters Score -86146.38 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -86227.546875 Penalty: 695.818176
	Iteration 9Q: 3 clusters Score -86227.55 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -86271.703125 Penalty: 695.818176
	Iteration 10Q: 3 clusters Score -86271.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -86286.609375 Penalty: 695.818176
	Iteration 11Q: 3 clusters Score -86286.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -86291.703125 Penalty: 695.818176
	Iteration 12Q: 3 clusters Score -86291.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -86294.375000 Penalty: 695.818176
	Iteration 13Q: 3 clusters Score -86294.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -86296.093750 Penalty: 695.818176
	Iteration 14Q: 3 clusters Score -86296.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -86299.773438 Penalty: 695.818176
	Iteration 15Q: 3 clusters Score -86299.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -86302.734375 Penalty: 695.818176
	Iteration 16Q: 3 clusters Score -86302.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -86306.429688 Penalty: 695.818176
	Iteration 17Q: 3 clusters Score -86306.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -86310.468750 Penalty: 695.818176
	Iteration 18Q: 3 clusters Score -86310.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -86313.632812 Penalty: 695.818176
	Iteration 19Q: 3 clusters Score -86313.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -86315.203125 Penalty: 695.818176
	Iteration 20F: 3 clusters Score -86315.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -86316.960938 Penalty: 695.818176
	Iteration 21Q: 3 clusters Score -86316.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -86319.273438 Penalty: 695.818176
	Iteration 22Q: 3 clusters Score -86319.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -86321.671875 Penalty: 695.818176
	Iteration 23Q: 3 clusters Score -86321.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -86322.453125 Penalty: 695.818176
	Iteration 24Q: 3 clusters Score -86322.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -86323.585938 Penalty: 695.818176
	Iteration 25Q: 3 clusters Score -86323.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -86324.492188 Penalty: 695.818176
	Iteration 26Q: 3 clusters Score -86324.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -86324.992188 Penalty: 695.818176
	Iteration 27Q: 3 clusters Score -86324.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -86325.757812 Penalty: 695.818176
	Iteration 28Q: 3 clusters Score -86325.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -86326.203125 Penalty: 695.818176
	Iteration 29Q: 3 clusters Score -86326.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -86326.476562 Penalty: 695.818176
	Iteration 30Q: 3 clusters Score -86326.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -86326.679688 Penalty: 695.818176
	Iteration 31Q: 3 clusters Score -86326.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -86327.640625 Penalty: 695.818176
	Iteration 32Q: 3 clusters Score -86327.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -86328.414062 Penalty: 695.818176
	Iteration 33Q: 3 clusters Score -86328.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -86329.171875 Penalty: 695.818176
	Iteration 34Q: 3 clusters Score -86329.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -86329.640625 Penalty: 695.818176
	Iteration 35Q: 3 clusters Score -86329.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -86329.640625 Penalty: 695.818176
	Iteration 36F: 3 clusters Score -86329.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Entering Unmasked Estep 
Score: -106295.937500 Penalty: 357.691071
	Iteration 0F: 2 clusters Score -106295.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -104475.617188 Penalty: 715.382141
	Iteration 0F: 3 clusters Score -104475.6 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -105096.031250 Penalty: 715.382141
	Iteration 1F: 3 clusters Score -105096 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -105216.257812 Penalty: 715.382141
	Iteration 2F: 3 clusters Score -105216.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -105365.265625 Penalty: 715.382141
	Iteration 3F: 3 clusters Score -105365.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -105517.851562 Penalty: 715.382141
	Iteration 4F: 3 clusters Score -105517.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -105666.890625 Penalty: 715.382141
	Iteration 5F: 3 clusters Score -105666.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -105801.312500 Penalty: 715.382141
	Iteration 6F: 3 clusters Score -105801.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -105898.335938 Penalty: 715.382141
	Iteration 7Q: 3 clusters Score -105898.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -105948.320312 Penalty: 715.382141
	Iteration 8Q: 3 clusters Score -105948.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -105987.164062 Penalty: 715.382141
	Iteration 9Q: 3 clusters Score -105987.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -106000.476562 Penalty: 715.382141
	Iteration 10Q: 3 clusters Score -106000.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -106010.046875 Penalty: 715.382141
	Iteration 11Q: 3 clusters Score -106010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -106015.132812 Penalty: 715.382141
	Iteration 12Q: 3 clusters Score -106015.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -106023.500000 Penalty: 715.382141
	Iteration 13Q: 3 clusters Score -106023.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -106027.664062 Penalty: 715.382141
	Iteration 14Q: 3 clusters Score -106027.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -106029.273438 Penalty: 715.382141
	Iteration 15Q: 3 clusters Score -106029.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -106029.273438 Penalty: 715.382141
	Iteration 16F: 3 clusters Score -106029.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Entering Unmasked Estep 
Score: -1111251.250000 Penalty: 464.729523
	Iteration 0F: 2 clusters Score -1111251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1093151.875000 Penalty: 929.459045
	Iteration 0F: 3 clusters Score -1093152 nChanged 13040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1101102.250000 Penalty: 929.459045
	Iteration 1F: 3 clusters Score -1101102 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1102526.750000 Penalty: 929.459045
	Iteration 2F: 3 clusters Score -1102527 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1104884.250000 Penalty: 929.459045
	Iteration 3F: 3 clusters Score -1104884 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1107530.125000 Penalty: 929.459045
	Iteration 4F: 3 clusters Score -1107530 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1109331.125000 Penalty: 929.459045
	Iteration 5F: 3 clusters Score -1109331 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1110321.125000 Penalty: 929.459045
	Iteration 6Q: 3 clusters Score -1110321 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1110866.750000 Penalty: 929.459045
	Iteration 7Q: 3 clusters Score -1110867 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1111078.250000 Penalty: 929.459045
	Iteration 8Q: 3 clusters Score -1111078 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1111124.250000 Penalty: 929.459045
	Iteration 9Q: 3 clusters Score -1111124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1111147.125000 Penalty: 929.459045
	Iteration 10Q: 3 clusters Score -1111147 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1111165.125000 Penalty: 929.459045
	Iteration 11Q: 3 clusters Score -1111165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1111173.875000 Penalty: 929.459045
	Iteration 12Q: 3 clusters Score -1111174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1111180.875000 Penalty: 929.459045
	Iteration 13Q: 3 clusters Score -1111181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1111185.125000 Penalty: 929.459045
	Iteration 14Q: 3 clusters Score -1111185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1111187.875000 Penalty: 929.459045
	Iteration 15Q: 3 clusters Score -1111188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1111190.250000 Penalty: 929.459045
	Iteration 16Q: 3 clusters Score -1111190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1111193.250000 Penalty: 929.459045
	Iteration 17Q: 3 clusters Score -1111193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1111195.000000 Penalty: 929.459045
	Iteration 18Q: 3 clusters Score -1111195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1111196.750000 Penalty: 929.459045
	Iteration 19Q: 3 clusters Score -1111197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1111196.375000 Penalty: 929.459045
	Iteration 20F: 3 clusters Score -1111196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1111198.875000 Penalty: 929.459045
	Iteration 21Q: 3 clusters Score -1111199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1111199.500000 Penalty: 929.459045
	Iteration 22Q: 3 clusters Score -1111200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1111203.500000 Penalty: 929.459045
	Iteration 23Q: 3 clusters Score -1111204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1111207.000000 Penalty: 929.459045
	Iteration 24Q: 3 clusters Score -1111207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1111208.000000 Penalty: 929.459045
	Iteration 25Q: 3 clusters Score -1111208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1111206.875000 Penalty: 929.459045
	Iteration 26Q: 3 clusters Score -1111207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1111206.250000 Penalty: 929.459045
	Iteration 27Q: 3 clusters Score -1111206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1111207.125000 Penalty: 929.459045
	Iteration 28Q: 3 clusters Score -1111207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1111207.375000 Penalty: 929.459045
	Iteration 29Q: 3 clusters Score -1111207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1111207.125000 Penalty: 929.459045
	Iteration 30Q: 3 clusters Score -1111207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1111207.125000 Penalty: 929.459045
	Iteration 31F: 3 clusters Score -1111207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Entering Unmasked Estep 
Score: -77149.453125 Penalty: 345.544342
	Iteration 0F: 2 clusters Score -77149.45 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 961 members 
Entering Unmasked Estep 
Score: -75706.398438 Penalty: 691.088684
	Iteration 0F: 3 clusters Score -75706.4 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -76225.960938 Penalty: 691.088684
	Iteration 1F: 3 clusters Score -76225.96 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -76364.757812 Penalty: 691.088684
	Iteration 2F: 3 clusters Score -76364.76 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -76470.578125 Penalty: 691.088684
	Iteration 3F: 3 clusters Score -76470.58 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -76565.843750 Penalty: 691.088684
	Iteration 4F: 3 clusters Score -76565.84 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -76645.960938 Penalty: 691.088684
	Iteration 5Q: 3 clusters Score -76645.96 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -76707.453125 Penalty: 691.088684
	Iteration 6Q: 3 clusters Score -76707.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76755.882812 Penalty: 691.088684
	Iteration 7Q: 3 clusters Score -76755.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76777.843750 Penalty: 691.088684
	Iteration 8Q: 3 clusters Score -76777.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76789.984375 Penalty: 691.088684
	Iteration 9Q: 3 clusters Score -76789.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -76798.937500 Penalty: 691.088684
	Iteration 10Q: 3 clusters Score -76798.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -76807.945312 Penalty: 691.088684
	Iteration 11Q: 3 clusters Score -76807.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -76814.531250 Penalty: 691.088684
	Iteration 12Q: 3 clusters Score -76814.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -76819.382812 Penalty: 691.088684
	Iteration 13Q: 3 clusters Score -76819.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -76823.257812 Penalty: 691.088684
	Iteration 14Q: 3 clusters Score -76823.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -76825.007812 Penalty: 691.088684
	Iteration 15Q: 3 clusters Score -76825.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -76828.218750 Penalty: 691.088684
	Iteration 16Q: 3 clusters Score -76828.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -76831.367188 Penalty: 691.088684
	Iteration 17Q: 3 clusters Score -76831.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -76833.015625 Penalty: 691.088684
	Iteration 18Q: 3 clusters Score -76833.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -76833.843750 Penalty: 691.088684
	Iteration 19Q: 3 clusters Score -76833.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -76835.109375 Penalty: 691.088684
	Iteration 20F: 3 clusters Score -76835.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -76835.835938 Penalty: 691.088684
	Iteration 21Q: 3 clusters Score -76835.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -76837.679688 Penalty: 691.088684
	Iteration 22Q: 3 clusters Score -76837.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -76838.429688 Penalty: 691.088684
	Iteration 23Q: 3 clusters Score -76838.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -76838.429688 Penalty: 691.088684
	Iteration 24F: 3 clusters Score -76838.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (284220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284220 members 
Entering Unmasked Estep 
Score: -11809654.000000 Penalty: 571.366394
	Iteration 0F: 2 clusters Score -1.180965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142321 members 
Mstep: Class 2 contains 141899 members 
Entering Unmasked Estep 
Score: -11616361.000000 Penalty: 1142.732788
	Iteration 0F: 3 clusters Score -1.161636e+07 nChanged 140180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148883 members 
Mstep: Class 2 contains 135337 members 
Entering Unmasked Estep 
Score: -11704842.000000 Penalty: 1142.732788
	Iteration 1F: 3 clusters Score -1.170484e+07 nChanged 11740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154401 members 
Mstep: Class 2 contains 129819 members 
Entering Unmasked Estep 
Score: -11710073.000000 Penalty: 1142.732788
	Iteration 2Q: 3 clusters Score -1.171007e+07 nChanged 14834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162241 members 
Mstep: Class 2 contains 121979 members 
Entering Unmasked Estep 
Score: -11719558.000000 Penalty: 1142.732788
	Iteration 3F: 3 clusters Score -1.171956e+07 nChanged 18417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171926 members 
Mstep: Class 2 contains 112294 members 
Entering Unmasked Estep 
Score: -11734444.000000 Penalty: 1142.732788
	Iteration 4F: 3 clusters Score -1.173444e+07 nChanged 19729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180887 members 
Mstep: Class 2 contains 103333 members 
Entering Unmasked Estep 
Score: -11749808.000000 Penalty: 1142.732788
	Iteration 5F: 3 clusters Score -1.174981e+07 nChanged 16314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187847 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -11758647.000000 Penalty: 1142.732788
	Iteration 6F: 3 clusters Score -1.175865e+07 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193857 members 
Mstep: Class 2 contains 90363 members 
Entering Unmasked Estep 
Score: -11762267.000000 Penalty: 1142.732788
	Iteration 7Q: 3 clusters Score -1.176227e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199946 members 
Mstep: Class 2 contains 84274 members 
Entering Unmasked Estep 
Score: -11764643.000000 Penalty: 1142.732788
	Iteration 8Q: 3 clusters Score -1.176464e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206386 members 
Mstep: Class 2 contains 77834 members 
Entering Unmasked Estep 
Score: -11766919.000000 Penalty: 1142.732788
	Iteration 9Q: 3 clusters Score -1.176692e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213192 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -11769407.000000 Penalty: 1142.732788
	Iteration 10Q: 3 clusters Score -1.176941e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220358 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -11772239.000000 Penalty: 1142.732788
	Iteration 11Q: 3 clusters Score -1.177224e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227770 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -11775402.000000 Penalty: 1142.732788
	Iteration 12Q: 3 clusters Score -1.17754e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235159 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -11779028.000000 Penalty: 1142.732788
	Iteration 13Q: 3 clusters Score -1.177903e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242397 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -11782845.000000 Penalty: 1142.732788
	Iteration 14Q: 3 clusters Score -1.178284e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249394 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -11786833.000000 Penalty: 1142.732788
	Iteration 15Q: 3 clusters Score -1.178683e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255959 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -11790731.000000 Penalty: 1142.732788
	Iteration 16Q: 3 clusters Score -1.179073e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261755 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -11794370.000000 Penalty: 1142.732788
	Iteration 17Q: 3 clusters Score -1.179437e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266709 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -11797599.000000 Penalty: 1142.732788
	Iteration 18Q: 3 clusters Score -1.17976e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270800 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -11800268.000000 Penalty: 1142.732788
	Iteration 19Q: 3 clusters Score -1.180027e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274089 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -11802620.000000 Penalty: 1142.732788
	Iteration 20F: 3 clusters Score -1.180262e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276671 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -11804540.000000 Penalty: 1142.732788
	Iteration 21Q: 3 clusters Score -1.180454e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278602 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -11805834.000000 Penalty: 1142.732788
	Iteration 22Q: 3 clusters Score -1.180583e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280021 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -11806774.000000 Penalty: 1142.732788
	Iteration 23Q: 3 clusters Score -1.180677e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281040 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -11807419.000000 Penalty: 1142.732788
	Iteration 24Q: 3 clusters Score -1.180742e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281793 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -11807887.000000 Penalty: 1142.732788
	Iteration 25Q: 3 clusters Score -1.180789e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282368 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -11808236.000000 Penalty: 1142.732788
	Iteration 26Q: 3 clusters Score -1.180824e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282851 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -11808531.000000 Penalty: 1142.732788
	Iteration 27Q: 3 clusters Score -1.180853e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283211 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -11808701.000000 Penalty: 1142.732788
	Iteration 28Q: 3 clusters Score -1.18087e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283476 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -11808785.000000 Penalty: 1142.732788
	Iteration 29Q: 3 clusters Score -1.180878e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283685 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -11808903.000000 Penalty: 1142.732788
	Iteration 30Q: 3 clusters Score -1.18089e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283821 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -11809005.000000 Penalty: 1142.732788
	Iteration 31Q: 3 clusters Score -1.1809e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283905 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -11809063.000000 Penalty: 1142.732788
	Iteration 32Q: 3 clusters Score -1.180906e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283948 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -11809110.000000 Penalty: 1142.732788
	Iteration 33Q: 3 clusters Score -1.180911e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283979 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11809134.000000 Penalty: 1142.732788
	Iteration 34Q: 3 clusters Score -1.180913e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284002 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -11809176.000000 Penalty: 1142.732788
	Iteration 35Q: 3 clusters Score -1.180918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284010 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11809193.000000 Penalty: 1142.732788
	Iteration 36Q: 3 clusters Score -1.180919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284015 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11809210.000000 Penalty: 1142.732788
	Iteration 37Q: 3 clusters Score -1.180921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284022 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11809213.000000 Penalty: 1142.732788
	Iteration 38Q: 3 clusters Score -1.180921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284026 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11809207.000000 Penalty: 1142.732788
	Iteration 39Q: 3 clusters Score -1.180921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284028 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11809214.000000 Penalty: 1142.732788
	Iteration 40F: 3 clusters Score -1.180921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284024 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -11809210.000000 Penalty: 1142.732788
	Iteration 41Q: 3 clusters Score -1.180921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284020 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11809217.000000 Penalty: 1142.732788
	Iteration 42Q: 3 clusters Score -1.180922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284018 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11809219.000000 Penalty: 1142.732788
	Iteration 43Q: 3 clusters Score -1.180922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284016 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11809218.000000 Penalty: 1142.732788
	Iteration 44Q: 3 clusters Score -1.180922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284015 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11809219.000000 Penalty: 1142.732788
	Iteration 45Q: 3 clusters Score -1.180922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284014 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11809222.000000 Penalty: 1142.732788
	Iteration 46Q: 3 clusters Score -1.180922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284014 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11809222.000000 Penalty: 1142.732788
	Iteration 47F: 3 clusters Score -1.180922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Entering Unmasked Estep 
Score: -196677.171875 Penalty: 385.112152
	Iteration 0F: 2 clusters Score -196677.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -193485.140625 Penalty: 770.224304
	Iteration 0F: 3 clusters Score -193485.1 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -194632.218750 Penalty: 770.224304
	Iteration 1F: 3 clusters Score -194632.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -194760.281250 Penalty: 770.224304
	Iteration 2F: 3 clusters Score -194760.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -194895.781250 Penalty: 770.224304
	Iteration 3F: 3 clusters Score -194895.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -195022.640625 Penalty: 770.224304
	Iteration 4F: 3 clusters Score -195022.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -195174.546875 Penalty: 770.224304
	Iteration 5F: 3 clusters Score -195174.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -195338.718750 Penalty: 770.224304
	Iteration 6F: 3 clusters Score -195338.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -195497.875000 Penalty: 770.224304
	Iteration 7Q: 3 clusters Score -195497.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -195659.546875 Penalty: 770.224304
	Iteration 8Q: 3 clusters Score -195659.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -195798.953125 Penalty: 770.224304
	Iteration 9Q: 3 clusters Score -195799 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -195914.625000 Penalty: 770.224304
	Iteration 10Q: 3 clusters Score -195914.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -195993.718750 Penalty: 770.224304
	Iteration 11Q: 3 clusters Score -195993.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -196046.500000 Penalty: 770.224304
	Iteration 12Q: 3 clusters Score -196046.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -196091.843750 Penalty: 770.224304
	Iteration 13Q: 3 clusters Score -196091.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -196131.281250 Penalty: 770.224304
	Iteration 14Q: 3 clusters Score -196131.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -196171.140625 Penalty: 770.224304
	Iteration 15Q: 3 clusters Score -196171.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -196200.343750 Penalty: 770.224304
	Iteration 16Q: 3 clusters Score -196200.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -196230.265625 Penalty: 770.224304
	Iteration 17Q: 3 clusters Score -196230.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -196263.250000 Penalty: 770.224304
	Iteration 18Q: 3 clusters Score -196263.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -196288.250000 Penalty: 770.224304
	Iteration 19Q: 3 clusters Score -196288.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -196314.593750 Penalty: 770.224304
	Iteration 20F: 3 clusters Score -196314.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -196331.546875 Penalty: 770.224304
	Iteration 21Q: 3 clusters Score -196331.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -196342.671875 Penalty: 770.224304
	Iteration 22Q: 3 clusters Score -196342.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -196348.984375 Penalty: 770.224304
	Iteration 23Q: 3 clusters Score -196349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -196357.390625 Penalty: 770.224304
	Iteration 24Q: 3 clusters Score -196357.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -196362.687500 Penalty: 770.224304
	Iteration 25Q: 3 clusters Score -196362.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -196367.203125 Penalty: 770.224304
	Iteration 26Q: 3 clusters Score -196367.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -196370.000000 Penalty: 770.224304
	Iteration 27Q: 3 clusters Score -196370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -196371.062500 Penalty: 770.224304
	Iteration 28Q: 3 clusters Score -196371.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -196373.500000 Penalty: 770.224304
	Iteration 29Q: 3 clusters Score -196373.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -196377.671875 Penalty: 770.224304
	Iteration 30Q: 3 clusters Score -196377.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -196388.125000 Penalty: 770.224304
	Iteration 31Q: 3 clusters Score -196388.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -196391.671875 Penalty: 770.224304
	Iteration 32Q: 3 clusters Score -196391.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -196395.156250 Penalty: 770.224304
	Iteration 33Q: 3 clusters Score -196395.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -196395.984375 Penalty: 770.224304
	Iteration 34Q: 3 clusters Score -196396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -196398.375000 Penalty: 770.224304
	Iteration 35Q: 3 clusters Score -196398.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -196401.312500 Penalty: 770.224304
	Iteration 36Q: 3 clusters Score -196401.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -196401.750000 Penalty: 770.224304
	Iteration 37Q: 3 clusters Score -196401.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -196402.296875 Penalty: 770.224304
	Iteration 38Q: 3 clusters Score -196402.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -196402.781250 Penalty: 770.224304
	Iteration 39Q: 3 clusters Score -196402.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -196402.750000 Penalty: 770.224304
	Iteration 40F: 3 clusters Score -196402.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Entering Unmasked Estep 
Score: -265954.375000 Penalty: 401.455872
	Iteration 0F: 2 clusters Score -265954.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -261368.562500 Penalty: 802.911743
	Iteration 0F: 3 clusters Score -261368.6 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -263220.281250 Penalty: 802.911743
	Iteration 1F: 3 clusters Score -263220.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -263551.687500 Penalty: 802.911743
	Iteration 2F: 3 clusters Score -263551.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -263929.375000 Penalty: 802.911743
	Iteration 3F: 3 clusters Score -263929.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -264376.687500 Penalty: 802.911743
	Iteration 4F: 3 clusters Score -264376.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -264834.468750 Penalty: 802.911743
	Iteration 5F: 3 clusters Score -264834.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -265092.062500 Penalty: 802.911743
	Iteration 6F: 3 clusters Score -265092.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -265192.750000 Penalty: 802.911743
	Iteration 7Q: 3 clusters Score -265192.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -265233.218750 Penalty: 802.911743
	Iteration 8Q: 3 clusters Score -265233.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -265259.468750 Penalty: 802.911743
	Iteration 9Q: 3 clusters Score -265259.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -265279.906250 Penalty: 802.911743
	Iteration 10Q: 3 clusters Score -265279.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -265300.468750 Penalty: 802.911743
	Iteration 11Q: 3 clusters Score -265300.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -265316.500000 Penalty: 802.911743
	Iteration 12Q: 3 clusters Score -265316.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -265326.000000 Penalty: 802.911743
	Iteration 13Q: 3 clusters Score -265326 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -265332.968750 Penalty: 802.911743
	Iteration 14Q: 3 clusters Score -265333 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -265339.937500 Penalty: 802.911743
	Iteration 15Q: 3 clusters Score -265339.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -265347.593750 Penalty: 802.911743
	Iteration 16Q: 3 clusters Score -265347.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -265351.093750 Penalty: 802.911743
	Iteration 17Q: 3 clusters Score -265351.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -265355.593750 Penalty: 802.911743
	Iteration 18Q: 3 clusters Score -265355.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -265356.906250 Penalty: 802.911743
	Iteration 19Q: 3 clusters Score -265356.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -265361.687500 Penalty: 802.911743
	Iteration 20F: 3 clusters Score -265361.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -265366.750000 Penalty: 802.911743
	Iteration 21Q: 3 clusters Score -265366.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -265371.562500 Penalty: 802.911743
	Iteration 22Q: 3 clusters Score -265371.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -265377.968750 Penalty: 802.911743
	Iteration 23Q: 3 clusters Score -265378 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -265383.843750 Penalty: 802.911743
	Iteration 24Q: 3 clusters Score -265383.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -265391.562500 Penalty: 802.911743
	Iteration 25Q: 3 clusters Score -265391.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -265399.343750 Penalty: 802.911743
	Iteration 26Q: 3 clusters Score -265399.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -265410.218750 Penalty: 802.911743
	Iteration 27Q: 3 clusters Score -265410.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -265422.937500 Penalty: 802.911743
	Iteration 28Q: 3 clusters Score -265422.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -265438.093750 Penalty: 802.911743
	Iteration 29Q: 3 clusters Score -265438.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -265452.312500 Penalty: 802.911743
	Iteration 30Q: 3 clusters Score -265452.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -265468.843750 Penalty: 802.911743
	Iteration 31Q: 3 clusters Score -265468.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -265490.062500 Penalty: 802.911743
	Iteration 32Q: 3 clusters Score -265490.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -265521.875000 Penalty: 802.911743
	Iteration 33Q: 3 clusters Score -265521.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -265548.218750 Penalty: 802.911743
	Iteration 34Q: 3 clusters Score -265548.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -265567.125000 Penalty: 802.911743
	Iteration 35Q: 3 clusters Score -265567.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -265582.687500 Penalty: 802.911743
	Iteration 36Q: 3 clusters Score -265582.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -265593.312500 Penalty: 802.911743
	Iteration 37Q: 3 clusters Score -265593.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -265600.812500 Penalty: 802.911743
	Iteration 38Q: 3 clusters Score -265600.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -265605.593750 Penalty: 802.911743
	Iteration 39Q: 3 clusters Score -265605.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -265611.156250 Penalty: 802.911743
	Iteration 40F: 3 clusters Score -265611.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -265615.406250 Penalty: 802.911743
	Iteration 41Q: 3 clusters Score -265615.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -265617.187500 Penalty: 802.911743
	Iteration 42Q: 3 clusters Score -265617.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -265616.968750 Penalty: 802.911743
	Iteration 43Q: 3 clusters Score -265617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -265617.625000 Penalty: 802.911743
	Iteration 44Q: 3 clusters Score -265617.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -265617.843750 Penalty: 802.911743
	Iteration 45Q: 3 clusters Score -265617.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -265618.093750 Penalty: 802.911743
	Iteration 46Q: 3 clusters Score -265618.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -265618.093750 Penalty: 802.911743
	Iteration 47Q: 3 clusters Score -265618.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -265618.531250 Penalty: 802.911743
	Iteration 48Q: 3 clusters Score -265618.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -265618.500000 Penalty: 802.911743
	Iteration 49Q: 3 clusters Score -265618.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -265618.968750 Penalty: 802.911743
	Iteration 50Q: 3 clusters Score -265619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -265619.031250 Penalty: 802.911743
	Iteration 51Q: 3 clusters Score -265619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -265619.625000 Penalty: 802.911743
	Iteration 52Q: 3 clusters Score -265619.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -265618.968750 Penalty: 802.911743
	Iteration 53Q: 3 clusters Score -265619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -265619.718750 Penalty: 802.911743
	Iteration 54Q: 3 clusters Score -265619.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -265619.500000 Penalty: 802.911743
	Iteration 55Q: 3 clusters Score -265619.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -265619.500000 Penalty: 802.911743
	Iteration 56F: 3 clusters Score -265619.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -63603.468750 Penalty: 343.146576
	Iteration 0F: 2 clusters Score -63603.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -62237.156250 Penalty: 686.293152
	Iteration 0F: 3 clusters Score -62237.16 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -62881.562500 Penalty: 686.293152
	Iteration 1F: 3 clusters Score -62881.56 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -63041.167969 Penalty: 686.293152
	Iteration 2F: 3 clusters Score -63041.17 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -63137.890625 Penalty: 686.293152
	Iteration 3F: 3 clusters Score -63137.89 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -63198.785156 Penalty: 686.293152
	Iteration 4Q: 3 clusters Score -63198.79 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -63240.484375 Penalty: 686.293152
	Iteration 5Q: 3 clusters Score -63240.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -63263.546875 Penalty: 686.293152
	Iteration 6Q: 3 clusters Score -63263.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -63279.589844 Penalty: 686.293152
	Iteration 7Q: 3 clusters Score -63279.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -63291.828125 Penalty: 686.293152
	Iteration 8Q: 3 clusters Score -63291.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -63298.191406 Penalty: 686.293152
	Iteration 9Q: 3 clusters Score -63298.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -63307.472656 Penalty: 686.293152
	Iteration 10Q: 3 clusters Score -63307.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -63318.339844 Penalty: 686.293152
	Iteration 11Q: 3 clusters Score -63318.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -63326.585938 Penalty: 686.293152
	Iteration 12Q: 3 clusters Score -63326.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -63342.191406 Penalty: 686.293152
	Iteration 13Q: 3 clusters Score -63342.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -63354.304688 Penalty: 686.293152
	Iteration 14Q: 3 clusters Score -63354.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -63367.839844 Penalty: 686.293152
	Iteration 15Q: 3 clusters Score -63367.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -63375.121094 Penalty: 686.293152
	Iteration 16Q: 3 clusters Score -63375.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -63377.113281 Penalty: 686.293152
	Iteration 17Q: 3 clusters Score -63377.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -63379.976562 Penalty: 686.293152
	Iteration 18Q: 3 clusters Score -63379.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -63388.179688 Penalty: 686.293152
	Iteration 19Q: 3 clusters Score -63388.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -63402.906250 Penalty: 686.293152
	Iteration 20F: 3 clusters Score -63402.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -63410.765625 Penalty: 686.293152
	Iteration 21Q: 3 clusters Score -63410.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -63420.054688 Penalty: 686.293152
	Iteration 22Q: 3 clusters Score -63420.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -63431.105469 Penalty: 686.293152
	Iteration 23Q: 3 clusters Score -63431.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -63437.253906 Penalty: 686.293152
	Iteration 24Q: 3 clusters Score -63437.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -63441.207031 Penalty: 686.293152
	Iteration 25Q: 3 clusters Score -63441.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -63445.199219 Penalty: 686.293152
	Iteration 26Q: 3 clusters Score -63445.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -63449.335938 Penalty: 686.293152
	Iteration 27Q: 3 clusters Score -63449.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -63463.660156 Penalty: 686.293152
	Iteration 28Q: 3 clusters Score -63463.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -63471.992188 Penalty: 686.293152
	Iteration 29Q: 3 clusters Score -63471.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -63476.683594 Penalty: 686.293152
	Iteration 30Q: 3 clusters Score -63476.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -63482.113281 Penalty: 686.293152
	Iteration 31Q: 3 clusters Score -63482.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -63489.906250 Penalty: 686.293152
	Iteration 32Q: 3 clusters Score -63489.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -63498.855469 Penalty: 686.293152
	Iteration 33Q: 3 clusters Score -63498.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -63504.316406 Penalty: 686.293152
	Iteration 34Q: 3 clusters Score -63504.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -63508.699219 Penalty: 686.293152
	Iteration 35Q: 3 clusters Score -63508.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -63513.093750 Penalty: 686.293152
	Iteration 36Q: 3 clusters Score -63513.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -63516.367188 Penalty: 686.293152
	Iteration 37Q: 3 clusters Score -63516.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -63522.050781 Penalty: 686.293152
	Iteration 38Q: 3 clusters Score -63522.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -63524.230469 Penalty: 686.293152
	Iteration 39Q: 3 clusters Score -63524.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -63526.835938 Penalty: 686.293152
	Iteration 40F: 3 clusters Score -63526.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -63530.210938 Penalty: 686.293152
	Iteration 41Q: 3 clusters Score -63530.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -63534.855469 Penalty: 686.293152
	Iteration 42Q: 3 clusters Score -63534.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -63540.148438 Penalty: 686.293152
	Iteration 43Q: 3 clusters Score -63540.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -63546.976562 Penalty: 686.293152
	Iteration 44Q: 3 clusters Score -63546.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -63552.109375 Penalty: 686.293152
	Iteration 45Q: 3 clusters Score -63552.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -63554.054688 Penalty: 686.293152
	Iteration 46Q: 3 clusters Score -63554.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -63555.562500 Penalty: 686.293152
	Iteration 47Q: 3 clusters Score -63555.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -63556.519531 Penalty: 686.293152
	Iteration 48Q: 3 clusters Score -63556.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -63557.160156 Penalty: 686.293152
	Iteration 49Q: 3 clusters Score -63557.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -63557.300781 Penalty: 686.293152
	Iteration 50Q: 3 clusters Score -63557.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -63557.300781 Penalty: 686.293152
	Iteration 51F: 3 clusters Score -63557.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -32114.578125 Penalty: 307.756775
	Iteration 0F: 2 clusters Score -32114.58 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 447 members 
Entering Unmasked Estep 
Score: -31378.212891 Penalty: 615.513550
	Iteration 0F: 3 clusters Score -31378.21 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -31606.935547 Penalty: 615.513550
	Iteration 1F: 3 clusters Score -31606.94 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -31726.726562 Penalty: 615.513550
	Iteration 2F: 3 clusters Score -31726.73 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -31795.904297 Penalty: 615.513550
	Iteration 3F: 3 clusters Score -31795.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -31852.300781 Penalty: 615.513550
	Iteration 4F: 3 clusters Score -31852.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -31913.216797 Penalty: 615.513550
	Iteration 5F: 3 clusters Score -31913.22 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -31976.060547 Penalty: 615.513550
	Iteration 6F: 3 clusters Score -31976.06 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -32020.537109 Penalty: 615.513550
	Iteration 7F: 3 clusters Score -32020.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -32038.849609 Penalty: 615.513550
	Iteration 8Q: 3 clusters Score -32038.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -32046.701172 Penalty: 615.513550
	Iteration 9Q: 3 clusters Score -32046.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -32052.351562 Penalty: 615.513550
	Iteration 10Q: 3 clusters Score -32052.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -32054.966797 Penalty: 615.513550
	Iteration 11Q: 3 clusters Score -32054.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -32057.130859 Penalty: 615.513550
	Iteration 12Q: 3 clusters Score -32057.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32059.992188 Penalty: 615.513550
	Iteration 13Q: 3 clusters Score -32059.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -32062.949219 Penalty: 615.513550
	Iteration 14Q: 3 clusters Score -32062.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32063.855469 Penalty: 615.513550
	Iteration 15Q: 3 clusters Score -32063.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32064.023438 Penalty: 615.513550
	Iteration 16Q: 3 clusters Score -32064.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -32064.589844 Penalty: 615.513550
	Iteration 17Q: 3 clusters Score -32064.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -32064.814453 Penalty: 615.513550
	Iteration 18Q: 3 clusters Score -32064.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -32064.814453 Penalty: 615.513550
	Iteration 19F: 3 clusters Score -32064.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -23350.035156 Penalty: 290.218384
	Iteration 0F: 2 clusters Score -23350.04 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 287 members 
Entering Unmasked Estep 
Score: -22786.820312 Penalty: 580.436768
	Iteration 0F: 3 clusters Score -22786.82 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -22912.234375 Penalty: 580.436768
	Iteration 1F: 3 clusters Score -22912.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -22945.345703 Penalty: 580.436768
	Iteration 2F: 3 clusters Score -22945.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -22958.746094 Penalty: 580.436768
	Iteration 3Q: 3 clusters Score -22958.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -22968.140625 Penalty: 580.436768
	Iteration 4Q: 3 clusters Score -22968.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -22978.533203 Penalty: 580.436768
	Iteration 5Q: 3 clusters Score -22978.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -22985.974609 Penalty: 580.436768
	Iteration 6Q: 3 clusters Score -22985.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -22993.507812 Penalty: 580.436768
	Iteration 7Q: 3 clusters Score -22993.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -23000.945312 Penalty: 580.436768
	Iteration 8Q: 3 clusters Score -23000.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -23006.126953 Penalty: 580.436768
	Iteration 9Q: 3 clusters Score -23006.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -23008.826172 Penalty: 580.436768
	Iteration 10Q: 3 clusters Score -23008.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -23009.976562 Penalty: 580.436768
	Iteration 11Q: 3 clusters Score -23009.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23012.857422 Penalty: 580.436768
	Iteration 12Q: 3 clusters Score -23012.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23014.572266 Penalty: 580.436768
	Iteration 13Q: 3 clusters Score -23014.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -23014.931641 Penalty: 580.436768
	Iteration 14Q: 3 clusters Score -23014.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -23014.931641 Penalty: 580.436768
	Iteration 15F: 3 clusters Score -23014.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Entering Unmasked Estep 
Score: -63380.738281 Penalty: 336.894714
	Iteration 0F: 2 clusters Score -63380.74 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 818 members 
Entering Unmasked Estep 
Score: -62168.257812 Penalty: 673.789429
	Iteration 0F: 3 clusters Score -62168.26 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -62556.484375 Penalty: 673.789429
	Iteration 1F: 3 clusters Score -62556.48 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -62725.019531 Penalty: 673.789429
	Iteration 2F: 3 clusters Score -62725.02 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -62849.421875 Penalty: 673.789429
	Iteration 3F: 3 clusters Score -62849.42 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -62952.558594 Penalty: 673.789429
	Iteration 4F: 3 clusters Score -62952.56 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -63057.058594 Penalty: 673.789429
	Iteration 5F: 3 clusters Score -63057.06 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -63113.273438 Penalty: 673.789429
	Iteration 6Q: 3 clusters Score -63113.27 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -63153.945312 Penalty: 673.789429
	Iteration 7Q: 3 clusters Score -63153.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -63192.613281 Penalty: 673.789429
	Iteration 8Q: 3 clusters Score -63192.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -63216.335938 Penalty: 673.789429
	Iteration 9Q: 3 clusters Score -63216.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -63225.417969 Penalty: 673.789429
	Iteration 10Q: 3 clusters Score -63225.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -63232.343750 Penalty: 673.789429
	Iteration 11Q: 3 clusters Score -63232.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -63238.613281 Penalty: 673.789429
	Iteration 12Q: 3 clusters Score -63238.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -63240.660156 Penalty: 673.789429
	Iteration 13Q: 3 clusters Score -63240.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63242.691406 Penalty: 673.789429
	Iteration 14Q: 3 clusters Score -63242.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63244.050781 Penalty: 673.789429
	Iteration 15Q: 3 clusters Score -63244.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63244.761719 Penalty: 673.789429
	Iteration 16Q: 3 clusters Score -63244.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -63246.078125 Penalty: 673.789429
	Iteration 17Q: 3 clusters Score -63246.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -63246.675781 Penalty: 673.789429
	Iteration 18Q: 3 clusters Score -63246.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -63248.261719 Penalty: 673.789429
	Iteration 19Q: 3 clusters Score -63248.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -63252.234375 Penalty: 673.789429
	Iteration 20F: 3 clusters Score -63252.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -63252.746094 Penalty: 673.789429
	Iteration 21Q: 3 clusters Score -63252.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -63252.746094 Penalty: 673.789429
	Iteration 22F: 3 clusters Score -63252.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Entering Unmasked Estep 
Score: -231690.625000 Penalty: 395.086334
	Iteration 0F: 2 clusters Score -231690.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -227694.468750 Penalty: 790.172668
	Iteration 0F: 3 clusters Score -227694.5 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -229433.578125 Penalty: 790.172668
	Iteration 1F: 3 clusters Score -229433.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -229847.593750 Penalty: 790.172668
	Iteration 2F: 3 clusters Score -229847.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -230226.000000 Penalty: 790.172668
	Iteration 3F: 3 clusters Score -230226 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -230533.437500 Penalty: 790.172668
	Iteration 4F: 3 clusters Score -230533.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -230729.609375 Penalty: 790.172668
	Iteration 5Q: 3 clusters Score -230729.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -230850.437500 Penalty: 790.172668
	Iteration 6Q: 3 clusters Score -230850.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -230936.328125 Penalty: 790.172668
	Iteration 7Q: 3 clusters Score -230936.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -231001.265625 Penalty: 790.172668
	Iteration 8Q: 3 clusters Score -231001.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -231051.593750 Penalty: 790.172668
	Iteration 9Q: 3 clusters Score -231051.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -231092.171875 Penalty: 790.172668
	Iteration 10Q: 3 clusters Score -231092.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -231130.593750 Penalty: 790.172668
	Iteration 11Q: 3 clusters Score -231130.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -231164.421875 Penalty: 790.172668
	Iteration 12Q: 3 clusters Score -231164.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -231193.765625 Penalty: 790.172668
	Iteration 13Q: 3 clusters Score -231193.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -231230.453125 Penalty: 790.172668
	Iteration 14Q: 3 clusters Score -231230.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -231269.156250 Penalty: 790.172668
	Iteration 15Q: 3 clusters Score -231269.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -231298.359375 Penalty: 790.172668
	Iteration 16Q: 3 clusters Score -231298.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -231322.000000 Penalty: 790.172668
	Iteration 17Q: 3 clusters Score -231322 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -231345.984375 Penalty: 790.172668
	Iteration 18Q: 3 clusters Score -231346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -231366.437500 Penalty: 790.172668
	Iteration 19Q: 3 clusters Score -231366.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -231381.468750 Penalty: 790.172668
	Iteration 20F: 3 clusters Score -231381.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -231397.765625 Penalty: 790.172668
	Iteration 21Q: 3 clusters Score -231397.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -231403.343750 Penalty: 790.172668
	Iteration 22Q: 3 clusters Score -231403.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -231405.906250 Penalty: 790.172668
	Iteration 23Q: 3 clusters Score -231405.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -231410.765625 Penalty: 790.172668
	Iteration 24Q: 3 clusters Score -231410.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -231414.312500 Penalty: 790.172668
	Iteration 25Q: 3 clusters Score -231414.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -231416.906250 Penalty: 790.172668
	Iteration 26Q: 3 clusters Score -231416.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -231420.906250 Penalty: 790.172668
	Iteration 27Q: 3 clusters Score -231420.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -231424.921875 Penalty: 790.172668
	Iteration 28Q: 3 clusters Score -231424.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -231430.218750 Penalty: 790.172668
	Iteration 29Q: 3 clusters Score -231430.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -231434.468750 Penalty: 790.172668
	Iteration 30Q: 3 clusters Score -231434.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -231437.437500 Penalty: 790.172668
	Iteration 31Q: 3 clusters Score -231437.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -231442.468750 Penalty: 790.172668
	Iteration 32Q: 3 clusters Score -231442.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -231445.906250 Penalty: 790.172668
	Iteration 33Q: 3 clusters Score -231445.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -231448.734375 Penalty: 790.172668
	Iteration 34Q: 3 clusters Score -231448.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -231449.203125 Penalty: 790.172668
	Iteration 35Q: 3 clusters Score -231449.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -231449.203125 Penalty: 790.172668
	Iteration 36F: 3 clusters Score -231449.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -45070.828125 Penalty: 321.679291
	Iteration 0F: 2 clusters Score -45070.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -44155.007812 Penalty: 643.358582
	Iteration 0F: 3 clusters Score -44155.01 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -44429.976562 Penalty: 643.358582
	Iteration 1F: 3 clusters Score -44429.98 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -44482.203125 Penalty: 643.358582
	Iteration 2F: 3 clusters Score -44482.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -44511.675781 Penalty: 643.358582
	Iteration 3F: 3 clusters Score -44511.68 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -44528.875000 Penalty: 643.358582
	Iteration 4Q: 3 clusters Score -44528.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -44543.910156 Penalty: 643.358582
	Iteration 5Q: 3 clusters Score -44543.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -44561.441406 Penalty: 643.358582
	Iteration 6Q: 3 clusters Score -44561.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -44575.605469 Penalty: 643.358582
	Iteration 7Q: 3 clusters Score -44575.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -44598.656250 Penalty: 643.358582
	Iteration 8Q: 3 clusters Score -44598.66 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -44624.328125 Penalty: 643.358582
	Iteration 9Q: 3 clusters Score -44624.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -44644.109375 Penalty: 643.358582
	Iteration 10Q: 3 clusters Score -44644.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -44662.988281 Penalty: 643.358582
	Iteration 11Q: 3 clusters Score -44662.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -44684.765625 Penalty: 643.358582
	Iteration 12Q: 3 clusters Score -44684.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -44701.257812 Penalty: 643.358582
	Iteration 13Q: 3 clusters Score -44701.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -44723.324219 Penalty: 643.358582
	Iteration 14Q: 3 clusters Score -44723.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -44750.656250 Penalty: 643.358582
	Iteration 15Q: 3 clusters Score -44750.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -44776.343750 Penalty: 643.358582
	Iteration 16Q: 3 clusters Score -44776.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -44800.070312 Penalty: 643.358582
	Iteration 17Q: 3 clusters Score -44800.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -44821.722656 Penalty: 643.358582
	Iteration 18Q: 3 clusters Score -44821.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -44838.140625 Penalty: 643.358582
	Iteration 19Q: 3 clusters Score -44838.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -44850.863281 Penalty: 643.358582
	Iteration 20F: 3 clusters Score -44850.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -44859.437500 Penalty: 643.358582
	Iteration 21Q: 3 clusters Score -44859.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -44864.488281 Penalty: 643.358582
	Iteration 22Q: 3 clusters Score -44864.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -44866.332031 Penalty: 643.358582
	Iteration 23Q: 3 clusters Score -44866.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -44867.519531 Penalty: 643.358582
	Iteration 24Q: 3 clusters Score -44867.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -44869.125000 Penalty: 643.358582
	Iteration 25Q: 3 clusters Score -44869.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -44869.890625 Penalty: 643.358582
	Iteration 26Q: 3 clusters Score -44869.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -44872.441406 Penalty: 643.358582
	Iteration 27Q: 3 clusters Score -44872.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -44875.226562 Penalty: 643.358582
	Iteration 28Q: 3 clusters Score -44875.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -44875.980469 Penalty: 643.358582
	Iteration 29Q: 3 clusters Score -44875.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -44876.902344 Penalty: 643.358582
	Iteration 30Q: 3 clusters Score -44876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -44878.566406 Penalty: 643.358582
	Iteration 31Q: 3 clusters Score -44878.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -44879.679688 Penalty: 643.358582
	Iteration 32Q: 3 clusters Score -44879.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -44881.796875 Penalty: 643.358582
	Iteration 33Q: 3 clusters Score -44881.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -44885.867188 Penalty: 643.358582
	Iteration 34Q: 3 clusters Score -44885.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -44891.378906 Penalty: 643.358582
	Iteration 35Q: 3 clusters Score -44891.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -44893.449219 Penalty: 643.358582
	Iteration 36Q: 3 clusters Score -44893.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -44894.535156 Penalty: 643.358582
	Iteration 37Q: 3 clusters Score -44894.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -44894.785156 Penalty: 643.358582
	Iteration 38Q: 3 clusters Score -44894.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -44894.785156 Penalty: 643.358582
	Iteration 39F: 3 clusters Score -44894.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Entering Unmasked Estep 
Score: -466585.125000 Penalty: 427.035034
	Iteration 0F: 2 clusters Score -466585.1 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 5949 members 
Entering Unmasked Estep 
Score: -458598.156250 Penalty: 854.070068
	Iteration 0F: 3 clusters Score -458598.2 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -461852.781250 Penalty: 854.070068
	Iteration 1F: 3 clusters Score -461852.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -462013.656250 Penalty: 854.070068
	Iteration 2Q: 3 clusters Score -462013.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -462190.781250 Penalty: 854.070068
	Iteration 3Q: 3 clusters Score -462190.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -462387.531250 Penalty: 854.070068
	Iteration 4Q: 3 clusters Score -462387.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -462581.031250 Penalty: 854.070068
	Iteration 5Q: 3 clusters Score -462581 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -462783.375000 Penalty: 854.070068
	Iteration 6Q: 3 clusters Score -462783.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -463037.375000 Penalty: 854.070068
	Iteration 7Q: 3 clusters Score -463037.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -463370.375000 Penalty: 854.070068
	Iteration 8Q: 3 clusters Score -463370.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -463747.937500 Penalty: 854.070068
	Iteration 9Q: 3 clusters Score -463747.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -464077.875000 Penalty: 854.070068
	Iteration 10Q: 3 clusters Score -464077.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -464259.812500 Penalty: 854.070068
	Iteration 11Q: 3 clusters Score -464259.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -464340.937500 Penalty: 854.070068
	Iteration 12Q: 3 clusters Score -464340.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -464382.187500 Penalty: 854.070068
	Iteration 13Q: 3 clusters Score -464382.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -464411.687500 Penalty: 854.070068
	Iteration 14Q: 3 clusters Score -464411.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -464442.593750 Penalty: 854.070068
	Iteration 15Q: 3 clusters Score -464442.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -464470.906250 Penalty: 854.070068
	Iteration 16Q: 3 clusters Score -464470.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -464501.250000 Penalty: 854.070068
	Iteration 17Q: 3 clusters Score -464501.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -464534.156250 Penalty: 854.070068
	Iteration 18Q: 3 clusters Score -464534.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -464576.968750 Penalty: 854.070068
	Iteration 19Q: 3 clusters Score -464577 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -464624.031250 Penalty: 854.070068
	Iteration 20F: 3 clusters Score -464624 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -464682.687500 Penalty: 854.070068
	Iteration 21Q: 3 clusters Score -464682.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -464749.625000 Penalty: 854.070068
	Iteration 22Q: 3 clusters Score -464749.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -464825.625000 Penalty: 854.070068
	Iteration 23Q: 3 clusters Score -464825.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -464899.468750 Penalty: 854.070068
	Iteration 24Q: 3 clusters Score -464899.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -464965.000000 Penalty: 854.070068
	Iteration 25Q: 3 clusters Score -464965 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -465031.718750 Penalty: 854.070068
	Iteration 26Q: 3 clusters Score -465031.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -465102.062500 Penalty: 854.070068
	Iteration 27Q: 3 clusters Score -465102.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -465168.531250 Penalty: 854.070068
	Iteration 28Q: 3 clusters Score -465168.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -465226.937500 Penalty: 854.070068
	Iteration 29Q: 3 clusters Score -465226.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -465287.062500 Penalty: 854.070068
	Iteration 30Q: 3 clusters Score -465287.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -465339.375000 Penalty: 854.070068
	Iteration 31Q: 3 clusters Score -465339.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -465387.656250 Penalty: 854.070068
	Iteration 32Q: 3 clusters Score -465387.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -465436.906250 Penalty: 854.070068
	Iteration 33Q: 3 clusters Score -465436.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -465480.312500 Penalty: 854.070068
	Iteration 34Q: 3 clusters Score -465480.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -465517.156250 Penalty: 854.070068
	Iteration 35Q: 3 clusters Score -465517.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -465550.843750 Penalty: 854.070068
	Iteration 36Q: 3 clusters Score -465550.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -465590.312500 Penalty: 854.070068
	Iteration 37Q: 3 clusters Score -465590.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -465617.500000 Penalty: 854.070068
	Iteration 38Q: 3 clusters Score -465617.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -465637.875000 Penalty: 854.070068
	Iteration 39Q: 3 clusters Score -465637.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -465656.281250 Penalty: 854.070068
	Iteration 40F: 3 clusters Score -465656.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -465673.093750 Penalty: 854.070068
	Iteration 41Q: 3 clusters Score -465673.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -465690.468750 Penalty: 854.070068
	Iteration 42Q: 3 clusters Score -465690.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -465712.625000 Penalty: 854.070068
	Iteration 43Q: 3 clusters Score -465712.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -465731.375000 Penalty: 854.070068
	Iteration 44Q: 3 clusters Score -465731.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -465748.875000 Penalty: 854.070068
	Iteration 45Q: 3 clusters Score -465748.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -465766.718750 Penalty: 854.070068
	Iteration 46Q: 3 clusters Score -465766.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -465778.093750 Penalty: 854.070068
	Iteration 47Q: 3 clusters Score -465778.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -465788.218750 Penalty: 854.070068
	Iteration 48Q: 3 clusters Score -465788.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -465794.406250 Penalty: 854.070068
	Iteration 49Q: 3 clusters Score -465794.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -465799.625000 Penalty: 854.070068
	Iteration 50Q: 3 clusters Score -465799.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -465804.625000 Penalty: 854.070068
	Iteration 51Q: 3 clusters Score -465804.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -465813.937500 Penalty: 854.070068
	Iteration 52Q: 3 clusters Score -465813.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -465822.968750 Penalty: 854.070068
	Iteration 53Q: 3 clusters Score -465823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -465833.500000 Penalty: 854.070068
	Iteration 54Q: 3 clusters Score -465833.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -465845.468750 Penalty: 854.070068
	Iteration 55Q: 3 clusters Score -465845.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -465866.250000 Penalty: 854.070068
	Iteration 56Q: 3 clusters Score -465866.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -465892.906250 Penalty: 854.070068
	Iteration 57Q: 3 clusters Score -465892.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -465916.718750 Penalty: 854.070068
	Iteration 58Q: 3 clusters Score -465916.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -465945.437500 Penalty: 854.070068
	Iteration 59Q: 3 clusters Score -465945.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -465977.125000 Penalty: 854.070068
	Iteration 60F: 3 clusters Score -465977.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -466002.000000 Penalty: 854.070068
	Iteration 61Q: 3 clusters Score -466002 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -466031.906250 Penalty: 854.070068
	Iteration 62Q: 3 clusters Score -466031.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -466062.781250 Penalty: 854.070068
	Iteration 63Q: 3 clusters Score -466062.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -466088.093750 Penalty: 854.070068
	Iteration 64Q: 3 clusters Score -466088.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -466106.031250 Penalty: 854.070068
	Iteration 65Q: 3 clusters Score -466106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -466122.781250 Penalty: 854.070068
	Iteration 66Q: 3 clusters Score -466122.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -466136.000000 Penalty: 854.070068
	Iteration 67Q: 3 clusters Score -466136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -466149.937500 Penalty: 854.070068
	Iteration 68Q: 3 clusters Score -466149.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -466161.093750 Penalty: 854.070068
	Iteration 69Q: 3 clusters Score -466161.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -466172.468750 Penalty: 854.070068
	Iteration 70Q: 3 clusters Score -466172.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -466176.375000 Penalty: 854.070068
	Iteration 71Q: 3 clusters Score -466176.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -466177.375000 Penalty: 854.070068
	Iteration 72Q: 3 clusters Score -466177.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -466179.468750 Penalty: 854.070068
	Iteration 73Q: 3 clusters Score -466179.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -466182.625000 Penalty: 854.070068
	Iteration 74Q: 3 clusters Score -466182.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -466187.093750 Penalty: 854.070068
	Iteration 75Q: 3 clusters Score -466187.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -466190.531250 Penalty: 854.070068
	Iteration 76Q: 3 clusters Score -466190.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -466196.343750 Penalty: 854.070068
	Iteration 77Q: 3 clusters Score -466196.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -466200.093750 Penalty: 854.070068
	Iteration 78Q: 3 clusters Score -466200.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -466206.125000 Penalty: 854.070068
	Iteration 79Q: 3 clusters Score -466206.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -466210.781250 Penalty: 854.070068
	Iteration 80F: 3 clusters Score -466210.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -466214.343750 Penalty: 854.070068
	Iteration 81Q: 3 clusters Score -466214.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -466217.187500 Penalty: 854.070068
	Iteration 82Q: 3 clusters Score -466217.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -466218.375000 Penalty: 854.070068
	Iteration 83Q: 3 clusters Score -466218.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -466221.250000 Penalty: 854.070068
	Iteration 84Q: 3 clusters Score -466221.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -466223.906250 Penalty: 854.070068
	Iteration 85Q: 3 clusters Score -466223.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -466227.187500 Penalty: 854.070068
	Iteration 86Q: 3 clusters Score -466227.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -466231.468750 Penalty: 854.070068
	Iteration 87Q: 3 clusters Score -466231.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -466237.031250 Penalty: 854.070068
	Iteration 88Q: 3 clusters Score -466237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -466243.562500 Penalty: 854.070068
	Iteration 89Q: 3 clusters Score -466243.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -466249.406250 Penalty: 854.070068
	Iteration 90Q: 3 clusters Score -466249.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -466256.812500 Penalty: 854.070068
	Iteration 91Q: 3 clusters Score -466256.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -466258.062500 Penalty: 854.070068
	Iteration 92Q: 3 clusters Score -466258.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -466260.687500 Penalty: 854.070068
	Iteration 93Q: 3 clusters Score -466260.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -466261.312500 Penalty: 854.070068
	Iteration 94Q: 3 clusters Score -466261.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -466261.281250 Penalty: 854.070068
	Iteration 95Q: 3 clusters Score -466261.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -466261.281250 Penalty: 854.070068
	Iteration 96F: 3 clusters Score -466261.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Entering Unmasked Estep 
Score: -59110.007812 Penalty: 335.288147
	Iteration 0F: 2 clusters Score -59110.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -57945.898438 Penalty: 670.576294
	Iteration 0F: 3 clusters Score -57945.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -58383.105469 Penalty: 670.576294
	Iteration 1F: 3 clusters Score -58383.11 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -58458.542969 Penalty: 670.576294
	Iteration 2F: 3 clusters Score -58458.54 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -58518.199219 Penalty: 670.576294
	Iteration 3F: 3 clusters Score -58518.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -58572.140625 Penalty: 670.576294
	Iteration 4Q: 3 clusters Score -58572.14 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -58630.011719 Penalty: 670.576294
	Iteration 5Q: 3 clusters Score -58630.01 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -58673.343750 Penalty: 670.576294
	Iteration 6Q: 3 clusters Score -58673.34 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -58708.468750 Penalty: 670.576294
	Iteration 7Q: 3 clusters Score -58708.47 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -58738.195312 Penalty: 670.576294
	Iteration 8Q: 3 clusters Score -58738.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -58765.707031 Penalty: 670.576294
	Iteration 9Q: 3 clusters Score -58765.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -58781.531250 Penalty: 670.576294
	Iteration 10Q: 3 clusters Score -58781.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -58796.222656 Penalty: 670.576294
	Iteration 11Q: 3 clusters Score -58796.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -58805.656250 Penalty: 670.576294
	Iteration 12Q: 3 clusters Score -58805.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -58812.394531 Penalty: 670.576294
	Iteration 13Q: 3 clusters Score -58812.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -58818.957031 Penalty: 670.576294
	Iteration 14Q: 3 clusters Score -58818.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -58823.679688 Penalty: 670.576294
	Iteration 15Q: 3 clusters Score -58823.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -58828.730469 Penalty: 670.576294
	Iteration 16Q: 3 clusters Score -58828.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -58831.082031 Penalty: 670.576294
	Iteration 17Q: 3 clusters Score -58831.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -58835.253906 Penalty: 670.576294
	Iteration 18Q: 3 clusters Score -58835.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -58838.042969 Penalty: 670.576294
	Iteration 19Q: 3 clusters Score -58838.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -58841.988281 Penalty: 670.576294
	Iteration 20F: 3 clusters Score -58841.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -58843.632812 Penalty: 670.576294
	Iteration 21Q: 3 clusters Score -58843.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -58843.632812 Penalty: 670.576294
	Iteration 22F: 3 clusters Score -58843.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -64026.824219 Penalty: 336.811554
	Iteration 0F: 2 clusters Score -64026.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -62823.058594 Penalty: 673.623108
	Iteration 0F: 3 clusters Score -62823.06 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -63195.757812 Penalty: 673.623108
	Iteration 1F: 3 clusters Score -63195.76 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -63245.378906 Penalty: 673.623108
	Iteration 2F: 3 clusters Score -63245.38 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -63286.554688 Penalty: 673.623108
	Iteration 3Q: 3 clusters Score -63286.55 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -63322.484375 Penalty: 673.623108
	Iteration 4Q: 3 clusters Score -63322.48 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -63357.476562 Penalty: 673.623108
	Iteration 5Q: 3 clusters Score -63357.48 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -63406.886719 Penalty: 673.623108
	Iteration 6Q: 3 clusters Score -63406.89 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -63481.136719 Penalty: 673.623108
	Iteration 7Q: 3 clusters Score -63481.14 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -63591.687500 Penalty: 673.623108
	Iteration 8F: 3 clusters Score -63591.69 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -63685.417969 Penalty: 673.623108
	Iteration 9F: 3 clusters Score -63685.42 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -63769.160156 Penalty: 673.623108
	Iteration 10Q: 3 clusters Score -63769.16 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -63824.132812 Penalty: 673.623108
	Iteration 11Q: 3 clusters Score -63824.13 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -63871.605469 Penalty: 673.623108
	Iteration 12Q: 3 clusters Score -63871.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -63904.753906 Penalty: 673.623108
	Iteration 13Q: 3 clusters Score -63904.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -63919.058594 Penalty: 673.623108
	Iteration 14Q: 3 clusters Score -63919.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -63925.683594 Penalty: 673.623108
	Iteration 15Q: 3 clusters Score -63925.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -63928.542969 Penalty: 673.623108
	Iteration 16Q: 3 clusters Score -63928.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -63931.546875 Penalty: 673.623108
	Iteration 17Q: 3 clusters Score -63931.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -63933.960938 Penalty: 673.623108
	Iteration 18Q: 3 clusters Score -63933.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -63935.050781 Penalty: 673.623108
	Iteration 19Q: 3 clusters Score -63935.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -63937.718750 Penalty: 673.623108
	Iteration 20F: 3 clusters Score -63937.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -63947.769531 Penalty: 673.623108
	Iteration 21Q: 3 clusters Score -63947.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -63953.917969 Penalty: 673.623108
	Iteration 22Q: 3 clusters Score -63953.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -63958.242188 Penalty: 673.623108
	Iteration 23Q: 3 clusters Score -63958.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -63961.367188 Penalty: 673.623108
	Iteration 24Q: 3 clusters Score -63961.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -63963.292969 Penalty: 673.623108
	Iteration 25Q: 3 clusters Score -63963.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -63963.785156 Penalty: 673.623108
	Iteration 26Q: 3 clusters Score -63963.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -63964.164062 Penalty: 673.623108
	Iteration 27Q: 3 clusters Score -63964.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -63964.191406 Penalty: 673.623108
	Iteration 28Q: 3 clusters Score -63964.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -63964.300781 Penalty: 673.623108
	Iteration 29Q: 3 clusters Score -63964.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -63964.300781 Penalty: 673.623108
	Iteration 30F: 3 clusters Score -63964.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Entering Unmasked Estep 
Score: -351620.875000 Penalty: 413.706818
	Iteration 0F: 2 clusters Score -351620.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -345707.843750 Penalty: 827.413635
	Iteration 0F: 3 clusters Score -345707.8 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -348278.468750 Penalty: 827.413635
	Iteration 1F: 3 clusters Score -348278.5 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -348582.843750 Penalty: 827.413635
	Iteration 2F: 3 clusters Score -348582.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -348942.625000 Penalty: 827.413635
	Iteration 3F: 3 clusters Score -348942.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -349339.718750 Penalty: 827.413635
	Iteration 4F: 3 clusters Score -349339.7 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -349827.218750 Penalty: 827.413635
	Iteration 5F: 3 clusters Score -349827.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -350333.718750 Penalty: 827.413635
	Iteration 6F: 3 clusters Score -350333.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -350756.375000 Penalty: 827.413635
	Iteration 7F: 3 clusters Score -350756.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -351009.531250 Penalty: 827.413635
	Iteration 8Q: 3 clusters Score -351009.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -351128.250000 Penalty: 827.413635
	Iteration 9Q: 3 clusters Score -351128.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -351185.312500 Penalty: 827.413635
	Iteration 10Q: 3 clusters Score -351185.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -351214.937500 Penalty: 827.413635
	Iteration 11Q: 3 clusters Score -351214.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -351227.718750 Penalty: 827.413635
	Iteration 12Q: 3 clusters Score -351227.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -351241.281250 Penalty: 827.413635
	Iteration 13Q: 3 clusters Score -351241.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -351246.000000 Penalty: 827.413635
	Iteration 14Q: 3 clusters Score -351246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -351247.406250 Penalty: 827.413635
	Iteration 15Q: 3 clusters Score -351247.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -351248.125000 Penalty: 827.413635
	Iteration 16Q: 3 clusters Score -351248.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -351250.843750 Penalty: 827.413635
	Iteration 17Q: 3 clusters Score -351250.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -351251.406250 Penalty: 827.413635
	Iteration 18Q: 3 clusters Score -351251.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -351253.093750 Penalty: 827.413635
	Iteration 19Q: 3 clusters Score -351253.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -351253.968750 Penalty: 827.413635
	Iteration 20F: 3 clusters Score -351254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -7940.712891 Penalty: 258.136200
	Iteration 0F: 2 clusters Score -7940.713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7623.727051 Penalty: 516.272400
	Iteration 0F: 3 clusters Score -7623.727 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7711.216309 Penalty: 516.272400
	Iteration 1F: 3 clusters Score -7711.216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7733.435547 Penalty: 516.272400
	Iteration 2F: 3 clusters Score -7733.436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7754.375488 Penalty: 516.272400
	Iteration 3Q: 3 clusters Score -7754.375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7775.283691 Penalty: 516.272400
	Iteration 4Q: 3 clusters Score -7775.284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7795.989746 Penalty: 516.272400
	Iteration 5Q: 3 clusters Score -7795.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7807.462891 Penalty: 516.272400
	Iteration 6Q: 3 clusters Score -7807.463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7810.661621 Penalty: 516.272400
	Iteration 7Q: 3 clusters Score -7810.662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7817.495605 Penalty: 516.272400
	Iteration 8Q: 3 clusters Score -7817.496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7820.987793 Penalty: 516.272400
	Iteration 9Q: 3 clusters Score -7820.988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7827.455078 Penalty: 516.272400
	Iteration 10Q: 3 clusters Score -7827.455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7832.459473 Penalty: 516.272400
	Iteration 11Q: 3 clusters Score -7832.459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7833.028320 Penalty: 516.272400
	Iteration 12Q: 3 clusters Score -7833.028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7833.028320 Penalty: 516.272400
	Iteration 13F: 3 clusters Score -7833.028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -138445.875000 Penalty: 372.242828
	Iteration 0F: 2 clusters Score -138445.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -136024.875000 Penalty: 744.485657
	Iteration 0F: 3 clusters Score -136024.9 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -136948.859375 Penalty: 744.485657
	Iteration 1F: 3 clusters Score -136948.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -137146.187500 Penalty: 744.485657
	Iteration 2F: 3 clusters Score -137146.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -137372.437500 Penalty: 744.485657
	Iteration 3F: 3 clusters Score -137372.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -137612.281250 Penalty: 744.485657
	Iteration 4F: 3 clusters Score -137612.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -137789.734375 Penalty: 744.485657
	Iteration 5F: 3 clusters Score -137789.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -137898.781250 Penalty: 744.485657
	Iteration 6Q: 3 clusters Score -137898.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -137975.937500 Penalty: 744.485657
	Iteration 7Q: 3 clusters Score -137975.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -138051.859375 Penalty: 744.485657
	Iteration 8Q: 3 clusters Score -138051.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -138096.000000 Penalty: 744.485657
	Iteration 9Q: 3 clusters Score -138096 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -138125.640625 Penalty: 744.485657
	Iteration 10Q: 3 clusters Score -138125.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -138153.484375 Penalty: 744.485657
	Iteration 11Q: 3 clusters Score -138153.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -138173.671875 Penalty: 744.485657
	Iteration 12Q: 3 clusters Score -138173.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -138191.484375 Penalty: 744.485657
	Iteration 13Q: 3 clusters Score -138191.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -138201.203125 Penalty: 744.485657
	Iteration 14Q: 3 clusters Score -138201.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -138208.796875 Penalty: 744.485657
	Iteration 15Q: 3 clusters Score -138208.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -138217.187500 Penalty: 744.485657
	Iteration 16Q: 3 clusters Score -138217.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -138222.125000 Penalty: 744.485657
	Iteration 17Q: 3 clusters Score -138222.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -138225.765625 Penalty: 744.485657
	Iteration 18Q: 3 clusters Score -138225.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -138228.234375 Penalty: 744.485657
	Iteration 19Q: 3 clusters Score -138228.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -138230.812500 Penalty: 744.485657
	Iteration 20F: 3 clusters Score -138230.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -138233.546875 Penalty: 744.485657
	Iteration 21Q: 3 clusters Score -138233.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -138236.000000 Penalty: 744.485657
	Iteration 22Q: 3 clusters Score -138236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -138238.281250 Penalty: 744.485657
	Iteration 23Q: 3 clusters Score -138238.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -138239.265625 Penalty: 744.485657
	Iteration 24Q: 3 clusters Score -138239.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -138240.062500 Penalty: 744.485657
	Iteration 25Q: 3 clusters Score -138240.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -138240.687500 Penalty: 744.485657
	Iteration 26Q: 3 clusters Score -138240.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -138240.625000 Penalty: 744.485657
	Iteration 27Q: 3 clusters Score -138240.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -138240.625000 Penalty: 744.485657
	Iteration 28F: 3 clusters Score -138240.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -35767.031250 Penalty: 316.174835
	Iteration 0F: 2 clusters Score -35767.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -34927.558594 Penalty: 632.349670
	Iteration 0F: 3 clusters Score -34927.56 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -35221.753906 Penalty: 632.349670
	Iteration 1F: 3 clusters Score -35221.75 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -35379.218750 Penalty: 632.349670
	Iteration 2F: 3 clusters Score -35379.22 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -35493.406250 Penalty: 632.349670
	Iteration 3F: 3 clusters Score -35493.41 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -35557.882812 Penalty: 632.349670
	Iteration 4F: 3 clusters Score -35557.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -35593.660156 Penalty: 632.349670
	Iteration 5Q: 3 clusters Score -35593.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -35613.234375 Penalty: 632.349670
	Iteration 6Q: 3 clusters Score -35613.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -35621.765625 Penalty: 632.349670
	Iteration 7Q: 3 clusters Score -35621.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -35625.589844 Penalty: 632.349670
	Iteration 8Q: 3 clusters Score -35625.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -35627.335938 Penalty: 632.349670
	Iteration 9Q: 3 clusters Score -35627.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -35631.933594 Penalty: 632.349670
	Iteration 10Q: 3 clusters Score -35631.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -35637.125000 Penalty: 632.349670
	Iteration 11Q: 3 clusters Score -35637.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -35641.890625 Penalty: 632.349670
	Iteration 12Q: 3 clusters Score -35641.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -35646.886719 Penalty: 632.349670
	Iteration 13Q: 3 clusters Score -35646.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -35652.820312 Penalty: 632.349670
	Iteration 14Q: 3 clusters Score -35652.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -35655.851562 Penalty: 632.349670
	Iteration 15Q: 3 clusters Score -35655.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -35658.535156 Penalty: 632.349670
	Iteration 16Q: 3 clusters Score -35658.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -35660.273438 Penalty: 632.349670
	Iteration 17Q: 3 clusters Score -35660.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -35662.121094 Penalty: 632.349670
	Iteration 18Q: 3 clusters Score -35662.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -35664.703125 Penalty: 632.349670
	Iteration 19Q: 3 clusters Score -35664.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -35666.687500 Penalty: 632.349670
	Iteration 20F: 3 clusters Score -35666.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -35668.269531 Penalty: 632.349670
	Iteration 21Q: 3 clusters Score -35668.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -35669.261719 Penalty: 632.349670
	Iteration 22Q: 3 clusters Score -35669.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -35670.132812 Penalty: 632.349670
	Iteration 23Q: 3 clusters Score -35670.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -35670.960938 Penalty: 632.349670
	Iteration 24Q: 3 clusters Score -35670.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -35675.007812 Penalty: 632.349670
	Iteration 25Q: 3 clusters Score -35675.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -35680.582031 Penalty: 632.349670
	Iteration 26Q: 3 clusters Score -35680.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -35685.546875 Penalty: 632.349670
	Iteration 27Q: 3 clusters Score -35685.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -35688.800781 Penalty: 632.349670
	Iteration 28Q: 3 clusters Score -35688.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -35690.453125 Penalty: 632.349670
	Iteration 29Q: 3 clusters Score -35690.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -35690.828125 Penalty: 632.349670
	Iteration 30Q: 3 clusters Score -35690.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -35692.734375 Penalty: 632.349670
	Iteration 31Q: 3 clusters Score -35692.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -35693.011719 Penalty: 632.349670
	Iteration 32Q: 3 clusters Score -35693.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -35693.011719 Penalty: 632.349670
	Iteration 33F: 3 clusters Score -35693.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Entering Unmasked Estep 
Score: -160723.515625 Penalty: 377.877045
	Iteration 0F: 2 clusters Score -160723.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -157944.421875 Penalty: 755.754089
	Iteration 0F: 3 clusters Score -157944.4 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -158976.828125 Penalty: 755.754089
	Iteration 1F: 3 clusters Score -158976.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -159162.703125 Penalty: 755.754089
	Iteration 2F: 3 clusters Score -159162.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -159358.890625 Penalty: 755.754089
	Iteration 3F: 3 clusters Score -159358.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -159564.515625 Penalty: 755.754089
	Iteration 4F: 3 clusters Score -159564.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -159772.312500 Penalty: 755.754089
	Iteration 5F: 3 clusters Score -159772.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -159945.312500 Penalty: 755.754089
	Iteration 6F: 3 clusters Score -159945.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -160053.453125 Penalty: 755.754089
	Iteration 7Q: 3 clusters Score -160053.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -160120.921875 Penalty: 755.754089
	Iteration 8Q: 3 clusters Score -160120.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -160158.703125 Penalty: 755.754089
	Iteration 9Q: 3 clusters Score -160158.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -160184.531250 Penalty: 755.754089
	Iteration 10Q: 3 clusters Score -160184.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -160204.156250 Penalty: 755.754089
	Iteration 11Q: 3 clusters Score -160204.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -160218.156250 Penalty: 755.754089
	Iteration 12Q: 3 clusters Score -160218.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -160228.171875 Penalty: 755.754089
	Iteration 13Q: 3 clusters Score -160228.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -160234.656250 Penalty: 755.754089
	Iteration 14Q: 3 clusters Score -160234.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -160239.812500 Penalty: 755.754089
	Iteration 15Q: 3 clusters Score -160239.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -160246.812500 Penalty: 755.754089
	Iteration 16Q: 3 clusters Score -160246.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -160251.890625 Penalty: 755.754089
	Iteration 17Q: 3 clusters Score -160251.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -160256.296875 Penalty: 755.754089
	Iteration 18Q: 3 clusters Score -160256.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -160261.718750 Penalty: 755.754089
	Iteration 19Q: 3 clusters Score -160261.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -160268.750000 Penalty: 755.754089
	Iteration 20F: 3 clusters Score -160268.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -160278.640625 Penalty: 755.754089
	Iteration 21Q: 3 clusters Score -160278.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -160289.171875 Penalty: 755.754089
	Iteration 22Q: 3 clusters Score -160289.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -160297.218750 Penalty: 755.754089
	Iteration 23Q: 3 clusters Score -160297.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -160299.890625 Penalty: 755.754089
	Iteration 24Q: 3 clusters Score -160299.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -160302.890625 Penalty: 755.754089
	Iteration 25Q: 3 clusters Score -160302.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -160304.343750 Penalty: 755.754089
	Iteration 26Q: 3 clusters Score -160304.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -160306.781250 Penalty: 755.754089
	Iteration 27Q: 3 clusters Score -160306.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -160309.140625 Penalty: 755.754089
	Iteration 28Q: 3 clusters Score -160309.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -160312.609375 Penalty: 755.754089
	Iteration 29Q: 3 clusters Score -160312.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -160315.500000 Penalty: 755.754089
	Iteration 30Q: 3 clusters Score -160315.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -160319.421875 Penalty: 755.754089
	Iteration 31Q: 3 clusters Score -160319.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -160322.015625 Penalty: 755.754089
	Iteration 32Q: 3 clusters Score -160322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -160324.156250 Penalty: 755.754089
	Iteration 33Q: 3 clusters Score -160324.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -160327.171875 Penalty: 755.754089
	Iteration 34Q: 3 clusters Score -160327.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -160328.468750 Penalty: 755.754089
	Iteration 35Q: 3 clusters Score -160328.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -160329.046875 Penalty: 755.754089
	Iteration 36Q: 3 clusters Score -160329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -160329.046875 Penalty: 755.754089
	Iteration 37F: 3 clusters Score -160329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Entering Unmasked Estep 
Score: -45654.421875 Penalty: 327.551361
	Iteration 0F: 2 clusters Score -45654.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -44668.812500 Penalty: 655.102722
	Iteration 0F: 3 clusters Score -44668.81 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -45130.257812 Penalty: 655.102722
	Iteration 1F: 3 clusters Score -45130.26 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -45272.375000 Penalty: 655.102722
	Iteration 2F: 3 clusters Score -45272.38 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -45333.636719 Penalty: 655.102722
	Iteration 3F: 3 clusters Score -45333.64 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -45373.390625 Penalty: 655.102722
	Iteration 4Q: 3 clusters Score -45373.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -45416.992188 Penalty: 655.102722
	Iteration 5Q: 3 clusters Score -45416.99 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -45463.656250 Penalty: 655.102722
	Iteration 6Q: 3 clusters Score -45463.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -45489.707031 Penalty: 655.102722
	Iteration 7Q: 3 clusters Score -45489.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -45522.015625 Penalty: 655.102722
	Iteration 8Q: 3 clusters Score -45522.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -45541.863281 Penalty: 655.102722
	Iteration 9Q: 3 clusters Score -45541.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -45559.964844 Penalty: 655.102722
	Iteration 10Q: 3 clusters Score -45559.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -45572.015625 Penalty: 655.102722
	Iteration 11Q: 3 clusters Score -45572.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -45575.316406 Penalty: 655.102722
	Iteration 12Q: 3 clusters Score -45575.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -45575.625000 Penalty: 655.102722
	Iteration 13Q: 3 clusters Score -45575.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -45576.441406 Penalty: 655.102722
	Iteration 14Q: 3 clusters Score -45576.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -45576.441406 Penalty: 655.102722
	Iteration 15F: 3 clusters Score -45576.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -61831.019531 Penalty: 333.830627
	Iteration 0F: 2 clusters Score -61831.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -60702.687500 Penalty: 667.661255
	Iteration 0F: 3 clusters Score -60702.69 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -61054.683594 Penalty: 667.661255
	Iteration 1F: 3 clusters Score -61054.68 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -61130.007812 Penalty: 667.661255
	Iteration 2F: 3 clusters Score -61130.01 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -61212.656250 Penalty: 667.661255
	Iteration 3F: 3 clusters Score -61212.66 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -61269.140625 Penalty: 667.661255
	Iteration 4F: 3 clusters Score -61269.14 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -61318.117188 Penalty: 667.661255
	Iteration 5Q: 3 clusters Score -61318.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -61353.804688 Penalty: 667.661255
	Iteration 6Q: 3 clusters Score -61353.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -61382.726562 Penalty: 667.661255
	Iteration 7Q: 3 clusters Score -61382.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -61401.796875 Penalty: 667.661255
	Iteration 8Q: 3 clusters Score -61401.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -61425.070312 Penalty: 667.661255
	Iteration 9Q: 3 clusters Score -61425.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -61439.855469 Penalty: 667.661255
	Iteration 10Q: 3 clusters Score -61439.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -61461.035156 Penalty: 667.661255
	Iteration 11Q: 3 clusters Score -61461.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -61484.015625 Penalty: 667.661255
	Iteration 12Q: 3 clusters Score -61484.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -61500.855469 Penalty: 667.661255
	Iteration 13Q: 3 clusters Score -61500.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -61518.312500 Penalty: 667.661255
	Iteration 14Q: 3 clusters Score -61518.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -61521.507812 Penalty: 667.661255
	Iteration 15Q: 3 clusters Score -61521.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -61526.179688 Penalty: 667.661255
	Iteration 16Q: 3 clusters Score -61526.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -61528.910156 Penalty: 667.661255
	Iteration 17Q: 3 clusters Score -61528.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -61532.796875 Penalty: 667.661255
	Iteration 18Q: 3 clusters Score -61532.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -61534.371094 Penalty: 667.661255
	Iteration 19Q: 3 clusters Score -61534.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -61538.257812 Penalty: 667.661255
	Iteration 20F: 3 clusters Score -61538.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -61541.257812 Penalty: 667.661255
	Iteration 21Q: 3 clusters Score -61541.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -61544.503906 Penalty: 667.661255
	Iteration 22Q: 3 clusters Score -61544.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -61545.269531 Penalty: 667.661255
	Iteration 23Q: 3 clusters Score -61545.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -61546.046875 Penalty: 667.661255
	Iteration 24Q: 3 clusters Score -61546.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -61546.046875 Penalty: 667.661255
	Iteration 25F: 3 clusters Score -61546.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -26800.740234 Penalty: 299.670807
	Iteration 0F: 2 clusters Score -26800.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -26150.697266 Penalty: 599.341614
	Iteration 0F: 3 clusters Score -26150.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26346.818359 Penalty: 599.341614
	Iteration 1F: 3 clusters Score -26346.82 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26413.025391 Penalty: 599.341614
	Iteration 2F: 3 clusters Score -26413.03 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -26445.488281 Penalty: 599.341614
	Iteration 3F: 3 clusters Score -26445.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26464.529297 Penalty: 599.341614
	Iteration 4Q: 3 clusters Score -26464.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -26476.966797 Penalty: 599.341614
	Iteration 5Q: 3 clusters Score -26476.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26483.988281 Penalty: 599.341614
	Iteration 6Q: 3 clusters Score -26483.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26488.457031 Penalty: 599.341614
	Iteration 7Q: 3 clusters Score -26488.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -26490.595703 Penalty: 599.341614
	Iteration 8Q: 3 clusters Score -26490.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -26491.623047 Penalty: 599.341614
	Iteration 9Q: 3 clusters Score -26491.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26493.208984 Penalty: 599.341614
	Iteration 10Q: 3 clusters Score -26493.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26493.943359 Penalty: 599.341614
	Iteration 11Q: 3 clusters Score -26493.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26494.298828 Penalty: 599.341614
	Iteration 12Q: 3 clusters Score -26494.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26494.591797 Penalty: 599.341614
	Iteration 13Q: 3 clusters Score -26494.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26494.591797 Penalty: 599.341614
	Iteration 14F: 3 clusters Score -26494.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -58613.449219 Penalty: 331.863251
	Iteration 0F: 2 clusters Score -58613.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -57494.492188 Penalty: 663.726501
	Iteration 0F: 3 clusters Score -57494.49 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -57909.503906 Penalty: 663.726501
	Iteration 1F: 3 clusters Score -57909.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -58004.777344 Penalty: 663.726501
	Iteration 2F: 3 clusters Score -58004.78 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -58058.386719 Penalty: 663.726501
	Iteration 3F: 3 clusters Score -58058.39 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -58102.800781 Penalty: 663.726501
	Iteration 4Q: 3 clusters Score -58102.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -58136.699219 Penalty: 663.726501
	Iteration 5Q: 3 clusters Score -58136.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -58153.917969 Penalty: 663.726501
	Iteration 6Q: 3 clusters Score -58153.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -58163.222656 Penalty: 663.726501
	Iteration 7Q: 3 clusters Score -58163.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -58172.113281 Penalty: 663.726501
	Iteration 8Q: 3 clusters Score -58172.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -58184.886719 Penalty: 663.726501
	Iteration 9Q: 3 clusters Score -58184.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -58198.699219 Penalty: 663.726501
	Iteration 10Q: 3 clusters Score -58198.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -58212.757812 Penalty: 663.726501
	Iteration 11Q: 3 clusters Score -58212.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -58226.183594 Penalty: 663.726501
	Iteration 12Q: 3 clusters Score -58226.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -58238.347656 Penalty: 663.726501
	Iteration 13Q: 3 clusters Score -58238.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -58245.414062 Penalty: 663.726501
	Iteration 14Q: 3 clusters Score -58245.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -58249.828125 Penalty: 663.726501
	Iteration 15Q: 3 clusters Score -58249.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -58251.714844 Penalty: 663.726501
	Iteration 16Q: 3 clusters Score -58251.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -58253.695312 Penalty: 663.726501
	Iteration 17Q: 3 clusters Score -58253.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -58256.042969 Penalty: 663.726501
	Iteration 18Q: 3 clusters Score -58256.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -58260.339844 Penalty: 663.726501
	Iteration 19Q: 3 clusters Score -58260.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -58262.363281 Penalty: 663.726501
	Iteration 20F: 3 clusters Score -58262.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -58264.089844 Penalty: 663.726501
	Iteration 21Q: 3 clusters Score -58264.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -58265.777344 Penalty: 663.726501
	Iteration 22Q: 3 clusters Score -58265.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -58267.492188 Penalty: 663.726501
	Iteration 23Q: 3 clusters Score -58267.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -58268.355469 Penalty: 663.726501
	Iteration 24Q: 3 clusters Score -58268.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -58269.136719 Penalty: 663.726501
	Iteration 25Q: 3 clusters Score -58269.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -58269.503906 Penalty: 663.726501
	Iteration 26Q: 3 clusters Score -58269.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -58269.621094 Penalty: 663.726501
	Iteration 27Q: 3 clusters Score -58269.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -58269.687500 Penalty: 663.726501
	Iteration 28Q: 3 clusters Score -58269.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -58269.738281 Penalty: 663.726501
	Iteration 29Q: 3 clusters Score -58269.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -58270.191406 Penalty: 663.726501
	Iteration 30Q: 3 clusters Score -58270.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -58270.687500 Penalty: 663.726501
	Iteration 31Q: 3 clusters Score -58270.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -58270.835938 Penalty: 663.726501
	Iteration 32Q: 3 clusters Score -58270.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -58270.835938 Penalty: 663.726501
	Iteration 33F: 3 clusters Score -58270.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -8562.002930 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -8562.003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8244.191406 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -8244.191 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8298.783203 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -8298.783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8324.107422 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -8324.107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8336.821289 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -8336.821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8350.979492 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -8350.979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8366.604492 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -8366.604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8373.809570 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -8373.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8377.406250 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -8377.406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8381.154297 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -8381.154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8382.233398 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -8382.233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8382.233398 Penalty: 499.116516
	Iteration 10F: 3 clusters Score -8382.233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (57229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57229 members 
Entering Unmasked Estep 
Score: -2311771.000000 Penalty: 498.444122
	Iteration 0F: 2 clusters Score -2311771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -2273293.500000 Penalty: 996.888245
	Iteration 0F: 3 clusters Score -2273294 nChanged 27825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -2292314.500000 Penalty: 996.888245
	Iteration 1F: 3 clusters Score -2292314 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2294562.250000 Penalty: 996.888245
	Iteration 2F: 3 clusters Score -2294562 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2296678.750000 Penalty: 996.888245
	Iteration 3F: 3 clusters Score -2296679 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2298578.250000 Penalty: 996.888245
	Iteration 4F: 3 clusters Score -2298578 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2300294.500000 Penalty: 996.888245
	Iteration 5F: 3 clusters Score -2300294 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2302033.250000 Penalty: 996.888245
	Iteration 6Q: 3 clusters Score -2302033 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2303998.250000 Penalty: 996.888245
	Iteration 7F: 3 clusters Score -2303998 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2306103.250000 Penalty: 996.888245
	Iteration 8Q: 3 clusters Score -2306103 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51838 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2307966.500000 Penalty: 996.888245
	Iteration 9Q: 3 clusters Score -2307966 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53727 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2309459.250000 Penalty: 996.888245
	Iteration 10Q: 3 clusters Score -2309459 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2310375.500000 Penalty: 996.888245
	Iteration 11Q: 3 clusters Score -2310376 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2310861.500000 Penalty: 996.888245
	Iteration 12Q: 3 clusters Score -2310862 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56254 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2311132.000000 Penalty: 996.888245
	Iteration 13Q: 3 clusters Score -2311132 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2311294.000000 Penalty: 996.888245
	Iteration 14Q: 3 clusters Score -2311294 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2311390.500000 Penalty: 996.888245
	Iteration 15Q: 3 clusters Score -2311390 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56782 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2311438.000000 Penalty: 996.888245
	Iteration 16Q: 3 clusters Score -2311438 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2311472.750000 Penalty: 996.888245
	Iteration 17Q: 3 clusters Score -2311473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2311496.000000 Penalty: 996.888245
	Iteration 18Q: 3 clusters Score -2311496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2311508.250000 Penalty: 996.888245
	Iteration 19Q: 3 clusters Score -2311508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56884 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2311517.500000 Penalty: 996.888245
	Iteration 20F: 3 clusters Score -2311518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2311522.500000 Penalty: 996.888245
	Iteration 21Q: 3 clusters Score -2311522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56892 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2311531.000000 Penalty: 996.888245
	Iteration 22Q: 3 clusters Score -2311531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2311541.000000 Penalty: 996.888245
	Iteration 23Q: 3 clusters Score -2311541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2311545.750000 Penalty: 996.888245
	Iteration 24Q: 3 clusters Score -2311546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2311550.000000 Penalty: 996.888245
	Iteration 25Q: 3 clusters Score -2311550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2311551.250000 Penalty: 996.888245
	Iteration 26Q: 3 clusters Score -2311551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2311558.250000 Penalty: 996.888245
	Iteration 27Q: 3 clusters Score -2311558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2311565.000000 Penalty: 996.888245
	Iteration 28Q: 3 clusters Score -2311565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2311572.000000 Penalty: 996.888245
	Iteration 29Q: 3 clusters Score -2311572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2311577.750000 Penalty: 996.888245
	Iteration 30Q: 3 clusters Score -2311578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2311584.500000 Penalty: 996.888245
	Iteration 31Q: 3 clusters Score -2311584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2311589.500000 Penalty: 996.888245
	Iteration 32Q: 3 clusters Score -2311590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2311590.750000 Penalty: 996.888245
	Iteration 33Q: 3 clusters Score -2311591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2311599.500000 Penalty: 996.888245
	Iteration 34Q: 3 clusters Score -2311600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2311607.750000 Penalty: 996.888245
	Iteration 35Q: 3 clusters Score -2311608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2311620.000000 Penalty: 996.888245
	Iteration 36Q: 3 clusters Score -2311620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2311627.500000 Penalty: 996.888245
	Iteration 37Q: 3 clusters Score -2311628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2311641.500000 Penalty: 996.888245
	Iteration 38Q: 3 clusters Score -2311642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2311648.250000 Penalty: 996.888245
	Iteration 39Q: 3 clusters Score -2311648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2311649.750000 Penalty: 996.888245
	Iteration 40F: 3 clusters Score -2311650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2311653.500000 Penalty: 996.888245
	Iteration 41Q: 3 clusters Score -2311654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2311657.000000 Penalty: 996.888245
	Iteration 42Q: 3 clusters Score -2311657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2311659.500000 Penalty: 996.888245
	Iteration 43Q: 3 clusters Score -2311660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2311662.750000 Penalty: 996.888245
	Iteration 44Q: 3 clusters Score -2311663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56878 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2311666.000000 Penalty: 996.888245
	Iteration 45Q: 3 clusters Score -2311666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2311668.250000 Penalty: 996.888245
	Iteration 46Q: 3 clusters Score -2311668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2311667.250000 Penalty: 996.888245
	Iteration 47Q: 3 clusters Score -2311667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2311668.750000 Penalty: 996.888245
	Iteration 48Q: 3 clusters Score -2311669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2311666.500000 Penalty: 996.888245
	Iteration 49Q: 3 clusters Score -2311666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2311667.250000 Penalty: 996.888245
	Iteration 50Q: 3 clusters Score -2311667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2311668.250000 Penalty: 996.888245
	Iteration 51Q: 3 clusters Score -2311668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56865 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2311669.750000 Penalty: 996.888245
	Iteration 52Q: 3 clusters Score -2311670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2311668.750000 Penalty: 996.888245
	Iteration 53Q: 3 clusters Score -2311669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56861 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2311677.000000 Penalty: 996.888245
	Iteration 54Q: 3 clusters Score -2311677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2311675.750000 Penalty: 996.888245
	Iteration 55Q: 3 clusters Score -2311676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2311674.500000 Penalty: 996.888245
	Iteration 56Q: 3 clusters Score -2311674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2311675.000000 Penalty: 996.888245
	Iteration 57Q: 3 clusters Score -2311675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2311673.500000 Penalty: 996.888245
	Iteration 58Q: 3 clusters Score -2311674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2311673.250000 Penalty: 996.888245
	Iteration 59Q: 3 clusters Score -2311673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2311674.000000 Penalty: 996.888245
	Iteration 60F: 3 clusters Score -2311674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2311674.750000 Penalty: 996.888245
	Iteration 61Q: 3 clusters Score -2311675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56854 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2311674.750000 Penalty: 996.888245
	Iteration 62Q: 3 clusters Score -2311675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2311676.000000 Penalty: 996.888245
	Iteration 63Q: 3 clusters Score -2311676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56852 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2311676.000000 Penalty: 996.888245
	Iteration 64Q: 3 clusters Score -2311676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56852 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2311676.000000 Penalty: 996.888245
	Iteration 65F: 3 clusters Score -2311676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Entering Unmasked Estep 
Score: -232915.562500 Penalty: 393.085114
	Iteration 0F: 2 clusters Score -232915.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -229095.343750 Penalty: 786.170227
	Iteration 0F: 3 clusters Score -229095.3 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -230631.140625 Penalty: 786.170227
	Iteration 1F: 3 clusters Score -230631.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -230771.093750 Penalty: 786.170227
	Iteration 2F: 3 clusters Score -230771.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -230944.890625 Penalty: 786.170227
	Iteration 3F: 3 clusters Score -230944.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -231160.171875 Penalty: 786.170227
	Iteration 4F: 3 clusters Score -231160.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -231433.750000 Penalty: 786.170227
	Iteration 5F: 3 clusters Score -231433.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -231718.687500 Penalty: 786.170227
	Iteration 6F: 3 clusters Score -231718.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -231943.484375 Penalty: 786.170227
	Iteration 7Q: 3 clusters Score -231943.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -232116.406250 Penalty: 786.170227
	Iteration 8Q: 3 clusters Score -232116.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -232227.156250 Penalty: 786.170227
	Iteration 9Q: 3 clusters Score -232227.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -232286.046875 Penalty: 786.170227
	Iteration 10Q: 3 clusters Score -232286 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -232320.937500 Penalty: 786.170227
	Iteration 11Q: 3 clusters Score -232320.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -232349.437500 Penalty: 786.170227
	Iteration 12Q: 3 clusters Score -232349.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -232372.984375 Penalty: 786.170227
	Iteration 13Q: 3 clusters Score -232373 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -232385.078125 Penalty: 786.170227
	Iteration 14Q: 3 clusters Score -232385.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -232396.156250 Penalty: 786.170227
	Iteration 15Q: 3 clusters Score -232396.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -232405.203125 Penalty: 786.170227
	Iteration 16Q: 3 clusters Score -232405.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -232418.968750 Penalty: 786.170227
	Iteration 17Q: 3 clusters Score -232419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -232427.468750 Penalty: 786.170227
	Iteration 18Q: 3 clusters Score -232427.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -232433.406250 Penalty: 786.170227
	Iteration 19Q: 3 clusters Score -232433.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -232436.765625 Penalty: 786.170227
	Iteration 20F: 3 clusters Score -232436.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -232440.500000 Penalty: 786.170227
	Iteration 21Q: 3 clusters Score -232440.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -232448.265625 Penalty: 786.170227
	Iteration 22Q: 3 clusters Score -232448.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -232456.171875 Penalty: 786.170227
	Iteration 23Q: 3 clusters Score -232456.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -232467.109375 Penalty: 786.170227
	Iteration 24Q: 3 clusters Score -232467.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -232480.875000 Penalty: 786.170227
	Iteration 25Q: 3 clusters Score -232480.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -232497.375000 Penalty: 786.170227
	Iteration 26Q: 3 clusters Score -232497.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -232510.125000 Penalty: 786.170227
	Iteration 27Q: 3 clusters Score -232510.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -232518.796875 Penalty: 786.170227
	Iteration 28Q: 3 clusters Score -232518.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -232524.328125 Penalty: 786.170227
	Iteration 29Q: 3 clusters Score -232524.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -232529.640625 Penalty: 786.170227
	Iteration 30Q: 3 clusters Score -232529.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -232531.031250 Penalty: 786.170227
	Iteration 31Q: 3 clusters Score -232531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -232530.843750 Penalty: 786.170227
	Iteration 32Q: 3 clusters Score -232530.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -232530.921875 Penalty: 786.170227
	Iteration 33Q: 3 clusters Score -232530.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -232530.968750 Penalty: 786.170227
	Iteration 34Q: 3 clusters Score -232531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -232530.859375 Penalty: 786.170227
	Iteration 35Q: 3 clusters Score -232530.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -232531.343750 Penalty: 786.170227
	Iteration 36Q: 3 clusters Score -232531.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -232531.421875 Penalty: 786.170227
	Iteration 37Q: 3 clusters Score -232531.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -232531.421875 Penalty: 786.170227
	Iteration 38F: 3 clusters Score -232531.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Entering Unmasked Estep 
Score: -133649.921875 Penalty: 368.238647
	Iteration 0F: 2 clusters Score -133649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -131382.296875 Penalty: 736.477295
	Iteration 0F: 3 clusters Score -131382.3 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -132196.390625 Penalty: 736.477295
	Iteration 1F: 3 clusters Score -132196.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -132374.484375 Penalty: 736.477295
	Iteration 2F: 3 clusters Score -132374.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -132569.453125 Penalty: 736.477295
	Iteration 3F: 3 clusters Score -132569.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -132768.015625 Penalty: 736.477295
	Iteration 4F: 3 clusters Score -132768 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -132931.171875 Penalty: 736.477295
	Iteration 5F: 3 clusters Score -132931.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -133031.468750 Penalty: 736.477295
	Iteration 6F: 3 clusters Score -133031.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -133104.703125 Penalty: 736.477295
	Iteration 7Q: 3 clusters Score -133104.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -133167.234375 Penalty: 736.477295
	Iteration 8Q: 3 clusters Score -133167.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -133200.156250 Penalty: 736.477295
	Iteration 9Q: 3 clusters Score -133200.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -133223.593750 Penalty: 736.477295
	Iteration 10Q: 3 clusters Score -133223.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -133244.890625 Penalty: 736.477295
	Iteration 11Q: 3 clusters Score -133244.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -133261.593750 Penalty: 736.477295
	Iteration 12Q: 3 clusters Score -133261.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -133284.281250 Penalty: 736.477295
	Iteration 13Q: 3 clusters Score -133284.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -133303.453125 Penalty: 736.477295
	Iteration 14Q: 3 clusters Score -133303.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -133325.375000 Penalty: 736.477295
	Iteration 15Q: 3 clusters Score -133325.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -133345.421875 Penalty: 736.477295
	Iteration 16Q: 3 clusters Score -133345.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -133357.312500 Penalty: 736.477295
	Iteration 17Q: 3 clusters Score -133357.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -133366.156250 Penalty: 736.477295
	Iteration 18Q: 3 clusters Score -133366.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -133374.875000 Penalty: 736.477295
	Iteration 19Q: 3 clusters Score -133374.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -133380.921875 Penalty: 736.477295
	Iteration 20F: 3 clusters Score -133380.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -133386.156250 Penalty: 736.477295
	Iteration 21Q: 3 clusters Score -133386.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -133390.765625 Penalty: 736.477295
	Iteration 22Q: 3 clusters Score -133390.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -133395.765625 Penalty: 736.477295
	Iteration 23Q: 3 clusters Score -133395.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -133400.656250 Penalty: 736.477295
	Iteration 24Q: 3 clusters Score -133400.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -133406.546875 Penalty: 736.477295
	Iteration 25Q: 3 clusters Score -133406.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -133411.328125 Penalty: 736.477295
	Iteration 26Q: 3 clusters Score -133411.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -133415.265625 Penalty: 736.477295
	Iteration 27Q: 3 clusters Score -133415.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -133419.734375 Penalty: 736.477295
	Iteration 28Q: 3 clusters Score -133419.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -133424.937500 Penalty: 736.477295
	Iteration 29Q: 3 clusters Score -133424.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -133429.031250 Penalty: 736.477295
	Iteration 30Q: 3 clusters Score -133429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -133432.781250 Penalty: 736.477295
	Iteration 31Q: 3 clusters Score -133432.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -133435.062500 Penalty: 736.477295
	Iteration 32Q: 3 clusters Score -133435.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -133435.796875 Penalty: 736.477295
	Iteration 33Q: 3 clusters Score -133435.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -133436.718750 Penalty: 736.477295
	Iteration 34Q: 3 clusters Score -133436.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -133437.234375 Penalty: 736.477295
	Iteration 35Q: 3 clusters Score -133437.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -133437.421875 Penalty: 736.477295
	Iteration 36Q: 3 clusters Score -133437.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -133437.687500 Penalty: 736.477295
	Iteration 37Q: 3 clusters Score -133437.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -133437.921875 Penalty: 736.477295
	Iteration 38Q: 3 clusters Score -133437.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -133437.921875 Penalty: 736.477295
	Iteration 39F: 3 clusters Score -133437.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (215636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215636 members 
Entering Unmasked Estep 
Score: -8887758.000000 Penalty: 558.801331
	Iteration 0F: 2 clusters Score -8887758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107653 members 
Mstep: Class 2 contains 107983 members 
Entering Unmasked Estep 
Score: -8741100.000000 Penalty: 1117.602661
	Iteration 0F: 3 clusters Score -8741100 nChanged 106241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91326 members 
Mstep: Class 2 contains 124310 members 
Entering Unmasked Estep 
Score: -8811703.000000 Penalty: 1117.602661
	Iteration 1F: 3 clusters Score -8811703 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82468 members 
Mstep: Class 2 contains 133168 members 
Entering Unmasked Estep 
Score: -8817152.000000 Penalty: 1117.602661
	Iteration 2F: 3 clusters Score -8817152 nChanged 14021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71235 members 
Mstep: Class 2 contains 144401 members 
Entering Unmasked Estep 
Score: -8824798.000000 Penalty: 1117.602661
	Iteration 3F: 3 clusters Score -8824798 nChanged 15090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58003 members 
Mstep: Class 2 contains 157633 members 
Entering Unmasked Estep 
Score: -8834629.000000 Penalty: 1117.602661
	Iteration 4F: 3 clusters Score -8834629 nChanged 15413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 172232 members 
Entering Unmasked Estep 
Score: -8846618.000000 Penalty: 1117.602661
	Iteration 5F: 3 clusters Score -8846618 nChanged 14394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 186426 members 
Entering Unmasked Estep 
Score: -8859603.000000 Penalty: 1117.602661
	Iteration 6F: 3 clusters Score -8859603 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 198094 members 
Entering Unmasked Estep 
Score: -8871657.000000 Penalty: 1117.602661
	Iteration 7F: 3 clusters Score -8871657 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 205636 members 
Entering Unmasked Estep 
Score: -8879642.000000 Penalty: 1117.602661
	Iteration 8Q: 3 clusters Score -8879642 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 209453 members 
Entering Unmasked Estep 
Score: -8883754.000000 Penalty: 1117.602661
	Iteration 9Q: 3 clusters Score -8883754 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 211058 members 
Entering Unmasked Estep 
Score: -8885480.000000 Penalty: 1117.602661
	Iteration 10Q: 3 clusters Score -8885480 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 211860 members 
Entering Unmasked Estep 
Score: -8886236.000000 Penalty: 1117.602661
	Iteration 11Q: 3 clusters Score -8886236 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 212408 members 
Entering Unmasked Estep 
Score: -8886520.000000 Penalty: 1117.602661
	Iteration 12Q: 3 clusters Score -8886520 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 212858 members 
Entering Unmasked Estep 
Score: -8886714.000000 Penalty: 1117.602661
	Iteration 13Q: 3 clusters Score -8886714 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 213228 members 
Entering Unmasked Estep 
Score: -8886835.000000 Penalty: 1117.602661
	Iteration 14Q: 3 clusters Score -8886835 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 213544 members 
Entering Unmasked Estep 
Score: -8886936.000000 Penalty: 1117.602661
	Iteration 15Q: 3 clusters Score -8886936 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 213795 members 
Entering Unmasked Estep 
Score: -8887035.000000 Penalty: 1117.602661
	Iteration 16Q: 3 clusters Score -8887035 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 214003 members 
Entering Unmasked Estep 
Score: -8887111.000000 Penalty: 1117.602661
	Iteration 17Q: 3 clusters Score -8887111 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 214169 members 
Entering Unmasked Estep 
Score: -8887153.000000 Penalty: 1117.602661
	Iteration 18Q: 3 clusters Score -8887153 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 214324 members 
Entering Unmasked Estep 
Score: -8887178.000000 Penalty: 1117.602661
	Iteration 19Q: 3 clusters Score -8887178 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 214461 members 
Entering Unmasked Estep 
Score: -8887235.000000 Penalty: 1117.602661
	Iteration 20F: 3 clusters Score -8887235 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 214586 members 
Entering Unmasked Estep 
Score: -8887254.000000 Penalty: 1117.602661
	Iteration 21Q: 3 clusters Score -8887254 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 214678 members 
Entering Unmasked Estep 
Score: -8887249.000000 Penalty: 1117.602661
	Iteration 22Q: 3 clusters Score -8887249 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 214750 members 
Entering Unmasked Estep 
Score: -8887258.000000 Penalty: 1117.602661
	Iteration 23Q: 3 clusters Score -8887258 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 214809 members 
Entering Unmasked Estep 
Score: -8887271.000000 Penalty: 1117.602661
	Iteration 24Q: 3 clusters Score -8887271 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 214865 members 
Entering Unmasked Estep 
Score: -8887286.000000 Penalty: 1117.602661
	Iteration 25Q: 3 clusters Score -8887286 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 214917 members 
Entering Unmasked Estep 
Score: -8887284.000000 Penalty: 1117.602661
	Iteration 26Q: 3 clusters Score -8887284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 214965 members 
Entering Unmasked Estep 
Score: -8887295.000000 Penalty: 1117.602661
	Iteration 27Q: 3 clusters Score -8887295 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 215012 members 
Entering Unmasked Estep 
Score: -8887303.000000 Penalty: 1117.602661
	Iteration 28Q: 3 clusters Score -8887303 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 215056 members 
Entering Unmasked Estep 
Score: -8887311.000000 Penalty: 1117.602661
	Iteration 29Q: 3 clusters Score -8887311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 215089 members 
Entering Unmasked Estep 
Score: -8887322.000000 Penalty: 1117.602661
	Iteration 30Q: 3 clusters Score -8887322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 215107 members 
Entering Unmasked Estep 
Score: -8887313.000000 Penalty: 1117.602661
	Iteration 31Q: 3 clusters Score -8887313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 215125 members 
Entering Unmasked Estep 
Score: -8887326.000000 Penalty: 1117.602661
	Iteration 32Q: 3 clusters Score -8887326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 215142 members 
Entering Unmasked Estep 
Score: -8887330.000000 Penalty: 1117.602661
	Iteration 33Q: 3 clusters Score -8887330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 215157 members 
Entering Unmasked Estep 
Score: -8887335.000000 Penalty: 1117.602661
	Iteration 34Q: 3 clusters Score -8887335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 215176 members 
Entering Unmasked Estep 
Score: -8887340.000000 Penalty: 1117.602661
	Iteration 35Q: 3 clusters Score -8887340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 215191 members 
Entering Unmasked Estep 
Score: -8887344.000000 Penalty: 1117.602661
	Iteration 36Q: 3 clusters Score -8887344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 215203 members 
Entering Unmasked Estep 
Score: -8887346.000000 Penalty: 1117.602661
	Iteration 37Q: 3 clusters Score -8887346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 215215 members 
Entering Unmasked Estep 
Score: -8887343.000000 Penalty: 1117.602661
	Iteration 38Q: 3 clusters Score -8887343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 215221 members 
Entering Unmasked Estep 
Score: -8887348.000000 Penalty: 1117.602661
	Iteration 39Q: 3 clusters Score -8887348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 215227 members 
Entering Unmasked Estep 
Score: -8887356.000000 Penalty: 1117.602661
	Iteration 40F: 3 clusters Score -8887356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 215233 members 
Entering Unmasked Estep 
Score: -8887352.000000 Penalty: 1117.602661
	Iteration 41Q: 3 clusters Score -8887352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 215238 members 
Entering Unmasked Estep 
Score: -8887349.000000 Penalty: 1117.602661
	Iteration 42Q: 3 clusters Score -8887349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 215242 members 
Entering Unmasked Estep 
Score: -8887347.000000 Penalty: 1117.602661
	Iteration 43Q: 3 clusters Score -8887347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 215246 members 
Entering Unmasked Estep 
Score: -8887349.000000 Penalty: 1117.602661
	Iteration 44Q: 3 clusters Score -8887349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 215252 members 
Entering Unmasked Estep 
Score: -8887347.000000 Penalty: 1117.602661
	Iteration 45Q: 3 clusters Score -8887347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 215257 members 
Entering Unmasked Estep 
Score: -8887350.000000 Penalty: 1117.602661
	Iteration 46Q: 3 clusters Score -8887350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 215261 members 
Entering Unmasked Estep 
Score: -8887352.000000 Penalty: 1117.602661
	Iteration 47Q: 3 clusters Score -8887352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 215268 members 
Entering Unmasked Estep 
Score: -8887356.000000 Penalty: 1117.602661
	Iteration 48Q: 3 clusters Score -8887356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 215272 members 
Entering Unmasked Estep 
Score: -8887349.000000 Penalty: 1117.602661
	Iteration 49Q: 3 clusters Score -8887349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 215275 members 
Entering Unmasked Estep 
Score: -8887350.000000 Penalty: 1117.602661
	Iteration 50Q: 3 clusters Score -8887350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 215277 members 
Entering Unmasked Estep 
Score: -8887348.000000 Penalty: 1117.602661
	Iteration 51Q: 3 clusters Score -8887348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 215277 members 
Entering Unmasked Estep 
Score: -8887347.000000 Penalty: 1117.602661
	Iteration 52Q: 3 clusters Score -8887347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 215279 members 
Entering Unmasked Estep 
Score: -8887351.000000 Penalty: 1117.602661
	Iteration 53Q: 3 clusters Score -8887351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 215279 members 
Entering Unmasked Estep 
Score: -8887351.000000 Penalty: 1117.602661
	Iteration 54F: 3 clusters Score -8887351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Entering Unmasked Estep 
Score: -128307.851562 Penalty: 366.336029
	Iteration 0F: 2 clusters Score -128307.9 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 1507 members 
Entering Unmasked Estep 
Score: -126111.031250 Penalty: 732.672058
	Iteration 0F: 3 clusters Score -126111 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -126984.507812 Penalty: 732.672058
	Iteration 1F: 3 clusters Score -126984.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -127182.984375 Penalty: 732.672058
	Iteration 2F: 3 clusters Score -127183 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -127383.546875 Penalty: 732.672058
	Iteration 3F: 3 clusters Score -127383.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -127551.812500 Penalty: 732.672058
	Iteration 4F: 3 clusters Score -127551.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -127684.734375 Penalty: 732.672058
	Iteration 5F: 3 clusters Score -127684.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -127782.617188 Penalty: 732.672058
	Iteration 6Q: 3 clusters Score -127782.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -127864.156250 Penalty: 732.672058
	Iteration 7Q: 3 clusters Score -127864.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -127921.703125 Penalty: 732.672058
	Iteration 8Q: 3 clusters Score -127921.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -127943.914062 Penalty: 732.672058
	Iteration 9Q: 3 clusters Score -127943.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -127962.164062 Penalty: 732.672058
	Iteration 10Q: 3 clusters Score -127962.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -127973.257812 Penalty: 732.672058
	Iteration 11Q: 3 clusters Score -127973.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -127986.171875 Penalty: 732.672058
	Iteration 12Q: 3 clusters Score -127986.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -127989.210938 Penalty: 732.672058
	Iteration 13Q: 3 clusters Score -127989.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -127990.757812 Penalty: 732.672058
	Iteration 14Q: 3 clusters Score -127990.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -127990.960938 Penalty: 732.672058
	Iteration 15Q: 3 clusters Score -127991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -127993.390625 Penalty: 732.672058
	Iteration 16Q: 3 clusters Score -127993.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -127994.132812 Penalty: 732.672058
	Iteration 17Q: 3 clusters Score -127994.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -127994.132812 Penalty: 732.672058
	Iteration 18F: 3 clusters Score -127994.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -45749.921875 Penalty: 324.818451
	Iteration 0F: 2 clusters Score -45749.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -44826.203125 Penalty: 649.636902
	Iteration 0F: 3 clusters Score -44826.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -45145.851562 Penalty: 649.636902
	Iteration 1F: 3 clusters Score -45145.85 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -45214.535156 Penalty: 649.636902
	Iteration 2F: 3 clusters Score -45214.54 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -45254.828125 Penalty: 649.636902
	Iteration 3F: 3 clusters Score -45254.83 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -45308.437500 Penalty: 649.636902
	Iteration 4Q: 3 clusters Score -45308.44 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -45372.257812 Penalty: 649.636902
	Iteration 5F: 3 clusters Score -45372.26 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -45420.476562 Penalty: 649.636902
	Iteration 6F: 3 clusters Score -45420.48 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -45449.957031 Penalty: 649.636902
	Iteration 7Q: 3 clusters Score -45449.96 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -45466.796875 Penalty: 649.636902
	Iteration 8Q: 3 clusters Score -45466.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -45475.214844 Penalty: 649.636902
	Iteration 9Q: 3 clusters Score -45475.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -45480.851562 Penalty: 649.636902
	Iteration 10Q: 3 clusters Score -45480.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -45488.375000 Penalty: 649.636902
	Iteration 11Q: 3 clusters Score -45488.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -45500.761719 Penalty: 649.636902
	Iteration 12Q: 3 clusters Score -45500.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -45506.164062 Penalty: 649.636902
	Iteration 13Q: 3 clusters Score -45506.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -45506.980469 Penalty: 649.636902
	Iteration 14Q: 3 clusters Score -45506.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -45507.742188 Penalty: 649.636902
	Iteration 15Q: 3 clusters Score -45507.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -45508.488281 Penalty: 649.636902
	Iteration 16Q: 3 clusters Score -45508.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -45509.546875 Penalty: 649.636902
	Iteration 17Q: 3 clusters Score -45509.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -45511.042969 Penalty: 649.636902
	Iteration 18Q: 3 clusters Score -45511.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -45512.195312 Penalty: 649.636902
	Iteration 19Q: 3 clusters Score -45512.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -45512.953125 Penalty: 649.636902
	Iteration 20F: 3 clusters Score -45512.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -45513.578125 Penalty: 649.636902
	Iteration 21Q: 3 clusters Score -45513.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -45513.636719 Penalty: 649.636902
	Iteration 22Q: 3 clusters Score -45513.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -45513.839844 Penalty: 649.636902
	Iteration 23Q: 3 clusters Score -45513.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -45514.066406 Penalty: 649.636902
	Iteration 24Q: 3 clusters Score -45514.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -45514.066406 Penalty: 649.636902
	Iteration 25F: 3 clusters Score -45514.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2962 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12677 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 6236 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27278 members 
Mstep: Class 15 contains 1987 members 
Mstep: Class 16 contains 284220 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6790 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1643 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11913 members 
Mstep: Class 26 contains 1586 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8888 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57229 members 
Mstep: Class 40 contains 5649 members 
Mstep: Class 41 contains 3272 members 
Mstep: Class 42 contains 215636 members 
Mstep: Class 43 contains 3138 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358206.000000 Penalty: 26414.312500
Iteration 359Q: 44 clusters Score -2.835821e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2962 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12687 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 6234 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27277 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 284225 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6790 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11913 members 
Mstep: Class 26 contains 1586 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8890 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57224 members 
Mstep: Class 40 contains 5649 members 
Mstep: Class 41 contains 3272 members 
Mstep: Class 42 contains 215624 members 
Mstep: Class 43 contains 3139 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358160.000000 Penalty: 26414.312500
Iteration 360F: 44 clusters Score -2.835816e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2969 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12703 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 6232 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27275 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 284223 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6791 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11912 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8896 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57220 members 
Mstep: Class 40 contains 5649 members 
Mstep: Class 41 contains 3272 members 
Mstep: Class 42 contains 215611 members 
Mstep: Class 43 contains 3139 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358150.000000 Penalty: 26414.312500
Iteration 361Q: 44 clusters Score -2.835815e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2974 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12711 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 6230 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27275 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 284223 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11911 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8902 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57216 members 
Mstep: Class 40 contains 5649 members 
Mstep: Class 41 contains 3272 members 
Mstep: Class 42 contains 215601 members 
Mstep: Class 43 contains 3139 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358170.000000 Penalty: 26414.312500
Iteration 362Q: 44 clusters Score -2.835817e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2973 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12715 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 6229 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27274 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 284223 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6791 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11911 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8907 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57213 members 
Mstep: Class 40 contains 5649 members 
Mstep: Class 41 contains 3272 members 
Mstep: Class 42 contains 215599 members 
Mstep: Class 43 contains 3139 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358198.000000 Penalty: 26414.312500
Iteration 363Q: 44 clusters Score -2.83582e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2975 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12720 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 6227 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27273 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 284225 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11911 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57210 members 
Mstep: Class 40 contains 5648 members 
Mstep: Class 41 contains 3272 members 
Mstep: Class 42 contains 215593 members 
Mstep: Class 43 contains 3139 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358194.000000 Penalty: 26414.312500
Iteration 364Q: 44 clusters Score -2.835819e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2976 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12723 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 6224 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27273 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 284227 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1638 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11912 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8910 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57208 members 
Mstep: Class 40 contains 5648 members 
Mstep: Class 41 contains 3272 members 
Mstep: Class 42 contains 215591 members 
Mstep: Class 43 contains 3139 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358208.000000 Penalty: 26414.312500
Iteration 365Q: 44 clusters Score -2.835821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2975 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12725 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 6222 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27273 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 284229 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11912 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57207 members 
Mstep: Class 40 contains 5649 members 
Mstep: Class 41 contains 3272 members 
Mstep: Class 42 contains 215591 members 
Mstep: Class 43 contains 3139 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358196.000000 Penalty: 26414.312500
Iteration 366Q: 44 clusters Score -2.83582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2976 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12725 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 6220 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27273 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 284231 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11912 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8907 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57206 members 
Mstep: Class 40 contains 5649 members 
Mstep: Class 41 contains 3272 members 
Mstep: Class 42 contains 215592 members 
Mstep: Class 43 contains 3139 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358192.000000 Penalty: 26414.312500
Iteration 367Q: 44 clusters Score -2.835819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2976 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12724 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 6220 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27273 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 284230 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11912 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57206 members 
Mstep: Class 40 contains 5649 members 
Mstep: Class 41 contains 3272 members 
Mstep: Class 42 contains 215592 members 
Mstep: Class 43 contains 3139 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358188.000000 Penalty: 26414.312500
Iteration 368Q: 44 clusters Score -2.835819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2976 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12724 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 6220 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27273 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 284230 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11912 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8907 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57206 members 
Mstep: Class 40 contains 5649 members 
Mstep: Class 41 contains 3272 members 
Mstep: Class 42 contains 215593 members 
Mstep: Class 43 contains 3139 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358186.000000 Penalty: 26414.312500
Iteration 369Q: 44 clusters Score -2.835819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2976 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12725 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 6220 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27273 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 284230 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11912 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57206 members 
Mstep: Class 40 contains 5649 members 
Mstep: Class 41 contains 3272 members 
Mstep: Class 42 contains 215593 members 
Mstep: Class 43 contains 3139 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358186.000000 Penalty: 26414.312500
Iteration 370Q: 44 clusters Score -2.835819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2976 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12724 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 6220 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27273 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 284230 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11912 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8907 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57206 members 
Mstep: Class 40 contains 5649 members 
Mstep: Class 41 contains 3272 members 
Mstep: Class 42 contains 215593 members 
Mstep: Class 43 contains 3139 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358186.000000 Penalty: 26414.312500
Iteration 371Q: 44 clusters Score -2.835819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2976 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12724 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 6220 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27273 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 284230 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11912 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8907 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57206 members 
Mstep: Class 40 contains 5649 members 
Mstep: Class 41 contains 3272 members 
Mstep: Class 42 contains 215593 members 
Mstep: Class 43 contains 3139 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358186.000000 Penalty: 26414.312500
Iteration 372F: 44 clusters Score -2.835819e+07 nChanged 0
Entering ConstructFrom: 
Score: -28358186.000000 Penalty: 26414.312500
Entering ConstructFrom: 
Trying to split cluster 1 (2120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Entering Unmasked Estep 
Score: -84368.937500 Penalty: 348.492310
	Iteration 0F: 2 clusters Score -84368.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -82837.218750 Penalty: 696.984619
	Iteration 0F: 3 clusters Score -82837.22 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -83349.085938 Penalty: 696.984619
	Iteration 1F: 3 clusters Score -83349.09 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -83501.312500 Penalty: 696.984619
	Iteration 2F: 3 clusters Score -83501.31 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -83645.539062 Penalty: 696.984619
	Iteration 3F: 3 clusters Score -83645.54 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -83760.867188 Penalty: 696.984619
	Iteration 4F: 3 clusters Score -83760.87 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -83862.968750 Penalty: 696.984619
	Iteration 5F: 3 clusters Score -83862.97 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -83953.109375 Penalty: 696.984619
	Iteration 6F: 3 clusters Score -83953.11 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -84017.328125 Penalty: 696.984619
	Iteration 7Q: 3 clusters Score -84017.33 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -84077.007812 Penalty: 696.984619
	Iteration 8Q: 3 clusters Score -84077.01 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -84121.117188 Penalty: 696.984619
	Iteration 9Q: 3 clusters Score -84121.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -84156.125000 Penalty: 696.984619
	Iteration 10Q: 3 clusters Score -84156.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -84179.546875 Penalty: 696.984619
	Iteration 11Q: 3 clusters Score -84179.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84196.546875 Penalty: 696.984619
	Iteration 12Q: 3 clusters Score -84196.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -84206.148438 Penalty: 696.984619
	Iteration 13Q: 3 clusters Score -84206.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -84212.562500 Penalty: 696.984619
	Iteration 14Q: 3 clusters Score -84212.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -84215.367188 Penalty: 696.984619
	Iteration 15Q: 3 clusters Score -84215.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -84217.265625 Penalty: 696.984619
	Iteration 16Q: 3 clusters Score -84217.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -84218.242188 Penalty: 696.984619
	Iteration 17Q: 3 clusters Score -84218.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -84218.625000 Penalty: 696.984619
	Iteration 18Q: 3 clusters Score -84218.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -84219.601562 Penalty: 696.984619
	Iteration 19Q: 3 clusters Score -84219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -84220.406250 Penalty: 696.984619
	Iteration 20F: 3 clusters Score -84220.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -84220.960938 Penalty: 696.984619
	Iteration 21Q: 3 clusters Score -84220.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -84221.492188 Penalty: 696.984619
	Iteration 22Q: 3 clusters Score -84221.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -84222.132812 Penalty: 696.984619
	Iteration 23Q: 3 clusters Score -84222.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -84222.742188 Penalty: 696.984619
	Iteration 24Q: 3 clusters Score -84222.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -84224.132812 Penalty: 696.984619
	Iteration 25Q: 3 clusters Score -84224.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -84224.343750 Penalty: 696.984619
	Iteration 26Q: 3 clusters Score -84224.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -84224.531250 Penalty: 696.984619
	Iteration 27Q: 3 clusters Score -84224.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -84224.671875 Penalty: 696.984619
	Iteration 28Q: 3 clusters Score -84224.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -84224.671875 Penalty: 696.984619
	Iteration 29F: 3 clusters Score -84224.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -49490.011719 Penalty: 330.925720
	Iteration 0F: 2 clusters Score -49490.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -48429.066406 Penalty: 661.851440
	Iteration 0F: 3 clusters Score -48429.07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -48803.519531 Penalty: 661.851440
	Iteration 1F: 3 clusters Score -48803.52 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -48909.449219 Penalty: 661.851440
	Iteration 2F: 3 clusters Score -48909.45 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -49007.925781 Penalty: 661.851440
	Iteration 3F: 3 clusters Score -49007.93 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -49079.359375 Penalty: 661.851440
	Iteration 4F: 3 clusters Score -49079.36 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -49139.355469 Penalty: 661.851440
	Iteration 5Q: 3 clusters Score -49139.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -49167.125000 Penalty: 661.851440
	Iteration 6Q: 3 clusters Score -49167.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -49180.058594 Penalty: 661.851440
	Iteration 7Q: 3 clusters Score -49180.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -49192.792969 Penalty: 661.851440
	Iteration 8Q: 3 clusters Score -49192.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -49206.812500 Penalty: 661.851440
	Iteration 9Q: 3 clusters Score -49206.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -49219.906250 Penalty: 661.851440
	Iteration 10Q: 3 clusters Score -49219.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -49232.519531 Penalty: 661.851440
	Iteration 11Q: 3 clusters Score -49232.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -49244.953125 Penalty: 661.851440
	Iteration 12Q: 3 clusters Score -49244.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -49259.500000 Penalty: 661.851440
	Iteration 13Q: 3 clusters Score -49259.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -49268.222656 Penalty: 661.851440
	Iteration 14Q: 3 clusters Score -49268.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -49272.957031 Penalty: 661.851440
	Iteration 15Q: 3 clusters Score -49272.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -49275.699219 Penalty: 661.851440
	Iteration 16Q: 3 clusters Score -49275.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -49278.691406 Penalty: 661.851440
	Iteration 17Q: 3 clusters Score -49278.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -49281.539062 Penalty: 661.851440
	Iteration 18Q: 3 clusters Score -49281.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -49284.281250 Penalty: 661.851440
	Iteration 19Q: 3 clusters Score -49284.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -49284.453125 Penalty: 661.851440
	Iteration 20F: 3 clusters Score -49284.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Entering Unmasked Estep 
Score: -57360.488281 Penalty: 335.744873
	Iteration 0F: 2 clusters Score -57360.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -56159.902344 Penalty: 671.489746
	Iteration 0F: 3 clusters Score -56159.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -56626.066406 Penalty: 671.489746
	Iteration 1F: 3 clusters Score -56626.07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -56801.429688 Penalty: 671.489746
	Iteration 2F: 3 clusters Score -56801.43 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -56984.917969 Penalty: 671.489746
	Iteration 3F: 3 clusters Score -56984.92 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -57093.843750 Penalty: 671.489746
	Iteration 4F: 3 clusters Score -57093.84 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -57145.382812 Penalty: 671.489746
	Iteration 5Q: 3 clusters Score -57145.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -57172.695312 Penalty: 671.489746
	Iteration 6Q: 3 clusters Score -57172.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -57196.664062 Penalty: 671.489746
	Iteration 7Q: 3 clusters Score -57196.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -57214.070312 Penalty: 671.489746
	Iteration 8Q: 3 clusters Score -57214.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -57229.839844 Penalty: 671.489746
	Iteration 9Q: 3 clusters Score -57229.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -57240.746094 Penalty: 671.489746
	Iteration 10Q: 3 clusters Score -57240.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -57256.074219 Penalty: 671.489746
	Iteration 11Q: 3 clusters Score -57256.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -57272.855469 Penalty: 671.489746
	Iteration 12Q: 3 clusters Score -57272.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -57277.859375 Penalty: 671.489746
	Iteration 13Q: 3 clusters Score -57277.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -57280.601562 Penalty: 671.489746
	Iteration 14Q: 3 clusters Score -57280.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -57285.386719 Penalty: 671.489746
	Iteration 15Q: 3 clusters Score -57285.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -57290.082031 Penalty: 671.489746
	Iteration 16Q: 3 clusters Score -57290.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -57295.816406 Penalty: 671.489746
	Iteration 17Q: 3 clusters Score -57295.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -57298.121094 Penalty: 671.489746
	Iteration 18Q: 3 clusters Score -57298.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -57298.542969 Penalty: 671.489746
	Iteration 19Q: 3 clusters Score -57298.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -57299.230469 Penalty: 671.489746
	Iteration 20F: 3 clusters Score -57299.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -57299.492188 Penalty: 671.489746
	Iteration 21Q: 3 clusters Score -57299.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -57299.492188 Penalty: 671.489746
	Iteration 22F: 3 clusters Score -57299.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Entering Unmasked Estep 
Score: -63692.343750 Penalty: 335.086884
	Iteration 0F: 2 clusters Score -63692.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -62568.515625 Penalty: 670.173767
	Iteration 0F: 3 clusters Score -62568.52 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -62979.421875 Penalty: 670.173767
	Iteration 1F: 3 clusters Score -62979.42 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -63089.265625 Penalty: 670.173767
	Iteration 2F: 3 clusters Score -63089.27 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -63166.898438 Penalty: 670.173767
	Iteration 3F: 3 clusters Score -63166.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -63199.757812 Penalty: 670.173767
	Iteration 4Q: 3 clusters Score -63199.76 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -63222.699219 Penalty: 670.173767
	Iteration 5Q: 3 clusters Score -63222.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -63236.617188 Penalty: 670.173767
	Iteration 6Q: 3 clusters Score -63236.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -63245.019531 Penalty: 670.173767
	Iteration 7Q: 3 clusters Score -63245.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -63253.472656 Penalty: 670.173767
	Iteration 8Q: 3 clusters Score -63253.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -63265.261719 Penalty: 670.173767
	Iteration 9Q: 3 clusters Score -63265.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -63272.066406 Penalty: 670.173767
	Iteration 10Q: 3 clusters Score -63272.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -63278.351562 Penalty: 670.173767
	Iteration 11Q: 3 clusters Score -63278.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -63282.742188 Penalty: 670.173767
	Iteration 12Q: 3 clusters Score -63282.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -63285.273438 Penalty: 670.173767
	Iteration 13Q: 3 clusters Score -63285.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -63288.578125 Penalty: 670.173767
	Iteration 14Q: 3 clusters Score -63288.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -63290.585938 Penalty: 670.173767
	Iteration 15Q: 3 clusters Score -63290.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -63292.574219 Penalty: 670.173767
	Iteration 16Q: 3 clusters Score -63292.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -63294.195312 Penalty: 670.173767
	Iteration 17Q: 3 clusters Score -63294.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -63296.003906 Penalty: 670.173767
	Iteration 18Q: 3 clusters Score -63296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -63297.449219 Penalty: 670.173767
	Iteration 19Q: 3 clusters Score -63297.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -63299.804688 Penalty: 670.173767
	Iteration 20F: 3 clusters Score -63299.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -63301.277344 Penalty: 670.173767
	Iteration 21Q: 3 clusters Score -63301.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -63303.269531 Penalty: 670.173767
	Iteration 22Q: 3 clusters Score -63303.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -63305.582031 Penalty: 670.173767
	Iteration 23Q: 3 clusters Score -63305.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -63308.011719 Penalty: 670.173767
	Iteration 24Q: 3 clusters Score -63308.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -63309.156250 Penalty: 670.173767
	Iteration 25Q: 3 clusters Score -63309.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -63310.574219 Penalty: 670.173767
	Iteration 26Q: 3 clusters Score -63310.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -63313.121094 Penalty: 670.173767
	Iteration 27Q: 3 clusters Score -63313.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -63316.679688 Penalty: 670.173767
	Iteration 28Q: 3 clusters Score -63316.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -63317.898438 Penalty: 670.173767
	Iteration 29Q: 3 clusters Score -63317.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -63319.132812 Penalty: 670.173767
	Iteration 30Q: 3 clusters Score -63319.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -63320.996094 Penalty: 670.173767
	Iteration 31Q: 3 clusters Score -63321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -63322.707031 Penalty: 670.173767
	Iteration 32Q: 3 clusters Score -63322.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -63324.781250 Penalty: 670.173767
	Iteration 33Q: 3 clusters Score -63324.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -63326.757812 Penalty: 670.173767
	Iteration 34Q: 3 clusters Score -63326.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -63328.878906 Penalty: 670.173767
	Iteration 35Q: 3 clusters Score -63328.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -63331.316406 Penalty: 670.173767
	Iteration 36Q: 3 clusters Score -63331.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -63333.058594 Penalty: 670.173767
	Iteration 37Q: 3 clusters Score -63333.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -63334.554688 Penalty: 670.173767
	Iteration 38Q: 3 clusters Score -63334.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -63336.062500 Penalty: 670.173767
	Iteration 39Q: 3 clusters Score -63336.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -63338.246094 Penalty: 670.173767
	Iteration 40F: 3 clusters Score -63338.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -63339.710938 Penalty: 670.173767
	Iteration 41Q: 3 clusters Score -63339.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -63341.191406 Penalty: 670.173767
	Iteration 42Q: 3 clusters Score -63341.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -63343.617188 Penalty: 670.173767
	Iteration 43Q: 3 clusters Score -63343.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -63344.914062 Penalty: 670.173767
	Iteration 44Q: 3 clusters Score -63344.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -63347.722656 Penalty: 670.173767
	Iteration 45Q: 3 clusters Score -63347.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -63351.464844 Penalty: 670.173767
	Iteration 46Q: 3 clusters Score -63351.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -63358.585938 Penalty: 670.173767
	Iteration 47Q: 3 clusters Score -63358.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -63366.199219 Penalty: 670.173767
	Iteration 48Q: 3 clusters Score -63366.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -63371.558594 Penalty: 670.173767
	Iteration 49Q: 3 clusters Score -63371.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -63373.312500 Penalty: 670.173767
	Iteration 50Q: 3 clusters Score -63373.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -63375.253906 Penalty: 670.173767
	Iteration 51Q: 3 clusters Score -63375.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -63378.761719 Penalty: 670.173767
	Iteration 52Q: 3 clusters Score -63378.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -63381.972656 Penalty: 670.173767
	Iteration 53Q: 3 clusters Score -63381.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -63384.980469 Penalty: 670.173767
	Iteration 54Q: 3 clusters Score -63384.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -63388.398438 Penalty: 670.173767
	Iteration 55Q: 3 clusters Score -63388.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -63391.222656 Penalty: 670.173767
	Iteration 56Q: 3 clusters Score -63391.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -63393.980469 Penalty: 670.173767
	Iteration 57Q: 3 clusters Score -63393.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -63397.226562 Penalty: 670.173767
	Iteration 58Q: 3 clusters Score -63397.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -63399.269531 Penalty: 670.173767
	Iteration 59Q: 3 clusters Score -63399.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -63401.039062 Penalty: 670.173767
	Iteration 60F: 3 clusters Score -63401.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -63402.851562 Penalty: 670.173767
	Iteration 61Q: 3 clusters Score -63402.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -63406.308594 Penalty: 670.173767
	Iteration 62Q: 3 clusters Score -63406.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -63409.503906 Penalty: 670.173767
	Iteration 63Q: 3 clusters Score -63409.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -63410.757812 Penalty: 670.173767
	Iteration 64Q: 3 clusters Score -63410.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -63411.882812 Penalty: 670.173767
	Iteration 65Q: 3 clusters Score -63411.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -63414.269531 Penalty: 670.173767
	Iteration 66Q: 3 clusters Score -63414.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -63415.910156 Penalty: 670.173767
	Iteration 67Q: 3 clusters Score -63415.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -63417.082031 Penalty: 670.173767
	Iteration 68Q: 3 clusters Score -63417.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -63419.367188 Penalty: 670.173767
	Iteration 69Q: 3 clusters Score -63419.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -63421.816406 Penalty: 670.173767
	Iteration 70Q: 3 clusters Score -63421.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -63424.886719 Penalty: 670.173767
	Iteration 71Q: 3 clusters Score -63424.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -63425.714844 Penalty: 670.173767
	Iteration 72Q: 3 clusters Score -63425.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -63426.253906 Penalty: 670.173767
	Iteration 73Q: 3 clusters Score -63426.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -63426.253906 Penalty: 670.173767
	Iteration 74F: 3 clusters Score -63426.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Entering Unmasked Estep 
Score: -1014008.125000 Penalty: 463.433533
	Iteration 0F: 2 clusters Score -1014008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -996221.875000 Penalty: 926.867065
	Iteration 0F: 3 clusters Score -996221.9 nChanged 12712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1004477.250000 Penalty: 926.867065
	Iteration 1F: 3 clusters Score -1004477 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1005158.687500 Penalty: 926.867065
	Iteration 2F: 3 clusters Score -1005159 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1005916.187500 Penalty: 926.867065
	Iteration 3F: 3 clusters Score -1005916 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1006780.500000 Penalty: 926.867065
	Iteration 4F: 3 clusters Score -1006780 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1007729.000000 Penalty: 926.867065
	Iteration 5F: 3 clusters Score -1007729 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1008648.500000 Penalty: 926.867065
	Iteration 6F: 3 clusters Score -1008648 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1009354.375000 Penalty: 926.867065
	Iteration 7Q: 3 clusters Score -1009354 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1009754.437500 Penalty: 926.867065
	Iteration 8Q: 3 clusters Score -1009754 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1009967.500000 Penalty: 926.867065
	Iteration 9Q: 3 clusters Score -1009968 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -1010087.562500 Penalty: 926.867065
	Iteration 10Q: 3 clusters Score -1010088 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -1010194.875000 Penalty: 926.867065
	Iteration 11Q: 3 clusters Score -1010195 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -1010318.437500 Penalty: 926.867065
	Iteration 12Q: 3 clusters Score -1010318 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -1010454.500000 Penalty: 926.867065
	Iteration 13Q: 3 clusters Score -1010454 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -1010594.812500 Penalty: 926.867065
	Iteration 14Q: 3 clusters Score -1010595 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -1010751.687500 Penalty: 926.867065
	Iteration 15Q: 3 clusters Score -1010752 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -1010948.437500 Penalty: 926.867065
	Iteration 16Q: 3 clusters Score -1010948 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -1011183.000000 Penalty: 926.867065
	Iteration 17Q: 3 clusters Score -1011183 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -1011468.187500 Penalty: 926.867065
	Iteration 18Q: 3 clusters Score -1011468 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -1011798.187500 Penalty: 926.867065
	Iteration 19Q: 3 clusters Score -1011798 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -1012147.312500 Penalty: 926.867065
	Iteration 20F: 3 clusters Score -1012147 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -1012442.375000 Penalty: 926.867065
	Iteration 21Q: 3 clusters Score -1012442 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -1012643.125000 Penalty: 926.867065
	Iteration 22Q: 3 clusters Score -1012643 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -1012781.062500 Penalty: 926.867065
	Iteration 23Q: 3 clusters Score -1012781 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -1012892.000000 Penalty: 926.867065
	Iteration 24Q: 3 clusters Score -1012892 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -1012951.062500 Penalty: 926.867065
	Iteration 25Q: 3 clusters Score -1012951 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -1013008.687500 Penalty: 926.867065
	Iteration 26Q: 3 clusters Score -1013009 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -1013044.687500 Penalty: 926.867065
	Iteration 27Q: 3 clusters Score -1013045 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -1013078.500000 Penalty: 926.867065
	Iteration 28Q: 3 clusters Score -1013078 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -1013112.000000 Penalty: 926.867065
	Iteration 29Q: 3 clusters Score -1013112 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -1013130.125000 Penalty: 926.867065
	Iteration 30Q: 3 clusters Score -1013130 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -1013151.125000 Penalty: 926.867065
	Iteration 31Q: 3 clusters Score -1013151 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -1013171.187500 Penalty: 926.867065
	Iteration 32Q: 3 clusters Score -1013171 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -1013182.625000 Penalty: 926.867065
	Iteration 33Q: 3 clusters Score -1013183 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -1013197.437500 Penalty: 926.867065
	Iteration 34Q: 3 clusters Score -1013197 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -1013213.812500 Penalty: 926.867065
	Iteration 35Q: 3 clusters Score -1013214 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -1013229.125000 Penalty: 926.867065
	Iteration 36Q: 3 clusters Score -1013229 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -1013237.562500 Penalty: 926.867065
	Iteration 37Q: 3 clusters Score -1013238 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -1013250.562500 Penalty: 926.867065
	Iteration 38Q: 3 clusters Score -1013251 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -1013266.937500 Penalty: 926.867065
	Iteration 39Q: 3 clusters Score -1013267 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -1013289.500000 Penalty: 926.867065
	Iteration 40F: 3 clusters Score -1013290 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -1013308.625000 Penalty: 926.867065
	Iteration 41Q: 3 clusters Score -1013309 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -1013327.000000 Penalty: 926.867065
	Iteration 42Q: 3 clusters Score -1013327 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -1013350.562500 Penalty: 926.867065
	Iteration 43Q: 3 clusters Score -1013351 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -1013383.375000 Penalty: 926.867065
	Iteration 44Q: 3 clusters Score -1013383 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -1013414.937500 Penalty: 926.867065
	Iteration 45Q: 3 clusters Score -1013415 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -1013432.250000 Penalty: 926.867065
	Iteration 46Q: 3 clusters Score -1013432 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -1013460.812500 Penalty: 926.867065
	Iteration 47Q: 3 clusters Score -1013461 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -1013485.437500 Penalty: 926.867065
	Iteration 48Q: 3 clusters Score -1013485 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -1013504.812500 Penalty: 926.867065
	Iteration 49Q: 3 clusters Score -1013505 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -1013525.500000 Penalty: 926.867065
	Iteration 50Q: 3 clusters Score -1013526 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -1013538.937500 Penalty: 926.867065
	Iteration 51Q: 3 clusters Score -1013539 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -1013563.750000 Penalty: 926.867065
	Iteration 52Q: 3 clusters Score -1013564 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -1013579.437500 Penalty: 926.867065
	Iteration 53Q: 3 clusters Score -1013579 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -1013595.000000 Penalty: 926.867065
	Iteration 54Q: 3 clusters Score -1013595 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -1013615.062500 Penalty: 926.867065
	Iteration 55Q: 3 clusters Score -1013615 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -1013622.750000 Penalty: 926.867065
	Iteration 56Q: 3 clusters Score -1013623 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -1013636.875000 Penalty: 926.867065
	Iteration 57Q: 3 clusters Score -1013637 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -1013653.187500 Penalty: 926.867065
	Iteration 58Q: 3 clusters Score -1013653 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -1013668.687500 Penalty: 926.867065
	Iteration 59Q: 3 clusters Score -1013669 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -1013681.687500 Penalty: 926.867065
	Iteration 60F: 3 clusters Score -1013682 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -1013705.750000 Penalty: 926.867065
	Iteration 61Q: 3 clusters Score -1013706 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -1013724.500000 Penalty: 926.867065
	Iteration 62Q: 3 clusters Score -1013724 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -1013737.375000 Penalty: 926.867065
	Iteration 63Q: 3 clusters Score -1013737 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -1013746.000000 Penalty: 926.867065
	Iteration 64Q: 3 clusters Score -1013746 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -1013758.812500 Penalty: 926.867065
	Iteration 65Q: 3 clusters Score -1013759 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -1013772.000000 Penalty: 926.867065
	Iteration 66Q: 3 clusters Score -1013772 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -1013778.312500 Penalty: 926.867065
	Iteration 67Q: 3 clusters Score -1013778 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -1013792.812500 Penalty: 926.867065
	Iteration 68Q: 3 clusters Score -1013793 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -1013800.500000 Penalty: 926.867065
	Iteration 69Q: 3 clusters Score -1013800 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -1013804.375000 Penalty: 926.867065
	Iteration 70Q: 3 clusters Score -1013804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -1013813.625000 Penalty: 926.867065
	Iteration 71Q: 3 clusters Score -1013814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -1013823.562500 Penalty: 926.867065
	Iteration 72Q: 3 clusters Score -1013824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -1013830.375000 Penalty: 926.867065
	Iteration 73Q: 3 clusters Score -1013830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -1013830.375000 Penalty: 926.867065
	Iteration 74Q: 3 clusters Score -1013830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -1013834.125000 Penalty: 926.867065
	Iteration 75Q: 3 clusters Score -1013834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -1013839.750000 Penalty: 926.867065
	Iteration 76Q: 3 clusters Score -1013840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -1013842.375000 Penalty: 926.867065
	Iteration 77Q: 3 clusters Score -1013842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -1013846.312500 Penalty: 926.867065
	Iteration 78Q: 3 clusters Score -1013846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -1013850.437500 Penalty: 926.867065
	Iteration 79Q: 3 clusters Score -1013850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -1013849.625000 Penalty: 926.867065
	Iteration 80F: 3 clusters Score -1013850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -1013853.687500 Penalty: 926.867065
	Iteration 81Q: 3 clusters Score -1013854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -1013856.500000 Penalty: 926.867065
	Iteration 82Q: 3 clusters Score -1013856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -1013856.062500 Penalty: 926.867065
	Iteration 83Q: 3 clusters Score -1013856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -1013860.000000 Penalty: 926.867065
	Iteration 84Q: 3 clusters Score -1013860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -1013863.062500 Penalty: 926.867065
	Iteration 85Q: 3 clusters Score -1013863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -1013861.687500 Penalty: 926.867065
	Iteration 86Q: 3 clusters Score -1013862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -1013863.500000 Penalty: 926.867065
	Iteration 87Q: 3 clusters Score -1013864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -1013864.625000 Penalty: 926.867065
	Iteration 88Q: 3 clusters Score -1013865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -1013867.625000 Penalty: 926.867065
	Iteration 89Q: 3 clusters Score -1013868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -1013870.500000 Penalty: 926.867065
	Iteration 90Q: 3 clusters Score -1013870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -1013873.250000 Penalty: 926.867065
	Iteration 91Q: 3 clusters Score -1013873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -1013872.812500 Penalty: 926.867065
	Iteration 92Q: 3 clusters Score -1013873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -1013875.375000 Penalty: 926.867065
	Iteration 93Q: 3 clusters Score -1013875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -1013877.562500 Penalty: 926.867065
	Iteration 94Q: 3 clusters Score -1013878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -1013879.750000 Penalty: 926.867065
	Iteration 95Q: 3 clusters Score -1013880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -1013881.812500 Penalty: 926.867065
	Iteration 96Q: 3 clusters Score -1013882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -1013882.687500 Penalty: 926.867065
	Iteration 97Q: 3 clusters Score -1013883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -1013887.750000 Penalty: 926.867065
	Iteration 98Q: 3 clusters Score -1013888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -1013886.312500 Penalty: 926.867065
	Iteration 99Q: 3 clusters Score -1013886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -1013886.875000 Penalty: 926.867065
	Iteration 100F: 3 clusters Score -1013887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -1013890.375000 Penalty: 926.867065
	Iteration 101Q: 3 clusters Score -1013890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -1013890.437500 Penalty: 926.867065
	Iteration 102Q: 3 clusters Score -1013890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -1013891.687500 Penalty: 926.867065
	Iteration 103Q: 3 clusters Score -1013892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -1013889.812500 Penalty: 926.867065
	Iteration 104Q: 3 clusters Score -1013890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -1013890.187500 Penalty: 926.867065
	Iteration 105Q: 3 clusters Score -1013890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -1013893.125000 Penalty: 926.867065
	Iteration 106Q: 3 clusters Score -1013893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -1013892.687500 Penalty: 926.867065
	Iteration 107Q: 3 clusters Score -1013893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -1013894.000000 Penalty: 926.867065
	Iteration 108Q: 3 clusters Score -1013894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -1013893.500000 Penalty: 926.867065
	Iteration 109Q: 3 clusters Score -1013894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -1013894.125000 Penalty: 926.867065
	Iteration 110Q: 3 clusters Score -1013894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -1013894.500000 Penalty: 926.867065
	Iteration 111Q: 3 clusters Score -1013894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -1013894.937500 Penalty: 926.867065
	Iteration 112Q: 3 clusters Score -1013895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -1013893.937500 Penalty: 926.867065
	Iteration 113Q: 3 clusters Score -1013894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -1013893.312500 Penalty: 926.867065
	Iteration 114Q: 3 clusters Score -1013893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -1013894.187500 Penalty: 926.867065
	Iteration 115Q: 3 clusters Score -1013894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -1013894.187500 Penalty: 926.867065
	Iteration 116F: 3 clusters Score -1013894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Entering Unmasked Estep 
Score: -115919.335938 Penalty: 363.924255
	Iteration 0F: 2 clusters Score -115919.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -113875.531250 Penalty: 727.848511
	Iteration 0F: 3 clusters Score -113875.5 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -114630.218750 Penalty: 727.848511
	Iteration 1F: 3 clusters Score -114630.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -114725.195312 Penalty: 727.848511
	Iteration 2F: 3 clusters Score -114725.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -114817.921875 Penalty: 727.848511
	Iteration 3F: 3 clusters Score -114817.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -114903.625000 Penalty: 727.848511
	Iteration 4F: 3 clusters Score -114903.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -114989.539062 Penalty: 727.848511
	Iteration 5Q: 3 clusters Score -114989.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -115102.960938 Penalty: 727.848511
	Iteration 6Q: 3 clusters Score -115103 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -115222.664062 Penalty: 727.848511
	Iteration 7Q: 3 clusters Score -115222.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -115328.882812 Penalty: 727.848511
	Iteration 8Q: 3 clusters Score -115328.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -115395.015625 Penalty: 727.848511
	Iteration 9Q: 3 clusters Score -115395 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -115450.195312 Penalty: 727.848511
	Iteration 10Q: 3 clusters Score -115450.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -115491.039062 Penalty: 727.848511
	Iteration 11Q: 3 clusters Score -115491 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -115526.335938 Penalty: 727.848511
	Iteration 12Q: 3 clusters Score -115526.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -115556.093750 Penalty: 727.848511
	Iteration 13Q: 3 clusters Score -115556.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -115575.945312 Penalty: 727.848511
	Iteration 14Q: 3 clusters Score -115575.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -115584.585938 Penalty: 727.848511
	Iteration 15Q: 3 clusters Score -115584.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -115591.679688 Penalty: 727.848511
	Iteration 16Q: 3 clusters Score -115591.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -115597.382812 Penalty: 727.848511
	Iteration 17Q: 3 clusters Score -115597.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -115601.234375 Penalty: 727.848511
	Iteration 18Q: 3 clusters Score -115601.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -115604.460938 Penalty: 727.848511
	Iteration 19Q: 3 clusters Score -115604.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -115608.046875 Penalty: 727.848511
	Iteration 20F: 3 clusters Score -115608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -115611.531250 Penalty: 727.848511
	Iteration 21Q: 3 clusters Score -115611.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -115616.109375 Penalty: 727.848511
	Iteration 22Q: 3 clusters Score -115616.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -115621.390625 Penalty: 727.848511
	Iteration 23Q: 3 clusters Score -115621.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -115624.617188 Penalty: 727.848511
	Iteration 24Q: 3 clusters Score -115624.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -115626.070312 Penalty: 727.848511
	Iteration 25Q: 3 clusters Score -115626.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -115626.453125 Penalty: 727.848511
	Iteration 26Q: 3 clusters Score -115626.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -115627.250000 Penalty: 727.848511
	Iteration 27Q: 3 clusters Score -115627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -115627.179688 Penalty: 727.848511
	Iteration 28Q: 3 clusters Score -115627.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -115627.632812 Penalty: 727.848511
	Iteration 29Q: 3 clusters Score -115627.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -115628.460938 Penalty: 727.848511
	Iteration 30Q: 3 clusters Score -115628.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -115629.367188 Penalty: 727.848511
	Iteration 31Q: 3 clusters Score -115629.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -115631.257812 Penalty: 727.848511
	Iteration 32Q: 3 clusters Score -115631.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -115632.703125 Penalty: 727.848511
	Iteration 33Q: 3 clusters Score -115632.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -115633.718750 Penalty: 727.848511
	Iteration 34Q: 3 clusters Score -115633.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -115634.320312 Penalty: 727.848511
	Iteration 35Q: 3 clusters Score -115634.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -115634.734375 Penalty: 727.848511
	Iteration 36Q: 3 clusters Score -115634.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -115635.289062 Penalty: 727.848511
	Iteration 37Q: 3 clusters Score -115635.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -115635.679688 Penalty: 727.848511
	Iteration 38Q: 3 clusters Score -115635.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -115636.070312 Penalty: 727.848511
	Iteration 39Q: 3 clusters Score -115636.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -115636.445312 Penalty: 727.848511
	Iteration 40F: 3 clusters Score -115636.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -115636.929688 Penalty: 727.848511
	Iteration 41Q: 3 clusters Score -115636.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -115637.445312 Penalty: 727.848511
	Iteration 42Q: 3 clusters Score -115637.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -115637.789062 Penalty: 727.848511
	Iteration 43Q: 3 clusters Score -115637.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -115637.898438 Penalty: 727.848511
	Iteration 44Q: 3 clusters Score -115637.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -115637.898438 Penalty: 727.848511
	Iteration 45F: 3 clusters Score -115637.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Entering Unmasked Estep 
Score: -140537.531250 Penalty: 371.730591
	Iteration 0F: 2 clusters Score -140537.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -138096.250000 Penalty: 743.461182
	Iteration 0F: 3 clusters Score -138096.2 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -138990.671875 Penalty: 743.461182
	Iteration 1F: 3 clusters Score -138990.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -139143.781250 Penalty: 743.461182
	Iteration 2F: 3 clusters Score -139143.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -139293.906250 Penalty: 743.461182
	Iteration 3F: 3 clusters Score -139293.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -139447.390625 Penalty: 743.461182
	Iteration 4F: 3 clusters Score -139447.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -139638.625000 Penalty: 743.461182
	Iteration 5F: 3 clusters Score -139638.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -139805.562500 Penalty: 743.461182
	Iteration 6F: 3 clusters Score -139805.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -139945.250000 Penalty: 743.461182
	Iteration 7Q: 3 clusters Score -139945.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -140085.171875 Penalty: 743.461182
	Iteration 8Q: 3 clusters Score -140085.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -140201.625000 Penalty: 743.461182
	Iteration 9Q: 3 clusters Score -140201.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -140307.359375 Penalty: 743.461182
	Iteration 10Q: 3 clusters Score -140307.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -140385.093750 Penalty: 743.461182
	Iteration 11Q: 3 clusters Score -140385.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -140433.843750 Penalty: 743.461182
	Iteration 12Q: 3 clusters Score -140433.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -140459.062500 Penalty: 743.461182
	Iteration 13Q: 3 clusters Score -140459.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -140474.562500 Penalty: 743.461182
	Iteration 14Q: 3 clusters Score -140474.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -140485.093750 Penalty: 743.461182
	Iteration 15Q: 3 clusters Score -140485.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -140490.937500 Penalty: 743.461182
	Iteration 16Q: 3 clusters Score -140490.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -140493.312500 Penalty: 743.461182
	Iteration 17Q: 3 clusters Score -140493.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -140496.015625 Penalty: 743.461182
	Iteration 18Q: 3 clusters Score -140496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -140498.093750 Penalty: 743.461182
	Iteration 19Q: 3 clusters Score -140498.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -140499.000000 Penalty: 743.461182
	Iteration 20F: 3 clusters Score -140499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -140499.515625 Penalty: 743.461182
	Iteration 21Q: 3 clusters Score -140499.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -140499.968750 Penalty: 743.461182
	Iteration 22Q: 3 clusters Score -140500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -140499.890625 Penalty: 743.461182
	Iteration 23Q: 3 clusters Score -140499.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -140500.062500 Penalty: 743.461182
	Iteration 24Q: 3 clusters Score -140500.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -140500.062500 Penalty: 743.461182
	Iteration 25F: 3 clusters Score -140500.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Entering Unmasked Estep 
Score: -524967.812500 Penalty: 430.031647
	Iteration 0F: 2 clusters Score -524967.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -516510.250000 Penalty: 860.063293
	Iteration 0F: 3 clusters Score -516510.2 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -519911.687500 Penalty: 860.063293
	Iteration 1F: 3 clusters Score -519911.7 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -520235.625000 Penalty: 860.063293
	Iteration 2F: 3 clusters Score -520235.6 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -520614.250000 Penalty: 860.063293
	Iteration 3F: 3 clusters Score -520614.2 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -521080.218750 Penalty: 860.063293
	Iteration 4F: 3 clusters Score -521080.2 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -521591.500000 Penalty: 860.063293
	Iteration 5F: 3 clusters Score -521591.5 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -522126.687500 Penalty: 860.063293
	Iteration 6F: 3 clusters Score -522126.7 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -522746.343750 Penalty: 860.063293
	Iteration 7F: 3 clusters Score -522746.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -523281.156250 Penalty: 860.063293
	Iteration 8F: 3 clusters Score -523281.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -523676.281250 Penalty: 860.063293
	Iteration 9Q: 3 clusters Score -523676.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -523930.562500 Penalty: 860.063293
	Iteration 10Q: 3 clusters Score -523930.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -524058.281250 Penalty: 860.063293
	Iteration 11Q: 3 clusters Score -524058.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -524120.000000 Penalty: 860.063293
	Iteration 12Q: 3 clusters Score -524120 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -524151.187500 Penalty: 860.063293
	Iteration 13Q: 3 clusters Score -524151.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -524166.687500 Penalty: 860.063293
	Iteration 14Q: 3 clusters Score -524166.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -524179.968750 Penalty: 860.063293
	Iteration 15Q: 3 clusters Score -524180 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -524190.687500 Penalty: 860.063293
	Iteration 16Q: 3 clusters Score -524190.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -524197.843750 Penalty: 860.063293
	Iteration 17Q: 3 clusters Score -524197.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -524206.125000 Penalty: 860.063293
	Iteration 18Q: 3 clusters Score -524206.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -524214.750000 Penalty: 860.063293
	Iteration 19Q: 3 clusters Score -524214.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -524219.468750 Penalty: 860.063293
	Iteration 20F: 3 clusters Score -524219.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -524226.468750 Penalty: 860.063293
	Iteration 21Q: 3 clusters Score -524226.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -524234.562500 Penalty: 860.063293
	Iteration 22Q: 3 clusters Score -524234.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -524240.062500 Penalty: 860.063293
	Iteration 23Q: 3 clusters Score -524240.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -524244.031250 Penalty: 860.063293
	Iteration 24Q: 3 clusters Score -524244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -524247.437500 Penalty: 860.063293
	Iteration 25Q: 3 clusters Score -524247.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -524250.625000 Penalty: 860.063293
	Iteration 26Q: 3 clusters Score -524250.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -524252.281250 Penalty: 860.063293
	Iteration 27Q: 3 clusters Score -524252.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -524253.812500 Penalty: 860.063293
	Iteration 28Q: 3 clusters Score -524253.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -524255.406250 Penalty: 860.063293
	Iteration 29Q: 3 clusters Score -524255.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -524256.218750 Penalty: 860.063293
	Iteration 30Q: 3 clusters Score -524256.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -524256.812500 Penalty: 860.063293
	Iteration 31Q: 3 clusters Score -524256.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -524257.312500 Penalty: 860.063293
	Iteration 32Q: 3 clusters Score -524257.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -524258.375000 Penalty: 860.063293
	Iteration 33Q: 3 clusters Score -524258.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -524258.468750 Penalty: 860.063293
	Iteration 34Q: 3 clusters Score -524258.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -524258.875000 Penalty: 860.063293
	Iteration 35Q: 3 clusters Score -524258.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -524260.000000 Penalty: 860.063293
	Iteration 36Q: 3 clusters Score -524260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -524260.937500 Penalty: 860.063293
	Iteration 37Q: 3 clusters Score -524260.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -524260.843750 Penalty: 860.063293
	Iteration 38Q: 3 clusters Score -524260.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -524261.906250 Penalty: 860.063293
	Iteration 39Q: 3 clusters Score -524261.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -524261.218750 Penalty: 860.063293
	Iteration 40F: 3 clusters Score -524261.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -524261.406250 Penalty: 860.063293
	Iteration 41Q: 3 clusters Score -524261.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -524261.843750 Penalty: 860.063293
	Iteration 42Q: 3 clusters Score -524261.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -524262.000000 Penalty: 860.063293
	Iteration 43Q: 3 clusters Score -524262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -524262.093750 Penalty: 860.063293
	Iteration 44Q: 3 clusters Score -524262.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -524262.125000 Penalty: 860.063293
	Iteration 45Q: 3 clusters Score -524262.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -524262.593750 Penalty: 860.063293
	Iteration 46Q: 3 clusters Score -524262.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -524262.468750 Penalty: 860.063293
	Iteration 47Q: 3 clusters Score -524262.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -524261.968750 Penalty: 860.063293
	Iteration 48Q: 3 clusters Score -524262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -524262.218750 Penalty: 860.063293
	Iteration 49Q: 3 clusters Score -524262.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -524262.218750 Penalty: 860.063293
	Iteration 50F: 3 clusters Score -524262.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -21393.505859 Penalty: 293.496399
	Iteration 0F: 2 clusters Score -21393.51 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 313 members 
Entering Unmasked Estep 
Score: -20822.091797 Penalty: 586.992798
	Iteration 0F: 3 clusters Score -20822.09 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21043.142578 Penalty: 586.992798
	Iteration 1F: 3 clusters Score -21043.14 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21087.845703 Penalty: 586.992798
	Iteration 2F: 3 clusters Score -21087.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21117.630859 Penalty: 586.992798
	Iteration 3F: 3 clusters Score -21117.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21132.216797 Penalty: 586.992798
	Iteration 4Q: 3 clusters Score -21132.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21137.808594 Penalty: 586.992798
	Iteration 5Q: 3 clusters Score -21137.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21147.744141 Penalty: 586.992798
	Iteration 6Q: 3 clusters Score -21147.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21152.468750 Penalty: 586.992798
	Iteration 7Q: 3 clusters Score -21152.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21159.105469 Penalty: 586.992798
	Iteration 8Q: 3 clusters Score -21159.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21172.462891 Penalty: 586.992798
	Iteration 9Q: 3 clusters Score -21172.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21178.964844 Penalty: 586.992798
	Iteration 10Q: 3 clusters Score -21178.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21179.753906 Penalty: 586.992798
	Iteration 11Q: 3 clusters Score -21179.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21180.154297 Penalty: 586.992798
	Iteration 12Q: 3 clusters Score -21180.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21180.421875 Penalty: 586.992798
	Iteration 13Q: 3 clusters Score -21180.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21180.421875 Penalty: 586.992798
	Iteration 14F: 3 clusters Score -21180.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Entering Unmasked Estep 
Score: -245804.296875 Penalty: 397.466400
	Iteration 0F: 2 clusters Score -245804.3 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 3116 members 
Entering Unmasked Estep 
Score: -241678.062500 Penalty: 794.932800
	Iteration 0F: 3 clusters Score -241678.1 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -243258.781250 Penalty: 794.932800
	Iteration 1F: 3 clusters Score -243258.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -243498.703125 Penalty: 794.932800
	Iteration 2F: 3 clusters Score -243498.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -243729.812500 Penalty: 794.932800
	Iteration 3F: 3 clusters Score -243729.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -243967.437500 Penalty: 794.932800
	Iteration 4F: 3 clusters Score -243967.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -244179.140625 Penalty: 794.932800
	Iteration 5F: 3 clusters Score -244179.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -244358.734375 Penalty: 794.932800
	Iteration 6Q: 3 clusters Score -244358.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -244545.312500 Penalty: 794.932800
	Iteration 7Q: 3 clusters Score -244545.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -244653.687500 Penalty: 794.932800
	Iteration 8Q: 3 clusters Score -244653.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -244720.296875 Penalty: 794.932800
	Iteration 9Q: 3 clusters Score -244720.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -244759.671875 Penalty: 794.932800
	Iteration 10Q: 3 clusters Score -244759.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -244795.109375 Penalty: 794.932800
	Iteration 11Q: 3 clusters Score -244795.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -244834.968750 Penalty: 794.932800
	Iteration 12Q: 3 clusters Score -244835 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -244864.781250 Penalty: 794.932800
	Iteration 13Q: 3 clusters Score -244864.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -244900.000000 Penalty: 794.932800
	Iteration 14Q: 3 clusters Score -244900 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -244934.843750 Penalty: 794.932800
	Iteration 15Q: 3 clusters Score -244934.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -244968.468750 Penalty: 794.932800
	Iteration 16Q: 3 clusters Score -244968.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -245005.328125 Penalty: 794.932800
	Iteration 17Q: 3 clusters Score -245005.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -245039.562500 Penalty: 794.932800
	Iteration 18Q: 3 clusters Score -245039.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -245071.281250 Penalty: 794.932800
	Iteration 19Q: 3 clusters Score -245071.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -245101.843750 Penalty: 794.932800
	Iteration 20F: 3 clusters Score -245101.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -245125.281250 Penalty: 794.932800
	Iteration 21Q: 3 clusters Score -245125.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -245153.203125 Penalty: 794.932800
	Iteration 22Q: 3 clusters Score -245153.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -245180.265625 Penalty: 794.932800
	Iteration 23Q: 3 clusters Score -245180.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -245202.281250 Penalty: 794.932800
	Iteration 24Q: 3 clusters Score -245202.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -245220.812500 Penalty: 794.932800
	Iteration 25Q: 3 clusters Score -245220.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -245238.843750 Penalty: 794.932800
	Iteration 26Q: 3 clusters Score -245238.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -245261.000000 Penalty: 794.932800
	Iteration 27Q: 3 clusters Score -245261 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -245279.890625 Penalty: 794.932800
	Iteration 28Q: 3 clusters Score -245279.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -245294.421875 Penalty: 794.932800
	Iteration 29Q: 3 clusters Score -245294.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -245311.203125 Penalty: 794.932800
	Iteration 30Q: 3 clusters Score -245311.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -245325.890625 Penalty: 794.932800
	Iteration 31Q: 3 clusters Score -245325.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -245337.796875 Penalty: 794.932800
	Iteration 32Q: 3 clusters Score -245337.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -245350.281250 Penalty: 794.932800
	Iteration 33Q: 3 clusters Score -245350.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -245361.437500 Penalty: 794.932800
	Iteration 34Q: 3 clusters Score -245361.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -245369.312500 Penalty: 794.932800
	Iteration 35Q: 3 clusters Score -245369.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -245376.062500 Penalty: 794.932800
	Iteration 36Q: 3 clusters Score -245376.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -245383.203125 Penalty: 794.932800
	Iteration 37Q: 3 clusters Score -245383.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -245393.375000 Penalty: 794.932800
	Iteration 38Q: 3 clusters Score -245393.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -245398.781250 Penalty: 794.932800
	Iteration 39Q: 3 clusters Score -245398.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -245405.140625 Penalty: 794.932800
	Iteration 40F: 3 clusters Score -245405.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -245412.546875 Penalty: 794.932800
	Iteration 41Q: 3 clusters Score -245412.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -245419.859375 Penalty: 794.932800
	Iteration 42Q: 3 clusters Score -245419.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -245429.390625 Penalty: 794.932800
	Iteration 43Q: 3 clusters Score -245429.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -245437.578125 Penalty: 794.932800
	Iteration 44Q: 3 clusters Score -245437.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -245445.828125 Penalty: 794.932800
	Iteration 45Q: 3 clusters Score -245445.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -245453.203125 Penalty: 794.932800
	Iteration 46Q: 3 clusters Score -245453.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -245458.921875 Penalty: 794.932800
	Iteration 47Q: 3 clusters Score -245458.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -245462.015625 Penalty: 794.932800
	Iteration 48Q: 3 clusters Score -245462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -245464.125000 Penalty: 794.932800
	Iteration 49Q: 3 clusters Score -245464.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -245465.875000 Penalty: 794.932800
	Iteration 50Q: 3 clusters Score -245465.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -245467.265625 Penalty: 794.932800
	Iteration 51Q: 3 clusters Score -245467.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -245468.625000 Penalty: 794.932800
	Iteration 52Q: 3 clusters Score -245468.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -245471.937500 Penalty: 794.932800
	Iteration 53Q: 3 clusters Score -245471.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -245474.578125 Penalty: 794.932800
	Iteration 54Q: 3 clusters Score -245474.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -245480.234375 Penalty: 794.932800
	Iteration 55Q: 3 clusters Score -245480.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -245484.281250 Penalty: 794.932800
	Iteration 56Q: 3 clusters Score -245484.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -245486.218750 Penalty: 794.932800
	Iteration 57Q: 3 clusters Score -245486.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -245487.703125 Penalty: 794.932800
	Iteration 58Q: 3 clusters Score -245487.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -245488.718750 Penalty: 794.932800
	Iteration 59Q: 3 clusters Score -245488.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -245489.703125 Penalty: 794.932800
	Iteration 60F: 3 clusters Score -245489.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -245490.812500 Penalty: 794.932800
	Iteration 61Q: 3 clusters Score -245490.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -245490.546875 Penalty: 794.932800
	Iteration 62Q: 3 clusters Score -245490.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -245490.781250 Penalty: 794.932800
	Iteration 63Q: 3 clusters Score -245490.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -245490.781250 Penalty: 794.932800
	Iteration 64F: 3 clusters Score -245490.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Entering Unmasked Estep 
Score: -175314.750000 Penalty: 382.189087
	Iteration 0F: 2 clusters Score -175314.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -172238.125000 Penalty: 764.378174
	Iteration 0F: 3 clusters Score -172238.1 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -173298.281250 Penalty: 764.378174
	Iteration 1F: 3 clusters Score -173298.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -173458.875000 Penalty: 764.378174
	Iteration 2F: 3 clusters Score -173458.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -173637.093750 Penalty: 764.378174
	Iteration 3F: 3 clusters Score -173637.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -173792.593750 Penalty: 764.378174
	Iteration 4F: 3 clusters Score -173792.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -173960.562500 Penalty: 764.378174
	Iteration 5F: 3 clusters Score -173960.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -174132.578125 Penalty: 764.378174
	Iteration 6F: 3 clusters Score -174132.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -174315.625000 Penalty: 764.378174
	Iteration 7F: 3 clusters Score -174315.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -174417.953125 Penalty: 764.378174
	Iteration 8Q: 3 clusters Score -174418 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -174464.421875 Penalty: 764.378174
	Iteration 9Q: 3 clusters Score -174464.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -174491.875000 Penalty: 764.378174
	Iteration 10Q: 3 clusters Score -174491.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -174510.093750 Penalty: 764.378174
	Iteration 11Q: 3 clusters Score -174510.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -174524.281250 Penalty: 764.378174
	Iteration 12Q: 3 clusters Score -174524.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -174539.609375 Penalty: 764.378174
	Iteration 13Q: 3 clusters Score -174539.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -174551.468750 Penalty: 764.378174
	Iteration 14Q: 3 clusters Score -174551.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -174561.125000 Penalty: 764.378174
	Iteration 15Q: 3 clusters Score -174561.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -174569.062500 Penalty: 764.378174
	Iteration 16Q: 3 clusters Score -174569.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -174574.421875 Penalty: 764.378174
	Iteration 17Q: 3 clusters Score -174574.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -174579.500000 Penalty: 764.378174
	Iteration 18Q: 3 clusters Score -174579.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -174583.875000 Penalty: 764.378174
	Iteration 19Q: 3 clusters Score -174583.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -174587.953125 Penalty: 764.378174
	Iteration 20F: 3 clusters Score -174588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -174590.421875 Penalty: 764.378174
	Iteration 21Q: 3 clusters Score -174590.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -174591.843750 Penalty: 764.378174
	Iteration 22Q: 3 clusters Score -174591.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -174593.765625 Penalty: 764.378174
	Iteration 23Q: 3 clusters Score -174593.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -174597.031250 Penalty: 764.378174
	Iteration 24Q: 3 clusters Score -174597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -174599.265625 Penalty: 764.378174
	Iteration 25Q: 3 clusters Score -174599.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -174602.703125 Penalty: 764.378174
	Iteration 26Q: 3 clusters Score -174602.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -174604.171875 Penalty: 764.378174
	Iteration 27Q: 3 clusters Score -174604.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -174606.265625 Penalty: 764.378174
	Iteration 28Q: 3 clusters Score -174606.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -174608.812500 Penalty: 764.378174
	Iteration 29Q: 3 clusters Score -174608.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -174612.546875 Penalty: 764.378174
	Iteration 30Q: 3 clusters Score -174612.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -174618.125000 Penalty: 764.378174
	Iteration 31Q: 3 clusters Score -174618.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -174623.031250 Penalty: 764.378174
	Iteration 32Q: 3 clusters Score -174623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -174628.234375 Penalty: 764.378174
	Iteration 33Q: 3 clusters Score -174628.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -174637.015625 Penalty: 764.378174
	Iteration 34Q: 3 clusters Score -174637 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -174646.968750 Penalty: 764.378174
	Iteration 35Q: 3 clusters Score -174647 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -174654.484375 Penalty: 764.378174
	Iteration 36Q: 3 clusters Score -174654.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -174662.421875 Penalty: 764.378174
	Iteration 37Q: 3 clusters Score -174662.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -174674.171875 Penalty: 764.378174
	Iteration 38Q: 3 clusters Score -174674.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -174684.359375 Penalty: 764.378174
	Iteration 39Q: 3 clusters Score -174684.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -174700.390625 Penalty: 764.378174
	Iteration 40F: 3 clusters Score -174700.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -174715.937500 Penalty: 764.378174
	Iteration 41Q: 3 clusters Score -174715.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -174734.031250 Penalty: 764.378174
	Iteration 42Q: 3 clusters Score -174734 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -174757.062500 Penalty: 764.378174
	Iteration 43Q: 3 clusters Score -174757.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -174780.046875 Penalty: 764.378174
	Iteration 44Q: 3 clusters Score -174780 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -174801.421875 Penalty: 764.378174
	Iteration 45Q: 3 clusters Score -174801.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -174820.187500 Penalty: 764.378174
	Iteration 46Q: 3 clusters Score -174820.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -174837.578125 Penalty: 764.378174
	Iteration 47Q: 3 clusters Score -174837.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -174854.406250 Penalty: 764.378174
	Iteration 48Q: 3 clusters Score -174854.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -174879.000000 Penalty: 764.378174
	Iteration 49Q: 3 clusters Score -174879 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -174911.531250 Penalty: 764.378174
	Iteration 50Q: 3 clusters Score -174911.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -174942.078125 Penalty: 764.378174
	Iteration 51Q: 3 clusters Score -174942.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -174958.531250 Penalty: 764.378174
	Iteration 52Q: 3 clusters Score -174958.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -174967.125000 Penalty: 764.378174
	Iteration 53Q: 3 clusters Score -174967.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -174972.921875 Penalty: 764.378174
	Iteration 54Q: 3 clusters Score -174972.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -174976.609375 Penalty: 764.378174
	Iteration 55Q: 3 clusters Score -174976.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -174981.078125 Penalty: 764.378174
	Iteration 56Q: 3 clusters Score -174981.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -174984.171875 Penalty: 764.378174
	Iteration 57Q: 3 clusters Score -174984.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -174987.734375 Penalty: 764.378174
	Iteration 58Q: 3 clusters Score -174987.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -174989.375000 Penalty: 764.378174
	Iteration 59Q: 3 clusters Score -174989.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -174992.531250 Penalty: 764.378174
	Iteration 60F: 3 clusters Score -174992.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -174995.343750 Penalty: 764.378174
	Iteration 61Q: 3 clusters Score -174995.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -174999.453125 Penalty: 764.378174
	Iteration 62Q: 3 clusters Score -174999.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -175003.843750 Penalty: 764.378174
	Iteration 63Q: 3 clusters Score -175003.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -175007.093750 Penalty: 764.378174
	Iteration 64Q: 3 clusters Score -175007.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -175009.812500 Penalty: 764.378174
	Iteration 65Q: 3 clusters Score -175009.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -175014.328125 Penalty: 764.378174
	Iteration 66Q: 3 clusters Score -175014.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -175020.265625 Penalty: 764.378174
	Iteration 67Q: 3 clusters Score -175020.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -175024.796875 Penalty: 764.378174
	Iteration 68Q: 3 clusters Score -175024.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -175030.453125 Penalty: 764.378174
	Iteration 69Q: 3 clusters Score -175030.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -175031.937500 Penalty: 764.378174
	Iteration 70Q: 3 clusters Score -175031.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -175033.515625 Penalty: 764.378174
	Iteration 71Q: 3 clusters Score -175033.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -175036.109375 Penalty: 764.378174
	Iteration 72Q: 3 clusters Score -175036.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -175037.406250 Penalty: 764.378174
	Iteration 73Q: 3 clusters Score -175037.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -175037.375000 Penalty: 764.378174
	Iteration 74Q: 3 clusters Score -175037.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -175037.375000 Penalty: 764.378174
	Iteration 75F: 3 clusters Score -175037.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -86588.835938 Penalty: 347.909088
	Iteration 0F: 2 clusters Score -86588.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -85079.875000 Penalty: 695.818176
	Iteration 0F: 3 clusters Score -85079.88 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -85588.507812 Penalty: 695.818176
	Iteration 1F: 3 clusters Score -85588.51 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -85681.453125 Penalty: 695.818176
	Iteration 2F: 3 clusters Score -85681.45 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -85770.265625 Penalty: 695.818176
	Iteration 3F: 3 clusters Score -85770.27 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -85866.578125 Penalty: 695.818176
	Iteration 4F: 3 clusters Score -85866.58 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -85970.843750 Penalty: 695.818176
	Iteration 5F: 3 clusters Score -85970.84 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -86074.343750 Penalty: 695.818176
	Iteration 6F: 3 clusters Score -86074.34 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -86147.429688 Penalty: 695.818176
	Iteration 7Q: 3 clusters Score -86147.43 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -86187.234375 Penalty: 695.818176
	Iteration 8Q: 3 clusters Score -86187.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -86212.687500 Penalty: 695.818176
	Iteration 9Q: 3 clusters Score -86212.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -86226.945312 Penalty: 695.818176
	Iteration 10Q: 3 clusters Score -86226.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -86243.343750 Penalty: 695.818176
	Iteration 11Q: 3 clusters Score -86243.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -86252.851562 Penalty: 695.818176
	Iteration 12Q: 3 clusters Score -86252.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -86258.078125 Penalty: 695.818176
	Iteration 13Q: 3 clusters Score -86258.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -86263.234375 Penalty: 695.818176
	Iteration 14Q: 3 clusters Score -86263.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -86264.523438 Penalty: 695.818176
	Iteration 15Q: 3 clusters Score -86264.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -86265.484375 Penalty: 695.818176
	Iteration 16Q: 3 clusters Score -86265.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -86266.460938 Penalty: 695.818176
	Iteration 17Q: 3 clusters Score -86266.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -86267.507812 Penalty: 695.818176
	Iteration 18Q: 3 clusters Score -86267.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -86268.570312 Penalty: 695.818176
	Iteration 19Q: 3 clusters Score -86268.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -86269.343750 Penalty: 695.818176
	Iteration 20F: 3 clusters Score -86269.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Entering Unmasked Estep 
Score: -106295.937500 Penalty: 357.691071
	Iteration 0F: 2 clusters Score -106295.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -104459.648438 Penalty: 715.382141
	Iteration 0F: 3 clusters Score -104459.6 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -105079.414062 Penalty: 715.382141
	Iteration 1F: 3 clusters Score -105079.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -105156.671875 Penalty: 715.382141
	Iteration 2F: 3 clusters Score -105156.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -105235.757812 Penalty: 715.382141
	Iteration 3F: 3 clusters Score -105235.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -105307.906250 Penalty: 715.382141
	Iteration 4Q: 3 clusters Score -105307.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -105369.585938 Penalty: 715.382141
	Iteration 5Q: 3 clusters Score -105369.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -105426.171875 Penalty: 715.382141
	Iteration 6Q: 3 clusters Score -105426.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -105492.617188 Penalty: 715.382141
	Iteration 7Q: 3 clusters Score -105492.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -105556.695312 Penalty: 715.382141
	Iteration 8Q: 3 clusters Score -105556.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -105634.796875 Penalty: 715.382141
	Iteration 9Q: 3 clusters Score -105634.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -105708.414062 Penalty: 715.382141
	Iteration 10Q: 3 clusters Score -105708.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -105773.000000 Penalty: 715.382141
	Iteration 11Q: 3 clusters Score -105773 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -105823.359375 Penalty: 715.382141
	Iteration 12Q: 3 clusters Score -105823.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -105866.453125 Penalty: 715.382141
	Iteration 13Q: 3 clusters Score -105866.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -105896.851562 Penalty: 715.382141
	Iteration 14Q: 3 clusters Score -105896.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -105921.140625 Penalty: 715.382141
	Iteration 15Q: 3 clusters Score -105921.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -105933.218750 Penalty: 715.382141
	Iteration 16Q: 3 clusters Score -105933.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -105947.289062 Penalty: 715.382141
	Iteration 17Q: 3 clusters Score -105947.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -105963.945312 Penalty: 715.382141
	Iteration 18Q: 3 clusters Score -105963.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -105976.562500 Penalty: 715.382141
	Iteration 19Q: 3 clusters Score -105976.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -105987.734375 Penalty: 715.382141
	Iteration 20F: 3 clusters Score -105987.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -105992.398438 Penalty: 715.382141
	Iteration 21Q: 3 clusters Score -105992.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -105997.656250 Penalty: 715.382141
	Iteration 22Q: 3 clusters Score -105997.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -105998.664062 Penalty: 715.382141
	Iteration 23Q: 3 clusters Score -105998.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -105998.664062 Penalty: 715.382141
	Iteration 24F: 3 clusters Score -105998.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Entering Unmasked Estep 
Score: -1111104.875000 Penalty: 464.721191
	Iteration 0F: 2 clusters Score -1111105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1092822.625000 Penalty: 929.442383
	Iteration 0F: 3 clusters Score -1092823 nChanged 12994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1100668.375000 Penalty: 929.442383
	Iteration 1F: 3 clusters Score -1100668 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1101513.875000 Penalty: 929.442383
	Iteration 2F: 3 clusters Score -1101514 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1102742.625000 Penalty: 929.442383
	Iteration 3F: 3 clusters Score -1102743 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1104139.875000 Penalty: 929.442383
	Iteration 4F: 3 clusters Score -1104140 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1105514.000000 Penalty: 929.442383
	Iteration 5F: 3 clusters Score -1105514 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1106434.875000 Penalty: 929.442383
	Iteration 6F: 3 clusters Score -1106435 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1107022.250000 Penalty: 929.442383
	Iteration 7Q: 3 clusters Score -1107022 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1107348.875000 Penalty: 929.442383
	Iteration 8Q: 3 clusters Score -1107349 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1107556.875000 Penalty: 929.442383
	Iteration 9Q: 3 clusters Score -1107557 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1107680.625000 Penalty: 929.442383
	Iteration 10Q: 3 clusters Score -1107681 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1107770.500000 Penalty: 929.442383
	Iteration 11Q: 3 clusters Score -1107770 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1107849.375000 Penalty: 929.442383
	Iteration 12Q: 3 clusters Score -1107849 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1107909.625000 Penalty: 929.442383
	Iteration 13Q: 3 clusters Score -1107910 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1107976.250000 Penalty: 929.442383
	Iteration 14Q: 3 clusters Score -1107976 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1108034.250000 Penalty: 929.442383
	Iteration 15Q: 3 clusters Score -1108034 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1108099.000000 Penalty: 929.442383
	Iteration 16Q: 3 clusters Score -1108099 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1108164.875000 Penalty: 929.442383
	Iteration 17Q: 3 clusters Score -1108165 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -1108216.625000 Penalty: 929.442383
	Iteration 18Q: 3 clusters Score -1108217 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -1108251.375000 Penalty: 929.442383
	Iteration 19Q: 3 clusters Score -1108251 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -1108290.625000 Penalty: 929.442383
	Iteration 20F: 3 clusters Score -1108291 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1108319.250000 Penalty: 929.442383
	Iteration 21Q: 3 clusters Score -1108319 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -1108362.000000 Penalty: 929.442383
	Iteration 22Q: 3 clusters Score -1108362 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -1108402.000000 Penalty: 929.442383
	Iteration 23Q: 3 clusters Score -1108402 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -1108438.250000 Penalty: 929.442383
	Iteration 24Q: 3 clusters Score -1108438 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -1108477.000000 Penalty: 929.442383
	Iteration 25Q: 3 clusters Score -1108477 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -1108514.125000 Penalty: 929.442383
	Iteration 26Q: 3 clusters Score -1108514 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -1108545.375000 Penalty: 929.442383
	Iteration 27Q: 3 clusters Score -1108545 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -1108586.500000 Penalty: 929.442383
	Iteration 28Q: 3 clusters Score -1108586 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -1108630.875000 Penalty: 929.442383
	Iteration 29Q: 3 clusters Score -1108631 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -1108680.375000 Penalty: 929.442383
	Iteration 30Q: 3 clusters Score -1108680 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -1108736.125000 Penalty: 929.442383
	Iteration 31Q: 3 clusters Score -1108736 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -1108787.250000 Penalty: 929.442383
	Iteration 32Q: 3 clusters Score -1108787 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -1108838.250000 Penalty: 929.442383
	Iteration 33Q: 3 clusters Score -1108838 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -1108889.750000 Penalty: 929.442383
	Iteration 34Q: 3 clusters Score -1108890 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -1108943.750000 Penalty: 929.442383
	Iteration 35Q: 3 clusters Score -1108944 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -1109000.500000 Penalty: 929.442383
	Iteration 36Q: 3 clusters Score -1109000 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -1109055.625000 Penalty: 929.442383
	Iteration 37Q: 3 clusters Score -1109056 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -1109097.500000 Penalty: 929.442383
	Iteration 38Q: 3 clusters Score -1109098 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -1109149.000000 Penalty: 929.442383
	Iteration 39Q: 3 clusters Score -1109149 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -1109203.875000 Penalty: 929.442383
	Iteration 40F: 3 clusters Score -1109204 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -1109269.125000 Penalty: 929.442383
	Iteration 41Q: 3 clusters Score -1109269 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -1109349.500000 Penalty: 929.442383
	Iteration 42Q: 3 clusters Score -1109350 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -1109432.000000 Penalty: 929.442383
	Iteration 43Q: 3 clusters Score -1109432 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -1109494.875000 Penalty: 929.442383
	Iteration 44Q: 3 clusters Score -1109495 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -1109578.125000 Penalty: 929.442383
	Iteration 45Q: 3 clusters Score -1109578 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -1109680.125000 Penalty: 929.442383
	Iteration 46Q: 3 clusters Score -1109680 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -1109790.375000 Penalty: 929.442383
	Iteration 47Q: 3 clusters Score -1109790 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -1109915.375000 Penalty: 929.442383
	Iteration 48Q: 3 clusters Score -1109915 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -1110055.000000 Penalty: 929.442383
	Iteration 49Q: 3 clusters Score -1110055 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -1110184.750000 Penalty: 929.442383
	Iteration 50Q: 3 clusters Score -1110185 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -1110299.250000 Penalty: 929.442383
	Iteration 51Q: 3 clusters Score -1110299 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -1110394.625000 Penalty: 929.442383
	Iteration 52Q: 3 clusters Score -1110395 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -1110483.875000 Penalty: 929.442383
	Iteration 53Q: 3 clusters Score -1110484 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -1110562.625000 Penalty: 929.442383
	Iteration 54Q: 3 clusters Score -1110563 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -1110625.750000 Penalty: 929.442383
	Iteration 55Q: 3 clusters Score -1110626 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -1110690.625000 Penalty: 929.442383
	Iteration 56Q: 3 clusters Score -1110691 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -1110740.375000 Penalty: 929.442383
	Iteration 57Q: 3 clusters Score -1110740 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -1110779.750000 Penalty: 929.442383
	Iteration 58Q: 3 clusters Score -1110780 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -1110808.125000 Penalty: 929.442383
	Iteration 59Q: 3 clusters Score -1110808 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -1110845.375000 Penalty: 929.442383
	Iteration 60F: 3 clusters Score -1110845 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -1110875.125000 Penalty: 929.442383
	Iteration 61Q: 3 clusters Score -1110875 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -1110898.875000 Penalty: 929.442383
	Iteration 62Q: 3 clusters Score -1110899 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -1110915.125000 Penalty: 929.442383
	Iteration 63Q: 3 clusters Score -1110915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -1110923.625000 Penalty: 929.442383
	Iteration 64Q: 3 clusters Score -1110924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -1110937.375000 Penalty: 929.442383
	Iteration 65Q: 3 clusters Score -1110937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -1110949.375000 Penalty: 929.442383
	Iteration 66Q: 3 clusters Score -1110949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -1110955.875000 Penalty: 929.442383
	Iteration 67Q: 3 clusters Score -1110956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -1110967.125000 Penalty: 929.442383
	Iteration 68Q: 3 clusters Score -1110967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -1110979.875000 Penalty: 929.442383
	Iteration 69Q: 3 clusters Score -1110980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -1110987.375000 Penalty: 929.442383
	Iteration 70Q: 3 clusters Score -1110987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -1110993.750000 Penalty: 929.442383
	Iteration 71Q: 3 clusters Score -1110994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -1111006.625000 Penalty: 929.442383
	Iteration 72Q: 3 clusters Score -1111007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -1111014.750000 Penalty: 929.442383
	Iteration 73Q: 3 clusters Score -1111015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -1111022.875000 Penalty: 929.442383
	Iteration 74Q: 3 clusters Score -1111023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -1111026.625000 Penalty: 929.442383
	Iteration 75Q: 3 clusters Score -1111027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -1111031.250000 Penalty: 929.442383
	Iteration 76Q: 3 clusters Score -1111031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -1111032.500000 Penalty: 929.442383
	Iteration 77Q: 3 clusters Score -1111032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -1111033.000000 Penalty: 929.442383
	Iteration 78Q: 3 clusters Score -1111033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -1111035.000000 Penalty: 929.442383
	Iteration 79Q: 3 clusters Score -1111035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -1111035.125000 Penalty: 929.442383
	Iteration 80F: 3 clusters Score -1111035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -1111037.000000 Penalty: 929.442383
	Iteration 81Q: 3 clusters Score -1111037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -1111037.000000 Penalty: 929.442383
	Iteration 82F: 3 clusters Score -1111037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -77188.367188 Penalty: 345.567230
	Iteration 0F: 2 clusters Score -77188.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -75750.734375 Penalty: 691.134460
	Iteration 0F: 3 clusters Score -75750.73 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -76260.906250 Penalty: 691.134460
	Iteration 1F: 3 clusters Score -76260.91 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -76337.257812 Penalty: 691.134460
	Iteration 2F: 3 clusters Score -76337.26 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -76378.570312 Penalty: 691.134460
	Iteration 3Q: 3 clusters Score -76378.57 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -76411.765625 Penalty: 691.134460
	Iteration 4Q: 3 clusters Score -76411.77 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -76445.265625 Penalty: 691.134460
	Iteration 5Q: 3 clusters Score -76445.27 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -76489.484375 Penalty: 691.134460
	Iteration 6Q: 3 clusters Score -76489.48 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -76527.046875 Penalty: 691.134460
	Iteration 7Q: 3 clusters Score -76527.05 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -76567.750000 Penalty: 691.134460
	Iteration 8Q: 3 clusters Score -76567.75 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -76607.531250 Penalty: 691.134460
	Iteration 9Q: 3 clusters Score -76607.53 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -76639.421875 Penalty: 691.134460
	Iteration 10Q: 3 clusters Score -76639.42 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -76671.796875 Penalty: 691.134460
	Iteration 11Q: 3 clusters Score -76671.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -76701.000000 Penalty: 691.134460
	Iteration 12Q: 3 clusters Score -76701 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -76726.531250 Penalty: 691.134460
	Iteration 13Q: 3 clusters Score -76726.53 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -76746.687500 Penalty: 691.134460
	Iteration 14Q: 3 clusters Score -76746.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -76763.468750 Penalty: 691.134460
	Iteration 15Q: 3 clusters Score -76763.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -76774.109375 Penalty: 691.134460
	Iteration 16Q: 3 clusters Score -76774.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -76784.164062 Penalty: 691.134460
	Iteration 17Q: 3 clusters Score -76784.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -76791.468750 Penalty: 691.134460
	Iteration 18Q: 3 clusters Score -76791.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -76795.796875 Penalty: 691.134460
	Iteration 19Q: 3 clusters Score -76795.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -76802.234375 Penalty: 691.134460
	Iteration 20F: 3 clusters Score -76802.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -76808.843750 Penalty: 691.134460
	Iteration 21Q: 3 clusters Score -76808.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -76812.031250 Penalty: 691.134460
	Iteration 22Q: 3 clusters Score -76812.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -76815.765625 Penalty: 691.134460
	Iteration 23Q: 3 clusters Score -76815.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -76819.359375 Penalty: 691.134460
	Iteration 24Q: 3 clusters Score -76819.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -76823.406250 Penalty: 691.134460
	Iteration 25Q: 3 clusters Score -76823.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -76827.007812 Penalty: 691.134460
	Iteration 26Q: 3 clusters Score -76827.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -76831.054688 Penalty: 691.134460
	Iteration 27Q: 3 clusters Score -76831.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -76831.640625 Penalty: 691.134460
	Iteration 28Q: 3 clusters Score -76831.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -76832.781250 Penalty: 691.134460
	Iteration 29Q: 3 clusters Score -76832.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -76833.843750 Penalty: 691.134460
	Iteration 30Q: 3 clusters Score -76833.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -76836.296875 Penalty: 691.134460
	Iteration 31Q: 3 clusters Score -76836.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -76837.882812 Penalty: 691.134460
	Iteration 32Q: 3 clusters Score -76837.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -76841.195312 Penalty: 691.134460
	Iteration 33Q: 3 clusters Score -76841.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -76842.859375 Penalty: 691.134460
	Iteration 34Q: 3 clusters Score -76842.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -76845.039062 Penalty: 691.134460
	Iteration 35Q: 3 clusters Score -76845.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -76847.156250 Penalty: 691.134460
	Iteration 36Q: 3 clusters Score -76847.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -76847.421875 Penalty: 691.134460
	Iteration 37Q: 3 clusters Score -76847.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -76847.585938 Penalty: 691.134460
	Iteration 38Q: 3 clusters Score -76847.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -76847.765625 Penalty: 691.134460
	Iteration 39Q: 3 clusters Score -76847.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -76847.765625 Penalty: 691.134460
	Iteration 40F: 3 clusters Score -76847.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (284230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284230 members 
Entering Unmasked Estep 
Score: -11810016.000000 Penalty: 571.368042
	Iteration 0F: 2 clusters Score -1.181002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142475 members 
Mstep: Class 2 contains 141755 members 
Entering Unmasked Estep 
Score: -11616440.000000 Penalty: 1142.736084
	Iteration 0F: 3 clusters Score -1.161644e+07 nChanged 140045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163458 members 
Mstep: Class 2 contains 120772 members 
Entering Unmasked Estep 
Score: -11703422.000000 Penalty: 1142.736084
	Iteration 1F: 3 clusters Score -1.170342e+07 nChanged 15373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176521 members 
Mstep: Class 2 contains 107709 members 
Entering Unmasked Estep 
Score: -11710917.000000 Penalty: 1142.736084
	Iteration 2F: 3 clusters Score -1.171092e+07 nChanged 20058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195047 members 
Mstep: Class 2 contains 89183 members 
Entering Unmasked Estep 
Score: -11724448.000000 Penalty: 1142.736084
	Iteration 3F: 3 clusters Score -1.172445e+07 nChanged 23733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217950 members 
Mstep: Class 2 contains 66280 members 
Entering Unmasked Estep 
Score: -11744957.000000 Penalty: 1142.736084
	Iteration 4F: 3 clusters Score -1.174496e+07 nChanged 23432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241036 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -11767997.000000 Penalty: 1142.736084
	Iteration 5F: 3 clusters Score -1.1768e+07 nChanged 18195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259139 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -11785994.000000 Penalty: 1142.736084
	Iteration 6F: 3 clusters Score -1.178599e+07 nChanged 11659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270744 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -11797004.000000 Penalty: 1142.736084
	Iteration 7Q: 3 clusters Score -1.1797e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277591 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -11803557.000000 Penalty: 1142.736084
	Iteration 8Q: 3 clusters Score -1.180356e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281418 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -11807189.000000 Penalty: 1142.736084
	Iteration 9Q: 3 clusters Score -1.180719e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283221 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -11808775.000000 Penalty: 1142.736084
	Iteration 10Q: 3 clusters Score -1.180878e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283851 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -11809236.000000 Penalty: 1142.736084
	Iteration 11Q: 3 clusters Score -1.180924e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284078 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11809417.000000 Penalty: 1142.736084
	Iteration 12Q: 3 clusters Score -1.180942e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284135 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11809476.000000 Penalty: 1142.736084
	Iteration 13Q: 3 clusters Score -1.180948e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284149 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11809489.000000 Penalty: 1142.736084
	Iteration 14Q: 3 clusters Score -1.180949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284155 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11809507.000000 Penalty: 1142.736084
	Iteration 15Q: 3 clusters Score -1.180951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284161 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11809521.000000 Penalty: 1142.736084
	Iteration 16Q: 3 clusters Score -1.180952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284165 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -11809529.000000 Penalty: 1142.736084
	Iteration 17Q: 3 clusters Score -1.180953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284166 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11809530.000000 Penalty: 1142.736084
	Iteration 18Q: 3 clusters Score -1.180953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284168 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -11809536.000000 Penalty: 1142.736084
	Iteration 19Q: 3 clusters Score -1.180954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284168 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -11809539.000000 Penalty: 1142.736084
	Iteration 20F: 3 clusters Score -1.180954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284167 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11809538.000000 Penalty: 1142.736084
	Iteration 21Q: 3 clusters Score -1.180954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284167 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11809538.000000 Penalty: 1142.736084
	Iteration 22F: 3 clusters Score -1.180954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Entering Unmasked Estep 
Score: -196677.171875 Penalty: 385.112152
	Iteration 0F: 2 clusters Score -196677.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -193467.093750 Penalty: 770.224304
	Iteration 0F: 3 clusters Score -193467.1 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -195037.093750 Penalty: 770.224304
	Iteration 1F: 3 clusters Score -195037.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -195393.109375 Penalty: 770.224304
	Iteration 2F: 3 clusters Score -195393.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -195695.031250 Penalty: 770.224304
	Iteration 3F: 3 clusters Score -195695 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -195924.093750 Penalty: 770.224304
	Iteration 4F: 3 clusters Score -195924.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -196091.031250 Penalty: 770.224304
	Iteration 5Q: 3 clusters Score -196091 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -196214.843750 Penalty: 770.224304
	Iteration 6Q: 3 clusters Score -196214.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -196281.453125 Penalty: 770.224304
	Iteration 7Q: 3 clusters Score -196281.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -196320.562500 Penalty: 770.224304
	Iteration 8Q: 3 clusters Score -196320.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -196342.421875 Penalty: 770.224304
	Iteration 9Q: 3 clusters Score -196342.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -196359.031250 Penalty: 770.224304
	Iteration 10Q: 3 clusters Score -196359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -196372.375000 Penalty: 770.224304
	Iteration 11Q: 3 clusters Score -196372.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -196384.390625 Penalty: 770.224304
	Iteration 12Q: 3 clusters Score -196384.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -196392.140625 Penalty: 770.224304
	Iteration 13Q: 3 clusters Score -196392.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -196398.781250 Penalty: 770.224304
	Iteration 14Q: 3 clusters Score -196398.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -196400.750000 Penalty: 770.224304
	Iteration 15Q: 3 clusters Score -196400.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -196403.406250 Penalty: 770.224304
	Iteration 16Q: 3 clusters Score -196403.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -196406.484375 Penalty: 770.224304
	Iteration 17Q: 3 clusters Score -196406.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -196408.343750 Penalty: 770.224304
	Iteration 18Q: 3 clusters Score -196408.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -196411.531250 Penalty: 770.224304
	Iteration 19Q: 3 clusters Score -196411.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -196412.437500 Penalty: 770.224304
	Iteration 20F: 3 clusters Score -196412.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -196413.640625 Penalty: 770.224304
	Iteration 21Q: 3 clusters Score -196413.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -196414.015625 Penalty: 770.224304
	Iteration 22Q: 3 clusters Score -196414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -196414.484375 Penalty: 770.224304
	Iteration 23Q: 3 clusters Score -196414.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -196415.140625 Penalty: 770.224304
	Iteration 24Q: 3 clusters Score -196415.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -196416.140625 Penalty: 770.224304
	Iteration 25Q: 3 clusters Score -196416.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -196416.468750 Penalty: 770.224304
	Iteration 26Q: 3 clusters Score -196416.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -196416.687500 Penalty: 770.224304
	Iteration 27Q: 3 clusters Score -196416.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -196417.843750 Penalty: 770.224304
	Iteration 28Q: 3 clusters Score -196417.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -196418.359375 Penalty: 770.224304
	Iteration 29Q: 3 clusters Score -196418.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -196420.281250 Penalty: 770.224304
	Iteration 30Q: 3 clusters Score -196420.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -196421.234375 Penalty: 770.224304
	Iteration 31Q: 3 clusters Score -196421.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -196422.437500 Penalty: 770.224304
	Iteration 32Q: 3 clusters Score -196422.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -196423.953125 Penalty: 770.224304
	Iteration 33Q: 3 clusters Score -196424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -196424.468750 Penalty: 770.224304
	Iteration 34Q: 3 clusters Score -196424.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -196424.468750 Penalty: 770.224304
	Iteration 35Q: 3 clusters Score -196424.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -196424.828125 Penalty: 770.224304
	Iteration 36Q: 3 clusters Score -196424.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -196425.406250 Penalty: 770.224304
	Iteration 37Q: 3 clusters Score -196425.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -196426.062500 Penalty: 770.224304
	Iteration 38Q: 3 clusters Score -196426.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -196426.671875 Penalty: 770.224304
	Iteration 39Q: 3 clusters Score -196426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -196426.640625 Penalty: 770.224304
	Iteration 40F: 3 clusters Score -196426.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -196426.546875 Penalty: 770.224304
	Iteration 41Q: 3 clusters Score -196426.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -196426.859375 Penalty: 770.224304
	Iteration 42Q: 3 clusters Score -196426.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -196426.859375 Penalty: 770.224304
	Iteration 43F: 3 clusters Score -196426.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Entering Unmasked Estep 
Score: -266040.093750 Penalty: 401.469269
	Iteration 0F: 2 clusters Score -266040.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -261509.203125 Penalty: 802.938538
	Iteration 0F: 3 clusters Score -261509.2 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -263304.875000 Penalty: 802.938538
	Iteration 1F: 3 clusters Score -263304.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -263618.718750 Penalty: 802.938538
	Iteration 2F: 3 clusters Score -263618.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -263982.843750 Penalty: 802.938538
	Iteration 3F: 3 clusters Score -263982.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -264326.062500 Penalty: 802.938538
	Iteration 4F: 3 clusters Score -264326.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -264643.500000 Penalty: 802.938538
	Iteration 5F: 3 clusters Score -264643.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -264901.625000 Penalty: 802.938538
	Iteration 6Q: 3 clusters Score -264901.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -265087.218750 Penalty: 802.938538
	Iteration 7Q: 3 clusters Score -265087.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -265257.187500 Penalty: 802.938538
	Iteration 8Q: 3 clusters Score -265257.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -265390.593750 Penalty: 802.938538
	Iteration 9Q: 3 clusters Score -265390.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -265507.406250 Penalty: 802.938538
	Iteration 10Q: 3 clusters Score -265507.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -265581.093750 Penalty: 802.938538
	Iteration 11Q: 3 clusters Score -265581.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -265644.687500 Penalty: 802.938538
	Iteration 12Q: 3 clusters Score -265644.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -265676.125000 Penalty: 802.938538
	Iteration 13Q: 3 clusters Score -265676.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -265699.281250 Penalty: 802.938538
	Iteration 14Q: 3 clusters Score -265699.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -265714.437500 Penalty: 802.938538
	Iteration 15Q: 3 clusters Score -265714.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -265725.625000 Penalty: 802.938538
	Iteration 16Q: 3 clusters Score -265725.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -265732.750000 Penalty: 802.938538
	Iteration 17Q: 3 clusters Score -265732.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -265738.531250 Penalty: 802.938538
	Iteration 18Q: 3 clusters Score -265738.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -265745.156250 Penalty: 802.938538
	Iteration 19Q: 3 clusters Score -265745.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -265750.656250 Penalty: 802.938538
	Iteration 20F: 3 clusters Score -265750.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -265754.593750 Penalty: 802.938538
	Iteration 21Q: 3 clusters Score -265754.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -265755.062500 Penalty: 802.938538
	Iteration 22Q: 3 clusters Score -265755.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -265755.781250 Penalty: 802.938538
	Iteration 23Q: 3 clusters Score -265755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -265756.562500 Penalty: 802.938538
	Iteration 24Q: 3 clusters Score -265756.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -265759.093750 Penalty: 802.938538
	Iteration 25Q: 3 clusters Score -265759.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -265761.906250 Penalty: 802.938538
	Iteration 26Q: 3 clusters Score -265761.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -265764.062500 Penalty: 802.938538
	Iteration 27Q: 3 clusters Score -265764.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -265765.343750 Penalty: 802.938538
	Iteration 28Q: 3 clusters Score -265765.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -265768.906250 Penalty: 802.938538
	Iteration 29Q: 3 clusters Score -265768.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -265770.343750 Penalty: 802.938538
	Iteration 30Q: 3 clusters Score -265770.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -265772.000000 Penalty: 802.938538
	Iteration 31Q: 3 clusters Score -265772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -265773.250000 Penalty: 802.938538
	Iteration 32Q: 3 clusters Score -265773.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -265773.750000 Penalty: 802.938538
	Iteration 33Q: 3 clusters Score -265773.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -265773.750000 Penalty: 802.938538
	Iteration 34F: 3 clusters Score -265773.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -63603.468750 Penalty: 343.146576
	Iteration 0F: 2 clusters Score -63603.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -62259.515625 Penalty: 686.293152
	Iteration 0F: 3 clusters Score -62259.52 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -62837.171875 Penalty: 686.293152
	Iteration 1F: 3 clusters Score -62837.17 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -62982.808594 Penalty: 686.293152
	Iteration 2F: 3 clusters Score -62982.81 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -63082.015625 Penalty: 686.293152
	Iteration 3F: 3 clusters Score -63082.02 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -63161.093750 Penalty: 686.293152
	Iteration 4F: 3 clusters Score -63161.09 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -63230.035156 Penalty: 686.293152
	Iteration 5F: 3 clusters Score -63230.04 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -63279.445312 Penalty: 686.293152
	Iteration 6Q: 3 clusters Score -63279.45 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -63324.390625 Penalty: 686.293152
	Iteration 7Q: 3 clusters Score -63324.39 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -63359.773438 Penalty: 686.293152
	Iteration 8Q: 3 clusters Score -63359.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -63388.343750 Penalty: 686.293152
	Iteration 9Q: 3 clusters Score -63388.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -63415.214844 Penalty: 686.293152
	Iteration 10Q: 3 clusters Score -63415.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -63428.894531 Penalty: 686.293152
	Iteration 11Q: 3 clusters Score -63428.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -63440.488281 Penalty: 686.293152
	Iteration 12Q: 3 clusters Score -63440.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -63455.246094 Penalty: 686.293152
	Iteration 13Q: 3 clusters Score -63455.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -63464.050781 Penalty: 686.293152
	Iteration 14Q: 3 clusters Score -63464.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -63467.156250 Penalty: 686.293152
	Iteration 15Q: 3 clusters Score -63467.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -63468.050781 Penalty: 686.293152
	Iteration 16Q: 3 clusters Score -63468.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -63468.906250 Penalty: 686.293152
	Iteration 17Q: 3 clusters Score -63468.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -63469.859375 Penalty: 686.293152
	Iteration 18Q: 3 clusters Score -63469.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -63470.453125 Penalty: 686.293152
	Iteration 19Q: 3 clusters Score -63470.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -63471.656250 Penalty: 686.293152
	Iteration 20F: 3 clusters Score -63471.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -63473.484375 Penalty: 686.293152
	Iteration 21Q: 3 clusters Score -63473.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -63474.167969 Penalty: 686.293152
	Iteration 22Q: 3 clusters Score -63474.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -63474.281250 Penalty: 686.293152
	Iteration 23Q: 3 clusters Score -63474.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -63474.281250 Penalty: 686.293152
	Iteration 24F: 3 clusters Score -63474.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -32114.578125 Penalty: 307.756775
	Iteration 0F: 2 clusters Score -32114.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -31405.386719 Penalty: 615.513550
	Iteration 0F: 3 clusters Score -31405.39 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -31680.361328 Penalty: 615.513550
	Iteration 1F: 3 clusters Score -31680.36 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -31772.013672 Penalty: 615.513550
	Iteration 2F: 3 clusters Score -31772.01 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -31859.599609 Penalty: 615.513550
	Iteration 3F: 3 clusters Score -31859.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -31955.021484 Penalty: 615.513550
	Iteration 4F: 3 clusters Score -31955.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -32010.529297 Penalty: 615.513550
	Iteration 5F: 3 clusters Score -32010.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -32039.554688 Penalty: 615.513550
	Iteration 6Q: 3 clusters Score -32039.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -32059.443359 Penalty: 615.513550
	Iteration 7Q: 3 clusters Score -32059.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -32063.851562 Penalty: 615.513550
	Iteration 8Q: 3 clusters Score -32063.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -32065.212891 Penalty: 615.513550
	Iteration 9Q: 3 clusters Score -32065.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -32065.427734 Penalty: 615.513550
	Iteration 10Q: 3 clusters Score -32065.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -32065.521484 Penalty: 615.513550
	Iteration 11Q: 3 clusters Score -32065.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -32065.521484 Penalty: 615.513550
	Iteration 12F: 3 clusters Score -32065.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -23350.035156 Penalty: 290.218384
	Iteration 0F: 2 clusters Score -23350.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -22809.535156 Penalty: 580.436768
	Iteration 0F: 3 clusters Score -22809.54 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -22950.048828 Penalty: 580.436768
	Iteration 1F: 3 clusters Score -22950.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -22990.511719 Penalty: 580.436768
	Iteration 2F: 3 clusters Score -22990.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -23010.400391 Penalty: 580.436768
	Iteration 3Q: 3 clusters Score -23010.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -23025.886719 Penalty: 580.436768
	Iteration 4Q: 3 clusters Score -23025.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -23034.550781 Penalty: 580.436768
	Iteration 5Q: 3 clusters Score -23034.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -23041.671875 Penalty: 580.436768
	Iteration 6Q: 3 clusters Score -23041.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -23048.154297 Penalty: 580.436768
	Iteration 7Q: 3 clusters Score -23048.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -23056.097656 Penalty: 580.436768
	Iteration 8Q: 3 clusters Score -23056.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -23060.919922 Penalty: 580.436768
	Iteration 9Q: 3 clusters Score -23060.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -23064.806641 Penalty: 580.436768
	Iteration 10Q: 3 clusters Score -23064.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -23066.890625 Penalty: 580.436768
	Iteration 11Q: 3 clusters Score -23066.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -23067.748047 Penalty: 580.436768
	Iteration 12Q: 3 clusters Score -23067.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -23068.574219 Penalty: 580.436768
	Iteration 13Q: 3 clusters Score -23068.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -23069.205078 Penalty: 580.436768
	Iteration 14Q: 3 clusters Score -23069.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -23069.656250 Penalty: 580.436768
	Iteration 15Q: 3 clusters Score -23069.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -23070.029297 Penalty: 580.436768
	Iteration 16Q: 3 clusters Score -23070.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -23070.492188 Penalty: 580.436768
	Iteration 17Q: 3 clusters Score -23070.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -23070.492188 Penalty: 580.436768
	Iteration 18F: 3 clusters Score -23070.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Entering Unmasked Estep 
Score: -63220.246094 Penalty: 336.783783
	Iteration 0F: 2 clusters Score -63220.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -61994.226562 Penalty: 673.567566
	Iteration 0F: 3 clusters Score -61994.23 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -62472.351562 Penalty: 673.567566
	Iteration 1F: 3 clusters Score -62472.35 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -62574.398438 Penalty: 673.567566
	Iteration 2F: 3 clusters Score -62574.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -62675.691406 Penalty: 673.567566
	Iteration 3F: 3 clusters Score -62675.69 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -62776.996094 Penalty: 673.567566
	Iteration 4F: 3 clusters Score -62777 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -62862.937500 Penalty: 673.567566
	Iteration 5F: 3 clusters Score -62862.94 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -62924.214844 Penalty: 673.567566
	Iteration 6F: 3 clusters Score -62924.21 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -62981.562500 Penalty: 673.567566
	Iteration 7Q: 3 clusters Score -62981.56 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -63029.191406 Penalty: 673.567566
	Iteration 8Q: 3 clusters Score -63029.19 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -63067.718750 Penalty: 673.567566
	Iteration 9Q: 3 clusters Score -63067.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -63083.933594 Penalty: 673.567566
	Iteration 10Q: 3 clusters Score -63083.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -63093.015625 Penalty: 673.567566
	Iteration 11Q: 3 clusters Score -63093.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -63096.550781 Penalty: 673.567566
	Iteration 12Q: 3 clusters Score -63096.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -63097.601562 Penalty: 673.567566
	Iteration 13Q: 3 clusters Score -63097.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -63098.585938 Penalty: 673.567566
	Iteration 14Q: 3 clusters Score -63098.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -63099.609375 Penalty: 673.567566
	Iteration 15Q: 3 clusters Score -63099.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -63101.281250 Penalty: 673.567566
	Iteration 16Q: 3 clusters Score -63101.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -63103.769531 Penalty: 673.567566
	Iteration 17Q: 3 clusters Score -63103.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -63104.375000 Penalty: 673.567566
	Iteration 18Q: 3 clusters Score -63104.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -63104.878906 Penalty: 673.567566
	Iteration 19Q: 3 clusters Score -63104.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -63104.937500 Penalty: 673.567566
	Iteration 20F: 3 clusters Score -63104.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Entering Unmasked Estep 
Score: -231690.625000 Penalty: 395.086334
	Iteration 0F: 2 clusters Score -231690.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -227812.984375 Penalty: 790.172668
	Iteration 0F: 3 clusters Score -227813 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -229560.625000 Penalty: 790.172668
	Iteration 1F: 3 clusters Score -229560.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -229791.875000 Penalty: 790.172668
	Iteration 2F: 3 clusters Score -229791.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -229980.109375 Penalty: 790.172668
	Iteration 3F: 3 clusters Score -229980.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -230102.109375 Penalty: 790.172668
	Iteration 4Q: 3 clusters Score -230102.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -230179.250000 Penalty: 790.172668
	Iteration 5Q: 3 clusters Score -230179.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -230236.578125 Penalty: 790.172668
	Iteration 6Q: 3 clusters Score -230236.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -230294.171875 Penalty: 790.172668
	Iteration 7Q: 3 clusters Score -230294.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -230348.671875 Penalty: 790.172668
	Iteration 8Q: 3 clusters Score -230348.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -230401.062500 Penalty: 790.172668
	Iteration 9Q: 3 clusters Score -230401.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -230469.406250 Penalty: 790.172668
	Iteration 10Q: 3 clusters Score -230469.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -230533.859375 Penalty: 790.172668
	Iteration 11Q: 3 clusters Score -230533.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -230598.218750 Penalty: 790.172668
	Iteration 12Q: 3 clusters Score -230598.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -230657.453125 Penalty: 790.172668
	Iteration 13Q: 3 clusters Score -230657.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -230702.531250 Penalty: 790.172668
	Iteration 14Q: 3 clusters Score -230702.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -230742.984375 Penalty: 790.172668
	Iteration 15Q: 3 clusters Score -230743 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -230781.140625 Penalty: 790.172668
	Iteration 16Q: 3 clusters Score -230781.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -230818.531250 Penalty: 790.172668
	Iteration 17Q: 3 clusters Score -230818.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -230842.531250 Penalty: 790.172668
	Iteration 18Q: 3 clusters Score -230842.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -230867.687500 Penalty: 790.172668
	Iteration 19Q: 3 clusters Score -230867.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -230899.265625 Penalty: 790.172668
	Iteration 20F: 3 clusters Score -230899.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -230928.578125 Penalty: 790.172668
	Iteration 21Q: 3 clusters Score -230928.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -230962.671875 Penalty: 790.172668
	Iteration 22Q: 3 clusters Score -230962.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -231000.562500 Penalty: 790.172668
	Iteration 23Q: 3 clusters Score -231000.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -231027.484375 Penalty: 790.172668
	Iteration 24Q: 3 clusters Score -231027.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -231046.203125 Penalty: 790.172668
	Iteration 25Q: 3 clusters Score -231046.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -231064.500000 Penalty: 790.172668
	Iteration 26Q: 3 clusters Score -231064.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -231088.218750 Penalty: 790.172668
	Iteration 27Q: 3 clusters Score -231088.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -231108.156250 Penalty: 790.172668
	Iteration 28Q: 3 clusters Score -231108.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -231130.750000 Penalty: 790.172668
	Iteration 29Q: 3 clusters Score -231130.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -231158.828125 Penalty: 790.172668
	Iteration 30Q: 3 clusters Score -231158.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -231179.500000 Penalty: 790.172668
	Iteration 31Q: 3 clusters Score -231179.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -231203.359375 Penalty: 790.172668
	Iteration 32Q: 3 clusters Score -231203.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -231225.093750 Penalty: 790.172668
	Iteration 33Q: 3 clusters Score -231225.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -231253.937500 Penalty: 790.172668
	Iteration 34Q: 3 clusters Score -231253.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -231284.843750 Penalty: 790.172668
	Iteration 35Q: 3 clusters Score -231284.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -231309.703125 Penalty: 790.172668
	Iteration 36Q: 3 clusters Score -231309.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -231325.953125 Penalty: 790.172668
	Iteration 37Q: 3 clusters Score -231326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -231339.312500 Penalty: 790.172668
	Iteration 38Q: 3 clusters Score -231339.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -231346.203125 Penalty: 790.172668
	Iteration 39Q: 3 clusters Score -231346.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -231350.765625 Penalty: 790.172668
	Iteration 40F: 3 clusters Score -231350.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -231353.109375 Penalty: 790.172668
	Iteration 41Q: 3 clusters Score -231353.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -231354.515625 Penalty: 790.172668
	Iteration 42Q: 3 clusters Score -231354.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -231356.062500 Penalty: 790.172668
	Iteration 43Q: 3 clusters Score -231356.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -231356.390625 Penalty: 790.172668
	Iteration 44Q: 3 clusters Score -231356.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -231360.187500 Penalty: 790.172668
	Iteration 45Q: 3 clusters Score -231360.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -231366.234375 Penalty: 790.172668
	Iteration 46Q: 3 clusters Score -231366.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -231371.890625 Penalty: 790.172668
	Iteration 47Q: 3 clusters Score -231371.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -231377.484375 Penalty: 790.172668
	Iteration 48Q: 3 clusters Score -231377.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -231380.078125 Penalty: 790.172668
	Iteration 49Q: 3 clusters Score -231380.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -231383.234375 Penalty: 790.172668
	Iteration 50Q: 3 clusters Score -231383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -231384.265625 Penalty: 790.172668
	Iteration 51Q: 3 clusters Score -231384.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -231385.515625 Penalty: 790.172668
	Iteration 52Q: 3 clusters Score -231385.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -231387.906250 Penalty: 790.172668
	Iteration 53Q: 3 clusters Score -231387.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -231387.953125 Penalty: 790.172668
	Iteration 54Q: 3 clusters Score -231388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -231389.796875 Penalty: 790.172668
	Iteration 55Q: 3 clusters Score -231389.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -231389.796875 Penalty: 790.172668
	Iteration 56F: 3 clusters Score -231389.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -45070.828125 Penalty: 321.679291
	Iteration 0F: 2 clusters Score -45070.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -44165.097656 Penalty: 643.358582
	Iteration 0F: 3 clusters Score -44165.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -44417.496094 Penalty: 643.358582
	Iteration 1F: 3 clusters Score -44417.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -44481.207031 Penalty: 643.358582
	Iteration 2F: 3 clusters Score -44481.21 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -44558.535156 Penalty: 643.358582
	Iteration 3F: 3 clusters Score -44558.54 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -44625.476562 Penalty: 643.358582
	Iteration 4F: 3 clusters Score -44625.48 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -44673.660156 Penalty: 643.358582
	Iteration 5F: 3 clusters Score -44673.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -44710.734375 Penalty: 643.358582
	Iteration 6Q: 3 clusters Score -44710.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -44739.378906 Penalty: 643.358582
	Iteration 7Q: 3 clusters Score -44739.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -44752.507812 Penalty: 643.358582
	Iteration 8Q: 3 clusters Score -44752.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -44758.691406 Penalty: 643.358582
	Iteration 9Q: 3 clusters Score -44758.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -44774.847656 Penalty: 643.358582
	Iteration 10Q: 3 clusters Score -44774.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -44782.066406 Penalty: 643.358582
	Iteration 11Q: 3 clusters Score -44782.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -44785.589844 Penalty: 643.358582
	Iteration 12Q: 3 clusters Score -44785.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -44790.609375 Penalty: 643.358582
	Iteration 13Q: 3 clusters Score -44790.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -44794.671875 Penalty: 643.358582
	Iteration 14Q: 3 clusters Score -44794.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -44797.089844 Penalty: 643.358582
	Iteration 15Q: 3 clusters Score -44797.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -44802.164062 Penalty: 643.358582
	Iteration 16Q: 3 clusters Score -44802.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -44802.843750 Penalty: 643.358582
	Iteration 17Q: 3 clusters Score -44802.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -44802.843750 Penalty: 643.358582
	Iteration 18F: 3 clusters Score -44802.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -466553.250000 Penalty: 427.031219
	Iteration 0F: 2 clusters Score -466553.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -458502.812500 Penalty: 854.062439
	Iteration 0F: 3 clusters Score -458502.8 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -462034.437500 Penalty: 854.062439
	Iteration 1F: 3 clusters Score -462034.4 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -462356.625000 Penalty: 854.062439
	Iteration 2F: 3 clusters Score -462356.6 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -462727.375000 Penalty: 854.062439
	Iteration 3F: 3 clusters Score -462727.4 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -463154.125000 Penalty: 854.062439
	Iteration 4F: 3 clusters Score -463154.1 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -463582.375000 Penalty: 854.062439
	Iteration 5F: 3 clusters Score -463582.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -464037.750000 Penalty: 854.062439
	Iteration 6F: 3 clusters Score -464037.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -464456.000000 Penalty: 854.062439
	Iteration 7Q: 3 clusters Score -464456 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -464758.562500 Penalty: 854.062439
	Iteration 8Q: 3 clusters Score -464758.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -464941.937500 Penalty: 854.062439
	Iteration 9Q: 3 clusters Score -464941.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -465054.093750 Penalty: 854.062439
	Iteration 10Q: 3 clusters Score -465054.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -465130.250000 Penalty: 854.062439
	Iteration 11Q: 3 clusters Score -465130.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -465203.656250 Penalty: 854.062439
	Iteration 12Q: 3 clusters Score -465203.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -465268.656250 Penalty: 854.062439
	Iteration 13Q: 3 clusters Score -465268.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -465327.312500 Penalty: 854.062439
	Iteration 14Q: 3 clusters Score -465327.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -465385.468750 Penalty: 854.062439
	Iteration 15Q: 3 clusters Score -465385.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -465445.593750 Penalty: 854.062439
	Iteration 16Q: 3 clusters Score -465445.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -465500.531250 Penalty: 854.062439
	Iteration 17Q: 3 clusters Score -465500.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -465540.500000 Penalty: 854.062439
	Iteration 18Q: 3 clusters Score -465540.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -465577.843750 Penalty: 854.062439
	Iteration 19Q: 3 clusters Score -465577.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -465616.218750 Penalty: 854.062439
	Iteration 20F: 3 clusters Score -465616.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -465658.468750 Penalty: 854.062439
	Iteration 21Q: 3 clusters Score -465658.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -465699.406250 Penalty: 854.062439
	Iteration 22Q: 3 clusters Score -465699.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -465738.687500 Penalty: 854.062439
	Iteration 23Q: 3 clusters Score -465738.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -465775.343750 Penalty: 854.062439
	Iteration 24Q: 3 clusters Score -465775.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -465822.218750 Penalty: 854.062439
	Iteration 25Q: 3 clusters Score -465822.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -465870.906250 Penalty: 854.062439
	Iteration 26Q: 3 clusters Score -465870.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -465920.468750 Penalty: 854.062439
	Iteration 27Q: 3 clusters Score -465920.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -465973.562500 Penalty: 854.062439
	Iteration 28Q: 3 clusters Score -465973.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -466021.875000 Penalty: 854.062439
	Iteration 29Q: 3 clusters Score -466021.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -466067.812500 Penalty: 854.062439
	Iteration 30Q: 3 clusters Score -466067.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -466103.875000 Penalty: 854.062439
	Iteration 31Q: 3 clusters Score -466103.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -466126.125000 Penalty: 854.062439
	Iteration 32Q: 3 clusters Score -466126.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -466138.218750 Penalty: 854.062439
	Iteration 33Q: 3 clusters Score -466138.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -466147.218750 Penalty: 854.062439
	Iteration 34Q: 3 clusters Score -466147.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -466150.500000 Penalty: 854.062439
	Iteration 35Q: 3 clusters Score -466150.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -466154.656250 Penalty: 854.062439
	Iteration 36Q: 3 clusters Score -466154.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -466159.437500 Penalty: 854.062439
	Iteration 37Q: 3 clusters Score -466159.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -466162.593750 Penalty: 854.062439
	Iteration 38Q: 3 clusters Score -466162.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -466166.437500 Penalty: 854.062439
	Iteration 39Q: 3 clusters Score -466166.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -466170.125000 Penalty: 854.062439
	Iteration 40F: 3 clusters Score -466170.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -466171.843750 Penalty: 854.062439
	Iteration 41Q: 3 clusters Score -466171.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -466173.250000 Penalty: 854.062439
	Iteration 42Q: 3 clusters Score -466173.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -466176.500000 Penalty: 854.062439
	Iteration 43Q: 3 clusters Score -466176.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -466179.250000 Penalty: 854.062439
	Iteration 44Q: 3 clusters Score -466179.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -466180.781250 Penalty: 854.062439
	Iteration 45Q: 3 clusters Score -466180.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -466183.312500 Penalty: 854.062439
	Iteration 46Q: 3 clusters Score -466183.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -466187.718750 Penalty: 854.062439
	Iteration 47Q: 3 clusters Score -466187.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -466191.281250 Penalty: 854.062439
	Iteration 48Q: 3 clusters Score -466191.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -466198.750000 Penalty: 854.062439
	Iteration 49Q: 3 clusters Score -466198.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -466203.906250 Penalty: 854.062439
	Iteration 50Q: 3 clusters Score -466203.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -466207.750000 Penalty: 854.062439
	Iteration 51Q: 3 clusters Score -466207.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -466211.843750 Penalty: 854.062439
	Iteration 52Q: 3 clusters Score -466211.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -466214.000000 Penalty: 854.062439
	Iteration 53Q: 3 clusters Score -466214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -466215.531250 Penalty: 854.062439
	Iteration 54Q: 3 clusters Score -466215.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -466215.875000 Penalty: 854.062439
	Iteration 55Q: 3 clusters Score -466215.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -466215.781250 Penalty: 854.062439
	Iteration 56Q: 3 clusters Score -466215.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -466215.781250 Penalty: 854.062439
	Iteration 57F: 3 clusters Score -466215.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Entering Unmasked Estep 
Score: -59069.246094 Penalty: 335.259460
	Iteration 0F: 2 clusters Score -59069.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -57906.167969 Penalty: 670.518921
	Iteration 0F: 3 clusters Score -57906.17 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -58319.925781 Penalty: 670.518921
	Iteration 1F: 3 clusters Score -58319.93 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -58407.125000 Penalty: 670.518921
	Iteration 2F: 3 clusters Score -58407.12 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -58485.031250 Penalty: 670.518921
	Iteration 3F: 3 clusters Score -58485.03 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -58567.308594 Penalty: 670.518921
	Iteration 4F: 3 clusters Score -58567.31 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -58653.414062 Penalty: 670.518921
	Iteration 5Q: 3 clusters Score -58653.41 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -58726.964844 Penalty: 670.518921
	Iteration 6Q: 3 clusters Score -58726.96 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -58771.152344 Penalty: 670.518921
	Iteration 7Q: 3 clusters Score -58771.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -58786.007812 Penalty: 670.518921
	Iteration 8Q: 3 clusters Score -58786.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -58804.496094 Penalty: 670.518921
	Iteration 9Q: 3 clusters Score -58804.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -58825.847656 Penalty: 670.518921
	Iteration 10Q: 3 clusters Score -58825.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -58846.062500 Penalty: 670.518921
	Iteration 11Q: 3 clusters Score -58846.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -58867.003906 Penalty: 670.518921
	Iteration 12Q: 3 clusters Score -58867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -58884.574219 Penalty: 670.518921
	Iteration 13Q: 3 clusters Score -58884.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -58899.804688 Penalty: 670.518921
	Iteration 14Q: 3 clusters Score -58899.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -58904.585938 Penalty: 670.518921
	Iteration 15Q: 3 clusters Score -58904.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -58908.250000 Penalty: 670.518921
	Iteration 16Q: 3 clusters Score -58908.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -58911.644531 Penalty: 670.518921
	Iteration 17Q: 3 clusters Score -58911.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -58913.175781 Penalty: 670.518921
	Iteration 18Q: 3 clusters Score -58913.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -58913.175781 Penalty: 670.518921
	Iteration 19F: 3 clusters Score -58913.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -64026.824219 Penalty: 336.811554
	Iteration 0F: 2 clusters Score -64026.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -62775.546875 Penalty: 673.623108
	Iteration 0F: 3 clusters Score -62775.55 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -63185.496094 Penalty: 673.623108
	Iteration 1F: 3 clusters Score -63185.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -63247.277344 Penalty: 673.623108
	Iteration 2F: 3 clusters Score -63247.28 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -63313.031250 Penalty: 673.623108
	Iteration 3F: 3 clusters Score -63313.03 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -63372.539062 Penalty: 673.623108
	Iteration 4F: 3 clusters Score -63372.54 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -63424.789062 Penalty: 673.623108
	Iteration 5Q: 3 clusters Score -63424.79 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -63480.843750 Penalty: 673.623108
	Iteration 6F: 3 clusters Score -63480.84 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -63527.230469 Penalty: 673.623108
	Iteration 7Q: 3 clusters Score -63527.23 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -63584.535156 Penalty: 673.623108
	Iteration 8Q: 3 clusters Score -63584.54 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -63652.851562 Penalty: 673.623108
	Iteration 9Q: 3 clusters Score -63652.85 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -63712.839844 Penalty: 673.623108
	Iteration 10Q: 3 clusters Score -63712.84 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -63765.164062 Penalty: 673.623108
	Iteration 11Q: 3 clusters Score -63765.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -63783.984375 Penalty: 673.623108
	Iteration 12Q: 3 clusters Score -63783.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -63789.050781 Penalty: 673.623108
	Iteration 13Q: 3 clusters Score -63789.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -63790.968750 Penalty: 673.623108
	Iteration 14Q: 3 clusters Score -63790.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -63791.902344 Penalty: 673.623108
	Iteration 15Q: 3 clusters Score -63791.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -63792.976562 Penalty: 673.623108
	Iteration 16Q: 3 clusters Score -63792.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -63793.472656 Penalty: 673.623108
	Iteration 17Q: 3 clusters Score -63793.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -63793.765625 Penalty: 673.623108
	Iteration 18Q: 3 clusters Score -63793.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -63793.769531 Penalty: 673.623108
	Iteration 19Q: 3 clusters Score -63793.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -63794.062500 Penalty: 673.623108
	Iteration 20F: 3 clusters Score -63794.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -63794.113281 Penalty: 673.623108
	Iteration 21Q: 3 clusters Score -63794.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -63794.566406 Penalty: 673.623108
	Iteration 22Q: 3 clusters Score -63794.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -63794.746094 Penalty: 673.623108
	Iteration 23Q: 3 clusters Score -63794.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -63794.746094 Penalty: 673.623108
	Iteration 24F: 3 clusters Score -63794.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Entering Unmasked Estep 
Score: -352356.437500 Penalty: 413.803986
	Iteration 0F: 2 clusters Score -352356.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -346356.218750 Penalty: 827.607971
	Iteration 0F: 3 clusters Score -346356.2 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -348698.750000 Penalty: 827.607971
	Iteration 1F: 3 clusters Score -348698.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -348961.406250 Penalty: 827.607971
	Iteration 2F: 3 clusters Score -348961.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -349288.375000 Penalty: 827.607971
	Iteration 3F: 3 clusters Score -349288.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -349683.250000 Penalty: 827.607971
	Iteration 4F: 3 clusters Score -349683.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -350181.406250 Penalty: 827.607971
	Iteration 5F: 3 clusters Score -350181.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -350777.187500 Penalty: 827.607971
	Iteration 6F: 3 clusters Score -350777.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -351220.093750 Penalty: 827.607971
	Iteration 7F: 3 clusters Score -351220.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -351495.281250 Penalty: 827.607971
	Iteration 8Q: 3 clusters Score -351495.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -351668.281250 Penalty: 827.607971
	Iteration 9Q: 3 clusters Score -351668.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -351785.562500 Penalty: 827.607971
	Iteration 10Q: 3 clusters Score -351785.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -351856.406250 Penalty: 827.607971
	Iteration 11Q: 3 clusters Score -351856.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -351892.406250 Penalty: 827.607971
	Iteration 12Q: 3 clusters Score -351892.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -351912.656250 Penalty: 827.607971
	Iteration 13Q: 3 clusters Score -351912.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -351924.718750 Penalty: 827.607971
	Iteration 14Q: 3 clusters Score -351924.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -351936.468750 Penalty: 827.607971
	Iteration 15Q: 3 clusters Score -351936.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -351947.468750 Penalty: 827.607971
	Iteration 16Q: 3 clusters Score -351947.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -351955.468750 Penalty: 827.607971
	Iteration 17Q: 3 clusters Score -351955.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -351963.718750 Penalty: 827.607971
	Iteration 18Q: 3 clusters Score -351963.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -351969.312500 Penalty: 827.607971
	Iteration 19Q: 3 clusters Score -351969.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -351978.812500 Penalty: 827.607971
	Iteration 20F: 3 clusters Score -351978.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -351984.406250 Penalty: 827.607971
	Iteration 21Q: 3 clusters Score -351984.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -351989.687500 Penalty: 827.607971
	Iteration 22Q: 3 clusters Score -351989.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -351993.343750 Penalty: 827.607971
	Iteration 23Q: 3 clusters Score -351993.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -351996.218750 Penalty: 827.607971
	Iteration 24Q: 3 clusters Score -351996.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -351997.500000 Penalty: 827.607971
	Iteration 25Q: 3 clusters Score -351997.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -351997.906250 Penalty: 827.607971
	Iteration 26Q: 3 clusters Score -351997.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -351997.906250 Penalty: 827.607971
	Iteration 27F: 3 clusters Score -351997.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -7940.712891 Penalty: 258.136200
	Iteration 0F: 2 clusters Score -7940.713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7638.226074 Penalty: 516.272400
	Iteration 0F: 3 clusters Score -7638.226 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7784.531738 Penalty: 516.272400
	Iteration 1F: 3 clusters Score -7784.532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7812.399414 Penalty: 516.272400
	Iteration 2F: 3 clusters Score -7812.399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7821.985352 Penalty: 516.272400
	Iteration 3Q: 3 clusters Score -7821.985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7835.491699 Penalty: 516.272400
	Iteration 4Q: 3 clusters Score -7835.492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7852.757812 Penalty: 516.272400
	Iteration 5Q: 3 clusters Score -7852.758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7867.674805 Penalty: 516.272400
	Iteration 6Q: 3 clusters Score -7867.675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7874.368652 Penalty: 516.272400
	Iteration 7Q: 3 clusters Score -7874.369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7875.967773 Penalty: 516.272400
	Iteration 8Q: 3 clusters Score -7875.968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7875.967773 Penalty: 516.272400
	Iteration 9F: 3 clusters Score -7875.968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -138445.875000 Penalty: 372.242828
	Iteration 0F: 2 clusters Score -138445.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -135961.765625 Penalty: 744.485657
	Iteration 0F: 3 clusters Score -135961.8 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -136820.437500 Penalty: 744.485657
	Iteration 1F: 3 clusters Score -136820.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -136910.281250 Penalty: 744.485657
	Iteration 2F: 3 clusters Score -136910.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -136996.250000 Penalty: 744.485657
	Iteration 3F: 3 clusters Score -136996.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -137092.187500 Penalty: 744.485657
	Iteration 4F: 3 clusters Score -137092.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -137202.765625 Penalty: 744.485657
	Iteration 5Q: 3 clusters Score -137202.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -137326.296875 Penalty: 744.485657
	Iteration 6F: 3 clusters Score -137326.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -137452.171875 Penalty: 744.485657
	Iteration 7F: 3 clusters Score -137452.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -137596.359375 Penalty: 744.485657
	Iteration 8F: 3 clusters Score -137596.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -137734.296875 Penalty: 744.485657
	Iteration 9F: 3 clusters Score -137734.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -137835.687500 Penalty: 744.485657
	Iteration 10Q: 3 clusters Score -137835.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -137908.390625 Penalty: 744.485657
	Iteration 11Q: 3 clusters Score -137908.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -137954.625000 Penalty: 744.485657
	Iteration 12Q: 3 clusters Score -137954.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -137984.843750 Penalty: 744.485657
	Iteration 13Q: 3 clusters Score -137984.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -137999.437500 Penalty: 744.485657
	Iteration 14Q: 3 clusters Score -137999.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -138007.921875 Penalty: 744.485657
	Iteration 15Q: 3 clusters Score -138007.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -138015.203125 Penalty: 744.485657
	Iteration 16Q: 3 clusters Score -138015.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -138023.687500 Penalty: 744.485657
	Iteration 17Q: 3 clusters Score -138023.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -138030.031250 Penalty: 744.485657
	Iteration 18Q: 3 clusters Score -138030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -138039.281250 Penalty: 744.485657
	Iteration 19Q: 3 clusters Score -138039.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -138048.703125 Penalty: 744.485657
	Iteration 20F: 3 clusters Score -138048.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -138061.359375 Penalty: 744.485657
	Iteration 21Q: 3 clusters Score -138061.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -138075.828125 Penalty: 744.485657
	Iteration 22Q: 3 clusters Score -138075.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -138093.906250 Penalty: 744.485657
	Iteration 23Q: 3 clusters Score -138093.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -138114.765625 Penalty: 744.485657
	Iteration 24Q: 3 clusters Score -138114.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -138134.812500 Penalty: 744.485657
	Iteration 25Q: 3 clusters Score -138134.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -138153.546875 Penalty: 744.485657
	Iteration 26Q: 3 clusters Score -138153.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -138169.640625 Penalty: 744.485657
	Iteration 27Q: 3 clusters Score -138169.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -138177.390625 Penalty: 744.485657
	Iteration 28Q: 3 clusters Score -138177.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -138186.640625 Penalty: 744.485657
	Iteration 29Q: 3 clusters Score -138186.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -138198.140625 Penalty: 744.485657
	Iteration 30Q: 3 clusters Score -138198.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -138205.140625 Penalty: 744.485657
	Iteration 31Q: 3 clusters Score -138205.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -138210.015625 Penalty: 744.485657
	Iteration 32Q: 3 clusters Score -138210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -138215.515625 Penalty: 744.485657
	Iteration 33Q: 3 clusters Score -138215.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -138220.421875 Penalty: 744.485657
	Iteration 34Q: 3 clusters Score -138220.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -138226.593750 Penalty: 744.485657
	Iteration 35Q: 3 clusters Score -138226.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -138229.031250 Penalty: 744.485657
	Iteration 36Q: 3 clusters Score -138229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -138230.750000 Penalty: 744.485657
	Iteration 37Q: 3 clusters Score -138230.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -138232.109375 Penalty: 744.485657
	Iteration 38Q: 3 clusters Score -138232.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -138234.062500 Penalty: 744.485657
	Iteration 39Q: 3 clusters Score -138234.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -138235.093750 Penalty: 744.485657
	Iteration 40F: 3 clusters Score -138235.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -138236.953125 Penalty: 744.485657
	Iteration 41Q: 3 clusters Score -138237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -138237.875000 Penalty: 744.485657
	Iteration 42Q: 3 clusters Score -138237.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -138238.593750 Penalty: 744.485657
	Iteration 43Q: 3 clusters Score -138238.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -138239.703125 Penalty: 744.485657
	Iteration 44Q: 3 clusters Score -138239.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -138239.921875 Penalty: 744.485657
	Iteration 45Q: 3 clusters Score -138239.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -138240.453125 Penalty: 744.485657
	Iteration 46Q: 3 clusters Score -138240.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -138240.921875 Penalty: 744.485657
	Iteration 47Q: 3 clusters Score -138240.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -138240.875000 Penalty: 744.485657
	Iteration 48Q: 3 clusters Score -138240.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -138240.875000 Penalty: 744.485657
	Iteration 49F: 3 clusters Score -138240.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -35767.031250 Penalty: 316.174835
	Iteration 0F: 2 clusters Score -35767.03 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 541 members 
Entering Unmasked Estep 
Score: -34954.695312 Penalty: 632.349670
	Iteration 0F: 3 clusters Score -34954.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -35214.230469 Penalty: 632.349670
	Iteration 1F: 3 clusters Score -35214.23 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -35306.500000 Penalty: 632.349670
	Iteration 2F: 3 clusters Score -35306.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -35398.339844 Penalty: 632.349670
	Iteration 3F: 3 clusters Score -35398.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -35501.898438 Penalty: 632.349670
	Iteration 4F: 3 clusters Score -35501.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -35564.535156 Penalty: 632.349670
	Iteration 5F: 3 clusters Score -35564.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -35597.378906 Penalty: 632.349670
	Iteration 6Q: 3 clusters Score -35597.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -35615.718750 Penalty: 632.349670
	Iteration 7Q: 3 clusters Score -35615.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -35632.382812 Penalty: 632.349670
	Iteration 8Q: 3 clusters Score -35632.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -35652.992188 Penalty: 632.349670
	Iteration 9Q: 3 clusters Score -35652.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -35667.496094 Penalty: 632.349670
	Iteration 10Q: 3 clusters Score -35667.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -35678.246094 Penalty: 632.349670
	Iteration 11Q: 3 clusters Score -35678.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -35685.218750 Penalty: 632.349670
	Iteration 12Q: 3 clusters Score -35685.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -35692.753906 Penalty: 632.349670
	Iteration 13Q: 3 clusters Score -35692.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -35699.550781 Penalty: 632.349670
	Iteration 14Q: 3 clusters Score -35699.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -35701.347656 Penalty: 632.349670
	Iteration 15Q: 3 clusters Score -35701.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -35701.347656 Penalty: 632.349670
	Iteration 16F: 3 clusters Score -35701.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Entering Unmasked Estep 
Score: -160723.515625 Penalty: 377.877045
	Iteration 0F: 2 clusters Score -160723.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -157970.093750 Penalty: 755.754089
	Iteration 0F: 3 clusters Score -157970.1 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -159028.375000 Penalty: 755.754089
	Iteration 1F: 3 clusters Score -159028.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -159279.968750 Penalty: 755.754089
	Iteration 2F: 3 clusters Score -159280 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -159537.359375 Penalty: 755.754089
	Iteration 3F: 3 clusters Score -159537.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -159800.203125 Penalty: 755.754089
	Iteration 4F: 3 clusters Score -159800.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -160012.390625 Penalty: 755.754089
	Iteration 5F: 3 clusters Score -160012.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -160162.218750 Penalty: 755.754089
	Iteration 6Q: 3 clusters Score -160162.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -160250.593750 Penalty: 755.754089
	Iteration 7Q: 3 clusters Score -160250.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -160299.515625 Penalty: 755.754089
	Iteration 8Q: 3 clusters Score -160299.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -160337.109375 Penalty: 755.754089
	Iteration 9Q: 3 clusters Score -160337.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -160364.796875 Penalty: 755.754089
	Iteration 10Q: 3 clusters Score -160364.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -160382.640625 Penalty: 755.754089
	Iteration 11Q: 3 clusters Score -160382.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -160394.468750 Penalty: 755.754089
	Iteration 12Q: 3 clusters Score -160394.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -160401.000000 Penalty: 755.754089
	Iteration 13Q: 3 clusters Score -160401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -160405.984375 Penalty: 755.754089
	Iteration 14Q: 3 clusters Score -160406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -160409.687500 Penalty: 755.754089
	Iteration 15Q: 3 clusters Score -160409.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -160415.625000 Penalty: 755.754089
	Iteration 16Q: 3 clusters Score -160415.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -160421.578125 Penalty: 755.754089
	Iteration 17Q: 3 clusters Score -160421.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -160422.671875 Penalty: 755.754089
	Iteration 18Q: 3 clusters Score -160422.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -160422.671875 Penalty: 755.754089
	Iteration 19F: 3 clusters Score -160422.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -45689.855469 Penalty: 327.585358
	Iteration 0F: 2 clusters Score -45689.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -44739.699219 Penalty: 655.170715
	Iteration 0F: 3 clusters Score -44739.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -45188.546875 Penalty: 655.170715
	Iteration 1F: 3 clusters Score -45188.55 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -45313.675781 Penalty: 655.170715
	Iteration 2F: 3 clusters Score -45313.68 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -45426.152344 Penalty: 655.170715
	Iteration 3F: 3 clusters Score -45426.15 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -45548.695312 Penalty: 655.170715
	Iteration 4F: 3 clusters Score -45548.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -45637.812500 Penalty: 655.170715
	Iteration 5F: 3 clusters Score -45637.81 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -45686.238281 Penalty: 655.170715
	Iteration 6F: 3 clusters Score -45686.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -45716.882812 Penalty: 655.170715
	Iteration 7Q: 3 clusters Score -45716.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -45741.429688 Penalty: 655.170715
	Iteration 8Q: 3 clusters Score -45741.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -45754.007812 Penalty: 655.170715
	Iteration 9Q: 3 clusters Score -45754.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -45757.449219 Penalty: 655.170715
	Iteration 10Q: 3 clusters Score -45757.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -45759.554688 Penalty: 655.170715
	Iteration 11Q: 3 clusters Score -45759.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -45761.175781 Penalty: 655.170715
	Iteration 12Q: 3 clusters Score -45761.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -45762.351562 Penalty: 655.170715
	Iteration 13Q: 3 clusters Score -45762.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -45763.070312 Penalty: 655.170715
	Iteration 14Q: 3 clusters Score -45763.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -45763.070312 Penalty: 655.170715
	Iteration 15F: 3 clusters Score -45763.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 2976 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 12724 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 6220 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 27273 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 284230 members 
Mstep: Class 17 contains 4741 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 11912 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 8907 members 
Mstep: Class 29 contains 888 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 451 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 1471 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 57206 members 
Mstep: Class 40 contains 5649 members 
Mstep: Class 41 contains 3272 members 
Mstep: Class 42 contains 215593 members 
Mstep: Class 43 contains 3139 members 
Mstep: Class 44 contains 1260 members 
Entering Unmasked Estep 
Score: -28357992.000000 Penalty: 27028.597656
Splitting cluster 34 changes total score from -28358186.000000 to -28357992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -61831.019531 Penalty: 333.830627
	Iteration 0F: 2 clusters Score -61831.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -60671.859375 Penalty: 667.661255
	Iteration 0F: 3 clusters Score -60671.86 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -61066.492188 Penalty: 667.661255
	Iteration 1F: 3 clusters Score -61066.49 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -61124.824219 Penalty: 667.661255
	Iteration 2F: 3 clusters Score -61124.82 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -61164.453125 Penalty: 667.661255
	Iteration 3F: 3 clusters Score -61164.45 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -61193.070312 Penalty: 667.661255
	Iteration 4Q: 3 clusters Score -61193.07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -61214.464844 Penalty: 667.661255
	Iteration 5Q: 3 clusters Score -61214.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -61234.730469 Penalty: 667.661255
	Iteration 6Q: 3 clusters Score -61234.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -61253.031250 Penalty: 667.661255
	Iteration 7Q: 3 clusters Score -61253.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -61273.535156 Penalty: 667.661255
	Iteration 8Q: 3 clusters Score -61273.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -61290.656250 Penalty: 667.661255
	Iteration 9Q: 3 clusters Score -61290.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -61315.703125 Penalty: 667.661255
	Iteration 10Q: 3 clusters Score -61315.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -61341.550781 Penalty: 667.661255
	Iteration 11Q: 3 clusters Score -61341.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -61360.902344 Penalty: 667.661255
	Iteration 12Q: 3 clusters Score -61360.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -61387.796875 Penalty: 667.661255
	Iteration 13Q: 3 clusters Score -61387.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -61415.738281 Penalty: 667.661255
	Iteration 14Q: 3 clusters Score -61415.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -61432.191406 Penalty: 667.661255
	Iteration 15Q: 3 clusters Score -61432.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -61448.632812 Penalty: 667.661255
	Iteration 16Q: 3 clusters Score -61448.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -61467.910156 Penalty: 667.661255
	Iteration 17Q: 3 clusters Score -61467.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -61494.722656 Penalty: 667.661255
	Iteration 18Q: 3 clusters Score -61494.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -61519.351562 Penalty: 667.661255
	Iteration 19Q: 3 clusters Score -61519.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -61530.394531 Penalty: 667.661255
	Iteration 20F: 3 clusters Score -61530.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -61532.066406 Penalty: 667.661255
	Iteration 21Q: 3 clusters Score -61532.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -61533.691406 Penalty: 667.661255
	Iteration 22Q: 3 clusters Score -61533.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -61534.273438 Penalty: 667.661255
	Iteration 23Q: 3 clusters Score -61534.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -61534.273438 Penalty: 667.661255
	Iteration 24F: 3 clusters Score -61534.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -26837.740234 Penalty: 299.733521
	Iteration 0F: 2 clusters Score -26837.74 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 378 members 
Entering Unmasked Estep 
Score: -26184.582031 Penalty: 599.467041
	Iteration 0F: 3 clusters Score -26184.58 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -26379.074219 Penalty: 599.467041
	Iteration 1F: 3 clusters Score -26379.07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -26432.675781 Penalty: 599.467041
	Iteration 2F: 3 clusters Score -26432.68 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -26464.505859 Penalty: 599.467041
	Iteration 3F: 3 clusters Score -26464.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -26490.857422 Penalty: 599.467041
	Iteration 4Q: 3 clusters Score -26490.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -26511.580078 Penalty: 599.467041
	Iteration 5Q: 3 clusters Score -26511.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -26525.437500 Penalty: 599.467041
	Iteration 6Q: 3 clusters Score -26525.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -26533.916016 Penalty: 599.467041
	Iteration 7Q: 3 clusters Score -26533.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -26543.898438 Penalty: 599.467041
	Iteration 8Q: 3 clusters Score -26543.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -26554.253906 Penalty: 599.467041
	Iteration 9Q: 3 clusters Score -26554.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -26562.162109 Penalty: 599.467041
	Iteration 10Q: 3 clusters Score -26562.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -26569.318359 Penalty: 599.467041
	Iteration 11Q: 3 clusters Score -26569.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -26577.648438 Penalty: 599.467041
	Iteration 12Q: 3 clusters Score -26577.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -26583.910156 Penalty: 599.467041
	Iteration 13Q: 3 clusters Score -26583.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -26586.087891 Penalty: 599.467041
	Iteration 14Q: 3 clusters Score -26586.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -26590.875000 Penalty: 599.467041
	Iteration 15Q: 3 clusters Score -26590.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -26596.119141 Penalty: 599.467041
	Iteration 16Q: 3 clusters Score -26596.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -26599.882812 Penalty: 599.467041
	Iteration 17Q: 3 clusters Score -26599.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -26603.003906 Penalty: 599.467041
	Iteration 18Q: 3 clusters Score -26603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -26605.607422 Penalty: 599.467041
	Iteration 19Q: 3 clusters Score -26605.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -26607.222656 Penalty: 599.467041
	Iteration 20F: 3 clusters Score -26607.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -26608.199219 Penalty: 599.467041
	Iteration 21Q: 3 clusters Score -26608.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -26608.818359 Penalty: 599.467041
	Iteration 22Q: 3 clusters Score -26608.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -26608.818359 Penalty: 599.467041
	Iteration 23F: 3 clusters Score -26608.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -58613.449219 Penalty: 331.863251
	Iteration 0F: 2 clusters Score -58613.45 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 756 members 
Entering Unmasked Estep 
Score: -57503.675781 Penalty: 663.726501
	Iteration 0F: 3 clusters Score -57503.68 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -57833.066406 Penalty: 663.726501
	Iteration 1F: 3 clusters Score -57833.07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -57900.152344 Penalty: 663.726501
	Iteration 2F: 3 clusters Score -57900.15 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -57948.214844 Penalty: 663.726501
	Iteration 3F: 3 clusters Score -57948.21 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -57984.941406 Penalty: 663.726501
	Iteration 4F: 3 clusters Score -57984.94 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -58011.042969 Penalty: 663.726501
	Iteration 5Q: 3 clusters Score -58011.04 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -58042.343750 Penalty: 663.726501
	Iteration 6Q: 3 clusters Score -58042.34 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -58074.148438 Penalty: 663.726501
	Iteration 7Q: 3 clusters Score -58074.15 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -58121.593750 Penalty: 663.726501
	Iteration 8Q: 3 clusters Score -58121.59 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -58186.093750 Penalty: 663.726501
	Iteration 9F: 3 clusters Score -58186.09 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -58232.820312 Penalty: 663.726501
	Iteration 10Q: 3 clusters Score -58232.82 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -58267.015625 Penalty: 663.726501
	Iteration 11Q: 3 clusters Score -58267.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -58282.460938 Penalty: 663.726501
	Iteration 12Q: 3 clusters Score -58282.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -58301.777344 Penalty: 663.726501
	Iteration 13Q: 3 clusters Score -58301.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -58324.914062 Penalty: 663.726501
	Iteration 14Q: 3 clusters Score -58324.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -58337.632812 Penalty: 663.726501
	Iteration 15Q: 3 clusters Score -58337.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -58340.562500 Penalty: 663.726501
	Iteration 16Q: 3 clusters Score -58340.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -58341.664062 Penalty: 663.726501
	Iteration 17Q: 3 clusters Score -58341.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -58342.585938 Penalty: 663.726501
	Iteration 18Q: 3 clusters Score -58342.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -58345.210938 Penalty: 663.726501
	Iteration 19Q: 3 clusters Score -58345.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -58349.777344 Penalty: 663.726501
	Iteration 20F: 3 clusters Score -58349.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -58351.152344 Penalty: 663.726501
	Iteration 21Q: 3 clusters Score -58351.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -58351.937500 Penalty: 663.726501
	Iteration 22Q: 3 clusters Score -58351.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -58351.937500 Penalty: 663.726501
	Iteration 23F: 3 clusters Score -58351.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -8562.002930 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -8562.003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8265.261719 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -8265.262 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8328.598633 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -8328.599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8345.298828 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -8345.299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8352.012695 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -8352.013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8357.132812 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -8357.133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8361.745117 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -8361.745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8371.705078 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -8371.705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8387.128906 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -8387.129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8398.742188 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -8398.742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8404.337891 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -8404.338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8405.687500 Penalty: 499.116516
	Iteration 10Q: 3 clusters Score -8405.688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8406.779297 Penalty: 499.116516
	Iteration 11Q: 3 clusters Score -8406.779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8406.779297 Penalty: 499.116516
	Iteration 12F: 3 clusters Score -8406.779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (57206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Entering Unmasked Estep 
Score: -2310958.250000 Penalty: 498.425842
	Iteration 0F: 2 clusters Score -2310958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -2272569.000000 Penalty: 996.851685
	Iteration 0F: 3 clusters Score -2272569 nChanged 27653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -2288822.250000 Penalty: 996.851685
	Iteration 1F: 3 clusters Score -2288822 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -2289609.000000 Penalty: 996.851685
	Iteration 2Q: 3 clusters Score -2289609 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -2290725.750000 Penalty: 996.851685
	Iteration 3Q: 3 clusters Score -2290726 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -2292398.250000 Penalty: 996.851685
	Iteration 4Q: 3 clusters Score -2292398 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -2294745.750000 Penalty: 996.851685
	Iteration 5F: 3 clusters Score -2294746 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -2297683.000000 Penalty: 996.851685
	Iteration 6F: 3 clusters Score -2297683 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -2300865.500000 Penalty: 996.851685
	Iteration 7F: 3 clusters Score -2300866 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -2303801.500000 Penalty: 996.851685
	Iteration 8F: 3 clusters Score -2303802 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -2306261.250000 Penalty: 996.851685
	Iteration 9F: 3 clusters Score -2306261 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -2308072.250000 Penalty: 996.851685
	Iteration 10Q: 3 clusters Score -2308072 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -2309240.750000 Penalty: 996.851685
	Iteration 11Q: 3 clusters Score -2309241 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -2309902.000000 Penalty: 996.851685
	Iteration 12Q: 3 clusters Score -2309902 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -2310204.250000 Penalty: 996.851685
	Iteration 13Q: 3 clusters Score -2310204 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -2310360.250000 Penalty: 996.851685
	Iteration 14Q: 3 clusters Score -2310360 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 56864 members 
Entering Unmasked Estep 
Score: -2310418.000000 Penalty: 996.851685
	Iteration 15Q: 3 clusters Score -2310418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -2310455.250000 Penalty: 996.851685
	Iteration 16Q: 3 clusters Score -2310455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 56958 members 
Entering Unmasked Estep 
Score: -2310477.750000 Penalty: 996.851685
	Iteration 17Q: 3 clusters Score -2310478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 56977 members 
Entering Unmasked Estep 
Score: -2310498.250000 Penalty: 996.851685
	Iteration 18Q: 3 clusters Score -2310498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
Score: -2310508.250000 Penalty: 996.851685
	Iteration 19Q: 3 clusters Score -2310508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 56999 members 
Entering Unmasked Estep 
Score: -2310516.250000 Penalty: 996.851685
	Iteration 20F: 3 clusters Score -2310516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -2310517.500000 Penalty: 996.851685
	Iteration 21Q: 3 clusters Score -2310518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
Score: -2310527.750000 Penalty: 996.851685
	Iteration 22Q: 3 clusters Score -2310528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 57017 members 
Entering Unmasked Estep 
Score: -2310529.750000 Penalty: 996.851685
	Iteration 23Q: 3 clusters Score -2310530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 57020 members 
Entering Unmasked Estep 
Score: -2310531.750000 Penalty: 996.851685
	Iteration 24Q: 3 clusters Score -2310532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -2310534.500000 Penalty: 996.851685
	Iteration 25Q: 3 clusters Score -2310534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
Score: -2310537.500000 Penalty: 996.851685
	Iteration 26Q: 3 clusters Score -2310538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -2310538.750000 Penalty: 996.851685
	Iteration 27Q: 3 clusters Score -2310539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -2310538.750000 Penalty: 996.851685
	Iteration 28Q: 3 clusters Score -2310539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -2310538.500000 Penalty: 996.851685
	Iteration 29Q: 3 clusters Score -2310538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -2310538.750000 Penalty: 996.851685
	Iteration 30Q: 3 clusters Score -2310539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -2310541.000000 Penalty: 996.851685
	Iteration 31Q: 3 clusters Score -2310541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -2310541.750000 Penalty: 996.851685
	Iteration 32Q: 3 clusters Score -2310542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -2310542.750000 Penalty: 996.851685
	Iteration 33Q: 3 clusters Score -2310543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -2310542.500000 Penalty: 996.851685
	Iteration 34Q: 3 clusters Score -2310542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -2310545.750000 Penalty: 996.851685
	Iteration 35Q: 3 clusters Score -2310546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -2310546.000000 Penalty: 996.851685
	Iteration 36Q: 3 clusters Score -2310546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -2310546.000000 Penalty: 996.851685
	Iteration 37F: 3 clusters Score -2310546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Entering Unmasked Estep 
Score: -232920.359375 Penalty: 393.085114
	Iteration 0F: 2 clusters Score -232920.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -229210.234375 Penalty: 786.170227
	Iteration 0F: 3 clusters Score -229210.2 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -230725.156250 Penalty: 786.170227
	Iteration 1F: 3 clusters Score -230725.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -231005.046875 Penalty: 786.170227
	Iteration 2F: 3 clusters Score -231005 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -231304.515625 Penalty: 786.170227
	Iteration 3F: 3 clusters Score -231304.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -231543.015625 Penalty: 786.170227
	Iteration 4F: 3 clusters Score -231543 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -231738.781250 Penalty: 786.170227
	Iteration 5Q: 3 clusters Score -231738.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -231925.078125 Penalty: 786.170227
	Iteration 6Q: 3 clusters Score -231925.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -232053.171875 Penalty: 786.170227
	Iteration 7Q: 3 clusters Score -232053.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -232126.609375 Penalty: 786.170227
	Iteration 8Q: 3 clusters Score -232126.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -232164.281250 Penalty: 786.170227
	Iteration 9Q: 3 clusters Score -232164.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -232191.765625 Penalty: 786.170227
	Iteration 10Q: 3 clusters Score -232191.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -232215.187500 Penalty: 786.170227
	Iteration 11Q: 3 clusters Score -232215.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -232230.031250 Penalty: 786.170227
	Iteration 12Q: 3 clusters Score -232230 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -232245.937500 Penalty: 786.170227
	Iteration 13Q: 3 clusters Score -232245.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -232262.703125 Penalty: 786.170227
	Iteration 14Q: 3 clusters Score -232262.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -232278.828125 Penalty: 786.170227
	Iteration 15Q: 3 clusters Score -232278.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -232288.578125 Penalty: 786.170227
	Iteration 16Q: 3 clusters Score -232288.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -232298.937500 Penalty: 786.170227
	Iteration 17Q: 3 clusters Score -232298.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -232313.062500 Penalty: 786.170227
	Iteration 18Q: 3 clusters Score -232313.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -232331.484375 Penalty: 786.170227
	Iteration 19Q: 3 clusters Score -232331.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -232357.531250 Penalty: 786.170227
	Iteration 20F: 3 clusters Score -232357.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -232383.531250 Penalty: 786.170227
	Iteration 21Q: 3 clusters Score -232383.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -232402.781250 Penalty: 786.170227
	Iteration 22Q: 3 clusters Score -232402.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -232417.015625 Penalty: 786.170227
	Iteration 23Q: 3 clusters Score -232417 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -232429.656250 Penalty: 786.170227
	Iteration 24Q: 3 clusters Score -232429.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -232439.234375 Penalty: 786.170227
	Iteration 25Q: 3 clusters Score -232439.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -232444.453125 Penalty: 786.170227
	Iteration 26Q: 3 clusters Score -232444.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -232453.562500 Penalty: 786.170227
	Iteration 27Q: 3 clusters Score -232453.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -232462.062500 Penalty: 786.170227
	Iteration 28Q: 3 clusters Score -232462.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -232469.875000 Penalty: 786.170227
	Iteration 29Q: 3 clusters Score -232469.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -232475.984375 Penalty: 786.170227
	Iteration 30Q: 3 clusters Score -232476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -232484.796875 Penalty: 786.170227
	Iteration 31Q: 3 clusters Score -232484.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -232491.750000 Penalty: 786.170227
	Iteration 32Q: 3 clusters Score -232491.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -232503.515625 Penalty: 786.170227
	Iteration 33Q: 3 clusters Score -232503.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -232515.468750 Penalty: 786.170227
	Iteration 34Q: 3 clusters Score -232515.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -232523.968750 Penalty: 786.170227
	Iteration 35Q: 3 clusters Score -232524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -232536.437500 Penalty: 786.170227
	Iteration 36Q: 3 clusters Score -232536.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -232548.625000 Penalty: 786.170227
	Iteration 37Q: 3 clusters Score -232548.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -232559.500000 Penalty: 786.170227
	Iteration 38Q: 3 clusters Score -232559.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -232568.125000 Penalty: 786.170227
	Iteration 39Q: 3 clusters Score -232568.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -232570.578125 Penalty: 786.170227
	Iteration 40F: 3 clusters Score -232570.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -232573.546875 Penalty: 786.170227
	Iteration 41Q: 3 clusters Score -232573.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -232574.093750 Penalty: 786.170227
	Iteration 42Q: 3 clusters Score -232574.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -232574.046875 Penalty: 786.170227
	Iteration 43Q: 3 clusters Score -232574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -232574.046875 Penalty: 786.170227
	Iteration 44F: 3 clusters Score -232574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Entering Unmasked Estep 
Score: -133649.921875 Penalty: 368.238647
	Iteration 0F: 2 clusters Score -133649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -131441.375000 Penalty: 736.477295
	Iteration 0F: 3 clusters Score -131441.4 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -132383.796875 Penalty: 736.477295
	Iteration 1F: 3 clusters Score -132383.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -132579.859375 Penalty: 736.477295
	Iteration 2F: 3 clusters Score -132579.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -132782.734375 Penalty: 736.477295
	Iteration 3F: 3 clusters Score -132782.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -132969.734375 Penalty: 736.477295
	Iteration 4F: 3 clusters Score -132969.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -133071.437500 Penalty: 736.477295
	Iteration 5F: 3 clusters Score -133071.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -133129.890625 Penalty: 736.477295
	Iteration 6Q: 3 clusters Score -133129.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -133162.093750 Penalty: 736.477295
	Iteration 7Q: 3 clusters Score -133162.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -133175.546875 Penalty: 736.477295
	Iteration 8Q: 3 clusters Score -133175.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -133183.265625 Penalty: 736.477295
	Iteration 9Q: 3 clusters Score -133183.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -133192.062500 Penalty: 736.477295
	Iteration 10Q: 3 clusters Score -133192.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -133196.390625 Penalty: 736.477295
	Iteration 11Q: 3 clusters Score -133196.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -133199.828125 Penalty: 736.477295
	Iteration 12Q: 3 clusters Score -133199.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -133201.765625 Penalty: 736.477295
	Iteration 13Q: 3 clusters Score -133201.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -133203.890625 Penalty: 736.477295
	Iteration 14Q: 3 clusters Score -133203.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -133205.281250 Penalty: 736.477295
	Iteration 15Q: 3 clusters Score -133205.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -133206.546875 Penalty: 736.477295
	Iteration 16Q: 3 clusters Score -133206.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -133207.609375 Penalty: 736.477295
	Iteration 17Q: 3 clusters Score -133207.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -133208.546875 Penalty: 736.477295
	Iteration 18Q: 3 clusters Score -133208.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -133208.953125 Penalty: 736.477295
	Iteration 19Q: 3 clusters Score -133209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -133209.546875 Penalty: 736.477295
	Iteration 20F: 3 clusters Score -133209.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -133210.203125 Penalty: 736.477295
	Iteration 21Q: 3 clusters Score -133210.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -133211.078125 Penalty: 736.477295
	Iteration 22Q: 3 clusters Score -133211.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -133212.171875 Penalty: 736.477295
	Iteration 23Q: 3 clusters Score -133212.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -133212.875000 Penalty: 736.477295
	Iteration 24Q: 3 clusters Score -133212.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -133213.375000 Penalty: 736.477295
	Iteration 25Q: 3 clusters Score -133213.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -133214.046875 Penalty: 736.477295
	Iteration 26Q: 3 clusters Score -133214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -133214.734375 Penalty: 736.477295
	Iteration 27Q: 3 clusters Score -133214.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -133215.203125 Penalty: 736.477295
	Iteration 28Q: 3 clusters Score -133215.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -133216.203125 Penalty: 736.477295
	Iteration 29Q: 3 clusters Score -133216.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -133217.484375 Penalty: 736.477295
	Iteration 30Q: 3 clusters Score -133217.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -133218.375000 Penalty: 736.477295
	Iteration 31Q: 3 clusters Score -133218.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -133220.093750 Penalty: 736.477295
	Iteration 32Q: 3 clusters Score -133220.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -133221.203125 Penalty: 736.477295
	Iteration 33Q: 3 clusters Score -133221.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -133222.234375 Penalty: 736.477295
	Iteration 34Q: 3 clusters Score -133222.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -133223.718750 Penalty: 736.477295
	Iteration 35Q: 3 clusters Score -133223.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -133225.531250 Penalty: 736.477295
	Iteration 36Q: 3 clusters Score -133225.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -133226.359375 Penalty: 736.477295
	Iteration 37Q: 3 clusters Score -133226.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -133227.125000 Penalty: 736.477295
	Iteration 38Q: 3 clusters Score -133227.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -133227.281250 Penalty: 736.477295
	Iteration 39Q: 3 clusters Score -133227.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -133228.109375 Penalty: 736.477295
	Iteration 40F: 3 clusters Score -133228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -133228.250000 Penalty: 736.477295
	Iteration 41Q: 3 clusters Score -133228.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -133228.296875 Penalty: 736.477295
	Iteration 42Q: 3 clusters Score -133228.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -133228.359375 Penalty: 736.477295
	Iteration 43Q: 3 clusters Score -133228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -133228.703125 Penalty: 736.477295
	Iteration 44Q: 3 clusters Score -133228.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -133228.781250 Penalty: 736.477295
	Iteration 45Q: 3 clusters Score -133228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -133229.140625 Penalty: 736.477295
	Iteration 46Q: 3 clusters Score -133229.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -133229.562500 Penalty: 736.477295
	Iteration 47Q: 3 clusters Score -133229.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -133229.562500 Penalty: 736.477295
	Iteration 48F: 3 clusters Score -133229.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (215593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215593 members 
Entering Unmasked Estep 
Score: -8886082.000000 Penalty: 558.792236
	Iteration 0F: 2 clusters Score -8886082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107578 members 
Mstep: Class 2 contains 108015 members 
Entering Unmasked Estep 
Score: -8739316.000000 Penalty: 1117.584473
	Iteration 0F: 3 clusters Score -8739316 nChanged 106382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95666 members 
Mstep: Class 2 contains 119927 members 
Entering Unmasked Estep 
Score: -8804539.000000 Penalty: 1117.584473
	Iteration 1F: 3 clusters Score -8804539 nChanged 10666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86964 members 
Mstep: Class 2 contains 128629 members 
Entering Unmasked Estep 
Score: -8809228.000000 Penalty: 1117.584473
	Iteration 2Q: 3 clusters Score -8809228 nChanged 14286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74058 members 
Mstep: Class 2 contains 141535 members 
Entering Unmasked Estep 
Score: -8817651.000000 Penalty: 1117.584473
	Iteration 3F: 3 clusters Score -8817651 nChanged 17641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57281 members 
Mstep: Class 2 contains 158312 members 
Entering Unmasked Estep 
Score: -8830495.000000 Penalty: 1117.584473
	Iteration 4F: 3 clusters Score -8830495 nChanged 19034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 176900 members 
Entering Unmasked Estep 
Score: -8847493.000000 Penalty: 1117.584473
	Iteration 5F: 3 clusters Score -8847493 nChanged 16872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 193610 members 
Entering Unmasked Estep 
Score: -8864024.000000 Penalty: 1117.584473
	Iteration 6F: 3 clusters Score -8864024 nChanged 11868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 205450 members 
Entering Unmasked Estep 
Score: -8876158.000000 Penalty: 1117.584473
	Iteration 7F: 3 clusters Score -8876158 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 211773 members 
Entering Unmasked Estep 
Score: -8882320.000000 Penalty: 1117.584473
	Iteration 8Q: 3 clusters Score -8882320 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 214305 members 
Entering Unmasked Estep 
Score: -8884607.000000 Penalty: 1117.584473
	Iteration 9Q: 3 clusters Score -8884607 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 215095 members 
Entering Unmasked Estep 
Score: -8885304.000000 Penalty: 1117.584473
	Iteration 10Q: 3 clusters Score -8885304 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 215330 members 
Entering Unmasked Estep 
Score: -8885511.000000 Penalty: 1117.584473
	Iteration 11Q: 3 clusters Score -8885511 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 215404 members 
Entering Unmasked Estep 
Score: -8885613.000000 Penalty: 1117.584473
	Iteration 12Q: 3 clusters Score -8885613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 215412 members 
Entering Unmasked Estep 
Score: -8885667.000000 Penalty: 1117.584473
	Iteration 13Q: 3 clusters Score -8885667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 215401 members 
Entering Unmasked Estep 
Score: -8885705.000000 Penalty: 1117.584473
	Iteration 14Q: 3 clusters Score -8885705 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 215393 members 
Entering Unmasked Estep 
Score: -8885729.000000 Penalty: 1117.584473
	Iteration 15Q: 3 clusters Score -8885729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 215379 members 
Entering Unmasked Estep 
Score: -8885749.000000 Penalty: 1117.584473
	Iteration 16Q: 3 clusters Score -8885749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 215371 members 
Entering Unmasked Estep 
Score: -8885767.000000 Penalty: 1117.584473
	Iteration 17Q: 3 clusters Score -8885767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 215361 members 
Entering Unmasked Estep 
Score: -8885792.000000 Penalty: 1117.584473
	Iteration 18Q: 3 clusters Score -8885792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 215351 members 
Entering Unmasked Estep 
Score: -8885798.000000 Penalty: 1117.584473
	Iteration 19Q: 3 clusters Score -8885798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 215340 members 
Entering Unmasked Estep 
Score: -8885799.000000 Penalty: 1117.584473
	Iteration 20F: 3 clusters Score -8885799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 215337 members 
Entering Unmasked Estep 
Score: -8885806.000000 Penalty: 1117.584473
	Iteration 21Q: 3 clusters Score -8885806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 215328 members 
Entering Unmasked Estep 
Score: -8885819.000000 Penalty: 1117.584473
	Iteration 22Q: 3 clusters Score -8885819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 215318 members 
Entering Unmasked Estep 
Score: -8885820.000000 Penalty: 1117.584473
	Iteration 23Q: 3 clusters Score -8885820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 215314 members 
Entering Unmasked Estep 
Score: -8885820.000000 Penalty: 1117.584473
	Iteration 24Q: 3 clusters Score -8885820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 215317 members 
Entering Unmasked Estep 
Score: -8885835.000000 Penalty: 1117.584473
	Iteration 25Q: 3 clusters Score -8885835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 215318 members 
Entering Unmasked Estep 
Score: -8885836.000000 Penalty: 1117.584473
	Iteration 26Q: 3 clusters Score -8885836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 215315 members 
Entering Unmasked Estep 
Score: -8885843.000000 Penalty: 1117.584473
	Iteration 27Q: 3 clusters Score -8885843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 215314 members 
Entering Unmasked Estep 
Score: -8885844.000000 Penalty: 1117.584473
	Iteration 28Q: 3 clusters Score -8885844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 215313 members 
Entering Unmasked Estep 
Score: -8885845.000000 Penalty: 1117.584473
	Iteration 29Q: 3 clusters Score -8885845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 215313 members 
Entering Unmasked Estep 
Score: -8885845.000000 Penalty: 1117.584473
	Iteration 30F: 3 clusters Score -8885845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Entering Unmasked Estep 
Score: -128348.460938 Penalty: 366.350525
	Iteration 0F: 2 clusters Score -128348.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -126253.187500 Penalty: 732.701050
	Iteration 0F: 3 clusters Score -126253.2 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -127015.687500 Penalty: 732.701050
	Iteration 1F: 3 clusters Score -127015.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -127154.828125 Penalty: 732.701050
	Iteration 2F: 3 clusters Score -127154.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -127309.375000 Penalty: 732.701050
	Iteration 3F: 3 clusters Score -127309.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -127469.500000 Penalty: 732.701050
	Iteration 4F: 3 clusters Score -127469.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -127620.164062 Penalty: 732.701050
	Iteration 5F: 3 clusters Score -127620.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -127768.171875 Penalty: 732.701050
	Iteration 6F: 3 clusters Score -127768.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -127883.421875 Penalty: 732.701050
	Iteration 7Q: 3 clusters Score -127883.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -127937.531250 Penalty: 732.701050
	Iteration 8Q: 3 clusters Score -127937.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -127966.804688 Penalty: 732.701050
	Iteration 9Q: 3 clusters Score -127966.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -127985.531250 Penalty: 732.701050
	Iteration 10Q: 3 clusters Score -127985.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -127998.085938 Penalty: 732.701050
	Iteration 11Q: 3 clusters Score -127998.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -128007.570312 Penalty: 732.701050
	Iteration 12Q: 3 clusters Score -128007.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -128016.890625 Penalty: 732.701050
	Iteration 13Q: 3 clusters Score -128016.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -128024.296875 Penalty: 732.701050
	Iteration 14Q: 3 clusters Score -128024.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -128028.343750 Penalty: 732.701050
	Iteration 15Q: 3 clusters Score -128028.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -128033.921875 Penalty: 732.701050
	Iteration 16Q: 3 clusters Score -128033.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -128038.656250 Penalty: 732.701050
	Iteration 17Q: 3 clusters Score -128038.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -128042.609375 Penalty: 732.701050
	Iteration 18Q: 3 clusters Score -128042.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -128043.796875 Penalty: 732.701050
	Iteration 19Q: 3 clusters Score -128043.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -128043.796875 Penalty: 732.701050
	Iteration 20F: 3 clusters Score -128043.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -45749.921875 Penalty: 324.818451
	Iteration 0F: 2 clusters Score -45749.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -44839.773438 Penalty: 649.636902
	Iteration 0F: 3 clusters Score -44839.77 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -45183.722656 Penalty: 649.636902
	Iteration 1F: 3 clusters Score -45183.72 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -45321.261719 Penalty: 649.636902
	Iteration 2F: 3 clusters Score -45321.26 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -45395.746094 Penalty: 649.636902
	Iteration 3F: 3 clusters Score -45395.75 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -45428.320312 Penalty: 649.636902
	Iteration 4Q: 3 clusters Score -45428.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -45450.949219 Penalty: 649.636902
	Iteration 5Q: 3 clusters Score -45450.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -45474.320312 Penalty: 649.636902
	Iteration 6Q: 3 clusters Score -45474.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -45493.675781 Penalty: 649.636902
	Iteration 7Q: 3 clusters Score -45493.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -45503.363281 Penalty: 649.636902
	Iteration 8Q: 3 clusters Score -45503.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -45511.007812 Penalty: 649.636902
	Iteration 9Q: 3 clusters Score -45511.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -45520.500000 Penalty: 649.636902
	Iteration 10Q: 3 clusters Score -45520.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -45525.269531 Penalty: 649.636902
	Iteration 11Q: 3 clusters Score -45525.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -45528.820312 Penalty: 649.636902
	Iteration 12Q: 3 clusters Score -45528.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -45530.765625 Penalty: 649.636902
	Iteration 13Q: 3 clusters Score -45530.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -45532.429688 Penalty: 649.636902
	Iteration 14Q: 3 clusters Score -45532.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -45537.214844 Penalty: 649.636902
	Iteration 15Q: 3 clusters Score -45537.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -45541.492188 Penalty: 649.636902
	Iteration 16Q: 3 clusters Score -45541.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -45545.886719 Penalty: 649.636902
	Iteration 17Q: 3 clusters Score -45545.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -45549.664062 Penalty: 649.636902
	Iteration 18Q: 3 clusters Score -45549.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -45552.441406 Penalty: 649.636902
	Iteration 19Q: 3 clusters Score -45552.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -45557.468750 Penalty: 649.636902
	Iteration 20F: 3 clusters Score -45557.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -45561.039062 Penalty: 649.636902
	Iteration 21Q: 3 clusters Score -45561.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -45563.023438 Penalty: 649.636902
	Iteration 22Q: 3 clusters Score -45563.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -45564.335938 Penalty: 649.636902
	Iteration 23Q: 3 clusters Score -45564.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -45567.785156 Penalty: 649.636902
	Iteration 24Q: 3 clusters Score -45567.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -45568.660156 Penalty: 649.636902
	Iteration 25Q: 3 clusters Score -45568.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -45568.660156 Penalty: 649.636902
	Iteration 26F: 3 clusters Score -45568.66 nChanged 0
23->44 Clusters: Score -28358186.000000, best is -28358846.000000

Starting from 24 clusters...
--- Clustering full data set of 729999 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 31747 members 
Mstep: Class 3 contains 31602 members 
Mstep: Class 4 contains 31234 members 
Mstep: Class 5 contains 31625 members 
Mstep: Class 6 contains 31846 members 
Mstep: Class 7 contains 31695 members 
Mstep: Class 8 contains 32003 members 
Mstep: Class 9 contains 31671 members 
Mstep: Class 10 contains 31619 members 
Mstep: Class 11 contains 32055 members 
Mstep: Class 12 contains 31876 members 
Mstep: Class 13 contains 31928 members 
Mstep: Class 14 contains 31559 members 
Mstep: Class 15 contains 31730 members 
Mstep: Class 16 contains 31476 members 
Mstep: Class 17 contains 31678 members 
Mstep: Class 18 contains 31418 members 
Mstep: Class 19 contains 31891 members 
Mstep: Class 20 contains 32117 members 
Mstep: Class 21 contains 31767 members 
Mstep: Class 22 contains 31883 members 
Mstep: Class 23 contains 31890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 85.728851 but Gain 614.286133
Score: -24412558.000000 Penalty: 13514.298828
Iteration 0F: 23 clusters Score -2.441256e+07 nChanged 697474
Entering Unmasked Mstep 
Mstep: Class 0 contains 1971 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 49370 members 
Mstep: Class 3 contains 8612 members 
Mstep: Class 4 contains 7915 members 
Mstep: Class 5 contains 10057 members 
Mstep: Class 6 contains 26503 members 
Mstep: Class 7 contains 18628 members 
Mstep: Class 8 contains 5595 members 
Mstep: Class 9 contains 17408 members 
Mstep: Class 10 contains 52513 members 
Mstep: Class 11 contains 3669 members 
Mstep: Class 12 contains 63915 members 
Mstep: Class 13 contains 187747 members 
Mstep: Class 14 contains 30461 members 
Mstep: Class 15 contains 44872 members 
Mstep: Class 16 contains 6078 members 
Mstep: Class 17 contains 66969 members 
Mstep: Class 19 contains 62490 members 
Mstep: Class 20 contains 22836 members 
Mstep: Class 21 contains 11815 members 
Mstep: Class 22 contains 9236 members 
Mstep: Class 23 contains 4968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27014706.000000 Penalty: 13514.298828
Iteration 1F: 23 clusters Score -2.701471e+07 nChanged 284170
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 38599 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 9048 members 
Mstep: Class 5 contains 3195 members 
Mstep: Class 6 contains 23375 members 
Mstep: Class 7 contains 23673 members 
Mstep: Class 8 contains 1660 members 
Mstep: Class 9 contains 19714 members 
Mstep: Class 10 contains 48571 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 30241 members 
Mstep: Class 13 contains 295901 members 
Mstep: Class 14 contains 34407 members 
Mstep: Class 15 contains 60740 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 35334 members 
Mstep: Class 19 contains 34523 members 
Mstep: Class 20 contains 14600 members 
Mstep: Class 21 contains 11109 members 
Mstep: Class 22 contains 5706 members 
Mstep: Class 23 contains 1240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 408.927887 but Gain 614.286133
Score: -27666696.000000 Penalty: 12900.012695
Iteration 2F: 22 clusters Score -2.76667e+07 nChanged 176145
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 36954 members 
Mstep: Class 3 contains 609 members 
Mstep: Class 4 contains 8396 members 
Mstep: Class 5 contains 2102 members 
Mstep: Class 6 contains 17279 members 
Mstep: Class 7 contains 36971 members 
Mstep: Class 9 contains 20651 members 
Mstep: Class 10 contains 33901 members 
Mstep: Class 11 contains 3024 members 
Mstep: Class 12 contains 13589 members 
Mstep: Class 13 contains 374684 members 
Mstep: Class 14 contains 24081 members 
Mstep: Class 15 contains 53355 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 14536 members 
Mstep: Class 19 contains 16870 members 
Mstep: Class 20 contains 12702 members 
Mstep: Class 21 contains 11335 members 
Mstep: Class 22 contains 6588 members 
Mstep: Class 23 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 283.395691 but Gain 614.286133
Score: -27932124.000000 Penalty: 12285.726562
Iteration 3F: 21 clusters Score -2.793212e+07 nChanged 113850
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 31112 members 
Mstep: Class 4 contains 7362 members 
Mstep: Class 5 contains 2065 members 
Mstep: Class 6 contains 12967 members 
Mstep: Class 7 contains 48716 members 
Mstep: Class 9 contains 19298 members 
Mstep: Class 10 contains 18163 members 
Mstep: Class 11 contains 3530 members 
Mstep: Class 12 contains 9209 members 
Mstep: Class 13 contains 436746 members 
Mstep: Class 14 contains 13022 members 
Mstep: Class 15 contains 34986 members 
Mstep: Class 16 contains 316 members 
Mstep: Class 17 contains 7288 members 
Mstep: Class 19 contains 10556 members 
Mstep: Class 20 contains 11020 members 
Mstep: Class 21 contains 11578 members 
Mstep: Class 22 contains 7079 members 
Mstep: Class 23 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 545.481018 but Gain 614.286133
Score: -28072596.000000 Penalty: 11671.440430
Iteration 4F: 20 clusters Score -2.80726e+07 nChanged 70138
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 24400 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 2330 members 
Mstep: Class 6 contains 11100 members 
Mstep: Class 7 contains 56485 members 
Mstep: Class 9 contains 17800 members 
Mstep: Class 10 contains 9028 members 
Mstep: Class 11 contains 3652 members 
Mstep: Class 12 contains 7542 members 
Mstep: Class 13 contains 477587 members 
Mstep: Class 14 contains 7263 members 
Mstep: Class 15 contains 19132 members 
Mstep: Class 16 contains 424 members 
Mstep: Class 17 contains 5146 members 
Mstep: Class 19 contains 6305 members 
Mstep: Class 20 contains 10021 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 22 contains 7316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28148734.000000 Penalty: 11671.440430
Iteration 5F: 20 clusters Score -2.814873e+07 nChanged 39706
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 18754 members 
Mstep: Class 4 contains 6965 members 
Mstep: Class 5 contains 2489 members 
Mstep: Class 6 contains 10312 members 
Mstep: Class 7 contains 61160 members 
Mstep: Class 9 contains 17626 members 
Mstep: Class 10 contains 4755 members 
Mstep: Class 11 contains 3628 members 
Mstep: Class 12 contains 7093 members 
Mstep: Class 13 contains 498206 members 
Mstep: Class 14 contains 5495 members 
Mstep: Class 15 contains 10481 members 
Mstep: Class 16 contains 509 members 
Mstep: Class 17 contains 4371 members 
Mstep: Class 19 contains 3664 members 
Mstep: Class 20 contains 9427 members 
Mstep: Class 21 contains 11837 members 
Mstep: Class 22 contains 7364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28185294.000000 Penalty: 11671.440430
Iteration 6F: 20 clusters Score -2.818529e+07 nChanged 23251
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 14464 members 
Mstep: Class 4 contains 6821 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 9917 members 
Mstep: Class 7 contains 64510 members 
Mstep: Class 9 contains 17718 members 
Mstep: Class 10 contains 2979 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 6979 members 
Mstep: Class 13 contains 507097 members 
Mstep: Class 14 contains 5552 members 
Mstep: Class 15 contains 6864 members 
Mstep: Class 16 contains 650 members 
Mstep: Class 17 contains 3998 members 
Mstep: Class 19 contains 2230 members 
Mstep: Class 20 contains 8934 members 
Mstep: Class 21 contains 11853 members 
Mstep: Class 22 contains 7378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28202088.000000 Penalty: 11671.440430
Iteration 7Q: 20 clusters Score -2.820209e+07 nChanged 14648
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 11460 members 
Mstep: Class 4 contains 6752 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 9807 members 
Mstep: Class 7 contains 67224 members 
Mstep: Class 9 contains 17517 members 
Mstep: Class 10 contains 2354 members 
Mstep: Class 11 contains 3532 members 
Mstep: Class 12 contains 6881 members 
Mstep: Class 13 contains 510589 members 
Mstep: Class 14 contains 5907 members 
Mstep: Class 15 contains 5567 members 
Mstep: Class 16 contains 769 members 
Mstep: Class 17 contains 3796 members 
Mstep: Class 19 contains 1543 members 
Mstep: Class 20 contains 8496 members 
Mstep: Class 21 contains 11879 members 
Mstep: Class 22 contains 7391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28210914.000000 Penalty: 11671.440430
Iteration 8Q: 20 clusters Score -2.821091e+07 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 9411 members 
Mstep: Class 4 contains 6683 members 
Mstep: Class 5 contains 2749 members 
Mstep: Class 6 contains 9966 members 
Mstep: Class 7 contains 69561 members 
Mstep: Class 9 contains 17071 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 3505 members 
Mstep: Class 12 contains 6786 members 
Mstep: Class 13 contains 511816 members 
Mstep: Class 14 contains 6204 members 
Mstep: Class 15 contains 5172 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 3572 members 
Mstep: Class 19 contains 1197 members 
Mstep: Class 20 contains 8145 members 
Mstep: Class 21 contains 11879 members 
Mstep: Class 22 contains 7398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28216146.000000 Penalty: 11671.440430
Iteration 9Q: 20 clusters Score -2.821615e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 8089 members 
Mstep: Class 4 contains 6565 members 
Mstep: Class 5 contains 2787 members 
Mstep: Class 6 contains 10394 members 
Mstep: Class 7 contains 71571 members 
Mstep: Class 9 contains 16452 members 
Mstep: Class 10 contains 2187 members 
Mstep: Class 11 contains 3481 members 
Mstep: Class 12 contains 6695 members 
Mstep: Class 13 contains 511900 members 
Mstep: Class 14 contains 6416 members 
Mstep: Class 15 contains 5064 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 3452 members 
Mstep: Class 19 contains 1046 members 
Mstep: Class 20 contains 7825 members 
Mstep: Class 21 contains 11904 members 
Mstep: Class 22 contains 7379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28220002.000000 Penalty: 11671.440430
Iteration 10Q: 20 clusters Score -2.822e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 7207 members 
Mstep: Class 4 contains 6452 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 10990 members 
Mstep: Class 7 contains 73239 members 
Mstep: Class 9 contains 15818 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 3460 members 
Mstep: Class 12 contains 6612 members 
Mstep: Class 13 contains 511470 members 
Mstep: Class 14 contains 6549 members 
Mstep: Class 15 contains 5043 members 
Mstep: Class 16 contains 1090 members 
Mstep: Class 17 contains 3310 members 
Mstep: Class 19 contains 951 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 11944 members 
Mstep: Class 22 contains 7371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28223186.000000 Penalty: 11671.440430
Iteration 11Q: 20 clusters Score -2.822319e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 6673 members 
Mstep: Class 4 contains 6331 members 
Mstep: Class 5 contains 2834 members 
Mstep: Class 6 contains 11723 members 
Mstep: Class 7 contains 74645 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 3451 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 510759 members 
Mstep: Class 14 contains 6641 members 
Mstep: Class 15 contains 5012 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 3195 members 
Mstep: Class 19 contains 935 members 
Mstep: Class 20 contains 7364 members 
Mstep: Class 21 contains 12000 members 
Mstep: Class 22 contains 7392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28225900.000000 Penalty: 11671.440430
Iteration 12Q: 20 clusters Score -2.82259e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 6333 members 
Mstep: Class 4 contains 6199 members 
Mstep: Class 5 contains 2871 members 
Mstep: Class 6 contains 12511 members 
Mstep: Class 7 contains 75929 members 
Mstep: Class 9 contains 14416 members 
Mstep: Class 10 contains 2749 members 
Mstep: Class 11 contains 3442 members 
Mstep: Class 12 contains 6412 members 
Mstep: Class 13 contains 509766 members 
Mstep: Class 14 contains 6701 members 
Mstep: Class 15 contains 4992 members 
Mstep: Class 16 contains 1191 members 
Mstep: Class 17 contains 3076 members 
Mstep: Class 19 contains 907 members 
Mstep: Class 20 contains 7220 members 
Mstep: Class 21 contains 12065 members 
Mstep: Class 22 contains 7416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28228692.000000 Penalty: 11671.440430
Iteration 13Q: 20 clusters Score -2.822869e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 6074 members 
Mstep: Class 4 contains 6037 members 
Mstep: Class 5 contains 2890 members 
Mstep: Class 6 contains 13348 members 
Mstep: Class 7 contains 77135 members 
Mstep: Class 9 contains 13688 members 
Mstep: Class 10 contains 3183 members 
Mstep: Class 11 contains 3438 members 
Mstep: Class 12 contains 6283 members 
Mstep: Class 13 contains 508569 members 
Mstep: Class 14 contains 6719 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 1239 members 
Mstep: Class 17 contains 2979 members 
Mstep: Class 19 contains 920 members 
Mstep: Class 20 contains 7138 members 
Mstep: Class 21 contains 12109 members 
Mstep: Class 22 contains 7452 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 14Q: 20 clusters Score -2.823082e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 5884 members 
Mstep: Class 4 contains 5878 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 14124 members 
Mstep: Class 7 contains 78138 members 
Mstep: Class 9 contains 13051 members 
Mstep: Class 10 contains 3519 members 
Mstep: Class 11 contains 3443 members 
Mstep: Class 12 contains 6150 members 
Mstep: Class 13 contains 507419 members 
Mstep: Class 14 contains 6732 members 
Mstep: Class 15 contains 4919 members 
Mstep: Class 16 contains 1274 members 
Mstep: Class 17 contains 2904 members 
Mstep: Class 19 contains 929 members 
Mstep: Class 20 contains 7171 members 
Mstep: Class 21 contains 12150 members 
Mstep: Class 22 contains 7492 members 
Entering Unmasked Estep 
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Iteration 15Q: 20 clusters Score -2.823215e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 5762 members 
Mstep: Class 4 contains 5714 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 14754 members 
Mstep: Class 7 contains 79088 members 
Mstep: Class 9 contains 12383 members 
Mstep: Class 10 contains 3761 members 
Mstep: Class 11 contains 3439 members 
Mstep: Class 12 contains 6029 members 
Mstep: Class 13 contains 506454 members 
Mstep: Class 14 contains 6725 members 
Mstep: Class 15 contains 4885 members 
Mstep: Class 16 contains 1302 members 
Mstep: Class 17 contains 2854 members 
Mstep: Class 19 contains 967 members 
Mstep: Class 20 contains 7273 members 
Mstep: Class 21 contains 12188 members 
Mstep: Class 22 contains 7505 members 
Entering Unmasked Estep 
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Iteration 16Q: 20 clusters Score -2.82332e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 5641 members 
Mstep: Class 4 contains 5562 members 
Mstep: Class 5 contains 2919 members 
Mstep: Class 6 contains 15375 members 
Mstep: Class 7 contains 79961 members 
Mstep: Class 9 contains 11741 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 3438 members 
Mstep: Class 12 contains 5899 members 
Mstep: Class 13 contains 505512 members 
Mstep: Class 14 contains 6721 members 
Mstep: Class 15 contains 4855 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 2823 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 7437 members 
Mstep: Class 21 contains 12229 members 
Mstep: Class 22 contains 7515 members 
Entering Unmasked Estep 
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Iteration 17Q: 20 clusters Score -2.823402e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 5516 members 
Mstep: Class 4 contains 5414 members 
Mstep: Class 5 contains 2931 members 
Mstep: Class 6 contains 15911 members 
Mstep: Class 7 contains 80809 members 
Mstep: Class 9 contains 11104 members 
Mstep: Class 10 contains 4109 members 
Mstep: Class 11 contains 3442 members 
Mstep: Class 12 contains 5722 members 
Mstep: Class 13 contains 504629 members 
Mstep: Class 14 contains 6709 members 
Mstep: Class 15 contains 4833 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 17 contains 2790 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 7703 members 
Mstep: Class 21 contains 12245 members 
Mstep: Class 22 contains 7541 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -2.823476e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 5396 members 
Mstep: Class 4 contains 5282 members 
Mstep: Class 5 contains 2948 members 
Mstep: Class 6 contains 16392 members 
Mstep: Class 7 contains 81592 members 
Mstep: Class 9 contains 10507 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 3439 members 
Mstep: Class 12 contains 5522 members 
Mstep: Class 13 contains 503817 members 
Mstep: Class 14 contains 6697 members 
Mstep: Class 15 contains 4814 members 
Mstep: Class 16 contains 1338 members 
Mstep: Class 17 contains 2775 members 
Mstep: Class 19 contains 1062 members 
Mstep: Class 20 contains 7960 members 
Mstep: Class 21 contains 12252 members 
Mstep: Class 22 contains 7598 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -2.823574e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 5287 members 
Mstep: Class 4 contains 5162 members 
Mstep: Class 5 contains 2966 members 
Mstep: Class 6 contains 16803 members 
Mstep: Class 7 contains 82279 members 
Mstep: Class 9 contains 9960 members 
Mstep: Class 10 contains 4326 members 
Mstep: Class 11 contains 3437 members 
Mstep: Class 12 contains 5276 members 
Mstep: Class 13 contains 503087 members 
Mstep: Class 14 contains 6684 members 
Mstep: Class 15 contains 4792 members 
Mstep: Class 16 contains 1350 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 19 contains 1095 members 
Mstep: Class 20 contains 8262 members 
Mstep: Class 21 contains 12265 members 
Mstep: Class 22 contains 7678 members 
Entering Unmasked Estep 
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Iteration 20F: 20 clusters Score -2.823735e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 5202 members 
Mstep: Class 4 contains 5048 members 
Mstep: Class 5 contains 2972 members 
Mstep: Class 6 contains 17218 members 
Mstep: Class 7 contains 82915 members 
Mstep: Class 9 contains 9428 members 
Mstep: Class 10 contains 4386 members 
Mstep: Class 11 contains 3435 members 
Mstep: Class 12 contains 5108 members 
Mstep: Class 13 contains 502380 members 
Mstep: Class 14 contains 6693 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 1369 members 
Mstep: Class 17 contains 2831 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 8589 members 
Mstep: Class 21 contains 12256 members 
Mstep: Class 22 contains 7596 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -2.823887e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 5132 members 
Mstep: Class 4 contains 4960 members 
Mstep: Class 5 contains 2977 members 
Mstep: Class 6 contains 17614 members 
Mstep: Class 7 contains 83445 members 
Mstep: Class 9 contains 8955 members 
Mstep: Class 10 contains 4430 members 
Mstep: Class 11 contains 3431 members 
Mstep: Class 12 contains 5038 members 
Mstep: Class 13 contains 501732 members 
Mstep: Class 14 contains 6692 members 
Mstep: Class 15 contains 4772 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 2921 members 
Mstep: Class 19 contains 1198 members 
Mstep: Class 20 contains 8928 members 
Mstep: Class 21 contains 12253 members 
Mstep: Class 22 contains 7513 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -2.823978e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 5061 members 
Mstep: Class 4 contains 4883 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 17944 members 
Mstep: Class 7 contains 83872 members 
Mstep: Class 9 contains 8540 members 
Mstep: Class 10 contains 4481 members 
Mstep: Class 11 contains 3428 members 
Mstep: Class 12 contains 5026 members 
Mstep: Class 13 contains 501183 members 
Mstep: Class 14 contains 6687 members 
Mstep: Class 15 contains 4774 members 
Mstep: Class 16 contains 1361 members 
Mstep: Class 17 contains 3018 members 
Mstep: Class 19 contains 1228 members 
Mstep: Class 20 contains 9261 members 
Mstep: Class 21 contains 12247 members 
Mstep: Class 22 contains 7451 members 
Entering Unmasked Estep 
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Iteration 23Q: 20 clusters Score -2.824051e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 4997 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 18257 members 
Mstep: Class 7 contains 84257 members 
Mstep: Class 9 contains 8146 members 
Mstep: Class 10 contains 4525 members 
Mstep: Class 11 contains 3433 members 
Mstep: Class 12 contains 5024 members 
Mstep: Class 13 contains 500666 members 
Mstep: Class 14 contains 6688 members 
Mstep: Class 15 contains 4772 members 
Mstep: Class 16 contains 1343 members 
Mstep: Class 17 contains 3131 members 
Mstep: Class 19 contains 1232 members 
Mstep: Class 20 contains 9568 members 
Mstep: Class 21 contains 12259 members 
Mstep: Class 22 contains 7405 members 
Entering Unmasked Estep 
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Iteration 24Q: 20 clusters Score -2.824137e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 4946 members 
Mstep: Class 4 contains 4743 members 
Mstep: Class 5 contains 3004 members 
Mstep: Class 6 contains 18580 members 
Mstep: Class 7 contains 84600 members 
Mstep: Class 9 contains 7775 members 
Mstep: Class 10 contains 4572 members 
Mstep: Class 11 contains 3437 members 
Mstep: Class 12 contains 5024 members 
Mstep: Class 13 contains 500154 members 
Mstep: Class 14 contains 6682 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 1331 members 
Mstep: Class 17 contains 3226 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 9867 members 
Mstep: Class 21 contains 12267 members 
Mstep: Class 22 contains 7372 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -2.82418e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 4896 members 
Mstep: Class 4 contains 4696 members 
Mstep: Class 5 contains 3009 members 
Mstep: Class 6 contains 18876 members 
Mstep: Class 7 contains 84880 members 
Mstep: Class 9 contains 7444 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 3449 members 
Mstep: Class 12 contains 5023 members 
Mstep: Class 13 contains 499710 members 
Mstep: Class 14 contains 6673 members 
Mstep: Class 15 contains 4784 members 
Mstep: Class 16 contains 1324 members 
Mstep: Class 17 contains 3333 members 
Mstep: Class 19 contains 1223 members 
Mstep: Class 20 contains 10121 members 
Mstep: Class 21 contains 12261 members 
Mstep: Class 22 contains 7359 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -2.824208e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 3017 members 
Mstep: Class 6 contains 19170 members 
Mstep: Class 7 contains 85176 members 
Mstep: Class 9 contains 7193 members 
Mstep: Class 10 contains 4629 members 
Mstep: Class 11 contains 3460 members 
Mstep: Class 12 contains 5022 members 
Mstep: Class 13 contains 499258 members 
Mstep: Class 14 contains 6666 members 
Mstep: Class 15 contains 4797 members 
Mstep: Class 16 contains 1322 members 
Mstep: Class 17 contains 3416 members 
Mstep: Class 19 contains 1233 members 
Mstep: Class 20 contains 10351 members 
Mstep: Class 21 contains 12252 members 
Mstep: Class 22 contains 7364 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -2.824234e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 4740 members 
Mstep: Class 4 contains 4554 members 
Mstep: Class 5 contains 3024 members 
Mstep: Class 6 contains 19421 members 
Mstep: Class 7 contains 85490 members 
Mstep: Class 9 contains 6929 members 
Mstep: Class 10 contains 4650 members 
Mstep: Class 11 contains 3469 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 498869 members 
Mstep: Class 14 contains 6657 members 
Mstep: Class 15 contains 4808 members 
Mstep: Class 16 contains 1300 members 
Mstep: Class 17 contains 3519 members 
Mstep: Class 19 contains 1239 members 
Mstep: Class 20 contains 10551 members 
Mstep: Class 21 contains 12265 members 
Mstep: Class 22 contains 7368 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -2.824281e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 4 contains 4506 members 
Mstep: Class 5 contains 3037 members 
Mstep: Class 6 contains 19638 members 
Mstep: Class 7 contains 85747 members 
Mstep: Class 9 contains 6694 members 
Mstep: Class 10 contains 4676 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 5017 members 
Mstep: Class 13 contains 498525 members 
Mstep: Class 14 contains 6659 members 
Mstep: Class 15 contains 4809 members 
Mstep: Class 16 contains 1289 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 19 contains 1243 members 
Mstep: Class 20 contains 10726 members 
Mstep: Class 21 contains 12276 members 
Mstep: Class 22 contains 7344 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -2.824321e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 4 contains 4480 members 
Mstep: Class 5 contains 3050 members 
Mstep: Class 6 contains 19833 members 
Mstep: Class 7 contains 85957 members 
Mstep: Class 9 contains 6495 members 
Mstep: Class 10 contains 4701 members 
Mstep: Class 11 contains 3484 members 
Mstep: Class 12 contains 5016 members 
Mstep: Class 13 contains 498205 members 
Mstep: Class 14 contains 6661 members 
Mstep: Class 15 contains 4816 members 
Mstep: Class 16 contains 1292 members 
Mstep: Class 17 contains 3720 members 
Mstep: Class 19 contains 1252 members 
Mstep: Class 20 contains 10879 members 
Mstep: Class 21 contains 12278 members 
Mstep: Class 22 contains 7349 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -2.82435e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 4599 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 3058 members 
Mstep: Class 6 contains 20024 members 
Mstep: Class 7 contains 86200 members 
Mstep: Class 9 contains 6286 members 
Mstep: Class 10 contains 4720 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 497890 members 
Mstep: Class 14 contains 6652 members 
Mstep: Class 15 contains 4824 members 
Mstep: Class 16 contains 1299 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 19 contains 1255 members 
Mstep: Class 20 contains 11014 members 
Mstep: Class 21 contains 12293 members 
Mstep: Class 22 contains 7348 members 
Entering Unmasked Estep 
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Iteration 31Q: 20 clusters Score -2.824422e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 4578 members 
Mstep: Class 4 contains 4393 members 
Mstep: Class 5 contains 3078 members 
Mstep: Class 6 contains 20220 members 
Mstep: Class 7 contains 86421 members 
Mstep: Class 9 contains 6119 members 
Mstep: Class 10 contains 4735 members 
Mstep: Class 11 contains 3504 members 
Mstep: Class 12 contains 5014 members 
Mstep: Class 13 contains 497545 members 
Mstep: Class 14 contains 6651 members 
Mstep: Class 15 contains 4832 members 
Mstep: Class 16 contains 1321 members 
Mstep: Class 17 contains 3929 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 11138 members 
Mstep: Class 21 contains 12293 members 
Mstep: Class 22 contains 7419 members 
Entering Unmasked Estep 
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Iteration 32Q: 20 clusters Score -2.824469e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 4571 members 
Mstep: Class 4 contains 4368 members 
Mstep: Class 5 contains 3093 members 
Mstep: Class 6 contains 20396 members 
Mstep: Class 7 contains 86588 members 
Mstep: Class 9 contains 5978 members 
Mstep: Class 10 contains 4749 members 
Mstep: Class 11 contains 3515 members 
Mstep: Class 12 contains 5016 members 
Mstep: Class 13 contains 497212 members 
Mstep: Class 14 contains 6651 members 
Mstep: Class 15 contains 4832 members 
Mstep: Class 16 contains 1337 members 
Mstep: Class 17 contains 4007 members 
Mstep: Class 19 contains 1259 members 
Mstep: Class 20 contains 11260 members 
Mstep: Class 21 contains 12302 members 
Mstep: Class 22 contains 7532 members 
Entering Unmasked Estep 
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Iteration 33Q: 20 clusters Score -2.824512e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 4552 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 3111 members 
Mstep: Class 6 contains 20573 members 
Mstep: Class 7 contains 86813 members 
Mstep: Class 9 contains 5823 members 
Mstep: Class 10 contains 4763 members 
Mstep: Class 11 contains 3523 members 
Mstep: Class 12 contains 5019 members 
Mstep: Class 13 contains 496899 members 
Mstep: Class 14 contains 6646 members 
Mstep: Class 15 contains 4833 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 17 contains 4040 members 
Mstep: Class 19 contains 1264 members 
Mstep: Class 20 contains 11360 members 
Mstep: Class 21 contains 12307 members 
Mstep: Class 22 contains 7685 members 
Entering Unmasked Estep 
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Iteration 34Q: 20 clusters Score -2.824557e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 4556 members 
Mstep: Class 4 contains 4276 members 
Mstep: Class 5 contains 3125 members 
Mstep: Class 6 contains 20719 members 
Mstep: Class 7 contains 86981 members 
Mstep: Class 9 contains 5713 members 
Mstep: Class 10 contains 4769 members 
Mstep: Class 11 contains 3532 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 496598 members 
Mstep: Class 14 contains 6638 members 
Mstep: Class 15 contains 4827 members 
Mstep: Class 16 contains 1403 members 
Mstep: Class 17 contains 4069 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 11459 members 
Mstep: Class 21 contains 12317 members 
Mstep: Class 22 contains 7836 members 
Entering Unmasked Estep 
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Iteration 35Q: 20 clusters Score -2.8246e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 4545 members 
Mstep: Class 4 contains 4230 members 
Mstep: Class 5 contains 3144 members 
Mstep: Class 6 contains 20855 members 
Mstep: Class 7 contains 87141 members 
Mstep: Class 9 contains 5642 members 
Mstep: Class 10 contains 4772 members 
Mstep: Class 11 contains 3537 members 
Mstep: Class 12 contains 5021 members 
Mstep: Class 13 contains 496287 members 
Mstep: Class 14 contains 6634 members 
Mstep: Class 15 contains 4826 members 
Mstep: Class 16 contains 1445 members 
Mstep: Class 17 contains 4091 members 
Mstep: Class 19 contains 1282 members 
Mstep: Class 20 contains 11554 members 
Mstep: Class 21 contains 12327 members 
Mstep: Class 22 contains 7947 members 
Entering Unmasked Estep 
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Iteration 36Q: 20 clusters Score -2.824648e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 4516 members 
Mstep: Class 4 contains 4187 members 
Mstep: Class 5 contains 3172 members 
Mstep: Class 6 contains 21005 members 
Mstep: Class 7 contains 87280 members 
Mstep: Class 9 contains 5602 members 
Mstep: Class 10 contains 4781 members 
Mstep: Class 11 contains 3543 members 
Mstep: Class 12 contains 5022 members 
Mstep: Class 13 contains 495941 members 
Mstep: Class 14 contains 6631 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 1501 members 
Mstep: Class 17 contains 4083 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 12342 members 
Mstep: Class 22 contains 8036 members 
Entering Unmasked Estep 
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Iteration 37Q: 20 clusters Score -2.824712e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 4599 members 
Mstep: Class 4 contains 4140 members 
Mstep: Class 5 contains 3194 members 
Mstep: Class 6 contains 21144 members 
Mstep: Class 7 contains 87421 members 
Mstep: Class 9 contains 5558 members 
Mstep: Class 10 contains 4788 members 
Mstep: Class 11 contains 3543 members 
Mstep: Class 12 contains 5022 members 
Mstep: Class 13 contains 495511 members 
Mstep: Class 14 contains 6630 members 
Mstep: Class 15 contains 4815 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 4085 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 11726 members 
Mstep: Class 21 contains 12348 members 
Mstep: Class 22 contains 8104 members 
Entering Unmasked Estep 
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Iteration 38Q: 20 clusters Score -2.824786e+07 nChanged 1534
Entering ConstructFrom: 
Score: -28247862.000000 Penalty: 11671.440430
Entering ConstructFrom: 
Trying to split cluster 1 (44344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Entering Unmasked Estep 
Score: -1633037.875000 Penalty: 486.837830
	Iteration 0F: 2 clusters Score -1633038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -1603375.000000 Penalty: 973.675659
	Iteration 0F: 3 clusters Score -1603375 nChanged 21544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -1620823.375000 Penalty: 973.675659
	Iteration 1F: 3 clusters Score -1620823 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -1625185.000000 Penalty: 973.675659
	Iteration 2F: 3 clusters Score -1625185 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -1629397.875000 Penalty: 973.675659
	Iteration 3F: 3 clusters Score -1629398 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -1632557.000000 Penalty: 973.675659
	Iteration 4F: 3 clusters Score -1632557 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -1634907.625000 Penalty: 973.675659
	Iteration 5F: 3 clusters Score -1634908 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -1637310.125000 Penalty: 973.675659
	Iteration 6F: 3 clusters Score -1637310 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -1639728.250000 Penalty: 973.675659
	Iteration 7Q: 3 clusters Score -1639728 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -1641508.250000 Penalty: 973.675659
	Iteration 8Q: 3 clusters Score -1641508 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -1642915.000000 Penalty: 973.675659
	Iteration 9Q: 3 clusters Score -1642915 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1644362.750000 Penalty: 973.675659
	Iteration 10Q: 3 clusters Score -1644363 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1645804.625000 Penalty: 973.675659
	Iteration 11Q: 3 clusters Score -1645805 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1647096.875000 Penalty: 973.675659
	Iteration 12Q: 3 clusters Score -1647097 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1647987.875000 Penalty: 973.675659
	Iteration 13Q: 3 clusters Score -1647988 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1648606.625000 Penalty: 973.675659
	Iteration 14Q: 3 clusters Score -1648607 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1649050.875000 Penalty: 973.675659
	Iteration 15Q: 3 clusters Score -1649051 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1649332.250000 Penalty: 973.675659
	Iteration 16Q: 3 clusters Score -1649332 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1649564.625000 Penalty: 973.675659
	Iteration 17Q: 3 clusters Score -1649565 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1649778.250000 Penalty: 973.675659
	Iteration 18Q: 3 clusters Score -1649778 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1650010.250000 Penalty: 973.675659
	Iteration 19Q: 3 clusters Score -1650010 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1650333.125000 Penalty: 973.675659
	Iteration 20F: 3 clusters Score -1650333 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1650515.375000 Penalty: 973.675659
	Iteration 21Q: 3 clusters Score -1650515 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1650556.000000 Penalty: 973.675659
	Iteration 22Q: 3 clusters Score -1650556 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1650565.125000 Penalty: 973.675659
	Iteration 23Q: 3 clusters Score -1650565 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1650564.125000 Penalty: 973.675659
	Iteration 24Q: 3 clusters Score -1650564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1650567.000000 Penalty: 973.675659
	Iteration 25Q: 3 clusters Score -1650567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1650566.625000 Penalty: 973.675659
	Iteration 26Q: 3 clusters Score -1650567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1650566.625000 Penalty: 973.675659
	Iteration 27F: 3 clusters Score -1650567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 4777 members 
Mstep: Class 3 contains 11186 members 
Mstep: Class 4 contains 4101 members 
Mstep: Class 5 contains 3224 members 
Mstep: Class 6 contains 21282 members 
Mstep: Class 7 contains 87580 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 5024 members 
Mstep: Class 13 contains 495034 members 
Mstep: Class 14 contains 6623 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 1589 members 
Mstep: Class 17 contains 4082 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 11768 members 
Mstep: Class 21 contains 12343 members 
Mstep: Class 22 contains 8152 members 
Entering Unmasked Estep 
Score: -28265602.000000 Penalty: 12285.726562
Splitting cluster 1 changes total score from -28247862.000000 to -28265602.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (4777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Entering Unmasked Estep 
Score: -174974.265625 Penalty: 385.456360
	Iteration 0F: 2 clusters Score -174974.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -171862.328125 Penalty: 770.912720
	Iteration 0F: 3 clusters Score -171862.3 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -173138.687500 Penalty: 770.912720
	Iteration 1F: 3 clusters Score -173138.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -173304.484375 Penalty: 770.912720
	Iteration 2F: 3 clusters Score -173304.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -173446.828125 Penalty: 770.912720
	Iteration 3F: 3 clusters Score -173446.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -173613.312500 Penalty: 770.912720
	Iteration 4F: 3 clusters Score -173613.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -173846.828125 Penalty: 770.912720
	Iteration 5F: 3 clusters Score -173846.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -174119.156250 Penalty: 770.912720
	Iteration 6F: 3 clusters Score -174119.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -174384.046875 Penalty: 770.912720
	Iteration 7F: 3 clusters Score -174384 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -174528.875000 Penalty: 770.912720
	Iteration 8Q: 3 clusters Score -174528.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -174617.859375 Penalty: 770.912720
	Iteration 9Q: 3 clusters Score -174617.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -174676.265625 Penalty: 770.912720
	Iteration 10Q: 3 clusters Score -174676.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -174726.296875 Penalty: 770.912720
	Iteration 11Q: 3 clusters Score -174726.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -174773.218750 Penalty: 770.912720
	Iteration 12Q: 3 clusters Score -174773.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -174813.828125 Penalty: 770.912720
	Iteration 13Q: 3 clusters Score -174813.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -174868.078125 Penalty: 770.912720
	Iteration 14Q: 3 clusters Score -174868.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -174914.390625 Penalty: 770.912720
	Iteration 15Q: 3 clusters Score -174914.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -174950.343750 Penalty: 770.912720
	Iteration 16Q: 3 clusters Score -174950.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -174991.656250 Penalty: 770.912720
	Iteration 17Q: 3 clusters Score -174991.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -175035.046875 Penalty: 770.912720
	Iteration 18Q: 3 clusters Score -175035 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -175088.937500 Penalty: 770.912720
	Iteration 19Q: 3 clusters Score -175088.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -175170.140625 Penalty: 770.912720
	Iteration 20F: 3 clusters Score -175170.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -175267.781250 Penalty: 770.912720
	Iteration 21Q: 3 clusters Score -175267.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -175356.031250 Penalty: 770.912720
	Iteration 22Q: 3 clusters Score -175356 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -175420.828125 Penalty: 770.912720
	Iteration 23Q: 3 clusters Score -175420.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -175454.921875 Penalty: 770.912720
	Iteration 24Q: 3 clusters Score -175454.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -175474.359375 Penalty: 770.912720
	Iteration 25Q: 3 clusters Score -175474.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -175485.921875 Penalty: 770.912720
	Iteration 26Q: 3 clusters Score -175485.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -175494.281250 Penalty: 770.912720
	Iteration 27Q: 3 clusters Score -175494.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -175501.296875 Penalty: 770.912720
	Iteration 28Q: 3 clusters Score -175501.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -175505.187500 Penalty: 770.912720
	Iteration 29Q: 3 clusters Score -175505.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -175507.734375 Penalty: 770.912720
	Iteration 30Q: 3 clusters Score -175507.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -175509.687500 Penalty: 770.912720
	Iteration 31Q: 3 clusters Score -175509.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -175510.000000 Penalty: 770.912720
	Iteration 32Q: 3 clusters Score -175510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -175511.015625 Penalty: 770.912720
	Iteration 33Q: 3 clusters Score -175511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -175511.218750 Penalty: 770.912720
	Iteration 34Q: 3 clusters Score -175511.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -175511.875000 Penalty: 770.912720
	Iteration 35Q: 3 clusters Score -175511.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -175511.984375 Penalty: 770.912720
	Iteration 36Q: 3 clusters Score -175512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -175512.296875 Penalty: 770.912720
	Iteration 37Q: 3 clusters Score -175512.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -175512.593750 Penalty: 770.912720
	Iteration 38Q: 3 clusters Score -175512.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -175513.906250 Penalty: 770.912720
	Iteration 39Q: 3 clusters Score -175513.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -175514.203125 Penalty: 770.912720
	Iteration 40F: 3 clusters Score -175514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -175514.421875 Penalty: 770.912720
	Iteration 41Q: 3 clusters Score -175514.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -175515.531250 Penalty: 770.912720
	Iteration 42Q: 3 clusters Score -175515.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -175515.781250 Penalty: 770.912720
	Iteration 43Q: 3 clusters Score -175515.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -175515.781250 Penalty: 770.912720
	Iteration 44F: 3 clusters Score -175515.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 3526 members 
Mstep: Class 3 contains 11186 members 
Mstep: Class 4 contains 4101 members 
Mstep: Class 5 contains 3224 members 
Mstep: Class 6 contains 21282 members 
Mstep: Class 7 contains 87580 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 5024 members 
Mstep: Class 13 contains 495034 members 
Mstep: Class 14 contains 6623 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 1589 members 
Mstep: Class 17 contains 4082 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 11768 members 
Mstep: Class 21 contains 12343 members 
Mstep: Class 22 contains 8152 members 
Entering Unmasked Estep 
Score: -28265926.000000 Penalty: 12900.012695
Splitting cluster 2 changes total score from -28247862.000000 to -28265926.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 4 (4101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Entering Unmasked Estep 
Score: -179049.156250 Penalty: 378.513855
	Iteration 0F: 2 clusters Score -179049.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -176249.171875 Penalty: 757.027710
	Iteration 0F: 3 clusters Score -176249.2 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -177267.156250 Penalty: 757.027710
	Iteration 1F: 3 clusters Score -177267.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -177388.093750 Penalty: 757.027710
	Iteration 2F: 3 clusters Score -177388.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -177497.703125 Penalty: 757.027710
	Iteration 3F: 3 clusters Score -177497.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -177591.015625 Penalty: 757.027710
	Iteration 4Q: 3 clusters Score -177591 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -177703.281250 Penalty: 757.027710
	Iteration 5Q: 3 clusters Score -177703.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -177838.390625 Penalty: 757.027710
	Iteration 6Q: 3 clusters Score -177838.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -177966.875000 Penalty: 757.027710
	Iteration 7Q: 3 clusters Score -177966.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -178062.984375 Penalty: 757.027710
	Iteration 8Q: 3 clusters Score -178063 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -178133.375000 Penalty: 757.027710
	Iteration 9Q: 3 clusters Score -178133.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -178176.546875 Penalty: 757.027710
	Iteration 10Q: 3 clusters Score -178176.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -178207.828125 Penalty: 757.027710
	Iteration 11Q: 3 clusters Score -178207.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -178229.812500 Penalty: 757.027710
	Iteration 12Q: 3 clusters Score -178229.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -178243.765625 Penalty: 757.027710
	Iteration 13Q: 3 clusters Score -178243.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -178253.140625 Penalty: 757.027710
	Iteration 14Q: 3 clusters Score -178253.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -178257.953125 Penalty: 757.027710
	Iteration 15Q: 3 clusters Score -178258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -178263.390625 Penalty: 757.027710
	Iteration 16Q: 3 clusters Score -178263.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -178268.687500 Penalty: 757.027710
	Iteration 17Q: 3 clusters Score -178268.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -178275.921875 Penalty: 757.027710
	Iteration 18Q: 3 clusters Score -178275.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -178281.468750 Penalty: 757.027710
	Iteration 19Q: 3 clusters Score -178281.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -178286.484375 Penalty: 757.027710
	Iteration 20F: 3 clusters Score -178286.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -178292.859375 Penalty: 757.027710
	Iteration 21Q: 3 clusters Score -178292.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -178298.093750 Penalty: 757.027710
	Iteration 22Q: 3 clusters Score -178298.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -178301.203125 Penalty: 757.027710
	Iteration 23Q: 3 clusters Score -178301.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -178307.421875 Penalty: 757.027710
	Iteration 24Q: 3 clusters Score -178307.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -178317.265625 Penalty: 757.027710
	Iteration 25Q: 3 clusters Score -178317.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -178325.484375 Penalty: 757.027710
	Iteration 26Q: 3 clusters Score -178325.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -178333.437500 Penalty: 757.027710
	Iteration 27Q: 3 clusters Score -178333.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -178339.562500 Penalty: 757.027710
	Iteration 28Q: 3 clusters Score -178339.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -178345.390625 Penalty: 757.027710
	Iteration 29Q: 3 clusters Score -178345.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -178353.765625 Penalty: 757.027710
	Iteration 30Q: 3 clusters Score -178353.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -178362.406250 Penalty: 757.027710
	Iteration 31Q: 3 clusters Score -178362.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -178370.234375 Penalty: 757.027710
	Iteration 32Q: 3 clusters Score -178370.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -178377.046875 Penalty: 757.027710
	Iteration 33Q: 3 clusters Score -178377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -178382.015625 Penalty: 757.027710
	Iteration 34Q: 3 clusters Score -178382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -178386.859375 Penalty: 757.027710
	Iteration 35Q: 3 clusters Score -178386.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -178393.453125 Penalty: 757.027710
	Iteration 36Q: 3 clusters Score -178393.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -178400.890625 Penalty: 757.027710
	Iteration 37Q: 3 clusters Score -178400.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -178408.718750 Penalty: 757.027710
	Iteration 38Q: 3 clusters Score -178408.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -178418.984375 Penalty: 757.027710
	Iteration 39Q: 3 clusters Score -178419 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -178427.703125 Penalty: 757.027710
	Iteration 40F: 3 clusters Score -178427.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -178433.750000 Penalty: 757.027710
	Iteration 41Q: 3 clusters Score -178433.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -178438.796875 Penalty: 757.027710
	Iteration 42Q: 3 clusters Score -178438.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -178445.140625 Penalty: 757.027710
	Iteration 43Q: 3 clusters Score -178445.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -178449.625000 Penalty: 757.027710
	Iteration 44Q: 3 clusters Score -178449.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -178452.765625 Penalty: 757.027710
	Iteration 45Q: 3 clusters Score -178452.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -178454.000000 Penalty: 757.027710
	Iteration 46Q: 3 clusters Score -178454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -178455.453125 Penalty: 757.027710
	Iteration 47Q: 3 clusters Score -178455.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -178457.562500 Penalty: 757.027710
	Iteration 48Q: 3 clusters Score -178457.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -178460.843750 Penalty: 757.027710
	Iteration 49Q: 3 clusters Score -178460.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -178462.390625 Penalty: 757.027710
	Iteration 50Q: 3 clusters Score -178462.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -178466.296875 Penalty: 757.027710
	Iteration 51Q: 3 clusters Score -178466.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -178470.171875 Penalty: 757.027710
	Iteration 52Q: 3 clusters Score -178470.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -178474.859375 Penalty: 757.027710
	Iteration 53Q: 3 clusters Score -178474.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -178481.187500 Penalty: 757.027710
	Iteration 54Q: 3 clusters Score -178481.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -178486.296875 Penalty: 757.027710
	Iteration 55Q: 3 clusters Score -178486.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -178491.921875 Penalty: 757.027710
	Iteration 56Q: 3 clusters Score -178491.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -178502.406250 Penalty: 757.027710
	Iteration 57Q: 3 clusters Score -178502.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -178515.812500 Penalty: 757.027710
	Iteration 58Q: 3 clusters Score -178515.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -178524.937500 Penalty: 757.027710
	Iteration 59Q: 3 clusters Score -178524.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -178534.109375 Penalty: 757.027710
	Iteration 60F: 3 clusters Score -178534.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -178545.375000 Penalty: 757.027710
	Iteration 61Q: 3 clusters Score -178545.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -178559.718750 Penalty: 757.027710
	Iteration 62Q: 3 clusters Score -178559.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -178580.031250 Penalty: 757.027710
	Iteration 63Q: 3 clusters Score -178580 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -178594.078125 Penalty: 757.027710
	Iteration 64Q: 3 clusters Score -178594.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -178608.265625 Penalty: 757.027710
	Iteration 65Q: 3 clusters Score -178608.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -178617.843750 Penalty: 757.027710
	Iteration 66Q: 3 clusters Score -178617.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -178624.718750 Penalty: 757.027710
	Iteration 67Q: 3 clusters Score -178624.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -178628.562500 Penalty: 757.027710
	Iteration 68Q: 3 clusters Score -178628.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -178633.343750 Penalty: 757.027710
	Iteration 69Q: 3 clusters Score -178633.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -178636.671875 Penalty: 757.027710
	Iteration 70Q: 3 clusters Score -178636.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -178640.625000 Penalty: 757.027710
	Iteration 71Q: 3 clusters Score -178640.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -178644.562500 Penalty: 757.027710
	Iteration 72Q: 3 clusters Score -178644.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -178646.718750 Penalty: 757.027710
	Iteration 73Q: 3 clusters Score -178646.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -178648.062500 Penalty: 757.027710
	Iteration 74Q: 3 clusters Score -178648.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -178650.031250 Penalty: 757.027710
	Iteration 75Q: 3 clusters Score -178650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -178651.796875 Penalty: 757.027710
	Iteration 76Q: 3 clusters Score -178651.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -178652.484375 Penalty: 757.027710
	Iteration 77Q: 3 clusters Score -178652.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -178653.796875 Penalty: 757.027710
	Iteration 78Q: 3 clusters Score -178653.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -178653.843750 Penalty: 757.027710
	Iteration 79Q: 3 clusters Score -178653.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -178654.234375 Penalty: 757.027710
	Iteration 80F: 3 clusters Score -178654.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -178654.875000 Penalty: 757.027710
	Iteration 81Q: 3 clusters Score -178654.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -178655.906250 Penalty: 757.027710
	Iteration 82Q: 3 clusters Score -178655.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -178658.109375 Penalty: 757.027710
	Iteration 83Q: 3 clusters Score -178658.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -178660.031250 Penalty: 757.027710
	Iteration 84Q: 3 clusters Score -178660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -178663.093750 Penalty: 757.027710
	Iteration 85Q: 3 clusters Score -178663.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -178667.625000 Penalty: 757.027710
	Iteration 86Q: 3 clusters Score -178667.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -178669.656250 Penalty: 757.027710
	Iteration 87Q: 3 clusters Score -178669.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -178670.625000 Penalty: 757.027710
	Iteration 88Q: 3 clusters Score -178670.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -178671.125000 Penalty: 757.027710
	Iteration 89Q: 3 clusters Score -178671.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -178672.203125 Penalty: 757.027710
	Iteration 90Q: 3 clusters Score -178672.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -178672.953125 Penalty: 757.027710
	Iteration 91Q: 3 clusters Score -178673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -178674.046875 Penalty: 757.027710
	Iteration 92Q: 3 clusters Score -178674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -178677.125000 Penalty: 757.027710
	Iteration 93Q: 3 clusters Score -178677.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -178680.843750 Penalty: 757.027710
	Iteration 94Q: 3 clusters Score -178680.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -178683.203125 Penalty: 757.027710
	Iteration 95Q: 3 clusters Score -178683.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -178685.140625 Penalty: 757.027710
	Iteration 96Q: 3 clusters Score -178685.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -178686.750000 Penalty: 757.027710
	Iteration 97Q: 3 clusters Score -178686.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -178687.609375 Penalty: 757.027710
	Iteration 98Q: 3 clusters Score -178687.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -178688.875000 Penalty: 757.027710
	Iteration 99Q: 3 clusters Score -178688.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -178690.296875 Penalty: 757.027710
	Iteration 100F: 3 clusters Score -178690.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -178692.218750 Penalty: 757.027710
	Iteration 101Q: 3 clusters Score -178692.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -178694.140625 Penalty: 757.027710
	Iteration 102Q: 3 clusters Score -178694.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -178696.125000 Penalty: 757.027710
	Iteration 103Q: 3 clusters Score -178696.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -178697.375000 Penalty: 757.027710
	Iteration 104Q: 3 clusters Score -178697.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -178699.046875 Penalty: 757.027710
	Iteration 105Q: 3 clusters Score -178699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -178701.375000 Penalty: 757.027710
	Iteration 106Q: 3 clusters Score -178701.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -178703.031250 Penalty: 757.027710
	Iteration 107Q: 3 clusters Score -178703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -178705.312500 Penalty: 757.027710
	Iteration 108Q: 3 clusters Score -178705.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -178707.843750 Penalty: 757.027710
	Iteration 109Q: 3 clusters Score -178707.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -178710.406250 Penalty: 757.027710
	Iteration 110Q: 3 clusters Score -178710.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -178712.671875 Penalty: 757.027710
	Iteration 111Q: 3 clusters Score -178712.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -178716.875000 Penalty: 757.027710
	Iteration 112Q: 3 clusters Score -178716.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -178719.156250 Penalty: 757.027710
	Iteration 113Q: 3 clusters Score -178719.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -178720.781250 Penalty: 757.027710
	Iteration 114Q: 3 clusters Score -178720.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -178721.343750 Penalty: 757.027710
	Iteration 115Q: 3 clusters Score -178721.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -178722.312500 Penalty: 757.027710
	Iteration 116Q: 3 clusters Score -178722.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -178723.484375 Penalty: 757.027710
	Iteration 117Q: 3 clusters Score -178723.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -178727.078125 Penalty: 757.027710
	Iteration 118Q: 3 clusters Score -178727.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -178730.843750 Penalty: 757.027710
	Iteration 119Q: 3 clusters Score -178730.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -178733.859375 Penalty: 757.027710
	Iteration 120F: 3 clusters Score -178733.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -178737.390625 Penalty: 757.027710
	Iteration 121Q: 3 clusters Score -178737.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -178737.562500 Penalty: 757.027710
	Iteration 122Q: 3 clusters Score -178737.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -178738.234375 Penalty: 757.027710
	Iteration 123Q: 3 clusters Score -178738.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -178739.265625 Penalty: 757.027710
	Iteration 124Q: 3 clusters Score -178739.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -178739.390625 Penalty: 757.027710
	Iteration 125Q: 3 clusters Score -178739.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -178739.390625 Penalty: 757.027710
	Iteration 126F: 3 clusters Score -178739.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Entering Unmasked Estep 
Score: -130962.234375 Penalty: 367.566193
	Iteration 0F: 2 clusters Score -130962.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -128710.007812 Penalty: 735.132385
	Iteration 0F: 3 clusters Score -128710 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -129579.914062 Penalty: 735.132385
	Iteration 1F: 3 clusters Score -129579.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -129746.031250 Penalty: 735.132385
	Iteration 2F: 3 clusters Score -129746 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -129966.664062 Penalty: 735.132385
	Iteration 3F: 3 clusters Score -129966.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -130207.703125 Penalty: 735.132385
	Iteration 4F: 3 clusters Score -130207.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -130408.367188 Penalty: 735.132385
	Iteration 5F: 3 clusters Score -130408.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -130563.742188 Penalty: 735.132385
	Iteration 6F: 3 clusters Score -130563.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -130645.718750 Penalty: 735.132385
	Iteration 7Q: 3 clusters Score -130645.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -130703.515625 Penalty: 735.132385
	Iteration 8Q: 3 clusters Score -130703.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -130736.804688 Penalty: 735.132385
	Iteration 9Q: 3 clusters Score -130736.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -130754.687500 Penalty: 735.132385
	Iteration 10Q: 3 clusters Score -130754.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -130763.296875 Penalty: 735.132385
	Iteration 11Q: 3 clusters Score -130763.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -130768.437500 Penalty: 735.132385
	Iteration 12Q: 3 clusters Score -130768.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -130772.750000 Penalty: 735.132385
	Iteration 13Q: 3 clusters Score -130772.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -130775.695312 Penalty: 735.132385
	Iteration 14Q: 3 clusters Score -130775.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -130777.500000 Penalty: 735.132385
	Iteration 15Q: 3 clusters Score -130777.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -130779.546875 Penalty: 735.132385
	Iteration 16Q: 3 clusters Score -130779.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -130781.007812 Penalty: 735.132385
	Iteration 17Q: 3 clusters Score -130781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -130783.289062 Penalty: 735.132385
	Iteration 18Q: 3 clusters Score -130783.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -130785.851562 Penalty: 735.132385
	Iteration 19Q: 3 clusters Score -130785.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -130790.093750 Penalty: 735.132385
	Iteration 20F: 3 clusters Score -130790.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -130794.718750 Penalty: 735.132385
	Iteration 21Q: 3 clusters Score -130794.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -130797.828125 Penalty: 735.132385
	Iteration 22Q: 3 clusters Score -130797.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -130801.265625 Penalty: 735.132385
	Iteration 23Q: 3 clusters Score -130801.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -130805.914062 Penalty: 735.132385
	Iteration 24Q: 3 clusters Score -130805.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -130811.820312 Penalty: 735.132385
	Iteration 25Q: 3 clusters Score -130811.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -130813.296875 Penalty: 735.132385
	Iteration 26Q: 3 clusters Score -130813.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -130813.890625 Penalty: 735.132385
	Iteration 27Q: 3 clusters Score -130813.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -130814.414062 Penalty: 735.132385
	Iteration 28Q: 3 clusters Score -130814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -130814.742188 Penalty: 735.132385
	Iteration 29Q: 3 clusters Score -130814.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -130814.929688 Penalty: 735.132385
	Iteration 30Q: 3 clusters Score -130814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -130815.078125 Penalty: 735.132385
	Iteration 31Q: 3 clusters Score -130815.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -130815.375000 Penalty: 735.132385
	Iteration 32Q: 3 clusters Score -130815.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -130815.976562 Penalty: 735.132385
	Iteration 33Q: 3 clusters Score -130816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -130816.343750 Penalty: 735.132385
	Iteration 34Q: 3 clusters Score -130816.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -130816.460938 Penalty: 735.132385
	Iteration 35Q: 3 clusters Score -130816.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -130816.281250 Penalty: 735.132385
	Iteration 36Q: 3 clusters Score -130816.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -130816.281250 Penalty: 735.132385
	Iteration 37F: 3 clusters Score -130816.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Entering Unmasked Estep 
Score: -890093.875000 Penalty: 453.435577
	Iteration 0F: 2 clusters Score -890093.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -875930.375000 Penalty: 906.871155
	Iteration 0F: 3 clusters Score -875930.4 nChanged 10127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -881860.687500 Penalty: 906.871155
	Iteration 1F: 3 clusters Score -881860.7 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -882214.812500 Penalty: 906.871155
	Iteration 2Q: 3 clusters Score -882214.8 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -882706.500000 Penalty: 906.871155
	Iteration 3F: 3 clusters Score -882706.5 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -883402.125000 Penalty: 906.871155
	Iteration 4F: 3 clusters Score -883402.1 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -884368.562500 Penalty: 906.871155
	Iteration 5F: 3 clusters Score -884368.6 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -885639.125000 Penalty: 906.871155
	Iteration 6F: 3 clusters Score -885639.1 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -887058.812500 Penalty: 906.871155
	Iteration 7F: 3 clusters Score -887058.8 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -888369.250000 Penalty: 906.871155
	Iteration 8F: 3 clusters Score -888369.2 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -889196.000000 Penalty: 906.871155
	Iteration 9Q: 3 clusters Score -889196 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -889610.625000 Penalty: 906.871155
	Iteration 10Q: 3 clusters Score -889610.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -889795.312500 Penalty: 906.871155
	Iteration 11Q: 3 clusters Score -889795.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -889901.437500 Penalty: 906.871155
	Iteration 12Q: 3 clusters Score -889901.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -889958.125000 Penalty: 906.871155
	Iteration 13Q: 3 clusters Score -889958.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -889992.500000 Penalty: 906.871155
	Iteration 14Q: 3 clusters Score -889992.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -890008.125000 Penalty: 906.871155
	Iteration 15Q: 3 clusters Score -890008.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -890023.062500 Penalty: 906.871155
	Iteration 16Q: 3 clusters Score -890023.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -890031.625000 Penalty: 906.871155
	Iteration 17Q: 3 clusters Score -890031.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -890033.750000 Penalty: 906.871155
	Iteration 18Q: 3 clusters Score -890033.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -890036.187500 Penalty: 906.871155
	Iteration 19Q: 3 clusters Score -890036.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -890044.750000 Penalty: 906.871155
	Iteration 20F: 3 clusters Score -890044.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -890047.687500 Penalty: 906.871155
	Iteration 21Q: 3 clusters Score -890047.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -890049.250000 Penalty: 906.871155
	Iteration 22Q: 3 clusters Score -890049.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -890049.437500 Penalty: 906.871155
	Iteration 23Q: 3 clusters Score -890049.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -890051.000000 Penalty: 906.871155
	Iteration 24Q: 3 clusters Score -890051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -890050.562500 Penalty: 906.871155
	Iteration 25Q: 3 clusters Score -890050.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -890052.812500 Penalty: 906.871155
	Iteration 26Q: 3 clusters Score -890052.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -890053.250000 Penalty: 906.871155
	Iteration 27Q: 3 clusters Score -890053.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -890051.875000 Penalty: 906.871155
	Iteration 28Q: 3 clusters Score -890051.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -890051.937500 Penalty: 906.871155
	Iteration 29Q: 3 clusters Score -890051.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -890051.437500 Penalty: 906.871155
	Iteration 30Q: 3 clusters Score -890051.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -890051.187500 Penalty: 906.871155
	Iteration 31Q: 3 clusters Score -890051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -890051.500000 Penalty: 906.871155
	Iteration 32Q: 3 clusters Score -890051.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -890052.500000 Penalty: 906.871155
	Iteration 33Q: 3 clusters Score -890052.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -890054.375000 Penalty: 906.871155
	Iteration 34Q: 3 clusters Score -890054.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -890052.437500 Penalty: 906.871155
	Iteration 35Q: 3 clusters Score -890052.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -890052.375000 Penalty: 906.871155
	Iteration 36Q: 3 clusters Score -890052.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -890052.625000 Penalty: 906.871155
	Iteration 37Q: 3 clusters Score -890052.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -890053.000000 Penalty: 906.871155
	Iteration 38Q: 3 clusters Score -890053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -890053.000000 Penalty: 906.871155
	Iteration 39F: 3 clusters Score -890053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (87580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87580 members 
Entering Unmasked Estep 
Score: -3473290.500000 Penalty: 517.804016
	Iteration 0F: 2 clusters Score -3473290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -3414347.000000 Penalty: 1035.608032
	Iteration 0F: 3 clusters Score -3414347 nChanged 42556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -3439928.500000 Penalty: 1035.608032
	Iteration 1F: 3 clusters Score -3439928 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -3442123.000000 Penalty: 1035.608032
	Iteration 2F: 3 clusters Score -3442123 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -3445283.500000 Penalty: 1035.608032
	Iteration 3F: 3 clusters Score -3445284 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -3449644.250000 Penalty: 1035.608032
	Iteration 4F: 3 clusters Score -3449644 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 66000 members 
Entering Unmasked Estep 
Score: -3455076.750000 Penalty: 1035.608032
	Iteration 5F: 3 clusters Score -3455077 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 72314 members 
Entering Unmasked Estep 
Score: -3460943.000000 Penalty: 1035.608032
	Iteration 6F: 3 clusters Score -3460943 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 77614 members 
Entering Unmasked Estep 
Score: -3465932.500000 Penalty: 1035.608032
	Iteration 7F: 3 clusters Score -3465932 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 81027 members 
Entering Unmasked Estep 
Score: -3469116.500000 Penalty: 1035.608032
	Iteration 8Q: 3 clusters Score -3469116 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 82953 members 
Entering Unmasked Estep 
Score: -3470858.250000 Penalty: 1035.608032
	Iteration 9Q: 3 clusters Score -3470858 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 84046 members 
Entering Unmasked Estep 
Score: -3471757.250000 Penalty: 1035.608032
	Iteration 10Q: 3 clusters Score -3471757 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 84679 members 
Entering Unmasked Estep 
Score: -3472153.000000 Penalty: 1035.608032
	Iteration 11Q: 3 clusters Score -3472153 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 85071 members 
Entering Unmasked Estep 
Score: -3472372.500000 Penalty: 1035.608032
	Iteration 12Q: 3 clusters Score -3472372 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 85365 members 
Entering Unmasked Estep 
Score: -3472515.000000 Penalty: 1035.608032
	Iteration 13Q: 3 clusters Score -3472515 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 85614 members 
Entering Unmasked Estep 
Score: -3472618.500000 Penalty: 1035.608032
	Iteration 14Q: 3 clusters Score -3472618 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 85783 members 
Entering Unmasked Estep 
Score: -3472676.250000 Penalty: 1035.608032
	Iteration 15Q: 3 clusters Score -3472676 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 85911 members 
Entering Unmasked Estep 
Score: -3472713.250000 Penalty: 1035.608032
	Iteration 16Q: 3 clusters Score -3472713 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 86002 members 
Entering Unmasked Estep 
Score: -3472754.750000 Penalty: 1035.608032
	Iteration 17Q: 3 clusters Score -3472755 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 86087 members 
Entering Unmasked Estep 
Score: -3472773.000000 Penalty: 1035.608032
	Iteration 18Q: 3 clusters Score -3472773 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 86161 members 
Entering Unmasked Estep 
Score: -3472793.500000 Penalty: 1035.608032
	Iteration 19Q: 3 clusters Score -3472794 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -3472802.000000 Penalty: 1035.608032
	Iteration 20F: 3 clusters Score -3472802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 86266 members 
Entering Unmasked Estep 
Score: -3472810.500000 Penalty: 1035.608032
	Iteration 21Q: 3 clusters Score -3472810 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 86314 members 
Entering Unmasked Estep 
Score: -3472822.000000 Penalty: 1035.608032
	Iteration 22Q: 3 clusters Score -3472822 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 86357 members 
Entering Unmasked Estep 
Score: -3472831.000000 Penalty: 1035.608032
	Iteration 23Q: 3 clusters Score -3472831 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -3472839.750000 Penalty: 1035.608032
	Iteration 24Q: 3 clusters Score -3472840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 86444 members 
Entering Unmasked Estep 
Score: -3472839.750000 Penalty: 1035.608032
	Iteration 25Q: 3 clusters Score -3472840 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 86491 members 
Entering Unmasked Estep 
Score: -3472853.750000 Penalty: 1035.608032
	Iteration 26Q: 3 clusters Score -3472854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 86525 members 
Entering Unmasked Estep 
Score: -3472869.000000 Penalty: 1035.608032
	Iteration 27Q: 3 clusters Score -3472869 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 86554 members 
Entering Unmasked Estep 
Score: -3472877.750000 Penalty: 1035.608032
	Iteration 28Q: 3 clusters Score -3472878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 86571 members 
Entering Unmasked Estep 
Score: -3472885.000000 Penalty: 1035.608032
	Iteration 29Q: 3 clusters Score -3472885 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 86596 members 
Entering Unmasked Estep 
Score: -3472891.250000 Penalty: 1035.608032
	Iteration 30Q: 3 clusters Score -3472891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -3472894.500000 Penalty: 1035.608032
	Iteration 31Q: 3 clusters Score -3472894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 86627 members 
Entering Unmasked Estep 
Score: -3472894.250000 Penalty: 1035.608032
	Iteration 32Q: 3 clusters Score -3472894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 86645 members 
Entering Unmasked Estep 
Score: -3472901.500000 Penalty: 1035.608032
	Iteration 33Q: 3 clusters Score -3472902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 86656 members 
Entering Unmasked Estep 
Score: -3472900.250000 Penalty: 1035.608032
	Iteration 34Q: 3 clusters Score -3472900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 86667 members 
Entering Unmasked Estep 
Score: -3472903.250000 Penalty: 1035.608032
	Iteration 35Q: 3 clusters Score -3472903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 86679 members 
Entering Unmasked Estep 
Score: -3472905.500000 Penalty: 1035.608032
	Iteration 36Q: 3 clusters Score -3472906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 86684 members 
Entering Unmasked Estep 
Score: -3472904.750000 Penalty: 1035.608032
	Iteration 37Q: 3 clusters Score -3472905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 86687 members 
Entering Unmasked Estep 
Score: -3472907.000000 Penalty: 1035.608032
	Iteration 38Q: 3 clusters Score -3472907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 86693 members 
Entering Unmasked Estep 
Score: -3472909.250000 Penalty: 1035.608032
	Iteration 39Q: 3 clusters Score -3472909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 86697 members 
Entering Unmasked Estep 
Score: -3472910.000000 Penalty: 1035.608032
	Iteration 40F: 3 clusters Score -3472910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 86705 members 
Entering Unmasked Estep 
Score: -3472911.250000 Penalty: 1035.608032
	Iteration 41Q: 3 clusters Score -3472911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 86713 members 
Entering Unmasked Estep 
Score: -3472909.500000 Penalty: 1035.608032
	Iteration 42Q: 3 clusters Score -3472910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 86720 members 
Entering Unmasked Estep 
Score: -3472912.750000 Penalty: 1035.608032
	Iteration 43Q: 3 clusters Score -3472913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 86722 members 
Entering Unmasked Estep 
Score: -3472912.000000 Penalty: 1035.608032
	Iteration 44Q: 3 clusters Score -3472912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 86725 members 
Entering Unmasked Estep 
Score: -3472910.000000 Penalty: 1035.608032
	Iteration 45Q: 3 clusters Score -3472910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 86729 members 
Entering Unmasked Estep 
Score: -3472912.500000 Penalty: 1035.608032
	Iteration 46Q: 3 clusters Score -3472912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 86730 members 
Entering Unmasked Estep 
Score: -3472913.500000 Penalty: 1035.608032
	Iteration 47Q: 3 clusters Score -3472914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 86732 members 
Entering Unmasked Estep 
Score: -3472914.000000 Penalty: 1035.608032
	Iteration 48Q: 3 clusters Score -3472914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 86735 members 
Entering Unmasked Estep 
Score: -3472913.500000 Penalty: 1035.608032
	Iteration 49Q: 3 clusters Score -3472914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 86738 members 
Entering Unmasked Estep 
Score: -3472916.500000 Penalty: 1035.608032
	Iteration 50Q: 3 clusters Score -3472916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 86739 members 
Entering Unmasked Estep 
Score: -3472912.250000 Penalty: 1035.608032
	Iteration 51Q: 3 clusters Score -3472912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 86743 members 
Entering Unmasked Estep 
Score: -3472913.250000 Penalty: 1035.608032
	Iteration 52Q: 3 clusters Score -3472913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 86746 members 
Entering Unmasked Estep 
Score: -3472912.000000 Penalty: 1035.608032
	Iteration 53Q: 3 clusters Score -3472912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 86750 members 
Entering Unmasked Estep 
Score: -3472911.000000 Penalty: 1035.608032
	Iteration 54Q: 3 clusters Score -3472911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 86754 members 
Entering Unmasked Estep 
Score: -3472911.250000 Penalty: 1035.608032
	Iteration 55Q: 3 clusters Score -3472911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 86758 members 
Entering Unmasked Estep 
Score: -3472913.000000 Penalty: 1035.608032
	Iteration 56Q: 3 clusters Score -3472913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -3472912.750000 Penalty: 1035.608032
	Iteration 57Q: 3 clusters Score -3472913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 86763 members 
Entering Unmasked Estep 
Score: -3472912.500000 Penalty: 1035.608032
	Iteration 58Q: 3 clusters Score -3472912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 86764 members 
Entering Unmasked Estep 
Score: -3472914.750000 Penalty: 1035.608032
	Iteration 59Q: 3 clusters Score -3472915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 86765 members 
Entering Unmasked Estep 
Score: -3472913.500000 Penalty: 1035.608032
	Iteration 60F: 3 clusters Score -3472914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Entering Unmasked Estep 
Score: -216561.250000 Penalty: 391.860657
	Iteration 0F: 2 clusters Score -216561.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -212894.000000 Penalty: 783.721313
	Iteration 0F: 3 clusters Score -212894 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -214510.406250 Penalty: 783.721313
	Iteration 1F: 3 clusters Score -214510.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -214987.781250 Penalty: 783.721313
	Iteration 2F: 3 clusters Score -214987.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -215452.031250 Penalty: 783.721313
	Iteration 3F: 3 clusters Score -215452 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -215753.015625 Penalty: 783.721313
	Iteration 4F: 3 clusters Score -215753 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -215921.437500 Penalty: 783.721313
	Iteration 5F: 3 clusters Score -215921.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -216060.687500 Penalty: 783.721313
	Iteration 6Q: 3 clusters Score -216060.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -216166.093750 Penalty: 783.721313
	Iteration 7Q: 3 clusters Score -216166.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -216226.453125 Penalty: 783.721313
	Iteration 8Q: 3 clusters Score -216226.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -216250.640625 Penalty: 783.721313
	Iteration 9Q: 3 clusters Score -216250.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -216274.500000 Penalty: 783.721313
	Iteration 10Q: 3 clusters Score -216274.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -216301.546875 Penalty: 783.721313
	Iteration 11Q: 3 clusters Score -216301.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -216317.109375 Penalty: 783.721313
	Iteration 12Q: 3 clusters Score -216317.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -216328.906250 Penalty: 783.721313
	Iteration 13Q: 3 clusters Score -216328.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -216338.734375 Penalty: 783.721313
	Iteration 14Q: 3 clusters Score -216338.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -216349.687500 Penalty: 783.721313
	Iteration 15Q: 3 clusters Score -216349.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -216360.625000 Penalty: 783.721313
	Iteration 16Q: 3 clusters Score -216360.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -216368.281250 Penalty: 783.721313
	Iteration 17Q: 3 clusters Score -216368.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -216375.562500 Penalty: 783.721313
	Iteration 18Q: 3 clusters Score -216375.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -216383.156250 Penalty: 783.721313
	Iteration 19Q: 3 clusters Score -216383.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -216388.468750 Penalty: 783.721313
	Iteration 20F: 3 clusters Score -216388.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -216391.421875 Penalty: 783.721313
	Iteration 21Q: 3 clusters Score -216391.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -216392.203125 Penalty: 783.721313
	Iteration 22Q: 3 clusters Score -216392.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -216392.687500 Penalty: 783.721313
	Iteration 23Q: 3 clusters Score -216392.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -216392.312500 Penalty: 783.721313
	Iteration 24Q: 3 clusters Score -216392.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -216392.281250 Penalty: 783.721313
	Iteration 25Q: 3 clusters Score -216392.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -216392.281250 Penalty: 783.721313
	Iteration 26F: 3 clusters Score -216392.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -189564.140625 Penalty: 385.684387
	Iteration 0F: 2 clusters Score -189564.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -186377.921875 Penalty: 771.368774
	Iteration 0F: 3 clusters Score -186377.9 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -187667.593750 Penalty: 771.368774
	Iteration 1F: 3 clusters Score -187667.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -187964.187500 Penalty: 771.368774
	Iteration 2F: 3 clusters Score -187964.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -188337.859375 Penalty: 771.368774
	Iteration 3F: 3 clusters Score -188337.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -188693.046875 Penalty: 771.368774
	Iteration 4F: 3 clusters Score -188693 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -188966.812500 Penalty: 771.368774
	Iteration 5F: 3 clusters Score -188966.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -189151.734375 Penalty: 771.368774
	Iteration 6Q: 3 clusters Score -189151.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -189256.453125 Penalty: 771.368774
	Iteration 7Q: 3 clusters Score -189256.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -189317.250000 Penalty: 771.368774
	Iteration 8Q: 3 clusters Score -189317.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -189370.875000 Penalty: 771.368774
	Iteration 9Q: 3 clusters Score -189370.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -189418.375000 Penalty: 771.368774
	Iteration 10Q: 3 clusters Score -189418.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -189439.046875 Penalty: 771.368774
	Iteration 11Q: 3 clusters Score -189439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -189460.296875 Penalty: 771.368774
	Iteration 12Q: 3 clusters Score -189460.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -189475.593750 Penalty: 771.368774
	Iteration 13Q: 3 clusters Score -189475.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -189482.765625 Penalty: 771.368774
	Iteration 14Q: 3 clusters Score -189482.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -189485.625000 Penalty: 771.368774
	Iteration 15Q: 3 clusters Score -189485.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -189487.953125 Penalty: 771.368774
	Iteration 16Q: 3 clusters Score -189488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -189489.500000 Penalty: 771.368774
	Iteration 17Q: 3 clusters Score -189489.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -189491.968750 Penalty: 771.368774
	Iteration 18Q: 3 clusters Score -189492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -189494.265625 Penalty: 771.368774
	Iteration 19Q: 3 clusters Score -189494.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -189496.562500 Penalty: 771.368774
	Iteration 20F: 3 clusters Score -189496.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -189500.343750 Penalty: 771.368774
	Iteration 21Q: 3 clusters Score -189500.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -189502.062500 Penalty: 771.368774
	Iteration 22Q: 3 clusters Score -189502.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -189502.281250 Penalty: 771.368774
	Iteration 23Q: 3 clusters Score -189502.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -189502.281250 Penalty: 771.368774
	Iteration 24F: 3 clusters Score -189502.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Entering Unmasked Estep 
Score: -140668.625000 Penalty: 371.884827
	Iteration 0F: 2 clusters Score -140668.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -138255.625000 Penalty: 743.769653
	Iteration 0F: 3 clusters Score -138255.6 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -139361.531250 Penalty: 743.769653
	Iteration 1F: 3 clusters Score -139361.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -139550.750000 Penalty: 743.769653
	Iteration 2F: 3 clusters Score -139550.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -139729.062500 Penalty: 743.769653
	Iteration 3F: 3 clusters Score -139729.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -139855.312500 Penalty: 743.769653
	Iteration 4F: 3 clusters Score -139855.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -139948.890625 Penalty: 743.769653
	Iteration 5Q: 3 clusters Score -139948.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -140033.140625 Penalty: 743.769653
	Iteration 6Q: 3 clusters Score -140033.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -140103.875000 Penalty: 743.769653
	Iteration 7Q: 3 clusters Score -140103.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -140172.984375 Penalty: 743.769653
	Iteration 8Q: 3 clusters Score -140173 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -140223.218750 Penalty: 743.769653
	Iteration 9Q: 3 clusters Score -140223.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -140266.515625 Penalty: 743.769653
	Iteration 10Q: 3 clusters Score -140266.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -140299.468750 Penalty: 743.769653
	Iteration 11Q: 3 clusters Score -140299.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -140325.718750 Penalty: 743.769653
	Iteration 12Q: 3 clusters Score -140325.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -140350.156250 Penalty: 743.769653
	Iteration 13Q: 3 clusters Score -140350.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -140372.187500 Penalty: 743.769653
	Iteration 14Q: 3 clusters Score -140372.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -140394.359375 Penalty: 743.769653
	Iteration 15Q: 3 clusters Score -140394.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -140414.406250 Penalty: 743.769653
	Iteration 16Q: 3 clusters Score -140414.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -140432.187500 Penalty: 743.769653
	Iteration 17Q: 3 clusters Score -140432.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -140446.953125 Penalty: 743.769653
	Iteration 18Q: 3 clusters Score -140447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -140460.390625 Penalty: 743.769653
	Iteration 19Q: 3 clusters Score -140460.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -140473.062500 Penalty: 743.769653
	Iteration 20F: 3 clusters Score -140473.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -140482.234375 Penalty: 743.769653
	Iteration 21Q: 3 clusters Score -140482.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -140487.156250 Penalty: 743.769653
	Iteration 22Q: 3 clusters Score -140487.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -140491.062500 Penalty: 743.769653
	Iteration 23Q: 3 clusters Score -140491.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -140493.312500 Penalty: 743.769653
	Iteration 24Q: 3 clusters Score -140493.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -140494.718750 Penalty: 743.769653
	Iteration 25Q: 3 clusters Score -140494.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -140495.609375 Penalty: 743.769653
	Iteration 26Q: 3 clusters Score -140495.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -140495.609375 Penalty: 743.769653
	Iteration 27F: 3 clusters Score -140495.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Entering Unmasked Estep 
Score: -182162.359375 Penalty: 387.750183
	Iteration 0F: 2 clusters Score -182162.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -178751.578125 Penalty: 775.500366
	Iteration 0F: 3 clusters Score -178751.6 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -180885.515625 Penalty: 775.500366
	Iteration 1F: 3 clusters Score -180885.5 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -182110.671875 Penalty: 775.500366
	Iteration 2F: 3 clusters Score -182110.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -182799.343750 Penalty: 775.500366
	Iteration 3F: 3 clusters Score -182799.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -183110.734375 Penalty: 775.500366
	Iteration 4F: 3 clusters Score -183110.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -183264.875000 Penalty: 775.500366
	Iteration 5Q: 3 clusters Score -183264.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -183349.140625 Penalty: 775.500366
	Iteration 6Q: 3 clusters Score -183349.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -183447.546875 Penalty: 775.500366
	Iteration 7Q: 3 clusters Score -183447.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -183593.437500 Penalty: 775.500366
	Iteration 8Q: 3 clusters Score -183593.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -183833.062500 Penalty: 775.500366
	Iteration 9Q: 3 clusters Score -183833.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -183977.937500 Penalty: 775.500366
	Iteration 10Q: 3 clusters Score -183977.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -183997.500000 Penalty: 775.500366
	Iteration 11Q: 3 clusters Score -183997.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -184003.453125 Penalty: 775.500366
	Iteration 12Q: 3 clusters Score -184003.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -184004.734375 Penalty: 775.500366
	Iteration 13Q: 3 clusters Score -184004.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -184005.437500 Penalty: 775.500366
	Iteration 14Q: 3 clusters Score -184005.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -184006.187500 Penalty: 775.500366
	Iteration 15Q: 3 clusters Score -184006.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -184006.625000 Penalty: 775.500366
	Iteration 16Q: 3 clusters Score -184006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -184008.125000 Penalty: 775.500366
	Iteration 17Q: 3 clusters Score -184008.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -184008.640625 Penalty: 775.500366
	Iteration 18Q: 3 clusters Score -184008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -184008.812500 Penalty: 775.500366
	Iteration 19Q: 3 clusters Score -184008.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -184008.812500 Penalty: 775.500366
	Iteration 20F: 3 clusters Score -184008.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 3526 members 
Mstep: Class 3 contains 11186 members 
Mstep: Class 4 contains 4101 members 
Mstep: Class 5 contains 3224 members 
Mstep: Class 6 contains 21282 members 
Mstep: Class 7 contains 87580 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 13 contains 495034 members 
Mstep: Class 14 contains 6623 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 1589 members 
Mstep: Class 17 contains 4082 members 
Mstep: Class 18 contains 1761 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 11768 members 
Mstep: Class 21 contains 12343 members 
Mstep: Class 22 contains 8152 members 
Entering Unmasked Estep 
Score: -28267550.000000 Penalty: 13514.298828
Splitting cluster 12 changes total score from -28247862.000000 to -28267550.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 13 (495034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495034 members 
Entering Unmasked Estep 
Score: -20077288.000000 Penalty: 596.613403
	Iteration 0F: 2 clusters Score -2.007729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247608 members 
Mstep: Class 2 contains 247426 members 
Entering Unmasked Estep 
Score: -19740262.000000 Penalty: 1193.226807
	Iteration 0F: 3 clusters Score -1.974026e+07 nChanged 244689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262109 members 
Mstep: Class 2 contains 232925 members 
Entering Unmasked Estep 
Score: -19891570.000000 Penalty: 1193.226807
	Iteration 1F: 3 clusters Score -1.989157e+07 nChanged 22318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275479 members 
Mstep: Class 2 contains 219555 members 
Entering Unmasked Estep 
Score: -19899008.000000 Penalty: 1193.226807
	Iteration 2Q: 3 clusters Score -1.989901e+07 nChanged 28090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295401 members 
Mstep: Class 2 contains 199633 members 
Entering Unmasked Estep 
Score: -19911926.000000 Penalty: 1193.226807
	Iteration 3F: 3 clusters Score -1.991193e+07 nChanged 34009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321938 members 
Mstep: Class 2 contains 173096 members 
Entering Unmasked Estep 
Score: -19931274.000000 Penalty: 1193.226807
	Iteration 4F: 3 clusters Score -1.993127e+07 nChanged 37278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353312 members 
Mstep: Class 2 contains 141722 members 
Entering Unmasked Estep 
Score: -19955354.000000 Penalty: 1193.226807
	Iteration 5F: 3 clusters Score -1.995535e+07 nChanged 36638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386502 members 
Mstep: Class 2 contains 108532 members 
Entering Unmasked Estep 
Score: -19982390.000000 Penalty: 1193.226807
	Iteration 6F: 3 clusters Score -1.998239e+07 nChanged 32508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417680 members 
Mstep: Class 2 contains 77354 members 
Entering Unmasked Estep 
Score: -20008390.000000 Penalty: 1193.226807
	Iteration 7F: 3 clusters Score -2.000839e+07 nChanged 26661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444059 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -20032382.000000 Penalty: 1193.226807
	Iteration 8F: 3 clusters Score -2.003238e+07 nChanged 20145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464180 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -20052614.000000 Penalty: 1193.226807
	Iteration 9Q: 3 clusters Score -2.005261e+07 nChanged 12559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476733 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -20064956.000000 Penalty: 1193.226807
	Iteration 10Q: 3 clusters Score -2.006496e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482706 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -20070356.000000 Penalty: 1193.226807
	Iteration 11Q: 3 clusters Score -2.007036e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485763 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -20072824.000000 Penalty: 1193.226807
	Iteration 12Q: 3 clusters Score -2.007282e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487573 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -20074034.000000 Penalty: 1193.226807
	Iteration 13Q: 3 clusters Score -2.007403e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488976 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -20074774.000000 Penalty: 1193.226807
	Iteration 14Q: 3 clusters Score -2.007477e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490034 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -20075254.000000 Penalty: 1193.226807
	Iteration 15Q: 3 clusters Score -2.007525e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490864 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -20075550.000000 Penalty: 1193.226807
	Iteration 16Q: 3 clusters Score -2.007555e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491555 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -20075784.000000 Penalty: 1193.226807
	Iteration 17Q: 3 clusters Score -2.007578e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492142 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -20076046.000000 Penalty: 1193.226807
	Iteration 18Q: 3 clusters Score -2.007605e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492617 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -20076246.000000 Penalty: 1193.226807
	Iteration 19Q: 3 clusters Score -2.007625e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492980 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -20076344.000000 Penalty: 1193.226807
	Iteration 20F: 3 clusters Score -2.007634e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493251 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -20076388.000000 Penalty: 1193.226807
	Iteration 21Q: 3 clusters Score -2.007639e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493475 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -20076482.000000 Penalty: 1193.226807
	Iteration 22Q: 3 clusters Score -2.007648e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493657 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -20076530.000000 Penalty: 1193.226807
	Iteration 23Q: 3 clusters Score -2.007653e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493780 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -20076580.000000 Penalty: 1193.226807
	Iteration 24Q: 3 clusters Score -2.007658e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493877 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -20076640.000000 Penalty: 1193.226807
	Iteration 25Q: 3 clusters Score -2.007664e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493961 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -20076698.000000 Penalty: 1193.226807
	Iteration 26Q: 3 clusters Score -2.00767e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494047 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -20076750.000000 Penalty: 1193.226807
	Iteration 27Q: 3 clusters Score -2.007675e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494129 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -20076766.000000 Penalty: 1193.226807
	Iteration 28Q: 3 clusters Score -2.007677e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494183 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -20076770.000000 Penalty: 1193.226807
	Iteration 29Q: 3 clusters Score -2.007677e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494221 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -20076806.000000 Penalty: 1193.226807
	Iteration 30Q: 3 clusters Score -2.007681e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494246 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -20076796.000000 Penalty: 1193.226807
	Iteration 31Q: 3 clusters Score -2.00768e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494272 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -20076824.000000 Penalty: 1193.226807
	Iteration 32Q: 3 clusters Score -2.007682e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494298 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -20076832.000000 Penalty: 1193.226807
	Iteration 33Q: 3 clusters Score -2.007683e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494325 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -20076820.000000 Penalty: 1193.226807
	Iteration 34Q: 3 clusters Score -2.007682e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494339 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -20076826.000000 Penalty: 1193.226807
	Iteration 35Q: 3 clusters Score -2.007683e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494355 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -20076848.000000 Penalty: 1193.226807
	Iteration 36Q: 3 clusters Score -2.007685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494360 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -20076854.000000 Penalty: 1193.226807
	Iteration 37Q: 3 clusters Score -2.007685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494364 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -20076870.000000 Penalty: 1193.226807
	Iteration 38Q: 3 clusters Score -2.007687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494371 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -20076868.000000 Penalty: 1193.226807
	Iteration 39Q: 3 clusters Score -2.007687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494376 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -20076862.000000 Penalty: 1193.226807
	Iteration 40F: 3 clusters Score -2.007686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494385 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -20076852.000000 Penalty: 1193.226807
	Iteration 41Q: 3 clusters Score -2.007685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494392 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -20076852.000000 Penalty: 1193.226807
	Iteration 42Q: 3 clusters Score -2.007685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494401 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -20076862.000000 Penalty: 1193.226807
	Iteration 43Q: 3 clusters Score -2.007686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494408 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -20076852.000000 Penalty: 1193.226807
	Iteration 44Q: 3 clusters Score -2.007685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494414 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -20076852.000000 Penalty: 1193.226807
	Iteration 45Q: 3 clusters Score -2.007685e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494430 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -20076852.000000 Penalty: 1193.226807
	Iteration 46Q: 3 clusters Score -2.007685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494440 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -20076876.000000 Penalty: 1193.226807
	Iteration 47Q: 3 clusters Score -2.007688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494442 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -20076870.000000 Penalty: 1193.226807
	Iteration 48Q: 3 clusters Score -2.007687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494446 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -20076874.000000 Penalty: 1193.226807
	Iteration 49Q: 3 clusters Score -2.007687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494453 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -20076876.000000 Penalty: 1193.226807
	Iteration 50Q: 3 clusters Score -2.007688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494457 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -20076876.000000 Penalty: 1193.226807
	Iteration 51Q: 3 clusters Score -2.007688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494464 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -20076870.000000 Penalty: 1193.226807
	Iteration 52Q: 3 clusters Score -2.007687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494467 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -20076866.000000 Penalty: 1193.226807
	Iteration 53Q: 3 clusters Score -2.007687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494472 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -20076874.000000 Penalty: 1193.226807
	Iteration 54Q: 3 clusters Score -2.007687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494476 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -20076880.000000 Penalty: 1193.226807
	Iteration 55Q: 3 clusters Score -2.007688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494483 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -20076886.000000 Penalty: 1193.226807
	Iteration 56Q: 3 clusters Score -2.007689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494487 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -20076892.000000 Penalty: 1193.226807
	Iteration 57Q: 3 clusters Score -2.007689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494488 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -20076886.000000 Penalty: 1193.226807
	Iteration 58Q: 3 clusters Score -2.007689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494493 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -20076874.000000 Penalty: 1193.226807
	Iteration 59Q: 3 clusters Score -2.007687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494501 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -20076882.000000 Penalty: 1193.226807
	Iteration 60F: 3 clusters Score -2.007688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494506 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -20076888.000000 Penalty: 1193.226807
	Iteration 61Q: 3 clusters Score -2.007689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494506 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -20076882.000000 Penalty: 1193.226807
	Iteration 62Q: 3 clusters Score -2.007688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494508 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -20076880.000000 Penalty: 1193.226807
	Iteration 63Q: 3 clusters Score -2.007688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494513 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -20076886.000000 Penalty: 1193.226807
	Iteration 64Q: 3 clusters Score -2.007689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494517 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -20076904.000000 Penalty: 1193.226807
	Iteration 65Q: 3 clusters Score -2.00769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494516 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -20076908.000000 Penalty: 1193.226807
	Iteration 66Q: 3 clusters Score -2.007691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494514 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -20076902.000000 Penalty: 1193.226807
	Iteration 67Q: 3 clusters Score -2.00769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494513 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -20076902.000000 Penalty: 1193.226807
	Iteration 68Q: 3 clusters Score -2.00769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494511 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -20076888.000000 Penalty: 1193.226807
	Iteration 69Q: 3 clusters Score -2.007689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494509 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -20076892.000000 Penalty: 1193.226807
	Iteration 70Q: 3 clusters Score -2.007689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494508 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -20076888.000000 Penalty: 1193.226807
	Iteration 71Q: 3 clusters Score -2.007689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494506 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -20076892.000000 Penalty: 1193.226807
	Iteration 72Q: 3 clusters Score -2.007689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494506 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -20076892.000000 Penalty: 1193.226807
	Iteration 73F: 3 clusters Score -2.007689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Entering Unmasked Estep 
Score: -273157.031250 Penalty: 400.322815
	Iteration 0F: 2 clusters Score -273157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -268769.656250 Penalty: 800.645630
	Iteration 0F: 3 clusters Score -268769.7 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -270969.093750 Penalty: 800.645630
	Iteration 1F: 3 clusters Score -270969.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -271343.500000 Penalty: 800.645630
	Iteration 2F: 3 clusters Score -271343.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -271625.312500 Penalty: 800.645630
	Iteration 3F: 3 clusters Score -271625.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -271809.187500 Penalty: 800.645630
	Iteration 4F: 3 clusters Score -271809.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -271916.312500 Penalty: 800.645630
	Iteration 5Q: 3 clusters Score -271916.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -271998.906250 Penalty: 800.645630
	Iteration 6Q: 3 clusters Score -271998.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -272051.656250 Penalty: 800.645630
	Iteration 7Q: 3 clusters Score -272051.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -272092.843750 Penalty: 800.645630
	Iteration 8Q: 3 clusters Score -272092.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -272135.687500 Penalty: 800.645630
	Iteration 9Q: 3 clusters Score -272135.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -272182.718750 Penalty: 800.645630
	Iteration 10Q: 3 clusters Score -272182.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -272225.562500 Penalty: 800.645630
	Iteration 11Q: 3 clusters Score -272225.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -272268.312500 Penalty: 800.645630
	Iteration 12Q: 3 clusters Score -272268.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -272313.218750 Penalty: 800.645630
	Iteration 13Q: 3 clusters Score -272313.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -272354.843750 Penalty: 800.645630
	Iteration 14Q: 3 clusters Score -272354.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -272397.718750 Penalty: 800.645630
	Iteration 15Q: 3 clusters Score -272397.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -272443.062500 Penalty: 800.645630
	Iteration 16Q: 3 clusters Score -272443.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -272479.406250 Penalty: 800.645630
	Iteration 17Q: 3 clusters Score -272479.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -272498.687500 Penalty: 800.645630
	Iteration 18Q: 3 clusters Score -272498.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -272518.843750 Penalty: 800.645630
	Iteration 19Q: 3 clusters Score -272518.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -272538.218750 Penalty: 800.645630
	Iteration 20F: 3 clusters Score -272538.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -272555.500000 Penalty: 800.645630
	Iteration 21Q: 3 clusters Score -272555.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -272575.937500 Penalty: 800.645630
	Iteration 22Q: 3 clusters Score -272575.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -272597.562500 Penalty: 800.645630
	Iteration 23Q: 3 clusters Score -272597.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -272621.437500 Penalty: 800.645630
	Iteration 24Q: 3 clusters Score -272621.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -272648.000000 Penalty: 800.645630
	Iteration 25Q: 3 clusters Score -272648 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -272671.093750 Penalty: 800.645630
	Iteration 26Q: 3 clusters Score -272671.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -272703.750000 Penalty: 800.645630
	Iteration 27Q: 3 clusters Score -272703.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -272729.843750 Penalty: 800.645630
	Iteration 28Q: 3 clusters Score -272729.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -272757.343750 Penalty: 800.645630
	Iteration 29Q: 3 clusters Score -272757.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -272779.968750 Penalty: 800.645630
	Iteration 30Q: 3 clusters Score -272780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -272793.125000 Penalty: 800.645630
	Iteration 31Q: 3 clusters Score -272793.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -272806.500000 Penalty: 800.645630
	Iteration 32Q: 3 clusters Score -272806.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -272820.687500 Penalty: 800.645630
	Iteration 33Q: 3 clusters Score -272820.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -272840.250000 Penalty: 800.645630
	Iteration 34Q: 3 clusters Score -272840.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -272854.781250 Penalty: 800.645630
	Iteration 35Q: 3 clusters Score -272854.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -272862.125000 Penalty: 800.645630
	Iteration 36Q: 3 clusters Score -272862.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -272864.687500 Penalty: 800.645630
	Iteration 37Q: 3 clusters Score -272864.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -272866.937500 Penalty: 800.645630
	Iteration 38Q: 3 clusters Score -272866.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -272868.437500 Penalty: 800.645630
	Iteration 39Q: 3 clusters Score -272868.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -272869.656250 Penalty: 800.645630
	Iteration 40F: 3 clusters Score -272869.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -272869.656250 Penalty: 800.645630
	Iteration 41Q: 3 clusters Score -272869.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -272870.250000 Penalty: 800.645630
	Iteration 42Q: 3 clusters Score -272870.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -272870.250000 Penalty: 800.645630
	Iteration 43F: 3 clusters Score -272870.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Entering Unmasked Estep 
Score: -195879.765625 Penalty: 385.722260
	Iteration 0F: 2 clusters Score -195879.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -192624.640625 Penalty: 771.444519
	Iteration 0F: 3 clusters Score -192624.6 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -193885.531250 Penalty: 771.444519
	Iteration 1F: 3 clusters Score -193885.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -194139.953125 Penalty: 771.444519
	Iteration 2F: 3 clusters Score -194140 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -194428.937500 Penalty: 771.444519
	Iteration 3F: 3 clusters Score -194428.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -194719.515625 Penalty: 771.444519
	Iteration 4F: 3 clusters Score -194719.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -194954.937500 Penalty: 771.444519
	Iteration 5F: 3 clusters Score -194954.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -195085.406250 Penalty: 771.444519
	Iteration 6F: 3 clusters Score -195085.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -195144.890625 Penalty: 771.444519
	Iteration 7Q: 3 clusters Score -195144.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -195171.890625 Penalty: 771.444519
	Iteration 8Q: 3 clusters Score -195171.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -195188.515625 Penalty: 771.444519
	Iteration 9Q: 3 clusters Score -195188.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -195204.875000 Penalty: 771.444519
	Iteration 10Q: 3 clusters Score -195204.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -195220.578125 Penalty: 771.444519
	Iteration 11Q: 3 clusters Score -195220.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -195239.953125 Penalty: 771.444519
	Iteration 12Q: 3 clusters Score -195240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -195257.906250 Penalty: 771.444519
	Iteration 13Q: 3 clusters Score -195257.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -195273.046875 Penalty: 771.444519
	Iteration 14Q: 3 clusters Score -195273 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -195289.156250 Penalty: 771.444519
	Iteration 15Q: 3 clusters Score -195289.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -195312.875000 Penalty: 771.444519
	Iteration 16Q: 3 clusters Score -195312.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -195329.062500 Penalty: 771.444519
	Iteration 17Q: 3 clusters Score -195329.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -195345.171875 Penalty: 771.444519
	Iteration 18Q: 3 clusters Score -195345.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -195363.890625 Penalty: 771.444519
	Iteration 19Q: 3 clusters Score -195363.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -195378.640625 Penalty: 771.444519
	Iteration 20F: 3 clusters Score -195378.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -195399.328125 Penalty: 771.444519
	Iteration 21Q: 3 clusters Score -195399.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -195416.968750 Penalty: 771.444519
	Iteration 22Q: 3 clusters Score -195417 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -195433.765625 Penalty: 771.444519
	Iteration 23Q: 3 clusters Score -195433.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -195451.812500 Penalty: 771.444519
	Iteration 24Q: 3 clusters Score -195451.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -195467.078125 Penalty: 771.444519
	Iteration 25Q: 3 clusters Score -195467.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -195479.156250 Penalty: 771.444519
	Iteration 26Q: 3 clusters Score -195479.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -195492.812500 Penalty: 771.444519
	Iteration 27Q: 3 clusters Score -195492.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -195505.750000 Penalty: 771.444519
	Iteration 28Q: 3 clusters Score -195505.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -195515.406250 Penalty: 771.444519
	Iteration 29Q: 3 clusters Score -195515.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -195522.078125 Penalty: 771.444519
	Iteration 30Q: 3 clusters Score -195522.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -195527.765625 Penalty: 771.444519
	Iteration 31Q: 3 clusters Score -195527.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -195533.093750 Penalty: 771.444519
	Iteration 32Q: 3 clusters Score -195533.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -195539.468750 Penalty: 771.444519
	Iteration 33Q: 3 clusters Score -195539.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -195546.093750 Penalty: 771.444519
	Iteration 34Q: 3 clusters Score -195546.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -195550.281250 Penalty: 771.444519
	Iteration 35Q: 3 clusters Score -195550.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -195555.359375 Penalty: 771.444519
	Iteration 36Q: 3 clusters Score -195555.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -195558.281250 Penalty: 771.444519
	Iteration 37Q: 3 clusters Score -195558.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -195560.156250 Penalty: 771.444519
	Iteration 38Q: 3 clusters Score -195560.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -195564.171875 Penalty: 771.444519
	Iteration 39Q: 3 clusters Score -195564.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -195566.109375 Penalty: 771.444519
	Iteration 40F: 3 clusters Score -195566.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -195568.031250 Penalty: 771.444519
	Iteration 41Q: 3 clusters Score -195568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -195571.390625 Penalty: 771.444519
	Iteration 42Q: 3 clusters Score -195571.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -195574.125000 Penalty: 771.444519
	Iteration 43Q: 3 clusters Score -195574.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -195578.015625 Penalty: 771.444519
	Iteration 44Q: 3 clusters Score -195578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -195579.250000 Penalty: 771.444519
	Iteration 45Q: 3 clusters Score -195579.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -195580.750000 Penalty: 771.444519
	Iteration 46Q: 3 clusters Score -195580.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -195581.406250 Penalty: 771.444519
	Iteration 47Q: 3 clusters Score -195581.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -195582.531250 Penalty: 771.444519
	Iteration 48Q: 3 clusters Score -195582.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -195582.953125 Penalty: 771.444519
	Iteration 49Q: 3 clusters Score -195583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -195583.546875 Penalty: 771.444519
	Iteration 50Q: 3 clusters Score -195583.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -195583.812500 Penalty: 771.444519
	Iteration 51Q: 3 clusters Score -195583.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -195583.968750 Penalty: 771.444519
	Iteration 52Q: 3 clusters Score -195584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -195584.546875 Penalty: 771.444519
	Iteration 53Q: 3 clusters Score -195584.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -195585.921875 Penalty: 771.444519
	Iteration 54Q: 3 clusters Score -195585.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -195586.656250 Penalty: 771.444519
	Iteration 55Q: 3 clusters Score -195586.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -195588.609375 Penalty: 771.444519
	Iteration 56Q: 3 clusters Score -195588.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -195589.281250 Penalty: 771.444519
	Iteration 57Q: 3 clusters Score -195589.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -195589.875000 Penalty: 771.444519
	Iteration 58Q: 3 clusters Score -195589.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -195591.093750 Penalty: 771.444519
	Iteration 59Q: 3 clusters Score -195591.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -195591.890625 Penalty: 771.444519
	Iteration 60F: 3 clusters Score -195591.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -195593.156250 Penalty: 771.444519
	Iteration 61Q: 3 clusters Score -195593.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -195593.750000 Penalty: 771.444519
	Iteration 62Q: 3 clusters Score -195593.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -195593.984375 Penalty: 771.444519
	Iteration 63Q: 3 clusters Score -195594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -195594.218750 Penalty: 771.444519
	Iteration 64Q: 3 clusters Score -195594.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -195594.875000 Penalty: 771.444519
	Iteration 65Q: 3 clusters Score -195594.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -195594.640625 Penalty: 771.444519
	Iteration 66Q: 3 clusters Score -195594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -195594.921875 Penalty: 771.444519
	Iteration 67Q: 3 clusters Score -195594.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -195594.921875 Penalty: 771.444519
	Iteration 68F: 3 clusters Score -195594.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -53066.523438 Penalty: 335.374146
	Iteration 0F: 2 clusters Score -53066.52 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 776 members 
Entering Unmasked Estep 
Score: -51933.179688 Penalty: 670.748291
	Iteration 0F: 3 clusters Score -51933.18 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -52494.109375 Penalty: 670.748291
	Iteration 1F: 3 clusters Score -52494.11 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -52765.316406 Penalty: 670.748291
	Iteration 2F: 3 clusters Score -52765.32 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -52977.687500 Penalty: 670.748291
	Iteration 3F: 3 clusters Score -52977.69 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -53110.960938 Penalty: 670.748291
	Iteration 4F: 3 clusters Score -53110.96 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -53204.828125 Penalty: 670.748291
	Iteration 5F: 3 clusters Score -53204.83 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -53253.234375 Penalty: 670.748291
	Iteration 6Q: 3 clusters Score -53253.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -53288.218750 Penalty: 670.748291
	Iteration 7Q: 3 clusters Score -53288.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -53320.738281 Penalty: 670.748291
	Iteration 8Q: 3 clusters Score -53320.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -53340.515625 Penalty: 670.748291
	Iteration 9Q: 3 clusters Score -53340.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53355.562500 Penalty: 670.748291
	Iteration 10Q: 3 clusters Score -53355.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -53365.312500 Penalty: 670.748291
	Iteration 11Q: 3 clusters Score -53365.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -53374.683594 Penalty: 670.748291
	Iteration 12Q: 3 clusters Score -53374.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -53380.863281 Penalty: 670.748291
	Iteration 13Q: 3 clusters Score -53380.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -53383.503906 Penalty: 670.748291
	Iteration 14Q: 3 clusters Score -53383.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -53385.898438 Penalty: 670.748291
	Iteration 15Q: 3 clusters Score -53385.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -53387.429688 Penalty: 670.748291
	Iteration 16Q: 3 clusters Score -53387.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -53390.089844 Penalty: 670.748291
	Iteration 17Q: 3 clusters Score -53390.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -53391.062500 Penalty: 670.748291
	Iteration 18Q: 3 clusters Score -53391.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -53391.808594 Penalty: 670.748291
	Iteration 19Q: 3 clusters Score -53391.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -53391.898438 Penalty: 670.748291
	Iteration 20F: 3 clusters Score -53391.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -53392.050781 Penalty: 670.748291
	Iteration 21Q: 3 clusters Score -53392.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -53392.128906 Penalty: 670.748291
	Iteration 22Q: 3 clusters Score -53392.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -53392.128906 Penalty: 670.748291
	Iteration 23F: 3 clusters Score -53392.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 3526 members 
Mstep: Class 3 contains 11186 members 
Mstep: Class 4 contains 4101 members 
Mstep: Class 5 contains 3224 members 
Mstep: Class 6 contains 21282 members 
Mstep: Class 7 contains 87580 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 13 contains 495034 members 
Mstep: Class 14 contains 6623 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 1073 members 
Mstep: Class 17 contains 4082 members 
Mstep: Class 18 contains 1761 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 11768 members 
Mstep: Class 21 contains 12343 members 
Mstep: Class 22 contains 8152 members 
Mstep: Class 23 contains 516 members 
Entering Unmasked Estep 
Score: -28267556.000000 Penalty: 14128.584961
Splitting cluster 16 changes total score from -28247862.000000 to -28267556.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 17 (4082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Entering Unmasked Estep 
Score: -135939.687500 Penalty: 378.302582
	Iteration 0F: 2 clusters Score -135939.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -133206.968750 Penalty: 756.605164
	Iteration 0F: 3 clusters Score -133207 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -134461.765625 Penalty: 756.605164
	Iteration 1F: 3 clusters Score -134461.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -135083.593750 Penalty: 756.605164
	Iteration 2F: 3 clusters Score -135083.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -135668.906250 Penalty: 756.605164
	Iteration 3F: 3 clusters Score -135668.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -136107.671875 Penalty: 756.605164
	Iteration 4F: 3 clusters Score -136107.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -136525.546875 Penalty: 756.605164
	Iteration 5F: 3 clusters Score -136525.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -136814.343750 Penalty: 756.605164
	Iteration 6Q: 3 clusters Score -136814.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -137003.921875 Penalty: 756.605164
	Iteration 7Q: 3 clusters Score -137003.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -137099.125000 Penalty: 756.605164
	Iteration 8Q: 3 clusters Score -137099.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -137140.125000 Penalty: 756.605164
	Iteration 9Q: 3 clusters Score -137140.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -137159.312500 Penalty: 756.605164
	Iteration 10Q: 3 clusters Score -137159.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -137168.312500 Penalty: 756.605164
	Iteration 11Q: 3 clusters Score -137168.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -137172.359375 Penalty: 756.605164
	Iteration 12Q: 3 clusters Score -137172.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -137175.312500 Penalty: 756.605164
	Iteration 13Q: 3 clusters Score -137175.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -137178.718750 Penalty: 756.605164
	Iteration 14Q: 3 clusters Score -137178.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -137181.484375 Penalty: 756.605164
	Iteration 15Q: 3 clusters Score -137181.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -137182.703125 Penalty: 756.605164
	Iteration 16Q: 3 clusters Score -137182.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -137183.250000 Penalty: 756.605164
	Iteration 17Q: 3 clusters Score -137183.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -137183.531250 Penalty: 756.605164
	Iteration 18Q: 3 clusters Score -137183.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -137183.671875 Penalty: 756.605164
	Iteration 19Q: 3 clusters Score -137183.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -137183.609375 Penalty: 756.605164
	Iteration 20F: 3 clusters Score -137183.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -137183.812500 Penalty: 756.605164
	Iteration 21Q: 3 clusters Score -137183.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -137183.812500 Penalty: 756.605164
	Iteration 22F: 3 clusters Score -137183.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 3526 members 
Mstep: Class 3 contains 11186 members 
Mstep: Class 4 contains 4101 members 
Mstep: Class 5 contains 3224 members 
Mstep: Class 6 contains 21282 members 
Mstep: Class 7 contains 87580 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 13 contains 495034 members 
Mstep: Class 14 contains 6623 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 1073 members 
Mstep: Class 17 contains 2339 members 
Mstep: Class 18 contains 1761 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 11768 members 
Mstep: Class 21 contains 12343 members 
Mstep: Class 22 contains 8152 members 
Mstep: Class 23 contains 516 members 
Mstep: Class 24 contains 1743 members 
Entering Unmasked Estep 
Score: -28268552.000000 Penalty: 14742.872070
Splitting cluster 17 changes total score from -28247862.000000 to -28268552.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (1366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Entering Unmasked Estep 
Score: -45433.933594 Penalty: 328.493713
	Iteration 0F: 2 clusters Score -45433.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -44472.039062 Penalty: 656.987427
	Iteration 0F: 3 clusters Score -44472.04 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -45074.632812 Penalty: 656.987427
	Iteration 1F: 3 clusters Score -45074.63 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -45254.742188 Penalty: 656.987427
	Iteration 2F: 3 clusters Score -45254.74 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -45329.316406 Penalty: 656.987427
	Iteration 3F: 3 clusters Score -45329.32 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -45381.421875 Penalty: 656.987427
	Iteration 4Q: 3 clusters Score -45381.42 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -45416.687500 Penalty: 656.987427
	Iteration 5Q: 3 clusters Score -45416.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -45447.996094 Penalty: 656.987427
	Iteration 6Q: 3 clusters Score -45448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -45490.656250 Penalty: 656.987427
	Iteration 7Q: 3 clusters Score -45490.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -45507.179688 Penalty: 656.987427
	Iteration 8Q: 3 clusters Score -45507.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -45524.656250 Penalty: 656.987427
	Iteration 9Q: 3 clusters Score -45524.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -45540.800781 Penalty: 656.987427
	Iteration 10Q: 3 clusters Score -45540.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -45547.648438 Penalty: 656.987427
	Iteration 11Q: 3 clusters Score -45547.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -45554.707031 Penalty: 656.987427
	Iteration 12Q: 3 clusters Score -45554.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -45561.617188 Penalty: 656.987427
	Iteration 13Q: 3 clusters Score -45561.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -45568.097656 Penalty: 656.987427
	Iteration 14Q: 3 clusters Score -45568.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -45574.242188 Penalty: 656.987427
	Iteration 15Q: 3 clusters Score -45574.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -45578.222656 Penalty: 656.987427
	Iteration 16Q: 3 clusters Score -45578.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -45580.500000 Penalty: 656.987427
	Iteration 17Q: 3 clusters Score -45580.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -45584.519531 Penalty: 656.987427
	Iteration 18Q: 3 clusters Score -45584.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -45587.820312 Penalty: 656.987427
	Iteration 19Q: 3 clusters Score -45587.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -45591.105469 Penalty: 656.987427
	Iteration 20F: 3 clusters Score -45591.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -45591.902344 Penalty: 656.987427
	Iteration 21Q: 3 clusters Score -45591.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -45592.292969 Penalty: 656.987427
	Iteration 22Q: 3 clusters Score -45592.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -45592.406250 Penalty: 656.987427
	Iteration 23Q: 3 clusters Score -45592.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -45592.406250 Penalty: 656.987427
	Iteration 24F: 3 clusters Score -45592.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 3526 members 
Mstep: Class 3 contains 11186 members 
Mstep: Class 4 contains 4101 members 
Mstep: Class 5 contains 3224 members 
Mstep: Class 6 contains 21282 members 
Mstep: Class 7 contains 87580 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 13 contains 495034 members 
Mstep: Class 14 contains 6623 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 1073 members 
Mstep: Class 17 contains 2339 members 
Mstep: Class 18 contains 1761 members 
Mstep: Class 19 contains 650 members 
Mstep: Class 20 contains 11768 members 
Mstep: Class 21 contains 12343 members 
Mstep: Class 22 contains 8152 members 
Mstep: Class 23 contains 516 members 
Mstep: Class 24 contains 1743 members 
Mstep: Class 25 contains 716 members 
Entering Unmasked Estep 
Score: -28268440.000000 Penalty: 15357.158203
Splitting cluster 19 changes total score from -28247862.000000 to -28268440.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (11768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Entering Unmasked Estep 
Score: -456080.781250 Penalty: 426.477844
	Iteration 0F: 2 clusters Score -456080.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -448186.906250 Penalty: 852.955688
	Iteration 0F: 3 clusters Score -448186.9 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -451467.281250 Penalty: 852.955688
	Iteration 1F: 3 clusters Score -451467.3 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -451812.281250 Penalty: 852.955688
	Iteration 2F: 3 clusters Score -451812.3 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -452312.281250 Penalty: 852.955688
	Iteration 3F: 3 clusters Score -452312.3 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -453013.593750 Penalty: 852.955688
	Iteration 4F: 3 clusters Score -453013.6 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -453819.718750 Penalty: 852.955688
	Iteration 5F: 3 clusters Score -453819.7 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -454566.812500 Penalty: 852.955688
	Iteration 6F: 3 clusters Score -454566.8 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -455063.156250 Penalty: 852.955688
	Iteration 7F: 3 clusters Score -455063.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -455312.781250 Penalty: 852.955688
	Iteration 8Q: 3 clusters Score -455312.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -455470.843750 Penalty: 852.955688
	Iteration 9Q: 3 clusters Score -455470.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -455580.187500 Penalty: 852.955688
	Iteration 10Q: 3 clusters Score -455580.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -455672.750000 Penalty: 852.955688
	Iteration 11Q: 3 clusters Score -455672.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -455762.500000 Penalty: 852.955688
	Iteration 12Q: 3 clusters Score -455762.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -455859.437500 Penalty: 852.955688
	Iteration 13Q: 3 clusters Score -455859.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -455961.593750 Penalty: 852.955688
	Iteration 14Q: 3 clusters Score -455961.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -456063.281250 Penalty: 852.955688
	Iteration 15Q: 3 clusters Score -456063.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -456136.468750 Penalty: 852.955688
	Iteration 16Q: 3 clusters Score -456136.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -456197.843750 Penalty: 852.955688
	Iteration 17Q: 3 clusters Score -456197.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -456235.593750 Penalty: 852.955688
	Iteration 18Q: 3 clusters Score -456235.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -456259.656250 Penalty: 852.955688
	Iteration 19Q: 3 clusters Score -456259.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -456276.718750 Penalty: 852.955688
	Iteration 20F: 3 clusters Score -456276.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -456288.687500 Penalty: 852.955688
	Iteration 21Q: 3 clusters Score -456288.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -456298.562500 Penalty: 852.955688
	Iteration 22Q: 3 clusters Score -456298.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -456307.343750 Penalty: 852.955688
	Iteration 23Q: 3 clusters Score -456307.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -456312.093750 Penalty: 852.955688
	Iteration 24Q: 3 clusters Score -456312.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -456317.375000 Penalty: 852.955688
	Iteration 25Q: 3 clusters Score -456317.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -456320.625000 Penalty: 852.955688
	Iteration 26Q: 3 clusters Score -456320.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -456323.843750 Penalty: 852.955688
	Iteration 27Q: 3 clusters Score -456323.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -456325.781250 Penalty: 852.955688
	Iteration 28Q: 3 clusters Score -456325.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -456327.406250 Penalty: 852.955688
	Iteration 29Q: 3 clusters Score -456327.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -456329.687500 Penalty: 852.955688
	Iteration 30Q: 3 clusters Score -456329.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -456331.218750 Penalty: 852.955688
	Iteration 31Q: 3 clusters Score -456331.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -456334.437500 Penalty: 852.955688
	Iteration 32Q: 3 clusters Score -456334.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -456336.281250 Penalty: 852.955688
	Iteration 33Q: 3 clusters Score -456336.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -456336.718750 Penalty: 852.955688
	Iteration 34Q: 3 clusters Score -456336.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -456338.750000 Penalty: 852.955688
	Iteration 35Q: 3 clusters Score -456338.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -456338.593750 Penalty: 852.955688
	Iteration 36Q: 3 clusters Score -456338.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -456338.593750 Penalty: 852.955688
	Iteration 37F: 3 clusters Score -456338.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 3526 members 
Mstep: Class 3 contains 11186 members 
Mstep: Class 4 contains 4101 members 
Mstep: Class 5 contains 3224 members 
Mstep: Class 6 contains 21282 members 
Mstep: Class 7 contains 87580 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 13 contains 495034 members 
Mstep: Class 14 contains 6623 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 1073 members 
Mstep: Class 17 contains 2339 members 
Mstep: Class 18 contains 1761 members 
Mstep: Class 19 contains 650 members 
Mstep: Class 20 contains 10768 members 
Mstep: Class 21 contains 12343 members 
Mstep: Class 22 contains 8152 members 
Mstep: Class 23 contains 516 members 
Mstep: Class 24 contains 1743 members 
Mstep: Class 25 contains 716 members 
Mstep: Class 26 contains 1000 members 
Entering Unmasked Estep 
Score: -28268430.000000 Penalty: 15971.444336
Splitting cluster 20 changes total score from -28247862.000000 to -28268430.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (12343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Entering Unmasked Estep 
Score: -479642.031250 Penalty: 428.648407
	Iteration 0F: 2 clusters Score -479642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -471394.593750 Penalty: 857.296814
	Iteration 0F: 3 clusters Score -471394.6 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -474802.593750 Penalty: 857.296814
	Iteration 1F: 3 clusters Score -474802.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -475057.281250 Penalty: 857.296814
	Iteration 2F: 3 clusters Score -475057.3 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -475334.093750 Penalty: 857.296814
	Iteration 3Q: 3 clusters Score -475334.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -475716.750000 Penalty: 857.296814
	Iteration 4F: 3 clusters Score -475716.8 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -476207.843750 Penalty: 857.296814
	Iteration 5F: 3 clusters Score -476207.8 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -476717.437500 Penalty: 857.296814
	Iteration 6F: 3 clusters Score -476717.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -477148.406250 Penalty: 857.296814
	Iteration 7F: 3 clusters Score -477148.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -477472.468750 Penalty: 857.296814
	Iteration 8Q: 3 clusters Score -477472.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -477710.562500 Penalty: 857.296814
	Iteration 9Q: 3 clusters Score -477710.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -477899.125000 Penalty: 857.296814
	Iteration 10Q: 3 clusters Score -477899.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -478049.406250 Penalty: 857.296814
	Iteration 11Q: 3 clusters Score -478049.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -478186.718750 Penalty: 857.296814
	Iteration 12Q: 3 clusters Score -478186.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -478317.156250 Penalty: 857.296814
	Iteration 13Q: 3 clusters Score -478317.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -478411.562500 Penalty: 857.296814
	Iteration 14Q: 3 clusters Score -478411.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -478478.093750 Penalty: 857.296814
	Iteration 15Q: 3 clusters Score -478478.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -478527.718750 Penalty: 857.296814
	Iteration 16Q: 3 clusters Score -478527.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -478575.750000 Penalty: 857.296814
	Iteration 17Q: 3 clusters Score -478575.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -478620.156250 Penalty: 857.296814
	Iteration 18Q: 3 clusters Score -478620.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -478669.906250 Penalty: 857.296814
	Iteration 19Q: 3 clusters Score -478669.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -478718.500000 Penalty: 857.296814
	Iteration 20F: 3 clusters Score -478718.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -478760.468750 Penalty: 857.296814
	Iteration 21Q: 3 clusters Score -478760.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -478797.593750 Penalty: 857.296814
	Iteration 22Q: 3 clusters Score -478797.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -478837.875000 Penalty: 857.296814
	Iteration 23Q: 3 clusters Score -478837.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -478887.250000 Penalty: 857.296814
	Iteration 24Q: 3 clusters Score -478887.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -478942.781250 Penalty: 857.296814
	Iteration 25Q: 3 clusters Score -478942.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -478986.281250 Penalty: 857.296814
	Iteration 26Q: 3 clusters Score -478986.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -479028.593750 Penalty: 857.296814
	Iteration 27Q: 3 clusters Score -479028.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -479077.468750 Penalty: 857.296814
	Iteration 28Q: 3 clusters Score -479077.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -479122.687500 Penalty: 857.296814
	Iteration 29Q: 3 clusters Score -479122.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -479160.687500 Penalty: 857.296814
	Iteration 30Q: 3 clusters Score -479160.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -479195.500000 Penalty: 857.296814
	Iteration 31Q: 3 clusters Score -479195.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -479219.656250 Penalty: 857.296814
	Iteration 32Q: 3 clusters Score -479219.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -479239.187500 Penalty: 857.296814
	Iteration 33Q: 3 clusters Score -479239.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -479250.406250 Penalty: 857.296814
	Iteration 34Q: 3 clusters Score -479250.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -479260.843750 Penalty: 857.296814
	Iteration 35Q: 3 clusters Score -479260.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -479271.500000 Penalty: 857.296814
	Iteration 36Q: 3 clusters Score -479271.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -479274.718750 Penalty: 857.296814
	Iteration 37Q: 3 clusters Score -479274.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -479279.312500 Penalty: 857.296814
	Iteration 38Q: 3 clusters Score -479279.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -479282.968750 Penalty: 857.296814
	Iteration 39Q: 3 clusters Score -479283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -479288.468750 Penalty: 857.296814
	Iteration 40F: 3 clusters Score -479288.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -479292.437500 Penalty: 857.296814
	Iteration 41Q: 3 clusters Score -479292.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -479298.125000 Penalty: 857.296814
	Iteration 42Q: 3 clusters Score -479298.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -479301.593750 Penalty: 857.296814
	Iteration 43Q: 3 clusters Score -479301.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -479307.593750 Penalty: 857.296814
	Iteration 44Q: 3 clusters Score -479307.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -479312.718750 Penalty: 857.296814
	Iteration 45Q: 3 clusters Score -479312.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -479316.156250 Penalty: 857.296814
	Iteration 46Q: 3 clusters Score -479316.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -479318.937500 Penalty: 857.296814
	Iteration 47Q: 3 clusters Score -479318.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -479320.437500 Penalty: 857.296814
	Iteration 48Q: 3 clusters Score -479320.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -479321.531250 Penalty: 857.296814
	Iteration 49Q: 3 clusters Score -479321.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -479322.781250 Penalty: 857.296814
	Iteration 50Q: 3 clusters Score -479322.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -479323.906250 Penalty: 857.296814
	Iteration 51Q: 3 clusters Score -479323.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -479326.250000 Penalty: 857.296814
	Iteration 52Q: 3 clusters Score -479326.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -479326.750000 Penalty: 857.296814
	Iteration 53Q: 3 clusters Score -479326.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -479327.750000 Penalty: 857.296814
	Iteration 54Q: 3 clusters Score -479327.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -479328.000000 Penalty: 857.296814
	Iteration 55Q: 3 clusters Score -479328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -479330.125000 Penalty: 857.296814
	Iteration 56Q: 3 clusters Score -479330.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -479332.468750 Penalty: 857.296814
	Iteration 57Q: 3 clusters Score -479332.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -479333.906250 Penalty: 857.296814
	Iteration 58Q: 3 clusters Score -479333.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -479335.468750 Penalty: 857.296814
	Iteration 59Q: 3 clusters Score -479335.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -479342.125000 Penalty: 857.296814
	Iteration 60F: 3 clusters Score -479342.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -479352.312500 Penalty: 857.296814
	Iteration 61Q: 3 clusters Score -479352.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -479361.593750 Penalty: 857.296814
	Iteration 62Q: 3 clusters Score -479361.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -479372.781250 Penalty: 857.296814
	Iteration 63Q: 3 clusters Score -479372.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -479380.187500 Penalty: 857.296814
	Iteration 64Q: 3 clusters Score -479380.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -479387.093750 Penalty: 857.296814
	Iteration 65Q: 3 clusters Score -479387.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -479394.031250 Penalty: 857.296814
	Iteration 66Q: 3 clusters Score -479394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -479399.562500 Penalty: 857.296814
	Iteration 67Q: 3 clusters Score -479399.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -479405.750000 Penalty: 857.296814
	Iteration 68Q: 3 clusters Score -479405.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -479409.406250 Penalty: 857.296814
	Iteration 69Q: 3 clusters Score -479409.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -479411.562500 Penalty: 857.296814
	Iteration 70Q: 3 clusters Score -479411.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -479416.187500 Penalty: 857.296814
	Iteration 71Q: 3 clusters Score -479416.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -479424.593750 Penalty: 857.296814
	Iteration 72Q: 3 clusters Score -479424.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -479428.406250 Penalty: 857.296814
	Iteration 73Q: 3 clusters Score -479428.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -479430.312500 Penalty: 857.296814
	Iteration 74Q: 3 clusters Score -479430.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -479431.718750 Penalty: 857.296814
	Iteration 75Q: 3 clusters Score -479431.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -479431.718750 Penalty: 857.296814
	Iteration 76F: 3 clusters Score -479431.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Entering Unmasked Estep 
Score: -290444.968750 Penalty: 409.773834
	Iteration 0F: 2 clusters Score -290445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -285115.218750 Penalty: 819.547668
	Iteration 0F: 3 clusters Score -285115.2 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -289958.437500 Penalty: 819.547668
	Iteration 1F: 3 clusters Score -289958.4 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -292546.375000 Penalty: 819.547668
	Iteration 2F: 3 clusters Score -292546.4 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -294626.906250 Penalty: 819.547668
	Iteration 3F: 3 clusters Score -294626.9 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -296177.437500 Penalty: 819.547668
	Iteration 4F: 3 clusters Score -296177.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -296946.687500 Penalty: 819.547668
	Iteration 5Q: 3 clusters Score -296946.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -297204.062500 Penalty: 819.547668
	Iteration 6Q: 3 clusters Score -297204.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -297278.312500 Penalty: 819.547668
	Iteration 7Q: 3 clusters Score -297278.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -297308.250000 Penalty: 819.547668
	Iteration 8Q: 3 clusters Score -297308.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -297318.562500 Penalty: 819.547668
	Iteration 9Q: 3 clusters Score -297318.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -297322.875000 Penalty: 819.547668
	Iteration 10Q: 3 clusters Score -297322.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -297324.343750 Penalty: 819.547668
	Iteration 11Q: 3 clusters Score -297324.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -297325.468750 Penalty: 819.547668
	Iteration 12Q: 3 clusters Score -297325.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -297324.968750 Penalty: 819.547668
	Iteration 13Q: 3 clusters Score -297325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -297325.250000 Penalty: 819.547668
	Iteration 14Q: 3 clusters Score -297325.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -297326.468750 Penalty: 819.547668
	Iteration 15Q: 3 clusters Score -297326.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -297326.625000 Penalty: 819.547668
	Iteration 16Q: 3 clusters Score -297326.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -297327.312500 Penalty: 819.547668
	Iteration 17Q: 3 clusters Score -297327.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -297327.656250 Penalty: 819.547668
	Iteration 18Q: 3 clusters Score -297327.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -297327.375000 Penalty: 819.547668
	Iteration 19Q: 3 clusters Score -297327.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -297327.375000 Penalty: 819.547668
	Iteration 20F: 3 clusters Score -297327.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 3526 members 
Mstep: Class 3 contains 11186 members 
Mstep: Class 4 contains 4101 members 
Mstep: Class 5 contains 3224 members 
Mstep: Class 6 contains 21282 members 
Mstep: Class 7 contains 87580 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 13 contains 495034 members 
Mstep: Class 14 contains 6623 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 1073 members 
Mstep: Class 17 contains 2339 members 
Mstep: Class 18 contains 1761 members 
Mstep: Class 19 contains 650 members 
Mstep: Class 20 contains 10768 members 
Mstep: Class 21 contains 12343 members 
Mstep: Class 22 contains 2346 members 
Mstep: Class 23 contains 516 members 
Mstep: Class 24 contains 1743 members 
Mstep: Class 25 contains 716 members 
Mstep: Class 26 contains 1000 members 
Mstep: Class 27 contains 5806 members 
Entering Unmasked Estep 
Score: -28275088.000000 Penalty: 16585.730469
Splitting cluster 22 changes total score from -28247862.000000 to -28275088.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 3526 members 
Mstep: Class 4 contains 4101 members 
Mstep: Class 5 contains 3224 members 
Mstep: Class 6 contains 21282 members 
Mstep: Class 7 contains 87580 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 13 contains 495034 members 
Mstep: Class 14 contains 6623 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 1073 members 
Mstep: Class 17 contains 2339 members 
Mstep: Class 19 contains 650 members 
Mstep: Class 20 contains 10768 members 
Mstep: Class 21 contains 12343 members 
Mstep: Class 22 contains 2346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28277740.000000 Penalty: 16585.730469
Iteration 39Q: 28 clusters Score -2.827774e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 4032 members 
Mstep: Class 5 contains 3264 members 
Mstep: Class 6 contains 21286 members 
Mstep: Class 7 contains 87681 members 
Mstep: Class 8 contains 1001 members 
Mstep: Class 9 contains 5416 members 
Mstep: Class 10 contains 4812 members 
Mstep: Class 11 contains 3542 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 494172 members 
Mstep: Class 14 contains 6620 members 
Mstep: Class 15 contains 4769 members 
Mstep: Class 16 contains 1224 members 
Mstep: Class 17 contains 2347 members 
Mstep: Class 18 contains 1778 members 
Mstep: Class 19 contains 730 members 
Mstep: Class 20 contains 11133 members 
Mstep: Class 21 contains 12299 members 
Mstep: Class 22 contains 2645 members 
Mstep: Class 23 contains 475 members 
Mstep: Class 24 contains 1693 members 
Mstep: Class 25 contains 688 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28280028.000000 Penalty: 16585.730469
Iteration 40F: 28 clusters Score -2.828003e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 4580 members 
Mstep: Class 3 contains 11187 members 
Mstep: Class 4 contains 3988 members 
Mstep: Class 5 contains 3295 members 
Mstep: Class 6 contains 21280 members 
Mstep: Class 7 contains 87783 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 5329 members 
Mstep: Class 10 contains 4818 members 
Mstep: Class 11 contains 3540 members 
Mstep: Class 12 contains 3251 members 
Mstep: Class 13 contains 493489 members 
Mstep: Class 14 contains 6610 members 
Mstep: Class 15 contains 4764 members 
Mstep: Class 16 contains 1315 members 
Mstep: Class 17 contains 2294 members 
Mstep: Class 18 contains 1779 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 11379 members 
Mstep: Class 21 contains 12265 members 
Mstep: Class 22 contains 2488 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 699 members 
Mstep: Class 26 contains 1037 members 
Mstep: Class 27 contains 5856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28280652.000000 Penalty: 16585.730469
Iteration 41Q: 28 clusters Score -2.828065e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 4851 members 
Mstep: Class 3 contains 11234 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 5 contains 3332 members 
Mstep: Class 6 contains 21338 members 
Mstep: Class 7 contains 87910 members 
Mstep: Class 8 contains 943 members 
Mstep: Class 9 contains 5268 members 
Mstep: Class 10 contains 4822 members 
Mstep: Class 11 contains 3536 members 
Mstep: Class 12 contains 3250 members 
Mstep: Class 13 contains 492956 members 
Mstep: Class 14 contains 6604 members 
Mstep: Class 15 contains 4762 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 2240 members 
Mstep: Class 18 contains 1775 members 
Mstep: Class 19 contains 802 members 
Mstep: Class 20 contains 11568 members 
Mstep: Class 21 contains 12248 members 
Mstep: Class 22 contains 2457 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 1819 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 1052 members 
Mstep: Class 27 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28281110.000000 Penalty: 16585.730469
Iteration 42Q: 28 clusters Score -2.828111e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 5039 members 
Mstep: Class 3 contains 11258 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 3364 members 
Mstep: Class 6 contains 21377 members 
Mstep: Class 7 contains 88056 members 
Mstep: Class 8 contains 950 members 
Mstep: Class 9 contains 5203 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 3537 members 
Mstep: Class 12 contains 3247 members 
Mstep: Class 13 contains 492486 members 
Mstep: Class 14 contains 6598 members 
Mstep: Class 15 contains 4786 members 
Mstep: Class 16 contains 1418 members 
Mstep: Class 17 contains 2189 members 
Mstep: Class 18 contains 1769 members 
Mstep: Class 19 contains 834 members 
Mstep: Class 20 contains 11725 members 
Mstep: Class 21 contains 12230 members 
Mstep: Class 22 contains 2465 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 1851 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 1063 members 
Mstep: Class 27 contains 5871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28281368.000000 Penalty: 16585.730469
Iteration 43Q: 28 clusters Score -2.828137e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 5191 members 
Mstep: Class 3 contains 11277 members 
Mstep: Class 4 contains 3782 members 
Mstep: Class 5 contains 3408 members 
Mstep: Class 6 contains 21449 members 
Mstep: Class 7 contains 88187 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 5119 members 
Mstep: Class 10 contains 4839 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3246 members 
Mstep: Class 13 contains 492053 members 
Mstep: Class 14 contains 6593 members 
Mstep: Class 15 contains 4817 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 2148 members 
Mstep: Class 18 contains 1760 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 11873 members 
Mstep: Class 21 contains 12217 members 
Mstep: Class 22 contains 2459 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 1071 members 
Mstep: Class 27 contains 5865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28281662.000000 Penalty: 16585.730469
Iteration 44Q: 28 clusters Score -2.828166e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 5305 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 3713 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 6 contains 21526 members 
Mstep: Class 7 contains 88301 members 
Mstep: Class 8 contains 990 members 
Mstep: Class 9 contains 5035 members 
Mstep: Class 10 contains 4848 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 12 contains 3247 members 
Mstep: Class 13 contains 491652 members 
Mstep: Class 14 contains 6584 members 
Mstep: Class 15 contains 4841 members 
Mstep: Class 16 contains 1482 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 863 members 
Mstep: Class 20 contains 12041 members 
Mstep: Class 21 contains 12191 members 
Mstep: Class 22 contains 2450 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 1923 members 
Mstep: Class 25 contains 675 members 
Mstep: Class 26 contains 1073 members 
Mstep: Class 27 contains 5858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28281838.000000 Penalty: 16585.730469
Iteration 45Q: 28 clusters Score -2.828184e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 5373 members 
Mstep: Class 3 contains 11293 members 
Mstep: Class 4 contains 3638 members 
Mstep: Class 5 contains 3491 members 
Mstep: Class 6 contains 21604 members 
Mstep: Class 7 contains 88431 members 
Mstep: Class 8 contains 1005 members 
Mstep: Class 9 contains 4960 members 
Mstep: Class 10 contains 4852 members 
Mstep: Class 11 contains 3568 members 
Mstep: Class 12 contains 3248 members 
Mstep: Class 13 contains 491300 members 
Mstep: Class 14 contains 6581 members 
Mstep: Class 15 contains 4868 members 
Mstep: Class 16 contains 1509 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 1746 members 
Mstep: Class 19 contains 881 members 
Mstep: Class 20 contains 12177 members 
Mstep: Class 21 contains 12179 members 
Mstep: Class 22 contains 2444 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 1967 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 1082 members 
Mstep: Class 27 contains 5851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28281940.000000 Penalty: 16585.730469
Iteration 46Q: 28 clusters Score -2.828194e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 5439 members 
Mstep: Class 3 contains 11305 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 3530 members 
Mstep: Class 6 contains 21715 members 
Mstep: Class 7 contains 88551 members 
Mstep: Class 8 contains 1018 members 
Mstep: Class 9 contains 4892 members 
Mstep: Class 10 contains 4856 members 
Mstep: Class 11 contains 3569 members 
Mstep: Class 12 contains 3248 members 
Mstep: Class 13 contains 490981 members 
Mstep: Class 14 contains 6580 members 
Mstep: Class 15 contains 4863 members 
Mstep: Class 16 contains 1519 members 
Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 12302 members 
Mstep: Class 21 contains 12163 members 
Mstep: Class 22 contains 2433 members 
Mstep: Class 23 contains 486 members 
Mstep: Class 24 contains 2001 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1088 members 
Mstep: Class 27 contains 5848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28282108.000000 Penalty: 16585.730469
Iteration 47Q: 28 clusters Score -2.828211e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 11314 members 
Mstep: Class 4 contains 3487 members 
Mstep: Class 5 contains 3562 members 
Mstep: Class 6 contains 21825 members 
Mstep: Class 7 contains 88654 members 
Mstep: Class 8 contains 1043 members 
Mstep: Class 9 contains 4843 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 3567 members 
Mstep: Class 12 contains 3247 members 
Mstep: Class 13 contains 490705 members 
Mstep: Class 14 contains 6577 members 
Mstep: Class 15 contains 4841 members 
Mstep: Class 16 contains 1529 members 
Mstep: Class 17 contains 2012 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 12421 members 
Mstep: Class 21 contains 12166 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 2030 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 1093 members 
Mstep: Class 27 contains 5844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28282168.000000 Penalty: 16585.730469
Iteration 48Q: 28 clusters Score -2.828217e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 5536 members 
Mstep: Class 3 contains 11320 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 3595 members 
Mstep: Class 6 contains 21934 members 
Mstep: Class 7 contains 88781 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 4773 members 
Mstep: Class 10 contains 4867 members 
Mstep: Class 11 contains 3568 members 
Mstep: Class 12 contains 3245 members 
Mstep: Class 13 contains 490432 members 
Mstep: Class 14 contains 6577 members 
Mstep: Class 15 contains 4827 members 
Mstep: Class 16 contains 1536 members 
Mstep: Class 17 contains 1997 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 898 members 
Mstep: Class 20 contains 12518 members 
Mstep: Class 21 contains 12166 members 
Mstep: Class 22 contains 2393 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 2059 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 1100 members 
Mstep: Class 27 contains 5843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28282250.000000 Penalty: 16585.730469
Iteration 49Q: 28 clusters Score -2.828225e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 11321 members 
Mstep: Class 4 contains 3314 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 22038 members 
Mstep: Class 7 contains 88919 members 
Mstep: Class 8 contains 1070 members 
Mstep: Class 9 contains 4698 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 3573 members 
Mstep: Class 12 contains 3245 members 
Mstep: Class 13 contains 490171 members 
Mstep: Class 14 contains 6575 members 
Mstep: Class 15 contains 4817 members 
Mstep: Class 16 contains 1542 members 
Mstep: Class 17 contains 1982 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 909 members 
Mstep: Class 20 contains 12601 members 
Mstep: Class 21 contains 12171 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 2090 members 
Mstep: Class 25 contains 672 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 5842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28282364.000000 Penalty: 16585.730469
Iteration 50Q: 28 clusters Score -2.828236e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 5617 members 
Mstep: Class 3 contains 11322 members 
Mstep: Class 4 contains 3220 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 22153 members 
Mstep: Class 7 contains 89051 members 
Mstep: Class 8 contains 1084 members 
Mstep: Class 9 contains 4639 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 3572 members 
Mstep: Class 12 contains 3245 members 
Mstep: Class 13 contains 489917 members 
Mstep: Class 14 contains 6573 members 
Mstep: Class 15 contains 4800 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 1969 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 922 members 
Mstep: Class 20 contains 12677 members 
Mstep: Class 21 contains 12169 members 
Mstep: Class 22 contains 2354 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 2118 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28282384.000000 Penalty: 16585.730469
Iteration 51Q: 28 clusters Score -2.828238e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 5645 members 
Mstep: Class 3 contains 11324 members 
Mstep: Class 4 contains 3129 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 22275 members 
Mstep: Class 7 contains 89183 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 4586 members 
Mstep: Class 10 contains 4871 members 
Mstep: Class 11 contains 3574 members 
Mstep: Class 12 contains 3245 members 
Mstep: Class 13 contains 489654 members 
Mstep: Class 14 contains 6573 members 
Mstep: Class 15 contains 4795 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 1962 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 20 contains 12754 members 
Mstep: Class 21 contains 12167 members 
Mstep: Class 22 contains 2336 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 2141 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 5839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28282442.000000 Penalty: 16585.730469
Iteration 52Q: 28 clusters Score -2.828244e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 5668 members 
Mstep: Class 3 contains 11324 members 
Mstep: Class 4 contains 3053 members 
Mstep: Class 5 contains 3744 members 
Mstep: Class 6 contains 22415 members 
Mstep: Class 7 contains 89300 members 
Mstep: Class 8 contains 1118 members 
Mstep: Class 9 contains 4521 members 
Mstep: Class 10 contains 4874 members 
Mstep: Class 11 contains 3574 members 
Mstep: Class 12 contains 3245 members 
Mstep: Class 13 contains 489394 members 
Mstep: Class 14 contains 6578 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 1948 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 947 members 
Mstep: Class 20 contains 12817 members 
Mstep: Class 21 contains 12162 members 
Mstep: Class 22 contains 2310 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 2165 members 
Mstep: Class 25 contains 672 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 5839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28282406.000000 Penalty: 16585.730469
Iteration 53Q: 28 clusters Score -2.828241e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 5680 members 
Mstep: Class 3 contains 11325 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 3782 members 
Mstep: Class 6 contains 22556 members 
Mstep: Class 7 contains 89406 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 4454 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 3570 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 489166 members 
Mstep: Class 14 contains 6578 members 
Mstep: Class 15 contains 4750 members 
Mstep: Class 16 contains 1561 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 963 members 
Mstep: Class 20 contains 12866 members 
Mstep: Class 21 contains 12161 members 
Mstep: Class 22 contains 2284 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 1142 members 
Mstep: Class 27 contains 5839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28282502.000000 Penalty: 16585.730469
Iteration 54Q: 28 clusters Score -2.82825e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 5688 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 2930 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 22699 members 
Mstep: Class 7 contains 89515 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 4401 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 3570 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 488948 members 
Mstep: Class 14 contains 6576 members 
Mstep: Class 15 contains 4722 members 
Mstep: Class 16 contains 1561 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 12908 members 
Mstep: Class 21 contains 12159 members 
Mstep: Class 22 contains 2260 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 2207 members 
Mstep: Class 25 contains 675 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 5839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28282496.000000 Penalty: 16585.730469
Iteration 55Q: 28 clusters Score -2.82825e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 3874 members 
Mstep: Class 6 contains 22867 members 
Mstep: Class 7 contains 89602 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 4359 members 
Mstep: Class 10 contains 4866 members 
Mstep: Class 11 contains 3571 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 488719 members 
Mstep: Class 14 contains 6573 members 
Mstep: Class 15 contains 4696 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 985 members 
Mstep: Class 20 contains 12938 members 
Mstep: Class 21 contains 12161 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 2219 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 1158 members 
Mstep: Class 27 contains 5840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28282530.000000 Penalty: 16585.730469
Iteration 56Q: 28 clusters Score -2.828253e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 5707 members 
Mstep: Class 3 contains 11331 members 
Mstep: Class 4 contains 2787 members 
Mstep: Class 5 contains 3906 members 
Mstep: Class 6 contains 23013 members 
Mstep: Class 7 contains 89693 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 4318 members 
Mstep: Class 10 contains 4867 members 
Mstep: Class 11 contains 3572 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 488540 members 
Mstep: Class 14 contains 6568 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 1559 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 12980 members 
Mstep: Class 21 contains 12159 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 1167 members 
Mstep: Class 27 contains 5840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28282514.000000 Penalty: 16585.730469
Iteration 57Q: 28 clusters Score -2.828251e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 5718 members 
Mstep: Class 3 contains 11331 members 
Mstep: Class 4 contains 2709 members 
Mstep: Class 5 contains 3944 members 
Mstep: Class 6 contains 23151 members 
Mstep: Class 7 contains 89793 members 
Mstep: Class 8 contains 1212 members 
Mstep: Class 9 contains 4276 members 
Mstep: Class 10 contains 4866 members 
Mstep: Class 11 contains 3571 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 488335 members 
Mstep: Class 14 contains 6569 members 
Mstep: Class 15 contains 4627 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 1897 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 13026 members 
Mstep: Class 21 contains 12167 members 
Mstep: Class 22 contains 2208 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 2249 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 1174 members 
Mstep: Class 27 contains 5840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28282524.000000 Penalty: 16585.730469
Iteration 58Q: 28 clusters Score -2.828252e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 5726 members 
Mstep: Class 3 contains 11332 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 4003 members 
Mstep: Class 6 contains 23273 members 
Mstep: Class 7 contains 89903 members 
Mstep: Class 8 contains 1239 members 
Mstep: Class 9 contains 4218 members 
Mstep: Class 10 contains 4861 members 
Mstep: Class 11 contains 3570 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 488127 members 
Mstep: Class 14 contains 6570 members 
Mstep: Class 15 contains 4594 members 
Mstep: Class 16 contains 1561 members 
Mstep: Class 17 contains 1881 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 12176 members 
Mstep: Class 22 contains 2192 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 1187 members 
Mstep: Class 27 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28282576.000000 Penalty: 16585.730469
Iteration 59Q: 28 clusters Score -2.828258e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 5742 members 
Mstep: Class 3 contains 11335 members 
Mstep: Class 4 contains 2547 members 
Mstep: Class 5 contains 4055 members 
Mstep: Class 6 contains 23383 members 
Mstep: Class 7 contains 90051 members 
Mstep: Class 8 contains 1258 members 
Mstep: Class 9 contains 4142 members 
Mstep: Class 10 contains 4856 members 
Mstep: Class 11 contains 3569 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 487929 members 
Mstep: Class 14 contains 6576 members 
Mstep: Class 15 contains 4560 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 1866 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 13113 members 
Mstep: Class 21 contains 12178 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 2274 members 
Mstep: Class 25 contains 675 members 
Mstep: Class 26 contains 1199 members 
Mstep: Class 27 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28282648.000000 Penalty: 16585.730469
Iteration 60F: 28 clusters Score -2.828265e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 5761 members 
Mstep: Class 3 contains 11336 members 
Mstep: Class 4 contains 2444 members 
Mstep: Class 5 contains 4097 members 
Mstep: Class 6 contains 23487 members 
Mstep: Class 7 contains 90189 members 
Mstep: Class 8 contains 1292 members 
Mstep: Class 9 contains 4080 members 
Mstep: Class 10 contains 4853 members 
Mstep: Class 11 contains 3568 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 487754 members 
Mstep: Class 14 contains 6580 members 
Mstep: Class 15 contains 4531 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 1837 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 13155 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 479 members 
Mstep: Class 24 contains 2290 members 
Mstep: Class 25 contains 675 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 5842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28282606.000000 Penalty: 16585.730469
Iteration 61Q: 28 clusters Score -2.828261e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 5771 members 
Mstep: Class 3 contains 11338 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 23583 members 
Mstep: Class 7 contains 90313 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 4852 members 
Mstep: Class 11 contains 3567 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 487614 members 
Mstep: Class 14 contains 6576 members 
Mstep: Class 15 contains 4500 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 13206 members 
Mstep: Class 21 contains 12193 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 479 members 
Mstep: Class 24 contains 2308 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 1220 members 
Mstep: Class 27 contains 5842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28282696.000000 Penalty: 16585.730469
Iteration 62Q: 28 clusters Score -2.82827e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 5780 members 
Mstep: Class 3 contains 11337 members 
Mstep: Class 4 contains 2258 members 
Mstep: Class 5 contains 4176 members 
Mstep: Class 6 contains 23676 members 
Mstep: Class 7 contains 90426 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 3960 members 
Mstep: Class 10 contains 4848 members 
Mstep: Class 11 contains 3568 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 487476 members 
Mstep: Class 14 contains 6576 members 
Mstep: Class 15 contains 4471 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 17 contains 1795 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 13241 members 
Mstep: Class 21 contains 12199 members 
Mstep: Class 22 contains 2139 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 675 members 
Mstep: Class 26 contains 1230 members 
Mstep: Class 27 contains 5842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28282864.000000 Penalty: 16585.730469
Iteration 63Q: 28 clusters Score -2.828286e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 5791 members 
Mstep: Class 3 contains 11335 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 4219 members 
Mstep: Class 6 contains 23774 members 
Mstep: Class 7 contains 90560 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 3905 members 
Mstep: Class 10 contains 4851 members 
Mstep: Class 11 contains 3567 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 487328 members 
Mstep: Class 14 contains 6576 members 
Mstep: Class 15 contains 4441 members 
Mstep: Class 16 contains 1572 members 
Mstep: Class 17 contains 1775 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 13273 members 
Mstep: Class 21 contains 12212 members 
Mstep: Class 22 contains 2118 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 5842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28282912.000000 Penalty: 16585.730469
Iteration 64Q: 28 clusters Score -2.828291e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 5797 members 
Mstep: Class 3 contains 11334 members 
Mstep: Class 4 contains 2062 members 
Mstep: Class 5 contains 4269 members 
Mstep: Class 6 contains 23865 members 
Mstep: Class 7 contains 90684 members 
Mstep: Class 8 contains 1367 members 
Mstep: Class 9 contains 3851 members 
Mstep: Class 10 contains 4848 members 
Mstep: Class 11 contains 3570 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 487173 members 
Mstep: Class 14 contains 6578 members 
Mstep: Class 15 contains 4418 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1763 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 13307 members 
Mstep: Class 21 contains 12228 members 
Mstep: Class 22 contains 2097 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 2362 members 
Mstep: Class 25 contains 669 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 5845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28282938.000000 Penalty: 16585.730469
Iteration 65Q: 28 clusters Score -2.828294e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 5804 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 1986 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 6 contains 23970 members 
Mstep: Class 7 contains 90787 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 4845 members 
Mstep: Class 11 contains 3570 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 487006 members 
Mstep: Class 14 contains 6583 members 
Mstep: Class 15 contains 4399 members 
Mstep: Class 16 contains 1583 members 
Mstep: Class 17 contains 1754 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 1026 members 
Mstep: Class 20 contains 13334 members 
Mstep: Class 21 contains 12245 members 
Mstep: Class 22 contains 2074 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 2380 members 
Mstep: Class 25 contains 667 members 
Mstep: Class 26 contains 1252 members 
Mstep: Class 27 contains 5846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28282996.000000 Penalty: 16585.730469
Iteration 66Q: 28 clusters Score -2.8283e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 4331 members 
Mstep: Class 6 contains 24059 members 
Mstep: Class 7 contains 90866 members 
Mstep: Class 8 contains 1411 members 
Mstep: Class 9 contains 3773 members 
Mstep: Class 10 contains 4848 members 
Mstep: Class 11 contains 3572 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 486853 members 
Mstep: Class 14 contains 6588 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 1587 members 
Mstep: Class 17 contains 1740 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 1030 members 
Mstep: Class 20 contains 13367 members 
Mstep: Class 21 contains 12259 members 
Mstep: Class 22 contains 2048 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 2401 members 
Mstep: Class 25 contains 669 members 
Mstep: Class 26 contains 1255 members 
Mstep: Class 27 contains 5845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28283026.000000 Penalty: 16585.730469
Iteration 67Q: 28 clusters Score -2.828303e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 5826 members 
Mstep: Class 3 contains 11320 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 4366 members 
Mstep: Class 6 contains 24156 members 
Mstep: Class 7 contains 90951 members 
Mstep: Class 8 contains 1427 members 
Mstep: Class 9 contains 3732 members 
Mstep: Class 10 contains 4847 members 
Mstep: Class 11 contains 3572 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 486708 members 
Mstep: Class 14 contains 6587 members 
Mstep: Class 15 contains 4344 members 
Mstep: Class 16 contains 1590 members 
Mstep: Class 17 contains 1729 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 1033 members 
Mstep: Class 20 contains 13392 members 
Mstep: Class 21 contains 12273 members 
Mstep: Class 22 contains 2033 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 2415 members 
Mstep: Class 25 contains 669 members 
Mstep: Class 26 contains 1258 members 
Mstep: Class 27 contains 5843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28283084.000000 Penalty: 16585.730469
Iteration 68Q: 28 clusters Score -2.828308e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 5837 members 
Mstep: Class 3 contains 11311 members 
Mstep: Class 4 contains 1826 members 
Mstep: Class 5 contains 4403 members 
Mstep: Class 6 contains 24256 members 
Mstep: Class 7 contains 91011 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 4847 members 
Mstep: Class 11 contains 3573 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 486554 members 
Mstep: Class 14 contains 6584 members 
Mstep: Class 15 contains 4324 members 
Mstep: Class 16 contains 1593 members 
Mstep: Class 17 contains 1705 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 1034 members 
Mstep: Class 20 contains 13425 members 
Mstep: Class 21 contains 12277 members 
Mstep: Class 22 contains 2024 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 2436 members 
Mstep: Class 25 contains 668 members 
Mstep: Class 26 contains 1259 members 
Mstep: Class 27 contains 5838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28283146.000000 Penalty: 16585.730469
Iteration 69Q: 28 clusters Score -2.828315e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 5842 members 
Mstep: Class 3 contains 11310 members 
Mstep: Class 4 contains 1778 members 
Mstep: Class 5 contains 4445 members 
Mstep: Class 6 contains 24363 members 
Mstep: Class 7 contains 91065 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 3679 members 
Mstep: Class 10 contains 4843 members 
Mstep: Class 11 contains 3575 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 486391 members 
Mstep: Class 14 contains 6582 members 
Mstep: Class 15 contains 4304 members 
Mstep: Class 16 contains 1595 members 
Mstep: Class 17 contains 1678 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 1037 members 
Mstep: Class 20 contains 13461 members 
Mstep: Class 21 contains 12287 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 2453 members 
Mstep: Class 25 contains 665 members 
Mstep: Class 26 contains 1260 members 
Mstep: Class 27 contains 5832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28283206.000000 Penalty: 16585.730469
Iteration 70Q: 28 clusters Score -2.828321e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 5850 members 
Mstep: Class 3 contains 11309 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 4476 members 
Mstep: Class 6 contains 24470 members 
Mstep: Class 7 contains 91107 members 
Mstep: Class 8 contains 1547 members 
Mstep: Class 9 contains 3652 members 
Mstep: Class 10 contains 4843 members 
Mstep: Class 11 contains 3578 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 486232 members 
Mstep: Class 14 contains 6584 members 
Mstep: Class 15 contains 4286 members 
Mstep: Class 16 contains 1595 members 
Mstep: Class 17 contains 1646 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 1038 members 
Mstep: Class 20 contains 13488 members 
Mstep: Class 21 contains 12303 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 665 members 
Mstep: Class 26 contains 1262 members 
Mstep: Class 27 contains 5827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28283242.000000 Penalty: 16585.730469
Iteration 71Q: 28 clusters Score -2.828324e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 5855 members 
Mstep: Class 3 contains 11309 members 
Mstep: Class 4 contains 1684 members 
Mstep: Class 5 contains 4513 members 
Mstep: Class 6 contains 24579 members 
Mstep: Class 7 contains 91156 members 
Mstep: Class 8 contains 1609 members 
Mstep: Class 9 contains 3623 members 
Mstep: Class 10 contains 4840 members 
Mstep: Class 11 contains 3578 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 486098 members 
Mstep: Class 14 contains 6581 members 
Mstep: Class 15 contains 4244 members 
Mstep: Class 16 contains 1595 members 
Mstep: Class 17 contains 1611 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 1037 members 
Mstep: Class 20 contains 13508 members 
Mstep: Class 21 contains 12318 members 
Mstep: Class 22 contains 2021 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 2467 members 
Mstep: Class 25 contains 669 members 
Mstep: Class 26 contains 1262 members 
Mstep: Class 27 contains 5823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28283306.000000 Penalty: 16585.730469
Iteration 72Q: 28 clusters Score -2.828331e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 5861 members 
Mstep: Class 3 contains 11310 members 
Mstep: Class 4 contains 1640 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 6 contains 24694 members 
Mstep: Class 7 contains 91194 members 
Mstep: Class 8 contains 1668 members 
Mstep: Class 9 contains 3606 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 3576 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 485949 members 
Mstep: Class 14 contains 6582 members 
Mstep: Class 15 contains 4211 members 
Mstep: Class 16 contains 1595 members 
Mstep: Class 17 contains 1572 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 1040 members 
Mstep: Class 20 contains 13528 members 
Mstep: Class 21 contains 12325 members 
Mstep: Class 22 contains 2021 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 672 members 
Mstep: Class 26 contains 1262 members 
Mstep: Class 27 contains 5819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28283328.000000 Penalty: 16585.730469
Iteration 73Q: 28 clusters Score -2.828333e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 5862 members 
Mstep: Class 3 contains 11309 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 4586 members 
Mstep: Class 6 contains 24797 members 
Mstep: Class 7 contains 91217 members 
Mstep: Class 8 contains 1717 members 
Mstep: Class 9 contains 3597 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 3576 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 485825 members 
Mstep: Class 14 contains 6584 members 
Mstep: Class 15 contains 4179 members 
Mstep: Class 16 contains 1595 members 
Mstep: Class 17 contains 1540 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 1040 members 
Mstep: Class 20 contains 13548 members 
Mstep: Class 21 contains 12334 members 
Mstep: Class 22 contains 2019 members 
Mstep: Class 23 contains 482 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 1263 members 
Mstep: Class 27 contains 5816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28283388.000000 Penalty: 16585.730469
Iteration 74Q: 28 clusters Score -2.828339e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 5869 members 
Mstep: Class 3 contains 11309 members 
Mstep: Class 4 contains 1552 members 
Mstep: Class 5 contains 4613 members 
Mstep: Class 6 contains 24898 members 
Mstep: Class 7 contains 91240 members 
Mstep: Class 8 contains 1752 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 4839 members 
Mstep: Class 11 contains 3578 members 
Mstep: Class 12 contains 3243 members 
Mstep: Class 13 contains 485699 members 
Mstep: Class 14 contains 6584 members 
Mstep: Class 15 contains 4148 members 
Mstep: Class 16 contains 1597 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 1043 members 
Mstep: Class 20 contains 13568 members 
Mstep: Class 21 contains 12344 members 
Mstep: Class 22 contains 2018 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 2495 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 1264 members 
Mstep: Class 27 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28283516.000000 Penalty: 16585.730469
Iteration 75Q: 28 clusters Score -2.828352e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 5877 members 
Mstep: Class 3 contains 11311 members 
Mstep: Class 4 contains 1501 members 
Mstep: Class 5 contains 4633 members 
Mstep: Class 6 contains 24995 members 
Mstep: Class 7 contains 91267 members 
Mstep: Class 8 contains 1763 members 
Mstep: Class 9 contains 3570 members 
Mstep: Class 10 contains 4842 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 3243 members 
Mstep: Class 13 contains 485584 members 
Mstep: Class 14 contains 6580 members 
Mstep: Class 15 contains 4130 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 1045 members 
Mstep: Class 20 contains 13586 members 
Mstep: Class 21 contains 12354 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 2503 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 5806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28283578.000000 Penalty: 16585.730469
Iteration 76Q: 28 clusters Score -2.828358e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 5889 members 
Mstep: Class 3 contains 11311 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 4664 members 
Mstep: Class 6 contains 25091 members 
Mstep: Class 7 contains 91308 members 
Mstep: Class 8 contains 1774 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 4840 members 
Mstep: Class 11 contains 3584 members 
Mstep: Class 12 contains 3242 members 
Mstep: Class 13 contains 485436 members 
Mstep: Class 14 contains 6578 members 
Mstep: Class 15 contains 4126 members 
Mstep: Class 16 contains 1604 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 1046 members 
Mstep: Class 20 contains 13607 members 
Mstep: Class 21 contains 12355 members 
Mstep: Class 22 contains 2013 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 2513 members 
Mstep: Class 25 contains 683 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 5799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28283684.000000 Penalty: 16585.730469
Iteration 77Q: 28 clusters Score -2.828368e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 11313 members 
Mstep: Class 4 contains 1401 members 
Mstep: Class 5 contains 4698 members 
Mstep: Class 6 contains 25196 members 
Mstep: Class 7 contains 91326 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 3551 members 
Mstep: Class 10 contains 4836 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3242 members 
Mstep: Class 13 contains 485280 members 
Mstep: Class 14 contains 6576 members 
Mstep: Class 15 contains 4127 members 
Mstep: Class 16 contains 1605 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 1040 members 
Mstep: Class 20 contains 13631 members 
Mstep: Class 21 contains 12357 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 687 members 
Mstep: Class 26 contains 1270 members 
Mstep: Class 27 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28283756.000000 Penalty: 16585.730469
Iteration 78Q: 28 clusters Score -2.828376e+07 nChanged 516
Entering ConstructFrom: 
Score: -28283756.000000 Penalty: 16585.730469
Entering ConstructFrom: 
Trying to split cluster 1 (32484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Entering Unmasked Estep 
Score: -1227119.250000 Penalty: 472.676880
	Iteration 0F: 2 clusters Score -1227119 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 16256 members 
Entering Unmasked Estep 
Score: -1205402.250000 Penalty: 945.353760
	Iteration 0F: 3 clusters Score -1205402 nChanged 15629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -1216951.375000 Penalty: 945.353760
	Iteration 1F: 3 clusters Score -1216951 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -1219870.875000 Penalty: 945.353760
	Iteration 2F: 3 clusters Score -1219871 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -1222366.500000 Penalty: 945.353760
	Iteration 3F: 3 clusters Score -1222366 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -1223794.500000 Penalty: 945.353760
	Iteration 4F: 3 clusters Score -1223794 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -1224547.000000 Penalty: 945.353760
	Iteration 5Q: 3 clusters Score -1224547 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -1225000.250000 Penalty: 945.353760
	Iteration 6Q: 3 clusters Score -1225000 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -1225369.625000 Penalty: 945.353760
	Iteration 7Q: 3 clusters Score -1225370 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -1225738.750000 Penalty: 945.353760
	Iteration 8Q: 3 clusters Score -1225739 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -1226103.250000 Penalty: 945.353760
	Iteration 9Q: 3 clusters Score -1226103 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -1226451.000000 Penalty: 945.353760
	Iteration 10Q: 3 clusters Score -1226451 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -1226793.750000 Penalty: 945.353760
	Iteration 11Q: 3 clusters Score -1226794 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -1227087.125000 Penalty: 945.353760
	Iteration 12Q: 3 clusters Score -1227087 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -1227339.875000 Penalty: 945.353760
	Iteration 13Q: 3 clusters Score -1227340 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -1227572.375000 Penalty: 945.353760
	Iteration 14Q: 3 clusters Score -1227572 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -1227773.125000 Penalty: 945.353760
	Iteration 15Q: 3 clusters Score -1227773 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -1227910.625000 Penalty: 945.353760
	Iteration 16Q: 3 clusters Score -1227911 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -1227987.250000 Penalty: 945.353760
	Iteration 17Q: 3 clusters Score -1227987 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -1228044.125000 Penalty: 945.353760
	Iteration 18Q: 3 clusters Score -1228044 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -1228070.125000 Penalty: 945.353760
	Iteration 19Q: 3 clusters Score -1228070 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -1228096.375000 Penalty: 945.353760
	Iteration 20F: 3 clusters Score -1228096 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -1228111.625000 Penalty: 945.353760
	Iteration 21Q: 3 clusters Score -1228112 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -1228120.375000 Penalty: 945.353760
	Iteration 22Q: 3 clusters Score -1228120 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -1228124.000000 Penalty: 945.353760
	Iteration 23Q: 3 clusters Score -1228124 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -1228129.875000 Penalty: 945.353760
	Iteration 24Q: 3 clusters Score -1228130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -1228133.125000 Penalty: 945.353760
	Iteration 25Q: 3 clusters Score -1228133 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -1228138.625000 Penalty: 945.353760
	Iteration 26Q: 3 clusters Score -1228139 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -1228142.500000 Penalty: 945.353760
	Iteration 27Q: 3 clusters Score -1228142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -1228144.625000 Penalty: 945.353760
	Iteration 28Q: 3 clusters Score -1228145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -1228148.875000 Penalty: 945.353760
	Iteration 29Q: 3 clusters Score -1228149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -1228150.625000 Penalty: 945.353760
	Iteration 30Q: 3 clusters Score -1228151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -1228150.375000 Penalty: 945.353760
	Iteration 31Q: 3 clusters Score -1228150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -1228151.625000 Penalty: 945.353760
	Iteration 32Q: 3 clusters Score -1228152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -1228149.750000 Penalty: 945.353760
	Iteration 33Q: 3 clusters Score -1228150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -1228153.250000 Penalty: 945.353760
	Iteration 34Q: 3 clusters Score -1228153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -1228155.125000 Penalty: 945.353760
	Iteration 35Q: 3 clusters Score -1228155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -1228154.250000 Penalty: 945.353760
	Iteration 36Q: 3 clusters Score -1228154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -1228155.625000 Penalty: 945.353760
	Iteration 37Q: 3 clusters Score -1228156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -1228158.875000 Penalty: 945.353760
	Iteration 38Q: 3 clusters Score -1228159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -1228158.875000 Penalty: 945.353760
	Iteration 39Q: 3 clusters Score -1228159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -1228159.000000 Penalty: 945.353760
	Iteration 40F: 3 clusters Score -1228159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -1228161.500000 Penalty: 945.353760
	Iteration 41Q: 3 clusters Score -1228162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -1228160.500000 Penalty: 945.353760
	Iteration 42Q: 3 clusters Score -1228160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -1228161.125000 Penalty: 945.353760
	Iteration 43Q: 3 clusters Score -1228161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -1228159.500000 Penalty: 945.353760
	Iteration 44Q: 3 clusters Score -1228160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -1228159.625000 Penalty: 945.353760
	Iteration 45Q: 3 clusters Score -1228160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -1228160.625000 Penalty: 945.353760
	Iteration 46Q: 3 clusters Score -1228161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -1228161.000000 Penalty: 945.353760
	Iteration 47Q: 3 clusters Score -1228161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -1228161.750000 Penalty: 945.353760
	Iteration 48Q: 3 clusters Score -1228162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -1228160.000000 Penalty: 945.353760
	Iteration 49Q: 3 clusters Score -1228160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -1228158.875000 Penalty: 945.353760
	Iteration 50Q: 3 clusters Score -1228159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -1228160.125000 Penalty: 945.353760
	Iteration 51Q: 3 clusters Score -1228160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -1228162.125000 Penalty: 945.353760
	Iteration 52Q: 3 clusters Score -1228162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -1228160.375000 Penalty: 945.353760
	Iteration 53Q: 3 clusters Score -1228160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -1228160.875000 Penalty: 945.353760
	Iteration 54Q: 3 clusters Score -1228161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -1228161.125000 Penalty: 945.353760
	Iteration 55Q: 3 clusters Score -1228161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -1228159.875000 Penalty: 945.353760
	Iteration 56Q: 3 clusters Score -1228160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -1228161.125000 Penalty: 945.353760
	Iteration 57Q: 3 clusters Score -1228161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -1228162.750000 Penalty: 945.353760
	Iteration 58Q: 3 clusters Score -1228163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -1228163.000000 Penalty: 945.353760
	Iteration 59Q: 3 clusters Score -1228163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -1228163.750000 Penalty: 945.353760
	Iteration 60F: 3 clusters Score -1228164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -1228162.625000 Penalty: 945.353760
	Iteration 61Q: 3 clusters Score -1228163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -1228161.875000 Penalty: 945.353760
	Iteration 62Q: 3 clusters Score -1228162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -1228163.125000 Penalty: 945.353760
	Iteration 63Q: 3 clusters Score -1228163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -1228163.125000 Penalty: 945.353760
	Iteration 64F: 3 clusters Score -1228163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 3 contains 11310 members 
Mstep: Class 4 contains 1338 members 
Mstep: Class 5 contains 4729 members 
Mstep: Class 6 contains 25299 members 
Mstep: Class 7 contains 91383 members 
Mstep: Class 8 contains 1789 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 3242 members 
Mstep: Class 13 contains 485122 members 
Mstep: Class 14 contains 6573 members 
Mstep: Class 15 contains 4133 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 12367 members 
Mstep: Class 22 contains 2004 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 2533 members 
Mstep: Class 25 contains 687 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 5789 members 
Mstep: Class 28 contains 29062 members 
Entering Unmasked Estep 
Score: -28284626.000000 Penalty: 17200.017578
Splitting cluster 1 changes total score from -28283756.000000 to -28284626.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 2 (5917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Entering Unmasked Estep 
Score: -231414.437500 Penalty: 395.194122
	Iteration 0F: 2 clusters Score -231414.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -227443.718750 Penalty: 790.388245
	Iteration 0F: 3 clusters Score -227443.7 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -229478.781250 Penalty: 790.388245
	Iteration 1F: 3 clusters Score -229478.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -229833.265625 Penalty: 790.388245
	Iteration 2F: 3 clusters Score -229833.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -230169.640625 Penalty: 790.388245
	Iteration 3F: 3 clusters Score -230169.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -230411.421875 Penalty: 790.388245
	Iteration 4F: 3 clusters Score -230411.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -230539.484375 Penalty: 790.388245
	Iteration 5Q: 3 clusters Score -230539.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -230603.718750 Penalty: 790.388245
	Iteration 6Q: 3 clusters Score -230603.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -230632.859375 Penalty: 790.388245
	Iteration 7Q: 3 clusters Score -230632.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -230658.156250 Penalty: 790.388245
	Iteration 8Q: 3 clusters Score -230658.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -230675.703125 Penalty: 790.388245
	Iteration 9Q: 3 clusters Score -230675.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -230690.156250 Penalty: 790.388245
	Iteration 10Q: 3 clusters Score -230690.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -230705.312500 Penalty: 790.388245
	Iteration 11Q: 3 clusters Score -230705.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -230721.562500 Penalty: 790.388245
	Iteration 12Q: 3 clusters Score -230721.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -230733.078125 Penalty: 790.388245
	Iteration 13Q: 3 clusters Score -230733.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -230751.218750 Penalty: 790.388245
	Iteration 14Q: 3 clusters Score -230751.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -230772.406250 Penalty: 790.388245
	Iteration 15Q: 3 clusters Score -230772.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -230803.265625 Penalty: 790.388245
	Iteration 16Q: 3 clusters Score -230803.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -230833.453125 Penalty: 790.388245
	Iteration 17Q: 3 clusters Score -230833.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -230862.625000 Penalty: 790.388245
	Iteration 18Q: 3 clusters Score -230862.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -230892.312500 Penalty: 790.388245
	Iteration 19Q: 3 clusters Score -230892.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -230922.843750 Penalty: 790.388245
	Iteration 20F: 3 clusters Score -230922.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -230951.796875 Penalty: 790.388245
	Iteration 21Q: 3 clusters Score -230951.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -230979.000000 Penalty: 790.388245
	Iteration 22Q: 3 clusters Score -230979 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -231006.765625 Penalty: 790.388245
	Iteration 23Q: 3 clusters Score -231006.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -231041.843750 Penalty: 790.388245
	Iteration 24Q: 3 clusters Score -231041.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -231070.750000 Penalty: 790.388245
	Iteration 25Q: 3 clusters Score -231070.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -231095.328125 Penalty: 790.388245
	Iteration 26Q: 3 clusters Score -231095.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -231120.968750 Penalty: 790.388245
	Iteration 27Q: 3 clusters Score -231121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -231141.796875 Penalty: 790.388245
	Iteration 28Q: 3 clusters Score -231141.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -231165.609375 Penalty: 790.388245
	Iteration 29Q: 3 clusters Score -231165.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -231192.062500 Penalty: 790.388245
	Iteration 30Q: 3 clusters Score -231192.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -231210.562500 Penalty: 790.388245
	Iteration 31Q: 3 clusters Score -231210.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -231232.656250 Penalty: 790.388245
	Iteration 32Q: 3 clusters Score -231232.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -231244.718750 Penalty: 790.388245
	Iteration 33Q: 3 clusters Score -231244.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -231252.703125 Penalty: 790.388245
	Iteration 34Q: 3 clusters Score -231252.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -231262.718750 Penalty: 790.388245
	Iteration 35Q: 3 clusters Score -231262.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -231270.968750 Penalty: 790.388245
	Iteration 36Q: 3 clusters Score -231271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -231274.187500 Penalty: 790.388245
	Iteration 37Q: 3 clusters Score -231274.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -231277.640625 Penalty: 790.388245
	Iteration 38Q: 3 clusters Score -231277.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -231280.093750 Penalty: 790.388245
	Iteration 39Q: 3 clusters Score -231280.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -231281.765625 Penalty: 790.388245
	Iteration 40F: 3 clusters Score -231281.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -231282.968750 Penalty: 790.388245
	Iteration 41Q: 3 clusters Score -231283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -231284.156250 Penalty: 790.388245
	Iteration 42Q: 3 clusters Score -231284.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -231285.609375 Penalty: 790.388245
	Iteration 43Q: 3 clusters Score -231285.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -231287.656250 Penalty: 790.388245
	Iteration 44Q: 3 clusters Score -231287.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -231288.890625 Penalty: 790.388245
	Iteration 45Q: 3 clusters Score -231288.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -231290.078125 Penalty: 790.388245
	Iteration 46Q: 3 clusters Score -231290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -231291.484375 Penalty: 790.388245
	Iteration 47Q: 3 clusters Score -231291.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -231292.140625 Penalty: 790.388245
	Iteration 48Q: 3 clusters Score -231292.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -231292.484375 Penalty: 790.388245
	Iteration 49Q: 3 clusters Score -231292.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -231292.484375 Penalty: 790.388245
	Iteration 50F: 3 clusters Score -231292.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Entering Unmasked Estep 
Score: -435527.937500 Penalty: 424.671631
	Iteration 0F: 2 clusters Score -435527.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -427982.718750 Penalty: 849.343262
	Iteration 0F: 3 clusters Score -427982.7 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -431340.375000 Penalty: 849.343262
	Iteration 1F: 3 clusters Score -431340.4 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -432109.531250 Penalty: 849.343262
	Iteration 2F: 3 clusters Score -432109.5 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -433112.906250 Penalty: 849.343262
	Iteration 3F: 3 clusters Score -433112.9 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -434026.406250 Penalty: 849.343262
	Iteration 4F: 3 clusters Score -434026.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -434687.593750 Penalty: 849.343262
	Iteration 5F: 3 clusters Score -434687.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -435011.812500 Penalty: 849.343262
	Iteration 6Q: 3 clusters Score -435011.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -435207.375000 Penalty: 849.343262
	Iteration 7Q: 3 clusters Score -435207.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -435288.343750 Penalty: 849.343262
	Iteration 8Q: 3 clusters Score -435288.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -435342.875000 Penalty: 849.343262
	Iteration 9Q: 3 clusters Score -435342.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -435389.281250 Penalty: 849.343262
	Iteration 10Q: 3 clusters Score -435389.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -435421.781250 Penalty: 849.343262
	Iteration 11Q: 3 clusters Score -435421.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -435446.593750 Penalty: 849.343262
	Iteration 12Q: 3 clusters Score -435446.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -435464.218750 Penalty: 849.343262
	Iteration 13Q: 3 clusters Score -435464.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -435478.843750 Penalty: 849.343262
	Iteration 14Q: 3 clusters Score -435478.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -435489.875000 Penalty: 849.343262
	Iteration 15Q: 3 clusters Score -435489.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -435494.812500 Penalty: 849.343262
	Iteration 16Q: 3 clusters Score -435494.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -435498.937500 Penalty: 849.343262
	Iteration 17Q: 3 clusters Score -435498.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -435501.906250 Penalty: 849.343262
	Iteration 18Q: 3 clusters Score -435501.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -435504.281250 Penalty: 849.343262
	Iteration 19Q: 3 clusters Score -435504.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -435504.781250 Penalty: 849.343262
	Iteration 20F: 3 clusters Score -435504.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -435506.500000 Penalty: 849.343262
	Iteration 21Q: 3 clusters Score -435506.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -435507.093750 Penalty: 849.343262
	Iteration 22Q: 3 clusters Score -435507.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -435507.656250 Penalty: 849.343262
	Iteration 23Q: 3 clusters Score -435507.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -435507.281250 Penalty: 849.343262
	Iteration 24Q: 3 clusters Score -435507.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -435508.875000 Penalty: 849.343262
	Iteration 25Q: 3 clusters Score -435508.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -435508.906250 Penalty: 849.343262
	Iteration 26Q: 3 clusters Score -435508.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -435508.125000 Penalty: 849.343262
	Iteration 27Q: 3 clusters Score -435508.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -435509.218750 Penalty: 849.343262
	Iteration 28Q: 3 clusters Score -435509.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -435509.312500 Penalty: 849.343262
	Iteration 29Q: 3 clusters Score -435509.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -435510.125000 Penalty: 849.343262
	Iteration 30Q: 3 clusters Score -435510.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -435510.812500 Penalty: 849.343262
	Iteration 31Q: 3 clusters Score -435510.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -435513.437500 Penalty: 849.343262
	Iteration 32Q: 3 clusters Score -435513.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -435514.812500 Penalty: 849.343262
	Iteration 33Q: 3 clusters Score -435514.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -435517.906250 Penalty: 849.343262
	Iteration 34Q: 3 clusters Score -435517.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -435520.562500 Penalty: 849.343262
	Iteration 35Q: 3 clusters Score -435520.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -435523.281250 Penalty: 849.343262
	Iteration 36Q: 3 clusters Score -435523.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -435526.062500 Penalty: 849.343262
	Iteration 37Q: 3 clusters Score -435526.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -435528.468750 Penalty: 849.343262
	Iteration 38Q: 3 clusters Score -435528.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -435531.000000 Penalty: 849.343262
	Iteration 39Q: 3 clusters Score -435531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -435536.812500 Penalty: 849.343262
	Iteration 40F: 3 clusters Score -435536.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -435540.656250 Penalty: 849.343262
	Iteration 41Q: 3 clusters Score -435540.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -435545.093750 Penalty: 849.343262
	Iteration 42Q: 3 clusters Score -435545.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -435552.500000 Penalty: 849.343262
	Iteration 43Q: 3 clusters Score -435552.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -435557.687500 Penalty: 849.343262
	Iteration 44Q: 3 clusters Score -435557.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -435562.187500 Penalty: 849.343262
	Iteration 45Q: 3 clusters Score -435562.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -435566.593750 Penalty: 849.343262
	Iteration 46Q: 3 clusters Score -435566.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -435567.781250 Penalty: 849.343262
	Iteration 47Q: 3 clusters Score -435567.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -435571.500000 Penalty: 849.343262
	Iteration 48Q: 3 clusters Score -435571.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -435572.406250 Penalty: 849.343262
	Iteration 49Q: 3 clusters Score -435572.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -435572.406250 Penalty: 849.343262
	Iteration 50Q: 3 clusters Score -435572.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -435573.562500 Penalty: 849.343262
	Iteration 51Q: 3 clusters Score -435573.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -435574.312500 Penalty: 849.343262
	Iteration 52Q: 3 clusters Score -435574.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -435574.687500 Penalty: 849.343262
	Iteration 53Q: 3 clusters Score -435574.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -435575.875000 Penalty: 849.343262
	Iteration 54Q: 3 clusters Score -435575.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -435576.937500 Penalty: 849.343262
	Iteration 55Q: 3 clusters Score -435576.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -435577.156250 Penalty: 849.343262
	Iteration 56Q: 3 clusters Score -435577.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -435576.687500 Penalty: 849.343262
	Iteration 57Q: 3 clusters Score -435576.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -435576.437500 Penalty: 849.343262
	Iteration 58Q: 3 clusters Score -435576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -435576.812500 Penalty: 849.343262
	Iteration 59Q: 3 clusters Score -435576.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -435577.781250 Penalty: 849.343262
	Iteration 60F: 3 clusters Score -435577.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -435578.281250 Penalty: 849.343262
	Iteration 61Q: 3 clusters Score -435578.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -435579.156250 Penalty: 849.343262
	Iteration 62Q: 3 clusters Score -435579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -435578.687500 Penalty: 849.343262
	Iteration 63Q: 3 clusters Score -435578.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -435578.593750 Penalty: 849.343262
	Iteration 64Q: 3 clusters Score -435578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -435578.656250 Penalty: 849.343262
	Iteration 65Q: 3 clusters Score -435578.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -435578.625000 Penalty: 849.343262
	Iteration 66Q: 3 clusters Score -435578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -435579.437500 Penalty: 849.343262
	Iteration 67Q: 3 clusters Score -435579.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -435578.781250 Penalty: 849.343262
	Iteration 68Q: 3 clusters Score -435578.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -435579.093750 Penalty: 849.343262
	Iteration 69Q: 3 clusters Score -435579.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -435579.125000 Penalty: 849.343262
	Iteration 70Q: 3 clusters Score -435579.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -435579.125000 Penalty: 849.343262
	Iteration 71F: 3 clusters Score -435579.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 3 contains 9616 members 
Mstep: Class 4 contains 1338 members 
Mstep: Class 5 contains 4729 members 
Mstep: Class 6 contains 25299 members 
Mstep: Class 7 contains 91383 members 
Mstep: Class 8 contains 1789 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 3242 members 
Mstep: Class 13 contains 485122 members 
Mstep: Class 14 contains 6573 members 
Mstep: Class 15 contains 4133 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 12367 members 
Mstep: Class 22 contains 2004 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 2533 members 
Mstep: Class 25 contains 687 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 5789 members 
Mstep: Class 28 contains 29062 members 
Mstep: Class 29 contains 1694 members 
Entering Unmasked Estep 
Score: -28284484.000000 Penalty: 17814.302734
Splitting cluster 3 changes total score from -28283756.000000 to -28284484.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 4 (1338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Entering Unmasked Estep 
Score: -59380.324219 Penalty: 327.551361
	Iteration 0F: 2 clusters Score -59380.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -58367.277344 Penalty: 655.102722
	Iteration 0F: 3 clusters Score -58367.28 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -58682.398438 Penalty: 655.102722
	Iteration 1F: 3 clusters Score -58682.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -58759.031250 Penalty: 655.102722
	Iteration 2F: 3 clusters Score -58759.03 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -58799.902344 Penalty: 655.102722
	Iteration 3F: 3 clusters Score -58799.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -58830.601562 Penalty: 655.102722
	Iteration 4Q: 3 clusters Score -58830.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -58848.613281 Penalty: 655.102722
	Iteration 5Q: 3 clusters Score -58848.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -58861.484375 Penalty: 655.102722
	Iteration 6Q: 3 clusters Score -58861.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -58877.980469 Penalty: 655.102722
	Iteration 7Q: 3 clusters Score -58877.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -58895.433594 Penalty: 655.102722
	Iteration 8Q: 3 clusters Score -58895.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -58910.996094 Penalty: 655.102722
	Iteration 9Q: 3 clusters Score -58911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -58925.847656 Penalty: 655.102722
	Iteration 10Q: 3 clusters Score -58925.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -58939.218750 Penalty: 655.102722
	Iteration 11Q: 3 clusters Score -58939.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -58958.492188 Penalty: 655.102722
	Iteration 12Q: 3 clusters Score -58958.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -58980.765625 Penalty: 655.102722
	Iteration 13Q: 3 clusters Score -58980.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -59002.730469 Penalty: 655.102722
	Iteration 14Q: 3 clusters Score -59002.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -59011.242188 Penalty: 655.102722
	Iteration 15Q: 3 clusters Score -59011.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -59016.984375 Penalty: 655.102722
	Iteration 16Q: 3 clusters Score -59016.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -59021.847656 Penalty: 655.102722
	Iteration 17Q: 3 clusters Score -59021.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -59027.500000 Penalty: 655.102722
	Iteration 18Q: 3 clusters Score -59027.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -59032.953125 Penalty: 655.102722
	Iteration 19Q: 3 clusters Score -59032.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -59036.875000 Penalty: 655.102722
	Iteration 20F: 3 clusters Score -59036.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -59038.605469 Penalty: 655.102722
	Iteration 21Q: 3 clusters Score -59038.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -59040.328125 Penalty: 655.102722
	Iteration 22Q: 3 clusters Score -59040.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -59042.156250 Penalty: 655.102722
	Iteration 23Q: 3 clusters Score -59042.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -59044.003906 Penalty: 655.102722
	Iteration 24Q: 3 clusters Score -59044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -59045.746094 Penalty: 655.102722
	Iteration 25Q: 3 clusters Score -59045.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -59048.019531 Penalty: 655.102722
	Iteration 26Q: 3 clusters Score -59048.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -59049.562500 Penalty: 655.102722
	Iteration 27Q: 3 clusters Score -59049.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -59050.218750 Penalty: 655.102722
	Iteration 28Q: 3 clusters Score -59050.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -59050.632812 Penalty: 655.102722
	Iteration 29Q: 3 clusters Score -59050.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -59051.773438 Penalty: 655.102722
	Iteration 30Q: 3 clusters Score -59051.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -59054.160156 Penalty: 655.102722
	Iteration 31Q: 3 clusters Score -59054.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -59056.207031 Penalty: 655.102722
	Iteration 32Q: 3 clusters Score -59056.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -59056.562500 Penalty: 655.102722
	Iteration 33Q: 3 clusters Score -59056.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -59056.562500 Penalty: 655.102722
	Iteration 34F: 3 clusters Score -59056.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Entering Unmasked Estep 
Score: -192534.859375 Penalty: 384.996826
	Iteration 0F: 2 clusters Score -192534.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -189298.859375 Penalty: 769.993652
	Iteration 0F: 3 clusters Score -189298.9 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -190694.984375 Penalty: 769.993652
	Iteration 1F: 3 clusters Score -190695 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -191051.437500 Penalty: 769.993652
	Iteration 2F: 3 clusters Score -191051.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -191492.718750 Penalty: 769.993652
	Iteration 3F: 3 clusters Score -191492.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -191873.156250 Penalty: 769.993652
	Iteration 4F: 3 clusters Score -191873.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -192189.078125 Penalty: 769.993652
	Iteration 5Q: 3 clusters Score -192189.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -192380.984375 Penalty: 769.993652
	Iteration 6Q: 3 clusters Score -192381 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -192443.359375 Penalty: 769.993652
	Iteration 7Q: 3 clusters Score -192443.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -192471.406250 Penalty: 769.993652
	Iteration 8Q: 3 clusters Score -192471.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -192477.359375 Penalty: 769.993652
	Iteration 9Q: 3 clusters Score -192477.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -192481.453125 Penalty: 769.993652
	Iteration 10Q: 3 clusters Score -192481.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -192484.593750 Penalty: 769.993652
	Iteration 11Q: 3 clusters Score -192484.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -192490.234375 Penalty: 769.993652
	Iteration 12Q: 3 clusters Score -192490.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -192494.890625 Penalty: 769.993652
	Iteration 13Q: 3 clusters Score -192494.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -192500.250000 Penalty: 769.993652
	Iteration 14Q: 3 clusters Score -192500.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -192503.437500 Penalty: 769.993652
	Iteration 15Q: 3 clusters Score -192503.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -192506.359375 Penalty: 769.993652
	Iteration 16Q: 3 clusters Score -192506.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -192508.781250 Penalty: 769.993652
	Iteration 17Q: 3 clusters Score -192508.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -192510.281250 Penalty: 769.993652
	Iteration 18Q: 3 clusters Score -192510.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -192515.625000 Penalty: 769.993652
	Iteration 19Q: 3 clusters Score -192515.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -192520.109375 Penalty: 769.993652
	Iteration 20F: 3 clusters Score -192520.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -192526.609375 Penalty: 769.993652
	Iteration 21Q: 3 clusters Score -192526.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -192532.093750 Penalty: 769.993652
	Iteration 22Q: 3 clusters Score -192532.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -192539.500000 Penalty: 769.993652
	Iteration 23Q: 3 clusters Score -192539.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -192544.046875 Penalty: 769.993652
	Iteration 24Q: 3 clusters Score -192544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -192549.359375 Penalty: 769.993652
	Iteration 25Q: 3 clusters Score -192549.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -192552.578125 Penalty: 769.993652
	Iteration 26Q: 3 clusters Score -192552.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -192554.781250 Penalty: 769.993652
	Iteration 27Q: 3 clusters Score -192554.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -192555.937500 Penalty: 769.993652
	Iteration 28Q: 3 clusters Score -192555.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -192558.484375 Penalty: 769.993652
	Iteration 29Q: 3 clusters Score -192558.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -192559.093750 Penalty: 769.993652
	Iteration 30Q: 3 clusters Score -192559.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -192561.171875 Penalty: 769.993652
	Iteration 31Q: 3 clusters Score -192561.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -192564.562500 Penalty: 769.993652
	Iteration 32Q: 3 clusters Score -192564.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -192566.453125 Penalty: 769.993652
	Iteration 33Q: 3 clusters Score -192566.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -192567.984375 Penalty: 769.993652
	Iteration 34Q: 3 clusters Score -192568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -192568.312500 Penalty: 769.993652
	Iteration 35Q: 3 clusters Score -192568.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -192568.656250 Penalty: 769.993652
	Iteration 36Q: 3 clusters Score -192568.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -192569.796875 Penalty: 769.993652
	Iteration 37Q: 3 clusters Score -192569.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -192570.171875 Penalty: 769.993652
	Iteration 38Q: 3 clusters Score -192570.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -192571.171875 Penalty: 769.993652
	Iteration 39Q: 3 clusters Score -192571.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -192572.046875 Penalty: 769.993652
	Iteration 40F: 3 clusters Score -192572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -192572.359375 Penalty: 769.993652
	Iteration 41Q: 3 clusters Score -192572.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -192572.171875 Penalty: 769.993652
	Iteration 42Q: 3 clusters Score -192572.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -192572.171875 Penalty: 769.993652
	Iteration 43F: 3 clusters Score -192572.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 3 contains 9616 members 
Mstep: Class 4 contains 1338 members 
Mstep: Class 5 contains 842 members 
Mstep: Class 6 contains 25299 members 
Mstep: Class 7 contains 91383 members 
Mstep: Class 8 contains 1789 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 3242 members 
Mstep: Class 13 contains 485122 members 
Mstep: Class 14 contains 6573 members 
Mstep: Class 15 contains 4133 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 12367 members 
Mstep: Class 22 contains 2004 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 2533 members 
Mstep: Class 25 contains 687 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 5789 members 
Mstep: Class 28 contains 29062 members 
Mstep: Class 29 contains 1694 members 
Mstep: Class 30 contains 3887 members 
Entering Unmasked Estep 
Score: -28284322.000000 Penalty: 18428.589844
Splitting cluster 5 changes total score from -28283756.000000 to -28284322.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 6 (25299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Entering Unmasked Estep 
Score: -1063982.500000 Penalty: 461.302673
	Iteration 0F: 2 clusters Score -1063982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1047019.000000 Penalty: 922.605347
	Iteration 0F: 3 clusters Score -1047019 nChanged 12174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1054822.750000 Penalty: 922.605347
	Iteration 1F: 3 clusters Score -1054823 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1055975.000000 Penalty: 922.605347
	Iteration 2F: 3 clusters Score -1055975 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1057656.625000 Penalty: 922.605347
	Iteration 3F: 3 clusters Score -1057657 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1059762.250000 Penalty: 922.605347
	Iteration 4F: 3 clusters Score -1059762 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1061502.625000 Penalty: 922.605347
	Iteration 5F: 3 clusters Score -1061503 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1062613.125000 Penalty: 922.605347
	Iteration 6Q: 3 clusters Score -1062613 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1063174.125000 Penalty: 922.605347
	Iteration 7Q: 3 clusters Score -1063174 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1063507.500000 Penalty: 922.605347
	Iteration 8Q: 3 clusters Score -1063508 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1063698.000000 Penalty: 922.605347
	Iteration 9Q: 3 clusters Score -1063698 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1063803.000000 Penalty: 922.605347
	Iteration 10Q: 3 clusters Score -1063803 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1063868.625000 Penalty: 922.605347
	Iteration 11Q: 3 clusters Score -1063869 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1063913.500000 Penalty: 922.605347
	Iteration 12Q: 3 clusters Score -1063914 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1063945.000000 Penalty: 922.605347
	Iteration 13Q: 3 clusters Score -1063945 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1063971.625000 Penalty: 922.605347
	Iteration 14Q: 3 clusters Score -1063972 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1063990.375000 Penalty: 922.605347
	Iteration 15Q: 3 clusters Score -1063990 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1064008.125000 Penalty: 922.605347
	Iteration 16Q: 3 clusters Score -1064008 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1064023.000000 Penalty: 922.605347
	Iteration 17Q: 3 clusters Score -1064023 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1064036.375000 Penalty: 922.605347
	Iteration 18Q: 3 clusters Score -1064036 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1064042.750000 Penalty: 922.605347
	Iteration 19Q: 3 clusters Score -1064043 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1064049.375000 Penalty: 922.605347
	Iteration 20F: 3 clusters Score -1064049 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1064053.250000 Penalty: 922.605347
	Iteration 21Q: 3 clusters Score -1064053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1064054.750000 Penalty: 922.605347
	Iteration 22Q: 3 clusters Score -1064055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1064056.250000 Penalty: 922.605347
	Iteration 23Q: 3 clusters Score -1064056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1064056.625000 Penalty: 922.605347
	Iteration 24Q: 3 clusters Score -1064057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1064055.750000 Penalty: 922.605347
	Iteration 25Q: 3 clusters Score -1064056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1064057.625000 Penalty: 922.605347
	Iteration 26Q: 3 clusters Score -1064058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1064059.750000 Penalty: 922.605347
	Iteration 27Q: 3 clusters Score -1064060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1064062.125000 Penalty: 922.605347
	Iteration 28Q: 3 clusters Score -1064062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1064060.625000 Penalty: 922.605347
	Iteration 29Q: 3 clusters Score -1064061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1064059.625000 Penalty: 922.605347
	Iteration 30Q: 3 clusters Score -1064060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1064061.875000 Penalty: 922.605347
	Iteration 31Q: 3 clusters Score -1064062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1064063.000000 Penalty: 922.605347
	Iteration 32Q: 3 clusters Score -1064063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1064064.875000 Penalty: 922.605347
	Iteration 33Q: 3 clusters Score -1064065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1064064.125000 Penalty: 922.605347
	Iteration 34Q: 3 clusters Score -1064064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1064065.125000 Penalty: 922.605347
	Iteration 35Q: 3 clusters Score -1064065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1064062.875000 Penalty: 922.605347
	Iteration 36Q: 3 clusters Score -1064063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1064064.000000 Penalty: 922.605347
	Iteration 37Q: 3 clusters Score -1064064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1064063.500000 Penalty: 922.605347
	Iteration 38Q: 3 clusters Score -1064064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1064065.625000 Penalty: 922.605347
	Iteration 39Q: 3 clusters Score -1064066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1064066.750000 Penalty: 922.605347
	Iteration 40F: 3 clusters Score -1064067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1064066.750000 Penalty: 922.605347
	Iteration 41Q: 3 clusters Score -1064067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1064066.750000 Penalty: 922.605347
	Iteration 42Q: 3 clusters Score -1064067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1064066.750000 Penalty: 922.605347
	Iteration 43F: 3 clusters Score -1064067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 3 contains 9616 members 
Mstep: Class 4 contains 1338 members 
Mstep: Class 5 contains 842 members 
Mstep: Class 6 contains 20972 members 
Mstep: Class 7 contains 91383 members 
Mstep: Class 8 contains 1789 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 3242 members 
Mstep: Class 13 contains 485122 members 
Mstep: Class 14 contains 6573 members 
Mstep: Class 15 contains 4133 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 12367 members 
Mstep: Class 22 contains 2004 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 2533 members 
Mstep: Class 25 contains 687 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 5789 members 
Mstep: Class 28 contains 29062 members 
Mstep: Class 29 contains 1694 members 
Mstep: Class 30 contains 3887 members 
Mstep: Class 31 contains 4327 members 
Entering Unmasked Estep 
Score: -28284394.000000 Penalty: 19042.875000
Splitting cluster 6 changes total score from -28283756.000000 to -28284394.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -3622437.500000 Penalty: 519.738037
	Iteration 0F: 2 clusters Score -3622438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -3561077.000000 Penalty: 1039.476074
	Iteration 0F: 3 clusters Score -3561077 nChanged 44325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50958 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -3587398.500000 Penalty: 1039.476074
	Iteration 1F: 3 clusters Score -3587398 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -3589302.500000 Penalty: 1039.476074
	Iteration 2Q: 3 clusters Score -3589302 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -3592814.500000 Penalty: 1039.476074
	Iteration 3F: 3 clusters Score -3592814 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66194 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -3598585.000000 Penalty: 1039.476074
	Iteration 4F: 3 clusters Score -3598585 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73732 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -3605988.500000 Penalty: 1039.476074
	Iteration 5F: 3 clusters Score -3605988 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80367 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -3612844.000000 Penalty: 1039.476074
	Iteration 6F: 3 clusters Score -3612844 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84945 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -3617362.250000 Penalty: 1039.476074
	Iteration 7F: 3 clusters Score -3617362 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87609 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -3619779.250000 Penalty: 1039.476074
	Iteration 8Q: 3 clusters Score -3619779 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89051 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3620946.250000 Penalty: 1039.476074
	Iteration 9Q: 3 clusters Score -3620946 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89850 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3621493.000000 Penalty: 1039.476074
	Iteration 10Q: 3 clusters Score -3621493 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90256 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3621756.250000 Penalty: 1039.476074
	Iteration 11Q: 3 clusters Score -3621756 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90518 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3621952.500000 Penalty: 1039.476074
	Iteration 12Q: 3 clusters Score -3621952 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90648 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3622060.000000 Penalty: 1039.476074
	Iteration 13Q: 3 clusters Score -3622060 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90720 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3622128.500000 Penalty: 1039.476074
	Iteration 14Q: 3 clusters Score -3622128 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90759 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3622173.500000 Penalty: 1039.476074
	Iteration 15Q: 3 clusters Score -3622174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90781 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3622218.250000 Penalty: 1039.476074
	Iteration 16Q: 3 clusters Score -3622218 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90802 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3622260.750000 Penalty: 1039.476074
	Iteration 17Q: 3 clusters Score -3622261 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90813 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3622294.750000 Penalty: 1039.476074
	Iteration 18Q: 3 clusters Score -3622295 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90820 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3622344.000000 Penalty: 1039.476074
	Iteration 19Q: 3 clusters Score -3622344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90814 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3622395.250000 Penalty: 1039.476074
	Iteration 20F: 3 clusters Score -3622395 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90798 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3622425.500000 Penalty: 1039.476074
	Iteration 21Q: 3 clusters Score -3622426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90784 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3622454.750000 Penalty: 1039.476074
	Iteration 22Q: 3 clusters Score -3622455 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90760 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3622474.500000 Penalty: 1039.476074
	Iteration 23Q: 3 clusters Score -3622474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90732 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3622487.750000 Penalty: 1039.476074
	Iteration 24Q: 3 clusters Score -3622488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90709 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3622499.000000 Penalty: 1039.476074
	Iteration 25Q: 3 clusters Score -3622499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90691 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3622504.500000 Penalty: 1039.476074
	Iteration 26Q: 3 clusters Score -3622504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90680 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3622514.500000 Penalty: 1039.476074
	Iteration 27Q: 3 clusters Score -3622514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90667 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3622512.000000 Penalty: 1039.476074
	Iteration 28Q: 3 clusters Score -3622512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3622513.750000 Penalty: 1039.476074
	Iteration 29Q: 3 clusters Score -3622514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90639 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3622517.250000 Penalty: 1039.476074
	Iteration 30Q: 3 clusters Score -3622517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90621 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3622524.500000 Penalty: 1039.476074
	Iteration 31Q: 3 clusters Score -3622524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90612 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3622535.500000 Penalty: 1039.476074
	Iteration 32Q: 3 clusters Score -3622536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90605 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3622535.500000 Penalty: 1039.476074
	Iteration 33Q: 3 clusters Score -3622536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90595 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3622541.000000 Penalty: 1039.476074
	Iteration 34Q: 3 clusters Score -3622541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90588 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3622538.000000 Penalty: 1039.476074
	Iteration 35Q: 3 clusters Score -3622538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90581 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3622541.500000 Penalty: 1039.476074
	Iteration 36Q: 3 clusters Score -3622542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90581 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3622540.750000 Penalty: 1039.476074
	Iteration 37Q: 3 clusters Score -3622541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90579 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3622537.500000 Penalty: 1039.476074
	Iteration 38Q: 3 clusters Score -3622538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90578 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3622538.250000 Penalty: 1039.476074
	Iteration 39Q: 3 clusters Score -3622538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90574 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3622536.000000 Penalty: 1039.476074
	Iteration 40F: 3 clusters Score -3622536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90570 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3622539.000000 Penalty: 1039.476074
	Iteration 41Q: 3 clusters Score -3622539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90569 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3622538.000000 Penalty: 1039.476074
	Iteration 42Q: 3 clusters Score -3622538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90567 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3622537.000000 Penalty: 1039.476074
	Iteration 43Q: 3 clusters Score -3622537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90564 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3622541.000000 Penalty: 1039.476074
	Iteration 44Q: 3 clusters Score -3622541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90562 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3622540.500000 Penalty: 1039.476074
	Iteration 45Q: 3 clusters Score -3622540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90560 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3622539.750000 Penalty: 1039.476074
	Iteration 46Q: 3 clusters Score -3622540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90560 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3622539.750000 Penalty: 1039.476074
	Iteration 47F: 3 clusters Score -3622540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 3 contains 9616 members 
Mstep: Class 4 contains 1338 members 
Mstep: Class 5 contains 842 members 
Mstep: Class 6 contains 20972 members 
Mstep: Class 7 contains 90560 members 
Mstep: Class 8 contains 1789 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 3242 members 
Mstep: Class 13 contains 485122 members 
Mstep: Class 14 contains 6573 members 
Mstep: Class 15 contains 4133 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 12367 members 
Mstep: Class 22 contains 2004 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 2533 members 
Mstep: Class 25 contains 687 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 5789 members 
Mstep: Class 28 contains 29062 members 
Mstep: Class 29 contains 1694 members 
Mstep: Class 30 contains 3887 members 
Mstep: Class 31 contains 4327 members 
Mstep: Class 32 contains 823 members 
Entering Unmasked Estep 
Score: -28284430.000000 Penalty: 19657.162109
Splitting cluster 7 changes total score from -28283756.000000 to -28284430.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 8 (1789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Entering Unmasked Estep 
Score: -63695.925781 Penalty: 340.768250
	Iteration 0F: 2 clusters Score -63695.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -62390.503906 Penalty: 681.536499
	Iteration 0F: 3 clusters Score -62390.5 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -62941.406250 Penalty: 681.536499
	Iteration 1F: 3 clusters Score -62941.41 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -63299.898438 Penalty: 681.536499
	Iteration 2F: 3 clusters Score -63299.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -63680.171875 Penalty: 681.536499
	Iteration 3F: 3 clusters Score -63680.17 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -63866.347656 Penalty: 681.536499
	Iteration 4F: 3 clusters Score -63866.35 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63969.652344 Penalty: 681.536499
	Iteration 5F: 3 clusters Score -63969.65 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -64016.996094 Penalty: 681.536499
	Iteration 6Q: 3 clusters Score -64017 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -64034.277344 Penalty: 681.536499
	Iteration 7Q: 3 clusters Score -64034.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -64042.621094 Penalty: 681.536499
	Iteration 8Q: 3 clusters Score -64042.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -64049.472656 Penalty: 681.536499
	Iteration 9Q: 3 clusters Score -64049.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64055.402344 Penalty: 681.536499
	Iteration 10Q: 3 clusters Score -64055.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -64057.078125 Penalty: 681.536499
	Iteration 11Q: 3 clusters Score -64057.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64058.812500 Penalty: 681.536499
	Iteration 12Q: 3 clusters Score -64058.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64059.574219 Penalty: 681.536499
	Iteration 13Q: 3 clusters Score -64059.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64060.058594 Penalty: 681.536499
	Iteration 14Q: 3 clusters Score -64060.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64061.457031 Penalty: 681.536499
	Iteration 15Q: 3 clusters Score -64061.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64062.937500 Penalty: 681.536499
	Iteration 16Q: 3 clusters Score -64062.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64065.597656 Penalty: 681.536499
	Iteration 17Q: 3 clusters Score -64065.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -64067.410156 Penalty: 681.536499
	Iteration 18Q: 3 clusters Score -64067.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64068.050781 Penalty: 681.536499
	Iteration 19Q: 3 clusters Score -64068.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64068.671875 Penalty: 681.536499
	Iteration 20F: 3 clusters Score -64068.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64069.531250 Penalty: 681.536499
	Iteration 21Q: 3 clusters Score -64069.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -64070.085938 Penalty: 681.536499
	Iteration 22Q: 3 clusters Score -64070.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64070.500000 Penalty: 681.536499
	Iteration 23Q: 3 clusters Score -64070.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64070.500000 Penalty: 681.536499
	Iteration 24F: 3 clusters Score -64070.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 3 contains 9616 members 
Mstep: Class 4 contains 1338 members 
Mstep: Class 5 contains 842 members 
Mstep: Class 6 contains 20972 members 
Mstep: Class 7 contains 90560 members 
Mstep: Class 8 contains 1507 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 3242 members 
Mstep: Class 13 contains 485122 members 
Mstep: Class 14 contains 6573 members 
Mstep: Class 15 contains 4133 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 12367 members 
Mstep: Class 22 contains 2004 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 2533 members 
Mstep: Class 25 contains 687 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 5789 members 
Mstep: Class 28 contains 29062 members 
Mstep: Class 29 contains 1694 members 
Mstep: Class 30 contains 3887 members 
Mstep: Class 31 contains 4327 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 282 members 
Entering Unmasked Estep 
Score: -28284562.000000 Penalty: 20271.449219
Splitting cluster 8 changes total score from -28283756.000000 to -28284562.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 9 (3534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Entering Unmasked Estep 
Score: -136563.640625 Penalty: 371.743469
	Iteration 0F: 2 clusters Score -136563.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -134104.078125 Penalty: 743.486938
	Iteration 0F: 3 clusters Score -134104.1 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -135087.515625 Penalty: 743.486938
	Iteration 1F: 3 clusters Score -135087.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -135260.546875 Penalty: 743.486938
	Iteration 2F: 3 clusters Score -135260.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -135441.390625 Penalty: 743.486938
	Iteration 3F: 3 clusters Score -135441.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -135605.328125 Penalty: 743.486938
	Iteration 4F: 3 clusters Score -135605.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -135739.609375 Penalty: 743.486938
	Iteration 5F: 3 clusters Score -135739.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -135859.234375 Penalty: 743.486938
	Iteration 6Q: 3 clusters Score -135859.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -135959.453125 Penalty: 743.486938
	Iteration 7Q: 3 clusters Score -135959.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -136051.687500 Penalty: 743.486938
	Iteration 8Q: 3 clusters Score -136051.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -136136.203125 Penalty: 743.486938
	Iteration 9Q: 3 clusters Score -136136.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -136191.640625 Penalty: 743.486938
	Iteration 10Q: 3 clusters Score -136191.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -136242.484375 Penalty: 743.486938
	Iteration 11Q: 3 clusters Score -136242.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -136259.921875 Penalty: 743.486938
	Iteration 12Q: 3 clusters Score -136259.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -136267.484375 Penalty: 743.486938
	Iteration 13Q: 3 clusters Score -136267.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -136277.390625 Penalty: 743.486938
	Iteration 14Q: 3 clusters Score -136277.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -136283.796875 Penalty: 743.486938
	Iteration 15Q: 3 clusters Score -136283.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -136287.328125 Penalty: 743.486938
	Iteration 16Q: 3 clusters Score -136287.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -136291.812500 Penalty: 743.486938
	Iteration 17Q: 3 clusters Score -136291.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -136296.765625 Penalty: 743.486938
	Iteration 18Q: 3 clusters Score -136296.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -136299.500000 Penalty: 743.486938
	Iteration 19Q: 3 clusters Score -136299.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -136300.671875 Penalty: 743.486938
	Iteration 20F: 3 clusters Score -136300.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -136301.171875 Penalty: 743.486938
	Iteration 21Q: 3 clusters Score -136301.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -136302.062500 Penalty: 743.486938
	Iteration 22Q: 3 clusters Score -136302.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -136302.484375 Penalty: 743.486938
	Iteration 23Q: 3 clusters Score -136302.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -136302.484375 Penalty: 743.486938
	Iteration 24F: 3 clusters Score -136302.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Entering Unmasked Estep 
Score: -190897.750000 Penalty: 385.958405
	Iteration 0F: 2 clusters Score -190897.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -187593.953125 Penalty: 771.916809
	Iteration 0F: 3 clusters Score -187594 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -188804.031250 Penalty: 771.916809
	Iteration 1F: 3 clusters Score -188804 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -188916.437500 Penalty: 771.916809
	Iteration 2F: 3 clusters Score -188916.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -189038.140625 Penalty: 771.916809
	Iteration 3F: 3 clusters Score -189038.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -189164.531250 Penalty: 771.916809
	Iteration 4F: 3 clusters Score -189164.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -189321.062500 Penalty: 771.916809
	Iteration 5F: 3 clusters Score -189321.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -189518.156250 Penalty: 771.916809
	Iteration 6F: 3 clusters Score -189518.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -189713.515625 Penalty: 771.916809
	Iteration 7F: 3 clusters Score -189713.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -189878.421875 Penalty: 771.916809
	Iteration 8F: 3 clusters Score -189878.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -190034.234375 Penalty: 771.916809
	Iteration 9F: 3 clusters Score -190034.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -190166.234375 Penalty: 771.916809
	Iteration 10Q: 3 clusters Score -190166.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -190272.000000 Penalty: 771.916809
	Iteration 11Q: 3 clusters Score -190272 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -190379.656250 Penalty: 771.916809
	Iteration 12Q: 3 clusters Score -190379.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -190470.906250 Penalty: 771.916809
	Iteration 13Q: 3 clusters Score -190470.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -190542.859375 Penalty: 771.916809
	Iteration 14Q: 3 clusters Score -190542.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -190603.718750 Penalty: 771.916809
	Iteration 15Q: 3 clusters Score -190603.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -190644.968750 Penalty: 771.916809
	Iteration 16Q: 3 clusters Score -190645 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -190689.218750 Penalty: 771.916809
	Iteration 17Q: 3 clusters Score -190689.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -190726.734375 Penalty: 771.916809
	Iteration 18Q: 3 clusters Score -190726.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -190748.921875 Penalty: 771.916809
	Iteration 19Q: 3 clusters Score -190748.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -190766.531250 Penalty: 771.916809
	Iteration 20F: 3 clusters Score -190766.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -190777.921875 Penalty: 771.916809
	Iteration 21Q: 3 clusters Score -190777.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -190782.140625 Penalty: 771.916809
	Iteration 22Q: 3 clusters Score -190782.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -190786.000000 Penalty: 771.916809
	Iteration 23Q: 3 clusters Score -190786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -190787.718750 Penalty: 771.916809
	Iteration 24Q: 3 clusters Score -190787.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -190789.609375 Penalty: 771.916809
	Iteration 25Q: 3 clusters Score -190789.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -190789.859375 Penalty: 771.916809
	Iteration 26Q: 3 clusters Score -190789.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -190790.515625 Penalty: 771.916809
	Iteration 27Q: 3 clusters Score -190790.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -190790.765625 Penalty: 771.916809
	Iteration 28Q: 3 clusters Score -190790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -190790.828125 Penalty: 771.916809
	Iteration 29Q: 3 clusters Score -190790.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -190790.828125 Penalty: 771.916809
	Iteration 30F: 3 clusters Score -190790.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Entering Unmasked Estep 
Score: -142515.250000 Penalty: 372.471466
	Iteration 0F: 2 clusters Score -142515.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -140074.187500 Penalty: 744.942932
	Iteration 0F: 3 clusters Score -140074.2 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -141095.937500 Penalty: 744.942932
	Iteration 1F: 3 clusters Score -141095.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -141336.140625 Penalty: 744.942932
	Iteration 2F: 3 clusters Score -141336.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -141553.453125 Penalty: 744.942932
	Iteration 3F: 3 clusters Score -141553.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -141774.437500 Penalty: 744.942932
	Iteration 4F: 3 clusters Score -141774.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -141975.375000 Penalty: 744.942932
	Iteration 5F: 3 clusters Score -141975.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -142108.343750 Penalty: 744.942932
	Iteration 6Q: 3 clusters Score -142108.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -142232.828125 Penalty: 744.942932
	Iteration 7Q: 3 clusters Score -142232.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -142285.156250 Penalty: 744.942932
	Iteration 8Q: 3 clusters Score -142285.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -142309.312500 Penalty: 744.942932
	Iteration 9Q: 3 clusters Score -142309.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -142322.750000 Penalty: 744.942932
	Iteration 10Q: 3 clusters Score -142322.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -142335.468750 Penalty: 744.942932
	Iteration 11Q: 3 clusters Score -142335.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -142344.125000 Penalty: 744.942932
	Iteration 12Q: 3 clusters Score -142344.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -142349.828125 Penalty: 744.942932
	Iteration 13Q: 3 clusters Score -142349.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -142354.984375 Penalty: 744.942932
	Iteration 14Q: 3 clusters Score -142355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -142358.000000 Penalty: 744.942932
	Iteration 15Q: 3 clusters Score -142358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -142359.468750 Penalty: 744.942932
	Iteration 16Q: 3 clusters Score -142359.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -142360.234375 Penalty: 744.942932
	Iteration 17Q: 3 clusters Score -142360.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -142360.250000 Penalty: 744.942932
	Iteration 18Q: 3 clusters Score -142360.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -142360.109375 Penalty: 744.942932
	Iteration 19Q: 3 clusters Score -142360.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -142360.296875 Penalty: 744.942932
	Iteration 20F: 3 clusters Score -142360.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Entering Unmasked Estep 
Score: -125223.484375 Penalty: 367.819519
	Iteration 0F: 2 clusters Score -125223.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -122960.929688 Penalty: 735.639038
	Iteration 0F: 3 clusters Score -122960.9 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -123791.007812 Penalty: 735.639038
	Iteration 1F: 3 clusters Score -123791 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -123934.789062 Penalty: 735.639038
	Iteration 2F: 3 clusters Score -123934.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -124069.375000 Penalty: 735.639038
	Iteration 3F: 3 clusters Score -124069.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -124222.984375 Penalty: 735.639038
	Iteration 4F: 3 clusters Score -124223 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -124376.093750 Penalty: 735.639038
	Iteration 5F: 3 clusters Score -124376.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -124509.929688 Penalty: 735.639038
	Iteration 6F: 3 clusters Score -124509.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -124623.257812 Penalty: 735.639038
	Iteration 7Q: 3 clusters Score -124623.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -124744.765625 Penalty: 735.639038
	Iteration 8Q: 3 clusters Score -124744.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -124848.507812 Penalty: 735.639038
	Iteration 9Q: 3 clusters Score -124848.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -124920.296875 Penalty: 735.639038
	Iteration 10Q: 3 clusters Score -124920.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -124986.953125 Penalty: 735.639038
	Iteration 11Q: 3 clusters Score -124987 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -125079.835938 Penalty: 735.639038
	Iteration 12Q: 3 clusters Score -125079.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -125199.390625 Penalty: 735.639038
	Iteration 13Q: 3 clusters Score -125199.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -125279.625000 Penalty: 735.639038
	Iteration 14Q: 3 clusters Score -125279.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -125305.195312 Penalty: 735.639038
	Iteration 15Q: 3 clusters Score -125305.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -125319.914062 Penalty: 735.639038
	Iteration 16Q: 3 clusters Score -125319.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -125332.289062 Penalty: 735.639038
	Iteration 17Q: 3 clusters Score -125332.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -125336.718750 Penalty: 735.639038
	Iteration 18Q: 3 clusters Score -125336.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -125338.289062 Penalty: 735.639038
	Iteration 19Q: 3 clusters Score -125338.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -125341.453125 Penalty: 735.639038
	Iteration 20F: 3 clusters Score -125341.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -125343.609375 Penalty: 735.639038
	Iteration 21Q: 3 clusters Score -125343.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -125344.023438 Penalty: 735.639038
	Iteration 22Q: 3 clusters Score -125344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -125344.656250 Penalty: 735.639038
	Iteration 23Q: 3 clusters Score -125344.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -125345.687500 Penalty: 735.639038
	Iteration 24Q: 3 clusters Score -125345.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -125346.398438 Penalty: 735.639038
	Iteration 25Q: 3 clusters Score -125346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -125346.492188 Penalty: 735.639038
	Iteration 26Q: 3 clusters Score -125346.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -125346.570312 Penalty: 735.639038
	Iteration 27Q: 3 clusters Score -125346.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -125346.570312 Penalty: 735.639038
	Iteration 28F: 3 clusters Score -125346.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 3 contains 9616 members 
Mstep: Class 4 contains 1338 members 
Mstep: Class 5 contains 842 members 
Mstep: Class 6 contains 20972 members 
Mstep: Class 7 contains 90560 members 
Mstep: Class 8 contains 1507 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 485122 members 
Mstep: Class 14 contains 6573 members 
Mstep: Class 15 contains 4133 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 12367 members 
Mstep: Class 22 contains 2004 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 2533 members 
Mstep: Class 25 contains 687 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 5789 members 
Mstep: Class 28 contains 29062 members 
Mstep: Class 29 contains 1694 members 
Mstep: Class 30 contains 3887 members 
Mstep: Class 31 contains 4327 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 1114 members 
Entering Unmasked Estep 
Score: -28284384.000000 Penalty: 20885.734375
Splitting cluster 12 changes total score from -28283756.000000 to -28284384.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 13 (485122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485122 members 
Entering Unmasked Estep 
Score: -19706532.000000 Penalty: 595.693054
	Iteration 0F: 2 clusters Score -1.970653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242692 members 
Mstep: Class 2 contains 242430 members 
Entering Unmasked Estep 
Score: -19377242.000000 Penalty: 1191.386108
	Iteration 0F: 3 clusters Score -1.937724e+07 nChanged 240375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257349 members 
Mstep: Class 2 contains 227773 members 
Entering Unmasked Estep 
Score: -19538600.000000 Penalty: 1191.386108
	Iteration 1F: 3 clusters Score -1.95386e+07 nChanged 26901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265370 members 
Mstep: Class 2 contains 219752 members 
Entering Unmasked Estep 
Score: -19552250.000000 Penalty: 1191.386108
	Iteration 2F: 3 clusters Score -1.955225e+07 nChanged 29586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273148 members 
Mstep: Class 2 contains 211974 members 
Entering Unmasked Estep 
Score: -19573078.000000 Penalty: 1191.386108
	Iteration 3F: 3 clusters Score -1.957308e+07 nChanged 32302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278882 members 
Mstep: Class 2 contains 206240 members 
Entering Unmasked Estep 
Score: -19600276.000000 Penalty: 1191.386108
	Iteration 4F: 3 clusters Score -1.960028e+07 nChanged 31319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282009 members 
Mstep: Class 2 contains 203113 members 
Entering Unmasked Estep 
Score: -19624126.000000 Penalty: 1191.386108
	Iteration 5F: 3 clusters Score -1.962413e+07 nChanged 23783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283906 members 
Mstep: Class 2 contains 201216 members 
Entering Unmasked Estep 
Score: -19636802.000000 Penalty: 1191.386108
	Iteration 6Q: 3 clusters Score -1.96368e+07 nChanged 15997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285479 members 
Mstep: Class 2 contains 199643 members 
Entering Unmasked Estep 
Score: -19644460.000000 Penalty: 1191.386108
	Iteration 7Q: 3 clusters Score -1.964446e+07 nChanged 12664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286087 members 
Mstep: Class 2 contains 199035 members 
Entering Unmasked Estep 
Score: -19651414.000000 Penalty: 1191.386108
	Iteration 8Q: 3 clusters Score -1.965141e+07 nChanged 12711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285258 members 
Mstep: Class 2 contains 199864 members 
Entering Unmasked Estep 
Score: -19658402.000000 Penalty: 1191.386108
	Iteration 9Q: 3 clusters Score -1.96584e+07 nChanged 13063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282693 members 
Mstep: Class 2 contains 202429 members 
Entering Unmasked Estep 
Score: -19665506.000000 Penalty: 1191.386108
	Iteration 10Q: 3 clusters Score -1.966551e+07 nChanged 13893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278532 members 
Mstep: Class 2 contains 206590 members 
Entering Unmasked Estep 
Score: -19673760.000000 Penalty: 1191.386108
	Iteration 11Q: 3 clusters Score -1.967376e+07 nChanged 14762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272828 members 
Mstep: Class 2 contains 212294 members 
Entering Unmasked Estep 
Score: -19683048.000000 Penalty: 1191.386108
	Iteration 12Q: 3 clusters Score -1.968305e+07 nChanged 15711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266021 members 
Mstep: Class 2 contains 219101 members 
Entering Unmasked Estep 
Score: -19694912.000000 Penalty: 1191.386108
	Iteration 13Q: 3 clusters Score -1.969491e+07 nChanged 16215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258450 members 
Mstep: Class 2 contains 226672 members 
Entering Unmasked Estep 
Score: -19707932.000000 Penalty: 1191.386108
	Iteration 14Q: 3 clusters Score -1.970793e+07 nChanged 15167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250923 members 
Mstep: Class 2 contains 234199 members 
Entering Unmasked Estep 
Score: -19719600.000000 Penalty: 1191.386108
	Iteration 15Q: 3 clusters Score -1.97196e+07 nChanged 12015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244526 members 
Mstep: Class 2 contains 240596 members 
Entering Unmasked Estep 
Score: -19727148.000000 Penalty: 1191.386108
	Iteration 16Q: 3 clusters Score -1.972715e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239606 members 
Mstep: Class 2 contains 245516 members 
Entering Unmasked Estep 
Score: -19730720.000000 Penalty: 1191.386108
	Iteration 17Q: 3 clusters Score -1.973072e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235947 members 
Mstep: Class 2 contains 249175 members 
Entering Unmasked Estep 
Score: -19732302.000000 Penalty: 1191.386108
	Iteration 18Q: 3 clusters Score -1.97323e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233176 members 
Mstep: Class 2 contains 251946 members 
Entering Unmasked Estep 
Score: -19733120.000000 Penalty: 1191.386108
	Iteration 19Q: 3 clusters Score -1.973312e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231032 members 
Mstep: Class 2 contains 254090 members 
Entering Unmasked Estep 
Score: -19734560.000000 Penalty: 1191.386108
	Iteration 20F: 3 clusters Score -1.973456e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228805 members 
Mstep: Class 2 contains 256317 members 
Entering Unmasked Estep 
Score: -19735016.000000 Penalty: 1191.386108
	Iteration 21Q: 3 clusters Score -1.973502e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226997 members 
Mstep: Class 2 contains 258125 members 
Entering Unmasked Estep 
Score: -19735216.000000 Penalty: 1191.386108
	Iteration 22Q: 3 clusters Score -1.973522e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225506 members 
Mstep: Class 2 contains 259616 members 
Entering Unmasked Estep 
Score: -19735312.000000 Penalty: 1191.386108
	Iteration 23Q: 3 clusters Score -1.973531e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224353 members 
Mstep: Class 2 contains 260769 members 
Entering Unmasked Estep 
Score: -19735398.000000 Penalty: 1191.386108
	Iteration 24Q: 3 clusters Score -1.97354e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223386 members 
Mstep: Class 2 contains 261736 members 
Entering Unmasked Estep 
Score: -19735352.000000 Penalty: 1191.386108
	Iteration 25Q: 3 clusters Score -1.973535e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222595 members 
Mstep: Class 2 contains 262527 members 
Entering Unmasked Estep 
Score: -19735442.000000 Penalty: 1191.386108
	Iteration 26Q: 3 clusters Score -1.973544e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221949 members 
Mstep: Class 2 contains 263173 members 
Entering Unmasked Estep 
Score: -19735390.000000 Penalty: 1191.386108
	Iteration 27Q: 3 clusters Score -1.973539e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221439 members 
Mstep: Class 2 contains 263683 members 
Entering Unmasked Estep 
Score: -19735376.000000 Penalty: 1191.386108
	Iteration 28Q: 3 clusters Score -1.973538e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221001 members 
Mstep: Class 2 contains 264121 members 
Entering Unmasked Estep 
Score: -19735414.000000 Penalty: 1191.386108
	Iteration 29Q: 3 clusters Score -1.973541e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220626 members 
Mstep: Class 2 contains 264496 members 
Entering Unmasked Estep 
Score: -19735418.000000 Penalty: 1191.386108
	Iteration 30Q: 3 clusters Score -1.973542e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220267 members 
Mstep: Class 2 contains 264855 members 
Entering Unmasked Estep 
Score: -19735350.000000 Penalty: 1191.386108
	Iteration 31Q: 3 clusters Score -1.973535e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219966 members 
Mstep: Class 2 contains 265156 members 
Entering Unmasked Estep 
Score: -19735366.000000 Penalty: 1191.386108
	Iteration 32Q: 3 clusters Score -1.973537e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219731 members 
Mstep: Class 2 contains 265391 members 
Entering Unmasked Estep 
Score: -19735348.000000 Penalty: 1191.386108
	Iteration 33Q: 3 clusters Score -1.973535e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219547 members 
Mstep: Class 2 contains 265575 members 
Entering Unmasked Estep 
Score: -19735372.000000 Penalty: 1191.386108
	Iteration 34Q: 3 clusters Score -1.973537e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219378 members 
Mstep: Class 2 contains 265744 members 
Entering Unmasked Estep 
Score: -19735430.000000 Penalty: 1191.386108
	Iteration 35Q: 3 clusters Score -1.973543e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219226 members 
Mstep: Class 2 contains 265896 members 
Entering Unmasked Estep 
Score: -19735440.000000 Penalty: 1191.386108
	Iteration 36Q: 3 clusters Score -1.973544e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219099 members 
Mstep: Class 2 contains 266023 members 
Entering Unmasked Estep 
Score: -19735468.000000 Penalty: 1191.386108
	Iteration 37Q: 3 clusters Score -1.973547e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218996 members 
Mstep: Class 2 contains 266126 members 
Entering Unmasked Estep 
Score: -19735474.000000 Penalty: 1191.386108
	Iteration 38Q: 3 clusters Score -1.973547e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218906 members 
Mstep: Class 2 contains 266216 members 
Entering Unmasked Estep 
Score: -19735460.000000 Penalty: 1191.386108
	Iteration 39Q: 3 clusters Score -1.973546e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218821 members 
Mstep: Class 2 contains 266301 members 
Entering Unmasked Estep 
Score: -19735472.000000 Penalty: 1191.386108
	Iteration 40F: 3 clusters Score -1.973547e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218763 members 
Mstep: Class 2 contains 266359 members 
Entering Unmasked Estep 
Score: -19735462.000000 Penalty: 1191.386108
	Iteration 41Q: 3 clusters Score -1.973546e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218708 members 
Mstep: Class 2 contains 266414 members 
Entering Unmasked Estep 
Score: -19735472.000000 Penalty: 1191.386108
	Iteration 42Q: 3 clusters Score -1.973547e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218663 members 
Mstep: Class 2 contains 266459 members 
Entering Unmasked Estep 
Score: -19735484.000000 Penalty: 1191.386108
	Iteration 43Q: 3 clusters Score -1.973548e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218619 members 
Mstep: Class 2 contains 266503 members 
Entering Unmasked Estep 
Score: -19735490.000000 Penalty: 1191.386108
	Iteration 44Q: 3 clusters Score -1.973549e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218572 members 
Mstep: Class 2 contains 266550 members 
Entering Unmasked Estep 
Score: -19735512.000000 Penalty: 1191.386108
	Iteration 45Q: 3 clusters Score -1.973551e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218521 members 
Mstep: Class 2 contains 266601 members 
Entering Unmasked Estep 
Score: -19735506.000000 Penalty: 1191.386108
	Iteration 46Q: 3 clusters Score -1.973551e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218464 members 
Mstep: Class 2 contains 266658 members 
Entering Unmasked Estep 
Score: -19735510.000000 Penalty: 1191.386108
	Iteration 47Q: 3 clusters Score -1.973551e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218427 members 
Mstep: Class 2 contains 266695 members 
Entering Unmasked Estep 
Score: -19735512.000000 Penalty: 1191.386108
	Iteration 48Q: 3 clusters Score -1.973551e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218396 members 
Mstep: Class 2 contains 266726 members 
Entering Unmasked Estep 
Score: -19735518.000000 Penalty: 1191.386108
	Iteration 49Q: 3 clusters Score -1.973552e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218367 members 
Mstep: Class 2 contains 266755 members 
Entering Unmasked Estep 
Score: -19735530.000000 Penalty: 1191.386108
	Iteration 50Q: 3 clusters Score -1.973553e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218332 members 
Mstep: Class 2 contains 266790 members 
Entering Unmasked Estep 
Score: -19735520.000000 Penalty: 1191.386108
	Iteration 51Q: 3 clusters Score -1.973552e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218312 members 
Mstep: Class 2 contains 266810 members 
Entering Unmasked Estep 
Score: -19735516.000000 Penalty: 1191.386108
	Iteration 52Q: 3 clusters Score -1.973552e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218292 members 
Mstep: Class 2 contains 266830 members 
Entering Unmasked Estep 
Score: -19735518.000000 Penalty: 1191.386108
	Iteration 53Q: 3 clusters Score -1.973552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218279 members 
Mstep: Class 2 contains 266843 members 
Entering Unmasked Estep 
Score: -19735524.000000 Penalty: 1191.386108
	Iteration 54Q: 3 clusters Score -1.973552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218270 members 
Mstep: Class 2 contains 266852 members 
Entering Unmasked Estep 
Score: -19735534.000000 Penalty: 1191.386108
	Iteration 55Q: 3 clusters Score -1.973553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218261 members 
Mstep: Class 2 contains 266861 members 
Entering Unmasked Estep 
Score: -19735544.000000 Penalty: 1191.386108
	Iteration 56Q: 3 clusters Score -1.973554e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218246 members 
Mstep: Class 2 contains 266876 members 
Entering Unmasked Estep 
Score: -19735528.000000 Penalty: 1191.386108
	Iteration 57Q: 3 clusters Score -1.973553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218239 members 
Mstep: Class 2 contains 266883 members 
Entering Unmasked Estep 
Score: -19735542.000000 Penalty: 1191.386108
	Iteration 58Q: 3 clusters Score -1.973554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218237 members 
Mstep: Class 2 contains 266885 members 
Entering Unmasked Estep 
Score: -19735528.000000 Penalty: 1191.386108
	Iteration 59Q: 3 clusters Score -1.973553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218235 members 
Mstep: Class 2 contains 266887 members 
Entering Unmasked Estep 
Score: -19735544.000000 Penalty: 1191.386108
	Iteration 60F: 3 clusters Score -1.973554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218232 members 
Mstep: Class 2 contains 266890 members 
Entering Unmasked Estep 
Score: -19735546.000000 Penalty: 1191.386108
	Iteration 61Q: 3 clusters Score -1.973555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218229 members 
Mstep: Class 2 contains 266893 members 
Entering Unmasked Estep 
Score: -19735558.000000 Penalty: 1191.386108
	Iteration 62Q: 3 clusters Score -1.973556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218226 members 
Mstep: Class 2 contains 266896 members 
Entering Unmasked Estep 
Score: -19735546.000000 Penalty: 1191.386108
	Iteration 63Q: 3 clusters Score -1.973555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218223 members 
Mstep: Class 2 contains 266899 members 
Entering Unmasked Estep 
Score: -19735542.000000 Penalty: 1191.386108
	Iteration 64Q: 3 clusters Score -1.973554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218219 members 
Mstep: Class 2 contains 266903 members 
Entering Unmasked Estep 
Score: -19735540.000000 Penalty: 1191.386108
	Iteration 65Q: 3 clusters Score -1.973554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218212 members 
Mstep: Class 2 contains 266910 members 
Entering Unmasked Estep 
Score: -19735540.000000 Penalty: 1191.386108
	Iteration 66Q: 3 clusters Score -1.973554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218204 members 
Mstep: Class 2 contains 266918 members 
Entering Unmasked Estep 
Score: -19735546.000000 Penalty: 1191.386108
	Iteration 67Q: 3 clusters Score -1.973555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218199 members 
Mstep: Class 2 contains 266923 members 
Entering Unmasked Estep 
Score: -19735534.000000 Penalty: 1191.386108
	Iteration 68Q: 3 clusters Score -1.973553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218196 members 
Mstep: Class 2 contains 266926 members 
Entering Unmasked Estep 
Score: -19735530.000000 Penalty: 1191.386108
	Iteration 69Q: 3 clusters Score -1.973553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218192 members 
Mstep: Class 2 contains 266930 members 
Entering Unmasked Estep 
Score: -19735524.000000 Penalty: 1191.386108
	Iteration 70Q: 3 clusters Score -1.973552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218185 members 
Mstep: Class 2 contains 266937 members 
Entering Unmasked Estep 
Score: -19735520.000000 Penalty: 1191.386108
	Iteration 71Q: 3 clusters Score -1.973552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218179 members 
Mstep: Class 2 contains 266943 members 
Entering Unmasked Estep 
Score: -19735524.000000 Penalty: 1191.386108
	Iteration 72Q: 3 clusters Score -1.973552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218172 members 
Mstep: Class 2 contains 266950 members 
Entering Unmasked Estep 
Score: -19735530.000000 Penalty: 1191.386108
	Iteration 73Q: 3 clusters Score -1.973553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218167 members 
Mstep: Class 2 contains 266955 members 
Entering Unmasked Estep 
Score: -19735540.000000 Penalty: 1191.386108
	Iteration 74Q: 3 clusters Score -1.973554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218165 members 
Mstep: Class 2 contains 266957 members 
Entering Unmasked Estep 
Score: -19735548.000000 Penalty: 1191.386108
	Iteration 75Q: 3 clusters Score -1.973555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218164 members 
Mstep: Class 2 contains 266958 members 
Entering Unmasked Estep 
Score: -19735542.000000 Penalty: 1191.386108
	Iteration 76Q: 3 clusters Score -1.973554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218162 members 
Mstep: Class 2 contains 266960 members 
Entering Unmasked Estep 
Score: -19735542.000000 Penalty: 1191.386108
	Iteration 77Q: 3 clusters Score -1.973554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218158 members 
Mstep: Class 2 contains 266964 members 
Entering Unmasked Estep 
Score: -19735552.000000 Penalty: 1191.386108
	Iteration 78Q: 3 clusters Score -1.973555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218154 members 
Mstep: Class 2 contains 266968 members 
Entering Unmasked Estep 
Score: -19735544.000000 Penalty: 1191.386108
	Iteration 79Q: 3 clusters Score -1.973554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218149 members 
Mstep: Class 2 contains 266973 members 
Entering Unmasked Estep 
Score: -19735544.000000 Penalty: 1191.386108
	Iteration 80F: 3 clusters Score -1.973554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218145 members 
Mstep: Class 2 contains 266977 members 
Entering Unmasked Estep 
Score: -19735544.000000 Penalty: 1191.386108
	Iteration 81Q: 3 clusters Score -1.973554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218143 members 
Mstep: Class 2 contains 266979 members 
Entering Unmasked Estep 
Score: -19735554.000000 Penalty: 1191.386108
	Iteration 82Q: 3 clusters Score -1.973555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218143 members 
Mstep: Class 2 contains 266979 members 
Entering Unmasked Estep 
Score: -19735554.000000 Penalty: 1191.386108
	Iteration 83F: 3 clusters Score -1.973555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 3 contains 9616 members 
Mstep: Class 4 contains 1338 members 
Mstep: Class 5 contains 842 members 
Mstep: Class 6 contains 20972 members 
Mstep: Class 7 contains 90560 members 
Mstep: Class 8 contains 1507 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 218143 members 
Mstep: Class 14 contains 6573 members 
Mstep: Class 15 contains 4133 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 12367 members 
Mstep: Class 22 contains 2004 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 2533 members 
Mstep: Class 25 contains 687 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 5789 members 
Mstep: Class 28 contains 29062 members 
Mstep: Class 29 contains 1694 members 
Mstep: Class 30 contains 3887 members 
Mstep: Class 31 contains 4327 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 1114 members 
Mstep: Class 35 contains 266979 members 
Entering Unmasked Estep 
Score: -28313104.000000 Penalty: 21500.021484
Splitting cluster 13 changes total score from -28283756.000000 to -28313104.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 14 (6573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Entering Unmasked Estep 
Score: -271145.937500 Penalty: 399.978027
	Iteration 0F: 2 clusters Score -271145.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -266710.000000 Penalty: 799.956055
	Iteration 0F: 3 clusters Score -266710 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -268612.281250 Penalty: 799.956055
	Iteration 1F: 3 clusters Score -268612.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -268895.250000 Penalty: 799.956055
	Iteration 2F: 3 clusters Score -268895.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -269227.843750 Penalty: 799.956055
	Iteration 3F: 3 clusters Score -269227.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -269615.343750 Penalty: 799.956055
	Iteration 4F: 3 clusters Score -269615.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -269889.750000 Penalty: 799.956055
	Iteration 5F: 3 clusters Score -269889.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -270066.187500 Penalty: 799.956055
	Iteration 6F: 3 clusters Score -270066.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -270157.312500 Penalty: 799.956055
	Iteration 7Q: 3 clusters Score -270157.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -270212.125000 Penalty: 799.956055
	Iteration 8Q: 3 clusters Score -270212.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -270251.156250 Penalty: 799.956055
	Iteration 9Q: 3 clusters Score -270251.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -270279.937500 Penalty: 799.956055
	Iteration 10Q: 3 clusters Score -270279.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -270303.687500 Penalty: 799.956055
	Iteration 11Q: 3 clusters Score -270303.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -270330.125000 Penalty: 799.956055
	Iteration 12Q: 3 clusters Score -270330.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -270354.187500 Penalty: 799.956055
	Iteration 13Q: 3 clusters Score -270354.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -270380.187500 Penalty: 799.956055
	Iteration 14Q: 3 clusters Score -270380.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -270412.000000 Penalty: 799.956055
	Iteration 15Q: 3 clusters Score -270412 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -270439.437500 Penalty: 799.956055
	Iteration 16Q: 3 clusters Score -270439.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -270457.531250 Penalty: 799.956055
	Iteration 17Q: 3 clusters Score -270457.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -270475.312500 Penalty: 799.956055
	Iteration 18Q: 3 clusters Score -270475.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -270493.687500 Penalty: 799.956055
	Iteration 19Q: 3 clusters Score -270493.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -270519.343750 Penalty: 799.956055
	Iteration 20F: 3 clusters Score -270519.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -270540.687500 Penalty: 799.956055
	Iteration 21Q: 3 clusters Score -270540.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -270559.531250 Penalty: 799.956055
	Iteration 22Q: 3 clusters Score -270559.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -270574.593750 Penalty: 799.956055
	Iteration 23Q: 3 clusters Score -270574.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -270592.218750 Penalty: 799.956055
	Iteration 24Q: 3 clusters Score -270592.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -270603.375000 Penalty: 799.956055
	Iteration 25Q: 3 clusters Score -270603.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -270611.500000 Penalty: 799.956055
	Iteration 26Q: 3 clusters Score -270611.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -270618.968750 Penalty: 799.956055
	Iteration 27Q: 3 clusters Score -270619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -270624.156250 Penalty: 799.956055
	Iteration 28Q: 3 clusters Score -270624.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -270629.656250 Penalty: 799.956055
	Iteration 29Q: 3 clusters Score -270629.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -270634.750000 Penalty: 799.956055
	Iteration 30Q: 3 clusters Score -270634.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -270638.500000 Penalty: 799.956055
	Iteration 31Q: 3 clusters Score -270638.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -270641.937500 Penalty: 799.956055
	Iteration 32Q: 3 clusters Score -270641.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -270647.968750 Penalty: 799.956055
	Iteration 33Q: 3 clusters Score -270648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -270655.906250 Penalty: 799.956055
	Iteration 34Q: 3 clusters Score -270655.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -270665.843750 Penalty: 799.956055
	Iteration 35Q: 3 clusters Score -270665.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -270673.437500 Penalty: 799.956055
	Iteration 36Q: 3 clusters Score -270673.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -270678.062500 Penalty: 799.956055
	Iteration 37Q: 3 clusters Score -270678.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -270681.562500 Penalty: 799.956055
	Iteration 38Q: 3 clusters Score -270681.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -270686.468750 Penalty: 799.956055
	Iteration 39Q: 3 clusters Score -270686.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -270693.218750 Penalty: 799.956055
	Iteration 40F: 3 clusters Score -270693.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -270697.781250 Penalty: 799.956055
	Iteration 41Q: 3 clusters Score -270697.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -270702.781250 Penalty: 799.956055
	Iteration 42Q: 3 clusters Score -270702.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -270707.000000 Penalty: 799.956055
	Iteration 43Q: 3 clusters Score -270707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -270709.062500 Penalty: 799.956055
	Iteration 44Q: 3 clusters Score -270709.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -270711.812500 Penalty: 799.956055
	Iteration 45Q: 3 clusters Score -270711.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -270714.625000 Penalty: 799.956055
	Iteration 46Q: 3 clusters Score -270714.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -270717.343750 Penalty: 799.956055
	Iteration 47Q: 3 clusters Score -270717.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -270720.593750 Penalty: 799.956055
	Iteration 48Q: 3 clusters Score -270720.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -270724.656250 Penalty: 799.956055
	Iteration 49Q: 3 clusters Score -270724.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -270727.531250 Penalty: 799.956055
	Iteration 50Q: 3 clusters Score -270727.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -270729.468750 Penalty: 799.956055
	Iteration 51Q: 3 clusters Score -270729.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -270731.218750 Penalty: 799.956055
	Iteration 52Q: 3 clusters Score -270731.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -270732.593750 Penalty: 799.956055
	Iteration 53Q: 3 clusters Score -270732.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -270734.031250 Penalty: 799.956055
	Iteration 54Q: 3 clusters Score -270734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -270735.281250 Penalty: 799.956055
	Iteration 55Q: 3 clusters Score -270735.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -270735.843750 Penalty: 799.956055
	Iteration 56Q: 3 clusters Score -270735.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -270736.062500 Penalty: 799.956055
	Iteration 57Q: 3 clusters Score -270736.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -270737.093750 Penalty: 799.956055
	Iteration 58Q: 3 clusters Score -270737.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -270737.656250 Penalty: 799.956055
	Iteration 59Q: 3 clusters Score -270737.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -270738.375000 Penalty: 799.956055
	Iteration 60F: 3 clusters Score -270738.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -270738.500000 Penalty: 799.956055
	Iteration 61Q: 3 clusters Score -270738.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -270738.375000 Penalty: 799.956055
	Iteration 62Q: 3 clusters Score -270738.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -270738.218750 Penalty: 799.956055
	Iteration 63Q: 3 clusters Score -270738.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -270738.281250 Penalty: 799.956055
	Iteration 64Q: 3 clusters Score -270738.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -270738.687500 Penalty: 799.956055
	Iteration 65Q: 3 clusters Score -270738.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -270739.000000 Penalty: 799.956055
	Iteration 66Q: 3 clusters Score -270739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -270738.750000 Penalty: 799.956055
	Iteration 67Q: 3 clusters Score -270738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -270738.781250 Penalty: 799.956055
	Iteration 68Q: 3 clusters Score -270738.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -270739.343750 Penalty: 799.956055
	Iteration 69Q: 3 clusters Score -270739.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -270740.218750 Penalty: 799.956055
	Iteration 70Q: 3 clusters Score -270740.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -270740.843750 Penalty: 799.956055
	Iteration 71Q: 3 clusters Score -270740.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -270742.531250 Penalty: 799.956055
	Iteration 72Q: 3 clusters Score -270742.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -270743.312500 Penalty: 799.956055
	Iteration 73Q: 3 clusters Score -270743.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -270744.281250 Penalty: 799.956055
	Iteration 74Q: 3 clusters Score -270744.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -270745.218750 Penalty: 799.956055
	Iteration 75Q: 3 clusters Score -270745.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -270746.062500 Penalty: 799.956055
	Iteration 76Q: 3 clusters Score -270746.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -270746.531250 Penalty: 799.956055
	Iteration 77Q: 3 clusters Score -270746.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -270747.093750 Penalty: 799.956055
	Iteration 78Q: 3 clusters Score -270747.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -270747.062500 Penalty: 799.956055
	Iteration 79Q: 3 clusters Score -270747.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -270747.593750 Penalty: 799.956055
	Iteration 80F: 3 clusters Score -270747.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -270748.093750 Penalty: 799.956055
	Iteration 81Q: 3 clusters Score -270748.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -270749.531250 Penalty: 799.956055
	Iteration 82Q: 3 clusters Score -270749.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -270750.156250 Penalty: 799.956055
	Iteration 83Q: 3 clusters Score -270750.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -270750.468750 Penalty: 799.956055
	Iteration 84Q: 3 clusters Score -270750.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -270750.781250 Penalty: 799.956055
	Iteration 85Q: 3 clusters Score -270750.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -270751.062500 Penalty: 799.956055
	Iteration 86Q: 3 clusters Score -270751.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -270752.656250 Penalty: 799.956055
	Iteration 87Q: 3 clusters Score -270752.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -270754.375000 Penalty: 799.956055
	Iteration 88Q: 3 clusters Score -270754.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -270755.718750 Penalty: 799.956055
	Iteration 89Q: 3 clusters Score -270755.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -270757.375000 Penalty: 799.956055
	Iteration 90Q: 3 clusters Score -270757.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -270758.531250 Penalty: 799.956055
	Iteration 91Q: 3 clusters Score -270758.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -270760.187500 Penalty: 799.956055
	Iteration 92Q: 3 clusters Score -270760.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -270760.812500 Penalty: 799.956055
	Iteration 93Q: 3 clusters Score -270760.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -270760.843750 Penalty: 799.956055
	Iteration 94Q: 3 clusters Score -270760.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -270760.937500 Penalty: 799.956055
	Iteration 95Q: 3 clusters Score -270760.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -270761.000000 Penalty: 799.956055
	Iteration 96Q: 3 clusters Score -270761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -270760.937500 Penalty: 799.956055
	Iteration 97Q: 3 clusters Score -270760.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -270761.937500 Penalty: 799.956055
	Iteration 98Q: 3 clusters Score -270761.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -270761.968750 Penalty: 799.956055
	Iteration 99Q: 3 clusters Score -270762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -270762.125000 Penalty: 799.956055
	Iteration 100F: 3 clusters Score -270762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -270762.375000 Penalty: 799.956055
	Iteration 101Q: 3 clusters Score -270762.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -270762.437500 Penalty: 799.956055
	Iteration 102Q: 3 clusters Score -270762.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -270762.312500 Penalty: 799.956055
	Iteration 103Q: 3 clusters Score -270762.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -270762.781250 Penalty: 799.956055
	Iteration 104Q: 3 clusters Score -270762.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -270763.093750 Penalty: 799.956055
	Iteration 105Q: 3 clusters Score -270763.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -270763.750000 Penalty: 799.956055
	Iteration 106Q: 3 clusters Score -270763.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -270764.531250 Penalty: 799.956055
	Iteration 107Q: 3 clusters Score -270764.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -270765.343750 Penalty: 799.956055
	Iteration 108Q: 3 clusters Score -270765.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -270766.687500 Penalty: 799.956055
	Iteration 109Q: 3 clusters Score -270766.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -270768.250000 Penalty: 799.956055
	Iteration 110Q: 3 clusters Score -270768.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -270768.937500 Penalty: 799.956055
	Iteration 111Q: 3 clusters Score -270768.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -270769.968750 Penalty: 799.956055
	Iteration 112Q: 3 clusters Score -270770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -270770.937500 Penalty: 799.956055
	Iteration 113Q: 3 clusters Score -270770.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -270771.906250 Penalty: 799.956055
	Iteration 114Q: 3 clusters Score -270771.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -270775.781250 Penalty: 799.956055
	Iteration 115Q: 3 clusters Score -270775.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -270778.406250 Penalty: 799.956055
	Iteration 116Q: 3 clusters Score -270778.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -270781.250000 Penalty: 799.956055
	Iteration 117Q: 3 clusters Score -270781.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -270783.312500 Penalty: 799.956055
	Iteration 118Q: 3 clusters Score -270783.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -270785.250000 Penalty: 799.956055
	Iteration 119Q: 3 clusters Score -270785.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -270787.343750 Penalty: 799.956055
	Iteration 120F: 3 clusters Score -270787.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -270788.625000 Penalty: 799.956055
	Iteration 121Q: 3 clusters Score -270788.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -270789.437500 Penalty: 799.956055
	Iteration 122Q: 3 clusters Score -270789.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -270791.250000 Penalty: 799.956055
	Iteration 123Q: 3 clusters Score -270791.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -270792.343750 Penalty: 799.956055
	Iteration 124Q: 3 clusters Score -270792.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -270795.406250 Penalty: 799.956055
	Iteration 125Q: 3 clusters Score -270795.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -270798.281250 Penalty: 799.956055
	Iteration 126Q: 3 clusters Score -270798.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -270800.843750 Penalty: 799.956055
	Iteration 127Q: 3 clusters Score -270800.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -270803.687500 Penalty: 799.956055
	Iteration 128Q: 3 clusters Score -270803.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -270806.531250 Penalty: 799.956055
	Iteration 129Q: 3 clusters Score -270806.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -270809.312500 Penalty: 799.956055
	Iteration 130Q: 3 clusters Score -270809.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -270811.281250 Penalty: 799.956055
	Iteration 131Q: 3 clusters Score -270811.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -270813.031250 Penalty: 799.956055
	Iteration 132Q: 3 clusters Score -270813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -270816.937500 Penalty: 799.956055
	Iteration 133Q: 3 clusters Score -270816.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -270821.812500 Penalty: 799.956055
	Iteration 134Q: 3 clusters Score -270821.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -270825.218750 Penalty: 799.956055
	Iteration 135Q: 3 clusters Score -270825.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -270830.187500 Penalty: 799.956055
	Iteration 136Q: 3 clusters Score -270830.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -270831.437500 Penalty: 799.956055
	Iteration 137Q: 3 clusters Score -270831.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -270833.062500 Penalty: 799.956055
	Iteration 138Q: 3 clusters Score -270833.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -270833.968750 Penalty: 799.956055
	Iteration 139Q: 3 clusters Score -270834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -270834.562500 Penalty: 799.956055
	Iteration 140F: 3 clusters Score -270834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -270835.593750 Penalty: 799.956055
	Iteration 141Q: 3 clusters Score -270835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -270835.437500 Penalty: 799.956055
	Iteration 142Q: 3 clusters Score -270835.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -270835.593750 Penalty: 799.956055
	Iteration 143Q: 3 clusters Score -270835.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -270835.593750 Penalty: 799.956055
	Iteration 144F: 3 clusters Score -270835.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -169042.953125 Penalty: 378.867493
	Iteration 0F: 2 clusters Score -169043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -166207.500000 Penalty: 757.734985
	Iteration 0F: 3 clusters Score -166207.5 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -167319.062500 Penalty: 757.734985
	Iteration 1F: 3 clusters Score -167319.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -167523.359375 Penalty: 757.734985
	Iteration 2F: 3 clusters Score -167523.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -167783.718750 Penalty: 757.734985
	Iteration 3F: 3 clusters Score -167783.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -168109.421875 Penalty: 757.734985
	Iteration 4F: 3 clusters Score -168109.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -168403.562500 Penalty: 757.734985
	Iteration 5F: 3 clusters Score -168403.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -168629.140625 Penalty: 757.734985
	Iteration 6F: 3 clusters Score -168629.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -168763.468750 Penalty: 757.734985
	Iteration 7Q: 3 clusters Score -168763.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -168842.343750 Penalty: 757.734985
	Iteration 8Q: 3 clusters Score -168842.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -168868.296875 Penalty: 757.734985
	Iteration 9Q: 3 clusters Score -168868.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -168883.359375 Penalty: 757.734985
	Iteration 10Q: 3 clusters Score -168883.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -168888.468750 Penalty: 757.734985
	Iteration 11Q: 3 clusters Score -168888.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -168892.718750 Penalty: 757.734985
	Iteration 12Q: 3 clusters Score -168892.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -168894.078125 Penalty: 757.734985
	Iteration 13Q: 3 clusters Score -168894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -168894.375000 Penalty: 757.734985
	Iteration 14Q: 3 clusters Score -168894.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -168895.312500 Penalty: 757.734985
	Iteration 15Q: 3 clusters Score -168895.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -168896.140625 Penalty: 757.734985
	Iteration 16Q: 3 clusters Score -168896.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -168897.593750 Penalty: 757.734985
	Iteration 17Q: 3 clusters Score -168897.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -168899.203125 Penalty: 757.734985
	Iteration 18Q: 3 clusters Score -168899.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -168900.343750 Penalty: 757.734985
	Iteration 19Q: 3 clusters Score -168900.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -168900.437500 Penalty: 757.734985
	Iteration 20F: 3 clusters Score -168900.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -168900.546875 Penalty: 757.734985
	Iteration 21Q: 3 clusters Score -168900.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -168901.031250 Penalty: 757.734985
	Iteration 22Q: 3 clusters Score -168901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -168901.656250 Penalty: 757.734985
	Iteration 23Q: 3 clusters Score -168901.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -168901.921875 Penalty: 757.734985
	Iteration 24Q: 3 clusters Score -168901.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -168901.921875 Penalty: 757.734985
	Iteration 25F: 3 clusters Score -168901.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Entering Unmasked Estep 
Score: -56202.117188 Penalty: 335.744873
	Iteration 0F: 2 clusters Score -56202.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -55010.171875 Penalty: 671.489746
	Iteration 0F: 3 clusters Score -55010.17 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -55433.578125 Penalty: 671.489746
	Iteration 1F: 3 clusters Score -55433.58 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -55550.687500 Penalty: 671.489746
	Iteration 2F: 3 clusters Score -55550.69 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -55642.039062 Penalty: 671.489746
	Iteration 3F: 3 clusters Score -55642.04 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -55717.382812 Penalty: 671.489746
	Iteration 4F: 3 clusters Score -55717.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -55762.921875 Penalty: 671.489746
	Iteration 5Q: 3 clusters Score -55762.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -55794.261719 Penalty: 671.489746
	Iteration 6Q: 3 clusters Score -55794.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -55833.898438 Penalty: 671.489746
	Iteration 7Q: 3 clusters Score -55833.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -55867.242188 Penalty: 671.489746
	Iteration 8Q: 3 clusters Score -55867.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -55885.703125 Penalty: 671.489746
	Iteration 9Q: 3 clusters Score -55885.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -55898.359375 Penalty: 671.489746
	Iteration 10Q: 3 clusters Score -55898.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -55907.863281 Penalty: 671.489746
	Iteration 11Q: 3 clusters Score -55907.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -55919.914062 Penalty: 671.489746
	Iteration 12Q: 3 clusters Score -55919.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -55925.542969 Penalty: 671.489746
	Iteration 13Q: 3 clusters Score -55925.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -55931.199219 Penalty: 671.489746
	Iteration 14Q: 3 clusters Score -55931.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -55933.539062 Penalty: 671.489746
	Iteration 15Q: 3 clusters Score -55933.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -55935.210938 Penalty: 671.489746
	Iteration 16Q: 3 clusters Score -55935.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -55937.445312 Penalty: 671.489746
	Iteration 17Q: 3 clusters Score -55937.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -55937.574219 Penalty: 671.489746
	Iteration 18Q: 3 clusters Score -55937.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -55937.730469 Penalty: 671.489746
	Iteration 19Q: 3 clusters Score -55937.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -55937.988281 Penalty: 671.489746
	Iteration 20F: 3 clusters Score -55937.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -55938.050781 Penalty: 671.489746
	Iteration 21Q: 3 clusters Score -55938.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -55938.050781 Penalty: 671.489746
	Iteration 22F: 3 clusters Score -55938.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Entering Unmasked Estep 
Score: -49614.558594 Penalty: 332.872711
	Iteration 0F: 2 clusters Score -49614.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -48482.285156 Penalty: 665.745422
	Iteration 0F: 3 clusters Score -48482.29 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -48916.101562 Penalty: 665.745422
	Iteration 1F: 3 clusters Score -48916.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -49060.003906 Penalty: 665.745422
	Iteration 2F: 3 clusters Score -49060 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -49178.207031 Penalty: 665.745422
	Iteration 3F: 3 clusters Score -49178.21 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -49330.757812 Penalty: 665.745422
	Iteration 4F: 3 clusters Score -49330.76 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -49510.207031 Penalty: 665.745422
	Iteration 5F: 3 clusters Score -49510.21 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -49705.933594 Penalty: 665.745422
	Iteration 6F: 3 clusters Score -49705.93 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -49824.546875 Penalty: 665.745422
	Iteration 7F: 3 clusters Score -49824.55 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -49866.074219 Penalty: 665.745422
	Iteration 8Q: 3 clusters Score -49866.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -49894.878906 Penalty: 665.745422
	Iteration 9Q: 3 clusters Score -49894.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -49917.082031 Penalty: 665.745422
	Iteration 10Q: 3 clusters Score -49917.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -49934.492188 Penalty: 665.745422
	Iteration 11Q: 3 clusters Score -49934.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -49941.472656 Penalty: 665.745422
	Iteration 12Q: 3 clusters Score -49941.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -49947.121094 Penalty: 665.745422
	Iteration 13Q: 3 clusters Score -49947.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -49951.089844 Penalty: 665.745422
	Iteration 14Q: 3 clusters Score -49951.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -49953.726562 Penalty: 665.745422
	Iteration 15Q: 3 clusters Score -49953.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -49954.191406 Penalty: 665.745422
	Iteration 16Q: 3 clusters Score -49954.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -49954.191406 Penalty: 665.745422
	Iteration 17F: 3 clusters Score -49954.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 3 contains 9616 members 
Mstep: Class 4 contains 1338 members 
Mstep: Class 5 contains 842 members 
Mstep: Class 6 contains 20972 members 
Mstep: Class 7 contains 90560 members 
Mstep: Class 8 contains 1507 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 218143 members 
Mstep: Class 14 contains 6573 members 
Mstep: Class 15 contains 4133 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 12367 members 
Mstep: Class 22 contains 2004 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 2533 members 
Mstep: Class 25 contains 687 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 5789 members 
Mstep: Class 28 contains 29062 members 
Mstep: Class 29 contains 1694 members 
Mstep: Class 30 contains 3887 members 
Mstep: Class 31 contains 4327 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 1114 members 
Mstep: Class 35 contains 266979 members 
Mstep: Class 36 contains 511 members 
Entering Unmasked Estep 
Score: -28313206.000000 Penalty: 22114.306641
Splitting cluster 17 changes total score from -28283756.000000 to -28313206.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 18 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -60956.457031 Penalty: 339.609131
	Iteration 0F: 2 clusters Score -60956.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -59708.941406 Penalty: 679.218262
	Iteration 0F: 3 clusters Score -59708.94 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -60266.035156 Penalty: 679.218262
	Iteration 1F: 3 clusters Score -60266.04 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -60422.292969 Penalty: 679.218262
	Iteration 2F: 3 clusters Score -60422.29 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -60584.906250 Penalty: 679.218262
	Iteration 3F: 3 clusters Score -60584.91 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -60779.777344 Penalty: 679.218262
	Iteration 4F: 3 clusters Score -60779.78 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -60916.300781 Penalty: 679.218262
	Iteration 5F: 3 clusters Score -60916.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -60995.000000 Penalty: 679.218262
	Iteration 6Q: 3 clusters Score -60995 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -61023.785156 Penalty: 679.218262
	Iteration 7Q: 3 clusters Score -61023.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -61041.507812 Penalty: 679.218262
	Iteration 8Q: 3 clusters Score -61041.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -61062.468750 Penalty: 679.218262
	Iteration 9Q: 3 clusters Score -61062.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -61086.734375 Penalty: 679.218262
	Iteration 10Q: 3 clusters Score -61086.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -61113.503906 Penalty: 679.218262
	Iteration 11Q: 3 clusters Score -61113.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -61133.453125 Penalty: 679.218262
	Iteration 12Q: 3 clusters Score -61133.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -61147.503906 Penalty: 679.218262
	Iteration 13Q: 3 clusters Score -61147.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -61160.808594 Penalty: 679.218262
	Iteration 14Q: 3 clusters Score -61160.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -61169.578125 Penalty: 679.218262
	Iteration 15Q: 3 clusters Score -61169.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -61174.589844 Penalty: 679.218262
	Iteration 16Q: 3 clusters Score -61174.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -61181.363281 Penalty: 679.218262
	Iteration 17Q: 3 clusters Score -61181.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -61184.589844 Penalty: 679.218262
	Iteration 18Q: 3 clusters Score -61184.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -61186.753906 Penalty: 679.218262
	Iteration 19Q: 3 clusters Score -61186.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -61187.894531 Penalty: 679.218262
	Iteration 20F: 3 clusters Score -61187.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -61188.296875 Penalty: 679.218262
	Iteration 21Q: 3 clusters Score -61188.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -61188.347656 Penalty: 679.218262
	Iteration 22Q: 3 clusters Score -61188.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -61188.347656 Penalty: 679.218262
	Iteration 23F: 3 clusters Score -61188.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 3 contains 9616 members 
Mstep: Class 4 contains 1338 members 
Mstep: Class 5 contains 842 members 
Mstep: Class 6 contains 20972 members 
Mstep: Class 7 contains 90560 members 
Mstep: Class 8 contains 1507 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 218143 members 
Mstep: Class 14 contains 6573 members 
Mstep: Class 15 contains 4133 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 1120 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 12367 members 
Mstep: Class 22 contains 2004 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 2533 members 
Mstep: Class 25 contains 687 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 5789 members 
Mstep: Class 28 contains 29062 members 
Mstep: Class 29 contains 1694 members 
Mstep: Class 30 contains 3887 members 
Mstep: Class 31 contains 4327 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 1114 members 
Mstep: Class 35 contains 266979 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 624 members 
Entering Unmasked Estep 
Score: -28313172.000000 Penalty: 22728.593750
Splitting cluster 18 changes total score from -28283756.000000 to -28313172.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 19 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -37729.675781 Penalty: 315.868134
	Iteration 0F: 2 clusters Score -37729.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -36903.757812 Penalty: 631.736267
	Iteration 0F: 3 clusters Score -36903.76 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -37245.535156 Penalty: 631.736267
	Iteration 1F: 3 clusters Score -37245.54 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -37324.988281 Penalty: 631.736267
	Iteration 2F: 3 clusters Score -37324.99 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37364.816406 Penalty: 631.736267
	Iteration 3F: 3 clusters Score -37364.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -37391.027344 Penalty: 631.736267
	Iteration 4Q: 3 clusters Score -37391.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -37420.386719 Penalty: 631.736267
	Iteration 5Q: 3 clusters Score -37420.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37454.390625 Penalty: 631.736267
	Iteration 6Q: 3 clusters Score -37454.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37476.218750 Penalty: 631.736267
	Iteration 7Q: 3 clusters Score -37476.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37486.429688 Penalty: 631.736267
	Iteration 8Q: 3 clusters Score -37486.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37492.070312 Penalty: 631.736267
	Iteration 9Q: 3 clusters Score -37492.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37496.046875 Penalty: 631.736267
	Iteration 10Q: 3 clusters Score -37496.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37499.218750 Penalty: 631.736267
	Iteration 11Q: 3 clusters Score -37499.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37502.636719 Penalty: 631.736267
	Iteration 12Q: 3 clusters Score -37502.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37513.019531 Penalty: 631.736267
	Iteration 13Q: 3 clusters Score -37513.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37516.945312 Penalty: 631.736267
	Iteration 14Q: 3 clusters Score -37516.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37517.875000 Penalty: 631.736267
	Iteration 15Q: 3 clusters Score -37517.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37518.402344 Penalty: 631.736267
	Iteration 16Q: 3 clusters Score -37518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37519.007812 Penalty: 631.736267
	Iteration 17Q: 3 clusters Score -37519.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37519.675781 Penalty: 631.736267
	Iteration 18Q: 3 clusters Score -37519.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37520.109375 Penalty: 631.736267
	Iteration 19Q: 3 clusters Score -37520.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37521.027344 Penalty: 631.736267
	Iteration 20F: 3 clusters Score -37521.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Entering Unmasked Estep 
Score: -535848.500000 Penalty: 433.261353
	Iteration 0F: 2 clusters Score -535848.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -526671.250000 Penalty: 866.522705
	Iteration 0F: 3 clusters Score -526671.2 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -530987.437500 Penalty: 866.522705
	Iteration 1F: 3 clusters Score -530987.4 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -531463.187500 Penalty: 866.522705
	Iteration 2F: 3 clusters Score -531463.2 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -532000.750000 Penalty: 866.522705
	Iteration 3F: 3 clusters Score -532000.8 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -532556.812500 Penalty: 866.522705
	Iteration 4F: 3 clusters Score -532556.8 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -533096.937500 Penalty: 866.522705
	Iteration 5F: 3 clusters Score -533096.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -533617.687500 Penalty: 866.522705
	Iteration 6Q: 3 clusters Score -533617.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -533989.937500 Penalty: 866.522705
	Iteration 7Q: 3 clusters Score -533989.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -534223.125000 Penalty: 866.522705
	Iteration 8Q: 3 clusters Score -534223.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -534378.562500 Penalty: 866.522705
	Iteration 9Q: 3 clusters Score -534378.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -534502.625000 Penalty: 866.522705
	Iteration 10Q: 3 clusters Score -534502.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -534614.125000 Penalty: 866.522705
	Iteration 11Q: 3 clusters Score -534614.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -534745.625000 Penalty: 866.522705
	Iteration 12Q: 3 clusters Score -534745.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -534906.687500 Penalty: 866.522705
	Iteration 13Q: 3 clusters Score -534906.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -535064.625000 Penalty: 866.522705
	Iteration 14Q: 3 clusters Score -535064.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -535199.312500 Penalty: 866.522705
	Iteration 15Q: 3 clusters Score -535199.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -535310.875000 Penalty: 866.522705
	Iteration 16Q: 3 clusters Score -535310.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -535402.937500 Penalty: 866.522705
	Iteration 17Q: 3 clusters Score -535402.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -535449.875000 Penalty: 866.522705
	Iteration 18Q: 3 clusters Score -535449.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -535479.187500 Penalty: 866.522705
	Iteration 19Q: 3 clusters Score -535479.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -535506.937500 Penalty: 866.522705
	Iteration 20F: 3 clusters Score -535506.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -535527.437500 Penalty: 866.522705
	Iteration 21Q: 3 clusters Score -535527.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -535542.750000 Penalty: 866.522705
	Iteration 22Q: 3 clusters Score -535542.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -535553.437500 Penalty: 866.522705
	Iteration 23Q: 3 clusters Score -535553.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -535564.937500 Penalty: 866.522705
	Iteration 24Q: 3 clusters Score -535564.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -535570.500000 Penalty: 866.522705
	Iteration 25Q: 3 clusters Score -535570.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -535574.812500 Penalty: 866.522705
	Iteration 26Q: 3 clusters Score -535574.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -535577.875000 Penalty: 866.522705
	Iteration 27Q: 3 clusters Score -535577.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -535580.500000 Penalty: 866.522705
	Iteration 28Q: 3 clusters Score -535580.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -535582.375000 Penalty: 866.522705
	Iteration 29Q: 3 clusters Score -535582.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -535585.312500 Penalty: 866.522705
	Iteration 30Q: 3 clusters Score -535585.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -535587.125000 Penalty: 866.522705
	Iteration 31Q: 3 clusters Score -535587.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -535589.812500 Penalty: 866.522705
	Iteration 32Q: 3 clusters Score -535589.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -535592.500000 Penalty: 866.522705
	Iteration 33Q: 3 clusters Score -535592.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -535594.937500 Penalty: 866.522705
	Iteration 34Q: 3 clusters Score -535594.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -535595.812500 Penalty: 866.522705
	Iteration 35Q: 3 clusters Score -535595.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -535600.187500 Penalty: 866.522705
	Iteration 36Q: 3 clusters Score -535600.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -535600.312500 Penalty: 866.522705
	Iteration 37Q: 3 clusters Score -535600.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -535600.562500 Penalty: 866.522705
	Iteration 38Q: 3 clusters Score -535600.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -535603.125000 Penalty: 866.522705
	Iteration 39Q: 3 clusters Score -535603.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -535604.187500 Penalty: 866.522705
	Iteration 40F: 3 clusters Score -535604.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -535604.125000 Penalty: 866.522705
	Iteration 41Q: 3 clusters Score -535604.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -535604.437500 Penalty: 866.522705
	Iteration 42Q: 3 clusters Score -535604.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -535604.625000 Penalty: 866.522705
	Iteration 43Q: 3 clusters Score -535604.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -535606.437500 Penalty: 866.522705
	Iteration 44Q: 3 clusters Score -535606.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -535605.437500 Penalty: 866.522705
	Iteration 45Q: 3 clusters Score -535605.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -535606.125000 Penalty: 866.522705
	Iteration 46Q: 3 clusters Score -535606.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -535606.562500 Penalty: 866.522705
	Iteration 47Q: 3 clusters Score -535606.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -535606.812500 Penalty: 866.522705
	Iteration 48Q: 3 clusters Score -535606.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -535606.875000 Penalty: 866.522705
	Iteration 49Q: 3 clusters Score -535606.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -535607.937500 Penalty: 866.522705
	Iteration 50Q: 3 clusters Score -535607.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -535608.375000 Penalty: 866.522705
	Iteration 51Q: 3 clusters Score -535608.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -535608.250000 Penalty: 866.522705
	Iteration 52Q: 3 clusters Score -535608.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -535609.500000 Penalty: 866.522705
	Iteration 53Q: 3 clusters Score -535609.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -535609.875000 Penalty: 866.522705
	Iteration 54Q: 3 clusters Score -535609.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -535609.812500 Penalty: 866.522705
	Iteration 55Q: 3 clusters Score -535609.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -535611.937500 Penalty: 866.522705
	Iteration 56Q: 3 clusters Score -535611.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -535613.812500 Penalty: 866.522705
	Iteration 57Q: 3 clusters Score -535613.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -535612.875000 Penalty: 866.522705
	Iteration 58Q: 3 clusters Score -535612.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -535612.625000 Penalty: 866.522705
	Iteration 59Q: 3 clusters Score -535612.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -535612.187500 Penalty: 866.522705
	Iteration 60F: 3 clusters Score -535612.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -535612.937500 Penalty: 866.522705
	Iteration 61Q: 3 clusters Score -535612.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -535613.812500 Penalty: 866.522705
	Iteration 62Q: 3 clusters Score -535613.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -535614.312500 Penalty: 866.522705
	Iteration 63Q: 3 clusters Score -535614.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -535613.812500 Penalty: 866.522705
	Iteration 64Q: 3 clusters Score -535613.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -535614.250000 Penalty: 866.522705
	Iteration 65Q: 3 clusters Score -535614.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -535614.250000 Penalty: 866.522705
	Iteration 66Q: 3 clusters Score -535614.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -535614.875000 Penalty: 866.522705
	Iteration 67Q: 3 clusters Score -535614.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -535615.687500 Penalty: 866.522705
	Iteration 68Q: 3 clusters Score -535615.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -535615.562500 Penalty: 866.522705
	Iteration 69Q: 3 clusters Score -535615.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -535615.250000 Penalty: 866.522705
	Iteration 70Q: 3 clusters Score -535615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -535615.437500 Penalty: 866.522705
	Iteration 71Q: 3 clusters Score -535615.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -535615.375000 Penalty: 866.522705
	Iteration 72Q: 3 clusters Score -535615.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -535616.437500 Penalty: 866.522705
	Iteration 73Q: 3 clusters Score -535616.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -535616.437500 Penalty: 866.522705
	Iteration 74F: 3 clusters Score -535616.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Entering Unmasked Estep 
Score: -481827.562500 Penalty: 428.736786
	Iteration 0F: 2 clusters Score -481827.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -473625.187500 Penalty: 857.473572
	Iteration 0F: 3 clusters Score -473625.2 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -476991.937500 Penalty: 857.473572
	Iteration 1F: 3 clusters Score -476991.9 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -477444.343750 Penalty: 857.473572
	Iteration 2F: 3 clusters Score -477444.3 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -478049.687500 Penalty: 857.473572
	Iteration 3F: 3 clusters Score -478049.7 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -478739.500000 Penalty: 857.473572
	Iteration 4F: 3 clusters Score -478739.5 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -479451.500000 Penalty: 857.473572
	Iteration 5F: 3 clusters Score -479451.5 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -480075.562500 Penalty: 857.473572
	Iteration 6F: 3 clusters Score -480075.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -480590.781250 Penalty: 857.473572
	Iteration 7Q: 3 clusters Score -480590.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -480906.156250 Penalty: 857.473572
	Iteration 8Q: 3 clusters Score -480906.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -481136.312500 Penalty: 857.473572
	Iteration 9Q: 3 clusters Score -481136.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -481267.250000 Penalty: 857.473572
	Iteration 10Q: 3 clusters Score -481267.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -481329.468750 Penalty: 857.473572
	Iteration 11Q: 3 clusters Score -481329.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -481369.562500 Penalty: 857.473572
	Iteration 12Q: 3 clusters Score -481369.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -481404.968750 Penalty: 857.473572
	Iteration 13Q: 3 clusters Score -481405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -481428.531250 Penalty: 857.473572
	Iteration 14Q: 3 clusters Score -481428.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -481440.000000 Penalty: 857.473572
	Iteration 15Q: 3 clusters Score -481440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -481446.968750 Penalty: 857.473572
	Iteration 16Q: 3 clusters Score -481447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -481452.343750 Penalty: 857.473572
	Iteration 17Q: 3 clusters Score -481452.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -481458.250000 Penalty: 857.473572
	Iteration 18Q: 3 clusters Score -481458.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -481461.125000 Penalty: 857.473572
	Iteration 19Q: 3 clusters Score -481461.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -481463.156250 Penalty: 857.473572
	Iteration 20F: 3 clusters Score -481463.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -481463.062500 Penalty: 857.473572
	Iteration 21Q: 3 clusters Score -481463.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -481462.625000 Penalty: 857.473572
	Iteration 22Q: 3 clusters Score -481462.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -481462.625000 Penalty: 857.473572
	Iteration 23F: 3 clusters Score -481462.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -66477.039062 Penalty: 345.931976
	Iteration 0F: 2 clusters Score -66477.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -65076.246094 Penalty: 691.863953
	Iteration 0F: 3 clusters Score -65076.25 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -65773.492188 Penalty: 691.863953
	Iteration 1F: 3 clusters Score -65773.49 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -65993.203125 Penalty: 691.863953
	Iteration 2F: 3 clusters Score -65993.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -66128.257812 Penalty: 691.863953
	Iteration 3F: 3 clusters Score -66128.26 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -66227.765625 Penalty: 691.863953
	Iteration 4F: 3 clusters Score -66227.77 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -66324.859375 Penalty: 691.863953
	Iteration 5F: 3 clusters Score -66324.86 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -66382.679688 Penalty: 691.863953
	Iteration 6Q: 3 clusters Score -66382.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -66427.718750 Penalty: 691.863953
	Iteration 7Q: 3 clusters Score -66427.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -66468.015625 Penalty: 691.863953
	Iteration 8Q: 3 clusters Score -66468.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -66492.718750 Penalty: 691.863953
	Iteration 9Q: 3 clusters Score -66492.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -66513.203125 Penalty: 691.863953
	Iteration 10Q: 3 clusters Score -66513.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -66523.117188 Penalty: 691.863953
	Iteration 11Q: 3 clusters Score -66523.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -66528.625000 Penalty: 691.863953
	Iteration 12Q: 3 clusters Score -66528.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -66533.648438 Penalty: 691.863953
	Iteration 13Q: 3 clusters Score -66533.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -66538.414062 Penalty: 691.863953
	Iteration 14Q: 3 clusters Score -66538.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -66541.992188 Penalty: 691.863953
	Iteration 15Q: 3 clusters Score -66541.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -66543.851562 Penalty: 691.863953
	Iteration 16Q: 3 clusters Score -66543.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -66544.796875 Penalty: 691.863953
	Iteration 17Q: 3 clusters Score -66544.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -66544.890625 Penalty: 691.863953
	Iteration 18Q: 3 clusters Score -66544.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -66545.132812 Penalty: 691.863953
	Iteration 19Q: 3 clusters Score -66545.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -66545.390625 Penalty: 691.863953
	Iteration 20F: 3 clusters Score -66545.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -66545.835938 Penalty: 691.863953
	Iteration 21Q: 3 clusters Score -66545.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -66546.367188 Penalty: 691.863953
	Iteration 22Q: 3 clusters Score -66546.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -66546.367188 Penalty: 691.863953
	Iteration 23F: 3 clusters Score -66546.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 3 contains 9616 members 
Mstep: Class 4 contains 1338 members 
Mstep: Class 5 contains 842 members 
Mstep: Class 6 contains 20972 members 
Mstep: Class 7 contains 90560 members 
Mstep: Class 8 contains 1507 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 218143 members 
Mstep: Class 14 contains 6573 members 
Mstep: Class 15 contains 4133 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 1120 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 12367 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 2533 members 
Mstep: Class 25 contains 687 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 5789 members 
Mstep: Class 28 contains 29062 members 
Mstep: Class 29 contains 1694 members 
Mstep: Class 30 contains 3887 members 
Mstep: Class 31 contains 4327 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 1114 members 
Mstep: Class 35 contains 266979 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 1669 members 
Entering Unmasked Estep 
Score: -28312940.000000 Penalty: 23342.880859
Splitting cluster 22 changes total score from -28283756.000000 to -28312940.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 23 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -16045.952148 Penalty: 281.284882
	Iteration 0F: 2 clusters Score -16045.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15555.286133 Penalty: 562.569763
	Iteration 0F: 3 clusters Score -15555.29 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15713.532227 Penalty: 562.569763
	Iteration 1F: 3 clusters Score -15713.53 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15791.712891 Penalty: 562.569763
	Iteration 2F: 3 clusters Score -15791.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15844.693359 Penalty: 562.569763
	Iteration 3F: 3 clusters Score -15844.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -15894.911133 Penalty: 562.569763
	Iteration 4F: 3 clusters Score -15894.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15936.584961 Penalty: 562.569763
	Iteration 5Q: 3 clusters Score -15936.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15952.536133 Penalty: 562.569763
	Iteration 6Q: 3 clusters Score -15952.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15977.080078 Penalty: 562.569763
	Iteration 7Q: 3 clusters Score -15977.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15996.856445 Penalty: 562.569763
	Iteration 8Q: 3 clusters Score -15996.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16003.315430 Penalty: 562.569763
	Iteration 9Q: 3 clusters Score -16003.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16011.655273 Penalty: 562.569763
	Iteration 10Q: 3 clusters Score -16011.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16020.942383 Penalty: 562.569763
	Iteration 11Q: 3 clusters Score -16020.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16028.054688 Penalty: 562.569763
	Iteration 12Q: 3 clusters Score -16028.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16032.084961 Penalty: 562.569763
	Iteration 13Q: 3 clusters Score -16032.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16033.312500 Penalty: 562.569763
	Iteration 14Q: 3 clusters Score -16033.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16033.846680 Penalty: 562.569763
	Iteration 15Q: 3 clusters Score -16033.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16037.350586 Penalty: 562.569763
	Iteration 16Q: 3 clusters Score -16037.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16039.504883 Penalty: 562.569763
	Iteration 17Q: 3 clusters Score -16039.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -16041.456055 Penalty: 562.569763
	Iteration 18Q: 3 clusters Score -16041.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16043.123047 Penalty: 562.569763
	Iteration 19Q: 3 clusters Score -16043.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16044.266602 Penalty: 562.569763
	Iteration 20F: 3 clusters Score -16044.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16045.961914 Penalty: 562.569763
	Iteration 21Q: 3 clusters Score -16045.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16045.961914 Penalty: 562.569763
	Iteration 22F: 3 clusters Score -16045.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 3 contains 9616 members 
Mstep: Class 4 contains 1338 members 
Mstep: Class 5 contains 842 members 
Mstep: Class 6 contains 20972 members 
Mstep: Class 7 contains 90560 members 
Mstep: Class 8 contains 1507 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 218143 members 
Mstep: Class 14 contains 6573 members 
Mstep: Class 15 contains 4133 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 1120 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 12367 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 2533 members 
Mstep: Class 25 contains 687 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 5789 members 
Mstep: Class 28 contains 29062 members 
Mstep: Class 29 contains 1694 members 
Mstep: Class 30 contains 3887 members 
Mstep: Class 31 contains 4327 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 1114 members 
Mstep: Class 35 contains 266979 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 1669 members 
Mstep: Class 39 contains 241 members 
Entering Unmasked Estep 
Score: -28312602.000000 Penalty: 23957.166016
Splitting cluster 23 changes total score from -28283756.000000 to -28312602.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 24 (2533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Entering Unmasked Estep 
Score: -89557.742188 Penalty: 356.590759
	Iteration 0F: 2 clusters Score -89557.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -87794.867188 Penalty: 713.181519
	Iteration 0F: 3 clusters Score -87794.87 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -88498.875000 Penalty: 713.181519
	Iteration 1F: 3 clusters Score -88498.88 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -88635.453125 Penalty: 713.181519
	Iteration 2F: 3 clusters Score -88635.45 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -88790.757812 Penalty: 713.181519
	Iteration 3F: 3 clusters Score -88790.76 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -88932.265625 Penalty: 713.181519
	Iteration 4F: 3 clusters Score -88932.27 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -89061.968750 Penalty: 713.181519
	Iteration 5F: 3 clusters Score -89061.97 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -89168.570312 Penalty: 713.181519
	Iteration 6F: 3 clusters Score -89168.57 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -89246.476562 Penalty: 713.181519
	Iteration 7Q: 3 clusters Score -89246.48 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -89303.023438 Penalty: 713.181519
	Iteration 8Q: 3 clusters Score -89303.02 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -89341.921875 Penalty: 713.181519
	Iteration 9Q: 3 clusters Score -89341.92 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -89368.406250 Penalty: 713.181519
	Iteration 10Q: 3 clusters Score -89368.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -89389.953125 Penalty: 713.181519
	Iteration 11Q: 3 clusters Score -89389.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -89407.835938 Penalty: 713.181519
	Iteration 12Q: 3 clusters Score -89407.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -89416.609375 Penalty: 713.181519
	Iteration 13Q: 3 clusters Score -89416.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -89421.546875 Penalty: 713.181519
	Iteration 14Q: 3 clusters Score -89421.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -89427.546875 Penalty: 713.181519
	Iteration 15Q: 3 clusters Score -89427.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -89434.312500 Penalty: 713.181519
	Iteration 16Q: 3 clusters Score -89434.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -89439.140625 Penalty: 713.181519
	Iteration 17Q: 3 clusters Score -89439.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -89441.937500 Penalty: 713.181519
	Iteration 18Q: 3 clusters Score -89441.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -89447.773438 Penalty: 713.181519
	Iteration 19Q: 3 clusters Score -89447.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -89453.539062 Penalty: 713.181519
	Iteration 20F: 3 clusters Score -89453.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -89457.960938 Penalty: 713.181519
	Iteration 21Q: 3 clusters Score -89457.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -89462.867188 Penalty: 713.181519
	Iteration 22Q: 3 clusters Score -89462.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -89467.843750 Penalty: 713.181519
	Iteration 23Q: 3 clusters Score -89467.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -89471.898438 Penalty: 713.181519
	Iteration 24Q: 3 clusters Score -89471.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -89476.109375 Penalty: 713.181519
	Iteration 25Q: 3 clusters Score -89476.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -89481.000000 Penalty: 713.181519
	Iteration 26Q: 3 clusters Score -89481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -89483.250000 Penalty: 713.181519
	Iteration 27Q: 3 clusters Score -89483.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -89486.101562 Penalty: 713.181519
	Iteration 28Q: 3 clusters Score -89486.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -89489.343750 Penalty: 713.181519
	Iteration 29Q: 3 clusters Score -89489.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -89492.070312 Penalty: 713.181519
	Iteration 30Q: 3 clusters Score -89492.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -89495.812500 Penalty: 713.181519
	Iteration 31Q: 3 clusters Score -89495.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -89498.304688 Penalty: 713.181519
	Iteration 32Q: 3 clusters Score -89498.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -89499.210938 Penalty: 713.181519
	Iteration 33Q: 3 clusters Score -89499.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -89500.210938 Penalty: 713.181519
	Iteration 34Q: 3 clusters Score -89500.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -89502.515625 Penalty: 713.181519
	Iteration 35Q: 3 clusters Score -89502.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -89506.226562 Penalty: 713.181519
	Iteration 36Q: 3 clusters Score -89506.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -89512.179688 Penalty: 713.181519
	Iteration 37Q: 3 clusters Score -89512.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -89517.429688 Penalty: 713.181519
	Iteration 38Q: 3 clusters Score -89517.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -89531.156250 Penalty: 713.181519
	Iteration 39Q: 3 clusters Score -89531.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -89554.054688 Penalty: 713.181519
	Iteration 40F: 3 clusters Score -89554.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -89578.828125 Penalty: 713.181519
	Iteration 41Q: 3 clusters Score -89578.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -89609.546875 Penalty: 713.181519
	Iteration 42Q: 3 clusters Score -89609.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -89658.726562 Penalty: 713.181519
	Iteration 43Q: 3 clusters Score -89658.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -89705.664062 Penalty: 713.181519
	Iteration 44Q: 3 clusters Score -89705.66 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -89748.406250 Penalty: 713.181519
	Iteration 45Q: 3 clusters Score -89748.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -89774.000000 Penalty: 713.181519
	Iteration 46Q: 3 clusters Score -89774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -89793.718750 Penalty: 713.181519
	Iteration 47Q: 3 clusters Score -89793.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -89807.148438 Penalty: 713.181519
	Iteration 48Q: 3 clusters Score -89807.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -89832.015625 Penalty: 713.181519
	Iteration 49Q: 3 clusters Score -89832.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -89854.515625 Penalty: 713.181519
	Iteration 50Q: 3 clusters Score -89854.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -89876.523438 Penalty: 713.181519
	Iteration 51Q: 3 clusters Score -89876.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -89902.195312 Penalty: 713.181519
	Iteration 52Q: 3 clusters Score -89902.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -89928.656250 Penalty: 713.181519
	Iteration 53Q: 3 clusters Score -89928.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -89951.859375 Penalty: 713.181519
	Iteration 54Q: 3 clusters Score -89951.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -89992.898438 Penalty: 713.181519
	Iteration 55Q: 3 clusters Score -89992.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -90042.562500 Penalty: 713.181519
	Iteration 56Q: 3 clusters Score -90042.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -90099.656250 Penalty: 713.181519
	Iteration 57Q: 3 clusters Score -90099.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -90127.054688 Penalty: 713.181519
	Iteration 58Q: 3 clusters Score -90127.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -90132.132812 Penalty: 713.181519
	Iteration 59Q: 3 clusters Score -90132.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -90138.617188 Penalty: 713.181519
	Iteration 60F: 3 clusters Score -90138.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -90140.054688 Penalty: 713.181519
	Iteration 61Q: 3 clusters Score -90140.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -90140.156250 Penalty: 713.181519
	Iteration 62Q: 3 clusters Score -90140.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -90140.554688 Penalty: 713.181519
	Iteration 63Q: 3 clusters Score -90140.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -90140.554688 Penalty: 713.181519
	Iteration 64F: 3 clusters Score -90140.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 3 contains 9616 members 
Mstep: Class 4 contains 1338 members 
Mstep: Class 5 contains 842 members 
Mstep: Class 6 contains 20972 members 
Mstep: Class 7 contains 90560 members 
Mstep: Class 8 contains 1507 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 218143 members 
Mstep: Class 14 contains 6573 members 
Mstep: Class 15 contains 4133 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 1120 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 12367 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 1499 members 
Mstep: Class 25 contains 687 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 5789 members 
Mstep: Class 28 contains 29062 members 
Mstep: Class 29 contains 1694 members 
Mstep: Class 30 contains 3887 members 
Mstep: Class 31 contains 4327 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 1114 members 
Mstep: Class 35 contains 266979 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 1669 members 
Mstep: Class 39 contains 241 members 
Mstep: Class 40 contains 1034 members 
Entering Unmasked Estep 
Score: -28312918.000000 Penalty: 24571.453125
Splitting cluster 24 changes total score from -28283756.000000 to -28312918.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 25 (687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Entering Unmasked Estep 
Score: -22511.400391 Penalty: 297.221222
	Iteration 0F: 2 clusters Score -22511.4 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 333 members 
Entering Unmasked Estep 
Score: -21903.488281 Penalty: 594.442444
	Iteration 0F: 3 clusters Score -21903.49 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22126.027344 Penalty: 594.442444
	Iteration 1F: 3 clusters Score -22126.03 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -22193.371094 Penalty: 594.442444
	Iteration 2F: 3 clusters Score -22193.37 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -22236.878906 Penalty: 594.442444
	Iteration 3F: 3 clusters Score -22236.88 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -22283.476562 Penalty: 594.442444
	Iteration 4F: 3 clusters Score -22283.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -22307.810547 Penalty: 594.442444
	Iteration 5Q: 3 clusters Score -22307.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -22332.048828 Penalty: 594.442444
	Iteration 6Q: 3 clusters Score -22332.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -22352.535156 Penalty: 594.442444
	Iteration 7Q: 3 clusters Score -22352.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -22380.419922 Penalty: 594.442444
	Iteration 8Q: 3 clusters Score -22380.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -22403.324219 Penalty: 594.442444
	Iteration 9Q: 3 clusters Score -22403.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -22413.083984 Penalty: 594.442444
	Iteration 10Q: 3 clusters Score -22413.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -22415.671875 Penalty: 594.442444
	Iteration 11Q: 3 clusters Score -22415.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -22415.935547 Penalty: 594.442444
	Iteration 12Q: 3 clusters Score -22415.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -22417.154297 Penalty: 594.442444
	Iteration 13Q: 3 clusters Score -22417.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -22418.462891 Penalty: 594.442444
	Iteration 14Q: 3 clusters Score -22418.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -22423.080078 Penalty: 594.442444
	Iteration 15Q: 3 clusters Score -22423.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -22430.322266 Penalty: 594.442444
	Iteration 16Q: 3 clusters Score -22430.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -22441.316406 Penalty: 594.442444
	Iteration 17Q: 3 clusters Score -22441.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -22447.058594 Penalty: 594.442444
	Iteration 18Q: 3 clusters Score -22447.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -22452.117188 Penalty: 594.442444
	Iteration 19Q: 3 clusters Score -22452.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -22454.800781 Penalty: 594.442444
	Iteration 20F: 3 clusters Score -22454.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -22456.056641 Penalty: 594.442444
	Iteration 21Q: 3 clusters Score -22456.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -22456.437500 Penalty: 594.442444
	Iteration 22Q: 3 clusters Score -22456.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -22456.437500 Penalty: 594.442444
	Iteration 23F: 3 clusters Score -22456.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -49482.949219 Penalty: 325.285492
	Iteration 0F: 2 clusters Score -49482.95 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 605 members 
Entering Unmasked Estep 
Score: -48470.046875 Penalty: 650.570984
	Iteration 0F: 3 clusters Score -48470.05 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -48800.316406 Penalty: 650.570984
	Iteration 1F: 3 clusters Score -48800.32 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -48897.195312 Penalty: 650.570984
	Iteration 2F: 3 clusters Score -48897.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -48970.507812 Penalty: 650.570984
	Iteration 3F: 3 clusters Score -48970.51 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -49036.425781 Penalty: 650.570984
	Iteration 4F: 3 clusters Score -49036.43 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -49072.792969 Penalty: 650.570984
	Iteration 5Q: 3 clusters Score -49072.79 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -49109.578125 Penalty: 650.570984
	Iteration 6Q: 3 clusters Score -49109.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -49132.992188 Penalty: 650.570984
	Iteration 7Q: 3 clusters Score -49132.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -49148.261719 Penalty: 650.570984
	Iteration 8Q: 3 clusters Score -49148.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -49162.449219 Penalty: 650.570984
	Iteration 9Q: 3 clusters Score -49162.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -49175.910156 Penalty: 650.570984
	Iteration 10Q: 3 clusters Score -49175.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -49181.492188 Penalty: 650.570984
	Iteration 11Q: 3 clusters Score -49181.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -49185.906250 Penalty: 650.570984
	Iteration 12Q: 3 clusters Score -49185.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -49189.824219 Penalty: 650.570984
	Iteration 13Q: 3 clusters Score -49189.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -49192.371094 Penalty: 650.570984
	Iteration 14Q: 3 clusters Score -49192.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -49195.027344 Penalty: 650.570984
	Iteration 15Q: 3 clusters Score -49195.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -49197.441406 Penalty: 650.570984
	Iteration 16Q: 3 clusters Score -49197.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -49198.503906 Penalty: 650.570984
	Iteration 17Q: 3 clusters Score -49198.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -49198.953125 Penalty: 650.570984
	Iteration 18Q: 3 clusters Score -49198.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -49199.304688 Penalty: 650.570984
	Iteration 19Q: 3 clusters Score -49199.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -49199.394531 Penalty: 650.570984
	Iteration 20F: 3 clusters Score -49199.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Entering Unmasked Estep 
Score: -222277.187500 Penalty: 394.199005
	Iteration 0F: 2 clusters Score -222277.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -218396.859375 Penalty: 788.398010
	Iteration 0F: 3 clusters Score -218396.9 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -220056.000000 Penalty: 788.398010
	Iteration 1F: 3 clusters Score -220056 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -220557.265625 Penalty: 788.398010
	Iteration 2F: 3 clusters Score -220557.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -221292.796875 Penalty: 788.398010
	Iteration 3F: 3 clusters Score -221292.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -222442.531250 Penalty: 788.398010
	Iteration 4F: 3 clusters Score -222442.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -223951.875000 Penalty: 788.398010
	Iteration 5F: 3 clusters Score -223951.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -224570.953125 Penalty: 788.398010
	Iteration 6F: 3 clusters Score -224571 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -224631.031250 Penalty: 788.398010
	Iteration 7Q: 3 clusters Score -224631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -224639.843750 Penalty: 788.398010
	Iteration 8Q: 3 clusters Score -224639.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -224640.515625 Penalty: 788.398010
	Iteration 9Q: 3 clusters Score -224640.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -224641.187500 Penalty: 788.398010
	Iteration 10Q: 3 clusters Score -224641.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -224641.093750 Penalty: 788.398010
	Iteration 11Q: 3 clusters Score -224641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -224641.843750 Penalty: 788.398010
	Iteration 12Q: 3 clusters Score -224641.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -224641.640625 Penalty: 788.398010
	Iteration 13Q: 3 clusters Score -224641.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -224641.921875 Penalty: 788.398010
	Iteration 14Q: 3 clusters Score -224641.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -224641.921875 Penalty: 788.398010
	Iteration 15F: 3 clusters Score -224641.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 3 contains 9616 members 
Mstep: Class 4 contains 1338 members 
Mstep: Class 5 contains 842 members 
Mstep: Class 6 contains 20972 members 
Mstep: Class 7 contains 90560 members 
Mstep: Class 8 contains 1507 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 218143 members 
Mstep: Class 14 contains 6573 members 
Mstep: Class 15 contains 4133 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 1120 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 12367 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 1499 members 
Mstep: Class 25 contains 687 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 3578 members 
Mstep: Class 28 contains 29062 members 
Mstep: Class 29 contains 1694 members 
Mstep: Class 30 contains 3887 members 
Mstep: Class 31 contains 4327 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 1114 members 
Mstep: Class 35 contains 266979 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 1669 members 
Mstep: Class 39 contains 241 members 
Mstep: Class 40 contains 1034 members 
Mstep: Class 41 contains 2211 members 
Entering Unmasked Estep 
Score: -28315006.000000 Penalty: 25185.738281
Splitting cluster 27 changes total score from -28283756.000000 to -28315006.000000
So it's getting split into cluster 41.
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 3 contains 9616 members 
Mstep: Class 4 contains 1338 members 
Mstep: Class 5 contains 842 members 
Mstep: Class 6 contains 20972 members 
Mstep: Class 7 contains 90560 members 
Mstep: Class 8 contains 1507 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 218143 members 
Mstep: Class 14 contains 6573 members 
Mstep: Class 15 contains 4133 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 1120 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 12367 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 1499 members 
Mstep: Class 25 contains 687 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 3578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28322372.000000 Penalty: 25185.738281
Iteration 79Q: 42 clusters Score -2.832237e+07 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6183 members 
Mstep: Class 3 contains 9546 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 1011 members 
Mstep: Class 6 contains 21641 members 
Mstep: Class 7 contains 88583 members 
Mstep: Class 8 contains 1660 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 5225 members 
Mstep: Class 11 contains 3601 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 219716 members 
Mstep: Class 14 contains 6372 members 
Mstep: Class 15 contains 4409 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 1138 members 
Mstep: Class 19 contains 1136 members 
Mstep: Class 20 contains 14569 members 
Mstep: Class 21 contains 12467 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 248 members 
Mstep: Class 24 contains 1509 members 
Mstep: Class 25 contains 714 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 3781 members 
Mstep: Class 28 contains 28920 members 
Mstep: Class 29 contains 1667 members 
Mstep: Class 30 contains 3605 members 
Mstep: Class 31 contains 4256 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 242 members 
Mstep: Class 34 contains 1118 members 
Mstep: Class 35 contains 264876 members 
Mstep: Class 36 contains 457 members 
Mstep: Class 37 contains 583 members 
Mstep: Class 38 contains 1623 members 
Mstep: Class 39 contains 231 members 
Mstep: Class 40 contains 1074 members 
Mstep: Class 41 contains 2208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28328058.000000 Penalty: 25185.738281
Iteration 80F: 42 clusters Score -2.832806e+07 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 6314 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 1162 members 
Mstep: Class 6 contains 19455 members 
Mstep: Class 7 contains 87362 members 
Mstep: Class 8 contains 1753 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 5399 members 
Mstep: Class 11 contains 3593 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 220302 members 
Mstep: Class 14 contains 6229 members 
Mstep: Class 15 contains 4250 members 
Mstep: Class 16 contains 1676 members 
Mstep: Class 17 contains 1014 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 1172 members 
Mstep: Class 20 contains 15140 members 
Mstep: Class 21 contains 12486 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 1512 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 3800 members 
Mstep: Class 28 contains 28890 members 
Mstep: Class 29 contains 1696 members 
Mstep: Class 30 contains 3475 members 
Mstep: Class 31 contains 4331 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 258 members 
Mstep: Class 34 contains 1137 members 
Mstep: Class 35 contains 266873 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 575 members 
Mstep: Class 38 contains 1683 members 
Mstep: Class 39 contains 225 members 
Mstep: Class 40 contains 1141 members 
Mstep: Class 41 contains 2207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28330920.000000 Penalty: 25185.738281
Iteration 81Q: 42 clusters Score -2.833092e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6459 members 
Mstep: Class 3 contains 9389 members 
Mstep: Class 4 contains 1147 members 
Mstep: Class 5 contains 1304 members 
Mstep: Class 6 contains 17650 members 
Mstep: Class 7 contains 86610 members 
Mstep: Class 8 contains 1802 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 5561 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 220835 members 
Mstep: Class 14 contains 6105 members 
Mstep: Class 15 contains 4177 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 1167 members 
Mstep: Class 19 contains 1174 members 
Mstep: Class 20 contains 15476 members 
Mstep: Class 21 contains 12491 members 
Mstep: Class 22 contains 351 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 1519 members 
Mstep: Class 25 contains 683 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 3805 members 
Mstep: Class 28 contains 28829 members 
Mstep: Class 29 contains 1723 members 
Mstep: Class 30 contains 3337 members 
Mstep: Class 31 contains 4361 members 
Mstep: Class 32 contains 963 members 
Mstep: Class 33 contains 241 members 
Mstep: Class 34 contains 1156 members 
Mstep: Class 35 contains 268407 members 
Mstep: Class 36 contains 396 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 1714 members 
Mstep: Class 39 contains 225 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28332618.000000 Penalty: 25185.738281
Iteration 82Q: 42 clusters Score -2.833262e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 6575 members 
Mstep: Class 3 contains 9359 members 
Mstep: Class 4 contains 1098 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 16070 members 
Mstep: Class 7 contains 86118 members 
Mstep: Class 8 contains 1824 members 
Mstep: Class 9 contains 3574 members 
Mstep: Class 10 contains 5696 members 
Mstep: Class 11 contains 3582 members 
Mstep: Class 12 contains 2070 members 
Mstep: Class 13 contains 221293 members 
Mstep: Class 14 contains 5972 members 
Mstep: Class 15 contains 4146 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 1013 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 1166 members 
Mstep: Class 20 contains 15715 members 
Mstep: Class 21 contains 12494 members 
Mstep: Class 22 contains 343 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 1524 members 
Mstep: Class 25 contains 669 members 
Mstep: Class 26 contains 1282 members 
Mstep: Class 27 contains 3810 members 
Mstep: Class 28 contains 28769 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 3199 members 
Mstep: Class 31 contains 4379 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 223 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 269691 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 562 members 
Mstep: Class 38 contains 1747 members 
Mstep: Class 39 contains 226 members 
Mstep: Class 40 contains 1242 members 
Mstep: Class 41 contains 2228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28334046.000000 Penalty: 25185.738281
Iteration 83Q: 42 clusters Score -2.833405e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6649 members 
Mstep: Class 3 contains 9352 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 1566 members 
Mstep: Class 6 contains 14629 members 
Mstep: Class 7 contains 85793 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 3573 members 
Mstep: Class 10 contains 5814 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 221623 members 
Mstep: Class 14 contains 5873 members 
Mstep: Class 15 contains 4155 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 1012 members 
Mstep: Class 18 contains 1201 members 
Mstep: Class 19 contains 1163 members 
Mstep: Class 20 contains 15891 members 
Mstep: Class 21 contains 12493 members 
Mstep: Class 22 contains 331 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 1533 members 
Mstep: Class 25 contains 662 members 
Mstep: Class 26 contains 1281 members 
Mstep: Class 27 contains 3805 members 
Mstep: Class 28 contains 28715 members 
Mstep: Class 29 contains 1763 members 
Mstep: Class 30 contains 3043 members 
Mstep: Class 31 contains 4382 members 
Mstep: Class 32 contains 1031 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 1197 members 
Mstep: Class 35 contains 270884 members 
Mstep: Class 36 contains 365 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 1776 members 
Mstep: Class 39 contains 227 members 
Mstep: Class 40 contains 1275 members 
Mstep: Class 41 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28335084.000000 Penalty: 25185.738281
Iteration 84Q: 42 clusters Score -2.833508e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6689 members 
Mstep: Class 3 contains 9344 members 
Mstep: Class 4 contains 1031 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 13409 members 
Mstep: Class 7 contains 85590 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 3570 members 
Mstep: Class 10 contains 5913 members 
Mstep: Class 11 contains 3584 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 221944 members 
Mstep: Class 14 contains 5785 members 
Mstep: Class 15 contains 4160 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 1010 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 16000 members 
Mstep: Class 21 contains 12500 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 1538 members 
Mstep: Class 25 contains 655 members 
Mstep: Class 26 contains 1282 members 
Mstep: Class 27 contains 3803 members 
Mstep: Class 28 contains 28669 members 
Mstep: Class 29 contains 1781 members 
Mstep: Class 30 contains 2899 members 
Mstep: Class 31 contains 4375 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 1221 members 
Mstep: Class 35 contains 271857 members 
Mstep: Class 36 contains 364 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 1796 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28335708.000000 Penalty: 25185.738281
Iteration 85Q: 42 clusters Score -2.833571e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 6733 members 
Mstep: Class 3 contains 9332 members 
Mstep: Class 4 contains 1004 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 12346 members 
Mstep: Class 7 contains 85458 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 5973 members 
Mstep: Class 11 contains 3583 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 222230 members 
Mstep: Class 14 contains 5705 members 
Mstep: Class 15 contains 4170 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 1006 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 1153 members 
Mstep: Class 20 contains 16083 members 
Mstep: Class 21 contains 12510 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 1543 members 
Mstep: Class 25 contains 650 members 
Mstep: Class 26 contains 1283 members 
Mstep: Class 27 contains 3800 members 
Mstep: Class 28 contains 28636 members 
Mstep: Class 29 contains 1801 members 
Mstep: Class 30 contains 2783 members 
Mstep: Class 31 contains 4349 members 
Mstep: Class 32 contains 1074 members 
Mstep: Class 33 contains 195 members 
Mstep: Class 34 contains 1239 members 
Mstep: Class 35 contains 272715 members 
Mstep: Class 36 contains 365 members 
Mstep: Class 37 contains 542 members 
Mstep: Class 38 contains 1805 members 
Mstep: Class 39 contains 223 members 
Mstep: Class 40 contains 1322 members 
Mstep: Class 41 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28336434.000000 Penalty: 25185.738281
Iteration 86Q: 42 clusters Score -2.833643e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6755 members 
Mstep: Class 3 contains 9325 members 
Mstep: Class 4 contains 982 members 
Mstep: Class 5 contains 1835 members 
Mstep: Class 6 contains 11379 members 
Mstep: Class 7 contains 85392 members 
Mstep: Class 8 contains 1865 members 
Mstep: Class 9 contains 3555 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 13 contains 222458 members 
Mstep: Class 14 contains 5628 members 
Mstep: Class 15 contains 4158 members 
Mstep: Class 16 contains 1709 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 1228 members 
Mstep: Class 19 contains 1142 members 
Mstep: Class 20 contains 16167 members 
Mstep: Class 21 contains 12514 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 1546 members 
Mstep: Class 25 contains 645 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 3798 members 
Mstep: Class 28 contains 28615 members 
Mstep: Class 29 contains 1811 members 
Mstep: Class 30 contains 2679 members 
Mstep: Class 31 contains 4314 members 
Mstep: Class 32 contains 1093 members 
Mstep: Class 33 contains 188 members 
Mstep: Class 34 contains 1257 members 
Mstep: Class 35 contains 273542 members 
Mstep: Class 36 contains 367 members 
Mstep: Class 37 contains 535 members 
Mstep: Class 38 contains 1818 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28337006.000000 Penalty: 25185.738281
Iteration 87Q: 42 clusters Score -2.833701e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6757 members 
Mstep: Class 3 contains 9318 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 10493 members 
Mstep: Class 7 contains 85360 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 6039 members 
Mstep: Class 11 contains 3572 members 
Mstep: Class 12 contains 1947 members 
Mstep: Class 13 contains 222635 members 
Mstep: Class 14 contains 5562 members 
Mstep: Class 15 contains 4157 members 
Mstep: Class 16 contains 1709 members 
Mstep: Class 17 contains 1013 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 1138 members 
Mstep: Class 20 contains 16244 members 
Mstep: Class 21 contains 12516 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 1550 members 
Mstep: Class 25 contains 641 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 3792 members 
Mstep: Class 28 contains 28597 members 
Mstep: Class 29 contains 1830 members 
Mstep: Class 30 contains 2570 members 
Mstep: Class 31 contains 4271 members 
Mstep: Class 32 contains 1108 members 
Mstep: Class 33 contains 179 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 274328 members 
Mstep: Class 36 contains 372 members 
Mstep: Class 37 contains 534 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1338 members 
Mstep: Class 41 contains 2246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28337310.000000 Penalty: 25185.738281
Iteration 88Q: 42 clusters Score -2.833731e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 6767 members 
Mstep: Class 3 contains 9314 members 
Mstep: Class 4 contains 937 members 
Mstep: Class 5 contains 1997 members 
Mstep: Class 6 contains 9700 members 
Mstep: Class 7 contains 85362 members 
Mstep: Class 8 contains 1879 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 222750 members 
Mstep: Class 14 contains 5510 members 
Mstep: Class 15 contains 4162 members 
Mstep: Class 16 contains 1704 members 
Mstep: Class 17 contains 1013 members 
Mstep: Class 18 contains 1235 members 
Mstep: Class 19 contains 1135 members 
Mstep: Class 20 contains 16334 members 
Mstep: Class 21 contains 12520 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 1550 members 
Mstep: Class 25 contains 636 members 
Mstep: Class 26 contains 1303 members 
Mstep: Class 27 contains 3789 members 
Mstep: Class 28 contains 28579 members 
Mstep: Class 29 contains 1841 members 
Mstep: Class 30 contains 2491 members 
Mstep: Class 31 contains 4216 members 
Mstep: Class 32 contains 1116 members 
Mstep: Class 33 contains 171 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 275023 members 
Mstep: Class 36 contains 370 members 
Mstep: Class 37 contains 532 members 
Mstep: Class 38 contains 1833 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1346 members 
Mstep: Class 41 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28337716.000000 Penalty: 25185.738281
Iteration 89Q: 42 clusters Score -2.833772e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6773 members 
Mstep: Class 3 contains 9312 members 
Mstep: Class 4 contains 915 members 
Mstep: Class 5 contains 2057 members 
Mstep: Class 6 contains 8998 members 
Mstep: Class 7 contains 85370 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 6071 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 222856 members 
Mstep: Class 14 contains 5463 members 
Mstep: Class 15 contains 4176 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 1015 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 1134 members 
Mstep: Class 20 contains 16420 members 
Mstep: Class 21 contains 12523 members 
Mstep: Class 22 contains 300 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 1551 members 
Mstep: Class 25 contains 633 members 
Mstep: Class 26 contains 1315 members 
Mstep: Class 27 contains 3787 members 
Mstep: Class 28 contains 28562 members 
Mstep: Class 29 contains 1847 members 
Mstep: Class 30 contains 2426 members 
Mstep: Class 31 contains 4165 members 
Mstep: Class 32 contains 1122 members 
Mstep: Class 33 contains 167 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 275622 members 
Mstep: Class 36 contains 368 members 
Mstep: Class 37 contains 528 members 
Mstep: Class 38 contains 1833 members 
Mstep: Class 39 contains 221 members 
Mstep: Class 40 contains 1350 members 
Mstep: Class 41 contains 2252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28337846.000000 Penalty: 25185.738281
Iteration 90Q: 42 clusters Score -2.833785e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 6763 members 
Mstep: Class 3 contains 9310 members 
Mstep: Class 4 contains 901 members 
Mstep: Class 5 contains 2123 members 
Mstep: Class 6 contains 8298 members 
Mstep: Class 7 contains 85366 members 
Mstep: Class 8 contains 1891 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 6078 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 222918 members 
Mstep: Class 14 contains 5429 members 
Mstep: Class 15 contains 4179 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 1015 members 
Mstep: Class 18 contains 1232 members 
Mstep: Class 19 contains 1138 members 
Mstep: Class 20 contains 16507 members 
Mstep: Class 21 contains 12519 members 
Mstep: Class 22 contains 300 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 1553 members 
Mstep: Class 25 contains 634 members 
Mstep: Class 26 contains 1329 members 
Mstep: Class 27 contains 3786 members 
Mstep: Class 28 contains 28549 members 
Mstep: Class 29 contains 1856 members 
Mstep: Class 30 contains 2362 members 
Mstep: Class 31 contains 4106 members 
Mstep: Class 32 contains 1133 members 
Mstep: Class 33 contains 161 members 
Mstep: Class 34 contains 1325 members 
Mstep: Class 35 contains 276259 members 
Mstep: Class 36 contains 368 members 
Mstep: Class 37 contains 525 members 
Mstep: Class 38 contains 1833 members 
Mstep: Class 39 contains 219 members 
Mstep: Class 40 contains 1350 members 
Mstep: Class 41 contains 2253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28338274.000000 Penalty: 25185.738281
Iteration 91Q: 42 clusters Score -2.833827e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6764 members 
Mstep: Class 3 contains 9311 members 
Mstep: Class 4 contains 883 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 7663 members 
Mstep: Class 7 contains 85375 members 
Mstep: Class 8 contains 1896 members 
Mstep: Class 9 contains 3517 members 
Mstep: Class 10 contains 6082 members 
Mstep: Class 11 contains 3546 members 
Mstep: Class 12 contains 1894 members 
Mstep: Class 13 contains 222968 members 
Mstep: Class 14 contains 5394 members 
Mstep: Class 15 contains 4186 members 
Mstep: Class 16 contains 1703 members 
Mstep: Class 17 contains 1015 members 
Mstep: Class 18 contains 1232 members 
Mstep: Class 19 contains 1149 members 
Mstep: Class 20 contains 16595 members 
Mstep: Class 21 contains 12519 members 
Mstep: Class 22 contains 301 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 1556 members 
Mstep: Class 25 contains 637 members 
Mstep: Class 26 contains 1338 members 
Mstep: Class 27 contains 3785 members 
Mstep: Class 28 contains 28534 members 
Mstep: Class 29 contains 1864 members 
Mstep: Class 30 contains 2302 members 
Mstep: Class 31 contains 4051 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 156 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 276825 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 525 members 
Mstep: Class 38 contains 1830 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1352 members 
Mstep: Class 41 contains 2252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28338624.000000 Penalty: 25185.738281
Iteration 92Q: 42 clusters Score -2.833862e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6763 members 
Mstep: Class 3 contains 9305 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 2212 members 
Mstep: Class 6 contains 7100 members 
Mstep: Class 7 contains 85387 members 
Mstep: Class 8 contains 1905 members 
Mstep: Class 9 contains 3513 members 
Mstep: Class 10 contains 6086 members 
Mstep: Class 11 contains 3536 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 222990 members 
Mstep: Class 14 contains 5362 members 
Mstep: Class 15 contains 4183 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 1231 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 16679 members 
Mstep: Class 21 contains 12527 members 
Mstep: Class 22 contains 302 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 635 members 
Mstep: Class 26 contains 1342 members 
Mstep: Class 27 contains 3786 members 
Mstep: Class 28 contains 28518 members 
Mstep: Class 29 contains 1876 members 
Mstep: Class 30 contains 2268 members 
Mstep: Class 31 contains 3991 members 
Mstep: Class 32 contains 1150 members 
Mstep: Class 33 contains 152 members 
Mstep: Class 34 contains 1351 members 
Mstep: Class 35 contains 277352 members 
Mstep: Class 36 contains 371 members 
Mstep: Class 37 contains 524 members 
Mstep: Class 38 contains 1830 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 1352 members 
Mstep: Class 41 contains 2252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28338786.000000 Penalty: 25185.738281
Iteration 93Q: 42 clusters Score -2.833879e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6765 members 
Mstep: Class 3 contains 9301 members 
Mstep: Class 4 contains 860 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 6572 members 
Mstep: Class 7 contains 85401 members 
Mstep: Class 8 contains 1916 members 
Mstep: Class 9 contains 3523 members 
Mstep: Class 10 contains 6094 members 
Mstep: Class 11 contains 3527 members 
Mstep: Class 12 contains 1874 members 
Mstep: Class 13 contains 223000 members 
Mstep: Class 14 contains 5339 members 
Mstep: Class 15 contains 4178 members 
Mstep: Class 16 contains 1704 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 1231 members 
Mstep: Class 19 contains 1149 members 
Mstep: Class 20 contains 16763 members 
Mstep: Class 21 contains 12525 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 636 members 
Mstep: Class 26 contains 1345 members 
Mstep: Class 27 contains 3785 members 
Mstep: Class 28 contains 28499 members 
Mstep: Class 29 contains 1893 members 
Mstep: Class 30 contains 2233 members 
Mstep: Class 31 contains 3922 members 
Mstep: Class 32 contains 1162 members 
Mstep: Class 33 contains 147 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 277856 members 
Mstep: Class 36 contains 371 members 
Mstep: Class 37 contains 525 members 
Mstep: Class 38 contains 1833 members 
Mstep: Class 39 contains 215 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28339004.000000 Penalty: 25185.738281
Iteration 94Q: 42 clusters Score -2.8339e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6756 members 
Mstep: Class 3 contains 9303 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 6069 members 
Mstep: Class 7 contains 85400 members 
Mstep: Class 8 contains 1920 members 
Mstep: Class 9 contains 3531 members 
Mstep: Class 10 contains 6102 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 223010 members 
Mstep: Class 14 contains 5325 members 
Mstep: Class 15 contains 4171 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 1231 members 
Mstep: Class 19 contains 1144 members 
Mstep: Class 20 contains 16836 members 
Mstep: Class 21 contains 12521 members 
Mstep: Class 22 contains 301 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 634 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 3786 members 
Mstep: Class 28 contains 28479 members 
Mstep: Class 29 contains 1906 members 
Mstep: Class 30 contains 2211 members 
Mstep: Class 31 contains 3869 members 
Mstep: Class 32 contains 1172 members 
Mstep: Class 33 contains 147 members 
Mstep: Class 34 contains 1379 members 
Mstep: Class 35 contains 278344 members 
Mstep: Class 36 contains 371 members 
Mstep: Class 37 contains 523 members 
Mstep: Class 38 contains 1837 members 
Mstep: Class 39 contains 216 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28339354.000000 Penalty: 25185.738281
Iteration 95Q: 42 clusters Score -2.833935e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6742 members 
Mstep: Class 3 contains 9306 members 
Mstep: Class 4 contains 852 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 5595 members 
Mstep: Class 7 contains 85415 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 6112 members 
Mstep: Class 11 contains 3508 members 
Mstep: Class 12 contains 1838 members 
Mstep: Class 13 contains 223006 members 
Mstep: Class 14 contains 5316 members 
Mstep: Class 15 contains 4151 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 1235 members 
Mstep: Class 19 contains 1139 members 
Mstep: Class 20 contains 16915 members 
Mstep: Class 21 contains 12520 members 
Mstep: Class 22 contains 300 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 631 members 
Mstep: Class 26 contains 1351 members 
Mstep: Class 27 contains 3785 members 
Mstep: Class 28 contains 28454 members 
Mstep: Class 29 contains 1927 members 
Mstep: Class 30 contains 2175 members 
Mstep: Class 31 contains 3809 members 
Mstep: Class 32 contains 1176 members 
Mstep: Class 33 contains 147 members 
Mstep: Class 34 contains 1399 members 
Mstep: Class 35 contains 278833 members 
Mstep: Class 36 contains 373 members 
Mstep: Class 37 contains 520 members 
Mstep: Class 38 contains 1840 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28339628.000000 Penalty: 25185.738281
Iteration 96Q: 42 clusters Score -2.833963e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6734 members 
Mstep: Class 3 contains 9310 members 
Mstep: Class 4 contains 845 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 5123 members 
Mstep: Class 7 contains 85429 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 6117 members 
Mstep: Class 11 contains 3496 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 223033 members 
Mstep: Class 14 contains 5307 members 
Mstep: Class 15 contains 4146 members 
Mstep: Class 16 contains 1710 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 1235 members 
Mstep: Class 19 contains 1137 members 
Mstep: Class 20 contains 17002 members 
Mstep: Class 21 contains 12513 members 
Mstep: Class 22 contains 299 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 1352 members 
Mstep: Class 27 contains 3783 members 
Mstep: Class 28 contains 28423 members 
Mstep: Class 29 contains 1950 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 3740 members 
Mstep: Class 32 contains 1181 members 
Mstep: Class 33 contains 146 members 
Mstep: Class 34 contains 1432 members 
Mstep: Class 35 contains 279282 members 
Mstep: Class 36 contains 374 members 
Mstep: Class 37 contains 519 members 
Mstep: Class 38 contains 1844 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28340040.000000 Penalty: 25185.738281
Iteration 97Q: 42 clusters Score -2.834004e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 9316 members 
Mstep: Class 4 contains 838 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 4665 members 
Mstep: Class 7 contains 85443 members 
Mstep: Class 8 contains 1926 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 6110 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 1777 members 
Mstep: Class 13 contains 223069 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 4148 members 
Mstep: Class 16 contains 1716 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 19 contains 1129 members 
Mstep: Class 20 contains 17086 members 
Mstep: Class 21 contains 12509 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 635 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 3785 members 
Mstep: Class 28 contains 28389 members 
Mstep: Class 29 contains 1972 members 
Mstep: Class 30 contains 2118 members 
Mstep: Class 31 contains 3653 members 
Mstep: Class 32 contains 1190 members 
Mstep: Class 33 contains 146 members 
Mstep: Class 34 contains 1461 members 
Mstep: Class 35 contains 279725 members 
Mstep: Class 36 contains 374 members 
Mstep: Class 37 contains 518 members 
Mstep: Class 38 contains 1843 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28340316.000000 Penalty: 25185.738281
Iteration 98Q: 42 clusters Score -2.834032e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 6714 members 
Mstep: Class 3 contains 9330 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 2363 members 
Mstep: Class 6 contains 4207 members 
Mstep: Class 7 contains 85447 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 3560 members 
Mstep: Class 10 contains 6101 members 
Mstep: Class 11 contains 3473 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 13 contains 223113 members 
Mstep: Class 14 contains 5292 members 
Mstep: Class 15 contains 4146 members 
Mstep: Class 16 contains 1719 members 
Mstep: Class 17 contains 1015 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 19 contains 1128 members 
Mstep: Class 20 contains 17143 members 
Mstep: Class 21 contains 12512 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 638 members 
Mstep: Class 26 contains 1358 members 
Mstep: Class 27 contains 3789 members 
Mstep: Class 28 contains 28353 members 
Mstep: Class 29 contains 1984 members 
Mstep: Class 30 contains 2091 members 
Mstep: Class 31 contains 3578 members 
Mstep: Class 32 contains 1197 members 
Mstep: Class 33 contains 146 members 
Mstep: Class 34 contains 1499 members 
Mstep: Class 35 contains 280166 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 517 members 
Mstep: Class 38 contains 1845 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28340454.000000 Penalty: 25185.738281
Iteration 99Q: 42 clusters Score -2.834045e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 6703 members 
Mstep: Class 3 contains 9338 members 
Mstep: Class 4 contains 829 members 
Mstep: Class 5 contains 2386 members 
Mstep: Class 6 contains 3791 members 
Mstep: Class 7 contains 85452 members 
Mstep: Class 8 contains 1934 members 
Mstep: Class 9 contains 3571 members 
Mstep: Class 10 contains 6089 members 
Mstep: Class 11 contains 3461 members 
Mstep: Class 12 contains 1701 members 
Mstep: Class 13 contains 223145 members 
Mstep: Class 14 contains 5286 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 1723 members 
Mstep: Class 17 contains 1015 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 19 contains 1122 members 
Mstep: Class 20 contains 17187 members 
Mstep: Class 21 contains 12508 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 640 members 
Mstep: Class 26 contains 1365 members 
Mstep: Class 27 contains 3791 members 
Mstep: Class 28 contains 28315 members 
Mstep: Class 29 contains 2002 members 
Mstep: Class 30 contains 2063 members 
Mstep: Class 31 contains 3501 members 
Mstep: Class 32 contains 1204 members 
Mstep: Class 33 contains 146 members 
Mstep: Class 34 contains 1541 members 
Mstep: Class 35 contains 280598 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 515 members 
Mstep: Class 38 contains 1850 members 
Mstep: Class 39 contains 216 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28340742.000000 Penalty: 25185.738281
Iteration 100F: 42 clusters Score -2.834074e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6691 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 825 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 3407 members 
Mstep: Class 7 contains 85452 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 3576 members 
Mstep: Class 10 contains 6088 members 
Mstep: Class 11 contains 3452 members 
Mstep: Class 12 contains 1669 members 
Mstep: Class 13 contains 223160 members 
Mstep: Class 14 contains 5279 members 
Mstep: Class 15 contains 4191 members 
Mstep: Class 16 contains 1722 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 1117 members 
Mstep: Class 20 contains 17223 members 
Mstep: Class 21 contains 12504 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 639 members 
Mstep: Class 26 contains 1369 members 
Mstep: Class 27 contains 3794 members 
Mstep: Class 28 contains 28270 members 
Mstep: Class 29 contains 2029 members 
Mstep: Class 30 contains 2055 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 148 members 
Mstep: Class 34 contains 1578 members 
Mstep: Class 35 contains 280990 members 
Mstep: Class 36 contains 378 members 
Mstep: Class 37 contains 511 members 
Mstep: Class 38 contains 1850 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28340948.000000 Penalty: 25185.738281
Iteration 101Q: 42 clusters Score -2.834095e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6677 members 
Mstep: Class 3 contains 9354 members 
Mstep: Class 4 contains 821 members 
Mstep: Class 5 contains 2420 members 
Mstep: Class 6 contains 3006 members 
Mstep: Class 7 contains 85457 members 
Mstep: Class 8 contains 1936 members 
Mstep: Class 9 contains 3578 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 3447 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 223192 members 
Mstep: Class 14 contains 5267 members 
Mstep: Class 15 contains 4225 members 
Mstep: Class 16 contains 1722 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 1229 members 
Mstep: Class 19 contains 1117 members 
Mstep: Class 20 contains 17248 members 
Mstep: Class 21 contains 12507 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 638 members 
Mstep: Class 26 contains 1372 members 
Mstep: Class 27 contains 3796 members 
Mstep: Class 28 contains 28221 members 
Mstep: Class 29 contains 2055 members 
Mstep: Class 30 contains 2050 members 
Mstep: Class 31 contains 3318 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 144 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 281403 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 510 members 
Mstep: Class 38 contains 1857 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28341094.000000 Penalty: 25185.738281
Iteration 102Q: 42 clusters Score -2.834109e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6665 members 
Mstep: Class 3 contains 9364 members 
Mstep: Class 4 contains 817 members 
Mstep: Class 5 contains 2430 members 
Mstep: Class 6 contains 2619 members 
Mstep: Class 7 contains 85459 members 
Mstep: Class 8 contains 1937 members 
Mstep: Class 9 contains 3584 members 
Mstep: Class 10 contains 6076 members 
Mstep: Class 11 contains 3441 members 
Mstep: Class 12 contains 1641 members 
Mstep: Class 13 contains 223240 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 4253 members 
Mstep: Class 16 contains 1721 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1226 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 17261 members 
Mstep: Class 21 contains 12508 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 639 members 
Mstep: Class 26 contains 1375 members 
Mstep: Class 27 contains 3798 members 
Mstep: Class 28 contains 28164 members 
Mstep: Class 29 contains 2087 members 
Mstep: Class 30 contains 2038 members 
Mstep: Class 31 contains 3205 members 
Mstep: Class 32 contains 1246 members 
Mstep: Class 33 contains 142 members 
Mstep: Class 34 contains 1614 members 
Mstep: Class 35 contains 281832 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 510 members 
Mstep: Class 38 contains 1860 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28341210.000000 Penalty: 25185.738281
Iteration 103Q: 42 clusters Score -2.834121e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 6644 members 
Mstep: Class 3 contains 9373 members 
Mstep: Class 4 contains 815 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 2257 members 
Mstep: Class 7 contains 85480 members 
Mstep: Class 8 contains 1937 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 6069 members 
Mstep: Class 11 contains 3438 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 223265 members 
Mstep: Class 14 contains 5243 members 
Mstep: Class 15 contains 4273 members 
Mstep: Class 16 contains 1718 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1220 members 
Mstep: Class 19 contains 1109 members 
Mstep: Class 20 contains 17261 members 
Mstep: Class 21 contains 12509 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 639 members 
Mstep: Class 26 contains 1380 members 
Mstep: Class 27 contains 3798 members 
Mstep: Class 28 contains 28096 members 
Mstep: Class 29 contains 2129 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 3090 members 
Mstep: Class 32 contains 1252 members 
Mstep: Class 33 contains 141 members 
Mstep: Class 34 contains 1629 members 
Mstep: Class 35 contains 282273 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 506 members 
Mstep: Class 38 contains 1861 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28341368.000000 Penalty: 25185.738281
Iteration 104Q: 42 clusters Score -2.834137e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6627 members 
Mstep: Class 3 contains 9387 members 
Mstep: Class 4 contains 812 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 85493 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 3592 members 
Mstep: Class 10 contains 6062 members 
Mstep: Class 11 contains 3434 members 
Mstep: Class 12 contains 1633 members 
Mstep: Class 13 contains 223295 members 
Mstep: Class 14 contains 5231 members 
Mstep: Class 15 contains 4281 members 
Mstep: Class 16 contains 1715 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 17245 members 
Mstep: Class 21 contains 12507 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 638 members 
Mstep: Class 26 contains 1384 members 
Mstep: Class 27 contains 3797 members 
Mstep: Class 28 contains 28030 members 
Mstep: Class 29 contains 2159 members 
Mstep: Class 30 contains 2010 members 
Mstep: Class 31 contains 2973 members 
Mstep: Class 32 contains 1258 members 
Mstep: Class 33 contains 140 members 
Mstep: Class 34 contains 1635 members 
Mstep: Class 35 contains 282716 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 504 members 
Mstep: Class 38 contains 1864 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28341572.000000 Penalty: 25185.738281
Iteration 105Q: 42 clusters Score -2.834157e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6607 members 
Mstep: Class 3 contains 9411 members 
Mstep: Class 4 contains 808 members 
Mstep: Class 5 contains 2466 members 
Mstep: Class 6 contains 1700 members 
Mstep: Class 7 contains 85521 members 
Mstep: Class 8 contains 1942 members 
Mstep: Class 9 contains 3594 members 
Mstep: Class 10 contains 6051 members 
Mstep: Class 11 contains 3431 members 
Mstep: Class 12 contains 1631 members 
Mstep: Class 13 contains 223324 members 
Mstep: Class 14 contains 5217 members 
Mstep: Class 15 contains 4284 members 
Mstep: Class 16 contains 1714 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1216 members 
Mstep: Class 19 contains 1097 members 
Mstep: Class 20 contains 17247 members 
Mstep: Class 21 contains 12511 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 639 members 
Mstep: Class 26 contains 1387 members 
Mstep: Class 27 contains 3795 members 
Mstep: Class 28 contains 27958 members 
Mstep: Class 29 contains 2189 members 
Mstep: Class 30 contains 1993 members 
Mstep: Class 31 contains 2861 members 
Mstep: Class 32 contains 1260 members 
Mstep: Class 33 contains 138 members 
Mstep: Class 34 contains 1642 members 
Mstep: Class 35 contains 283059 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 502 members 
Mstep: Class 38 contains 1865 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28341888.000000 Penalty: 25185.738281
Iteration 106Q: 42 clusters Score -2.834189e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6590 members 
Mstep: Class 3 contains 9433 members 
Mstep: Class 4 contains 805 members 
Mstep: Class 5 contains 2469 members 
Mstep: Class 6 contains 1522 members 
Mstep: Class 7 contains 85532 members 
Mstep: Class 8 contains 1949 members 
Mstep: Class 9 contains 3601 members 
Mstep: Class 10 contains 6046 members 
Mstep: Class 11 contains 3428 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 223349 members 
Mstep: Class 14 contains 5201 members 
Mstep: Class 15 contains 4291 members 
Mstep: Class 16 contains 1716 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 1086 members 
Mstep: Class 20 contains 17241 members 
Mstep: Class 21 contains 12510 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 638 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 3794 members 
Mstep: Class 28 contains 27874 members 
Mstep: Class 29 contains 2238 members 
Mstep: Class 30 contains 1971 members 
Mstep: Class 31 contains 2769 members 
Mstep: Class 32 contains 1270 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 1650 members 
Mstep: Class 35 contains 283344 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 500 members 
Mstep: Class 38 contains 1865 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342268.000000 Penalty: 25185.738281
Iteration 107Q: 42 clusters Score -2.834227e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6585 members 
Mstep: Class 3 contains 9452 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 2473 members 
Mstep: Class 6 contains 1410 members 
Mstep: Class 7 contains 85540 members 
Mstep: Class 8 contains 1951 members 
Mstep: Class 9 contains 3606 members 
Mstep: Class 10 contains 6035 members 
Mstep: Class 11 contains 3423 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 223366 members 
Mstep: Class 14 contains 5184 members 
Mstep: Class 15 contains 4293 members 
Mstep: Class 16 contains 1718 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 17236 members 
Mstep: Class 21 contains 12508 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 638 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3795 members 
Mstep: Class 28 contains 27779 members 
Mstep: Class 29 contains 2293 members 
Mstep: Class 30 contains 1949 members 
Mstep: Class 31 contains 2661 members 
Mstep: Class 32 contains 1280 members 
Mstep: Class 33 contains 135 members 
Mstep: Class 34 contains 1656 members 
Mstep: Class 35 contains 283589 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1869 members 
Mstep: Class 39 contains 219 members 
Mstep: Class 40 contains 1357 members 
Mstep: Class 41 contains 2256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342380.000000 Penalty: 25185.738281
Iteration 108Q: 42 clusters Score -2.834238e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6586 members 
Mstep: Class 3 contains 9464 members 
Mstep: Class 4 contains 796 members 
Mstep: Class 5 contains 2477 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 85548 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 3613 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 3422 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 223369 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 4292 members 
Mstep: Class 16 contains 1719 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 20 contains 17234 members 
Mstep: Class 21 contains 12508 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 637 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3793 members 
Mstep: Class 28 contains 27686 members 
Mstep: Class 29 contains 2348 members 
Mstep: Class 30 contains 1933 members 
Mstep: Class 31 contains 2588 members 
Mstep: Class 32 contains 1291 members 
Mstep: Class 33 contains 134 members 
Mstep: Class 34 contains 1664 members 
Mstep: Class 35 contains 283730 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 1873 members 
Mstep: Class 39 contains 219 members 
Mstep: Class 40 contains 1357 members 
Mstep: Class 41 contains 2256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342454.000000 Penalty: 25185.738281
Iteration 109Q: 42 clusters Score -2.834245e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6590 members 
Mstep: Class 3 contains 9479 members 
Mstep: Class 4 contains 791 members 
Mstep: Class 5 contains 2484 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 85565 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 6026 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 223375 members 
Mstep: Class 14 contains 5161 members 
Mstep: Class 15 contains 4285 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 1195 members 
Mstep: Class 19 contains 1075 members 
Mstep: Class 20 contains 17230 members 
Mstep: Class 21 contains 12509 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 636 members 
Mstep: Class 26 contains 1394 members 
Mstep: Class 27 contains 3793 members 
Mstep: Class 28 contains 27601 members 
Mstep: Class 29 contains 2389 members 
Mstep: Class 30 contains 1919 members 
Mstep: Class 31 contains 2514 members 
Mstep: Class 32 contains 1301 members 
Mstep: Class 33 contains 132 members 
Mstep: Class 34 contains 1674 members 
Mstep: Class 35 contains 283831 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 1873 members 
Mstep: Class 39 contains 219 members 
Mstep: Class 40 contains 1357 members 
Mstep: Class 41 contains 2256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342654.000000 Penalty: 25185.738281
Iteration 110Q: 42 clusters Score -2.834265e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6588 members 
Mstep: Class 3 contains 9493 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 2489 members 
Mstep: Class 6 contains 1308 members 
Mstep: Class 7 contains 85588 members 
Mstep: Class 8 contains 1956 members 
Mstep: Class 9 contains 3631 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 3418 members 
Mstep: Class 12 contains 1624 members 
Mstep: Class 13 contains 223359 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 4281 members 
Mstep: Class 16 contains 1722 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1191 members 
Mstep: Class 19 contains 1074 members 
Mstep: Class 20 contains 17203 members 
Mstep: Class 21 contains 12512 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 638 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 3793 members 
Mstep: Class 28 contains 27524 members 
Mstep: Class 29 contains 2426 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 2473 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 130 members 
Mstep: Class 34 contains 1679 members 
Mstep: Class 35 contains 283901 members 
Mstep: Class 36 contains 378 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 1872 members 
Mstep: Class 39 contains 219 members 
Mstep: Class 40 contains 1357 members 
Mstep: Class 41 contains 2256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342752.000000 Penalty: 25185.738281
Iteration 111Q: 42 clusters Score -2.834275e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 6585 members 
Mstep: Class 3 contains 9506 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 1301 members 
Mstep: Class 7 contains 85620 members 
Mstep: Class 8 contains 1953 members 
Mstep: Class 9 contains 3634 members 
Mstep: Class 10 contains 6027 members 
Mstep: Class 11 contains 3418 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 223356 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 4280 members 
Mstep: Class 16 contains 1723 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1191 members 
Mstep: Class 19 contains 1072 members 
Mstep: Class 20 contains 17166 members 
Mstep: Class 21 contains 12513 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 638 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 3796 members 
Mstep: Class 28 contains 27464 members 
Mstep: Class 29 contains 2448 members 
Mstep: Class 30 contains 1891 members 
Mstep: Class 31 contains 2438 members 
Mstep: Class 32 contains 1326 members 
Mstep: Class 33 contains 130 members 
Mstep: Class 34 contains 1682 members 
Mstep: Class 35 contains 283962 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 1872 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1359 members 
Mstep: Class 41 contains 2256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342830.000000 Penalty: 25185.738281
Iteration 112Q: 42 clusters Score -2.834283e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6579 members 
Mstep: Class 3 contains 9514 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 7 contains 85655 members 
Mstep: Class 8 contains 1955 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 6026 members 
Mstep: Class 11 contains 3417 members 
Mstep: Class 12 contains 1620 members 
Mstep: Class 13 contains 223346 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 4280 members 
Mstep: Class 16 contains 1723 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1191 members 
Mstep: Class 19 contains 1072 members 
Mstep: Class 20 contains 17155 members 
Mstep: Class 21 contains 12513 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 636 members 
Mstep: Class 26 contains 1412 members 
Mstep: Class 27 contains 3799 members 
Mstep: Class 28 contains 27416 members 
Mstep: Class 29 contains 2464 members 
Mstep: Class 30 contains 1882 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 1334 members 
Mstep: Class 33 contains 127 members 
Mstep: Class 34 contains 1684 members 
Mstep: Class 35 contains 284006 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 1876 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1362 members 
Mstep: Class 41 contains 2256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342966.000000 Penalty: 25185.738281
Iteration 113Q: 42 clusters Score -2.834297e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6577 members 
Mstep: Class 3 contains 9524 members 
Mstep: Class 4 contains 781 members 
Mstep: Class 5 contains 2509 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 85685 members 
Mstep: Class 8 contains 1959 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 6017 members 
Mstep: Class 11 contains 3417 members 
Mstep: Class 12 contains 1617 members 
Mstep: Class 13 contains 223365 members 
Mstep: Class 14 contains 5117 members 
Mstep: Class 15 contains 4278 members 
Mstep: Class 16 contains 1723 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1191 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 20 contains 17145 members 
Mstep: Class 21 contains 12516 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 634 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 3802 members 
Mstep: Class 28 contains 27380 members 
Mstep: Class 29 contains 2473 members 
Mstep: Class 30 contains 1878 members 
Mstep: Class 31 contains 2372 members 
Mstep: Class 32 contains 1338 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 1687 members 
Mstep: Class 35 contains 284028 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 1876 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1362 members 
Mstep: Class 41 contains 2256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343024.000000 Penalty: 25185.738281
Iteration 114Q: 42 clusters Score -2.834302e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6573 members 
Mstep: Class 3 contains 9529 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 2513 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 85705 members 
Mstep: Class 8 contains 1963 members 
Mstep: Class 9 contains 3628 members 
Mstep: Class 10 contains 6010 members 
Mstep: Class 11 contains 3415 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 223368 members 
Mstep: Class 14 contains 5108 members 
Mstep: Class 15 contains 4281 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 20 contains 17126 members 
Mstep: Class 21 contains 12518 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 633 members 
Mstep: Class 26 contains 1421 members 
Mstep: Class 27 contains 3804 members 
Mstep: Class 28 contains 27348 members 
Mstep: Class 29 contains 2487 members 
Mstep: Class 30 contains 1874 members 
Mstep: Class 31 contains 2347 members 
Mstep: Class 32 contains 1349 members 
Mstep: Class 33 contains 123 members 
Mstep: Class 34 contains 1688 members 
Mstep: Class 35 contains 284069 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 496 members 
Mstep: Class 38 contains 1874 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1362 members 
Mstep: Class 41 contains 2257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343138.000000 Penalty: 25185.738281
Iteration 115Q: 42 clusters Score -2.834314e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6569 members 
Mstep: Class 3 contains 9536 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 2518 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 85736 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 6010 members 
Mstep: Class 11 contains 3412 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 223373 members 
Mstep: Class 14 contains 5103 members 
Mstep: Class 15 contains 4287 members 
Mstep: Class 16 contains 1726 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 17086 members 
Mstep: Class 21 contains 12522 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 635 members 
Mstep: Class 26 contains 1425 members 
Mstep: Class 27 contains 3806 members 
Mstep: Class 28 contains 27328 members 
Mstep: Class 29 contains 2492 members 
Mstep: Class 30 contains 1870 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 1349 members 
Mstep: Class 33 contains 123 members 
Mstep: Class 34 contains 1688 members 
Mstep: Class 35 contains 284103 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 496 members 
Mstep: Class 38 contains 1873 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1362 members 
Mstep: Class 41 contains 2258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343082.000000 Penalty: 25185.738281
Iteration 116Q: 42 clusters Score -2.834308e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6566 members 
Mstep: Class 3 contains 9542 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 2518 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 85759 members 
Mstep: Class 8 contains 1961 members 
Mstep: Class 9 contains 3631 members 
Mstep: Class 10 contains 6006 members 
Mstep: Class 11 contains 3410 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 223375 members 
Mstep: Class 14 contains 5093 members 
Mstep: Class 15 contains 4289 members 
Mstep: Class 16 contains 1731 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 19 contains 1073 members 
Mstep: Class 20 contains 17045 members 
Mstep: Class 21 contains 12528 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 636 members 
Mstep: Class 26 contains 1428 members 
Mstep: Class 27 contains 3809 members 
Mstep: Class 28 contains 27310 members 
Mstep: Class 29 contains 2493 members 
Mstep: Class 30 contains 1869 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 1355 members 
Mstep: Class 33 contains 123 members 
Mstep: Class 34 contains 1688 members 
Mstep: Class 35 contains 284138 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 496 members 
Mstep: Class 38 contains 1875 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1363 members 
Mstep: Class 41 contains 2258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343158.000000 Penalty: 25185.738281
Iteration 117Q: 42 clusters Score -2.834316e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6560 members 
Mstep: Class 3 contains 9554 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 2520 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 85777 members 
Mstep: Class 8 contains 1961 members 
Mstep: Class 9 contains 3634 members 
Mstep: Class 10 contains 6008 members 
Mstep: Class 11 contains 3408 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 223380 members 
Mstep: Class 14 contains 5085 members 
Mstep: Class 15 contains 4295 members 
Mstep: Class 16 contains 1734 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 16992 members 
Mstep: Class 21 contains 12531 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 637 members 
Mstep: Class 26 contains 1428 members 
Mstep: Class 27 contains 3810 members 
Mstep: Class 28 contains 27297 members 
Mstep: Class 29 contains 2486 members 
Mstep: Class 30 contains 1866 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 1360 members 
Mstep: Class 33 contains 123 members 
Mstep: Class 34 contains 1688 members 
Mstep: Class 35 contains 284183 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 496 members 
Mstep: Class 38 contains 1874 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1364 members 
Mstep: Class 41 contains 2259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343280.000000 Penalty: 25185.738281
Iteration 118Q: 42 clusters Score -2.834328e+07 nChanged 353
Entering ConstructFrom: 
Score: -28343280.000000 Penalty: 25185.738281
Entering ConstructFrom: 
Trying to split cluster 1 (3764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Entering Unmasked Estep 
Score: -145582.250000 Penalty: 374.612305
	Iteration 0F: 2 clusters Score -145582.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -143026.218750 Penalty: 749.224609
	Iteration 0F: 3 clusters Score -143026.2 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -143975.828125 Penalty: 749.224609
	Iteration 1F: 3 clusters Score -143975.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -144176.843750 Penalty: 749.224609
	Iteration 2F: 3 clusters Score -144176.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -144387.171875 Penalty: 749.224609
	Iteration 3F: 3 clusters Score -144387.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -144607.031250 Penalty: 749.224609
	Iteration 4F: 3 clusters Score -144607 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -144768.531250 Penalty: 749.224609
	Iteration 5F: 3 clusters Score -144768.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -144887.281250 Penalty: 749.224609
	Iteration 6Q: 3 clusters Score -144887.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -144959.546875 Penalty: 749.224609
	Iteration 7Q: 3 clusters Score -144959.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -145017.531250 Penalty: 749.224609
	Iteration 8Q: 3 clusters Score -145017.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -145056.015625 Penalty: 749.224609
	Iteration 9Q: 3 clusters Score -145056 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -145086.328125 Penalty: 749.224609
	Iteration 10Q: 3 clusters Score -145086.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -145113.359375 Penalty: 749.224609
	Iteration 11Q: 3 clusters Score -145113.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -145133.109375 Penalty: 749.224609
	Iteration 12Q: 3 clusters Score -145133.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -145143.718750 Penalty: 749.224609
	Iteration 13Q: 3 clusters Score -145143.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -145156.000000 Penalty: 749.224609
	Iteration 14Q: 3 clusters Score -145156 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -145170.843750 Penalty: 749.224609
	Iteration 15Q: 3 clusters Score -145170.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -145183.937500 Penalty: 749.224609
	Iteration 16Q: 3 clusters Score -145183.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -145195.203125 Penalty: 749.224609
	Iteration 17Q: 3 clusters Score -145195.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -145202.875000 Penalty: 749.224609
	Iteration 18Q: 3 clusters Score -145202.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -145209.500000 Penalty: 749.224609
	Iteration 19Q: 3 clusters Score -145209.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -145217.718750 Penalty: 749.224609
	Iteration 20F: 3 clusters Score -145217.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -145228.406250 Penalty: 749.224609
	Iteration 21Q: 3 clusters Score -145228.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -145243.046875 Penalty: 749.224609
	Iteration 22Q: 3 clusters Score -145243 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -145254.390625 Penalty: 749.224609
	Iteration 23Q: 3 clusters Score -145254.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -145261.609375 Penalty: 749.224609
	Iteration 24Q: 3 clusters Score -145261.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -145268.015625 Penalty: 749.224609
	Iteration 25Q: 3 clusters Score -145268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -145272.671875 Penalty: 749.224609
	Iteration 26Q: 3 clusters Score -145272.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -145278.640625 Penalty: 749.224609
	Iteration 27Q: 3 clusters Score -145278.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -145284.843750 Penalty: 749.224609
	Iteration 28Q: 3 clusters Score -145284.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -145293.109375 Penalty: 749.224609
	Iteration 29Q: 3 clusters Score -145293.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -145299.437500 Penalty: 749.224609
	Iteration 30Q: 3 clusters Score -145299.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -145305.203125 Penalty: 749.224609
	Iteration 31Q: 3 clusters Score -145305.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -145310.375000 Penalty: 749.224609
	Iteration 32Q: 3 clusters Score -145310.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -145314.171875 Penalty: 749.224609
	Iteration 33Q: 3 clusters Score -145314.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -145317.187500 Penalty: 749.224609
	Iteration 34Q: 3 clusters Score -145317.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -145320.609375 Penalty: 749.224609
	Iteration 35Q: 3 clusters Score -145320.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -145323.156250 Penalty: 749.224609
	Iteration 36Q: 3 clusters Score -145323.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -145324.531250 Penalty: 749.224609
	Iteration 37Q: 3 clusters Score -145324.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -145325.437500 Penalty: 749.224609
	Iteration 38Q: 3 clusters Score -145325.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -145326.000000 Penalty: 749.224609
	Iteration 39Q: 3 clusters Score -145326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -145326.562500 Penalty: 749.224609
	Iteration 40F: 3 clusters Score -145326.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -145327.437500 Penalty: 749.224609
	Iteration 41Q: 3 clusters Score -145327.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -145328.171875 Penalty: 749.224609
	Iteration 42Q: 3 clusters Score -145328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -145329.609375 Penalty: 749.224609
	Iteration 43Q: 3 clusters Score -145329.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -145331.125000 Penalty: 749.224609
	Iteration 44Q: 3 clusters Score -145331.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -145332.500000 Penalty: 749.224609
	Iteration 45Q: 3 clusters Score -145332.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -145334.453125 Penalty: 749.224609
	Iteration 46Q: 3 clusters Score -145334.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -145336.953125 Penalty: 749.224609
	Iteration 47Q: 3 clusters Score -145337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -145339.093750 Penalty: 749.224609
	Iteration 48Q: 3 clusters Score -145339.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -145341.312500 Penalty: 749.224609
	Iteration 49Q: 3 clusters Score -145341.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -145343.140625 Penalty: 749.224609
	Iteration 50Q: 3 clusters Score -145343.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -145343.296875 Penalty: 749.224609
	Iteration 51Q: 3 clusters Score -145343.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -145343.296875 Penalty: 749.224609
	Iteration 52F: 3 clusters Score -145343.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Entering Unmasked Estep 
Score: -257702.703125 Penalty: 399.874054
	Iteration 0F: 2 clusters Score -257702.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -253306.109375 Penalty: 799.748108
	Iteration 0F: 3 clusters Score -253306.1 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -255267.875000 Penalty: 799.748108
	Iteration 1F: 3 clusters Score -255267.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -255546.453125 Penalty: 799.748108
	Iteration 2F: 3 clusters Score -255546.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -255777.671875 Penalty: 799.748108
	Iteration 3F: 3 clusters Score -255777.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -255976.765625 Penalty: 799.748108
	Iteration 4F: 3 clusters Score -255976.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -256156.593750 Penalty: 799.748108
	Iteration 5F: 3 clusters Score -256156.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -256311.125000 Penalty: 799.748108
	Iteration 6Q: 3 clusters Score -256311.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -256485.218750 Penalty: 799.748108
	Iteration 7Q: 3 clusters Score -256485.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -256719.156250 Penalty: 799.748108
	Iteration 8Q: 3 clusters Score -256719.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -256963.937500 Penalty: 799.748108
	Iteration 9Q: 3 clusters Score -256963.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -257121.406250 Penalty: 799.748108
	Iteration 10Q: 3 clusters Score -257121.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -257205.656250 Penalty: 799.748108
	Iteration 11Q: 3 clusters Score -257205.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -257269.125000 Penalty: 799.748108
	Iteration 12Q: 3 clusters Score -257269.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -257307.671875 Penalty: 799.748108
	Iteration 13Q: 3 clusters Score -257307.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -257337.468750 Penalty: 799.748108
	Iteration 14Q: 3 clusters Score -257337.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -257357.187500 Penalty: 799.748108
	Iteration 15Q: 3 clusters Score -257357.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -257375.250000 Penalty: 799.748108
	Iteration 16Q: 3 clusters Score -257375.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -257389.625000 Penalty: 799.748108
	Iteration 17Q: 3 clusters Score -257389.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -257409.515625 Penalty: 799.748108
	Iteration 18Q: 3 clusters Score -257409.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -257434.578125 Penalty: 799.748108
	Iteration 19Q: 3 clusters Score -257434.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -257455.093750 Penalty: 799.748108
	Iteration 20F: 3 clusters Score -257455.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -257467.375000 Penalty: 799.748108
	Iteration 21Q: 3 clusters Score -257467.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -257478.109375 Penalty: 799.748108
	Iteration 22Q: 3 clusters Score -257478.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -257489.593750 Penalty: 799.748108
	Iteration 23Q: 3 clusters Score -257489.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -257498.859375 Penalty: 799.748108
	Iteration 24Q: 3 clusters Score -257498.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -257505.968750 Penalty: 799.748108
	Iteration 25Q: 3 clusters Score -257506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -257516.187500 Penalty: 799.748108
	Iteration 26Q: 3 clusters Score -257516.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -257524.625000 Penalty: 799.748108
	Iteration 27Q: 3 clusters Score -257524.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -257529.937500 Penalty: 799.748108
	Iteration 28Q: 3 clusters Score -257529.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -257534.906250 Penalty: 799.748108
	Iteration 29Q: 3 clusters Score -257534.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -257537.343750 Penalty: 799.748108
	Iteration 30Q: 3 clusters Score -257537.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -257539.843750 Penalty: 799.748108
	Iteration 31Q: 3 clusters Score -257539.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -257541.390625 Penalty: 799.748108
	Iteration 32Q: 3 clusters Score -257541.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -257542.125000 Penalty: 799.748108
	Iteration 33Q: 3 clusters Score -257542.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -257542.953125 Penalty: 799.748108
	Iteration 34Q: 3 clusters Score -257543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -257544.453125 Penalty: 799.748108
	Iteration 35Q: 3 clusters Score -257544.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -257544.468750 Penalty: 799.748108
	Iteration 36Q: 3 clusters Score -257544.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -257545.203125 Penalty: 799.748108
	Iteration 37Q: 3 clusters Score -257545.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -257546.703125 Penalty: 799.748108
	Iteration 38Q: 3 clusters Score -257546.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -257548.015625 Penalty: 799.748108
	Iteration 39Q: 3 clusters Score -257548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -257549.093750 Penalty: 799.748108
	Iteration 40F: 3 clusters Score -257549.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -257549.812500 Penalty: 799.748108
	Iteration 41Q: 3 clusters Score -257549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -257549.828125 Penalty: 799.748108
	Iteration 42Q: 3 clusters Score -257549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -257550.171875 Penalty: 799.748108
	Iteration 43Q: 3 clusters Score -257550.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -257550.328125 Penalty: 799.748108
	Iteration 44Q: 3 clusters Score -257550.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -257550.531250 Penalty: 799.748108
	Iteration 45Q: 3 clusters Score -257550.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -257550.468750 Penalty: 799.748108
	Iteration 46Q: 3 clusters Score -257550.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -257550.468750 Penalty: 799.748108
	Iteration 47F: 3 clusters Score -257550.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -370061.218750 Penalty: 417.037384
	Iteration 0F: 2 clusters Score -370061.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -363668.781250 Penalty: 834.074768
	Iteration 0F: 3 clusters Score -363668.8 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -366136.687500 Penalty: 834.074768
	Iteration 1F: 3 clusters Score -366136.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -366289.718750 Penalty: 834.074768
	Iteration 2Q: 3 clusters Score -366289.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -366443.125000 Penalty: 834.074768
	Iteration 3Q: 3 clusters Score -366443.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -366606.343750 Penalty: 834.074768
	Iteration 4Q: 3 clusters Score -366606.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -366863.250000 Penalty: 834.074768
	Iteration 5Q: 3 clusters Score -366863.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -367252.750000 Penalty: 834.074768
	Iteration 6F: 3 clusters Score -367252.8 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -367790.250000 Penalty: 834.074768
	Iteration 7F: 3 clusters Score -367790.2 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -368399.562500 Penalty: 834.074768
	Iteration 8F: 3 clusters Score -368399.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -368931.250000 Penalty: 834.074768
	Iteration 9F: 3 clusters Score -368931.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -369350.968750 Penalty: 834.074768
	Iteration 10F: 3 clusters Score -369351 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -369659.625000 Penalty: 834.074768
	Iteration 11Q: 3 clusters Score -369659.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -369869.843750 Penalty: 834.074768
	Iteration 12Q: 3 clusters Score -369869.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -370034.250000 Penalty: 834.074768
	Iteration 13Q: 3 clusters Score -370034.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -370203.187500 Penalty: 834.074768
	Iteration 14Q: 3 clusters Score -370203.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -370363.281250 Penalty: 834.074768
	Iteration 15Q: 3 clusters Score -370363.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -370488.750000 Penalty: 834.074768
	Iteration 16Q: 3 clusters Score -370488.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -370561.218750 Penalty: 834.074768
	Iteration 17Q: 3 clusters Score -370561.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -370601.406250 Penalty: 834.074768
	Iteration 18Q: 3 clusters Score -370601.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -370628.906250 Penalty: 834.074768
	Iteration 19Q: 3 clusters Score -370628.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -370645.562500 Penalty: 834.074768
	Iteration 20F: 3 clusters Score -370645.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -370653.781250 Penalty: 834.074768
	Iteration 21Q: 3 clusters Score -370653.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -370658.718750 Penalty: 834.074768
	Iteration 22Q: 3 clusters Score -370658.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -370661.187500 Penalty: 834.074768
	Iteration 23Q: 3 clusters Score -370661.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -370663.062500 Penalty: 834.074768
	Iteration 24Q: 3 clusters Score -370663.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -370663.968750 Penalty: 834.074768
	Iteration 25Q: 3 clusters Score -370664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -370663.156250 Penalty: 834.074768
	Iteration 26Q: 3 clusters Score -370663.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -370663.156250 Penalty: 834.074768
	Iteration 27F: 3 clusters Score -370663.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 4021 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 2527 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 85791 members 
Mstep: Class 8 contains 1963 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 6008 members 
Mstep: Class 11 contains 3405 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 223396 members 
Mstep: Class 14 contains 5074 members 
Mstep: Class 15 contains 4306 members 
Mstep: Class 16 contains 1738 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 20 contains 16919 members 
Mstep: Class 21 contains 12532 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 637 members 
Mstep: Class 26 contains 1429 members 
Mstep: Class 27 contains 3809 members 
Mstep: Class 28 contains 27288 members 
Mstep: Class 29 contains 2481 members 
Mstep: Class 30 contains 1862 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 1366 members 
Mstep: Class 33 contains 123 members 
Mstep: Class 34 contains 1688 members 
Mstep: Class 35 contains 284210 members 
Mstep: Class 36 contains 374 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 1876 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1364 members 
Mstep: Class 41 contains 2261 members 
Mstep: Class 42 contains 5542 members 
Entering Unmasked Estep 
Score: -28343752.000000 Penalty: 25800.025391
Splitting cluster 3 changes total score from -28343280.000000 to -28343752.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 4 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -35059.601562 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -35059.6 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 391 members 
Entering Unmasked Estep 
Score: -34398.710938 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -34398.71 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -34563.468750 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -34563.47 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -34597.312500 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -34597.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -34614.082031 Penalty: 605.762085
	Iteration 3Q: 3 clusters Score -34614.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -34632.117188 Penalty: 605.762085
	Iteration 4Q: 3 clusters Score -34632.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -34650.640625 Penalty: 605.762085
	Iteration 5Q: 3 clusters Score -34650.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -34674.074219 Penalty: 605.762085
	Iteration 6Q: 3 clusters Score -34674.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -34689.085938 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -34689.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -34703.957031 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -34703.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -34717.933594 Penalty: 605.762085
	Iteration 9Q: 3 clusters Score -34717.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -34721.121094 Penalty: 605.762085
	Iteration 10Q: 3 clusters Score -34721.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -34723.011719 Penalty: 605.762085
	Iteration 11Q: 3 clusters Score -34723.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -34725.558594 Penalty: 605.762085
	Iteration 12Q: 3 clusters Score -34725.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -34728.695312 Penalty: 605.762085
	Iteration 13Q: 3 clusters Score -34728.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -34729.835938 Penalty: 605.762085
	Iteration 14Q: 3 clusters Score -34729.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -34730.980469 Penalty: 605.762085
	Iteration 15Q: 3 clusters Score -34730.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -34732.394531 Penalty: 605.762085
	Iteration 16Q: 3 clusters Score -34732.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -34732.914062 Penalty: 605.762085
	Iteration 17Q: 3 clusters Score -34732.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -34734.292969 Penalty: 605.762085
	Iteration 18Q: 3 clusters Score -34734.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -34735.187500 Penalty: 605.762085
	Iteration 19Q: 3 clusters Score -34735.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -34735.546875 Penalty: 605.762085
	Iteration 20F: 3 clusters Score -34735.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -34735.859375 Penalty: 605.762085
	Iteration 21Q: 3 clusters Score -34735.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -34736.675781 Penalty: 605.762085
	Iteration 22Q: 3 clusters Score -34736.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -34737.285156 Penalty: 605.762085
	Iteration 23Q: 3 clusters Score -34737.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -34737.941406 Penalty: 605.762085
	Iteration 24Q: 3 clusters Score -34737.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -34739.644531 Penalty: 605.762085
	Iteration 25Q: 3 clusters Score -34739.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -34741.382812 Penalty: 605.762085
	Iteration 26Q: 3 clusters Score -34741.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -34742.792969 Penalty: 605.762085
	Iteration 27Q: 3 clusters Score -34742.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -34745.640625 Penalty: 605.762085
	Iteration 28Q: 3 clusters Score -34745.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -34747.316406 Penalty: 605.762085
	Iteration 29Q: 3 clusters Score -34747.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -34748.894531 Penalty: 605.762085
	Iteration 30Q: 3 clusters Score -34748.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -34749.503906 Penalty: 605.762085
	Iteration 31Q: 3 clusters Score -34749.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -34751.144531 Penalty: 605.762085
	Iteration 32Q: 3 clusters Score -34751.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -34752.734375 Penalty: 605.762085
	Iteration 33Q: 3 clusters Score -34752.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -34754.355469 Penalty: 605.762085
	Iteration 34Q: 3 clusters Score -34754.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -34755.257812 Penalty: 605.762085
	Iteration 35Q: 3 clusters Score -34755.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -34756.062500 Penalty: 605.762085
	Iteration 36Q: 3 clusters Score -34756.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -34756.355469 Penalty: 605.762085
	Iteration 37Q: 3 clusters Score -34756.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -34756.613281 Penalty: 605.762085
	Iteration 38Q: 3 clusters Score -34756.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -34756.765625 Penalty: 605.762085
	Iteration 39Q: 3 clusters Score -34756.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -34756.765625 Penalty: 605.762085
	Iteration 40F: 3 clusters Score -34756.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -103924.796875 Penalty: 356.482880
	Iteration 0F: 2 clusters Score -103924.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -102124.375000 Penalty: 712.965759
	Iteration 0F: 3 clusters Score -102124.4 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -102750.359375 Penalty: 712.965759
	Iteration 1F: 3 clusters Score -102750.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -102886.140625 Penalty: 712.965759
	Iteration 2F: 3 clusters Score -102886.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -102988.726562 Penalty: 712.965759
	Iteration 3F: 3 clusters Score -102988.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -103077.101562 Penalty: 712.965759
	Iteration 4F: 3 clusters Score -103077.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -103189.054688 Penalty: 712.965759
	Iteration 5F: 3 clusters Score -103189.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -103299.921875 Penalty: 712.965759
	Iteration 6Q: 3 clusters Score -103299.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -103392.625000 Penalty: 712.965759
	Iteration 7Q: 3 clusters Score -103392.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -103445.914062 Penalty: 712.965759
	Iteration 8Q: 3 clusters Score -103445.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -103471.546875 Penalty: 712.965759
	Iteration 9Q: 3 clusters Score -103471.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -103485.070312 Penalty: 712.965759
	Iteration 10Q: 3 clusters Score -103485.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -103493.007812 Penalty: 712.965759
	Iteration 11Q: 3 clusters Score -103493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -103505.007812 Penalty: 712.965759
	Iteration 12Q: 3 clusters Score -103505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -103514.617188 Penalty: 712.965759
	Iteration 13Q: 3 clusters Score -103514.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -103520.398438 Penalty: 712.965759
	Iteration 14Q: 3 clusters Score -103520.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -103521.687500 Penalty: 712.965759
	Iteration 15Q: 3 clusters Score -103521.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -103523.210938 Penalty: 712.965759
	Iteration 16Q: 3 clusters Score -103523.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -103524.929688 Penalty: 712.965759
	Iteration 17Q: 3 clusters Score -103524.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -103527.710938 Penalty: 712.965759
	Iteration 18Q: 3 clusters Score -103527.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -103531.945312 Penalty: 712.965759
	Iteration 19Q: 3 clusters Score -103531.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -103534.742188 Penalty: 712.965759
	Iteration 20F: 3 clusters Score -103534.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -103536.476562 Penalty: 712.965759
	Iteration 21Q: 3 clusters Score -103536.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -103538.664062 Penalty: 712.965759
	Iteration 22Q: 3 clusters Score -103538.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -103540.687500 Penalty: 712.965759
	Iteration 23Q: 3 clusters Score -103540.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -103542.437500 Penalty: 712.965759
	Iteration 24Q: 3 clusters Score -103542.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -103545.250000 Penalty: 712.965759
	Iteration 25Q: 3 clusters Score -103545.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -103548.476562 Penalty: 712.965759
	Iteration 26Q: 3 clusters Score -103548.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -103551.531250 Penalty: 712.965759
	Iteration 27Q: 3 clusters Score -103551.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -103555.718750 Penalty: 712.965759
	Iteration 28Q: 3 clusters Score -103555.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -103561.296875 Penalty: 712.965759
	Iteration 29Q: 3 clusters Score -103561.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -103564.890625 Penalty: 712.965759
	Iteration 30Q: 3 clusters Score -103564.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -103567.750000 Penalty: 712.965759
	Iteration 31Q: 3 clusters Score -103567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -103568.859375 Penalty: 712.965759
	Iteration 32Q: 3 clusters Score -103568.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -103570.406250 Penalty: 712.965759
	Iteration 33Q: 3 clusters Score -103570.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -103572.218750 Penalty: 712.965759
	Iteration 34Q: 3 clusters Score -103572.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -103574.281250 Penalty: 712.965759
	Iteration 35Q: 3 clusters Score -103574.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -103579.468750 Penalty: 712.965759
	Iteration 36Q: 3 clusters Score -103579.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -103582.265625 Penalty: 712.965759
	Iteration 37Q: 3 clusters Score -103582.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -103583.046875 Penalty: 712.965759
	Iteration 38Q: 3 clusters Score -103583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -103583.335938 Penalty: 712.965759
	Iteration 39Q: 3 clusters Score -103583.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -103583.562500 Penalty: 712.965759
	Iteration 40F: 3 clusters Score -103583.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -103584.351562 Penalty: 712.965759
	Iteration 41Q: 3 clusters Score -103584.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -103586.085938 Penalty: 712.965759
	Iteration 42Q: 3 clusters Score -103586.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -103586.687500 Penalty: 712.965759
	Iteration 43Q: 3 clusters Score -103586.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -103587.492188 Penalty: 712.965759
	Iteration 44Q: 3 clusters Score -103587.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -103588.539062 Penalty: 712.965759
	Iteration 45Q: 3 clusters Score -103588.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -103589.343750 Penalty: 712.965759
	Iteration 46Q: 3 clusters Score -103589.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -103591.617188 Penalty: 712.965759
	Iteration 47Q: 3 clusters Score -103591.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -103594.148438 Penalty: 712.965759
	Iteration 48Q: 3 clusters Score -103594.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -103595.421875 Penalty: 712.965759
	Iteration 49Q: 3 clusters Score -103595.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -103597.281250 Penalty: 712.965759
	Iteration 50Q: 3 clusters Score -103597.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -103597.593750 Penalty: 712.965759
	Iteration 51Q: 3 clusters Score -103597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -103597.867188 Penalty: 712.965759
	Iteration 52Q: 3 clusters Score -103597.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -103597.867188 Penalty: 712.965759
	Iteration 53F: 3 clusters Score -103597.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -51009.125000 Penalty: 322.408508
	Iteration 0F: 2 clusters Score -51009.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -50096.953125 Penalty: 644.817017
	Iteration 0F: 3 clusters Score -50096.95 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -50399.000000 Penalty: 644.817017
	Iteration 1F: 3 clusters Score -50399 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -50466.492188 Penalty: 644.817017
	Iteration 2F: 3 clusters Score -50466.49 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -50517.457031 Penalty: 644.817017
	Iteration 3F: 3 clusters Score -50517.46 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -50574.128906 Penalty: 644.817017
	Iteration 4F: 3 clusters Score -50574.13 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -50605.222656 Penalty: 644.817017
	Iteration 5Q: 3 clusters Score -50605.22 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -50633.632812 Penalty: 644.817017
	Iteration 6Q: 3 clusters Score -50633.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -50647.828125 Penalty: 644.817017
	Iteration 7Q: 3 clusters Score -50647.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -50655.953125 Penalty: 644.817017
	Iteration 8Q: 3 clusters Score -50655.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -50660.562500 Penalty: 644.817017
	Iteration 9Q: 3 clusters Score -50660.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -50663.011719 Penalty: 644.817017
	Iteration 10Q: 3 clusters Score -50663.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -50665.738281 Penalty: 644.817017
	Iteration 11Q: 3 clusters Score -50665.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -50667.824219 Penalty: 644.817017
	Iteration 12Q: 3 clusters Score -50667.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -50669.238281 Penalty: 644.817017
	Iteration 13Q: 3 clusters Score -50669.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -50671.382812 Penalty: 644.817017
	Iteration 14Q: 3 clusters Score -50671.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -50672.175781 Penalty: 644.817017
	Iteration 15Q: 3 clusters Score -50672.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -50672.804688 Penalty: 644.817017
	Iteration 16Q: 3 clusters Score -50672.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -50673.511719 Penalty: 644.817017
	Iteration 17Q: 3 clusters Score -50673.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -50673.511719 Penalty: 644.817017
	Iteration 18F: 3 clusters Score -50673.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (85791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85791 members 
Entering Unmasked Estep 
Score: -3407628.500000 Penalty: 516.864990
	Iteration 0F: 2 clusters Score -3407628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -3349680.750000 Penalty: 1033.729980
	Iteration 0F: 3 clusters Score -3349681 nChanged 41819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -3376065.500000 Penalty: 1033.729980
	Iteration 1F: 3 clusters Score -3376066 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -3377460.500000 Penalty: 1033.729980
	Iteration 2Q: 3 clusters Score -3377460 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -3378940.250000 Penalty: 1033.729980
	Iteration 3Q: 3 clusters Score -3378940 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -3380592.750000 Penalty: 1033.729980
	Iteration 4Q: 3 clusters Score -3380593 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -3382410.000000 Penalty: 1033.729980
	Iteration 5Q: 3 clusters Score -3382410 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -3384377.250000 Penalty: 1033.729980
	Iteration 6Q: 3 clusters Score -3384377 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
Score: -3386576.500000 Penalty: 1033.729980
	Iteration 7Q: 3 clusters Score -3386576 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 59934 members 
Entering Unmasked Estep 
Score: -3389127.250000 Penalty: 1033.729980
	Iteration 8F: 3 clusters Score -3389127 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -3392097.250000 Penalty: 1033.729980
	Iteration 9F: 3 clusters Score -3392097 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -3395438.250000 Penalty: 1033.729980
	Iteration 10F: 3 clusters Score -3395438 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 74563 members 
Entering Unmasked Estep 
Score: -3398882.500000 Penalty: 1033.729980
	Iteration 11F: 3 clusters Score -3398882 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 78590 members 
Entering Unmasked Estep 
Score: -3401894.000000 Penalty: 1033.729980
	Iteration 12Q: 3 clusters Score -3401894 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 81546 members 
Entering Unmasked Estep 
Score: -3404131.000000 Penalty: 1033.729980
	Iteration 13Q: 3 clusters Score -3404131 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 83502 members 
Entering Unmasked Estep 
Score: -3405583.000000 Penalty: 1033.729980
	Iteration 14Q: 3 clusters Score -3405583 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -3406374.750000 Penalty: 1033.729980
	Iteration 15Q: 3 clusters Score -3406375 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 85179 members 
Entering Unmasked Estep 
Score: -3406772.000000 Penalty: 1033.729980
	Iteration 16Q: 3 clusters Score -3406772 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 85453 members 
Entering Unmasked Estep 
Score: -3406959.250000 Penalty: 1033.729980
	Iteration 17Q: 3 clusters Score -3406959 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 85582 members 
Entering Unmasked Estep 
Score: -3407067.750000 Penalty: 1033.729980
	Iteration 18Q: 3 clusters Score -3407068 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 85638 members 
Entering Unmasked Estep 
Score: -3407115.000000 Penalty: 1033.729980
	Iteration 19Q: 3 clusters Score -3407115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 85666 members 
Entering Unmasked Estep 
Score: -3407148.500000 Penalty: 1033.729980
	Iteration 20F: 3 clusters Score -3407148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 85679 members 
Entering Unmasked Estep 
Score: -3407164.250000 Penalty: 1033.729980
	Iteration 21Q: 3 clusters Score -3407164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -3407168.250000 Penalty: 1033.729980
	Iteration 22Q: 3 clusters Score -3407168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 85685 members 
Entering Unmasked Estep 
Score: -3407172.000000 Penalty: 1033.729980
	Iteration 23Q: 3 clusters Score -3407172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 85686 members 
Entering Unmasked Estep 
Score: -3407177.000000 Penalty: 1033.729980
	Iteration 24Q: 3 clusters Score -3407177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 85692 members 
Entering Unmasked Estep 
Score: -3407181.000000 Penalty: 1033.729980
	Iteration 25Q: 3 clusters Score -3407181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 85693 members 
Entering Unmasked Estep 
Score: -3407183.000000 Penalty: 1033.729980
	Iteration 26Q: 3 clusters Score -3407183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85695 members 
Entering Unmasked Estep 
Score: -3407184.500000 Penalty: 1033.729980
	Iteration 27Q: 3 clusters Score -3407184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 85697 members 
Entering Unmasked Estep 
Score: -3407188.000000 Penalty: 1033.729980
	Iteration 28Q: 3 clusters Score -3407188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 85698 members 
Entering Unmasked Estep 
Score: -3407189.500000 Penalty: 1033.729980
	Iteration 29Q: 3 clusters Score -3407190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 85698 members 
Entering Unmasked Estep 
Score: -3407188.000000 Penalty: 1033.729980
	Iteration 30Q: 3 clusters Score -3407188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 85699 members 
Entering Unmasked Estep 
Score: -3407189.500000 Penalty: 1033.729980
	Iteration 31Q: 3 clusters Score -3407190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 85701 members 
Entering Unmasked Estep 
Score: -3407191.000000 Penalty: 1033.729980
	Iteration 32Q: 3 clusters Score -3407191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 85703 members 
Entering Unmasked Estep 
Score: -3407192.250000 Penalty: 1033.729980
	Iteration 33Q: 3 clusters Score -3407192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 85705 members 
Entering Unmasked Estep 
Score: -3407195.750000 Penalty: 1033.729980
	Iteration 34Q: 3 clusters Score -3407196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 85705 members 
Entering Unmasked Estep 
Score: -3407195.750000 Penalty: 1033.729980
	Iteration 35F: 3 clusters Score -3407196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Entering Unmasked Estep 
Score: -73315.734375 Penalty: 344.991425
	Iteration 0F: 2 clusters Score -73315.73 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 937 members 
Entering Unmasked Estep 
Score: -71868.335938 Penalty: 689.982849
	Iteration 0F: 3 clusters Score -71868.34 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -72475.664062 Penalty: 689.982849
	Iteration 1F: 3 clusters Score -72475.66 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -72605.281250 Penalty: 689.982849
	Iteration 2F: 3 clusters Score -72605.28 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -72723.789062 Penalty: 689.982849
	Iteration 3F: 3 clusters Score -72723.79 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -72827.812500 Penalty: 689.982849
	Iteration 4F: 3 clusters Score -72827.81 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -72921.835938 Penalty: 689.982849
	Iteration 5F: 3 clusters Score -72921.84 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -72990.031250 Penalty: 689.982849
	Iteration 6Q: 3 clusters Score -72990.03 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -73047.796875 Penalty: 689.982849
	Iteration 7Q: 3 clusters Score -73047.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -73091.992188 Penalty: 689.982849
	Iteration 8Q: 3 clusters Score -73091.99 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -73130.710938 Penalty: 689.982849
	Iteration 9Q: 3 clusters Score -73130.71 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -73160.226562 Penalty: 689.982849
	Iteration 10Q: 3 clusters Score -73160.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -73183.273438 Penalty: 689.982849
	Iteration 11Q: 3 clusters Score -73183.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -73197.203125 Penalty: 689.982849
	Iteration 12Q: 3 clusters Score -73197.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -73208.585938 Penalty: 689.982849
	Iteration 13Q: 3 clusters Score -73208.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -73223.914062 Penalty: 689.982849
	Iteration 14Q: 3 clusters Score -73223.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -73230.218750 Penalty: 689.982849
	Iteration 15Q: 3 clusters Score -73230.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -73234.320312 Penalty: 689.982849
	Iteration 16Q: 3 clusters Score -73234.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -73239.695312 Penalty: 689.982849
	Iteration 17Q: 3 clusters Score -73239.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -73246.484375 Penalty: 689.982849
	Iteration 18Q: 3 clusters Score -73246.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -73253.226562 Penalty: 689.982849
	Iteration 19Q: 3 clusters Score -73253.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -73256.984375 Penalty: 689.982849
	Iteration 20F: 3 clusters Score -73256.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -73260.226562 Penalty: 689.982849
	Iteration 21Q: 3 clusters Score -73260.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -73262.398438 Penalty: 689.982849
	Iteration 22Q: 3 clusters Score -73262.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -73267.617188 Penalty: 689.982849
	Iteration 23Q: 3 clusters Score -73267.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -73270.101562 Penalty: 689.982849
	Iteration 24Q: 3 clusters Score -73270.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -73271.218750 Penalty: 689.982849
	Iteration 25Q: 3 clusters Score -73271.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -73275.765625 Penalty: 689.982849
	Iteration 26Q: 3 clusters Score -73275.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -73283.265625 Penalty: 689.982849
	Iteration 27Q: 3 clusters Score -73283.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -73288.984375 Penalty: 689.982849
	Iteration 28Q: 3 clusters Score -73288.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -73292.851562 Penalty: 689.982849
	Iteration 29Q: 3 clusters Score -73292.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -73294.148438 Penalty: 689.982849
	Iteration 30Q: 3 clusters Score -73294.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -73294.656250 Penalty: 689.982849
	Iteration 31Q: 3 clusters Score -73294.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -73295.414062 Penalty: 689.982849
	Iteration 32Q: 3 clusters Score -73295.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -73296.148438 Penalty: 689.982849
	Iteration 33Q: 3 clusters Score -73296.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -73296.406250 Penalty: 689.982849
	Iteration 34Q: 3 clusters Score -73296.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -73296.476562 Penalty: 689.982849
	Iteration 35Q: 3 clusters Score -73296.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -73296.476562 Penalty: 689.982849
	Iteration 36F: 3 clusters Score -73296.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Entering Unmasked Estep 
Score: -139738.390625 Penalty: 372.962952
	Iteration 0F: 2 clusters Score -139738.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -137237.296875 Penalty: 745.925903
	Iteration 0F: 3 clusters Score -137237.3 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -138266.734375 Penalty: 745.925903
	Iteration 1F: 3 clusters Score -138266.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -138476.812500 Penalty: 745.925903
	Iteration 2F: 3 clusters Score -138476.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -138666.765625 Penalty: 745.925903
	Iteration 3F: 3 clusters Score -138666.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -138824.625000 Penalty: 745.925903
	Iteration 4F: 3 clusters Score -138824.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -138969.718750 Penalty: 745.925903
	Iteration 5Q: 3 clusters Score -138969.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -139060.281250 Penalty: 745.925903
	Iteration 6Q: 3 clusters Score -139060.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -139110.765625 Penalty: 745.925903
	Iteration 7Q: 3 clusters Score -139110.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -139132.390625 Penalty: 745.925903
	Iteration 8Q: 3 clusters Score -139132.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -139142.390625 Penalty: 745.925903
	Iteration 9Q: 3 clusters Score -139142.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -139148.453125 Penalty: 745.925903
	Iteration 10Q: 3 clusters Score -139148.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -139150.781250 Penalty: 745.925903
	Iteration 11Q: 3 clusters Score -139150.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -139153.484375 Penalty: 745.925903
	Iteration 12Q: 3 clusters Score -139153.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -139154.296875 Penalty: 745.925903
	Iteration 13Q: 3 clusters Score -139154.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -139155.328125 Penalty: 745.925903
	Iteration 14Q: 3 clusters Score -139155.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -139155.265625 Penalty: 745.925903
	Iteration 15Q: 3 clusters Score -139155.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -139155.875000 Penalty: 745.925903
	Iteration 16Q: 3 clusters Score -139155.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -139156.718750 Penalty: 745.925903
	Iteration 17Q: 3 clusters Score -139156.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -139157.328125 Penalty: 745.925903
	Iteration 18Q: 3 clusters Score -139157.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -139157.718750 Penalty: 745.925903
	Iteration 19Q: 3 clusters Score -139157.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -139158.531250 Penalty: 745.925903
	Iteration 20F: 3 clusters Score -139158.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -139158.968750 Penalty: 745.925903
	Iteration 21Q: 3 clusters Score -139159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -139158.937500 Penalty: 745.925903
	Iteration 22Q: 3 clusters Score -139158.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -139159.906250 Penalty: 745.925903
	Iteration 23Q: 3 clusters Score -139159.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -139161.656250 Penalty: 745.925903
	Iteration 24Q: 3 clusters Score -139161.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -139163.890625 Penalty: 745.925903
	Iteration 25Q: 3 clusters Score -139163.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -139166.328125 Penalty: 745.925903
	Iteration 26Q: 3 clusters Score -139166.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -139169.531250 Penalty: 745.925903
	Iteration 27Q: 3 clusters Score -139169.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -139172.359375 Penalty: 745.925903
	Iteration 28Q: 3 clusters Score -139172.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -139174.468750 Penalty: 745.925903
	Iteration 29Q: 3 clusters Score -139174.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -139175.890625 Penalty: 745.925903
	Iteration 30Q: 3 clusters Score -139175.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -139177.453125 Penalty: 745.925903
	Iteration 31Q: 3 clusters Score -139177.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -139179.015625 Penalty: 745.925903
	Iteration 32Q: 3 clusters Score -139179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -139179.453125 Penalty: 745.925903
	Iteration 33Q: 3 clusters Score -139179.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -139179.500000 Penalty: 745.925903
	Iteration 34Q: 3 clusters Score -139179.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -139179.593750 Penalty: 745.925903
	Iteration 35Q: 3 clusters Score -139179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -139179.765625 Penalty: 745.925903
	Iteration 36Q: 3 clusters Score -139179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -139179.921875 Penalty: 745.925903
	Iteration 37Q: 3 clusters Score -139179.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -139180.468750 Penalty: 745.925903
	Iteration 38Q: 3 clusters Score -139180.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -139181.765625 Penalty: 745.925903
	Iteration 39Q: 3 clusters Score -139181.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -139182.437500 Penalty: 745.925903
	Iteration 40F: 3 clusters Score -139182.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -139183.015625 Penalty: 745.925903
	Iteration 41Q: 3 clusters Score -139183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -139183.343750 Penalty: 745.925903
	Iteration 42Q: 3 clusters Score -139183.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -139183.437500 Penalty: 745.925903
	Iteration 43Q: 3 clusters Score -139183.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -139183.671875 Penalty: 745.925903
	Iteration 44Q: 3 clusters Score -139183.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -139183.937500 Penalty: 745.925903
	Iteration 45Q: 3 clusters Score -139183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -139183.765625 Penalty: 745.925903
	Iteration 46Q: 3 clusters Score -139183.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -139184.421875 Penalty: 745.925903
	Iteration 47Q: 3 clusters Score -139184.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -139184.734375 Penalty: 745.925903
	Iteration 48Q: 3 clusters Score -139184.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -139185.234375 Penalty: 745.925903
	Iteration 49Q: 3 clusters Score -139185.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -139185.515625 Penalty: 745.925903
	Iteration 50Q: 3 clusters Score -139185.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -139186.687500 Penalty: 745.925903
	Iteration 51Q: 3 clusters Score -139186.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -139187.625000 Penalty: 745.925903
	Iteration 52Q: 3 clusters Score -139187.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -139188.421875 Penalty: 745.925903
	Iteration 53Q: 3 clusters Score -139188.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -139188.828125 Penalty: 745.925903
	Iteration 54Q: 3 clusters Score -139188.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -139189.281250 Penalty: 745.925903
	Iteration 55Q: 3 clusters Score -139189.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -139189.375000 Penalty: 745.925903
	Iteration 56Q: 3 clusters Score -139189.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -139190.171875 Penalty: 745.925903
	Iteration 57Q: 3 clusters Score -139190.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -139190.984375 Penalty: 745.925903
	Iteration 58Q: 3 clusters Score -139191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -139192.343750 Penalty: 745.925903
	Iteration 59Q: 3 clusters Score -139192.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -139194.265625 Penalty: 745.925903
	Iteration 60F: 3 clusters Score -139194.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -139195.625000 Penalty: 745.925903
	Iteration 61Q: 3 clusters Score -139195.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -139196.343750 Penalty: 745.925903
	Iteration 62Q: 3 clusters Score -139196.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -139197.187500 Penalty: 745.925903
	Iteration 63Q: 3 clusters Score -139197.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -139199.031250 Penalty: 745.925903
	Iteration 64Q: 3 clusters Score -139199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -139201.328125 Penalty: 745.925903
	Iteration 65Q: 3 clusters Score -139201.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -139204.296875 Penalty: 745.925903
	Iteration 66Q: 3 clusters Score -139204.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -139207.562500 Penalty: 745.925903
	Iteration 67Q: 3 clusters Score -139207.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -139209.921875 Penalty: 745.925903
	Iteration 68Q: 3 clusters Score -139209.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -139214.171875 Penalty: 745.925903
	Iteration 69Q: 3 clusters Score -139214.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -139222.937500 Penalty: 745.925903
	Iteration 70Q: 3 clusters Score -139222.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -139232.609375 Penalty: 745.925903
	Iteration 71Q: 3 clusters Score -139232.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -139246.250000 Penalty: 745.925903
	Iteration 72Q: 3 clusters Score -139246.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -139259.796875 Penalty: 745.925903
	Iteration 73Q: 3 clusters Score -139259.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -139274.375000 Penalty: 745.925903
	Iteration 74Q: 3 clusters Score -139274.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -139287.265625 Penalty: 745.925903
	Iteration 75Q: 3 clusters Score -139287.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -139294.562500 Penalty: 745.925903
	Iteration 76Q: 3 clusters Score -139294.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -139301.437500 Penalty: 745.925903
	Iteration 77Q: 3 clusters Score -139301.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -139307.046875 Penalty: 745.925903
	Iteration 78Q: 3 clusters Score -139307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -139311.500000 Penalty: 745.925903
	Iteration 79Q: 3 clusters Score -139311.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -139314.046875 Penalty: 745.925903
	Iteration 80F: 3 clusters Score -139314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -139316.703125 Penalty: 745.925903
	Iteration 81Q: 3 clusters Score -139316.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -139317.500000 Penalty: 745.925903
	Iteration 82Q: 3 clusters Score -139317.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -139318.296875 Penalty: 745.925903
	Iteration 83Q: 3 clusters Score -139318.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -139318.796875 Penalty: 745.925903
	Iteration 84Q: 3 clusters Score -139318.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -139319.218750 Penalty: 745.925903
	Iteration 85Q: 3 clusters Score -139319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -139319.562500 Penalty: 745.925903
	Iteration 86Q: 3 clusters Score -139319.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -139320.031250 Penalty: 745.925903
	Iteration 87Q: 3 clusters Score -139320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -139320.453125 Penalty: 745.925903
	Iteration 88Q: 3 clusters Score -139320.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -139320.812500 Penalty: 745.925903
	Iteration 89Q: 3 clusters Score -139320.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -139321.484375 Penalty: 745.925903
	Iteration 90Q: 3 clusters Score -139321.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -139321.718750 Penalty: 745.925903
	Iteration 91Q: 3 clusters Score -139321.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -139322.421875 Penalty: 745.925903
	Iteration 92Q: 3 clusters Score -139322.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -139323.734375 Penalty: 745.925903
	Iteration 93Q: 3 clusters Score -139323.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -139324.671875 Penalty: 745.925903
	Iteration 94Q: 3 clusters Score -139324.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -139326.437500 Penalty: 745.925903
	Iteration 95Q: 3 clusters Score -139326.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -139328.750000 Penalty: 745.925903
	Iteration 96Q: 3 clusters Score -139328.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -139331.015625 Penalty: 745.925903
	Iteration 97Q: 3 clusters Score -139331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -139334.265625 Penalty: 745.925903
	Iteration 98Q: 3 clusters Score -139334.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -139338.359375 Penalty: 745.925903
	Iteration 99Q: 3 clusters Score -139338.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -139343.109375 Penalty: 745.925903
	Iteration 100F: 3 clusters Score -139343.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -139349.078125 Penalty: 745.925903
	Iteration 101Q: 3 clusters Score -139349.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -139354.406250 Penalty: 745.925903
	Iteration 102Q: 3 clusters Score -139354.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -139359.359375 Penalty: 745.925903
	Iteration 103Q: 3 clusters Score -139359.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -139364.109375 Penalty: 745.925903
	Iteration 104Q: 3 clusters Score -139364.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -139373.078125 Penalty: 745.925903
	Iteration 105Q: 3 clusters Score -139373.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -139380.484375 Penalty: 745.925903
	Iteration 106Q: 3 clusters Score -139380.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -139385.437500 Penalty: 745.925903
	Iteration 107Q: 3 clusters Score -139385.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -139389.750000 Penalty: 745.925903
	Iteration 108Q: 3 clusters Score -139389.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -139392.796875 Penalty: 745.925903
	Iteration 109Q: 3 clusters Score -139392.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -139396.359375 Penalty: 745.925903
	Iteration 110Q: 3 clusters Score -139396.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -139398.359375 Penalty: 745.925903
	Iteration 111Q: 3 clusters Score -139398.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -139401.843750 Penalty: 745.925903
	Iteration 112Q: 3 clusters Score -139401.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -139403.781250 Penalty: 745.925903
	Iteration 113Q: 3 clusters Score -139403.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -139405.218750 Penalty: 745.925903
	Iteration 114Q: 3 clusters Score -139405.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -139407.515625 Penalty: 745.925903
	Iteration 115Q: 3 clusters Score -139407.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -139408.890625 Penalty: 745.925903
	Iteration 116Q: 3 clusters Score -139408.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -139408.890625 Penalty: 745.925903
	Iteration 117F: 3 clusters Score -139408.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Entering Unmasked Estep 
Score: -237719.687500 Penalty: 395.888580
	Iteration 0F: 2 clusters Score -237719.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -233700.359375 Penalty: 791.777161
	Iteration 0F: 3 clusters Score -233700.4 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -235621.859375 Penalty: 791.777161
	Iteration 1F: 3 clusters Score -235621.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -236009.921875 Penalty: 791.777161
	Iteration 2F: 3 clusters Score -236009.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -236348.390625 Penalty: 791.777161
	Iteration 3F: 3 clusters Score -236348.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -236615.625000 Penalty: 791.777161
	Iteration 4F: 3 clusters Score -236615.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -236798.843750 Penalty: 791.777161
	Iteration 5Q: 3 clusters Score -236798.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -236914.640625 Penalty: 791.777161
	Iteration 6Q: 3 clusters Score -236914.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -236983.812500 Penalty: 791.777161
	Iteration 7Q: 3 clusters Score -236983.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -237026.921875 Penalty: 791.777161
	Iteration 8Q: 3 clusters Score -237026.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -237064.453125 Penalty: 791.777161
	Iteration 9Q: 3 clusters Score -237064.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -237088.140625 Penalty: 791.777161
	Iteration 10Q: 3 clusters Score -237088.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -237103.890625 Penalty: 791.777161
	Iteration 11Q: 3 clusters Score -237103.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -237115.437500 Penalty: 791.777161
	Iteration 12Q: 3 clusters Score -237115.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -237123.859375 Penalty: 791.777161
	Iteration 13Q: 3 clusters Score -237123.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -237129.031250 Penalty: 791.777161
	Iteration 14Q: 3 clusters Score -237129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -237136.625000 Penalty: 791.777161
	Iteration 15Q: 3 clusters Score -237136.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -237143.968750 Penalty: 791.777161
	Iteration 16Q: 3 clusters Score -237144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -237152.359375 Penalty: 791.777161
	Iteration 17Q: 3 clusters Score -237152.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -237162.843750 Penalty: 791.777161
	Iteration 18Q: 3 clusters Score -237162.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -237173.015625 Penalty: 791.777161
	Iteration 19Q: 3 clusters Score -237173 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -237186.640625 Penalty: 791.777161
	Iteration 20F: 3 clusters Score -237186.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -237202.109375 Penalty: 791.777161
	Iteration 21Q: 3 clusters Score -237202.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -237221.828125 Penalty: 791.777161
	Iteration 22Q: 3 clusters Score -237221.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -237239.437500 Penalty: 791.777161
	Iteration 23Q: 3 clusters Score -237239.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -237252.343750 Penalty: 791.777161
	Iteration 24Q: 3 clusters Score -237252.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -237266.703125 Penalty: 791.777161
	Iteration 25Q: 3 clusters Score -237266.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -237280.750000 Penalty: 791.777161
	Iteration 26Q: 3 clusters Score -237280.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -237296.359375 Penalty: 791.777161
	Iteration 27Q: 3 clusters Score -237296.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -237322.593750 Penalty: 791.777161
	Iteration 28Q: 3 clusters Score -237322.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -237360.375000 Penalty: 791.777161
	Iteration 29Q: 3 clusters Score -237360.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -237410.859375 Penalty: 791.777161
	Iteration 30Q: 3 clusters Score -237410.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -237479.671875 Penalty: 791.777161
	Iteration 31Q: 3 clusters Score -237479.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -237538.593750 Penalty: 791.777161
	Iteration 32Q: 3 clusters Score -237538.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -237564.515625 Penalty: 791.777161
	Iteration 33Q: 3 clusters Score -237564.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -237577.468750 Penalty: 791.777161
	Iteration 34Q: 3 clusters Score -237577.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -237586.343750 Penalty: 791.777161
	Iteration 35Q: 3 clusters Score -237586.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -237590.187500 Penalty: 791.777161
	Iteration 36Q: 3 clusters Score -237590.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -237592.453125 Penalty: 791.777161
	Iteration 37Q: 3 clusters Score -237592.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -237594.062500 Penalty: 791.777161
	Iteration 38Q: 3 clusters Score -237594.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -237595.765625 Penalty: 791.777161
	Iteration 39Q: 3 clusters Score -237595.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -237598.515625 Penalty: 791.777161
	Iteration 40F: 3 clusters Score -237598.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -237602.562500 Penalty: 791.777161
	Iteration 41Q: 3 clusters Score -237602.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -237604.234375 Penalty: 791.777161
	Iteration 42Q: 3 clusters Score -237604.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -237605.609375 Penalty: 791.777161
	Iteration 43Q: 3 clusters Score -237605.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -237607.968750 Penalty: 791.777161
	Iteration 44Q: 3 clusters Score -237608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -237610.093750 Penalty: 791.777161
	Iteration 45Q: 3 clusters Score -237610.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -237611.046875 Penalty: 791.777161
	Iteration 46Q: 3 clusters Score -237611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -237611.218750 Penalty: 791.777161
	Iteration 47Q: 3 clusters Score -237611.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -237611.218750 Penalty: 791.777161
	Iteration 48F: 3 clusters Score -237611.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Entering Unmasked Estep 
Score: -136252.453125 Penalty: 370.051514
	Iteration 0F: 2 clusters Score -136252.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -133982.000000 Penalty: 740.103027
	Iteration 0F: 3 clusters Score -133982 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -134837.218750 Penalty: 740.103027
	Iteration 1F: 3 clusters Score -134837.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -134966.828125 Penalty: 740.103027
	Iteration 2F: 3 clusters Score -134966.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -135074.796875 Penalty: 740.103027
	Iteration 3F: 3 clusters Score -135074.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -135169.281250 Penalty: 740.103027
	Iteration 4Q: 3 clusters Score -135169.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -135251.234375 Penalty: 740.103027
	Iteration 5Q: 3 clusters Score -135251.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -135332.546875 Penalty: 740.103027
	Iteration 6Q: 3 clusters Score -135332.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -135423.406250 Penalty: 740.103027
	Iteration 7Q: 3 clusters Score -135423.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -135502.718750 Penalty: 740.103027
	Iteration 8Q: 3 clusters Score -135502.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -135568.593750 Penalty: 740.103027
	Iteration 9Q: 3 clusters Score -135568.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -135632.968750 Penalty: 740.103027
	Iteration 10Q: 3 clusters Score -135633 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -135695.046875 Penalty: 740.103027
	Iteration 11Q: 3 clusters Score -135695 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -135750.500000 Penalty: 740.103027
	Iteration 12Q: 3 clusters Score -135750.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -135804.484375 Penalty: 740.103027
	Iteration 13Q: 3 clusters Score -135804.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -135840.718750 Penalty: 740.103027
	Iteration 14Q: 3 clusters Score -135840.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -135873.640625 Penalty: 740.103027
	Iteration 15Q: 3 clusters Score -135873.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -135904.187500 Penalty: 740.103027
	Iteration 16Q: 3 clusters Score -135904.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -135915.109375 Penalty: 740.103027
	Iteration 17Q: 3 clusters Score -135915.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -135925.734375 Penalty: 740.103027
	Iteration 18Q: 3 clusters Score -135925.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -135936.609375 Penalty: 740.103027
	Iteration 19Q: 3 clusters Score -135936.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -135947.593750 Penalty: 740.103027
	Iteration 20F: 3 clusters Score -135947.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -135953.812500 Penalty: 740.103027
	Iteration 21Q: 3 clusters Score -135953.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -135956.859375 Penalty: 740.103027
	Iteration 22Q: 3 clusters Score -135956.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -135958.953125 Penalty: 740.103027
	Iteration 23Q: 3 clusters Score -135959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -135961.109375 Penalty: 740.103027
	Iteration 24Q: 3 clusters Score -135961.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -135961.875000 Penalty: 740.103027
	Iteration 25Q: 3 clusters Score -135961.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -135961.875000 Penalty: 740.103027
	Iteration 26F: 3 clusters Score -135961.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -64766.816406 Penalty: 336.140778
	Iteration 0F: 2 clusters Score -64766.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -63544.253906 Penalty: 672.281555
	Iteration 0F: 3 clusters Score -63544.25 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -63978.878906 Penalty: 672.281555
	Iteration 1F: 3 clusters Score -63978.88 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -64084.671875 Penalty: 672.281555
	Iteration 2F: 3 clusters Score -64084.67 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -64171.578125 Penalty: 672.281555
	Iteration 3F: 3 clusters Score -64171.58 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -64224.476562 Penalty: 672.281555
	Iteration 4F: 3 clusters Score -64224.48 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -64259.496094 Penalty: 672.281555
	Iteration 5Q: 3 clusters Score -64259.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -64281.910156 Penalty: 672.281555
	Iteration 6Q: 3 clusters Score -64281.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -64307.492188 Penalty: 672.281555
	Iteration 7Q: 3 clusters Score -64307.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -64330.566406 Penalty: 672.281555
	Iteration 8Q: 3 clusters Score -64330.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -64362.066406 Penalty: 672.281555
	Iteration 9Q: 3 clusters Score -64362.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -64386.546875 Penalty: 672.281555
	Iteration 10Q: 3 clusters Score -64386.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -64407.382812 Penalty: 672.281555
	Iteration 11Q: 3 clusters Score -64407.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -64424.679688 Penalty: 672.281555
	Iteration 12Q: 3 clusters Score -64424.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -64437.433594 Penalty: 672.281555
	Iteration 13Q: 3 clusters Score -64437.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -64445.417969 Penalty: 672.281555
	Iteration 14Q: 3 clusters Score -64445.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -64450.210938 Penalty: 672.281555
	Iteration 15Q: 3 clusters Score -64450.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -64452.820312 Penalty: 672.281555
	Iteration 16Q: 3 clusters Score -64452.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -64453.968750 Penalty: 672.281555
	Iteration 17Q: 3 clusters Score -64453.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -64456.371094 Penalty: 672.281555
	Iteration 18Q: 3 clusters Score -64456.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -64456.832031 Penalty: 672.281555
	Iteration 19Q: 3 clusters Score -64456.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -64459.671875 Penalty: 672.281555
	Iteration 20F: 3 clusters Score -64459.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -64463.195312 Penalty: 672.281555
	Iteration 21Q: 3 clusters Score -64463.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -64465.613281 Penalty: 672.281555
	Iteration 22Q: 3 clusters Score -64465.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -64466.250000 Penalty: 672.281555
	Iteration 23Q: 3 clusters Score -64466.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -64466.250000 Penalty: 672.281555
	Iteration 24F: 3 clusters Score -64466.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (223396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223396 members 
Entering Unmasked Estep 
Score: -9176944.000000 Penalty: 560.409912
	Iteration 0F: 2 clusters Score -9176944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111608 members 
Mstep: Class 2 contains 111788 members 
Entering Unmasked Estep 
Score: -9024871.000000 Penalty: 1120.819824
	Iteration 0F: 3 clusters Score -9024871 nChanged 110182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115446 members 
Mstep: Class 2 contains 107950 members 
Entering Unmasked Estep 
Score: -9093981.000000 Penalty: 1120.819824
	Iteration 1F: 3 clusters Score -9093981 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118842 members 
Mstep: Class 2 contains 104554 members 
Entering Unmasked Estep 
Score: -9097917.000000 Penalty: 1120.819824
	Iteration 2Q: 3 clusters Score -9097917 nChanged 11756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123278 members 
Mstep: Class 2 contains 100118 members 
Entering Unmasked Estep 
Score: -9102813.000000 Penalty: 1120.819824
	Iteration 3F: 3 clusters Score -9102813 nChanged 12408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128536 members 
Mstep: Class 2 contains 94860 members 
Entering Unmasked Estep 
Score: -9108307.000000 Penalty: 1120.819824
	Iteration 4F: 3 clusters Score -9108307 nChanged 12470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134562 members 
Mstep: Class 2 contains 88834 members 
Entering Unmasked Estep 
Score: -9113774.000000 Penalty: 1120.819824
	Iteration 5F: 3 clusters Score -9113774 nChanged 12069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141665 members 
Mstep: Class 2 contains 81731 members 
Entering Unmasked Estep 
Score: -9119224.000000 Penalty: 1120.819824
	Iteration 6F: 3 clusters Score -9119224 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150075 members 
Mstep: Class 2 contains 73321 members 
Entering Unmasked Estep 
Score: -9124700.000000 Penalty: 1120.819824
	Iteration 7F: 3 clusters Score -9124700 nChanged 11100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159817 members 
Mstep: Class 2 contains 63579 members 
Entering Unmasked Estep 
Score: -9131062.000000 Penalty: 1120.819824
	Iteration 8Q: 3 clusters Score -9131062 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170307 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -9138489.000000 Penalty: 1120.819824
	Iteration 9Q: 3 clusters Score -9138489 nChanged 10303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180576 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -9146809.000000 Penalty: 1120.819824
	Iteration 10Q: 3 clusters Score -9146809 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189631 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -9155105.000000 Penalty: 1120.819824
	Iteration 11Q: 3 clusters Score -9155105 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196672 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -9163863.000000 Penalty: 1120.819824
	Iteration 12Q: 3 clusters Score -9163863 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201050 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -9170547.000000 Penalty: 1120.819824
	Iteration 13Q: 3 clusters Score -9170547 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203663 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -9173091.000000 Penalty: 1120.819824
	Iteration 14Q: 3 clusters Score -9173091 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205672 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -9174398.000000 Penalty: 1120.819824
	Iteration 15Q: 3 clusters Score -9174398 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207359 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -9175246.000000 Penalty: 1120.819824
	Iteration 16Q: 3 clusters Score -9175246 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208800 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -9175898.000000 Penalty: 1120.819824
	Iteration 17Q: 3 clusters Score -9175898 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210030 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -9176380.000000 Penalty: 1120.819824
	Iteration 18Q: 3 clusters Score -9176380 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211065 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -9176685.000000 Penalty: 1120.819824
	Iteration 19Q: 3 clusters Score -9176685 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211977 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -9176965.000000 Penalty: 1120.819824
	Iteration 20F: 3 clusters Score -9176965 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212767 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -9177153.000000 Penalty: 1120.819824
	Iteration 21Q: 3 clusters Score -9177153 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213426 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -9177230.000000 Penalty: 1120.819824
	Iteration 22Q: 3 clusters Score -9177230 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214035 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -9177363.000000 Penalty: 1120.819824
	Iteration 23Q: 3 clusters Score -9177363 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214594 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -9177468.000000 Penalty: 1120.819824
	Iteration 24Q: 3 clusters Score -9177468 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215055 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -9177534.000000 Penalty: 1120.819824
	Iteration 25Q: 3 clusters Score -9177534 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215450 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -9177571.000000 Penalty: 1120.819824
	Iteration 26Q: 3 clusters Score -9177571 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215789 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -9177578.000000 Penalty: 1120.819824
	Iteration 27Q: 3 clusters Score -9177578 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216106 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -9177609.000000 Penalty: 1120.819824
	Iteration 28Q: 3 clusters Score -9177609 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216419 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -9177647.000000 Penalty: 1120.819824
	Iteration 29Q: 3 clusters Score -9177647 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216705 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -9177662.000000 Penalty: 1120.819824
	Iteration 30Q: 3 clusters Score -9177662 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216969 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -9177745.000000 Penalty: 1120.819824
	Iteration 31Q: 3 clusters Score -9177745 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217203 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -9177756.000000 Penalty: 1120.819824
	Iteration 32Q: 3 clusters Score -9177756 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217405 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -9177760.000000 Penalty: 1120.819824
	Iteration 33Q: 3 clusters Score -9177760 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217590 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -9177742.000000 Penalty: 1120.819824
	Iteration 34Q: 3 clusters Score -9177742 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217745 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -9177764.000000 Penalty: 1120.819824
	Iteration 35Q: 3 clusters Score -9177764 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217867 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -9177762.000000 Penalty: 1120.819824
	Iteration 36Q: 3 clusters Score -9177762 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217976 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -9177753.000000 Penalty: 1120.819824
	Iteration 37Q: 3 clusters Score -9177753 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218082 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -9177755.000000 Penalty: 1120.819824
	Iteration 38Q: 3 clusters Score -9177755 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218188 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -9177750.000000 Penalty: 1120.819824
	Iteration 39Q: 3 clusters Score -9177750 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218271 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -9177735.000000 Penalty: 1120.819824
	Iteration 40F: 3 clusters Score -9177735 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218360 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -9177739.000000 Penalty: 1120.819824
	Iteration 41Q: 3 clusters Score -9177739 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218446 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -9177755.000000 Penalty: 1120.819824
	Iteration 42Q: 3 clusters Score -9177755 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218513 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -9177759.000000 Penalty: 1120.819824
	Iteration 43Q: 3 clusters Score -9177759 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218585 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -9177768.000000 Penalty: 1120.819824
	Iteration 44Q: 3 clusters Score -9177768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218641 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -9177773.000000 Penalty: 1120.819824
	Iteration 45Q: 3 clusters Score -9177773 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218709 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -9177783.000000 Penalty: 1120.819824
	Iteration 46Q: 3 clusters Score -9177783 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218771 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -9177795.000000 Penalty: 1120.819824
	Iteration 47Q: 3 clusters Score -9177795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218810 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -9177799.000000 Penalty: 1120.819824
	Iteration 48Q: 3 clusters Score -9177799 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218846 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -9177803.000000 Penalty: 1120.819824
	Iteration 49Q: 3 clusters Score -9177803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218884 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -9177811.000000 Penalty: 1120.819824
	Iteration 50Q: 3 clusters Score -9177811 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218919 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -9177810.000000 Penalty: 1120.819824
	Iteration 51Q: 3 clusters Score -9177810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218958 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -9177802.000000 Penalty: 1120.819824
	Iteration 52Q: 3 clusters Score -9177802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218995 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -9177793.000000 Penalty: 1120.819824
	Iteration 53Q: 3 clusters Score -9177793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219030 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -9177786.000000 Penalty: 1120.819824
	Iteration 54Q: 3 clusters Score -9177786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219058 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -9177786.000000 Penalty: 1120.819824
	Iteration 55Q: 3 clusters Score -9177786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219080 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -9177782.000000 Penalty: 1120.819824
	Iteration 56Q: 3 clusters Score -9177782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219103 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -9177782.000000 Penalty: 1120.819824
	Iteration 57Q: 3 clusters Score -9177782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219131 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -9177777.000000 Penalty: 1120.819824
	Iteration 58Q: 3 clusters Score -9177777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219149 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -9177782.000000 Penalty: 1120.819824
	Iteration 59Q: 3 clusters Score -9177782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219167 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -9177786.000000 Penalty: 1120.819824
	Iteration 60F: 3 clusters Score -9177786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219185 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -9177781.000000 Penalty: 1120.819824
	Iteration 61Q: 3 clusters Score -9177781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219209 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -9177797.000000 Penalty: 1120.819824
	Iteration 62Q: 3 clusters Score -9177797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219228 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -9177793.000000 Penalty: 1120.819824
	Iteration 63Q: 3 clusters Score -9177793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219240 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -9177802.000000 Penalty: 1120.819824
	Iteration 64Q: 3 clusters Score -9177802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219255 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -9177803.000000 Penalty: 1120.819824
	Iteration 65Q: 3 clusters Score -9177803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219265 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -9177801.000000 Penalty: 1120.819824
	Iteration 66Q: 3 clusters Score -9177801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219274 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -9177801.000000 Penalty: 1120.819824
	Iteration 67Q: 3 clusters Score -9177801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219282 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -9177804.000000 Penalty: 1120.819824
	Iteration 68Q: 3 clusters Score -9177804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219289 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -9177804.000000 Penalty: 1120.819824
	Iteration 69Q: 3 clusters Score -9177804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219295 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -9177809.000000 Penalty: 1120.819824
	Iteration 70Q: 3 clusters Score -9177809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219301 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -9177811.000000 Penalty: 1120.819824
	Iteration 71Q: 3 clusters Score -9177811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219307 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -9177806.000000 Penalty: 1120.819824
	Iteration 72Q: 3 clusters Score -9177806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219314 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -9177808.000000 Penalty: 1120.819824
	Iteration 73Q: 3 clusters Score -9177808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219321 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -9177808.000000 Penalty: 1120.819824
	Iteration 74Q: 3 clusters Score -9177808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219327 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -9177815.000000 Penalty: 1120.819824
	Iteration 75Q: 3 clusters Score -9177815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219331 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -9177815.000000 Penalty: 1120.819824
	Iteration 76Q: 3 clusters Score -9177815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219335 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -9177809.000000 Penalty: 1120.819824
	Iteration 77Q: 3 clusters Score -9177809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219341 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -9177812.000000 Penalty: 1120.819824
	Iteration 78Q: 3 clusters Score -9177812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219347 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -9177814.000000 Penalty: 1120.819824
	Iteration 79Q: 3 clusters Score -9177814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219354 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -9177809.000000 Penalty: 1120.819824
	Iteration 80F: 3 clusters Score -9177809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219357 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -9177807.000000 Penalty: 1120.819824
	Iteration 81Q: 3 clusters Score -9177807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219362 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -9177805.000000 Penalty: 1120.819824
	Iteration 82Q: 3 clusters Score -9177805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219369 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -9177807.000000 Penalty: 1120.819824
	Iteration 83Q: 3 clusters Score -9177807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219375 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -9177806.000000 Penalty: 1120.819824
	Iteration 84Q: 3 clusters Score -9177806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219380 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -9177801.000000 Penalty: 1120.819824
	Iteration 85Q: 3 clusters Score -9177801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219380 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -9177806.000000 Penalty: 1120.819824
	Iteration 86Q: 3 clusters Score -9177806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219380 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -9177806.000000 Penalty: 1120.819824
	Iteration 87F: 3 clusters Score -9177806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 4021 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 2527 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 85791 members 
Mstep: Class 8 contains 1963 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 6008 members 
Mstep: Class 11 contains 3405 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 219380 members 
Mstep: Class 14 contains 5074 members 
Mstep: Class 15 contains 4306 members 
Mstep: Class 16 contains 1738 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 20 contains 16919 members 
Mstep: Class 21 contains 12532 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 637 members 
Mstep: Class 26 contains 1429 members 
Mstep: Class 27 contains 3809 members 
Mstep: Class 28 contains 27288 members 
Mstep: Class 29 contains 2481 members 
Mstep: Class 30 contains 1862 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 1366 members 
Mstep: Class 33 contains 123 members 
Mstep: Class 34 contains 1688 members 
Mstep: Class 35 contains 284210 members 
Mstep: Class 36 contains 374 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 1876 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1364 members 
Mstep: Class 41 contains 2261 members 
Mstep: Class 42 contains 5542 members 
Mstep: Class 43 contains 4016 members 
Entering Unmasked Estep 
Score: -28344572.000000 Penalty: 26414.312500
Splitting cluster 13 changes total score from -28343280.000000 to -28344572.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 14 (5074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Entering Unmasked Estep 
Score: -209800.109375 Penalty: 388.200775
	Iteration 0F: 2 clusters Score -209800.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -206353.703125 Penalty: 776.401550
	Iteration 0F: 3 clusters Score -206353.7 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -207669.890625 Penalty: 776.401550
	Iteration 1F: 3 clusters Score -207669.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -207850.031250 Penalty: 776.401550
	Iteration 2F: 3 clusters Score -207850 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -208019.187500 Penalty: 776.401550
	Iteration 3F: 3 clusters Score -208019.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -208198.187500 Penalty: 776.401550
	Iteration 4F: 3 clusters Score -208198.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -208381.015625 Penalty: 776.401550
	Iteration 5F: 3 clusters Score -208381 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -208620.953125 Penalty: 776.401550
	Iteration 6F: 3 clusters Score -208621 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -208896.984375 Penalty: 776.401550
	Iteration 7F: 3 clusters Score -208897 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -209109.750000 Penalty: 776.401550
	Iteration 8Q: 3 clusters Score -209109.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -209245.765625 Penalty: 776.401550
	Iteration 9Q: 3 clusters Score -209245.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -209359.796875 Penalty: 776.401550
	Iteration 10Q: 3 clusters Score -209359.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -209452.500000 Penalty: 776.401550
	Iteration 11Q: 3 clusters Score -209452.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -209505.328125 Penalty: 776.401550
	Iteration 12Q: 3 clusters Score -209505.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -209534.156250 Penalty: 776.401550
	Iteration 13Q: 3 clusters Score -209534.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -209542.015625 Penalty: 776.401550
	Iteration 14Q: 3 clusters Score -209542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -209549.640625 Penalty: 776.401550
	Iteration 15Q: 3 clusters Score -209549.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -209552.781250 Penalty: 776.401550
	Iteration 16Q: 3 clusters Score -209552.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -209553.828125 Penalty: 776.401550
	Iteration 17Q: 3 clusters Score -209553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -209554.671875 Penalty: 776.401550
	Iteration 18Q: 3 clusters Score -209554.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -209555.484375 Penalty: 776.401550
	Iteration 19Q: 3 clusters Score -209555.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -209556.718750 Penalty: 776.401550
	Iteration 20F: 3 clusters Score -209556.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -209558.312500 Penalty: 776.401550
	Iteration 21Q: 3 clusters Score -209558.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -209559.453125 Penalty: 776.401550
	Iteration 22Q: 3 clusters Score -209559.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -209560.750000 Penalty: 776.401550
	Iteration 23Q: 3 clusters Score -209560.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -209561.359375 Penalty: 776.401550
	Iteration 24Q: 3 clusters Score -209561.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -209561.609375 Penalty: 776.401550
	Iteration 25Q: 3 clusters Score -209561.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -209562.968750 Penalty: 776.401550
	Iteration 26Q: 3 clusters Score -209563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -209562.906250 Penalty: 776.401550
	Iteration 27Q: 3 clusters Score -209562.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -209563.031250 Penalty: 776.401550
	Iteration 28Q: 3 clusters Score -209563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -209563.031250 Penalty: 776.401550
	Iteration 29F: 3 clusters Score -209563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Entering Unmasked Estep 
Score: -171121.796875 Penalty: 380.733276
	Iteration 0F: 2 clusters Score -171121.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -168226.156250 Penalty: 761.466553
	Iteration 0F: 3 clusters Score -168226.2 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -169359.265625 Penalty: 761.466553
	Iteration 1F: 3 clusters Score -169359.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -169598.171875 Penalty: 761.466553
	Iteration 2F: 3 clusters Score -169598.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -169867.328125 Penalty: 761.466553
	Iteration 3F: 3 clusters Score -169867.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -170158.953125 Penalty: 761.466553
	Iteration 4F: 3 clusters Score -170159 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -170374.218750 Penalty: 761.466553
	Iteration 5F: 3 clusters Score -170374.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -170465.703125 Penalty: 761.466553
	Iteration 6Q: 3 clusters Score -170465.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -170505.890625 Penalty: 761.466553
	Iteration 7Q: 3 clusters Score -170505.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -170535.937500 Penalty: 761.466553
	Iteration 8Q: 3 clusters Score -170535.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -170553.093750 Penalty: 761.466553
	Iteration 9Q: 3 clusters Score -170553.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -170564.171875 Penalty: 761.466553
	Iteration 10Q: 3 clusters Score -170564.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -170570.234375 Penalty: 761.466553
	Iteration 11Q: 3 clusters Score -170570.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -170575.250000 Penalty: 761.466553
	Iteration 12Q: 3 clusters Score -170575.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -170583.296875 Penalty: 761.466553
	Iteration 13Q: 3 clusters Score -170583.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -170593.359375 Penalty: 761.466553
	Iteration 14Q: 3 clusters Score -170593.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -170604.281250 Penalty: 761.466553
	Iteration 15Q: 3 clusters Score -170604.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -170618.734375 Penalty: 761.466553
	Iteration 16Q: 3 clusters Score -170618.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -170636.781250 Penalty: 761.466553
	Iteration 17Q: 3 clusters Score -170636.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -170661.140625 Penalty: 761.466553
	Iteration 18Q: 3 clusters Score -170661.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -170688.390625 Penalty: 761.466553
	Iteration 19Q: 3 clusters Score -170688.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -170719.359375 Penalty: 761.466553
	Iteration 20F: 3 clusters Score -170719.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -170754.328125 Penalty: 761.466553
	Iteration 21Q: 3 clusters Score -170754.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -170786.125000 Penalty: 761.466553
	Iteration 22Q: 3 clusters Score -170786.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -170813.812500 Penalty: 761.466553
	Iteration 23Q: 3 clusters Score -170813.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -170831.265625 Penalty: 761.466553
	Iteration 24Q: 3 clusters Score -170831.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -170853.015625 Penalty: 761.466553
	Iteration 25Q: 3 clusters Score -170853 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -170878.265625 Penalty: 761.466553
	Iteration 26Q: 3 clusters Score -170878.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -170898.234375 Penalty: 761.466553
	Iteration 27Q: 3 clusters Score -170898.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -170908.281250 Penalty: 761.466553
	Iteration 28Q: 3 clusters Score -170908.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -170911.750000 Penalty: 761.466553
	Iteration 29Q: 3 clusters Score -170911.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -170915.843750 Penalty: 761.466553
	Iteration 30Q: 3 clusters Score -170915.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -170920.015625 Penalty: 761.466553
	Iteration 31Q: 3 clusters Score -170920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -170924.578125 Penalty: 761.466553
	Iteration 32Q: 3 clusters Score -170924.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -170928.312500 Penalty: 761.466553
	Iteration 33Q: 3 clusters Score -170928.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -170929.812500 Penalty: 761.466553
	Iteration 34Q: 3 clusters Score -170929.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -170931.343750 Penalty: 761.466553
	Iteration 35Q: 3 clusters Score -170931.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -170932.718750 Penalty: 761.466553
	Iteration 36Q: 3 clusters Score -170932.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -170933.437500 Penalty: 761.466553
	Iteration 37Q: 3 clusters Score -170933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -170933.796875 Penalty: 761.466553
	Iteration 38Q: 3 clusters Score -170933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -170934.218750 Penalty: 761.466553
	Iteration 39Q: 3 clusters Score -170934.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -170934.562500 Penalty: 761.466553
	Iteration 40F: 3 clusters Score -170934.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -170935.515625 Penalty: 761.466553
	Iteration 41Q: 3 clusters Score -170935.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -170935.515625 Penalty: 761.466553
	Iteration 42F: 3 clusters Score -170935.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Entering Unmasked Estep 
Score: -61034.003906 Penalty: 339.452301
	Iteration 0F: 2 clusters Score -61034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -59781.804688 Penalty: 678.904602
	Iteration 0F: 3 clusters Score -59781.8 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -60180.718750 Penalty: 678.904602
	Iteration 1F: 3 clusters Score -60180.72 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -60271.816406 Penalty: 678.904602
	Iteration 2F: 3 clusters Score -60271.82 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -60370.304688 Penalty: 678.904602
	Iteration 3F: 3 clusters Score -60370.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -60454.195312 Penalty: 678.904602
	Iteration 4F: 3 clusters Score -60454.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -60518.898438 Penalty: 678.904602
	Iteration 5Q: 3 clusters Score -60518.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -60572.703125 Penalty: 678.904602
	Iteration 6Q: 3 clusters Score -60572.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -60623.113281 Penalty: 678.904602
	Iteration 7Q: 3 clusters Score -60623.11 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -60668.972656 Penalty: 678.904602
	Iteration 8Q: 3 clusters Score -60668.97 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -60699.742188 Penalty: 678.904602
	Iteration 9Q: 3 clusters Score -60699.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -60719.195312 Penalty: 678.904602
	Iteration 10Q: 3 clusters Score -60719.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60725.765625 Penalty: 678.904602
	Iteration 11Q: 3 clusters Score -60725.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60727.976562 Penalty: 678.904602
	Iteration 12Q: 3 clusters Score -60727.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60730.109375 Penalty: 678.904602
	Iteration 13Q: 3 clusters Score -60730.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60732.664062 Penalty: 678.904602
	Iteration 14Q: 3 clusters Score -60732.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60735.753906 Penalty: 678.904602
	Iteration 15Q: 3 clusters Score -60735.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60738.113281 Penalty: 678.904602
	Iteration 16Q: 3 clusters Score -60738.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60740.835938 Penalty: 678.904602
	Iteration 17Q: 3 clusters Score -60740.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60742.769531 Penalty: 678.904602
	Iteration 18Q: 3 clusters Score -60742.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60747.351562 Penalty: 678.904602
	Iteration 19Q: 3 clusters Score -60747.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60751.058594 Penalty: 678.904602
	Iteration 20F: 3 clusters Score -60751.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60752.300781 Penalty: 678.904602
	Iteration 21Q: 3 clusters Score -60752.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60753.136719 Penalty: 678.904602
	Iteration 22Q: 3 clusters Score -60753.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60753.789062 Penalty: 678.904602
	Iteration 23Q: 3 clusters Score -60753.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60754.535156 Penalty: 678.904602
	Iteration 24Q: 3 clusters Score -60754.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60755.867188 Penalty: 678.904602
	Iteration 25Q: 3 clusters Score -60755.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60756.339844 Penalty: 678.904602
	Iteration 26Q: 3 clusters Score -60756.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60756.339844 Penalty: 678.904602
	Iteration 27F: 3 clusters Score -60756.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -35676.148438 Penalty: 315.203888
	Iteration 0F: 2 clusters Score -35676.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -34871.250000 Penalty: 630.407776
	Iteration 0F: 3 clusters Score -34871.25 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -35232.539062 Penalty: 630.407776
	Iteration 1F: 3 clusters Score -35232.54 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -35349.078125 Penalty: 630.407776
	Iteration 2F: 3 clusters Score -35349.08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -35397.699219 Penalty: 630.407776
	Iteration 3F: 3 clusters Score -35397.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -35430.640625 Penalty: 630.407776
	Iteration 4Q: 3 clusters Score -35430.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -35453.980469 Penalty: 630.407776
	Iteration 5Q: 3 clusters Score -35453.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -35473.527344 Penalty: 630.407776
	Iteration 6Q: 3 clusters Score -35473.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -35490.675781 Penalty: 630.407776
	Iteration 7Q: 3 clusters Score -35490.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -35503.429688 Penalty: 630.407776
	Iteration 8Q: 3 clusters Score -35503.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -35512.152344 Penalty: 630.407776
	Iteration 9Q: 3 clusters Score -35512.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -35516.863281 Penalty: 630.407776
	Iteration 10Q: 3 clusters Score -35516.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -35523.496094 Penalty: 630.407776
	Iteration 11Q: 3 clusters Score -35523.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -35530.261719 Penalty: 630.407776
	Iteration 12Q: 3 clusters Score -35530.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -35533.324219 Penalty: 630.407776
	Iteration 13Q: 3 clusters Score -35533.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -35535.136719 Penalty: 630.407776
	Iteration 14Q: 3 clusters Score -35535.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -35536.878906 Penalty: 630.407776
	Iteration 15Q: 3 clusters Score -35536.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -35538.683594 Penalty: 630.407776
	Iteration 16Q: 3 clusters Score -35538.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -35538.765625 Penalty: 630.407776
	Iteration 17Q: 3 clusters Score -35538.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -35538.765625 Penalty: 630.407776
	Iteration 18F: 3 clusters Score -35538.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -43759.171875 Penalty: 322.217743
	Iteration 0F: 2 clusters Score -43759.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -42845.457031 Penalty: 644.435486
	Iteration 0F: 3 clusters Score -42845.46 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -43100.839844 Penalty: 644.435486
	Iteration 1F: 3 clusters Score -43100.84 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -43145.355469 Penalty: 644.435486
	Iteration 2F: 3 clusters Score -43145.36 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -43177.671875 Penalty: 644.435486
	Iteration 3Q: 3 clusters Score -43177.67 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -43207.835938 Penalty: 644.435486
	Iteration 4Q: 3 clusters Score -43207.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -43233.898438 Penalty: 644.435486
	Iteration 5Q: 3 clusters Score -43233.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -43266.308594 Penalty: 644.435486
	Iteration 6Q: 3 clusters Score -43266.31 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -43309.699219 Penalty: 644.435486
	Iteration 7Q: 3 clusters Score -43309.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -43342.515625 Penalty: 644.435486
	Iteration 8Q: 3 clusters Score -43342.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -43379.507812 Penalty: 644.435486
	Iteration 9Q: 3 clusters Score -43379.51 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -43409.890625 Penalty: 644.435486
	Iteration 10Q: 3 clusters Score -43409.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -43424.968750 Penalty: 644.435486
	Iteration 11Q: 3 clusters Score -43424.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -43430.937500 Penalty: 644.435486
	Iteration 12Q: 3 clusters Score -43430.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -43434.019531 Penalty: 644.435486
	Iteration 13Q: 3 clusters Score -43434.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -43437.035156 Penalty: 644.435486
	Iteration 14Q: 3 clusters Score -43437.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -43440.402344 Penalty: 644.435486
	Iteration 15Q: 3 clusters Score -43440.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -43443.894531 Penalty: 644.435486
	Iteration 16Q: 3 clusters Score -43443.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -43446.839844 Penalty: 644.435486
	Iteration 17Q: 3 clusters Score -43446.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -43449.539062 Penalty: 644.435486
	Iteration 18Q: 3 clusters Score -43449.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -43453.519531 Penalty: 644.435486
	Iteration 19Q: 3 clusters Score -43453.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -43456.062500 Penalty: 644.435486
	Iteration 20F: 3 clusters Score -43456.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -43457.636719 Penalty: 644.435486
	Iteration 21Q: 3 clusters Score -43457.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -43458.152344 Penalty: 644.435486
	Iteration 22Q: 3 clusters Score -43458.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -43459.128906 Penalty: 644.435486
	Iteration 23Q: 3 clusters Score -43459.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -43459.593750 Penalty: 644.435486
	Iteration 24Q: 3 clusters Score -43459.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -43459.921875 Penalty: 644.435486
	Iteration 25Q: 3 clusters Score -43459.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -43460.066406 Penalty: 644.435486
	Iteration 26Q: 3 clusters Score -43460.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -43461.234375 Penalty: 644.435486
	Iteration 27Q: 3 clusters Score -43461.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -43461.773438 Penalty: 644.435486
	Iteration 28Q: 3 clusters Score -43461.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -43462.558594 Penalty: 644.435486
	Iteration 29Q: 3 clusters Score -43462.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -43462.949219 Penalty: 644.435486
	Iteration 30Q: 3 clusters Score -43462.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -43464.710938 Penalty: 644.435486
	Iteration 31Q: 3 clusters Score -43464.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -43465.722656 Penalty: 644.435486
	Iteration 32Q: 3 clusters Score -43465.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -43466.578125 Penalty: 644.435486
	Iteration 33Q: 3 clusters Score -43466.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -43468.550781 Penalty: 644.435486
	Iteration 34Q: 3 clusters Score -43468.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -43469.523438 Penalty: 644.435486
	Iteration 35Q: 3 clusters Score -43469.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -43469.644531 Penalty: 644.435486
	Iteration 36Q: 3 clusters Score -43469.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -43470.304688 Penalty: 644.435486
	Iteration 37Q: 3 clusters Score -43470.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -43470.742188 Penalty: 644.435486
	Iteration 38Q: 3 clusters Score -43470.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -43472.074219 Penalty: 644.435486
	Iteration 39Q: 3 clusters Score -43472.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -43474.296875 Penalty: 644.435486
	Iteration 40F: 3 clusters Score -43474.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -43477.867188 Penalty: 644.435486
	Iteration 41Q: 3 clusters Score -43477.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -43480.308594 Penalty: 644.435486
	Iteration 42Q: 3 clusters Score -43480.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -43483.035156 Penalty: 644.435486
	Iteration 43Q: 3 clusters Score -43483.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -43487.671875 Penalty: 644.435486
	Iteration 44Q: 3 clusters Score -43487.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -43495.398438 Penalty: 644.435486
	Iteration 45Q: 3 clusters Score -43495.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -43501.242188 Penalty: 644.435486
	Iteration 46Q: 3 clusters Score -43501.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -43507.617188 Penalty: 644.435486
	Iteration 47Q: 3 clusters Score -43507.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -43513.890625 Penalty: 644.435486
	Iteration 48Q: 3 clusters Score -43513.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -43521.117188 Penalty: 644.435486
	Iteration 49Q: 3 clusters Score -43521.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -43525.214844 Penalty: 644.435486
	Iteration 50Q: 3 clusters Score -43525.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -43528.515625 Penalty: 644.435486
	Iteration 51Q: 3 clusters Score -43528.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -43532.570312 Penalty: 644.435486
	Iteration 52Q: 3 clusters Score -43532.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -43534.718750 Penalty: 644.435486
	Iteration 53Q: 3 clusters Score -43534.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -43534.960938 Penalty: 644.435486
	Iteration 54Q: 3 clusters Score -43534.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -43535.082031 Penalty: 644.435486
	Iteration 55Q: 3 clusters Score -43535.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -43535.082031 Penalty: 644.435486
	Iteration 56F: 3 clusters Score -43535.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -39315.523438 Penalty: 317.678009
	Iteration 0F: 2 clusters Score -39315.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -38444.992188 Penalty: 635.356018
	Iteration 0F: 3 clusters Score -38444.99 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -38717.472656 Penalty: 635.356018
	Iteration 1F: 3 clusters Score -38717.47 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -38793.644531 Penalty: 635.356018
	Iteration 2F: 3 clusters Score -38793.64 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -38847.093750 Penalty: 635.356018
	Iteration 3F: 3 clusters Score -38847.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -38889.574219 Penalty: 635.356018
	Iteration 4Q: 3 clusters Score -38889.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -38932.035156 Penalty: 635.356018
	Iteration 5Q: 3 clusters Score -38932.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -38969.917969 Penalty: 635.356018
	Iteration 6Q: 3 clusters Score -38969.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -38989.605469 Penalty: 635.356018
	Iteration 7Q: 3 clusters Score -38989.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -38999.382812 Penalty: 635.356018
	Iteration 8Q: 3 clusters Score -38999.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -39007.277344 Penalty: 635.356018
	Iteration 9Q: 3 clusters Score -39007.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -39019.796875 Penalty: 635.356018
	Iteration 10Q: 3 clusters Score -39019.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -39040.121094 Penalty: 635.356018
	Iteration 11Q: 3 clusters Score -39040.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -39057.429688 Penalty: 635.356018
	Iteration 12Q: 3 clusters Score -39057.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -39066.066406 Penalty: 635.356018
	Iteration 13Q: 3 clusters Score -39066.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -39075.085938 Penalty: 635.356018
	Iteration 14Q: 3 clusters Score -39075.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -39082.855469 Penalty: 635.356018
	Iteration 15Q: 3 clusters Score -39082.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -39084.378906 Penalty: 635.356018
	Iteration 16Q: 3 clusters Score -39084.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -39087.257812 Penalty: 635.356018
	Iteration 17Q: 3 clusters Score -39087.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -39088.515625 Penalty: 635.356018
	Iteration 18Q: 3 clusters Score -39088.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -39089.289062 Penalty: 635.356018
	Iteration 19Q: 3 clusters Score -39089.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -39089.289062 Penalty: 635.356018
	Iteration 20F: 3 clusters Score -39089.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Entering Unmasked Estep 
Score: -665556.812500 Penalty: 442.996765
	Iteration 0F: 2 clusters Score -665556.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -654254.687500 Penalty: 885.993530
	Iteration 0F: 3 clusters Score -654254.7 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -659424.375000 Penalty: 885.993530
	Iteration 1F: 3 clusters Score -659424.4 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -659977.250000 Penalty: 885.993530
	Iteration 2F: 3 clusters Score -659977.2 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -660630.812500 Penalty: 885.993530
	Iteration 3F: 3 clusters Score -660630.8 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -661487.312500 Penalty: 885.993530
	Iteration 4F: 3 clusters Score -661487.3 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -662521.375000 Penalty: 885.993530
	Iteration 5F: 3 clusters Score -662521.4 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -663532.375000 Penalty: 885.993530
	Iteration 6F: 3 clusters Score -663532.4 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -664288.875000 Penalty: 885.993530
	Iteration 7Q: 3 clusters Score -664288.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -664693.687500 Penalty: 885.993530
	Iteration 8Q: 3 clusters Score -664693.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -664919.062500 Penalty: 885.993530
	Iteration 9Q: 3 clusters Score -664919.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -665079.250000 Penalty: 885.993530
	Iteration 10Q: 3 clusters Score -665079.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -665199.187500 Penalty: 885.993530
	Iteration 11Q: 3 clusters Score -665199.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -665274.625000 Penalty: 885.993530
	Iteration 12Q: 3 clusters Score -665274.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -665349.250000 Penalty: 885.993530
	Iteration 13Q: 3 clusters Score -665349.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -665403.875000 Penalty: 885.993530
	Iteration 14Q: 3 clusters Score -665403.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -665451.875000 Penalty: 885.993530
	Iteration 15Q: 3 clusters Score -665451.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -665494.875000 Penalty: 885.993530
	Iteration 16Q: 3 clusters Score -665494.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -665521.875000 Penalty: 885.993530
	Iteration 17Q: 3 clusters Score -665521.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -665533.812500 Penalty: 885.993530
	Iteration 18Q: 3 clusters Score -665533.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -665539.812500 Penalty: 885.993530
	Iteration 19Q: 3 clusters Score -665539.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -665547.562500 Penalty: 885.993530
	Iteration 20F: 3 clusters Score -665547.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -665550.750000 Penalty: 885.993530
	Iteration 21Q: 3 clusters Score -665550.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -665552.312500 Penalty: 885.993530
	Iteration 22Q: 3 clusters Score -665552.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -665555.875000 Penalty: 885.993530
	Iteration 23Q: 3 clusters Score -665555.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -665558.187500 Penalty: 885.993530
	Iteration 24Q: 3 clusters Score -665558.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -665560.187500 Penalty: 885.993530
	Iteration 25Q: 3 clusters Score -665560.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -665560.625000 Penalty: 885.993530
	Iteration 26Q: 3 clusters Score -665560.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -665560.812500 Penalty: 885.993530
	Iteration 27Q: 3 clusters Score -665560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -665560.062500 Penalty: 885.993530
	Iteration 28Q: 3 clusters Score -665560.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -665560.875000 Penalty: 885.993530
	Iteration 29Q: 3 clusters Score -665560.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -665561.437500 Penalty: 885.993530
	Iteration 30Q: 3 clusters Score -665561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -665561.562500 Penalty: 885.993530
	Iteration 31Q: 3 clusters Score -665561.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -665561.562500 Penalty: 885.993530
	Iteration 32F: 3 clusters Score -665561.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 4021 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 2527 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 85791 members 
Mstep: Class 8 contains 1963 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 6008 members 
Mstep: Class 11 contains 3405 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 219380 members 
Mstep: Class 14 contains 5074 members 
Mstep: Class 15 contains 4306 members 
Mstep: Class 16 contains 1738 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 20 contains 825 members 
Mstep: Class 21 contains 12532 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 637 members 
Mstep: Class 26 contains 1429 members 
Mstep: Class 27 contains 3809 members 
Mstep: Class 28 contains 27288 members 
Mstep: Class 29 contains 2481 members 
Mstep: Class 30 contains 1862 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 1366 members 
Mstep: Class 33 contains 123 members 
Mstep: Class 34 contains 1688 members 
Mstep: Class 35 contains 284210 members 
Mstep: Class 36 contains 374 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 1876 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1364 members 
Mstep: Class 41 contains 2261 members 
Mstep: Class 42 contains 5542 members 
Mstep: Class 43 contains 4016 members 
Mstep: Class 44 contains 16094 members 
Entering Unmasked Estep 
Score: -28344466.000000 Penalty: 27028.597656
Splitting cluster 20 changes total score from -28343280.000000 to -28344466.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 21 (12532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Entering Unmasked Estep 
Score: -488331.093750 Penalty: 429.339874
	Iteration 0F: 2 clusters Score -488331.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -480028.531250 Penalty: 858.679749
	Iteration 0F: 3 clusters Score -480028.5 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -483600.812500 Penalty: 858.679749
	Iteration 1F: 3 clusters Score -483600.8 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -484031.906250 Penalty: 858.679749
	Iteration 2F: 3 clusters Score -484031.9 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -484595.500000 Penalty: 858.679749
	Iteration 3F: 3 clusters Score -484595.5 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -485338.000000 Penalty: 858.679749
	Iteration 4F: 3 clusters Score -485338 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -485995.781250 Penalty: 858.679749
	Iteration 5F: 3 clusters Score -485995.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -486422.187500 Penalty: 858.679749
	Iteration 6F: 3 clusters Score -486422.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -486649.156250 Penalty: 858.679749
	Iteration 7Q: 3 clusters Score -486649.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -486758.437500 Penalty: 858.679749
	Iteration 8Q: 3 clusters Score -486758.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -486851.218750 Penalty: 858.679749
	Iteration 9Q: 3 clusters Score -486851.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -486959.156250 Penalty: 858.679749
	Iteration 10Q: 3 clusters Score -486959.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -487062.531250 Penalty: 858.679749
	Iteration 11Q: 3 clusters Score -487062.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -487149.625000 Penalty: 858.679749
	Iteration 12Q: 3 clusters Score -487149.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -487235.562500 Penalty: 858.679749
	Iteration 13Q: 3 clusters Score -487235.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -487328.281250 Penalty: 858.679749
	Iteration 14Q: 3 clusters Score -487328.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -487409.718750 Penalty: 858.679749
	Iteration 15Q: 3 clusters Score -487409.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -487492.781250 Penalty: 858.679749
	Iteration 16Q: 3 clusters Score -487492.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -487576.343750 Penalty: 858.679749
	Iteration 17Q: 3 clusters Score -487576.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -487643.375000 Penalty: 858.679749
	Iteration 18Q: 3 clusters Score -487643.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -487702.562500 Penalty: 858.679749
	Iteration 19Q: 3 clusters Score -487702.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -487743.562500 Penalty: 858.679749
	Iteration 20F: 3 clusters Score -487743.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -487786.125000 Penalty: 858.679749
	Iteration 21Q: 3 clusters Score -487786.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -487831.125000 Penalty: 858.679749
	Iteration 22Q: 3 clusters Score -487831.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -487867.500000 Penalty: 858.679749
	Iteration 23Q: 3 clusters Score -487867.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -487893.937500 Penalty: 858.679749
	Iteration 24Q: 3 clusters Score -487893.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -487916.250000 Penalty: 858.679749
	Iteration 25Q: 3 clusters Score -487916.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -487932.843750 Penalty: 858.679749
	Iteration 26Q: 3 clusters Score -487932.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -487945.437500 Penalty: 858.679749
	Iteration 27Q: 3 clusters Score -487945.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -487949.968750 Penalty: 858.679749
	Iteration 28Q: 3 clusters Score -487950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -487955.156250 Penalty: 858.679749
	Iteration 29Q: 3 clusters Score -487955.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -487960.843750 Penalty: 858.679749
	Iteration 30Q: 3 clusters Score -487960.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -487969.218750 Penalty: 858.679749
	Iteration 31Q: 3 clusters Score -487969.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -487973.156250 Penalty: 858.679749
	Iteration 32Q: 3 clusters Score -487973.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -487980.343750 Penalty: 858.679749
	Iteration 33Q: 3 clusters Score -487980.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -487985.500000 Penalty: 858.679749
	Iteration 34Q: 3 clusters Score -487985.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -487988.625000 Penalty: 858.679749
	Iteration 35Q: 3 clusters Score -487988.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -487994.125000 Penalty: 858.679749
	Iteration 36Q: 3 clusters Score -487994.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -488000.531250 Penalty: 858.679749
	Iteration 37Q: 3 clusters Score -488000.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -488009.281250 Penalty: 858.679749
	Iteration 38Q: 3 clusters Score -488009.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -488015.250000 Penalty: 858.679749
	Iteration 39Q: 3 clusters Score -488015.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -488020.250000 Penalty: 858.679749
	Iteration 40F: 3 clusters Score -488020.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -488023.062500 Penalty: 858.679749
	Iteration 41Q: 3 clusters Score -488023.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -488025.218750 Penalty: 858.679749
	Iteration 42Q: 3 clusters Score -488025.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -488028.625000 Penalty: 858.679749
	Iteration 43Q: 3 clusters Score -488028.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -488033.250000 Penalty: 858.679749
	Iteration 44Q: 3 clusters Score -488033.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -488037.968750 Penalty: 858.679749
	Iteration 45Q: 3 clusters Score -488038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -488041.531250 Penalty: 858.679749
	Iteration 46Q: 3 clusters Score -488041.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -488045.875000 Penalty: 858.679749
	Iteration 47Q: 3 clusters Score -488045.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -488051.531250 Penalty: 858.679749
	Iteration 48Q: 3 clusters Score -488051.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -488053.906250 Penalty: 858.679749
	Iteration 49Q: 3 clusters Score -488053.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -488056.562500 Penalty: 858.679749
	Iteration 50Q: 3 clusters Score -488056.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -488058.343750 Penalty: 858.679749
	Iteration 51Q: 3 clusters Score -488058.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -488059.906250 Penalty: 858.679749
	Iteration 52Q: 3 clusters Score -488059.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -488061.375000 Penalty: 858.679749
	Iteration 53Q: 3 clusters Score -488061.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -488061.812500 Penalty: 858.679749
	Iteration 54Q: 3 clusters Score -488061.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -488062.875000 Penalty: 858.679749
	Iteration 55Q: 3 clusters Score -488062.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -488065.218750 Penalty: 858.679749
	Iteration 56Q: 3 clusters Score -488065.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -488066.875000 Penalty: 858.679749
	Iteration 57Q: 3 clusters Score -488066.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -488067.125000 Penalty: 858.679749
	Iteration 58Q: 3 clusters Score -488067.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -488066.843750 Penalty: 858.679749
	Iteration 59Q: 3 clusters Score -488066.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -488067.531250 Penalty: 858.679749
	Iteration 60F: 3 clusters Score -488067.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -488068.468750 Penalty: 858.679749
	Iteration 61Q: 3 clusters Score -488068.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -488069.156250 Penalty: 858.679749
	Iteration 62Q: 3 clusters Score -488069.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -488069.562500 Penalty: 858.679749
	Iteration 63Q: 3 clusters Score -488069.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -488070.156250 Penalty: 858.679749
	Iteration 64Q: 3 clusters Score -488070.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -488070.625000 Penalty: 858.679749
	Iteration 65Q: 3 clusters Score -488070.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -488070.843750 Penalty: 858.679749
	Iteration 66Q: 3 clusters Score -488070.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -488070.843750 Penalty: 858.679749
	Iteration 67Q: 3 clusters Score -488070.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -488071.093750 Penalty: 858.679749
	Iteration 68Q: 3 clusters Score -488071.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -488071.093750 Penalty: 858.679749
	Iteration 69F: 3 clusters Score -488071.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -10231.234375 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -10231.23 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 150 members 
Entering Unmasked Estep 
Score: -9890.031250 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -9890.031 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9980.075195 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -9980.075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10000.543945 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -10000.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10027.762695 Penalty: 518.435486
	Iteration 3Q: 3 clusters Score -10027.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10061.597656 Penalty: 518.435486
	Iteration 4Q: 3 clusters Score -10061.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10087.279297 Penalty: 518.435486
	Iteration 5Q: 3 clusters Score -10087.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10099.937500 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -10099.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10114.885742 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -10114.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10133.680664 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -10133.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10149.609375 Penalty: 518.435486
	Iteration 9Q: 3 clusters Score -10149.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10152.357422 Penalty: 518.435486
	Iteration 10Q: 3 clusters Score -10152.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10153.190430 Penalty: 518.435486
	Iteration 11Q: 3 clusters Score -10153.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10153.190430 Penalty: 518.435486
	Iteration 12F: 3 clusters Score -10153.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -9231.285156 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -9231.285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8901.737305 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -8901.737 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8964.219727 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -8964.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8980.483398 Penalty: 505.319305
	Iteration 2F: 3 clusters Score -8980.483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8986.911133 Penalty: 505.319305
	Iteration 3Q: 3 clusters Score -8986.911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8987.738281 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -8987.738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8987.907227 Penalty: 505.319305
	Iteration 5Q: 3 clusters Score -8987.907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8987.907227 Penalty: 505.319305
	Iteration 6F: 3 clusters Score -8987.907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Entering Unmasked Estep 
Score: -56005.375000 Penalty: 334.506897
	Iteration 0F: 2 clusters Score -56005.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -54880.050781 Penalty: 669.013794
	Iteration 0F: 3 clusters Score -54880.05 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -55380.304688 Penalty: 669.013794
	Iteration 1F: 3 clusters Score -55380.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -55500.894531 Penalty: 669.013794
	Iteration 2F: 3 clusters Score -55500.89 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -55567.054688 Penalty: 669.013794
	Iteration 3F: 3 clusters Score -55567.05 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -55622.265625 Penalty: 669.013794
	Iteration 4Q: 3 clusters Score -55622.27 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -55681.371094 Penalty: 669.013794
	Iteration 5Q: 3 clusters Score -55681.37 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -55727.542969 Penalty: 669.013794
	Iteration 6Q: 3 clusters Score -55727.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -55747.058594 Penalty: 669.013794
	Iteration 7Q: 3 clusters Score -55747.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -55767.218750 Penalty: 669.013794
	Iteration 8Q: 3 clusters Score -55767.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -55791.148438 Penalty: 669.013794
	Iteration 9Q: 3 clusters Score -55791.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -55807.273438 Penalty: 669.013794
	Iteration 10Q: 3 clusters Score -55807.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -55815.386719 Penalty: 669.013794
	Iteration 11Q: 3 clusters Score -55815.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -55822.089844 Penalty: 669.013794
	Iteration 12Q: 3 clusters Score -55822.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -55826.035156 Penalty: 669.013794
	Iteration 13Q: 3 clusters Score -55826.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -55830.902344 Penalty: 669.013794
	Iteration 14Q: 3 clusters Score -55830.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -55831.988281 Penalty: 669.013794
	Iteration 15Q: 3 clusters Score -55831.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -55833.492188 Penalty: 669.013794
	Iteration 16Q: 3 clusters Score -55833.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -55835.875000 Penalty: 669.013794
	Iteration 17Q: 3 clusters Score -55835.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -55836.410156 Penalty: 669.013794
	Iteration 18Q: 3 clusters Score -55836.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -55836.480469 Penalty: 669.013794
	Iteration 19Q: 3 clusters Score -55836.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -55836.722656 Penalty: 669.013794
	Iteration 20F: 3 clusters Score -55836.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -21164.623047 Penalty: 293.783020
	Iteration 0F: 2 clusters Score -21164.62 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 296 members 
Entering Unmasked Estep 
Score: -20606.484375 Penalty: 587.566040
	Iteration 0F: 3 clusters Score -20606.48 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -20795.025391 Penalty: 587.566040
	Iteration 1F: 3 clusters Score -20795.03 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20837.896484 Penalty: 587.566040
	Iteration 2F: 3 clusters Score -20837.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20875.392578 Penalty: 587.566040
	Iteration 3F: 3 clusters Score -20875.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20913.986328 Penalty: 587.566040
	Iteration 4F: 3 clusters Score -20913.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20931.505859 Penalty: 587.566040
	Iteration 5Q: 3 clusters Score -20931.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20940.574219 Penalty: 587.566040
	Iteration 6Q: 3 clusters Score -20940.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20949.953125 Penalty: 587.566040
	Iteration 7Q: 3 clusters Score -20949.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20968.757812 Penalty: 587.566040
	Iteration 8Q: 3 clusters Score -20968.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20980.500000 Penalty: 587.566040
	Iteration 9Q: 3 clusters Score -20980.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20993.062500 Penalty: 587.566040
	Iteration 10Q: 3 clusters Score -20993.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21003.851562 Penalty: 587.566040
	Iteration 11Q: 3 clusters Score -21003.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21013.183594 Penalty: 587.566040
	Iteration 12Q: 3 clusters Score -21013.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21021.490234 Penalty: 587.566040
	Iteration 13Q: 3 clusters Score -21021.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21028.031250 Penalty: 587.566040
	Iteration 14Q: 3 clusters Score -21028.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21033.208984 Penalty: 587.566040
	Iteration 15Q: 3 clusters Score -21033.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -21037.480469 Penalty: 587.566040
	Iteration 16Q: 3 clusters Score -21037.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -21040.660156 Penalty: 587.566040
	Iteration 17Q: 3 clusters Score -21040.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -21040.660156 Penalty: 587.566040
	Iteration 18F: 3 clusters Score -21040.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -55558.628906 Penalty: 330.545227
	Iteration 0F: 2 clusters Score -55558.63 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 683 members 
Entering Unmasked Estep 
Score: -54468.785156 Penalty: 661.090454
	Iteration 0F: 3 clusters Score -54468.79 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -54865.503906 Penalty: 661.090454
	Iteration 1F: 3 clusters Score -54865.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -54975.398438 Penalty: 661.090454
	Iteration 2F: 3 clusters Score -54975.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -55117.355469 Penalty: 661.090454
	Iteration 3F: 3 clusters Score -55117.36 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -55230.953125 Penalty: 661.090454
	Iteration 4F: 3 clusters Score -55230.95 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -55294.820312 Penalty: 661.090454
	Iteration 5F: 3 clusters Score -55294.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -55332.312500 Penalty: 661.090454
	Iteration 6Q: 3 clusters Score -55332.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55343.699219 Penalty: 661.090454
	Iteration 7Q: 3 clusters Score -55343.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -55353.031250 Penalty: 661.090454
	Iteration 8Q: 3 clusters Score -55353.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -55358.910156 Penalty: 661.090454
	Iteration 9Q: 3 clusters Score -55358.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -55362.203125 Penalty: 661.090454
	Iteration 10Q: 3 clusters Score -55362.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -55364.285156 Penalty: 661.090454
	Iteration 11Q: 3 clusters Score -55364.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55367.804688 Penalty: 661.090454
	Iteration 12Q: 3 clusters Score -55367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -55371.593750 Penalty: 661.090454
	Iteration 13Q: 3 clusters Score -55371.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -55373.746094 Penalty: 661.090454
	Iteration 14Q: 3 clusters Score -55373.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55375.144531 Penalty: 661.090454
	Iteration 15Q: 3 clusters Score -55375.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55376.972656 Penalty: 661.090454
	Iteration 16Q: 3 clusters Score -55376.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -55379.406250 Penalty: 661.090454
	Iteration 17Q: 3 clusters Score -55379.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55380.835938 Penalty: 661.090454
	Iteration 18Q: 3 clusters Score -55380.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55382.714844 Penalty: 661.090454
	Iteration 19Q: 3 clusters Score -55382.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -55383.281250 Penalty: 661.090454
	Iteration 20F: 3 clusters Score -55383.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55383.769531 Penalty: 661.090454
	Iteration 21Q: 3 clusters Score -55383.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55383.769531 Penalty: 661.090454
	Iteration 22F: 3 clusters Score -55383.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Entering Unmasked Estep 
Score: -149710.593750 Penalty: 375.153046
	Iteration 0F: 2 clusters Score -149710.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -147084.171875 Penalty: 750.306091
	Iteration 0F: 3 clusters Score -147084.2 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -148148.203125 Penalty: 750.306091
	Iteration 1F: 3 clusters Score -148148.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -148451.015625 Penalty: 750.306091
	Iteration 2F: 3 clusters Score -148451 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -148702.062500 Penalty: 750.306091
	Iteration 3F: 3 clusters Score -148702.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -148855.781250 Penalty: 750.306091
	Iteration 4F: 3 clusters Score -148855.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -148960.281250 Penalty: 750.306091
	Iteration 5Q: 3 clusters Score -148960.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -149056.312500 Penalty: 750.306091
	Iteration 6Q: 3 clusters Score -149056.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -149106.500000 Penalty: 750.306091
	Iteration 7Q: 3 clusters Score -149106.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -149143.750000 Penalty: 750.306091
	Iteration 8Q: 3 clusters Score -149143.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -149176.609375 Penalty: 750.306091
	Iteration 9Q: 3 clusters Score -149176.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -149207.046875 Penalty: 750.306091
	Iteration 10Q: 3 clusters Score -149207 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -149234.031250 Penalty: 750.306091
	Iteration 11Q: 3 clusters Score -149234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -149255.562500 Penalty: 750.306091
	Iteration 12Q: 3 clusters Score -149255.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -149269.546875 Penalty: 750.306091
	Iteration 13Q: 3 clusters Score -149269.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -149285.984375 Penalty: 750.306091
	Iteration 14Q: 3 clusters Score -149286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -149298.718750 Penalty: 750.306091
	Iteration 15Q: 3 clusters Score -149298.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -149307.593750 Penalty: 750.306091
	Iteration 16Q: 3 clusters Score -149307.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -149313.218750 Penalty: 750.306091
	Iteration 17Q: 3 clusters Score -149313.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -149320.125000 Penalty: 750.306091
	Iteration 18Q: 3 clusters Score -149320.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -149326.406250 Penalty: 750.306091
	Iteration 19Q: 3 clusters Score -149326.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -149333.406250 Penalty: 750.306091
	Iteration 20F: 3 clusters Score -149333.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -149340.453125 Penalty: 750.306091
	Iteration 21Q: 3 clusters Score -149340.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -149345.953125 Penalty: 750.306091
	Iteration 22Q: 3 clusters Score -149346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -149351.093750 Penalty: 750.306091
	Iteration 23Q: 3 clusters Score -149351.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -149355.578125 Penalty: 750.306091
	Iteration 24Q: 3 clusters Score -149355.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -149361.593750 Penalty: 750.306091
	Iteration 25Q: 3 clusters Score -149361.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -149366.140625 Penalty: 750.306091
	Iteration 26Q: 3 clusters Score -149366.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -149370.515625 Penalty: 750.306091
	Iteration 27Q: 3 clusters Score -149370.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -149373.484375 Penalty: 750.306091
	Iteration 28Q: 3 clusters Score -149373.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -149376.000000 Penalty: 750.306091
	Iteration 29Q: 3 clusters Score -149376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -149379.265625 Penalty: 750.306091
	Iteration 30Q: 3 clusters Score -149379.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -149381.218750 Penalty: 750.306091
	Iteration 31Q: 3 clusters Score -149381.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -149384.046875 Penalty: 750.306091
	Iteration 32Q: 3 clusters Score -149384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -149387.875000 Penalty: 750.306091
	Iteration 33Q: 3 clusters Score -149387.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -149391.015625 Penalty: 750.306091
	Iteration 34Q: 3 clusters Score -149391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -149394.078125 Penalty: 750.306091
	Iteration 35Q: 3 clusters Score -149394.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -149396.140625 Penalty: 750.306091
	Iteration 36Q: 3 clusters Score -149396.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -149397.921875 Penalty: 750.306091
	Iteration 37Q: 3 clusters Score -149397.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -149399.000000 Penalty: 750.306091
	Iteration 38Q: 3 clusters Score -149399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -149399.796875 Penalty: 750.306091
	Iteration 39Q: 3 clusters Score -149399.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -149401.359375 Penalty: 750.306091
	Iteration 40F: 3 clusters Score -149401.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -149401.953125 Penalty: 750.306091
	Iteration 41Q: 3 clusters Score -149402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -149402.140625 Penalty: 750.306091
	Iteration 42Q: 3 clusters Score -149402.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -149405.578125 Penalty: 750.306091
	Iteration 43Q: 3 clusters Score -149405.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -149409.921875 Penalty: 750.306091
	Iteration 44Q: 3 clusters Score -149409.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -149413.593750 Penalty: 750.306091
	Iteration 45Q: 3 clusters Score -149413.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -149416.906250 Penalty: 750.306091
	Iteration 46Q: 3 clusters Score -149416.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -149419.718750 Penalty: 750.306091
	Iteration 47Q: 3 clusters Score -149419.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -149420.015625 Penalty: 750.306091
	Iteration 48Q: 3 clusters Score -149420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -149420.015625 Penalty: 750.306091
	Iteration 49F: 3 clusters Score -149420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Entering Unmasked Estep 
Score: -1043122.125000 Penalty: 464.746185
	Iteration 0F: 2 clusters Score -1043122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1024952.812500 Penalty: 929.492371
	Iteration 0F: 3 clusters Score -1024953 nChanged 13126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1033479.125000 Penalty: 929.492371
	Iteration 1F: 3 clusters Score -1033479 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -1034383.437500 Penalty: 929.492371
	Iteration 2F: 3 clusters Score -1034383 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -1035416.437500 Penalty: 929.492371
	Iteration 3F: 3 clusters Score -1035416 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -1036679.312500 Penalty: 929.492371
	Iteration 4F: 3 clusters Score -1036679 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -1037901.562500 Penalty: 929.492371
	Iteration 5F: 3 clusters Score -1037902 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -1038839.562500 Penalty: 929.492371
	Iteration 6Q: 3 clusters Score -1038840 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -1039444.062500 Penalty: 929.492371
	Iteration 7Q: 3 clusters Score -1039444 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -1039863.875000 Penalty: 929.492371
	Iteration 8Q: 3 clusters Score -1039864 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -1040238.500000 Penalty: 929.492371
	Iteration 9Q: 3 clusters Score -1040238 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -1040545.187500 Penalty: 929.492371
	Iteration 10Q: 3 clusters Score -1040545 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -1040845.937500 Penalty: 929.492371
	Iteration 11Q: 3 clusters Score -1040846 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -1041138.812500 Penalty: 929.492371
	Iteration 12Q: 3 clusters Score -1041139 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -1041437.125000 Penalty: 929.492371
	Iteration 13Q: 3 clusters Score -1041437 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -1041712.375000 Penalty: 929.492371
	Iteration 14Q: 3 clusters Score -1041712 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -1041930.187500 Penalty: 929.492371
	Iteration 15Q: 3 clusters Score -1041930 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -1042119.187500 Penalty: 929.492371
	Iteration 16Q: 3 clusters Score -1042119 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -1042293.000000 Penalty: 929.492371
	Iteration 17Q: 3 clusters Score -1042293 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -1042429.500000 Penalty: 929.492371
	Iteration 18Q: 3 clusters Score -1042430 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -1042510.687500 Penalty: 929.492371
	Iteration 19Q: 3 clusters Score -1042511 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -1042577.812500 Penalty: 929.492371
	Iteration 20F: 3 clusters Score -1042578 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -1042647.562500 Penalty: 929.492371
	Iteration 21Q: 3 clusters Score -1042648 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -1042696.750000 Penalty: 929.492371
	Iteration 22Q: 3 clusters Score -1042697 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -1042740.625000 Penalty: 929.492371
	Iteration 23Q: 3 clusters Score -1042741 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -1042783.937500 Penalty: 929.492371
	Iteration 24Q: 3 clusters Score -1042784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -1042815.062500 Penalty: 929.492371
	Iteration 25Q: 3 clusters Score -1042815 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -1042831.875000 Penalty: 929.492371
	Iteration 26Q: 3 clusters Score -1042832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -1042845.750000 Penalty: 929.492371
	Iteration 27Q: 3 clusters Score -1042846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -1042850.750000 Penalty: 929.492371
	Iteration 28Q: 3 clusters Score -1042851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -1042858.312500 Penalty: 929.492371
	Iteration 29Q: 3 clusters Score -1042858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -1042867.062500 Penalty: 929.492371
	Iteration 30Q: 3 clusters Score -1042867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -1042870.500000 Penalty: 929.492371
	Iteration 31Q: 3 clusters Score -1042870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -1042879.875000 Penalty: 929.492371
	Iteration 32Q: 3 clusters Score -1042880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -1042882.312500 Penalty: 929.492371
	Iteration 33Q: 3 clusters Score -1042882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -1042883.000000 Penalty: 929.492371
	Iteration 34Q: 3 clusters Score -1042883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -1042883.937500 Penalty: 929.492371
	Iteration 35Q: 3 clusters Score -1042884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -1042884.875000 Penalty: 929.492371
	Iteration 36Q: 3 clusters Score -1042885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -1042889.875000 Penalty: 929.492371
	Iteration 37Q: 3 clusters Score -1042890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -1042890.000000 Penalty: 929.492371
	Iteration 38Q: 3 clusters Score -1042890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -1042892.562500 Penalty: 929.492371
	Iteration 39F: 3 clusters Score -1042893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -1042896.312500 Penalty: 929.492371
	Iteration 40F: 3 clusters Score -1042896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -1042902.125000 Penalty: 929.492371
	Iteration 41Q: 3 clusters Score -1042902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -1042907.500000 Penalty: 929.492371
	Iteration 42Q: 3 clusters Score -1042908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -1042911.312500 Penalty: 929.492371
	Iteration 43Q: 3 clusters Score -1042911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -1042915.187500 Penalty: 929.492371
	Iteration 44Q: 3 clusters Score -1042915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -1042915.000000 Penalty: 929.492371
	Iteration 45Q: 3 clusters Score -1042915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -1042918.000000 Penalty: 929.492371
	Iteration 46Q: 3 clusters Score -1042918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -1042919.750000 Penalty: 929.492371
	Iteration 47Q: 3 clusters Score -1042920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -1042919.250000 Penalty: 929.492371
	Iteration 48Q: 3 clusters Score -1042919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -1042919.500000 Penalty: 929.492371
	Iteration 49Q: 3 clusters Score -1042920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -1042919.500000 Penalty: 929.492371
	Iteration 50F: 3 clusters Score -1042920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -100699.476562 Penalty: 355.646973
	Iteration 0F: 2 clusters Score -100699.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -98959.226562 Penalty: 711.293945
	Iteration 0F: 3 clusters Score -98959.23 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -99644.351562 Penalty: 711.293945
	Iteration 1F: 3 clusters Score -99644.35 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -99748.398438 Penalty: 711.293945
	Iteration 2F: 3 clusters Score -99748.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -99860.460938 Penalty: 711.293945
	Iteration 3F: 3 clusters Score -99860.46 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -99971.710938 Penalty: 711.293945
	Iteration 4F: 3 clusters Score -99971.71 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -100066.421875 Penalty: 711.293945
	Iteration 5F: 3 clusters Score -100066.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -100140.640625 Penalty: 711.293945
	Iteration 6Q: 3 clusters Score -100140.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -100213.390625 Penalty: 711.293945
	Iteration 7Q: 3 clusters Score -100213.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -100257.031250 Penalty: 711.293945
	Iteration 8Q: 3 clusters Score -100257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -100283.984375 Penalty: 711.293945
	Iteration 9Q: 3 clusters Score -100284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -100304.000000 Penalty: 711.293945
	Iteration 10Q: 3 clusters Score -100304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -100322.617188 Penalty: 711.293945
	Iteration 11Q: 3 clusters Score -100322.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -100340.093750 Penalty: 711.293945
	Iteration 12Q: 3 clusters Score -100340.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -100357.109375 Penalty: 711.293945
	Iteration 13Q: 3 clusters Score -100357.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -100374.039062 Penalty: 711.293945
	Iteration 14Q: 3 clusters Score -100374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -100380.164062 Penalty: 711.293945
	Iteration 15Q: 3 clusters Score -100380.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -100382.898438 Penalty: 711.293945
	Iteration 16Q: 3 clusters Score -100382.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -100388.562500 Penalty: 711.293945
	Iteration 17Q: 3 clusters Score -100388.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -100393.320312 Penalty: 711.293945
	Iteration 18Q: 3 clusters Score -100393.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -100395.812500 Penalty: 711.293945
	Iteration 19Q: 3 clusters Score -100395.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -100396.468750 Penalty: 711.293945
	Iteration 20F: 3 clusters Score -100396.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -100398.242188 Penalty: 711.293945
	Iteration 21Q: 3 clusters Score -100398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -100398.429688 Penalty: 711.293945
	Iteration 22Q: 3 clusters Score -100398.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -100398.726562 Penalty: 711.293945
	Iteration 23Q: 3 clusters Score -100398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -100399.007812 Penalty: 711.293945
	Iteration 24Q: 3 clusters Score -100399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -100399.296875 Penalty: 711.293945
	Iteration 25Q: 3 clusters Score -100399.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -100399.296875 Penalty: 711.293945
	Iteration 26F: 3 clusters Score -100399.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Entering Unmasked Estep 
Score: -75883.578125 Penalty: 342.588013
	Iteration 0F: 2 clusters Score -75883.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -74535.835938 Penalty: 685.176025
	Iteration 0F: 3 clusters Score -74535.84 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -74969.312500 Penalty: 685.176025
	Iteration 1F: 3 clusters Score -74969.31 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -75043.468750 Penalty: 685.176025
	Iteration 2F: 3 clusters Score -75043.47 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -75093.648438 Penalty: 685.176025
	Iteration 3F: 3 clusters Score -75093.65 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -75148.664062 Penalty: 685.176025
	Iteration 4Q: 3 clusters Score -75148.66 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -75208.476562 Penalty: 685.176025
	Iteration 5F: 3 clusters Score -75208.48 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -75269.328125 Penalty: 685.176025
	Iteration 6Q: 3 clusters Score -75269.33 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -75332.710938 Penalty: 685.176025
	Iteration 7Q: 3 clusters Score -75332.71 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75391.171875 Penalty: 685.176025
	Iteration 8Q: 3 clusters Score -75391.17 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -75437.335938 Penalty: 685.176025
	Iteration 9Q: 3 clusters Score -75437.34 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -75487.593750 Penalty: 685.176025
	Iteration 10Q: 3 clusters Score -75487.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -75522.578125 Penalty: 685.176025
	Iteration 11Q: 3 clusters Score -75522.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -75559.531250 Penalty: 685.176025
	Iteration 12Q: 3 clusters Score -75559.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -75593.226562 Penalty: 685.176025
	Iteration 13Q: 3 clusters Score -75593.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -75610.796875 Penalty: 685.176025
	Iteration 14Q: 3 clusters Score -75610.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -75619.492188 Penalty: 685.176025
	Iteration 15Q: 3 clusters Score -75619.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -75624.953125 Penalty: 685.176025
	Iteration 16Q: 3 clusters Score -75624.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -75632.804688 Penalty: 685.176025
	Iteration 17Q: 3 clusters Score -75632.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -75638.000000 Penalty: 685.176025
	Iteration 18Q: 3 clusters Score -75638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -75640.460938 Penalty: 685.176025
	Iteration 19Q: 3 clusters Score -75640.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -75640.460938 Penalty: 685.176025
	Iteration 20F: 3 clusters Score -75640.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -100106.812500 Penalty: 352.770355
	Iteration 0F: 2 clusters Score -100106.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -98421.601562 Penalty: 705.540710
	Iteration 0F: 3 clusters Score -98421.6 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -99007.632812 Penalty: 705.540710
	Iteration 1F: 3 clusters Score -99007.63 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -99121.351562 Penalty: 705.540710
	Iteration 2F: 3 clusters Score -99121.35 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -99222.804688 Penalty: 705.540710
	Iteration 3F: 3 clusters Score -99222.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -99331.742188 Penalty: 705.540710
	Iteration 4F: 3 clusters Score -99331.74 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -99428.562500 Penalty: 705.540710
	Iteration 5F: 3 clusters Score -99428.56 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -99496.546875 Penalty: 705.540710
	Iteration 6Q: 3 clusters Score -99496.55 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -99570.476562 Penalty: 705.540710
	Iteration 7Q: 3 clusters Score -99570.48 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -99625.476562 Penalty: 705.540710
	Iteration 8Q: 3 clusters Score -99625.48 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -99677.703125 Penalty: 705.540710
	Iteration 9Q: 3 clusters Score -99677.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -99714.476562 Penalty: 705.540710
	Iteration 10Q: 3 clusters Score -99714.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -99742.859375 Penalty: 705.540710
	Iteration 11Q: 3 clusters Score -99742.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -99755.281250 Penalty: 705.540710
	Iteration 12Q: 3 clusters Score -99755.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -99768.804688 Penalty: 705.540710
	Iteration 13Q: 3 clusters Score -99768.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -99776.109375 Penalty: 705.540710
	Iteration 14Q: 3 clusters Score -99776.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -99779.390625 Penalty: 705.540710
	Iteration 15Q: 3 clusters Score -99779.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -99782.039062 Penalty: 705.540710
	Iteration 16Q: 3 clusters Score -99782.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -99783.281250 Penalty: 705.540710
	Iteration 17Q: 3 clusters Score -99783.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -99784.875000 Penalty: 705.540710
	Iteration 18Q: 3 clusters Score -99784.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -99785.726562 Penalty: 705.540710
	Iteration 19Q: 3 clusters Score -99785.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -99787.406250 Penalty: 705.540710
	Iteration 20F: 3 clusters Score -99787.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -99788.484375 Penalty: 705.540710
	Iteration 21Q: 3 clusters Score -99788.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -99789.820312 Penalty: 705.540710
	Iteration 22Q: 3 clusters Score -99789.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -99789.859375 Penalty: 705.540710
	Iteration 23Q: 3 clusters Score -99789.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -99790.265625 Penalty: 705.540710
	Iteration 24Q: 3 clusters Score -99790.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -99790.148438 Penalty: 705.540710
	Iteration 25Q: 3 clusters Score -99790.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -99790.148438 Penalty: 705.540710
	Iteration 26F: 3 clusters Score -99790.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Entering Unmasked Estep 
Score: -53925.398438 Penalty: 328.493713
	Iteration 0F: 2 clusters Score -53925.4 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 669 members 
Entering Unmasked Estep 
Score: -52925.632812 Penalty: 656.987427
	Iteration 0F: 3 clusters Score -52925.63 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -53230.960938 Penalty: 656.987427
	Iteration 1F: 3 clusters Score -53230.96 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -53271.746094 Penalty: 656.987427
	Iteration 2F: 3 clusters Score -53271.75 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -53294.722656 Penalty: 656.987427
	Iteration 3Q: 3 clusters Score -53294.72 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -53308.546875 Penalty: 656.987427
	Iteration 4Q: 3 clusters Score -53308.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -53322.898438 Penalty: 656.987427
	Iteration 5Q: 3 clusters Score -53322.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -53343.445312 Penalty: 656.987427
	Iteration 6Q: 3 clusters Score -53343.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -53369.023438 Penalty: 656.987427
	Iteration 7Q: 3 clusters Score -53369.02 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -53405.070312 Penalty: 656.987427
	Iteration 8Q: 3 clusters Score -53405.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -53439.332031 Penalty: 656.987427
	Iteration 9Q: 3 clusters Score -53439.33 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -53472.972656 Penalty: 656.987427
	Iteration 10Q: 3 clusters Score -53472.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -53498.753906 Penalty: 656.987427
	Iteration 11Q: 3 clusters Score -53498.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -53518.312500 Penalty: 656.987427
	Iteration 12Q: 3 clusters Score -53518.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -53539.335938 Penalty: 656.987427
	Iteration 13Q: 3 clusters Score -53539.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -53564.894531 Penalty: 656.987427
	Iteration 14Q: 3 clusters Score -53564.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -53591.000000 Penalty: 656.987427
	Iteration 15Q: 3 clusters Score -53591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -53624.125000 Penalty: 656.987427
	Iteration 16Q: 3 clusters Score -53624.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -53651.746094 Penalty: 656.987427
	Iteration 17Q: 3 clusters Score -53651.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -53674.089844 Penalty: 656.987427
	Iteration 18Q: 3 clusters Score -53674.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -53679.902344 Penalty: 656.987427
	Iteration 19Q: 3 clusters Score -53679.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -53680.933594 Penalty: 656.987427
	Iteration 20F: 3 clusters Score -53680.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -53681.292969 Penalty: 656.987427
	Iteration 21Q: 3 clusters Score -53681.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -53681.292969 Penalty: 656.987427
	Iteration 22F: 3 clusters Score -53681.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -3594.248779 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -3594.249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -3386.355957 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -3386.356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -3439.062500 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -3439.062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -3440.608887 Penalty: 437.908783
	Iteration 2Q: 3 clusters Score -3440.609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3442.065918 Penalty: 437.908783
	Iteration 3Q: 3 clusters Score -3442.066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3442.983154 Penalty: 437.908783
	Iteration 4Q: 3 clusters Score -3442.983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3442.983154 Penalty: 437.908783
	Iteration 5F: 3 clusters Score -3442.983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Entering Unmasked Estep 
Score: -65537.414062 Penalty: 338.124146
	Iteration 0F: 2 clusters Score -65537.41 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 802 members 
Entering Unmasked Estep 
Score: -64295.113281 Penalty: 676.248291
	Iteration 0F: 3 clusters Score -64295.11 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -64749.257812 Penalty: 676.248291
	Iteration 1F: 3 clusters Score -64749.26 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -64841.863281 Penalty: 676.248291
	Iteration 2F: 3 clusters Score -64841.86 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -64888.343750 Penalty: 676.248291
	Iteration 3F: 3 clusters Score -64888.34 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -64926.019531 Penalty: 676.248291
	Iteration 4Q: 3 clusters Score -64926.02 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -64952.902344 Penalty: 676.248291
	Iteration 5Q: 3 clusters Score -64952.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -64976.316406 Penalty: 676.248291
	Iteration 6Q: 3 clusters Score -64976.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -65004.234375 Penalty: 676.248291
	Iteration 7Q: 3 clusters Score -65004.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -65025.117188 Penalty: 676.248291
	Iteration 8Q: 3 clusters Score -65025.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -65048.816406 Penalty: 676.248291
	Iteration 9Q: 3 clusters Score -65048.82 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -65079.300781 Penalty: 676.248291
	Iteration 10Q: 3 clusters Score -65079.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -65112.640625 Penalty: 676.248291
	Iteration 11Q: 3 clusters Score -65112.64 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -65142.937500 Penalty: 676.248291
	Iteration 12Q: 3 clusters Score -65142.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -65162.554688 Penalty: 676.248291
	Iteration 13Q: 3 clusters Score -65162.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -65171.214844 Penalty: 676.248291
	Iteration 14Q: 3 clusters Score -65171.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -65177.648438 Penalty: 676.248291
	Iteration 15Q: 3 clusters Score -65177.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -65183.878906 Penalty: 676.248291
	Iteration 16Q: 3 clusters Score -65183.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -65186.031250 Penalty: 676.248291
	Iteration 17Q: 3 clusters Score -65186.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -65187.812500 Penalty: 676.248291
	Iteration 18Q: 3 clusters Score -65187.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -65188.480469 Penalty: 676.248291
	Iteration 19Q: 3 clusters Score -65188.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -65188.777344 Penalty: 676.248291
	Iteration 20F: 3 clusters Score -65188.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (284210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284210 members 
Entering Unmasked Estep 
Score: -11809956.000000 Penalty: 571.364807
	Iteration 0F: 2 clusters Score -1.180996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141921 members 
Mstep: Class 2 contains 142289 members 
Entering Unmasked Estep 
Score: -11616688.000000 Penalty: 1142.729614
	Iteration 0F: 3 clusters Score -1.161669e+07 nChanged 140378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132473 members 
Mstep: Class 2 contains 151737 members 
Entering Unmasked Estep 
Score: -11700951.000000 Penalty: 1142.729614
	Iteration 1F: 3 clusters Score -1.170095e+07 nChanged 10628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124251 members 
Mstep: Class 2 contains 159959 members 
Entering Unmasked Estep 
Score: -11704395.000000 Penalty: 1142.729614
	Iteration 2Q: 3 clusters Score -1.17044e+07 nChanged 15523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110418 members 
Mstep: Class 2 contains 173792 members 
Entering Unmasked Estep 
Score: -11711723.000000 Penalty: 1142.729614
	Iteration 3F: 3 clusters Score -1.171172e+07 nChanged 21504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90262 members 
Mstep: Class 2 contains 193948 members 
Entering Unmasked Estep 
Score: -11725478.000000 Penalty: 1142.729614
	Iteration 4F: 3 clusters Score -1.172548e+07 nChanged 25487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65741 members 
Mstep: Class 2 contains 218469 members 
Entering Unmasked Estep 
Score: -11745834.000000 Penalty: 1142.729614
	Iteration 5F: 3 clusters Score -1.174583e+07 nChanged 24931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 242898 members 
Entering Unmasked Estep 
Score: -11768963.000000 Penalty: 1142.729614
	Iteration 6F: 3 clusters Score -1.176896e+07 nChanged 19918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 262650 members 
Entering Unmasked Estep 
Score: -11788903.000000 Penalty: 1142.729614
	Iteration 7F: 3 clusters Score -1.17889e+07 nChanged 12526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 275132 members 
Entering Unmasked Estep 
Score: -11801399.000000 Penalty: 1142.729614
	Iteration 8Q: 3 clusters Score -1.18014e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 280975 members 
Entering Unmasked Estep 
Score: -11806897.000000 Penalty: 1142.729614
	Iteration 9Q: 3 clusters Score -1.18069e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 283051 members 
Entering Unmasked Estep 
Score: -11808666.000000 Penalty: 1142.729614
	Iteration 10Q: 3 clusters Score -1.180867e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 283723 members 
Entering Unmasked Estep 
Score: -11809201.000000 Penalty: 1142.729614
	Iteration 11Q: 3 clusters Score -1.18092e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 283937 members 
Entering Unmasked Estep 
Score: -11809371.000000 Penalty: 1142.729614
	Iteration 12Q: 3 clusters Score -1.180937e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 284009 members 
Entering Unmasked Estep 
Score: -11809444.000000 Penalty: 1142.729614
	Iteration 13Q: 3 clusters Score -1.180944e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 284023 members 
Entering Unmasked Estep 
Score: -11809496.000000 Penalty: 1142.729614
	Iteration 14Q: 3 clusters Score -1.18095e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 284015 members 
Entering Unmasked Estep 
Score: -11809588.000000 Penalty: 1142.729614
	Iteration 15Q: 3 clusters Score -1.180959e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 283983 members 
Entering Unmasked Estep 
Score: -11809646.000000 Penalty: 1142.729614
	Iteration 16Q: 3 clusters Score -1.180965e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 283946 members 
Entering Unmasked Estep 
Score: -11809693.000000 Penalty: 1142.729614
	Iteration 17Q: 3 clusters Score -1.180969e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 283901 members 
Entering Unmasked Estep 
Score: -11809737.000000 Penalty: 1142.729614
	Iteration 18Q: 3 clusters Score -1.180974e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 283863 members 
Entering Unmasked Estep 
Score: -11809775.000000 Penalty: 1142.729614
	Iteration 19Q: 3 clusters Score -1.180978e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 283833 members 
Entering Unmasked Estep 
Score: -11809806.000000 Penalty: 1142.729614
	Iteration 20F: 3 clusters Score -1.180981e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 283802 members 
Entering Unmasked Estep 
Score: -11809796.000000 Penalty: 1142.729614
	Iteration 21Q: 3 clusters Score -1.18098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 283780 members 
Entering Unmasked Estep 
Score: -11809812.000000 Penalty: 1142.729614
	Iteration 22Q: 3 clusters Score -1.180981e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 283761 members 
Entering Unmasked Estep 
Score: -11809812.000000 Penalty: 1142.729614
	Iteration 23Q: 3 clusters Score -1.180981e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 283742 members 
Entering Unmasked Estep 
Score: -11809797.000000 Penalty: 1142.729614
	Iteration 24Q: 3 clusters Score -1.18098e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 283726 members 
Entering Unmasked Estep 
Score: -11809801.000000 Penalty: 1142.729614
	Iteration 25Q: 3 clusters Score -1.18098e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 283709 members 
Entering Unmasked Estep 
Score: -11809821.000000 Penalty: 1142.729614
	Iteration 26Q: 3 clusters Score -1.180982e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 283690 members 
Entering Unmasked Estep 
Score: -11809822.000000 Penalty: 1142.729614
	Iteration 27Q: 3 clusters Score -1.180982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 283676 members 
Entering Unmasked Estep 
Score: -11809818.000000 Penalty: 1142.729614
	Iteration 28Q: 3 clusters Score -1.180982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 283660 members 
Entering Unmasked Estep 
Score: -11809824.000000 Penalty: 1142.729614
	Iteration 29Q: 3 clusters Score -1.180982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 283645 members 
Entering Unmasked Estep 
Score: -11809835.000000 Penalty: 1142.729614
	Iteration 30Q: 3 clusters Score -1.180984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 283631 members 
Entering Unmasked Estep 
Score: -11809845.000000 Penalty: 1142.729614
	Iteration 31Q: 3 clusters Score -1.180984e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 283610 members 
Entering Unmasked Estep 
Score: -11809846.000000 Penalty: 1142.729614
	Iteration 32Q: 3 clusters Score -1.180985e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 283594 members 
Entering Unmasked Estep 
Score: -11809847.000000 Penalty: 1142.729614
	Iteration 33Q: 3 clusters Score -1.180985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 283581 members 
Entering Unmasked Estep 
Score: -11809849.000000 Penalty: 1142.729614
	Iteration 34Q: 3 clusters Score -1.180985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 283572 members 
Entering Unmasked Estep 
Score: -11809847.000000 Penalty: 1142.729614
	Iteration 35Q: 3 clusters Score -1.180985e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 283562 members 
Entering Unmasked Estep 
Score: -11809850.000000 Penalty: 1142.729614
	Iteration 36Q: 3 clusters Score -1.180985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 283553 members 
Entering Unmasked Estep 
Score: -11809857.000000 Penalty: 1142.729614
	Iteration 37Q: 3 clusters Score -1.180986e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 283545 members 
Entering Unmasked Estep 
Score: -11809852.000000 Penalty: 1142.729614
	Iteration 38Q: 3 clusters Score -1.180985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 283543 members 
Entering Unmasked Estep 
Score: -11809860.000000 Penalty: 1142.729614
	Iteration 39Q: 3 clusters Score -1.180986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 283539 members 
Entering Unmasked Estep 
Score: -11809860.000000 Penalty: 1142.729614
	Iteration 40F: 3 clusters Score -1.180986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 283533 members 
Entering Unmasked Estep 
Score: -11809863.000000 Penalty: 1142.729614
	Iteration 41Q: 3 clusters Score -1.180986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 283530 members 
Entering Unmasked Estep 
Score: -11809862.000000 Penalty: 1142.729614
	Iteration 42Q: 3 clusters Score -1.180986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 283529 members 
Entering Unmasked Estep 
Score: -11809873.000000 Penalty: 1142.729614
	Iteration 43Q: 3 clusters Score -1.180987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 283528 members 
Entering Unmasked Estep 
Score: -11809884.000000 Penalty: 1142.729614
	Iteration 44Q: 3 clusters Score -1.180988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 283527 members 
Entering Unmasked Estep 
Score: -11809878.000000 Penalty: 1142.729614
	Iteration 45Q: 3 clusters Score -1.180988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 283527 members 
Entering Unmasked Estep 
Score: -11809878.000000 Penalty: 1142.729614
	Iteration 46F: 3 clusters Score -1.180988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -11468.725586 Penalty: 269.553650
	Iteration 0F: 2 clusters Score -11468.73 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 177 members 
Entering Unmasked Estep 
Score: -11068.706055 Penalty: 539.107300
	Iteration 0F: 3 clusters Score -11068.71 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11258.568359 Penalty: 539.107300
	Iteration 1F: 3 clusters Score -11258.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11306.040039 Penalty: 539.107300
	Iteration 2F: 3 clusters Score -11306.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11334.628906 Penalty: 539.107300
	Iteration 3F: 3 clusters Score -11334.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11346.824219 Penalty: 539.107300
	Iteration 4Q: 3 clusters Score -11346.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11353.634766 Penalty: 539.107300
	Iteration 5Q: 3 clusters Score -11353.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11360.845703 Penalty: 539.107300
	Iteration 6Q: 3 clusters Score -11360.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11365.050781 Penalty: 539.107300
	Iteration 7Q: 3 clusters Score -11365.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11367.348633 Penalty: 539.107300
	Iteration 8Q: 3 clusters Score -11367.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11367.348633 Penalty: 539.107300
	Iteration 9F: 3 clusters Score -11367.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -16693.238281 Penalty: 282.490845
	Iteration 0F: 2 clusters Score -16693.24 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 232 members 
Entering Unmasked Estep 
Score: -16194.930664 Penalty: 564.981689
	Iteration 0F: 3 clusters Score -16194.93 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16322.167969 Penalty: 564.981689
	Iteration 1F: 3 clusters Score -16322.17 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16384.095703 Penalty: 564.981689
	Iteration 2F: 3 clusters Score -16384.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16412.119141 Penalty: 564.981689
	Iteration 3F: 3 clusters Score -16412.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16436.365234 Penalty: 564.981689
	Iteration 4Q: 3 clusters Score -16436.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16449.062500 Penalty: 564.981689
	Iteration 5Q: 3 clusters Score -16449.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16459.013672 Penalty: 564.981689
	Iteration 6Q: 3 clusters Score -16459.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16464.761719 Penalty: 564.981689
	Iteration 7Q: 3 clusters Score -16464.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16467.039062 Penalty: 564.981689
	Iteration 8Q: 3 clusters Score -16467.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16467.259766 Penalty: 564.981689
	Iteration 9Q: 3 clusters Score -16467.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16467.611328 Penalty: 564.981689
	Iteration 10Q: 3 clusters Score -16467.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16467.968750 Penalty: 564.981689
	Iteration 11Q: 3 clusters Score -16467.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16467.968750 Penalty: 564.981689
	Iteration 12F: 3 clusters Score -16467.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Entering Unmasked Estep 
Score: -64345.156250 Penalty: 342.928833
	Iteration 0F: 2 clusters Score -64345.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -62977.011719 Penalty: 685.857666
	Iteration 0F: 3 clusters Score -62977.01 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -63492.410156 Penalty: 685.857666
	Iteration 1F: 3 clusters Score -63492.41 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -63666.691406 Penalty: 685.857666
	Iteration 2F: 3 clusters Score -63666.69 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -63769.394531 Penalty: 685.857666
	Iteration 3F: 3 clusters Score -63769.39 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -63841.812500 Penalty: 685.857666
	Iteration 4F: 3 clusters Score -63841.81 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -63885.257812 Penalty: 685.857666
	Iteration 5Q: 3 clusters Score -63885.26 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -63922.128906 Penalty: 685.857666
	Iteration 6Q: 3 clusters Score -63922.13 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -63959.531250 Penalty: 685.857666
	Iteration 7Q: 3 clusters Score -63959.53 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -63994.449219 Penalty: 685.857666
	Iteration 8Q: 3 clusters Score -63994.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -64030.488281 Penalty: 685.857666
	Iteration 9Q: 3 clusters Score -64030.49 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -64061.207031 Penalty: 685.857666
	Iteration 10Q: 3 clusters Score -64061.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -64087.039062 Penalty: 685.857666
	Iteration 11Q: 3 clusters Score -64087.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -64107.242188 Penalty: 685.857666
	Iteration 12Q: 3 clusters Score -64107.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -64118.882812 Penalty: 685.857666
	Iteration 13Q: 3 clusters Score -64118.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -64134.941406 Penalty: 685.857666
	Iteration 14Q: 3 clusters Score -64134.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -64143.421875 Penalty: 685.857666
	Iteration 15Q: 3 clusters Score -64143.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -64151.070312 Penalty: 685.857666
	Iteration 16Q: 3 clusters Score -64151.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -64154.875000 Penalty: 685.857666
	Iteration 17Q: 3 clusters Score -64154.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -64156.128906 Penalty: 685.857666
	Iteration 18Q: 3 clusters Score -64156.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -64157.375000 Penalty: 685.857666
	Iteration 19Q: 3 clusters Score -64157.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -64157.835938 Penalty: 685.857666
	Iteration 20F: 3 clusters Score -64157.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -64157.968750 Penalty: 685.857666
	Iteration 21Q: 3 clusters Score -64157.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -64158.476562 Penalty: 685.857666
	Iteration 22Q: 3 clusters Score -64158.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -64158.628906 Penalty: 685.857666
	Iteration 23Q: 3 clusters Score -64158.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -64158.628906 Penalty: 685.857666
	Iteration 24F: 3 clusters Score -64158.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -7058.514648 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -7058.515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6755.689941 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -6755.69 nChanged 70
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: -6825.095703 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -6825.096 nChanged 14
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: -6849.458984 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -6849.459 nChanged 13
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: -6858.918457 Penalty: 489.989075
	Iteration 3F: 3 clusters Score -6858.918 nChanged 4
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: -6865.914551 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -6865.915 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: -6867.940918 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -6867.941 nChanged 0
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: -6867.940918 Penalty: 489.989075
	Iteration 6F: 3 clusters Score -6867.941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -49302.125000 Penalty: 328.427032
	Iteration 0F: 2 clusters Score -49302.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -48282.699219 Penalty: 656.854065
	Iteration 0F: 3 clusters Score -48282.7 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -48626.125000 Penalty: 656.854065
	Iteration 1F: 3 clusters Score -48626.12 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -48697.160156 Penalty: 656.854065
	Iteration 2F: 3 clusters Score -48697.16 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -48747.503906 Penalty: 656.854065
	Iteration 3F: 3 clusters Score -48747.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -48782.363281 Penalty: 656.854065
	Iteration 4Q: 3 clusters Score -48782.36 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -48806.628906 Penalty: 656.854065
	Iteration 5Q: 3 clusters Score -48806.63 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -48825.769531 Penalty: 656.854065
	Iteration 6Q: 3 clusters Score -48825.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -48847.976562 Penalty: 656.854065
	Iteration 7Q: 3 clusters Score -48847.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -48867.328125 Penalty: 656.854065
	Iteration 8Q: 3 clusters Score -48867.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -48882.167969 Penalty: 656.854065
	Iteration 9Q: 3 clusters Score -48882.17 nChanged 29
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: -48892.621094 Penalty: 656.854065
	Iteration 10Q: 3 clusters Score -48892.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -48900.636719 Penalty: 656.854065
	Iteration 11Q: 3 clusters Score -48900.64 nChanged 19
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: -48906.769531 Penalty: 656.854065
	Iteration 12Q: 3 clusters Score -48906.77 nChanged 15
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: -48912.710938 Penalty: 656.854065
	Iteration 13Q: 3 clusters Score -48912.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -48919.402344 Penalty: 656.854065
	Iteration 14Q: 3 clusters Score -48919.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -48924.058594 Penalty: 656.854065
	Iteration 15Q: 3 clusters Score -48924.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -48927.457031 Penalty: 656.854065
	Iteration 16Q: 3 clusters Score -48927.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -48929.703125 Penalty: 656.854065
	Iteration 17Q: 3 clusters Score -48929.7 nChanged 9
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: -48932.945312 Penalty: 656.854065
	Iteration 18Q: 3 clusters Score -48932.95 nChanged 10
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: -48937.687500 Penalty: 656.854065
	Iteration 19Q: 3 clusters Score -48937.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -48941.757812 Penalty: 656.854065
	Iteration 20F: 3 clusters Score -48941.76 nChanged 11
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: -48945.488281 Penalty: 656.854065
	Iteration 21Q: 3 clusters Score -48945.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -48947.960938 Penalty: 656.854065
	Iteration 22Q: 3 clusters Score -48947.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -48948.785156 Penalty: 656.854065
	Iteration 23Q: 3 clusters Score -48948.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -48949.601562 Penalty: 656.854065
	Iteration 24Q: 3 clusters Score -48949.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -48950.859375 Penalty: 656.854065
	Iteration 25Q: 3 clusters Score -48950.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -48952.574219 Penalty: 656.854065
	Iteration 26Q: 3 clusters Score -48952.57 nChanged 7
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: -48956.164062 Penalty: 656.854065
	Iteration 27Q: 3 clusters Score -48956.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -48959.941406 Penalty: 656.854065
	Iteration 28Q: 3 clusters Score -48959.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -48962.785156 Penalty: 656.854065
	Iteration 29Q: 3 clusters Score -48962.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -48967.519531 Penalty: 656.854065
	Iteration 30Q: 3 clusters Score -48967.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -48973.257812 Penalty: 656.854065
	Iteration 31Q: 3 clusters Score -48973.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -48978.390625 Penalty: 656.854065
	Iteration 32Q: 3 clusters Score -48978.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -48983.019531 Penalty: 656.854065
	Iteration 33Q: 3 clusters Score -48983.02 nChanged 10
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: -48986.285156 Penalty: 656.854065
	Iteration 34Q: 3 clusters Score -48986.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -48987.300781 Penalty: 656.854065
	Iteration 35Q: 3 clusters Score -48987.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -48987.300781 Penalty: 656.854065
	Iteration 36F: 3 clusters Score -48987.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -89764.734375 Penalty: 351.422089
	Iteration 0F: 2 clusters Score -89764.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -88185.453125 Penalty: 702.844177
	Iteration 0F: 3 clusters Score -88185.45 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -88771.078125 Penalty: 702.844177
	Iteration 1F: 3 clusters Score -88771.08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -88890.421875 Penalty: 702.844177
	Iteration 2F: 3 clusters Score -88890.42 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -89018.000000 Penalty: 702.844177
	Iteration 3F: 3 clusters Score -89018 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -89121.937500 Penalty: 702.844177
	Iteration 4F: 3 clusters Score -89121.94 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -89222.015625 Penalty: 702.844177
	Iteration 5F: 3 clusters Score -89222.02 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -89301.656250 Penalty: 702.844177
	Iteration 6F: 3 clusters Score -89301.66 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -89367.414062 Penalty: 702.844177
	Iteration 7Q: 3 clusters Score -89367.41 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -89410.359375 Penalty: 702.844177
	Iteration 8Q: 3 clusters Score -89410.36 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -89441.351562 Penalty: 702.844177
	Iteration 9Q: 3 clusters Score -89441.35 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -89464.109375 Penalty: 702.844177
	Iteration 10Q: 3 clusters Score -89464.11 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -89486.031250 Penalty: 702.844177
	Iteration 11Q: 3 clusters Score -89486.03 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -89508.406250 Penalty: 702.844177
	Iteration 12Q: 3 clusters Score -89508.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -89524.179688 Penalty: 702.844177
	Iteration 13Q: 3 clusters Score -89524.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -89543.195312 Penalty: 702.844177
	Iteration 14Q: 3 clusters Score -89543.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -89555.632812 Penalty: 702.844177
	Iteration 15Q: 3 clusters Score -89555.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -89563.914062 Penalty: 702.844177
	Iteration 16Q: 3 clusters Score -89563.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -89570.445312 Penalty: 702.844177
	Iteration 17Q: 3 clusters Score -89570.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -89577.992188 Penalty: 702.844177
	Iteration 18Q: 3 clusters Score -89577.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -89581.992188 Penalty: 702.844177
	Iteration 19Q: 3 clusters Score -89581.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -89586.171875 Penalty: 702.844177
	Iteration 20F: 3 clusters Score -89586.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -89590.257812 Penalty: 702.844177
	Iteration 21Q: 3 clusters Score -89590.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -89593.609375 Penalty: 702.844177
	Iteration 22Q: 3 clusters Score -89593.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -89595.468750 Penalty: 702.844177
	Iteration 23Q: 3 clusters Score -89595.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -89597.945312 Penalty: 702.844177
	Iteration 24Q: 3 clusters Score -89597.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -89599.335938 Penalty: 702.844177
	Iteration 25Q: 3 clusters Score -89599.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -89602.226562 Penalty: 702.844177
	Iteration 26Q: 3 clusters Score -89602.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -89605.015625 Penalty: 702.844177
	Iteration 27Q: 3 clusters Score -89605.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -89607.070312 Penalty: 702.844177
	Iteration 28Q: 3 clusters Score -89607.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -89608.851562 Penalty: 702.844177
	Iteration 29Q: 3 clusters Score -89608.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -89610.632812 Penalty: 702.844177
	Iteration 30Q: 3 clusters Score -89610.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -89610.906250 Penalty: 702.844177
	Iteration 31Q: 3 clusters Score -89610.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -89612.085938 Penalty: 702.844177
	Iteration 32Q: 3 clusters Score -89612.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -89613.007812 Penalty: 702.844177
	Iteration 33Q: 3 clusters Score -89613.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -89614.835938 Penalty: 702.844177
	Iteration 34Q: 3 clusters Score -89614.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -89616.000000 Penalty: 702.844177
	Iteration 35Q: 3 clusters Score -89616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -89616.687500 Penalty: 702.844177
	Iteration 36Q: 3 clusters Score -89616.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -89617.265625 Penalty: 702.844177
	Iteration 37Q: 3 clusters Score -89617.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -89618.445312 Penalty: 702.844177
	Iteration 38Q: 3 clusters Score -89618.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -89621.703125 Penalty: 702.844177
	Iteration 39Q: 3 clusters Score -89621.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -89626.085938 Penalty: 702.844177
	Iteration 40F: 3 clusters Score -89626.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -89628.992188 Penalty: 702.844177
	Iteration 41Q: 3 clusters Score -89628.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -89631.054688 Penalty: 702.844177
	Iteration 42Q: 3 clusters Score -89631.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -89632.648438 Penalty: 702.844177
	Iteration 43Q: 3 clusters Score -89632.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -89633.445312 Penalty: 702.844177
	Iteration 44Q: 3 clusters Score -89633.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -89635.898438 Penalty: 702.844177
	Iteration 45Q: 3 clusters Score -89635.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -89636.687500 Penalty: 702.844177
	Iteration 46Q: 3 clusters Score -89636.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -89638.398438 Penalty: 702.844177
	Iteration 47Q: 3 clusters Score -89638.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -89639.242188 Penalty: 702.844177
	Iteration 48Q: 3 clusters Score -89639.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -89639.335938 Penalty: 702.844177
	Iteration 49Q: 3 clusters Score -89639.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -89639.507812 Penalty: 702.844177
	Iteration 50Q: 3 clusters Score -89639.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -89639.507812 Penalty: 702.844177
	Iteration 51F: 3 clusters Score -89639.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 4021 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 2527 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 85791 members 
Mstep: Class 8 contains 1963 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 6008 members 
Mstep: Class 11 contains 3405 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 219380 members 
Mstep: Class 14 contains 5074 members 
Mstep: Class 15 contains 4306 members 
Mstep: Class 16 contains 1738 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 20 contains 825 members 
Mstep: Class 21 contains 12532 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 637 members 
Mstep: Class 26 contains 1429 members 
Mstep: Class 27 contains 3809 members 
Mstep: Class 28 contains 27288 members 
Mstep: Class 29 contains 2481 members 
Mstep: Class 30 contains 1862 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 1366 members 
Mstep: Class 33 contains 123 members 
Mstep: Class 34 contains 1688 members 
Mstep: Class 35 contains 284210 members 
Mstep: Class 36 contains 374 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 1876 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1364 members 
Mstep: Class 41 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28345210.000000 Penalty: 27028.597656
Iteration 119Q: 45 clusters Score -2.834521e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6566 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 2564 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 85796 members 
Mstep: Class 8 contains 1979 members 
Mstep: Class 9 contains 3623 members 
Mstep: Class 10 contains 6007 members 
Mstep: Class 11 contains 3401 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 218975 members 
Mstep: Class 14 contains 5086 members 
Mstep: Class 15 contains 4321 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 19 contains 1074 members 
Mstep: Class 20 contains 1048 members 
Mstep: Class 21 contains 12615 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 1451 members 
Mstep: Class 27 contains 3849 members 
Mstep: Class 28 contains 27313 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 1857 members 
Mstep: Class 31 contains 2342 members 
Mstep: Class 32 contains 1368 members 
Mstep: Class 33 contains 123 members 
Mstep: Class 34 contains 1688 members 
Mstep: Class 35 contains 284603 members 
Mstep: Class 36 contains 373 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1898 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1358 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5423 members 
Mstep: Class 43 contains 4165 members 
Mstep: Class 44 contains 15484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28345990.000000 Penalty: 27028.597656
Iteration 120F: 45 clusters Score -2.834599e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 6563 members 
Mstep: Class 3 contains 3999 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 1263 members 
Mstep: Class 7 contains 85819 members 
Mstep: Class 8 contains 1986 members 
Mstep: Class 9 contains 3612 members 
Mstep: Class 10 contains 6019 members 
Mstep: Class 11 contains 3398 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 218474 members 
Mstep: Class 14 contains 5096 members 
Mstep: Class 15 contains 4323 members 
Mstep: Class 16 contains 1750 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 19 contains 1065 members 
Mstep: Class 20 contains 1220 members 
Mstep: Class 21 contains 12659 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 1469 members 
Mstep: Class 27 contains 3869 members 
Mstep: Class 28 contains 27260 members 
Mstep: Class 29 contains 2519 members 
Mstep: Class 30 contains 1849 members 
Mstep: Class 31 contains 2359 members 
Mstep: Class 32 contains 1366 members 
Mstep: Class 33 contains 123 members 
Mstep: Class 34 contains 1688 members 
Mstep: Class 35 contains 284759 members 
Mstep: Class 36 contains 373 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1882 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1351 members 
Mstep: Class 41 contains 2263 members 
Mstep: Class 42 contains 5492 members 
Mstep: Class 43 contains 4466 members 
Mstep: Class 44 contains 15196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346390.000000 Penalty: 27028.597656
Iteration 121Q: 45 clusters Score -2.834639e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6566 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 7 contains 85823 members 
Mstep: Class 8 contains 1986 members 
Mstep: Class 9 contains 3605 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 3391 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 218173 members 
Mstep: Class 14 contains 5102 members 
Mstep: Class 15 contains 4329 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 19 contains 1059 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 12682 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 648 members 
Mstep: Class 26 contains 1492 members 
Mstep: Class 27 contains 3884 members 
Mstep: Class 28 contains 27213 members 
Mstep: Class 29 contains 2514 members 
Mstep: Class 30 contains 1844 members 
Mstep: Class 31 contains 2371 members 
Mstep: Class 32 contains 1367 members 
Mstep: Class 33 contains 124 members 
Mstep: Class 34 contains 1688 members 
Mstep: Class 35 contains 284850 members 
Mstep: Class 36 contains 374 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 1874 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1349 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5532 members 
Mstep: Class 43 contains 4665 members 
Mstep: Class 44 contains 14891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346574.000000 Penalty: 27028.597656
Iteration 122Q: 45 clusters Score -2.834657e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6577 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2651 members 
Mstep: Class 6 contains 1328 members 
Mstep: Class 7 contains 85840 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 3600 members 
Mstep: Class 10 contains 6043 members 
Mstep: Class 11 contains 3383 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 217925 members 
Mstep: Class 14 contains 5107 members 
Mstep: Class 15 contains 4336 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 1191 members 
Mstep: Class 19 contains 1047 members 
Mstep: Class 20 contains 1574 members 
Mstep: Class 21 contains 12701 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 650 members 
Mstep: Class 26 contains 1507 members 
Mstep: Class 27 contains 3893 members 
Mstep: Class 28 contains 27172 members 
Mstep: Class 29 contains 2523 members 
Mstep: Class 30 contains 1838 members 
Mstep: Class 31 contains 2388 members 
Mstep: Class 32 contains 1366 members 
Mstep: Class 33 contains 124 members 
Mstep: Class 34 contains 1688 members 
Mstep: Class 35 contains 284890 members 
Mstep: Class 36 contains 374 members 
Mstep: Class 37 contains 496 members 
Mstep: Class 38 contains 1866 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1346 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5559 members 
Mstep: Class 43 contains 4819 members 
Mstep: Class 44 contains 14642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346756.000000 Penalty: 27028.597656
Iteration 123Q: 45 clusters Score -2.834676e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 6583 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 85856 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 3591 members 
Mstep: Class 10 contains 6051 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 217742 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 1738 members 
Mstep: Class 21 contains 12711 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 652 members 
Mstep: Class 26 contains 1521 members 
Mstep: Class 27 contains 3900 members 
Mstep: Class 28 contains 27142 members 
Mstep: Class 29 contains 2522 members 
Mstep: Class 30 contains 1837 members 
Mstep: Class 31 contains 2407 members 
Mstep: Class 32 contains 1364 members 
Mstep: Class 33 contains 124 members 
Mstep: Class 34 contains 1689 members 
Mstep: Class 35 contains 284902 members 
Mstep: Class 36 contains 374 members 
Mstep: Class 37 contains 496 members 
Mstep: Class 38 contains 1863 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1346 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5579 members 
Mstep: Class 43 contains 4952 members 
Mstep: Class 44 contains 14411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346978.000000 Penalty: 27028.597656
Iteration 124Q: 45 clusters Score -2.834698e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 6594 members 
Mstep: Class 3 contains 4008 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2679 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 85856 members 
Mstep: Class 8 contains 1991 members 
Mstep: Class 9 contains 3585 members 
Mstep: Class 10 contains 6052 members 
Mstep: Class 11 contains 3375 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 217601 members 
Mstep: Class 14 contains 5114 members 
Mstep: Class 15 contains 4344 members 
Mstep: Class 16 contains 1764 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 1031 members 
Mstep: Class 20 contains 1898 members 
Mstep: Class 21 contains 12715 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 654 members 
Mstep: Class 26 contains 1538 members 
Mstep: Class 27 contains 3902 members 
Mstep: Class 28 contains 27115 members 
Mstep: Class 29 contains 2520 members 
Mstep: Class 30 contains 1837 members 
Mstep: Class 31 contains 2425 members 
Mstep: Class 32 contains 1364 members 
Mstep: Class 33 contains 124 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284869 members 
Mstep: Class 36 contains 373 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 1861 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1347 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5593 members 
Mstep: Class 43 contains 5056 members 
Mstep: Class 44 contains 14207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347058.000000 Penalty: 27028.597656
Iteration 125Q: 45 clusters Score -2.834706e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6592 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2688 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 85862 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 3589 members 
Mstep: Class 10 contains 6057 members 
Mstep: Class 11 contains 3373 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 217485 members 
Mstep: Class 14 contains 5121 members 
Mstep: Class 15 contains 4346 members 
Mstep: Class 16 contains 1764 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1030 members 
Mstep: Class 20 contains 2045 members 
Mstep: Class 21 contains 12716 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 656 members 
Mstep: Class 26 contains 1554 members 
Mstep: Class 27 contains 3905 members 
Mstep: Class 28 contains 27092 members 
Mstep: Class 29 contains 2514 members 
Mstep: Class 30 contains 1836 members 
Mstep: Class 31 contains 2445 members 
Mstep: Class 32 contains 1364 members 
Mstep: Class 33 contains 123 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284835 members 
Mstep: Class 36 contains 372 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1861 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1347 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5613 members 
Mstep: Class 43 contains 5146 members 
Mstep: Class 44 contains 14033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347036.000000 Penalty: 27028.597656
Iteration 126Q: 45 clusters Score -2.834704e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6598 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2704 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 85874 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 6064 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 217385 members 
Mstep: Class 14 contains 5128 members 
Mstep: Class 15 contains 4347 members 
Mstep: Class 16 contains 1766 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 2162 members 
Mstep: Class 21 contains 12714 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 1568 members 
Mstep: Class 27 contains 3907 members 
Mstep: Class 28 contains 27070 members 
Mstep: Class 29 contains 2519 members 
Mstep: Class 30 contains 1835 members 
Mstep: Class 31 contains 2465 members 
Mstep: Class 32 contains 1362 members 
Mstep: Class 33 contains 121 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284798 members 
Mstep: Class 36 contains 371 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1856 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1349 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5630 members 
Mstep: Class 43 contains 5235 members 
Mstep: Class 44 contains 13877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347104.000000 Penalty: 27028.597656
Iteration 127Q: 45 clusters Score -2.83471e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6599 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2719 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 85878 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 3585 members 
Mstep: Class 10 contains 6071 members 
Mstep: Class 11 contains 3362 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 217294 members 
Mstep: Class 14 contains 5138 members 
Mstep: Class 15 contains 4349 members 
Mstep: Class 16 contains 1767 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1031 members 
Mstep: Class 20 contains 2242 members 
Mstep: Class 21 contains 12713 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 660 members 
Mstep: Class 26 contains 1578 members 
Mstep: Class 27 contains 3908 members 
Mstep: Class 28 contains 27052 members 
Mstep: Class 29 contains 2525 members 
Mstep: Class 30 contains 1836 members 
Mstep: Class 31 contains 2491 members 
Mstep: Class 32 contains 1360 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284792 members 
Mstep: Class 36 contains 371 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1849 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1350 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5648 members 
Mstep: Class 43 contains 5318 members 
Mstep: Class 44 contains 13725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347204.000000 Penalty: 27028.597656
Iteration 128Q: 45 clusters Score -2.83472e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6604 members 
Mstep: Class 3 contains 4012 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2733 members 
Mstep: Class 6 contains 1492 members 
Mstep: Class 7 contains 85878 members 
Mstep: Class 8 contains 1993 members 
Mstep: Class 9 contains 3584 members 
Mstep: Class 10 contains 6076 members 
Mstep: Class 11 contains 3358 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 217228 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 4343 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1030 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 12710 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 661 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 3913 members 
Mstep: Class 28 contains 27038 members 
Mstep: Class 29 contains 2526 members 
Mstep: Class 30 contains 1836 members 
Mstep: Class 31 contains 2515 members 
Mstep: Class 32 contains 1355 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284799 members 
Mstep: Class 36 contains 370 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1843 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1351 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5659 members 
Mstep: Class 43 contains 5389 members 
Mstep: Class 44 contains 13581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347246.000000 Penalty: 27028.597656
Iteration 129Q: 45 clusters Score -2.834725e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6602 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2743 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 85884 members 
Mstep: Class 8 contains 1994 members 
Mstep: Class 9 contains 3579 members 
Mstep: Class 10 contains 6073 members 
Mstep: Class 11 contains 3354 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 217187 members 
Mstep: Class 14 contains 5138 members 
Mstep: Class 15 contains 4343 members 
Mstep: Class 16 contains 1777 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1036 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 664 members 
Mstep: Class 26 contains 1595 members 
Mstep: Class 27 contains 3913 members 
Mstep: Class 28 contains 27023 members 
Mstep: Class 29 contains 2533 members 
Mstep: Class 30 contains 1836 members 
Mstep: Class 31 contains 2540 members 
Mstep: Class 32 contains 1357 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284803 members 
Mstep: Class 36 contains 370 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1838 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1350 members 
Mstep: Class 41 contains 2263 members 
Mstep: Class 42 contains 5670 members 
Mstep: Class 43 contains 5449 members 
Mstep: Class 44 contains 13432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347206.000000 Penalty: 27028.597656
Iteration 130Q: 45 clusters Score -2.834721e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 6606 members 
Mstep: Class 3 contains 4015 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2745 members 
Mstep: Class 6 contains 1535 members 
Mstep: Class 7 contains 85884 members 
Mstep: Class 8 contains 1997 members 
Mstep: Class 9 contains 3578 members 
Mstep: Class 10 contains 6074 members 
Mstep: Class 11 contains 3349 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 217152 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1033 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 12712 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 665 members 
Mstep: Class 26 contains 1605 members 
Mstep: Class 27 contains 3914 members 
Mstep: Class 28 contains 27003 members 
Mstep: Class 29 contains 2551 members 
Mstep: Class 30 contains 1839 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 1360 members 
Mstep: Class 33 contains 119 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284826 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1838 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1350 members 
Mstep: Class 41 contains 2263 members 
Mstep: Class 42 contains 5671 members 
Mstep: Class 43 contains 5496 members 
Mstep: Class 44 contains 13291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347276.000000 Penalty: 27028.597656
Iteration 131Q: 45 clusters Score -2.834728e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 6612 members 
Mstep: Class 3 contains 4015 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 1564 members 
Mstep: Class 7 contains 85886 members 
Mstep: Class 8 contains 2000 members 
Mstep: Class 9 contains 3576 members 
Mstep: Class 10 contains 6076 members 
Mstep: Class 11 contains 3348 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 217124 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 4343 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1033 members 
Mstep: Class 20 contains 2442 members 
Mstep: Class 21 contains 12713 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 665 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 3915 members 
Mstep: Class 28 contains 26990 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 1839 members 
Mstep: Class 31 contains 2571 members 
Mstep: Class 32 contains 1358 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284838 members 
Mstep: Class 36 contains 368 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1833 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1351 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5677 members 
Mstep: Class 43 contains 5541 members 
Mstep: Class 44 contains 13168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347226.000000 Penalty: 27028.597656
Iteration 132Q: 45 clusters Score -2.834723e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6615 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2745 members 
Mstep: Class 6 contains 1600 members 
Mstep: Class 7 contains 85884 members 
Mstep: Class 8 contains 2003 members 
Mstep: Class 9 contains 3575 members 
Mstep: Class 10 contains 6075 members 
Mstep: Class 11 contains 3348 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 217096 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 4340 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1034 members 
Mstep: Class 20 contains 2469 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 667 members 
Mstep: Class 26 contains 1625 members 
Mstep: Class 27 contains 3915 members 
Mstep: Class 28 contains 26983 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 1839 members 
Mstep: Class 31 contains 2593 members 
Mstep: Class 32 contains 1356 members 
Mstep: Class 33 contains 119 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284864 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1828 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1353 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5682 members 
Mstep: Class 43 contains 5578 members 
Mstep: Class 44 contains 13038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347312.000000 Penalty: 27028.597656
Iteration 133Q: 45 clusters Score -2.834731e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 6615 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 1650 members 
Mstep: Class 7 contains 85884 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 3573 members 
Mstep: Class 10 contains 6076 members 
Mstep: Class 11 contains 3347 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 217071 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 4336 members 
Mstep: Class 16 contains 1788 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1037 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 12706 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 665 members 
Mstep: Class 26 contains 1631 members 
Mstep: Class 27 contains 3916 members 
Mstep: Class 28 contains 26976 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 1840 members 
Mstep: Class 31 contains 2617 members 
Mstep: Class 32 contains 1354 members 
Mstep: Class 33 contains 119 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284886 members 
Mstep: Class 36 contains 370 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1822 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5685 members 
Mstep: Class 43 contains 5607 members 
Mstep: Class 44 contains 12906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347336.000000 Penalty: 27028.597656
Iteration 134Q: 45 clusters Score -2.834734e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6614 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2741 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 85885 members 
Mstep: Class 8 contains 2008 members 
Mstep: Class 9 contains 3571 members 
Mstep: Class 10 contains 6077 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 217057 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 4333 members 
Mstep: Class 16 contains 1796 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1038 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 12706 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 664 members 
Mstep: Class 26 contains 1639 members 
Mstep: Class 27 contains 3918 members 
Mstep: Class 28 contains 26964 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 1841 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 1353 members 
Mstep: Class 33 contains 119 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284892 members 
Mstep: Class 36 contains 370 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1823 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5689 members 
Mstep: Class 43 contains 5641 members 
Mstep: Class 44 contains 12793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347366.000000 Penalty: 27028.597656
Iteration 135Q: 45 clusters Score -2.834737e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6615 members 
Mstep: Class 3 contains 4019 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2742 members 
Mstep: Class 6 contains 1715 members 
Mstep: Class 7 contains 85888 members 
Mstep: Class 8 contains 2012 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 6077 members 
Mstep: Class 11 contains 3343 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 217036 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 4330 members 
Mstep: Class 16 contains 1800 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1036 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 12706 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 663 members 
Mstep: Class 26 contains 1647 members 
Mstep: Class 27 contains 3918 members 
Mstep: Class 28 contains 26961 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 1843 members 
Mstep: Class 31 contains 2648 members 
Mstep: Class 32 contains 1352 members 
Mstep: Class 33 contains 119 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284896 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1821 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5693 members 
Mstep: Class 43 contains 5670 members 
Mstep: Class 44 contains 12698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347356.000000 Penalty: 27028.597656
Iteration 136Q: 45 clusters Score -2.834736e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6616 members 
Mstep: Class 3 contains 4019 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2741 members 
Mstep: Class 6 contains 1724 members 
Mstep: Class 7 contains 85881 members 
Mstep: Class 8 contains 2013 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 6078 members 
Mstep: Class 11 contains 3342 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 217020 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 4323 members 
Mstep: Class 16 contains 1800 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1039 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 12705 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 663 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3918 members 
Mstep: Class 28 contains 26954 members 
Mstep: Class 29 contains 2584 members 
Mstep: Class 30 contains 1846 members 
Mstep: Class 31 contains 2665 members 
Mstep: Class 32 contains 1351 members 
Mstep: Class 33 contains 119 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284910 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1820 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5696 members 
Mstep: Class 43 contains 5706 members 
Mstep: Class 44 contains 12631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347364.000000 Penalty: 27028.597656
Iteration 137Q: 45 clusters Score -2.834736e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6619 members 
Mstep: Class 3 contains 4019 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2742 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 85879 members 
Mstep: Class 8 contains 2013 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 6078 members 
Mstep: Class 11 contains 3342 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216999 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 4319 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1042 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 12706 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 663 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 3918 members 
Mstep: Class 28 contains 26939 members 
Mstep: Class 29 contains 2593 members 
Mstep: Class 30 contains 1845 members 
Mstep: Class 31 contains 2679 members 
Mstep: Class 32 contains 1348 members 
Mstep: Class 33 contains 119 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284920 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1823 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 5744 members 
Mstep: Class 44 contains 12565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347404.000000 Penalty: 27028.597656
Iteration 138Q: 45 clusters Score -2.83474e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6620 members 
Mstep: Class 3 contains 4019 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2743 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 7 contains 85886 members 
Mstep: Class 8 contains 2013 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 6077 members 
Mstep: Class 11 contains 3342 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216982 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 1800 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1041 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 12709 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 663 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 3919 members 
Mstep: Class 28 contains 26931 members 
Mstep: Class 29 contains 2600 members 
Mstep: Class 30 contains 1846 members 
Mstep: Class 31 contains 2692 members 
Mstep: Class 32 contains 1344 members 
Mstep: Class 33 contains 119 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284922 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1823 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5700 members 
Mstep: Class 43 contains 5784 members 
Mstep: Class 44 contains 12487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347420.000000 Penalty: 27028.597656
Iteration 139Q: 45 clusters Score -2.834742e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6622 members 
Mstep: Class 3 contains 4018 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2745 members 
Mstep: Class 6 contains 1791 members 
Mstep: Class 7 contains 85896 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 6077 members 
Mstep: Class 11 contains 3342 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216968 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1041 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 661 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 3919 members 
Mstep: Class 28 contains 26925 members 
Mstep: Class 29 contains 2604 members 
Mstep: Class 30 contains 1845 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 1342 members 
Mstep: Class 33 contains 119 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284923 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 5816 members 
Mstep: Class 44 contains 12413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347514.000000 Penalty: 27028.597656
Iteration 140F: 45 clusters Score -2.834751e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 6620 members 
Mstep: Class 3 contains 4018 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 1808 members 
Mstep: Class 7 contains 85898 members 
Mstep: Class 8 contains 2009 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 6077 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216939 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1040 members 
Mstep: Class 20 contains 2657 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 662 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 3920 members 
Mstep: Class 28 contains 26925 members 
Mstep: Class 29 contains 2603 members 
Mstep: Class 30 contains 1841 members 
Mstep: Class 31 contains 2724 members 
Mstep: Class 32 contains 1342 members 
Mstep: Class 33 contains 119 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284900 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1828 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 5847 members 
Mstep: Class 44 contains 12350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347554.000000 Penalty: 27028.597656
Iteration 141Q: 45 clusters Score -2.834755e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6619 members 
Mstep: Class 3 contains 4018 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2748 members 
Mstep: Class 6 contains 1829 members 
Mstep: Class 7 contains 85900 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 6076 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216903 members 
Mstep: Class 14 contains 5130 members 
Mstep: Class 15 contains 4320 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1037 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 12709 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 662 members 
Mstep: Class 26 contains 1648 members 
Mstep: Class 27 contains 3924 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1838 members 
Mstep: Class 31 contains 2741 members 
Mstep: Class 32 contains 1341 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284870 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 5877 members 
Mstep: Class 44 contains 12285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347570.000000 Penalty: 27028.597656
Iteration 142Q: 45 clusters Score -2.834757e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6617 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2749 members 
Mstep: Class 6 contains 1847 members 
Mstep: Class 7 contains 85899 members 
Mstep: Class 8 contains 2002 members 
Mstep: Class 9 contains 3555 members 
Mstep: Class 10 contains 6073 members 
Mstep: Class 11 contains 3338 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216875 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 4326 members 
Mstep: Class 16 contains 1800 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1036 members 
Mstep: Class 20 contains 2791 members 
Mstep: Class 21 contains 12711 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 662 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1833 members 
Mstep: Class 31 contains 2752 members 
Mstep: Class 32 contains 1341 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284855 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 5919 members 
Mstep: Class 44 contains 12216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347568.000000 Penalty: 27028.597656
Iteration 143Q: 45 clusters Score -2.834757e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6617 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2750 members 
Mstep: Class 6 contains 1861 members 
Mstep: Class 7 contains 85899 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 6074 members 
Mstep: Class 11 contains 3338 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216858 members 
Mstep: Class 14 contains 5128 members 
Mstep: Class 15 contains 4326 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 2842 members 
Mstep: Class 21 contains 12711 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 664 members 
Mstep: Class 26 contains 1644 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 2756 members 
Mstep: Class 32 contains 1341 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284848 members 
Mstep: Class 36 contains 368 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 5952 members 
Mstep: Class 44 contains 12155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347638.000000 Penalty: 27028.597656
Iteration 144Q: 45 clusters Score -2.834764e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6621 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2749 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 85901 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 6074 members 
Mstep: Class 11 contains 3339 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216822 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 4329 members 
Mstep: Class 16 contains 1804 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1034 members 
Mstep: Class 20 contains 2899 members 
Mstep: Class 21 contains 12713 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 664 members 
Mstep: Class 26 contains 1644 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1818 members 
Mstep: Class 31 contains 2752 members 
Mstep: Class 32 contains 1340 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284847 members 
Mstep: Class 36 contains 367 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 5977 members 
Mstep: Class 44 contains 12108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347688.000000 Penalty: 27028.597656
Iteration 145Q: 45 clusters Score -2.834769e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6622 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2751 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 85908 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 3537 members 
Mstep: Class 10 contains 6073 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216795 members 
Mstep: Class 14 contains 5124 members 
Mstep: Class 15 contains 4331 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1033 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 12713 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 665 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1813 members 
Mstep: Class 31 contains 2744 members 
Mstep: Class 32 contains 1339 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284839 members 
Mstep: Class 36 contains 367 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 6005 members 
Mstep: Class 44 contains 12068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347728.000000 Penalty: 27028.597656
Iteration 146Q: 45 clusters Score -2.834773e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6625 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2749 members 
Mstep: Class 6 contains 1899 members 
Mstep: Class 7 contains 85913 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 3533 members 
Mstep: Class 10 contains 6071 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216777 members 
Mstep: Class 14 contains 5123 members 
Mstep: Class 15 contains 4334 members 
Mstep: Class 16 contains 1803 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1033 members 
Mstep: Class 20 contains 3003 members 
Mstep: Class 21 contains 12714 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 664 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1813 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 1338 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284818 members 
Mstep: Class 36 contains 368 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 6028 members 
Mstep: Class 44 contains 12038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347754.000000 Penalty: 27028.597656
Iteration 147Q: 45 clusters Score -2.834775e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6625 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2748 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 85923 members 
Mstep: Class 8 contains 1973 members 
Mstep: Class 9 contains 3527 members 
Mstep: Class 10 contains 6067 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216753 members 
Mstep: Class 14 contains 5124 members 
Mstep: Class 15 contains 4333 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1033 members 
Mstep: Class 20 contains 3055 members 
Mstep: Class 21 contains 12714 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 664 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 2730 members 
Mstep: Class 32 contains 1338 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284823 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 6036 members 
Mstep: Class 44 contains 11994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347778.000000 Penalty: 27028.597656
Iteration 148Q: 45 clusters Score -2.834778e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6626 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1929 members 
Mstep: Class 7 contains 85935 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 6062 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216731 members 
Mstep: Class 14 contains 5124 members 
Mstep: Class 15 contains 4333 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1033 members 
Mstep: Class 20 contains 3101 members 
Mstep: Class 21 contains 12715 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 664 members 
Mstep: Class 26 contains 1641 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 2731 members 
Mstep: Class 32 contains 1338 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284826 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 6045 members 
Mstep: Class 44 contains 11949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347812.000000 Penalty: 27028.597656
Iteration 149Q: 45 clusters Score -2.834781e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6626 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 85946 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 3507 members 
Mstep: Class 10 contains 6063 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216730 members 
Mstep: Class 14 contains 5124 members 
Mstep: Class 15 contains 4330 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1033 members 
Mstep: Class 20 contains 3124 members 
Mstep: Class 21 contains 12714 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 665 members 
Mstep: Class 26 contains 1641 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1813 members 
Mstep: Class 31 contains 2727 members 
Mstep: Class 32 contains 1337 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284838 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 6053 members 
Mstep: Class 44 contains 11915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347814.000000 Penalty: 27028.597656
Iteration 150Q: 45 clusters Score -2.834781e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6623 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 85952 members 
Mstep: Class 8 contains 1961 members 
Mstep: Class 9 contains 3498 members 
Mstep: Class 10 contains 6063 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216729 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 4329 members 
Mstep: Class 16 contains 1797 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1034 members 
Mstep: Class 20 contains 3148 members 
Mstep: Class 21 contains 12714 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 666 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1809 members 
Mstep: Class 31 contains 2725 members 
Mstep: Class 32 contains 1337 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284832 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 6067 members 
Mstep: Class 44 contains 11890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347838.000000 Penalty: 27028.597656
Iteration 151Q: 45 clusters Score -2.834784e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6621 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 1957 members 
Mstep: Class 7 contains 85961 members 
Mstep: Class 8 contains 1959 members 
Mstep: Class 9 contains 3489 members 
Mstep: Class 10 contains 6064 members 
Mstep: Class 11 contains 3342 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216722 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 4326 members 
Mstep: Class 16 contains 1796 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1034 members 
Mstep: Class 20 contains 3162 members 
Mstep: Class 21 contains 12714 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 665 members 
Mstep: Class 26 contains 1641 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1806 members 
Mstep: Class 31 contains 2725 members 
Mstep: Class 32 contains 1337 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284833 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 6086 members 
Mstep: Class 44 contains 11863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347814.000000 Penalty: 27028.597656
Iteration 152Q: 45 clusters Score -2.834781e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6617 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2745 members 
Mstep: Class 6 contains 1963 members 
Mstep: Class 7 contains 85958 members 
Mstep: Class 8 contains 1960 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 6062 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216719 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 4329 members 
Mstep: Class 16 contains 1796 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1034 members 
Mstep: Class 20 contains 3173 members 
Mstep: Class 21 contains 12714 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 664 members 
Mstep: Class 26 contains 1641 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1807 members 
Mstep: Class 31 contains 2722 members 
Mstep: Class 32 contains 1337 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284826 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 6103 members 
Mstep: Class 44 contains 11849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347842.000000 Penalty: 27028.597656
Iteration 153Q: 45 clusters Score -2.834784e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6614 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1969 members 
Mstep: Class 7 contains 85960 members 
Mstep: Class 8 contains 1961 members 
Mstep: Class 9 contains 3485 members 
Mstep: Class 10 contains 6061 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216710 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 4330 members 
Mstep: Class 16 contains 1796 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 3188 members 
Mstep: Class 21 contains 12715 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 662 members 
Mstep: Class 26 contains 1643 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1806 members 
Mstep: Class 31 contains 2717 members 
Mstep: Class 32 contains 1337 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284813 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 6122 members 
Mstep: Class 44 contains 11835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347828.000000 Penalty: 27028.597656
Iteration 154Q: 45 clusters Score -2.834783e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6613 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 85962 members 
Mstep: Class 8 contains 1961 members 
Mstep: Class 9 contains 3479 members 
Mstep: Class 10 contains 6061 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216695 members 
Mstep: Class 14 contains 5123 members 
Mstep: Class 15 contains 4333 members 
Mstep: Class 16 contains 1797 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1037 members 
Mstep: Class 20 contains 3196 members 
Mstep: Class 21 contains 12713 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 660 members 
Mstep: Class 26 contains 1644 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1805 members 
Mstep: Class 31 contains 2708 members 
Mstep: Class 32 contains 1336 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284812 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 6144 members 
Mstep: Class 44 contains 11827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347838.000000 Penalty: 27028.597656
Iteration 155Q: 45 clusters Score -2.834784e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6614 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 1977 members 
Mstep: Class 7 contains 85963 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 3477 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216679 members 
Mstep: Class 14 contains 5125 members 
Mstep: Class 15 contains 4334 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1037 members 
Mstep: Class 20 contains 3205 members 
Mstep: Class 21 contains 12711 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 660 members 
Mstep: Class 26 contains 1645 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1802 members 
Mstep: Class 31 contains 2697 members 
Mstep: Class 32 contains 1336 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284812 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 6163 members 
Mstep: Class 44 contains 11822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347848.000000 Penalty: 27028.597656
Iteration 156Q: 45 clusters Score -2.834785e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6615 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2748 members 
Mstep: Class 6 contains 1981 members 
Mstep: Class 7 contains 85963 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 3472 members 
Mstep: Class 10 contains 6059 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216652 members 
Mstep: Class 14 contains 5128 members 
Mstep: Class 15 contains 4337 members 
Mstep: Class 16 contains 1800 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1037 members 
Mstep: Class 20 contains 3207 members 
Mstep: Class 21 contains 12714 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 660 members 
Mstep: Class 26 contains 1645 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1799 members 
Mstep: Class 31 contains 2684 members 
Mstep: Class 32 contains 1336 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284829 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 6182 members 
Mstep: Class 44 contains 11817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347880.000000 Penalty: 27028.597656
Iteration 157Q: 45 clusters Score -2.834788e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6614 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2749 members 
Mstep: Class 6 contains 1990 members 
Mstep: Class 7 contains 85961 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 3473 members 
Mstep: Class 10 contains 6059 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216635 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 4339 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1037 members 
Mstep: Class 20 contains 3209 members 
Mstep: Class 21 contains 12719 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 660 members 
Mstep: Class 26 contains 1645 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1798 members 
Mstep: Class 31 contains 2685 members 
Mstep: Class 32 contains 1336 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284826 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 6194 members 
Mstep: Class 44 contains 11806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347866.000000 Penalty: 27028.597656
Iteration 158Q: 45 clusters Score -2.834787e+07 nChanged 79
Entering ConstructFrom: 
Score: -28347866.000000 Penalty: 27028.597656
Entering ConstructFrom: 
Trying to split cluster 1 (3792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Entering Unmasked Estep 
Score: -146571.281250 Penalty: 374.949554
	Iteration 0F: 2 clusters Score -146571.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -143958.046875 Penalty: 749.899109
	Iteration 0F: 3 clusters Score -143958 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -144962.859375 Penalty: 749.899109
	Iteration 1F: 3 clusters Score -144962.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -145133.031250 Penalty: 749.899109
	Iteration 2F: 3 clusters Score -145133 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -145315.687500 Penalty: 749.899109
	Iteration 3F: 3 clusters Score -145315.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -145497.765625 Penalty: 749.899109
	Iteration 4F: 3 clusters Score -145497.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -145715.281250 Penalty: 749.899109
	Iteration 5F: 3 clusters Score -145715.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -145920.468750 Penalty: 749.899109
	Iteration 6F: 3 clusters Score -145920.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -146080.609375 Penalty: 749.899109
	Iteration 7Q: 3 clusters Score -146080.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -146163.203125 Penalty: 749.899109
	Iteration 8Q: 3 clusters Score -146163.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -146213.875000 Penalty: 749.899109
	Iteration 9Q: 3 clusters Score -146213.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -146239.328125 Penalty: 749.899109
	Iteration 10Q: 3 clusters Score -146239.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -146252.718750 Penalty: 749.899109
	Iteration 11Q: 3 clusters Score -146252.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -146258.796875 Penalty: 749.899109
	Iteration 12Q: 3 clusters Score -146258.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -146262.078125 Penalty: 749.899109
	Iteration 13Q: 3 clusters Score -146262.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -146262.937500 Penalty: 749.899109
	Iteration 14Q: 3 clusters Score -146262.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -146262.937500 Penalty: 749.899109
	Iteration 15F: 3 clusters Score -146262.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Entering Unmasked Estep 
Score: -259957.562500 Penalty: 400.254089
	Iteration 0F: 2 clusters Score -259957.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -255514.171875 Penalty: 800.508179
	Iteration 0F: 3 clusters Score -255514.2 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -257702.828125 Penalty: 800.508179
	Iteration 1F: 3 clusters Score -257702.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -258166.906250 Penalty: 800.508179
	Iteration 2F: 3 clusters Score -258166.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -258471.109375 Penalty: 800.508179
	Iteration 3F: 3 clusters Score -258471.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -258659.281250 Penalty: 800.508179
	Iteration 4F: 3 clusters Score -258659.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -258779.500000 Penalty: 800.508179
	Iteration 5Q: 3 clusters Score -258779.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -258856.468750 Penalty: 800.508179
	Iteration 6Q: 3 clusters Score -258856.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -258926.906250 Penalty: 800.508179
	Iteration 7Q: 3 clusters Score -258926.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -258998.171875 Penalty: 800.508179
	Iteration 8Q: 3 clusters Score -258998.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -259060.765625 Penalty: 800.508179
	Iteration 9Q: 3 clusters Score -259060.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -259113.109375 Penalty: 800.508179
	Iteration 10Q: 3 clusters Score -259113.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -259152.843750 Penalty: 800.508179
	Iteration 11Q: 3 clusters Score -259152.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -259196.625000 Penalty: 800.508179
	Iteration 12Q: 3 clusters Score -259196.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -259231.312500 Penalty: 800.508179
	Iteration 13Q: 3 clusters Score -259231.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -259258.718750 Penalty: 800.508179
	Iteration 14Q: 3 clusters Score -259258.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -259291.281250 Penalty: 800.508179
	Iteration 15Q: 3 clusters Score -259291.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -259332.437500 Penalty: 800.508179
	Iteration 16Q: 3 clusters Score -259332.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -259374.953125 Penalty: 800.508179
	Iteration 17Q: 3 clusters Score -259375 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -259413.718750 Penalty: 800.508179
	Iteration 18Q: 3 clusters Score -259413.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -259446.250000 Penalty: 800.508179
	Iteration 19Q: 3 clusters Score -259446.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -259485.062500 Penalty: 800.508179
	Iteration 20F: 3 clusters Score -259485.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -259518.640625 Penalty: 800.508179
	Iteration 21Q: 3 clusters Score -259518.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -259540.156250 Penalty: 800.508179
	Iteration 22Q: 3 clusters Score -259540.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -259560.703125 Penalty: 800.508179
	Iteration 23Q: 3 clusters Score -259560.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -259578.500000 Penalty: 800.508179
	Iteration 24Q: 3 clusters Score -259578.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -259592.859375 Penalty: 800.508179
	Iteration 25Q: 3 clusters Score -259592.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -259604.125000 Penalty: 800.508179
	Iteration 26Q: 3 clusters Score -259604.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -259613.171875 Penalty: 800.508179
	Iteration 27Q: 3 clusters Score -259613.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -259623.046875 Penalty: 800.508179
	Iteration 28Q: 3 clusters Score -259623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -259629.968750 Penalty: 800.508179
	Iteration 29Q: 3 clusters Score -259630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -259635.062500 Penalty: 800.508179
	Iteration 30Q: 3 clusters Score -259635.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -259640.484375 Penalty: 800.508179
	Iteration 31Q: 3 clusters Score -259640.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -259645.000000 Penalty: 800.508179
	Iteration 32Q: 3 clusters Score -259645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -259647.515625 Penalty: 800.508179
	Iteration 33Q: 3 clusters Score -259647.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -259647.984375 Penalty: 800.508179
	Iteration 34Q: 3 clusters Score -259648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -259648.875000 Penalty: 800.508179
	Iteration 35Q: 3 clusters Score -259648.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -259649.234375 Penalty: 800.508179
	Iteration 36Q: 3 clusters Score -259649.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -259651.171875 Penalty: 800.508179
	Iteration 37Q: 3 clusters Score -259651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -259651.390625 Penalty: 800.508179
	Iteration 38Q: 3 clusters Score -259651.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -259651.062500 Penalty: 800.508179
	Iteration 39Q: 3 clusters Score -259651.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -259651.390625 Penalty: 800.508179
	Iteration 40F: 3 clusters Score -259651.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -259651.703125 Penalty: 800.508179
	Iteration 41Q: 3 clusters Score -259651.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -259651.828125 Penalty: 800.508179
	Iteration 42Q: 3 clusters Score -259651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -259651.546875 Penalty: 800.508179
	Iteration 43Q: 3 clusters Score -259651.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -259651.546875 Penalty: 800.508179
	Iteration 44F: 3 clusters Score -259651.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Entering Unmasked Estep 
Score: -159594.921875 Penalty: 377.572205
	Iteration 0F: 2 clusters Score -159594.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -156853.750000 Penalty: 755.144409
	Iteration 0F: 3 clusters Score -156853.8 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -157923.578125 Penalty: 755.144409
	Iteration 1F: 3 clusters Score -157923.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -158094.125000 Penalty: 755.144409
	Iteration 2F: 3 clusters Score -158094.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -158226.171875 Penalty: 755.144409
	Iteration 3F: 3 clusters Score -158226.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -158347.093750 Penalty: 755.144409
	Iteration 4F: 3 clusters Score -158347.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -158465.187500 Penalty: 755.144409
	Iteration 5Q: 3 clusters Score -158465.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -158574.218750 Penalty: 755.144409
	Iteration 6Q: 3 clusters Score -158574.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -158647.171875 Penalty: 755.144409
	Iteration 7Q: 3 clusters Score -158647.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -158703.187500 Penalty: 755.144409
	Iteration 8Q: 3 clusters Score -158703.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -158751.515625 Penalty: 755.144409
	Iteration 9Q: 3 clusters Score -158751.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -158784.609375 Penalty: 755.144409
	Iteration 10Q: 3 clusters Score -158784.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -158807.875000 Penalty: 755.144409
	Iteration 11Q: 3 clusters Score -158807.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -158833.453125 Penalty: 755.144409
	Iteration 12Q: 3 clusters Score -158833.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -158857.046875 Penalty: 755.144409
	Iteration 13Q: 3 clusters Score -158857 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -158868.968750 Penalty: 755.144409
	Iteration 14Q: 3 clusters Score -158869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -158873.656250 Penalty: 755.144409
	Iteration 15Q: 3 clusters Score -158873.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -158879.812500 Penalty: 755.144409
	Iteration 16Q: 3 clusters Score -158879.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -158887.828125 Penalty: 755.144409
	Iteration 17Q: 3 clusters Score -158887.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -158900.546875 Penalty: 755.144409
	Iteration 18Q: 3 clusters Score -158900.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -158917.953125 Penalty: 755.144409
	Iteration 19Q: 3 clusters Score -158918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -158932.812500 Penalty: 755.144409
	Iteration 20F: 3 clusters Score -158932.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -158943.109375 Penalty: 755.144409
	Iteration 21Q: 3 clusters Score -158943.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -158948.750000 Penalty: 755.144409
	Iteration 22Q: 3 clusters Score -158948.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -158954.546875 Penalty: 755.144409
	Iteration 23Q: 3 clusters Score -158954.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -158957.125000 Penalty: 755.144409
	Iteration 24Q: 3 clusters Score -158957.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -158959.328125 Penalty: 755.144409
	Iteration 25Q: 3 clusters Score -158959.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -158960.359375 Penalty: 755.144409
	Iteration 26Q: 3 clusters Score -158960.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -158960.546875 Penalty: 755.144409
	Iteration 27Q: 3 clusters Score -158960.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -158961.375000 Penalty: 755.144409
	Iteration 28Q: 3 clusters Score -158961.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -158961.750000 Penalty: 755.144409
	Iteration 29Q: 3 clusters Score -158961.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -158961.937500 Penalty: 755.144409
	Iteration 30Q: 3 clusters Score -158961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -158962.375000 Penalty: 755.144409
	Iteration 31Q: 3 clusters Score -158962.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -158962.640625 Penalty: 755.144409
	Iteration 32Q: 3 clusters Score -158962.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -158962.640625 Penalty: 755.144409
	Iteration 33F: 3 clusters Score -158962.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -34706.710938 Penalty: 302.410767
	Iteration 0F: 2 clusters Score -34706.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -34037.230469 Penalty: 604.821533
	Iteration 0F: 3 clusters Score -34037.23 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -34203.406250 Penalty: 604.821533
	Iteration 1F: 3 clusters Score -34203.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -34226.921875 Penalty: 604.821533
	Iteration 2F: 3 clusters Score -34226.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -34240.937500 Penalty: 604.821533
	Iteration 3Q: 3 clusters Score -34240.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -34249.617188 Penalty: 604.821533
	Iteration 4Q: 3 clusters Score -34249.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -34258.554688 Penalty: 604.821533
	Iteration 5Q: 3 clusters Score -34258.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -34267.746094 Penalty: 604.821533
	Iteration 6Q: 3 clusters Score -34267.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -34275.886719 Penalty: 604.821533
	Iteration 7Q: 3 clusters Score -34275.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -34280.867188 Penalty: 604.821533
	Iteration 8Q: 3 clusters Score -34280.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -34284.539062 Penalty: 604.821533
	Iteration 9Q: 3 clusters Score -34284.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -34286.277344 Penalty: 604.821533
	Iteration 10Q: 3 clusters Score -34286.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -34287.804688 Penalty: 604.821533
	Iteration 11Q: 3 clusters Score -34287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -34288.804688 Penalty: 604.821533
	Iteration 12Q: 3 clusters Score -34288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -34289.660156 Penalty: 604.821533
	Iteration 13Q: 3 clusters Score -34289.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -34291.476562 Penalty: 604.821533
	Iteration 14Q: 3 clusters Score -34291.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -34291.933594 Penalty: 604.821533
	Iteration 15Q: 3 clusters Score -34291.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -34291.933594 Penalty: 604.821533
	Iteration 16F: 3 clusters Score -34291.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Entering Unmasked Estep 
Score: -113341.804688 Penalty: 360.330719
	Iteration 0F: 2 clusters Score -113341.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -111427.546875 Penalty: 720.661438
	Iteration 0F: 3 clusters Score -111427.5 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -112139.781250 Penalty: 720.661438
	Iteration 1F: 3 clusters Score -112139.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -112217.578125 Penalty: 720.661438
	Iteration 2F: 3 clusters Score -112217.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -112271.375000 Penalty: 720.661438
	Iteration 3Q: 3 clusters Score -112271.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -112331.976562 Penalty: 720.661438
	Iteration 4Q: 3 clusters Score -112332 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -112405.453125 Penalty: 720.661438
	Iteration 5Q: 3 clusters Score -112405.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -112496.507812 Penalty: 720.661438
	Iteration 6Q: 3 clusters Score -112496.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -112597.429688 Penalty: 720.661438
	Iteration 7F: 3 clusters Score -112597.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -112695.773438 Penalty: 720.661438
	Iteration 8Q: 3 clusters Score -112695.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -112767.859375 Penalty: 720.661438
	Iteration 9Q: 3 clusters Score -112767.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -112812.867188 Penalty: 720.661438
	Iteration 10Q: 3 clusters Score -112812.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -112861.140625 Penalty: 720.661438
	Iteration 11Q: 3 clusters Score -112861.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -112907.500000 Penalty: 720.661438
	Iteration 12Q: 3 clusters Score -112907.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -112949.140625 Penalty: 720.661438
	Iteration 13Q: 3 clusters Score -112949.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -112991.742188 Penalty: 720.661438
	Iteration 14Q: 3 clusters Score -112991.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -113040.968750 Penalty: 720.661438
	Iteration 15Q: 3 clusters Score -113041 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -113080.929688 Penalty: 720.661438
	Iteration 16Q: 3 clusters Score -113080.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -113104.203125 Penalty: 720.661438
	Iteration 17Q: 3 clusters Score -113104.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -113120.718750 Penalty: 720.661438
	Iteration 18Q: 3 clusters Score -113120.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -113128.976562 Penalty: 720.661438
	Iteration 19Q: 3 clusters Score -113129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -113133.007812 Penalty: 720.661438
	Iteration 20F: 3 clusters Score -113133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -113134.640625 Penalty: 720.661438
	Iteration 21Q: 3 clusters Score -113134.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -113135.515625 Penalty: 720.661438
	Iteration 22Q: 3 clusters Score -113135.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -113135.226562 Penalty: 720.661438
	Iteration 23Q: 3 clusters Score -113135.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -113135.773438 Penalty: 720.661438
	Iteration 24Q: 3 clusters Score -113135.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -113136.484375 Penalty: 720.661438
	Iteration 25Q: 3 clusters Score -113136.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -113136.679688 Penalty: 720.661438
	Iteration 26Q: 3 clusters Score -113136.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -113137.554688 Penalty: 720.661438
	Iteration 27Q: 3 clusters Score -113137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -113137.960938 Penalty: 720.661438
	Iteration 28Q: 3 clusters Score -113138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -113138.054688 Penalty: 720.661438
	Iteration 29Q: 3 clusters Score -113138.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -113138.445312 Penalty: 720.661438
	Iteration 30Q: 3 clusters Score -113138.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -113138.578125 Penalty: 720.661438
	Iteration 31Q: 3 clusters Score -113138.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -113139.625000 Penalty: 720.661438
	Iteration 32Q: 3 clusters Score -113139.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -113140.101562 Penalty: 720.661438
	Iteration 33Q: 3 clusters Score -113140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -113140.164062 Penalty: 720.661438
	Iteration 34Q: 3 clusters Score -113140.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -113140.250000 Penalty: 720.661438
	Iteration 35Q: 3 clusters Score -113140.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -113140.617188 Penalty: 720.661438
	Iteration 36Q: 3 clusters Score -113140.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -113140.718750 Penalty: 720.661438
	Iteration 37Q: 3 clusters Score -113140.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -113140.773438 Penalty: 720.661438
	Iteration 38Q: 3 clusters Score -113140.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -113141.789062 Penalty: 720.661438
	Iteration 39Q: 3 clusters Score -113141.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -113142.054688 Penalty: 720.661438
	Iteration 40F: 3 clusters Score -113142.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -113142.406250 Penalty: 720.661438
	Iteration 41Q: 3 clusters Score -113142.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -113142.625000 Penalty: 720.661438
	Iteration 42Q: 3 clusters Score -113142.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -113143.046875 Penalty: 720.661438
	Iteration 43Q: 3 clusters Score -113143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -113143.078125 Penalty: 720.661438
	Iteration 44Q: 3 clusters Score -113143.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -113143.078125 Penalty: 720.661438
	Iteration 45F: 3 clusters Score -113143.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -85692.843750 Penalty: 345.772766
	Iteration 0F: 2 clusters Score -85692.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -84263.242188 Penalty: 691.545532
	Iteration 0F: 3 clusters Score -84263.24 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -84744.015625 Penalty: 691.545532
	Iteration 1F: 3 clusters Score -84744.02 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -84831.085938 Penalty: 691.545532
	Iteration 2F: 3 clusters Score -84831.09 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -84916.312500 Penalty: 691.545532
	Iteration 3F: 3 clusters Score -84916.31 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -85012.601562 Penalty: 691.545532
	Iteration 4Q: 3 clusters Score -85012.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -85127.078125 Penalty: 691.545532
	Iteration 5Q: 3 clusters Score -85127.08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -85185.984375 Penalty: 691.545532
	Iteration 6Q: 3 clusters Score -85185.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -85211.742188 Penalty: 691.545532
	Iteration 7Q: 3 clusters Score -85211.74 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -85236.062500 Penalty: 691.545532
	Iteration 8Q: 3 clusters Score -85236.06 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -85252.992188 Penalty: 691.545532
	Iteration 9Q: 3 clusters Score -85252.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -85262.539062 Penalty: 691.545532
	Iteration 10Q: 3 clusters Score -85262.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -85269.945312 Penalty: 691.545532
	Iteration 11Q: 3 clusters Score -85269.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -85277.164062 Penalty: 691.545532
	Iteration 12Q: 3 clusters Score -85277.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -85282.320312 Penalty: 691.545532
	Iteration 13Q: 3 clusters Score -85282.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -85285.226562 Penalty: 691.545532
	Iteration 14Q: 3 clusters Score -85285.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -85288.382812 Penalty: 691.545532
	Iteration 15Q: 3 clusters Score -85288.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -85289.898438 Penalty: 691.545532
	Iteration 16Q: 3 clusters Score -85289.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -85291.578125 Penalty: 691.545532
	Iteration 17Q: 3 clusters Score -85291.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -85292.695312 Penalty: 691.545532
	Iteration 18Q: 3 clusters Score -85292.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -85294.382812 Penalty: 691.545532
	Iteration 19Q: 3 clusters Score -85294.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -85296.703125 Penalty: 691.545532
	Iteration 20F: 3 clusters Score -85296.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -85299.187500 Penalty: 691.545532
	Iteration 21Q: 3 clusters Score -85299.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -85302.984375 Penalty: 691.545532
	Iteration 22Q: 3 clusters Score -85302.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -85306.921875 Penalty: 691.545532
	Iteration 23Q: 3 clusters Score -85306.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -85314.109375 Penalty: 691.545532
	Iteration 24Q: 3 clusters Score -85314.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -85318.851562 Penalty: 691.545532
	Iteration 25Q: 3 clusters Score -85318.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -85322.281250 Penalty: 691.545532
	Iteration 26Q: 3 clusters Score -85322.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -85325.195312 Penalty: 691.545532
	Iteration 27Q: 3 clusters Score -85325.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -85329.367188 Penalty: 691.545532
	Iteration 28Q: 3 clusters Score -85329.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -85333.601562 Penalty: 691.545532
	Iteration 29Q: 3 clusters Score -85333.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -85336.492188 Penalty: 691.545532
	Iteration 30Q: 3 clusters Score -85336.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -85338.882812 Penalty: 691.545532
	Iteration 31Q: 3 clusters Score -85338.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -85339.992188 Penalty: 691.545532
	Iteration 32Q: 3 clusters Score -85339.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -85341.250000 Penalty: 691.545532
	Iteration 33Q: 3 clusters Score -85341.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -85341.515625 Penalty: 691.545532
	Iteration 34Q: 3 clusters Score -85341.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -85341.796875 Penalty: 691.545532
	Iteration 35Q: 3 clusters Score -85341.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -85342.578125 Penalty: 691.545532
	Iteration 36Q: 3 clusters Score -85342.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -85343.484375 Penalty: 691.545532
	Iteration 37Q: 3 clusters Score -85343.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -85344.195312 Penalty: 691.545532
	Iteration 38Q: 3 clusters Score -85344.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -85344.632812 Penalty: 691.545532
	Iteration 39Q: 3 clusters Score -85344.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -85344.632812 Penalty: 691.545532
	Iteration 40F: 3 clusters Score -85344.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (85959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85959 members 
Entering Unmasked Estep 
Score: -3413117.750000 Penalty: 516.953979
	Iteration 0F: 2 clusters Score -3413118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -3354998.250000 Penalty: 1033.907959
	Iteration 0F: 3 clusters Score -3354998 nChanged 42083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -3381278.000000 Penalty: 1033.907959
	Iteration 1F: 3 clusters Score -3381278 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -3383176.750000 Penalty: 1033.907959
	Iteration 2Q: 3 clusters Score -3383177 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -3386184.250000 Penalty: 1033.907959
	Iteration 3F: 3 clusters Score -3386184 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -3390575.250000 Penalty: 1033.907959
	Iteration 4F: 3 clusters Score -3390575 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -3395464.500000 Penalty: 1033.907959
	Iteration 5F: 3 clusters Score -3395464 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -3398592.000000 Penalty: 1033.907959
	Iteration 6F: 3 clusters Score -3398592 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -3399912.250000 Penalty: 1033.907959
	Iteration 7Q: 3 clusters Score -3399912 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -3400654.250000 Penalty: 1033.907959
	Iteration 8Q: 3 clusters Score -3400654 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -3401296.500000 Penalty: 1033.907959
	Iteration 9Q: 3 clusters Score -3401296 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -3402025.500000 Penalty: 1033.907959
	Iteration 10Q: 3 clusters Score -3402026 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -3402917.750000 Penalty: 1033.907959
	Iteration 11Q: 3 clusters Score -3402918 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -3403960.250000 Penalty: 1033.907959
	Iteration 12Q: 3 clusters Score -3403960 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -3405229.000000 Penalty: 1033.907959
	Iteration 13Q: 3 clusters Score -3405229 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -3406907.500000 Penalty: 1033.907959
	Iteration 14Q: 3 clusters Score -3406908 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -3409023.500000 Penalty: 1033.907959
	Iteration 15Q: 3 clusters Score -3409024 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -3411383.250000 Penalty: 1033.907959
	Iteration 16Q: 3 clusters Score -3411383 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -3413811.000000 Penalty: 1033.907959
	Iteration 17Q: 3 clusters Score -3413811 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 53231 members 
Entering Unmasked Estep 
Score: -3415659.500000 Penalty: 1033.907959
	Iteration 18Q: 3 clusters Score -3415660 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 54635 members 
Entering Unmasked Estep 
Score: -3416751.750000 Penalty: 1033.907959
	Iteration 19Q: 3 clusters Score -3416752 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -3417390.750000 Penalty: 1033.907959
	Iteration 20F: 3 clusters Score -3417391 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 56538 members 
Entering Unmasked Estep 
Score: -3417696.000000 Penalty: 1033.907959
	Iteration 21Q: 3 clusters Score -3417696 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 57121 members 
Entering Unmasked Estep 
Score: -3417776.250000 Penalty: 1033.907959
	Iteration 22Q: 3 clusters Score -3417776 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -3417828.750000 Penalty: 1033.907959
	Iteration 23Q: 3 clusters Score -3417829 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -3417857.500000 Penalty: 1033.907959
	Iteration 24Q: 3 clusters Score -3417858 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
Score: -3417865.000000 Penalty: 1033.907959
	Iteration 25Q: 3 clusters Score -3417865 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 58066 members 
Entering Unmasked Estep 
Score: -3417864.750000 Penalty: 1033.907959
	Iteration 26Q: 3 clusters Score -3417865 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 58152 members 
Entering Unmasked Estep 
Score: -3417867.000000 Penalty: 1033.907959
	Iteration 27Q: 3 clusters Score -3417867 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 58221 members 
Entering Unmasked Estep 
Score: -3417871.500000 Penalty: 1033.907959
	Iteration 28Q: 3 clusters Score -3417872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -3417866.000000 Penalty: 1033.907959
	Iteration 29Q: 3 clusters Score -3417866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -3417879.250000 Penalty: 1033.907959
	Iteration 30Q: 3 clusters Score -3417879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -3417882.750000 Penalty: 1033.907959
	Iteration 31Q: 3 clusters Score -3417883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -3417876.750000 Penalty: 1033.907959
	Iteration 32Q: 3 clusters Score -3417877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -3417884.500000 Penalty: 1033.907959
	Iteration 33Q: 3 clusters Score -3417884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 58382 members 
Entering Unmasked Estep 
Score: -3417883.500000 Penalty: 1033.907959
	Iteration 34Q: 3 clusters Score -3417884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 58396 members 
Entering Unmasked Estep 
Score: -3417887.250000 Penalty: 1033.907959
	Iteration 35Q: 3 clusters Score -3417887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -3417886.500000 Penalty: 1033.907959
	Iteration 36Q: 3 clusters Score -3417886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -3417886.000000 Penalty: 1033.907959
	Iteration 37Q: 3 clusters Score -3417886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -3417882.000000 Penalty: 1033.907959
	Iteration 38Q: 3 clusters Score -3417882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 58413 members 
Entering Unmasked Estep 
Score: -3417885.500000 Penalty: 1033.907959
	Iteration 39Q: 3 clusters Score -3417886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -3417885.250000 Penalty: 1033.907959
	Iteration 40F: 3 clusters Score -3417885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6613 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2750 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 27545 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 3475 members 
Mstep: Class 10 contains 6059 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 216629 members 
Mstep: Class 14 contains 5128 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1038 members 
Mstep: Class 20 contains 3212 members 
Mstep: Class 21 contains 12720 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1794 members 
Mstep: Class 31 contains 2685 members 
Mstep: Class 32 contains 1336 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284832 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 6194 members 
Mstep: Class 44 contains 11795 members 
Mstep: Class 45 contains 58414 members 
Entering Unmasked Estep 
Score: -28352470.000000 Penalty: 27642.884766
Splitting cluster 7 changes total score from -28347866.000000 to -28352470.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 8 (1962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Entering Unmasked Estep 
Score: -73162.335938 Penalty: 344.968262
	Iteration 0F: 2 clusters Score -73162.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -71786.117188 Penalty: 689.936523
	Iteration 0F: 3 clusters Score -71786.12 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -72253.062500 Penalty: 689.936523
	Iteration 1F: 3 clusters Score -72253.06 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -72358.812500 Penalty: 689.936523
	Iteration 2F: 3 clusters Score -72358.81 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -72459.007812 Penalty: 689.936523
	Iteration 3F: 3 clusters Score -72459.01 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -72569.281250 Penalty: 689.936523
	Iteration 4F: 3 clusters Score -72569.28 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -72668.953125 Penalty: 689.936523
	Iteration 5F: 3 clusters Score -72668.95 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -72752.140625 Penalty: 689.936523
	Iteration 6Q: 3 clusters Score -72752.14 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -72830.007812 Penalty: 689.936523
	Iteration 7Q: 3 clusters Score -72830.01 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -72904.414062 Penalty: 689.936523
	Iteration 8Q: 3 clusters Score -72904.41 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -73007.726562 Penalty: 689.936523
	Iteration 9Q: 3 clusters Score -73007.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -73061.632812 Penalty: 689.936523
	Iteration 10Q: 3 clusters Score -73061.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -73087.742188 Penalty: 689.936523
	Iteration 11Q: 3 clusters Score -73087.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -73101.218750 Penalty: 689.936523
	Iteration 12Q: 3 clusters Score -73101.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -73110.273438 Penalty: 689.936523
	Iteration 13Q: 3 clusters Score -73110.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -73115.804688 Penalty: 689.936523
	Iteration 14Q: 3 clusters Score -73115.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -73122.625000 Penalty: 689.936523
	Iteration 15Q: 3 clusters Score -73122.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -73126.257812 Penalty: 689.936523
	Iteration 16Q: 3 clusters Score -73126.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -73127.140625 Penalty: 689.936523
	Iteration 17Q: 3 clusters Score -73127.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -73127.359375 Penalty: 689.936523
	Iteration 18Q: 3 clusters Score -73127.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -73127.453125 Penalty: 689.936523
	Iteration 19Q: 3 clusters Score -73127.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -73127.453125 Penalty: 689.936523
	Iteration 20F: 3 clusters Score -73127.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Entering Unmasked Estep 
Score: -133806.734375 Penalty: 370.977417
	Iteration 0F: 2 clusters Score -133806.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -131402.921875 Penalty: 741.954834
	Iteration 0F: 3 clusters Score -131402.9 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -132274.015625 Penalty: 741.954834
	Iteration 1F: 3 clusters Score -132274 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -132359.046875 Penalty: 741.954834
	Iteration 2F: 3 clusters Score -132359 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -132431.843750 Penalty: 741.954834
	Iteration 3Q: 3 clusters Score -132431.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -132515.937500 Penalty: 741.954834
	Iteration 4Q: 3 clusters Score -132515.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -132636.593750 Penalty: 741.954834
	Iteration 5F: 3 clusters Score -132636.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -132783.640625 Penalty: 741.954834
	Iteration 6F: 3 clusters Score -132783.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -132954.156250 Penalty: 741.954834
	Iteration 7F: 3 clusters Score -132954.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -133085.281250 Penalty: 741.954834
	Iteration 8Q: 3 clusters Score -133085.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -133185.421875 Penalty: 741.954834
	Iteration 9Q: 3 clusters Score -133185.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -133263.156250 Penalty: 741.954834
	Iteration 10Q: 3 clusters Score -133263.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -133325.187500 Penalty: 741.954834
	Iteration 11Q: 3 clusters Score -133325.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -133387.171875 Penalty: 741.954834
	Iteration 12Q: 3 clusters Score -133387.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -133426.328125 Penalty: 741.954834
	Iteration 13Q: 3 clusters Score -133426.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -133445.687500 Penalty: 741.954834
	Iteration 14Q: 3 clusters Score -133445.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -133459.578125 Penalty: 741.954834
	Iteration 15Q: 3 clusters Score -133459.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -133465.562500 Penalty: 741.954834
	Iteration 16Q: 3 clusters Score -133465.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -133471.468750 Penalty: 741.954834
	Iteration 17Q: 3 clusters Score -133471.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -133478.343750 Penalty: 741.954834
	Iteration 18Q: 3 clusters Score -133478.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -133483.484375 Penalty: 741.954834
	Iteration 19Q: 3 clusters Score -133483.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -133488.796875 Penalty: 741.954834
	Iteration 20F: 3 clusters Score -133488.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -133491.296875 Penalty: 741.954834
	Iteration 21Q: 3 clusters Score -133491.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -133492.281250 Penalty: 741.954834
	Iteration 22Q: 3 clusters Score -133492.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -133492.703125 Penalty: 741.954834
	Iteration 23Q: 3 clusters Score -133492.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -133493.562500 Penalty: 741.954834
	Iteration 24Q: 3 clusters Score -133493.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -133495.328125 Penalty: 741.954834
	Iteration 25Q: 3 clusters Score -133495.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -133497.484375 Penalty: 741.954834
	Iteration 26Q: 3 clusters Score -133497.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -133499.984375 Penalty: 741.954834
	Iteration 27Q: 3 clusters Score -133500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -133501.750000 Penalty: 741.954834
	Iteration 28Q: 3 clusters Score -133501.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -133505.187500 Penalty: 741.954834
	Iteration 29Q: 3 clusters Score -133505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -133506.453125 Penalty: 741.954834
	Iteration 30Q: 3 clusters Score -133506.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -133506.453125 Penalty: 741.954834
	Iteration 31F: 3 clusters Score -133506.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Entering Unmasked Estep 
Score: -239802.140625 Penalty: 396.273163
	Iteration 0F: 2 clusters Score -239802.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -235782.687500 Penalty: 792.546326
	Iteration 0F: 3 clusters Score -235782.7 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -237533.125000 Penalty: 792.546326
	Iteration 1F: 3 clusters Score -237533.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -237974.640625 Penalty: 792.546326
	Iteration 2F: 3 clusters Score -237974.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -238348.781250 Penalty: 792.546326
	Iteration 3F: 3 clusters Score -238348.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -238681.562500 Penalty: 792.546326
	Iteration 4F: 3 clusters Score -238681.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -238961.578125 Penalty: 792.546326
	Iteration 5F: 3 clusters Score -238961.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -239183.593750 Penalty: 792.546326
	Iteration 6Q: 3 clusters Score -239183.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -239365.437500 Penalty: 792.546326
	Iteration 7Q: 3 clusters Score -239365.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -239484.234375 Penalty: 792.546326
	Iteration 8Q: 3 clusters Score -239484.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -239565.796875 Penalty: 792.546326
	Iteration 9Q: 3 clusters Score -239565.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -239609.937500 Penalty: 792.546326
	Iteration 10Q: 3 clusters Score -239609.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -239628.562500 Penalty: 792.546326
	Iteration 11Q: 3 clusters Score -239628.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -239637.546875 Penalty: 792.546326
	Iteration 12Q: 3 clusters Score -239637.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -239641.187500 Penalty: 792.546326
	Iteration 13Q: 3 clusters Score -239641.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -239647.593750 Penalty: 792.546326
	Iteration 14Q: 3 clusters Score -239647.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -239655.906250 Penalty: 792.546326
	Iteration 15Q: 3 clusters Score -239655.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -239659.125000 Penalty: 792.546326
	Iteration 16Q: 3 clusters Score -239659.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -239661.343750 Penalty: 792.546326
	Iteration 17Q: 3 clusters Score -239661.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -239661.750000 Penalty: 792.546326
	Iteration 18Q: 3 clusters Score -239661.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -239662.343750 Penalty: 792.546326
	Iteration 19Q: 3 clusters Score -239662.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -239662.265625 Penalty: 792.546326
	Iteration 20F: 3 clusters Score -239662.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -239662.312500 Penalty: 792.546326
	Iteration 21Q: 3 clusters Score -239662.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -239663.843750 Penalty: 792.546326
	Iteration 22Q: 3 clusters Score -239663.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -239664.453125 Penalty: 792.546326
	Iteration 23Q: 3 clusters Score -239664.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -239664.937500 Penalty: 792.546326
	Iteration 24Q: 3 clusters Score -239664.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -239665.750000 Penalty: 792.546326
	Iteration 25Q: 3 clusters Score -239665.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -239665.921875 Penalty: 792.546326
	Iteration 26Q: 3 clusters Score -239665.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -239666.812500 Penalty: 792.546326
	Iteration 27Q: 3 clusters Score -239666.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -239667.562500 Penalty: 792.546326
	Iteration 28Q: 3 clusters Score -239667.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -239668.296875 Penalty: 792.546326
	Iteration 29Q: 3 clusters Score -239668.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -239668.703125 Penalty: 792.546326
	Iteration 30Q: 3 clusters Score -239668.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -239668.984375 Penalty: 792.546326
	Iteration 31Q: 3 clusters Score -239669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -239669.750000 Penalty: 792.546326
	Iteration 32Q: 3 clusters Score -239669.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -239670.218750 Penalty: 792.546326
	Iteration 33Q: 3 clusters Score -239670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -239670.234375 Penalty: 792.546326
	Iteration 34Q: 3 clusters Score -239670.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -239670.281250 Penalty: 792.546326
	Iteration 35Q: 3 clusters Score -239670.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -239670.421875 Penalty: 792.546326
	Iteration 36Q: 3 clusters Score -239670.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -239670.421875 Penalty: 792.546326
	Iteration 37F: 3 clusters Score -239670.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Entering Unmasked Estep 
Score: -134148.062500 Penalty: 369.242615
	Iteration 0F: 2 clusters Score -134148.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -131830.859375 Penalty: 738.485229
	Iteration 0F: 3 clusters Score -131830.9 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -132727.812500 Penalty: 738.485229
	Iteration 1F: 3 clusters Score -132727.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -132968.390625 Penalty: 738.485229
	Iteration 2F: 3 clusters Score -132968.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -133219.546875 Penalty: 738.485229
	Iteration 3F: 3 clusters Score -133219.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -133383.328125 Penalty: 738.485229
	Iteration 4F: 3 clusters Score -133383.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -133504.953125 Penalty: 738.485229
	Iteration 5Q: 3 clusters Score -133505 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -133581.281250 Penalty: 738.485229
	Iteration 6Q: 3 clusters Score -133581.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -133639.328125 Penalty: 738.485229
	Iteration 7Q: 3 clusters Score -133639.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -133677.250000 Penalty: 738.485229
	Iteration 8Q: 3 clusters Score -133677.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -133701.187500 Penalty: 738.485229
	Iteration 9Q: 3 clusters Score -133701.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -133719.968750 Penalty: 738.485229
	Iteration 10Q: 3 clusters Score -133720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -133735.328125 Penalty: 738.485229
	Iteration 11Q: 3 clusters Score -133735.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -133743.687500 Penalty: 738.485229
	Iteration 12Q: 3 clusters Score -133743.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -133753.406250 Penalty: 738.485229
	Iteration 13Q: 3 clusters Score -133753.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -133766.312500 Penalty: 738.485229
	Iteration 14Q: 3 clusters Score -133766.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -133782.453125 Penalty: 738.485229
	Iteration 15Q: 3 clusters Score -133782.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -133794.937500 Penalty: 738.485229
	Iteration 16Q: 3 clusters Score -133794.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -133810.375000 Penalty: 738.485229
	Iteration 17Q: 3 clusters Score -133810.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -133824.734375 Penalty: 738.485229
	Iteration 18Q: 3 clusters Score -133824.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -133837.937500 Penalty: 738.485229
	Iteration 19Q: 3 clusters Score -133837.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -133851.156250 Penalty: 738.485229
	Iteration 20F: 3 clusters Score -133851.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -133865.515625 Penalty: 738.485229
	Iteration 21Q: 3 clusters Score -133865.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -133876.468750 Penalty: 738.485229
	Iteration 22Q: 3 clusters Score -133876.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -133884.875000 Penalty: 738.485229
	Iteration 23Q: 3 clusters Score -133884.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -133889.250000 Penalty: 738.485229
	Iteration 24Q: 3 clusters Score -133889.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -133891.281250 Penalty: 738.485229
	Iteration 25Q: 3 clusters Score -133891.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -133893.265625 Penalty: 738.485229
	Iteration 26Q: 3 clusters Score -133893.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -133894.593750 Penalty: 738.485229
	Iteration 27Q: 3 clusters Score -133894.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -133894.812500 Penalty: 738.485229
	Iteration 28Q: 3 clusters Score -133894.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -133894.921875 Penalty: 738.485229
	Iteration 29Q: 3 clusters Score -133894.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -133895.468750 Penalty: 738.485229
	Iteration 30Q: 3 clusters Score -133895.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -133895.625000 Penalty: 738.485229
	Iteration 31Q: 3 clusters Score -133895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -133895.890625 Penalty: 738.485229
	Iteration 32Q: 3 clusters Score -133895.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -133896.703125 Penalty: 738.485229
	Iteration 33Q: 3 clusters Score -133896.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -133897.125000 Penalty: 738.485229
	Iteration 34Q: 3 clusters Score -133897.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -133897.125000 Penalty: 738.485229
	Iteration 35F: 3 clusters Score -133897.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -64766.816406 Penalty: 336.140778
	Iteration 0F: 2 clusters Score -64766.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -63531.792969 Penalty: 672.281555
	Iteration 0F: 3 clusters Score -63531.79 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -63905.820312 Penalty: 672.281555
	Iteration 1F: 3 clusters Score -63905.82 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -63978.082031 Penalty: 672.281555
	Iteration 2F: 3 clusters Score -63978.08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -64024.992188 Penalty: 672.281555
	Iteration 3F: 3 clusters Score -64024.99 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -64071.464844 Penalty: 672.281555
	Iteration 4Q: 3 clusters Score -64071.46 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -64101.312500 Penalty: 672.281555
	Iteration 5Q: 3 clusters Score -64101.31 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -64123.156250 Penalty: 672.281555
	Iteration 6Q: 3 clusters Score -64123.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -64141.308594 Penalty: 672.281555
	Iteration 7Q: 3 clusters Score -64141.31 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -64164.312500 Penalty: 672.281555
	Iteration 8Q: 3 clusters Score -64164.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -64180.582031 Penalty: 672.281555
	Iteration 9Q: 3 clusters Score -64180.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -64194.691406 Penalty: 672.281555
	Iteration 10Q: 3 clusters Score -64194.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -64212.386719 Penalty: 672.281555
	Iteration 11Q: 3 clusters Score -64212.39 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -64243.234375 Penalty: 672.281555
	Iteration 12Q: 3 clusters Score -64243.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -64269.710938 Penalty: 672.281555
	Iteration 13Q: 3 clusters Score -64269.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -64297.695312 Penalty: 672.281555
	Iteration 14Q: 3 clusters Score -64297.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -64315.464844 Penalty: 672.281555
	Iteration 15Q: 3 clusters Score -64315.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -64332.417969 Penalty: 672.281555
	Iteration 16Q: 3 clusters Score -64332.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -64345.621094 Penalty: 672.281555
	Iteration 17Q: 3 clusters Score -64345.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -64355.937500 Penalty: 672.281555
	Iteration 18Q: 3 clusters Score -64355.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -64362.660156 Penalty: 672.281555
	Iteration 19Q: 3 clusters Score -64362.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -64371.031250 Penalty: 672.281555
	Iteration 20F: 3 clusters Score -64371.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -64380.683594 Penalty: 672.281555
	Iteration 21Q: 3 clusters Score -64380.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -64387.640625 Penalty: 672.281555
	Iteration 22Q: 3 clusters Score -64387.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -64394.472656 Penalty: 672.281555
	Iteration 23Q: 3 clusters Score -64394.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -64399.300781 Penalty: 672.281555
	Iteration 24Q: 3 clusters Score -64399.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -64400.601562 Penalty: 672.281555
	Iteration 25Q: 3 clusters Score -64400.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -64401.312500 Penalty: 672.281555
	Iteration 26Q: 3 clusters Score -64401.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -64401.402344 Penalty: 672.281555
	Iteration 27Q: 3 clusters Score -64401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -64401.460938 Penalty: 672.281555
	Iteration 28Q: 3 clusters Score -64401.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -64401.593750 Penalty: 672.281555
	Iteration 29Q: 3 clusters Score -64401.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -64401.652344 Penalty: 672.281555
	Iteration 30Q: 3 clusters Score -64401.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -64401.652344 Penalty: 672.281555
	Iteration 31F: 3 clusters Score -64401.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (216629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216629 members 
Entering Unmasked Estep 
Score: -8921193.000000 Penalty: 559.010315
	Iteration 0F: 2 clusters Score -8921193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108038 members 
Mstep: Class 2 contains 108591 members 
Entering Unmasked Estep 
Score: -8774006.000000 Penalty: 1118.020630
	Iteration 0F: 3 clusters Score -8774006 nChanged 106582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90694 members 
Mstep: Class 2 contains 125935 members 
Entering Unmasked Estep 
Score: -8842000.000000 Penalty: 1118.020630
	Iteration 1F: 3 clusters Score -8842000 nChanged 13611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 137686 members 
Entering Unmasked Estep 
Score: -8849009.000000 Penalty: 1118.020630
	Iteration 2F: 3 clusters Score -8849009 nChanged 16788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 153248 members 
Entering Unmasked Estep 
Score: -8860312.000000 Penalty: 1118.020630
	Iteration 3F: 3 clusters Score -8860312 nChanged 18898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 171464 members 
Entering Unmasked Estep 
Score: -8876433.000000 Penalty: 1118.020630
	Iteration 4F: 3 clusters Score -8876433 nChanged 18323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 189457 members 
Entering Unmasked Estep 
Score: -8894598.000000 Penalty: 1118.020630
	Iteration 5F: 3 clusters Score -8894598 nChanged 13994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 203293 members 
Entering Unmasked Estep 
Score: -8909137.000000 Penalty: 1118.020630
	Iteration 6F: 3 clusters Score -8909137 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 210830 members 
Entering Unmasked Estep 
Score: -8916802.000000 Penalty: 1118.020630
	Iteration 7Q: 3 clusters Score -8916802 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 213836 members 
Entering Unmasked Estep 
Score: -8919755.000000 Penalty: 1118.020630
	Iteration 8Q: 3 clusters Score -8919755 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 214813 members 
Entering Unmasked Estep 
Score: -8920818.000000 Penalty: 1118.020630
	Iteration 9Q: 3 clusters Score -8920818 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 215047 members 
Entering Unmasked Estep 
Score: -8921309.000000 Penalty: 1118.020630
	Iteration 10Q: 3 clusters Score -8921309 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 215038 members 
Entering Unmasked Estep 
Score: -8921529.000000 Penalty: 1118.020630
	Iteration 11Q: 3 clusters Score -8921529 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 215002 members 
Entering Unmasked Estep 
Score: -8921624.000000 Penalty: 1118.020630
	Iteration 12Q: 3 clusters Score -8921624 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 214968 members 
Entering Unmasked Estep 
Score: -8921689.000000 Penalty: 1118.020630
	Iteration 13Q: 3 clusters Score -8921689 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 214951 members 
Entering Unmasked Estep 
Score: -8921739.000000 Penalty: 1118.020630
	Iteration 14Q: 3 clusters Score -8921739 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 214935 members 
Entering Unmasked Estep 
Score: -8921738.000000 Penalty: 1118.020630
	Iteration 15Q: 3 clusters Score -8921738 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 214908 members 
Entering Unmasked Estep 
Score: -8921758.000000 Penalty: 1118.020630
	Iteration 16Q: 3 clusters Score -8921758 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 214872 members 
Entering Unmasked Estep 
Score: -8921765.000000 Penalty: 1118.020630
	Iteration 17Q: 3 clusters Score -8921765 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 214843 members 
Entering Unmasked Estep 
Score: -8921787.000000 Penalty: 1118.020630
	Iteration 18Q: 3 clusters Score -8921787 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 214828 members 
Entering Unmasked Estep 
Score: -8921780.000000 Penalty: 1118.020630
	Iteration 19Q: 3 clusters Score -8921780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 214812 members 
Entering Unmasked Estep 
Score: -8921791.000000 Penalty: 1118.020630
	Iteration 20F: 3 clusters Score -8921791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 214796 members 
Entering Unmasked Estep 
Score: -8921807.000000 Penalty: 1118.020630
	Iteration 21Q: 3 clusters Score -8921807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 214784 members 
Entering Unmasked Estep 
Score: -8921796.000000 Penalty: 1118.020630
	Iteration 22Q: 3 clusters Score -8921796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 214772 members 
Entering Unmasked Estep 
Score: -8921808.000000 Penalty: 1118.020630
	Iteration 23Q: 3 clusters Score -8921808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 214764 members 
Entering Unmasked Estep 
Score: -8921810.000000 Penalty: 1118.020630
	Iteration 24Q: 3 clusters Score -8921810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 214761 members 
Entering Unmasked Estep 
Score: -8921803.000000 Penalty: 1118.020630
	Iteration 25Q: 3 clusters Score -8921803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 214756 members 
Entering Unmasked Estep 
Score: -8921802.000000 Penalty: 1118.020630
	Iteration 26Q: 3 clusters Score -8921802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 214752 members 
Entering Unmasked Estep 
Score: -8921801.000000 Penalty: 1118.020630
	Iteration 27Q: 3 clusters Score -8921801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 214748 members 
Entering Unmasked Estep 
Score: -8921804.000000 Penalty: 1118.020630
	Iteration 28Q: 3 clusters Score -8921804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 214745 members 
Entering Unmasked Estep 
Score: -8921811.000000 Penalty: 1118.020630
	Iteration 29Q: 3 clusters Score -8921811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 214744 members 
Entering Unmasked Estep 
Score: -8921814.000000 Penalty: 1118.020630
	Iteration 30Q: 3 clusters Score -8921814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 214740 members 
Entering Unmasked Estep 
Score: -8921818.000000 Penalty: 1118.020630
	Iteration 31Q: 3 clusters Score -8921818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 214740 members 
Entering Unmasked Estep 
Score: -8921816.000000 Penalty: 1118.020630
	Iteration 32Q: 3 clusters Score -8921816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 214740 members 
Entering Unmasked Estep 
Score: -8921811.000000 Penalty: 1118.020630
	Iteration 33Q: 3 clusters Score -8921811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 214742 members 
Entering Unmasked Estep 
Score: -8921808.000000 Penalty: 1118.020630
	Iteration 34Q: 3 clusters Score -8921808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 214740 members 
Entering Unmasked Estep 
Score: -8921803.000000 Penalty: 1118.020630
	Iteration 35Q: 3 clusters Score -8921803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 214741 members 
Entering Unmasked Estep 
Score: -8921808.000000 Penalty: 1118.020630
	Iteration 36Q: 3 clusters Score -8921808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 214739 members 
Entering Unmasked Estep 
Score: -8921807.000000 Penalty: 1118.020630
	Iteration 37Q: 3 clusters Score -8921807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 214738 members 
Entering Unmasked Estep 
Score: -8921806.000000 Penalty: 1118.020630
	Iteration 38Q: 3 clusters Score -8921806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 214737 members 
Entering Unmasked Estep 
Score: -8921808.000000 Penalty: 1118.020630
	Iteration 39Q: 3 clusters Score -8921808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 214737 members 
Entering Unmasked Estep 
Score: -8921808.000000 Penalty: 1118.020630
	Iteration 40F: 3 clusters Score -8921808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6613 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2750 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 27545 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 3475 members 
Mstep: Class 10 contains 6059 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 5128 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 1038 members 
Mstep: Class 20 contains 3212 members 
Mstep: Class 21 contains 12720 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1794 members 
Mstep: Class 31 contains 2685 members 
Mstep: Class 32 contains 1336 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284832 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 6194 members 
Mstep: Class 44 contains 11795 members 
Mstep: Class 45 contains 58414 members 
Mstep: Class 46 contains 214737 members 
Entering Unmasked Estep 
Score: -28352928.000000 Penalty: 28257.169922
Splitting cluster 13 changes total score from -28347866.000000 to -28352928.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 14 (5128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Entering Unmasked Estep 
Score: -211914.609375 Penalty: 388.682434
	Iteration 0F: 2 clusters Score -211914.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -208444.734375 Penalty: 777.364868
	Iteration 0F: 3 clusters Score -208444.7 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -209812.234375 Penalty: 777.364868
	Iteration 1F: 3 clusters Score -209812.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -210148.125000 Penalty: 777.364868
	Iteration 2F: 3 clusters Score -210148.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -210558.625000 Penalty: 777.364868
	Iteration 3F: 3 clusters Score -210558.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -210984.015625 Penalty: 777.364868
	Iteration 4F: 3 clusters Score -210984 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -211313.343750 Penalty: 777.364868
	Iteration 5F: 3 clusters Score -211313.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -211501.000000 Penalty: 777.364868
	Iteration 6Q: 3 clusters Score -211501 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -211581.312500 Penalty: 777.364868
	Iteration 7Q: 3 clusters Score -211581.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -211610.140625 Penalty: 777.364868
	Iteration 8Q: 3 clusters Score -211610.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -211618.218750 Penalty: 777.364868
	Iteration 9Q: 3 clusters Score -211618.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -211623.828125 Penalty: 777.364868
	Iteration 10Q: 3 clusters Score -211623.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -211628.750000 Penalty: 777.364868
	Iteration 11Q: 3 clusters Score -211628.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -211631.531250 Penalty: 777.364868
	Iteration 12Q: 3 clusters Score -211631.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -211634.640625 Penalty: 777.364868
	Iteration 13Q: 3 clusters Score -211634.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -211635.843750 Penalty: 777.364868
	Iteration 14Q: 3 clusters Score -211635.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -211637.125000 Penalty: 777.364868
	Iteration 15Q: 3 clusters Score -211637.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -211638.265625 Penalty: 777.364868
	Iteration 16Q: 3 clusters Score -211638.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -211638.109375 Penalty: 777.364868
	Iteration 17Q: 3 clusters Score -211638.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -211638.171875 Penalty: 777.364868
	Iteration 18Q: 3 clusters Score -211638.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -211638.468750 Penalty: 777.364868
	Iteration 19Q: 3 clusters Score -211638.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -211638.656250 Penalty: 777.364868
	Iteration 20F: 3 clusters Score -211638.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Entering Unmasked Estep 
Score: -172707.296875 Penalty: 381.112091
	Iteration 0F: 2 clusters Score -172707.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -169729.312500 Penalty: 762.224182
	Iteration 0F: 3 clusters Score -169729.3 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -170962.406250 Penalty: 762.224182
	Iteration 1F: 3 clusters Score -170962.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -171154.437500 Penalty: 762.224182
	Iteration 2F: 3 clusters Score -171154.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -171328.734375 Penalty: 762.224182
	Iteration 3F: 3 clusters Score -171328.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -171484.593750 Penalty: 762.224182
	Iteration 4F: 3 clusters Score -171484.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -171624.296875 Penalty: 762.224182
	Iteration 5F: 3 clusters Score -171624.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -171748.953125 Penalty: 762.224182
	Iteration 6F: 3 clusters Score -171749 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -171866.859375 Penalty: 762.224182
	Iteration 7Q: 3 clusters Score -171866.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -171952.171875 Penalty: 762.224182
	Iteration 8Q: 3 clusters Score -171952.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -172013.390625 Penalty: 762.224182
	Iteration 9Q: 3 clusters Score -172013.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -172058.703125 Penalty: 762.224182
	Iteration 10Q: 3 clusters Score -172058.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -172097.078125 Penalty: 762.224182
	Iteration 11Q: 3 clusters Score -172097.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -172134.843750 Penalty: 762.224182
	Iteration 12Q: 3 clusters Score -172134.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -172173.734375 Penalty: 762.224182
	Iteration 13Q: 3 clusters Score -172173.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -172210.921875 Penalty: 762.224182
	Iteration 14Q: 3 clusters Score -172210.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -172240.390625 Penalty: 762.224182
	Iteration 15Q: 3 clusters Score -172240.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -172270.171875 Penalty: 762.224182
	Iteration 16Q: 3 clusters Score -172270.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -172295.468750 Penalty: 762.224182
	Iteration 17Q: 3 clusters Score -172295.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -172322.125000 Penalty: 762.224182
	Iteration 18Q: 3 clusters Score -172322.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -172352.546875 Penalty: 762.224182
	Iteration 19Q: 3 clusters Score -172352.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -172390.390625 Penalty: 762.224182
	Iteration 20F: 3 clusters Score -172390.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -172410.968750 Penalty: 762.224182
	Iteration 21Q: 3 clusters Score -172411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -172424.703125 Penalty: 762.224182
	Iteration 22Q: 3 clusters Score -172424.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -172434.109375 Penalty: 762.224182
	Iteration 23Q: 3 clusters Score -172434.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -172442.750000 Penalty: 762.224182
	Iteration 24Q: 3 clusters Score -172442.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -172452.531250 Penalty: 762.224182
	Iteration 25Q: 3 clusters Score -172452.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -172461.484375 Penalty: 762.224182
	Iteration 26Q: 3 clusters Score -172461.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -172471.437500 Penalty: 762.224182
	Iteration 27Q: 3 clusters Score -172471.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -172477.375000 Penalty: 762.224182
	Iteration 28Q: 3 clusters Score -172477.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -172482.906250 Penalty: 762.224182
	Iteration 29Q: 3 clusters Score -172482.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -172486.953125 Penalty: 762.224182
	Iteration 30Q: 3 clusters Score -172487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -172491.453125 Penalty: 762.224182
	Iteration 31Q: 3 clusters Score -172491.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -172497.218750 Penalty: 762.224182
	Iteration 32Q: 3 clusters Score -172497.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -172503.515625 Penalty: 762.224182
	Iteration 33Q: 3 clusters Score -172503.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -172509.718750 Penalty: 762.224182
	Iteration 34Q: 3 clusters Score -172509.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -172513.015625 Penalty: 762.224182
	Iteration 35Q: 3 clusters Score -172513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -172515.203125 Penalty: 762.224182
	Iteration 36Q: 3 clusters Score -172515.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -172517.828125 Penalty: 762.224182
	Iteration 37Q: 3 clusters Score -172517.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -172521.921875 Penalty: 762.224182
	Iteration 38Q: 3 clusters Score -172521.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -172523.031250 Penalty: 762.224182
	Iteration 39Q: 3 clusters Score -172523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -172524.921875 Penalty: 762.224182
	Iteration 40F: 3 clusters Score -172524.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -172527.140625 Penalty: 762.224182
	Iteration 41Q: 3 clusters Score -172527.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -172528.375000 Penalty: 762.224182
	Iteration 42Q: 3 clusters Score -172528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -172529.843750 Penalty: 762.224182
	Iteration 43Q: 3 clusters Score -172529.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -172531.796875 Penalty: 762.224182
	Iteration 44Q: 3 clusters Score -172531.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -172532.781250 Penalty: 762.224182
	Iteration 45Q: 3 clusters Score -172532.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -172534.875000 Penalty: 762.224182
	Iteration 46Q: 3 clusters Score -172534.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -172537.906250 Penalty: 762.224182
	Iteration 47Q: 3 clusters Score -172537.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -172539.703125 Penalty: 762.224182
	Iteration 48Q: 3 clusters Score -172539.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -172541.281250 Penalty: 762.224182
	Iteration 49Q: 3 clusters Score -172541.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -172541.906250 Penalty: 762.224182
	Iteration 50Q: 3 clusters Score -172541.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -172542.859375 Penalty: 762.224182
	Iteration 51Q: 3 clusters Score -172542.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -172542.703125 Penalty: 762.224182
	Iteration 52Q: 3 clusters Score -172542.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -172543.093750 Penalty: 762.224182
	Iteration 53Q: 3 clusters Score -172543.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -172543.093750 Penalty: 762.224182
	Iteration 54F: 3 clusters Score -172543.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Entering Unmasked Estep 
Score: -63189.058594 Penalty: 341.097687
	Iteration 0F: 2 clusters Score -63189.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -61864.746094 Penalty: 682.195374
	Iteration 0F: 3 clusters Score -61864.75 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -62426.613281 Penalty: 682.195374
	Iteration 1F: 3 clusters Score -62426.61 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -62556.214844 Penalty: 682.195374
	Iteration 2F: 3 clusters Score -62556.21 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -62645.812500 Penalty: 682.195374
	Iteration 3F: 3 clusters Score -62645.81 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -62706.488281 Penalty: 682.195374
	Iteration 4Q: 3 clusters Score -62706.49 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -62743.988281 Penalty: 682.195374
	Iteration 5Q: 3 clusters Score -62743.99 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -62777.046875 Penalty: 682.195374
	Iteration 6Q: 3 clusters Score -62777.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -62795.812500 Penalty: 682.195374
	Iteration 7Q: 3 clusters Score -62795.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -62809.042969 Penalty: 682.195374
	Iteration 8Q: 3 clusters Score -62809.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -62827.914062 Penalty: 682.195374
	Iteration 9Q: 3 clusters Score -62827.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -62844.402344 Penalty: 682.195374
	Iteration 10Q: 3 clusters Score -62844.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -62856.714844 Penalty: 682.195374
	Iteration 11Q: 3 clusters Score -62856.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -62866.527344 Penalty: 682.195374
	Iteration 12Q: 3 clusters Score -62866.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -62871.894531 Penalty: 682.195374
	Iteration 13Q: 3 clusters Score -62871.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -62879.386719 Penalty: 682.195374
	Iteration 14Q: 3 clusters Score -62879.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -62892.226562 Penalty: 682.195374
	Iteration 15Q: 3 clusters Score -62892.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -62903.718750 Penalty: 682.195374
	Iteration 16Q: 3 clusters Score -62903.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -62916.390625 Penalty: 682.195374
	Iteration 17Q: 3 clusters Score -62916.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -62929.453125 Penalty: 682.195374
	Iteration 18Q: 3 clusters Score -62929.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -62940.996094 Penalty: 682.195374
	Iteration 19Q: 3 clusters Score -62941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -62948.179688 Penalty: 682.195374
	Iteration 20F: 3 clusters Score -62948.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -62952.164062 Penalty: 682.195374
	Iteration 21Q: 3 clusters Score -62952.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -62954.808594 Penalty: 682.195374
	Iteration 22Q: 3 clusters Score -62954.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -62957.304688 Penalty: 682.195374
	Iteration 23Q: 3 clusters Score -62957.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -62961.042969 Penalty: 682.195374
	Iteration 24Q: 3 clusters Score -62961.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -62963.097656 Penalty: 682.195374
	Iteration 25Q: 3 clusters Score -62963.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -62963.597656 Penalty: 682.195374
	Iteration 26Q: 3 clusters Score -62963.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -62964.328125 Penalty: 682.195374
	Iteration 27Q: 3 clusters Score -62964.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -62964.769531 Penalty: 682.195374
	Iteration 28Q: 3 clusters Score -62964.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -62964.769531 Penalty: 682.195374
	Iteration 29F: 3 clusters Score -62964.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Entering Unmasked Estep 
Score: -35610.375000 Penalty: 315.114594
	Iteration 0F: 2 clusters Score -35610.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -34815.085938 Penalty: 630.229187
	Iteration 0F: 3 clusters Score -34815.09 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -35098.531250 Penalty: 630.229187
	Iteration 1F: 3 clusters Score -35098.53 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -35163.640625 Penalty: 630.229187
	Iteration 2F: 3 clusters Score -35163.64 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -35217.281250 Penalty: 630.229187
	Iteration 3F: 3 clusters Score -35217.28 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -35272.578125 Penalty: 630.229187
	Iteration 4F: 3 clusters Score -35272.58 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -35343.226562 Penalty: 630.229187
	Iteration 5F: 3 clusters Score -35343.23 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -35407.546875 Penalty: 630.229187
	Iteration 6F: 3 clusters Score -35407.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -35443.066406 Penalty: 630.229187
	Iteration 7Q: 3 clusters Score -35443.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -35467.707031 Penalty: 630.229187
	Iteration 8Q: 3 clusters Score -35467.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -35480.636719 Penalty: 630.229187
	Iteration 9Q: 3 clusters Score -35480.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -35491.742188 Penalty: 630.229187
	Iteration 10Q: 3 clusters Score -35491.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -35496.332031 Penalty: 630.229187
	Iteration 11Q: 3 clusters Score -35496.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -35499.644531 Penalty: 630.229187
	Iteration 12Q: 3 clusters Score -35499.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -35501.003906 Penalty: 630.229187
	Iteration 13Q: 3 clusters Score -35501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -35504.296875 Penalty: 630.229187
	Iteration 14Q: 3 clusters Score -35504.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -35505.804688 Penalty: 630.229187
	Iteration 15Q: 3 clusters Score -35505.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -35507.613281 Penalty: 630.229187
	Iteration 16Q: 3 clusters Score -35507.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -35508.195312 Penalty: 630.229187
	Iteration 17Q: 3 clusters Score -35508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -35508.953125 Penalty: 630.229187
	Iteration 18Q: 3 clusters Score -35508.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -35509.359375 Penalty: 630.229187
	Iteration 19Q: 3 clusters Score -35509.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -35509.359375 Penalty: 630.229187
	Iteration 20F: 3 clusters Score -35509.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Entering Unmasked Estep 
Score: -43695.066406 Penalty: 322.141205
	Iteration 0F: 2 clusters Score -43695.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -42809.503906 Penalty: 644.282410
	Iteration 0F: 3 clusters Score -42809.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -43219.757812 Penalty: 644.282410
	Iteration 1F: 3 clusters Score -43219.76 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -43378.605469 Penalty: 644.282410
	Iteration 2F: 3 clusters Score -43378.61 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -43537.214844 Penalty: 644.282410
	Iteration 3F: 3 clusters Score -43537.21 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -43645.410156 Penalty: 644.282410
	Iteration 4F: 3 clusters Score -43645.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -43688.925781 Penalty: 644.282410
	Iteration 5Q: 3 clusters Score -43688.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -43709.175781 Penalty: 644.282410
	Iteration 6Q: 3 clusters Score -43709.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -43716.167969 Penalty: 644.282410
	Iteration 7Q: 3 clusters Score -43716.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -43721.121094 Penalty: 644.282410
	Iteration 8Q: 3 clusters Score -43721.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -43723.636719 Penalty: 644.282410
	Iteration 9Q: 3 clusters Score -43723.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -43726.261719 Penalty: 644.282410
	Iteration 10Q: 3 clusters Score -43726.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -43730.601562 Penalty: 644.282410
	Iteration 11Q: 3 clusters Score -43730.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -43735.453125 Penalty: 644.282410
	Iteration 12Q: 3 clusters Score -43735.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -43738.316406 Penalty: 644.282410
	Iteration 13Q: 3 clusters Score -43738.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -43742.867188 Penalty: 644.282410
	Iteration 14Q: 3 clusters Score -43742.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -43752.000000 Penalty: 644.282410
	Iteration 15Q: 3 clusters Score -43752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -43754.125000 Penalty: 644.282410
	Iteration 16Q: 3 clusters Score -43754.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -43755.265625 Penalty: 644.282410
	Iteration 17Q: 3 clusters Score -43755.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -43757.144531 Penalty: 644.282410
	Iteration 18Q: 3 clusters Score -43757.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -43759.375000 Penalty: 644.282410
	Iteration 19Q: 3 clusters Score -43759.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -43760.574219 Penalty: 644.282410
	Iteration 20F: 3 clusters Score -43760.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6613 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2750 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 27545 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 3475 members 
Mstep: Class 10 contains 6059 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 5128 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 443 members 
Mstep: Class 19 contains 1038 members 
Mstep: Class 20 contains 3212 members 
Mstep: Class 21 contains 12720 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1794 members 
Mstep: Class 31 contains 2685 members 
Mstep: Class 32 contains 1336 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284832 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 6194 members 
Mstep: Class 44 contains 11795 members 
Mstep: Class 45 contains 58414 members 
Mstep: Class 46 contains 214737 members 
Mstep: Class 47 contains 745 members 
Entering Unmasked Estep 
Score: -28352704.000000 Penalty: 28871.457031
Splitting cluster 18 changes total score from -28347866.000000 to -28352704.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 19 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -37859.332031 Penalty: 315.999817
	Iteration 0F: 2 clusters Score -37859.33 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 553 members 
Entering Unmasked Estep 
Score: -37021.953125 Penalty: 631.999634
	Iteration 0F: 3 clusters Score -37021.95 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -37260.375000 Penalty: 631.999634
	Iteration 1F: 3 clusters Score -37260.38 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -37315.742188 Penalty: 631.999634
	Iteration 2F: 3 clusters Score -37315.74 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -37365.476562 Penalty: 631.999634
	Iteration 3F: 3 clusters Score -37365.48 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -37420.367188 Penalty: 631.999634
	Iteration 4F: 3 clusters Score -37420.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -37455.046875 Penalty: 631.999634
	Iteration 5Q: 3 clusters Score -37455.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -37476.265625 Penalty: 631.999634
	Iteration 6Q: 3 clusters Score -37476.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -37490.960938 Penalty: 631.999634
	Iteration 7Q: 3 clusters Score -37490.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -37500.640625 Penalty: 631.999634
	Iteration 8Q: 3 clusters Score -37500.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -37509.058594 Penalty: 631.999634
	Iteration 9Q: 3 clusters Score -37509.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -37518.300781 Penalty: 631.999634
	Iteration 10Q: 3 clusters Score -37518.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -37525.906250 Penalty: 631.999634
	Iteration 11Q: 3 clusters Score -37525.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -37529.875000 Penalty: 631.999634
	Iteration 12Q: 3 clusters Score -37529.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -37533.855469 Penalty: 631.999634
	Iteration 13Q: 3 clusters Score -37533.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -37535.984375 Penalty: 631.999634
	Iteration 14Q: 3 clusters Score -37535.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -37539.742188 Penalty: 631.999634
	Iteration 15Q: 3 clusters Score -37539.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -37545.281250 Penalty: 631.999634
	Iteration 16Q: 3 clusters Score -37545.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -37555.128906 Penalty: 631.999634
	Iteration 17Q: 3 clusters Score -37555.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -37566.644531 Penalty: 631.999634
	Iteration 18Q: 3 clusters Score -37566.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -37580.753906 Penalty: 631.999634
	Iteration 19Q: 3 clusters Score -37580.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -37594.800781 Penalty: 631.999634
	Iteration 20F: 3 clusters Score -37594.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -37605.093750 Penalty: 631.999634
	Iteration 21Q: 3 clusters Score -37605.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -37615.855469 Penalty: 631.999634
	Iteration 22Q: 3 clusters Score -37615.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -37621.089844 Penalty: 631.999634
	Iteration 23Q: 3 clusters Score -37621.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -37623.937500 Penalty: 631.999634
	Iteration 24Q: 3 clusters Score -37623.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -37627.945312 Penalty: 631.999634
	Iteration 25Q: 3 clusters Score -37627.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -37629.203125 Penalty: 631.999634
	Iteration 26Q: 3 clusters Score -37629.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -37632.503906 Penalty: 631.999634
	Iteration 27Q: 3 clusters Score -37632.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -37633.417969 Penalty: 631.999634
	Iteration 28Q: 3 clusters Score -37633.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -37634.648438 Penalty: 631.999634
	Iteration 29Q: 3 clusters Score -37634.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -37635.242188 Penalty: 631.999634
	Iteration 30Q: 3 clusters Score -37635.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -37635.242188 Penalty: 631.999634
	Iteration 31F: 3 clusters Score -37635.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Entering Unmasked Estep 
Score: -133791.015625 Penalty: 367.396515
	Iteration 0F: 2 clusters Score -133791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -131574.468750 Penalty: 734.793030
	Iteration 0F: 3 clusters Score -131574.5 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -132403.921875 Penalty: 734.793030
	Iteration 1F: 3 clusters Score -132403.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -132539.843750 Penalty: 734.793030
	Iteration 2F: 3 clusters Score -132539.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -132665.812500 Penalty: 734.793030
	Iteration 3F: 3 clusters Score -132665.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -132777.484375 Penalty: 734.793030
	Iteration 4F: 3 clusters Score -132777.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -132894.218750 Penalty: 734.793030
	Iteration 5F: 3 clusters Score -132894.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -133003.468750 Penalty: 734.793030
	Iteration 6Q: 3 clusters Score -133003.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -133073.953125 Penalty: 734.793030
	Iteration 7Q: 3 clusters Score -133074 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -133098.671875 Penalty: 734.793030
	Iteration 8Q: 3 clusters Score -133098.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -133112.843750 Penalty: 734.793030
	Iteration 9Q: 3 clusters Score -133112.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -133120.703125 Penalty: 734.793030
	Iteration 10Q: 3 clusters Score -133120.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -133128.765625 Penalty: 734.793030
	Iteration 11Q: 3 clusters Score -133128.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -133137.328125 Penalty: 734.793030
	Iteration 12Q: 3 clusters Score -133137.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -133146.609375 Penalty: 734.793030
	Iteration 13Q: 3 clusters Score -133146.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -133156.468750 Penalty: 734.793030
	Iteration 14Q: 3 clusters Score -133156.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -133164.187500 Penalty: 734.793030
	Iteration 15Q: 3 clusters Score -133164.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -133169.562500 Penalty: 734.793030
	Iteration 16Q: 3 clusters Score -133169.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -133176.531250 Penalty: 734.793030
	Iteration 17Q: 3 clusters Score -133176.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -133181.546875 Penalty: 734.793030
	Iteration 18Q: 3 clusters Score -133181.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -133187.453125 Penalty: 734.793030
	Iteration 19Q: 3 clusters Score -133187.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -133192.484375 Penalty: 734.793030
	Iteration 20F: 3 clusters Score -133192.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -133199.843750 Penalty: 734.793030
	Iteration 21Q: 3 clusters Score -133199.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -133206.937500 Penalty: 734.793030
	Iteration 22Q: 3 clusters Score -133206.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -133214.765625 Penalty: 734.793030
	Iteration 23Q: 3 clusters Score -133214.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -133220.031250 Penalty: 734.793030
	Iteration 24Q: 3 clusters Score -133220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -133228.000000 Penalty: 734.793030
	Iteration 25Q: 3 clusters Score -133228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -133243.390625 Penalty: 734.793030
	Iteration 26Q: 3 clusters Score -133243.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -133262.734375 Penalty: 734.793030
	Iteration 27Q: 3 clusters Score -133262.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -133282.890625 Penalty: 734.793030
	Iteration 28Q: 3 clusters Score -133282.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -133296.078125 Penalty: 734.793030
	Iteration 29Q: 3 clusters Score -133296.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -133302.484375 Penalty: 734.793030
	Iteration 30Q: 3 clusters Score -133302.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -133307.656250 Penalty: 734.793030
	Iteration 31Q: 3 clusters Score -133307.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -133310.859375 Penalty: 734.793030
	Iteration 32Q: 3 clusters Score -133310.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -133318.953125 Penalty: 734.793030
	Iteration 33Q: 3 clusters Score -133319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -133325.281250 Penalty: 734.793030
	Iteration 34Q: 3 clusters Score -133325.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -133339.031250 Penalty: 734.793030
	Iteration 35Q: 3 clusters Score -133339 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -133356.046875 Penalty: 734.793030
	Iteration 36Q: 3 clusters Score -133356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -133371.156250 Penalty: 734.793030
	Iteration 37Q: 3 clusters Score -133371.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -133381.875000 Penalty: 734.793030
	Iteration 38Q: 3 clusters Score -133381.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -133391.203125 Penalty: 734.793030
	Iteration 39Q: 3 clusters Score -133391.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -133398.203125 Penalty: 734.793030
	Iteration 40F: 3 clusters Score -133398.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -133409.140625 Penalty: 734.793030
	Iteration 41Q: 3 clusters Score -133409.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -133420.656250 Penalty: 734.793030
	Iteration 42Q: 3 clusters Score -133420.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -133429.437500 Penalty: 734.793030
	Iteration 43Q: 3 clusters Score -133429.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -133437.203125 Penalty: 734.793030
	Iteration 44Q: 3 clusters Score -133437.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -133443.062500 Penalty: 734.793030
	Iteration 45Q: 3 clusters Score -133443.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -133444.515625 Penalty: 734.793030
	Iteration 46Q: 3 clusters Score -133444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -133445.062500 Penalty: 734.793030
	Iteration 47Q: 3 clusters Score -133445.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -133445.609375 Penalty: 734.793030
	Iteration 48Q: 3 clusters Score -133445.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -133446.953125 Penalty: 734.793030
	Iteration 49Q: 3 clusters Score -133447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -133447.484375 Penalty: 734.793030
	Iteration 50Q: 3 clusters Score -133447.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -133447.671875 Penalty: 734.793030
	Iteration 51Q: 3 clusters Score -133447.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -133448.109375 Penalty: 734.793030
	Iteration 52Q: 3 clusters Score -133448.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -133448.312500 Penalty: 734.793030
	Iteration 53Q: 3 clusters Score -133448.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -133448.312500 Penalty: 734.793030
	Iteration 54F: 3 clusters Score -133448.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Entering Unmasked Estep 
Score: -495495.218750 Penalty: 430.017334
	Iteration 0F: 2 clusters Score -495495.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -486971.187500 Penalty: 860.034668
	Iteration 0F: 3 clusters Score -486971.2 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -490662.562500 Penalty: 860.034668
	Iteration 1F: 3 clusters Score -490662.6 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -491169.718750 Penalty: 860.034668
	Iteration 2F: 3 clusters Score -491169.7 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -491642.156250 Penalty: 860.034668
	Iteration 3F: 3 clusters Score -491642.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -492098.125000 Penalty: 860.034668
	Iteration 4F: 3 clusters Score -492098.1 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -492526.312500 Penalty: 860.034668
	Iteration 5F: 3 clusters Score -492526.3 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -492911.187500 Penalty: 860.034668
	Iteration 6F: 3 clusters Score -492911.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -493211.687500 Penalty: 860.034668
	Iteration 7Q: 3 clusters Score -493211.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -493427.500000 Penalty: 860.034668
	Iteration 8Q: 3 clusters Score -493427.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -493576.500000 Penalty: 860.034668
	Iteration 9Q: 3 clusters Score -493576.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -493691.375000 Penalty: 860.034668
	Iteration 10Q: 3 clusters Score -493691.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -493770.062500 Penalty: 860.034668
	Iteration 11Q: 3 clusters Score -493770.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -493831.500000 Penalty: 860.034668
	Iteration 12Q: 3 clusters Score -493831.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -493866.093750 Penalty: 860.034668
	Iteration 13Q: 3 clusters Score -493866.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -493893.875000 Penalty: 860.034668
	Iteration 14Q: 3 clusters Score -493893.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -493921.843750 Penalty: 860.034668
	Iteration 15Q: 3 clusters Score -493921.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -493946.625000 Penalty: 860.034668
	Iteration 16Q: 3 clusters Score -493946.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -493972.937500 Penalty: 860.034668
	Iteration 17Q: 3 clusters Score -493972.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -494000.468750 Penalty: 860.034668
	Iteration 18Q: 3 clusters Score -494000.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -494034.812500 Penalty: 860.034668
	Iteration 19Q: 3 clusters Score -494034.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -494071.937500 Penalty: 860.034668
	Iteration 20F: 3 clusters Score -494071.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -494119.468750 Penalty: 860.034668
	Iteration 21Q: 3 clusters Score -494119.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -494173.781250 Penalty: 860.034668
	Iteration 22Q: 3 clusters Score -494173.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -494228.062500 Penalty: 860.034668
	Iteration 23Q: 3 clusters Score -494228.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -494276.750000 Penalty: 860.034668
	Iteration 24Q: 3 clusters Score -494276.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -494314.125000 Penalty: 860.034668
	Iteration 25Q: 3 clusters Score -494314.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -494353.812500 Penalty: 860.034668
	Iteration 26Q: 3 clusters Score -494353.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -494395.187500 Penalty: 860.034668
	Iteration 27Q: 3 clusters Score -494395.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -494431.406250 Penalty: 860.034668
	Iteration 28Q: 3 clusters Score -494431.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -494460.343750 Penalty: 860.034668
	Iteration 29Q: 3 clusters Score -494460.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -494482.875000 Penalty: 860.034668
	Iteration 30Q: 3 clusters Score -494482.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -494499.750000 Penalty: 860.034668
	Iteration 31Q: 3 clusters Score -494499.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -494511.218750 Penalty: 860.034668
	Iteration 32Q: 3 clusters Score -494511.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -494519.093750 Penalty: 860.034668
	Iteration 33Q: 3 clusters Score -494519.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -494526.187500 Penalty: 860.034668
	Iteration 34Q: 3 clusters Score -494526.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -494534.156250 Penalty: 860.034668
	Iteration 35Q: 3 clusters Score -494534.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -494540.843750 Penalty: 860.034668
	Iteration 36Q: 3 clusters Score -494540.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -494547.875000 Penalty: 860.034668
	Iteration 37Q: 3 clusters Score -494547.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -494551.531250 Penalty: 860.034668
	Iteration 38Q: 3 clusters Score -494551.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -494554.906250 Penalty: 860.034668
	Iteration 39Q: 3 clusters Score -494554.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -494557.062500 Penalty: 860.034668
	Iteration 40F: 3 clusters Score -494557.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -494559.843750 Penalty: 860.034668
	Iteration 41Q: 3 clusters Score -494559.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -494562.125000 Penalty: 860.034668
	Iteration 42Q: 3 clusters Score -494562.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -494563.093750 Penalty: 860.034668
	Iteration 43Q: 3 clusters Score -494563.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -494564.531250 Penalty: 860.034668
	Iteration 44Q: 3 clusters Score -494564.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -494568.500000 Penalty: 860.034668
	Iteration 45Q: 3 clusters Score -494568.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -494569.125000 Penalty: 860.034668
	Iteration 46Q: 3 clusters Score -494569.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -494573.250000 Penalty: 860.034668
	Iteration 47Q: 3 clusters Score -494573.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -494578.000000 Penalty: 860.034668
	Iteration 48Q: 3 clusters Score -494578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -494580.500000 Penalty: 860.034668
	Iteration 49Q: 3 clusters Score -494580.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -494581.562500 Penalty: 860.034668
	Iteration 50Q: 3 clusters Score -494581.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -494583.125000 Penalty: 860.034668
	Iteration 51Q: 3 clusters Score -494583.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -494585.156250 Penalty: 860.034668
	Iteration 52Q: 3 clusters Score -494585.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -494587.125000 Penalty: 860.034668
	Iteration 53Q: 3 clusters Score -494587.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -494588.187500 Penalty: 860.034668
	Iteration 54Q: 3 clusters Score -494588.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -494589.312500 Penalty: 860.034668
	Iteration 55Q: 3 clusters Score -494589.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -494588.093750 Penalty: 860.034668
	Iteration 56Q: 3 clusters Score -494588.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -494589.593750 Penalty: 860.034668
	Iteration 57Q: 3 clusters Score -494589.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -494591.093750 Penalty: 860.034668
	Iteration 58Q: 3 clusters Score -494591.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -494593.125000 Penalty: 860.034668
	Iteration 59Q: 3 clusters Score -494593.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -494594.687500 Penalty: 860.034668
	Iteration 60F: 3 clusters Score -494594.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -494596.562500 Penalty: 860.034668
	Iteration 61Q: 3 clusters Score -494596.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -494598.593750 Penalty: 860.034668
	Iteration 62Q: 3 clusters Score -494598.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -494603.031250 Penalty: 860.034668
	Iteration 63Q: 3 clusters Score -494603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -494604.687500 Penalty: 860.034668
	Iteration 64Q: 3 clusters Score -494604.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -494606.687500 Penalty: 860.034668
	Iteration 65Q: 3 clusters Score -494606.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -494608.656250 Penalty: 860.034668
	Iteration 66Q: 3 clusters Score -494608.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -494612.093750 Penalty: 860.034668
	Iteration 67Q: 3 clusters Score -494612.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -494617.750000 Penalty: 860.034668
	Iteration 68Q: 3 clusters Score -494617.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -494623.531250 Penalty: 860.034668
	Iteration 69Q: 3 clusters Score -494623.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -494632.312500 Penalty: 860.034668
	Iteration 70Q: 3 clusters Score -494632.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -494641.718750 Penalty: 860.034668
	Iteration 71Q: 3 clusters Score -494641.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -494646.843750 Penalty: 860.034668
	Iteration 72Q: 3 clusters Score -494646.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -494651.718750 Penalty: 860.034668
	Iteration 73Q: 3 clusters Score -494651.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -494657.281250 Penalty: 860.034668
	Iteration 74Q: 3 clusters Score -494657.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -494659.781250 Penalty: 860.034668
	Iteration 75Q: 3 clusters Score -494659.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -494665.500000 Penalty: 860.034668
	Iteration 76Q: 3 clusters Score -494665.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -494671.562500 Penalty: 860.034668
	Iteration 77Q: 3 clusters Score -494671.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -494680.281250 Penalty: 860.034668
	Iteration 78Q: 3 clusters Score -494680.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -494694.875000 Penalty: 860.034668
	Iteration 79Q: 3 clusters Score -494694.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -494710.812500 Penalty: 860.034668
	Iteration 80F: 3 clusters Score -494710.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -494731.062500 Penalty: 860.034668
	Iteration 81Q: 3 clusters Score -494731.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -494749.625000 Penalty: 860.034668
	Iteration 82Q: 3 clusters Score -494749.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -494771.593750 Penalty: 860.034668
	Iteration 83Q: 3 clusters Score -494771.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -494792.406250 Penalty: 860.034668
	Iteration 84Q: 3 clusters Score -494792.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -494812.406250 Penalty: 860.034668
	Iteration 85Q: 3 clusters Score -494812.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -494835.812500 Penalty: 860.034668
	Iteration 86Q: 3 clusters Score -494835.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -494858.062500 Penalty: 860.034668
	Iteration 87Q: 3 clusters Score -494858.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -494879.468750 Penalty: 860.034668
	Iteration 88Q: 3 clusters Score -494879.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -494898.562500 Penalty: 860.034668
	Iteration 89Q: 3 clusters Score -494898.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -494921.625000 Penalty: 860.034668
	Iteration 90Q: 3 clusters Score -494921.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -494948.437500 Penalty: 860.034668
	Iteration 91Q: 3 clusters Score -494948.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -494967.062500 Penalty: 860.034668
	Iteration 92Q: 3 clusters Score -494967.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -494985.156250 Penalty: 860.034668
	Iteration 93Q: 3 clusters Score -494985.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -495004.343750 Penalty: 860.034668
	Iteration 94Q: 3 clusters Score -495004.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -495017.687500 Penalty: 860.034668
	Iteration 95Q: 3 clusters Score -495017.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -495034.062500 Penalty: 860.034668
	Iteration 96Q: 3 clusters Score -495034.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -495049.718750 Penalty: 860.034668
	Iteration 97Q: 3 clusters Score -495049.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -495064.875000 Penalty: 860.034668
	Iteration 98Q: 3 clusters Score -495064.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -495080.468750 Penalty: 860.034668
	Iteration 99Q: 3 clusters Score -495080.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -495093.468750 Penalty: 860.034668
	Iteration 100F: 3 clusters Score -495093.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -495101.687500 Penalty: 860.034668
	Iteration 101Q: 3 clusters Score -495101.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -495110.718750 Penalty: 860.034668
	Iteration 102Q: 3 clusters Score -495110.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -495122.625000 Penalty: 860.034668
	Iteration 103Q: 3 clusters Score -495122.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -495132.968750 Penalty: 860.034668
	Iteration 104Q: 3 clusters Score -495133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -495142.125000 Penalty: 860.034668
	Iteration 105Q: 3 clusters Score -495142.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -495149.781250 Penalty: 860.034668
	Iteration 106Q: 3 clusters Score -495149.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -495155.781250 Penalty: 860.034668
	Iteration 107Q: 3 clusters Score -495155.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -495159.843750 Penalty: 860.034668
	Iteration 108Q: 3 clusters Score -495159.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -495164.812500 Penalty: 860.034668
	Iteration 109Q: 3 clusters Score -495164.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -495171.593750 Penalty: 860.034668
	Iteration 110Q: 3 clusters Score -495171.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -495179.375000 Penalty: 860.034668
	Iteration 111Q: 3 clusters Score -495179.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -495185.062500 Penalty: 860.034668
	Iteration 112Q: 3 clusters Score -495185.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -495189.750000 Penalty: 860.034668
	Iteration 113Q: 3 clusters Score -495189.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -495193.437500 Penalty: 860.034668
	Iteration 114Q: 3 clusters Score -495193.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -495194.718750 Penalty: 860.034668
	Iteration 115Q: 3 clusters Score -495194.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -495194.812500 Penalty: 860.034668
	Iteration 116Q: 3 clusters Score -495194.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -495194.937500 Penalty: 860.034668
	Iteration 117Q: 3 clusters Score -495194.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -495194.937500 Penalty: 860.034668
	Iteration 118F: 3 clusters Score -495194.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -10162.083984 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -10162.08 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 149 members 
Entering Unmasked Estep 
Score: -9802.567383 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -9802.567 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9883.585938 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -9883.586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -9906.272461 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -9906.272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9932.511719 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -9932.512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9956.678711 Penalty: 517.822693
	Iteration 4F: 3 clusters Score -9956.679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9994.110352 Penalty: 517.822693
	Iteration 5F: 3 clusters Score -9994.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10005.997070 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -10006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -10011.352539 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -10011.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10013.342773 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -10013.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10015.366211 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -10015.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10015.366211 Penalty: 517.822693
	Iteration 10F: 3 clusters Score -10015.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -9236.534180 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -9236.534 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 133 members 
Entering Unmasked Estep 
Score: -8914.693359 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -8914.693 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8986.394531 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -8986.395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9005.580078 Penalty: 505.319305
	Iteration 2F: 3 clusters Score -9005.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9010.156250 Penalty: 505.319305
	Iteration 3Q: 3 clusters Score -9010.156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9013.516602 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -9013.517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9017.548828 Penalty: 505.319305
	Iteration 5Q: 3 clusters Score -9017.549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9022.570312 Penalty: 505.319305
	Iteration 6Q: 3 clusters Score -9022.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9024.099609 Penalty: 505.319305
	Iteration 7Q: 3 clusters Score -9024.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9024.099609 Penalty: 505.319305
	Iteration 8F: 3 clusters Score -9024.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Entering Unmasked Estep 
Score: -56039.175781 Penalty: 334.536072
	Iteration 0F: 2 clusters Score -56039.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -54879.910156 Penalty: 669.072144
	Iteration 0F: 3 clusters Score -54879.91 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -55323.042969 Penalty: 669.072144
	Iteration 1F: 3 clusters Score -55323.04 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -55451.019531 Penalty: 669.072144
	Iteration 2F: 3 clusters Score -55451.02 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -55547.320312 Penalty: 669.072144
	Iteration 3F: 3 clusters Score -55547.32 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -55622.570312 Penalty: 669.072144
	Iteration 4F: 3 clusters Score -55622.57 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -55686.410156 Penalty: 669.072144
	Iteration 5F: 3 clusters Score -55686.41 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -55726.953125 Penalty: 669.072144
	Iteration 6Q: 3 clusters Score -55726.95 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -55756.074219 Penalty: 669.072144
	Iteration 7Q: 3 clusters Score -55756.07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -55792.281250 Penalty: 669.072144
	Iteration 8Q: 3 clusters Score -55792.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -55814.480469 Penalty: 669.072144
	Iteration 9Q: 3 clusters Score -55814.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -55834.656250 Penalty: 669.072144
	Iteration 10Q: 3 clusters Score -55834.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -55848.023438 Penalty: 669.072144
	Iteration 11Q: 3 clusters Score -55848.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -55856.488281 Penalty: 669.072144
	Iteration 12Q: 3 clusters Score -55856.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -55860.824219 Penalty: 669.072144
	Iteration 13Q: 3 clusters Score -55860.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -55864.539062 Penalty: 669.072144
	Iteration 14Q: 3 clusters Score -55864.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -55869.351562 Penalty: 669.072144
	Iteration 15Q: 3 clusters Score -55869.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -55874.710938 Penalty: 669.072144
	Iteration 16Q: 3 clusters Score -55874.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -55877.113281 Penalty: 669.072144
	Iteration 17Q: 3 clusters Score -55877.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -55878.718750 Penalty: 669.072144
	Iteration 18Q: 3 clusters Score -55878.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -55879.574219 Penalty: 669.072144
	Iteration 19Q: 3 clusters Score -55879.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -55881.390625 Penalty: 669.072144
	Iteration 20F: 3 clusters Score -55881.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -55882.082031 Penalty: 669.072144
	Iteration 21Q: 3 clusters Score -55882.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -55883.046875 Penalty: 669.072144
	Iteration 22Q: 3 clusters Score -55883.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -55883.453125 Penalty: 669.072144
	Iteration 23Q: 3 clusters Score -55883.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -55883.835938 Penalty: 669.072144
	Iteration 24Q: 3 clusters Score -55883.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -55884.203125 Penalty: 669.072144
	Iteration 25Q: 3 clusters Score -55884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -55884.218750 Penalty: 669.072144
	Iteration 26Q: 3 clusters Score -55884.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -55884.218750 Penalty: 669.072144
	Iteration 27F: 3 clusters Score -55884.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -22007.304688 Penalty: 295.327911
	Iteration 0F: 2 clusters Score -22007.3 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 324 members 
Entering Unmasked Estep 
Score: -21401.068359 Penalty: 590.655823
	Iteration 0F: 3 clusters Score -21401.07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -21578.574219 Penalty: 590.655823
	Iteration 1F: 3 clusters Score -21578.57 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -21663.474609 Penalty: 590.655823
	Iteration 2F: 3 clusters Score -21663.47 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21736.132812 Penalty: 590.655823
	Iteration 3F: 3 clusters Score -21736.13 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21792.787109 Penalty: 590.655823
	Iteration 4F: 3 clusters Score -21792.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21816.404297 Penalty: 590.655823
	Iteration 5Q: 3 clusters Score -21816.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21841.576172 Penalty: 590.655823
	Iteration 6Q: 3 clusters Score -21841.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21860.068359 Penalty: 590.655823
	Iteration 7Q: 3 clusters Score -21860.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21873.597656 Penalty: 590.655823
	Iteration 8Q: 3 clusters Score -21873.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21884.548828 Penalty: 590.655823
	Iteration 9Q: 3 clusters Score -21884.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21889.433594 Penalty: 590.655823
	Iteration 10Q: 3 clusters Score -21889.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21896.236328 Penalty: 590.655823
	Iteration 11Q: 3 clusters Score -21896.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21898.841797 Penalty: 590.655823
	Iteration 12Q: 3 clusters Score -21898.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21899.369141 Penalty: 590.655823
	Iteration 13Q: 3 clusters Score -21899.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21899.369141 Penalty: 590.655823
	Iteration 14F: 3 clusters Score -21899.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -63926.183594 Penalty: 336.977692
	Iteration 0F: 2 clusters Score -63926.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -62720.636719 Penalty: 673.955383
	Iteration 0F: 3 clusters Score -62720.64 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -63069.152344 Penalty: 673.955383
	Iteration 1F: 3 clusters Score -63069.15 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -63113.566406 Penalty: 673.955383
	Iteration 2F: 3 clusters Score -63113.57 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -63149.500000 Penalty: 673.955383
	Iteration 3Q: 3 clusters Score -63149.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -63203.238281 Penalty: 673.955383
	Iteration 4Q: 3 clusters Score -63203.24 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -63284.546875 Penalty: 673.955383
	Iteration 5Q: 3 clusters Score -63284.55 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -63380.882812 Penalty: 673.955383
	Iteration 6F: 3 clusters Score -63380.88 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -63459.476562 Penalty: 673.955383
	Iteration 7F: 3 clusters Score -63459.48 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -63509.242188 Penalty: 673.955383
	Iteration 8Q: 3 clusters Score -63509.24 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -63554.003906 Penalty: 673.955383
	Iteration 9Q: 3 clusters Score -63554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -63590.882812 Penalty: 673.955383
	Iteration 10Q: 3 clusters Score -63590.88 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -63630.464844 Penalty: 673.955383
	Iteration 11Q: 3 clusters Score -63630.46 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -63667.843750 Penalty: 673.955383
	Iteration 12Q: 3 clusters Score -63667.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -63689.687500 Penalty: 673.955383
	Iteration 13Q: 3 clusters Score -63689.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -63704.648438 Penalty: 673.955383
	Iteration 14Q: 3 clusters Score -63704.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -63714.531250 Penalty: 673.955383
	Iteration 15Q: 3 clusters Score -63714.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -63718.605469 Penalty: 673.955383
	Iteration 16Q: 3 clusters Score -63718.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -63720.781250 Penalty: 673.955383
	Iteration 17Q: 3 clusters Score -63720.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -63724.261719 Penalty: 673.955383
	Iteration 18Q: 3 clusters Score -63724.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -63726.769531 Penalty: 673.955383
	Iteration 19Q: 3 clusters Score -63726.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -63730.812500 Penalty: 673.955383
	Iteration 20F: 3 clusters Score -63730.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -63735.765625 Penalty: 673.955383
	Iteration 21Q: 3 clusters Score -63735.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -63744.812500 Penalty: 673.955383
	Iteration 22Q: 3 clusters Score -63744.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -63751.726562 Penalty: 673.955383
	Iteration 23Q: 3 clusters Score -63751.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -63754.164062 Penalty: 673.955383
	Iteration 24Q: 3 clusters Score -63754.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -63755.648438 Penalty: 673.955383
	Iteration 25Q: 3 clusters Score -63755.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -63757.996094 Penalty: 673.955383
	Iteration 26Q: 3 clusters Score -63758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -63761.031250 Penalty: 673.955383
	Iteration 27Q: 3 clusters Score -63761.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -63764.753906 Penalty: 673.955383
	Iteration 28Q: 3 clusters Score -63764.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -63770.339844 Penalty: 673.955383
	Iteration 29Q: 3 clusters Score -63770.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -63776.082031 Penalty: 673.955383
	Iteration 30Q: 3 clusters Score -63776.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -63781.242188 Penalty: 673.955383
	Iteration 31Q: 3 clusters Score -63781.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -63787.019531 Penalty: 673.955383
	Iteration 32Q: 3 clusters Score -63787.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -63792.730469 Penalty: 673.955383
	Iteration 33Q: 3 clusters Score -63792.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -63796.695312 Penalty: 673.955383
	Iteration 34Q: 3 clusters Score -63796.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -63799.203125 Penalty: 673.955383
	Iteration 35Q: 3 clusters Score -63799.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -63801.488281 Penalty: 673.955383
	Iteration 36Q: 3 clusters Score -63801.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -63804.804688 Penalty: 673.955383
	Iteration 37Q: 3 clusters Score -63804.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -63808.683594 Penalty: 673.955383
	Iteration 38Q: 3 clusters Score -63808.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -63811.632812 Penalty: 673.955383
	Iteration 39Q: 3 clusters Score -63811.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -63814.703125 Penalty: 673.955383
	Iteration 40F: 3 clusters Score -63814.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -63817.421875 Penalty: 673.955383
	Iteration 41Q: 3 clusters Score -63817.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -63820.082031 Penalty: 673.955383
	Iteration 42Q: 3 clusters Score -63820.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -63821.082031 Penalty: 673.955383
	Iteration 43Q: 3 clusters Score -63821.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -63821.902344 Penalty: 673.955383
	Iteration 44Q: 3 clusters Score -63821.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -63822.000000 Penalty: 673.955383
	Iteration 45Q: 3 clusters Score -63822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -63822.000000 Penalty: 673.955383
	Iteration 46F: 3 clusters Score -63822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Entering Unmasked Estep 
Score: -154087.078125 Penalty: 376.518036
	Iteration 0F: 2 clusters Score -154087.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -151432.312500 Penalty: 753.036072
	Iteration 0F: 3 clusters Score -151432.3 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -152681.984375 Penalty: 753.036072
	Iteration 1F: 3 clusters Score -152682 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -153062.562500 Penalty: 753.036072
	Iteration 2F: 3 clusters Score -153062.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -153481.687500 Penalty: 753.036072
	Iteration 3F: 3 clusters Score -153481.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -153813.437500 Penalty: 753.036072
	Iteration 4F: 3 clusters Score -153813.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -154090.125000 Penalty: 753.036072
	Iteration 5Q: 3 clusters Score -154090.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -154216.078125 Penalty: 753.036072
	Iteration 6Q: 3 clusters Score -154216.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -154265.468750 Penalty: 753.036072
	Iteration 7Q: 3 clusters Score -154265.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -154282.437500 Penalty: 753.036072
	Iteration 8Q: 3 clusters Score -154282.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -154292.078125 Penalty: 753.036072
	Iteration 9Q: 3 clusters Score -154292.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -154296.718750 Penalty: 753.036072
	Iteration 10Q: 3 clusters Score -154296.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -154298.687500 Penalty: 753.036072
	Iteration 11Q: 3 clusters Score -154298.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -154301.031250 Penalty: 753.036072
	Iteration 12Q: 3 clusters Score -154301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -154303.531250 Penalty: 753.036072
	Iteration 13Q: 3 clusters Score -154303.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -154305.796875 Penalty: 753.036072
	Iteration 14Q: 3 clusters Score -154305.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -154308.484375 Penalty: 753.036072
	Iteration 15Q: 3 clusters Score -154308.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -154309.640625 Penalty: 753.036072
	Iteration 16Q: 3 clusters Score -154309.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -154312.031250 Penalty: 753.036072
	Iteration 17Q: 3 clusters Score -154312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -154314.296875 Penalty: 753.036072
	Iteration 18Q: 3 clusters Score -154314.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -154318.046875 Penalty: 753.036072
	Iteration 19Q: 3 clusters Score -154318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -154322.734375 Penalty: 753.036072
	Iteration 20F: 3 clusters Score -154322.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -154329.234375 Penalty: 753.036072
	Iteration 21Q: 3 clusters Score -154329.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -154339.828125 Penalty: 753.036072
	Iteration 22Q: 3 clusters Score -154339.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -154359.593750 Penalty: 753.036072
	Iteration 23Q: 3 clusters Score -154359.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -154383.187500 Penalty: 753.036072
	Iteration 24Q: 3 clusters Score -154383.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -154428.031250 Penalty: 753.036072
	Iteration 25Q: 3 clusters Score -154428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -154471.453125 Penalty: 753.036072
	Iteration 26Q: 3 clusters Score -154471.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -154517.250000 Penalty: 753.036072
	Iteration 27Q: 3 clusters Score -154517.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -154545.609375 Penalty: 753.036072
	Iteration 28Q: 3 clusters Score -154545.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -154559.140625 Penalty: 753.036072
	Iteration 29Q: 3 clusters Score -154559.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -154568.625000 Penalty: 753.036072
	Iteration 30Q: 3 clusters Score -154568.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -154574.421875 Penalty: 753.036072
	Iteration 31Q: 3 clusters Score -154574.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -154579.125000 Penalty: 753.036072
	Iteration 32Q: 3 clusters Score -154579.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -154583.062500 Penalty: 753.036072
	Iteration 33Q: 3 clusters Score -154583.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -154586.250000 Penalty: 753.036072
	Iteration 34Q: 3 clusters Score -154586.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -154588.312500 Penalty: 753.036072
	Iteration 35Q: 3 clusters Score -154588.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -154588.953125 Penalty: 753.036072
	Iteration 36Q: 3 clusters Score -154589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -154589.265625 Penalty: 753.036072
	Iteration 37Q: 3 clusters Score -154589.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -154589.875000 Penalty: 753.036072
	Iteration 38Q: 3 clusters Score -154589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -154590.203125 Penalty: 753.036072
	Iteration 39Q: 3 clusters Score -154590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -154592.937500 Penalty: 753.036072
	Iteration 40F: 3 clusters Score -154592.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -154593.703125 Penalty: 753.036072
	Iteration 41Q: 3 clusters Score -154593.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -154594.671875 Penalty: 753.036072
	Iteration 42Q: 3 clusters Score -154594.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -154596.656250 Penalty: 753.036072
	Iteration 43Q: 3 clusters Score -154596.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -154598.765625 Penalty: 753.036072
	Iteration 44Q: 3 clusters Score -154598.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -154599.281250 Penalty: 753.036072
	Iteration 45Q: 3 clusters Score -154599.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -154600.656250 Penalty: 753.036072
	Iteration 46Q: 3 clusters Score -154600.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -154601.500000 Penalty: 753.036072
	Iteration 47Q: 3 clusters Score -154601.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -154602.062500 Penalty: 753.036072
	Iteration 48Q: 3 clusters Score -154602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -154602.218750 Penalty: 753.036072
	Iteration 49Q: 3 clusters Score -154602.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -154602.671875 Penalty: 753.036072
	Iteration 50Q: 3 clusters Score -154602.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -154602.531250 Penalty: 753.036072
	Iteration 51Q: 3 clusters Score -154602.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -154602.609375 Penalty: 753.036072
	Iteration 52Q: 3 clusters Score -154602.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -154602.796875 Penalty: 753.036072
	Iteration 53Q: 3 clusters Score -154602.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -154602.921875 Penalty: 753.036072
	Iteration 54Q: 3 clusters Score -154602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -154603.046875 Penalty: 753.036072
	Iteration 55Q: 3 clusters Score -154603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -154603.046875 Penalty: 753.036072
	Iteration 56F: 3 clusters Score -154603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6613 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2750 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 27545 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 3475 members 
Mstep: Class 10 contains 6059 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 5128 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 443 members 
Mstep: Class 19 contains 1038 members 
Mstep: Class 20 contains 3212 members 
Mstep: Class 21 contains 12720 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 1316 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1794 members 
Mstep: Class 31 contains 2685 members 
Mstep: Class 32 contains 1336 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284832 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 6194 members 
Mstep: Class 44 contains 11795 members 
Mstep: Class 45 contains 58414 members 
Mstep: Class 46 contains 214737 members 
Mstep: Class 47 contains 745 members 
Mstep: Class 48 contains 2609 members 
Entering Unmasked Estep 
Score: -28353004.000000 Penalty: 29485.744141
Splitting cluster 27 changes total score from -28347866.000000 to -28353004.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 28 (26927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Entering Unmasked Estep 
Score: -1030307.062500 Penalty: 464.140259
	Iteration 0F: 2 clusters Score -1030307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1012301.812500 Penalty: 928.280518
	Iteration 0F: 3 clusters Score -1012302 nChanged 12862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1020573.687500 Penalty: 928.280518
	Iteration 1F: 3 clusters Score -1020574 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1021793.375000 Penalty: 928.280518
	Iteration 2F: 3 clusters Score -1021793 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1023088.437500 Penalty: 928.280518
	Iteration 3F: 3 clusters Score -1023088 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1024401.562500 Penalty: 928.280518
	Iteration 4F: 3 clusters Score -1024402 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1025481.687500 Penalty: 928.280518
	Iteration 5F: 3 clusters Score -1025482 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -1026187.375000 Penalty: 928.280518
	Iteration 6Q: 3 clusters Score -1026187 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -1026650.437500 Penalty: 928.280518
	Iteration 7Q: 3 clusters Score -1026650 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -1026950.187500 Penalty: 928.280518
	Iteration 8Q: 3 clusters Score -1026950 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -1027160.750000 Penalty: 928.280518
	Iteration 9Q: 3 clusters Score -1027161 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -1027351.937500 Penalty: 928.280518
	Iteration 10Q: 3 clusters Score -1027352 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -1027507.937500 Penalty: 928.280518
	Iteration 11Q: 3 clusters Score -1027508 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -1027663.812500 Penalty: 928.280518
	Iteration 12Q: 3 clusters Score -1027664 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -1027819.750000 Penalty: 928.280518
	Iteration 13Q: 3 clusters Score -1027820 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -1027982.375000 Penalty: 928.280518
	Iteration 14Q: 3 clusters Score -1027982 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -1028153.562500 Penalty: 928.280518
	Iteration 15Q: 3 clusters Score -1028154 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -1028339.562500 Penalty: 928.280518
	Iteration 16Q: 3 clusters Score -1028340 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -1028541.812500 Penalty: 928.280518
	Iteration 17Q: 3 clusters Score -1028542 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -1028745.625000 Penalty: 928.280518
	Iteration 18Q: 3 clusters Score -1028746 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -1028985.187500 Penalty: 928.280518
	Iteration 19Q: 3 clusters Score -1028985 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -1029241.562500 Penalty: 928.280518
	Iteration 20F: 3 clusters Score -1029242 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -1029563.062500 Penalty: 928.280518
	Iteration 21Q: 3 clusters Score -1029563 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -1029902.187500 Penalty: 928.280518
	Iteration 22Q: 3 clusters Score -1029902 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -1030136.437500 Penalty: 928.280518
	Iteration 23Q: 3 clusters Score -1030136 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -1030245.687500 Penalty: 928.280518
	Iteration 24Q: 3 clusters Score -1030246 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -1030307.500000 Penalty: 928.280518
	Iteration 25Q: 3 clusters Score -1030308 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -1030329.375000 Penalty: 928.280518
	Iteration 26Q: 3 clusters Score -1030329 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -1030348.562500 Penalty: 928.280518
	Iteration 27Q: 3 clusters Score -1030349 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -1030361.500000 Penalty: 928.280518
	Iteration 28Q: 3 clusters Score -1030362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -1030370.062500 Penalty: 928.280518
	Iteration 29Q: 3 clusters Score -1030370 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -1030378.375000 Penalty: 928.280518
	Iteration 30Q: 3 clusters Score -1030378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -1030380.812500 Penalty: 928.280518
	Iteration 31Q: 3 clusters Score -1030381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -1030383.750000 Penalty: 928.280518
	Iteration 32Q: 3 clusters Score -1030384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -1030385.375000 Penalty: 928.280518
	Iteration 33Q: 3 clusters Score -1030385 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -1030393.375000 Penalty: 928.280518
	Iteration 34Q: 3 clusters Score -1030393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -1030393.875000 Penalty: 928.280518
	Iteration 35Q: 3 clusters Score -1030394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -1030396.687500 Penalty: 928.280518
	Iteration 36Q: 3 clusters Score -1030397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -1030399.062500 Penalty: 928.280518
	Iteration 37Q: 3 clusters Score -1030399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -1030400.375000 Penalty: 928.280518
	Iteration 38Q: 3 clusters Score -1030400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -1030403.375000 Penalty: 928.280518
	Iteration 39Q: 3 clusters Score -1030403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -1030407.937500 Penalty: 928.280518
	Iteration 40F: 3 clusters Score -1030408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -1030409.062500 Penalty: 928.280518
	Iteration 41Q: 3 clusters Score -1030409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -1030408.625000 Penalty: 928.280518
	Iteration 42Q: 3 clusters Score -1030409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -1030413.937500 Penalty: 928.280518
	Iteration 43Q: 3 clusters Score -1030414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -1030413.875000 Penalty: 928.280518
	Iteration 44Q: 3 clusters Score -1030414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -1030415.375000 Penalty: 928.280518
	Iteration 45Q: 3 clusters Score -1030415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -1030416.062500 Penalty: 928.280518
	Iteration 46Q: 3 clusters Score -1030416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -1030419.375000 Penalty: 928.280518
	Iteration 47Q: 3 clusters Score -1030419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -1030419.875000 Penalty: 928.280518
	Iteration 48Q: 3 clusters Score -1030420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -1030421.875000 Penalty: 928.280518
	Iteration 49Q: 3 clusters Score -1030422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -1030421.062500 Penalty: 928.280518
	Iteration 50Q: 3 clusters Score -1030421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -1030419.875000 Penalty: 928.280518
	Iteration 51Q: 3 clusters Score -1030420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -1030419.500000 Penalty: 928.280518
	Iteration 52Q: 3 clusters Score -1030420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -1030419.500000 Penalty: 928.280518
	Iteration 53F: 3 clusters Score -1030420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6613 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2750 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 27545 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 3475 members 
Mstep: Class 10 contains 6059 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 5128 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 443 members 
Mstep: Class 19 contains 1038 members 
Mstep: Class 20 contains 3212 members 
Mstep: Class 21 contains 12720 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 1316 members 
Mstep: Class 28 contains 1876 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1794 members 
Mstep: Class 31 contains 2685 members 
Mstep: Class 32 contains 1336 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284832 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 6194 members 
Mstep: Class 44 contains 11795 members 
Mstep: Class 45 contains 58414 members 
Mstep: Class 46 contains 214737 members 
Mstep: Class 47 contains 745 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 25051 members 
Entering Unmasked Estep 
Score: -28352940.000000 Penalty: 30100.029297
Splitting cluster 28 changes total score from -28347866.000000 to -28352940.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 29 (2601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Entering Unmasked Estep 
Score: -105274.531250 Penalty: 357.796143
	Iteration 0F: 2 clusters Score -105274.5 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 1291 members 
Entering Unmasked Estep 
Score: -103436.257812 Penalty: 715.592285
	Iteration 0F: 3 clusters Score -103436.3 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -104091.820312 Penalty: 715.592285
	Iteration 1F: 3 clusters Score -104091.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -104222.500000 Penalty: 715.592285
	Iteration 2F: 3 clusters Score -104222.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -104333.007812 Penalty: 715.592285
	Iteration 3F: 3 clusters Score -104333 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -104439.437500 Penalty: 715.592285
	Iteration 4F: 3 clusters Score -104439.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -104530.195312 Penalty: 715.592285
	Iteration 5Q: 3 clusters Score -104530.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -104602.695312 Penalty: 715.592285
	Iteration 6Q: 3 clusters Score -104602.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -104668.687500 Penalty: 715.592285
	Iteration 7Q: 3 clusters Score -104668.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -104711.460938 Penalty: 715.592285
	Iteration 8Q: 3 clusters Score -104711.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -104748.531250 Penalty: 715.592285
	Iteration 9Q: 3 clusters Score -104748.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -104773.210938 Penalty: 715.592285
	Iteration 10Q: 3 clusters Score -104773.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -104794.359375 Penalty: 715.592285
	Iteration 11Q: 3 clusters Score -104794.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -104814.257812 Penalty: 715.592285
	Iteration 12Q: 3 clusters Score -104814.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -104835.359375 Penalty: 715.592285
	Iteration 13Q: 3 clusters Score -104835.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -104860.117188 Penalty: 715.592285
	Iteration 14Q: 3 clusters Score -104860.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -104899.078125 Penalty: 715.592285
	Iteration 15Q: 3 clusters Score -104899.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -104951.351562 Penalty: 715.592285
	Iteration 16Q: 3 clusters Score -104951.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -105069.812500 Penalty: 715.592285
	Iteration 17Q: 3 clusters Score -105069.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -105205.265625 Penalty: 715.592285
	Iteration 18Q: 3 clusters Score -105205.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -105250.242188 Penalty: 715.592285
	Iteration 19Q: 3 clusters Score -105250.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -105263.765625 Penalty: 715.592285
	Iteration 20F: 3 clusters Score -105263.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -105270.601562 Penalty: 715.592285
	Iteration 21Q: 3 clusters Score -105270.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -105273.140625 Penalty: 715.592285
	Iteration 22Q: 3 clusters Score -105273.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -105274.359375 Penalty: 715.592285
	Iteration 23Q: 3 clusters Score -105274.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -105274.796875 Penalty: 715.592285
	Iteration 24Q: 3 clusters Score -105274.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -105275.046875 Penalty: 715.592285
	Iteration 25Q: 3 clusters Score -105275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -105275.140625 Penalty: 715.592285
	Iteration 26Q: 3 clusters Score -105275.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -105275.140625 Penalty: 715.592285
	Iteration 27F: 3 clusters Score -105275.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6613 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2750 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 27545 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 3475 members 
Mstep: Class 10 contains 6059 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 5128 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 443 members 
Mstep: Class 19 contains 1038 members 
Mstep: Class 20 contains 3212 members 
Mstep: Class 21 contains 12720 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 1316 members 
Mstep: Class 28 contains 1876 members 
Mstep: Class 29 contains 1732 members 
Mstep: Class 30 contains 1794 members 
Mstep: Class 31 contains 2685 members 
Mstep: Class 32 contains 1336 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284832 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 6194 members 
Mstep: Class 44 contains 11795 members 
Mstep: Class 45 contains 58414 members 
Mstep: Class 46 contains 214737 members 
Mstep: Class 47 contains 745 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 25051 members 
Mstep: Class 50 contains 869 members 
Entering Unmasked Estep 
Score: -28352652.000000 Penalty: 30714.316406
Splitting cluster 29 changes total score from -28347866.000000 to -28352652.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 30 (1794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Entering Unmasked Estep 
Score: -73137.875000 Penalty: 340.895233
	Iteration 0F: 2 clusters Score -73137.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -71816.781250 Penalty: 681.790466
	Iteration 0F: 3 clusters Score -71816.78 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -72215.671875 Penalty: 681.790466
	Iteration 1F: 3 clusters Score -72215.67 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -72268.242188 Penalty: 681.790466
	Iteration 2F: 3 clusters Score -72268.24 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -72308.382812 Penalty: 681.790466
	Iteration 3Q: 3 clusters Score -72308.38 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -72340.695312 Penalty: 681.790466
	Iteration 4Q: 3 clusters Score -72340.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -72373.398438 Penalty: 681.790466
	Iteration 5Q: 3 clusters Score -72373.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -72410.789062 Penalty: 681.790466
	Iteration 6Q: 3 clusters Score -72410.79 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -72451.187500 Penalty: 681.790466
	Iteration 7Q: 3 clusters Score -72451.19 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -72511.375000 Penalty: 681.790466
	Iteration 8Q: 3 clusters Score -72511.38 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -72570.304688 Penalty: 681.790466
	Iteration 9Q: 3 clusters Score -72570.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -72627.554688 Penalty: 681.790466
	Iteration 10Q: 3 clusters Score -72627.55 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -72678.804688 Penalty: 681.790466
	Iteration 11Q: 3 clusters Score -72678.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -72710.093750 Penalty: 681.790466
	Iteration 12Q: 3 clusters Score -72710.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -72739.390625 Penalty: 681.790466
	Iteration 13Q: 3 clusters Score -72739.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -72773.695312 Penalty: 681.790466
	Iteration 14Q: 3 clusters Score -72773.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -72797.375000 Penalty: 681.790466
	Iteration 15Q: 3 clusters Score -72797.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -72821.601562 Penalty: 681.790466
	Iteration 16Q: 3 clusters Score -72821.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -72835.195312 Penalty: 681.790466
	Iteration 17Q: 3 clusters Score -72835.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -72847.984375 Penalty: 681.790466
	Iteration 18Q: 3 clusters Score -72847.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -72863.757812 Penalty: 681.790466
	Iteration 19Q: 3 clusters Score -72863.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -72875.414062 Penalty: 681.790466
	Iteration 20F: 3 clusters Score -72875.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -72880.429688 Penalty: 681.790466
	Iteration 21Q: 3 clusters Score -72880.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -72881.578125 Penalty: 681.790466
	Iteration 22Q: 3 clusters Score -72881.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -72885.093750 Penalty: 681.790466
	Iteration 23Q: 3 clusters Score -72885.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -72885.546875 Penalty: 681.790466
	Iteration 24Q: 3 clusters Score -72885.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -72885.546875 Penalty: 681.790466
	Iteration 25F: 3 clusters Score -72885.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -113769.031250 Penalty: 359.242340
	Iteration 0F: 2 clusters Score -113769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -111912.117188 Penalty: 718.484680
	Iteration 0F: 3 clusters Score -111912.1 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -112529.414062 Penalty: 718.484680
	Iteration 1F: 3 clusters Score -112529.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -112598.710938 Penalty: 718.484680
	Iteration 2F: 3 clusters Score -112598.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -112646.437500 Penalty: 718.484680
	Iteration 3Q: 3 clusters Score -112646.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -112685.250000 Penalty: 718.484680
	Iteration 4Q: 3 clusters Score -112685.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -112732.671875 Penalty: 718.484680
	Iteration 5Q: 3 clusters Score -112732.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -112788.695312 Penalty: 718.484680
	Iteration 6Q: 3 clusters Score -112788.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -112863.835938 Penalty: 718.484680
	Iteration 7Q: 3 clusters Score -112863.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -112962.992188 Penalty: 718.484680
	Iteration 8Q: 3 clusters Score -112963 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -113073.898438 Penalty: 718.484680
	Iteration 9F: 3 clusters Score -113073.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -113184.476562 Penalty: 718.484680
	Iteration 10Q: 3 clusters Score -113184.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -113285.968750 Penalty: 718.484680
	Iteration 11Q: 3 clusters Score -113286 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -113362.351562 Penalty: 718.484680
	Iteration 12Q: 3 clusters Score -113362.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -113404.601562 Penalty: 718.484680
	Iteration 13Q: 3 clusters Score -113404.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -113431.054688 Penalty: 718.484680
	Iteration 14Q: 3 clusters Score -113431.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -113439.859375 Penalty: 718.484680
	Iteration 15Q: 3 clusters Score -113439.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -113442.554688 Penalty: 718.484680
	Iteration 16Q: 3 clusters Score -113442.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -113444.773438 Penalty: 718.484680
	Iteration 17Q: 3 clusters Score -113444.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -113444.773438 Penalty: 718.484680
	Iteration 18F: 3 clusters Score -113444.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Entering Unmasked Estep 
Score: -52692.121094 Penalty: 327.483307
	Iteration 0F: 2 clusters Score -52692.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -51713.847656 Penalty: 654.966614
	Iteration 0F: 3 clusters Score -51713.85 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -51977.582031 Penalty: 654.966614
	Iteration 1F: 3 clusters Score -51977.58 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -52025.046875 Penalty: 654.966614
	Iteration 2F: 3 clusters Score -52025.05 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -52061.226562 Penalty: 654.966614
	Iteration 3Q: 3 clusters Score -52061.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -52095.753906 Penalty: 654.966614
	Iteration 4Q: 3 clusters Score -52095.75 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -52131.875000 Penalty: 654.966614
	Iteration 5Q: 3 clusters Score -52131.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -52176.398438 Penalty: 654.966614
	Iteration 6Q: 3 clusters Score -52176.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -52237.644531 Penalty: 654.966614
	Iteration 7Q: 3 clusters Score -52237.64 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -52281.925781 Penalty: 654.966614
	Iteration 8Q: 3 clusters Score -52281.93 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -52316.007812 Penalty: 654.966614
	Iteration 9Q: 3 clusters Score -52316.01 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -52347.949219 Penalty: 654.966614
	Iteration 10Q: 3 clusters Score -52347.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -52368.875000 Penalty: 654.966614
	Iteration 11Q: 3 clusters Score -52368.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -52389.058594 Penalty: 654.966614
	Iteration 12Q: 3 clusters Score -52389.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -52403.929688 Penalty: 654.966614
	Iteration 13Q: 3 clusters Score -52403.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -52416.789062 Penalty: 654.966614
	Iteration 14Q: 3 clusters Score -52416.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -52426.195312 Penalty: 654.966614
	Iteration 15Q: 3 clusters Score -52426.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -52430.789062 Penalty: 654.966614
	Iteration 16Q: 3 clusters Score -52430.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -52435.921875 Penalty: 654.966614
	Iteration 17Q: 3 clusters Score -52435.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -52438.562500 Penalty: 654.966614
	Iteration 18Q: 3 clusters Score -52438.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52441.003906 Penalty: 654.966614
	Iteration 19Q: 3 clusters Score -52441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52442.128906 Penalty: 654.966614
	Iteration 20F: 3 clusters Score -52442.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52442.984375 Penalty: 654.966614
	Iteration 21Q: 3 clusters Score -52442.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -52443.941406 Penalty: 654.966614
	Iteration 22Q: 3 clusters Score -52443.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52444.070312 Penalty: 654.966614
	Iteration 23Q: 3 clusters Score -52444.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52444.070312 Penalty: 654.966614
	Iteration 24F: 3 clusters Score -52444.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -3496.946045 Penalty: 217.830872
	Iteration 0F: 2 clusters Score -3496.946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3274.117432 Penalty: 435.661743
	Iteration 0F: 3 clusters Score -3274.117 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3307.447266 Penalty: 435.661743
	Iteration 1F: 3 clusters Score -3307.447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3310.983887 Penalty: 435.661743
	Iteration 2Q: 3 clusters Score -3310.984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3310.983887 Penalty: 435.661743
	Iteration 3F: 3 clusters Score -3310.984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Entering Unmasked Estep 
Score: -65605.937500 Penalty: 338.178009
	Iteration 0F: 2 clusters Score -65605.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -64351.144531 Penalty: 676.356018
	Iteration 0F: 3 clusters Score -64351.14 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -64769.050781 Penalty: 676.356018
	Iteration 1F: 3 clusters Score -64769.05 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -64852.464844 Penalty: 676.356018
	Iteration 2F: 3 clusters Score -64852.46 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -64927.750000 Penalty: 676.356018
	Iteration 3F: 3 clusters Score -64927.75 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -65011.140625 Penalty: 676.356018
	Iteration 4F: 3 clusters Score -65011.14 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -65081.781250 Penalty: 676.356018
	Iteration 5Q: 3 clusters Score -65081.78 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -65154.878906 Penalty: 676.356018
	Iteration 6Q: 3 clusters Score -65154.88 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -65218.230469 Penalty: 676.356018
	Iteration 7Q: 3 clusters Score -65218.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -65268.980469 Penalty: 676.356018
	Iteration 8Q: 3 clusters Score -65268.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -65286.441406 Penalty: 676.356018
	Iteration 9Q: 3 clusters Score -65286.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -65303.304688 Penalty: 676.356018
	Iteration 10Q: 3 clusters Score -65303.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -65319.386719 Penalty: 676.356018
	Iteration 11Q: 3 clusters Score -65319.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -65329.648438 Penalty: 676.356018
	Iteration 12Q: 3 clusters Score -65329.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -65332.964844 Penalty: 676.356018
	Iteration 13Q: 3 clusters Score -65332.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -65332.964844 Penalty: 676.356018
	Iteration 14F: 3 clusters Score -65332.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (284832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284832 members 
Entering Unmasked Estep 
Score: -11833456.000000 Penalty: 571.464294
	Iteration 0F: 2 clusters Score -1.183346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142468 members 
Mstep: Class 2 contains 142364 members 
Entering Unmasked Estep 
Score: -11639579.000000 Penalty: 1142.928589
	Iteration 0F: 3 clusters Score -1.163958e+07 nChanged 140502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149012 members 
Mstep: Class 2 contains 135820 members 
Entering Unmasked Estep 
Score: -11725562.000000 Penalty: 1142.928589
	Iteration 1F: 3 clusters Score -1.172556e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153950 members 
Mstep: Class 2 contains 130882 members 
Entering Unmasked Estep 
Score: -11727795.000000 Penalty: 1142.928589
	Iteration 2Q: 3 clusters Score -1.17278e+07 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161421 members 
Mstep: Class 2 contains 123411 members 
Entering Unmasked Estep 
Score: -11731652.000000 Penalty: 1142.928589
	Iteration 3Q: 3 clusters Score -1.173165e+07 nChanged 13240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172373 members 
Mstep: Class 2 contains 112459 members 
Entering Unmasked Estep 
Score: -11738087.000000 Penalty: 1142.928589
	Iteration 4Q: 3 clusters Score -1.173809e+07 nChanged 16354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187133 members 
Mstep: Class 2 contains 97699 members 
Entering Unmasked Estep 
Score: -11748914.000000 Penalty: 1142.928589
	Iteration 5F: 3 clusters Score -1.174891e+07 nChanged 19151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204950 members 
Mstep: Class 2 contains 79882 members 
Entering Unmasked Estep 
Score: -11765018.000000 Penalty: 1142.928589
	Iteration 6F: 3 clusters Score -1.176502e+07 nChanged 18837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222499 members 
Mstep: Class 2 contains 62333 members 
Entering Unmasked Estep 
Score: -11782487.000000 Penalty: 1142.928589
	Iteration 7F: 3 clusters Score -1.178249e+07 nChanged 15311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236468 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -11796111.000000 Penalty: 1142.928589
	Iteration 8F: 3 clusters Score -1.179611e+07 nChanged 11223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246831 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -11804984.000000 Penalty: 1142.928589
	Iteration 9Q: 3 clusters Score -1.180498e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255172 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -11811116.000000 Penalty: 1142.928589
	Iteration 10Q: 3 clusters Score -1.181112e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262224 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -11816027.000000 Penalty: 1142.928589
	Iteration 11Q: 3 clusters Score -1.181603e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268085 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -11820269.000000 Penalty: 1142.928589
	Iteration 12Q: 3 clusters Score -1.182027e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272884 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -11823845.000000 Penalty: 1142.928589
	Iteration 13Q: 3 clusters Score -1.182384e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276696 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -11826634.000000 Penalty: 1142.928589
	Iteration 14Q: 3 clusters Score -1.182663e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279516 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -11828775.000000 Penalty: 1142.928589
	Iteration 15Q: 3 clusters Score -1.182878e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281653 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -11830458.000000 Penalty: 1142.928589
	Iteration 16Q: 3 clusters Score -1.183046e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283157 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -11831668.000000 Penalty: 1142.928589
	Iteration 17Q: 3 clusters Score -1.183167e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284066 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -11832400.000000 Penalty: 1142.928589
	Iteration 18Q: 3 clusters Score -1.18324e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284463 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -11832710.000000 Penalty: 1142.928589
	Iteration 19Q: 3 clusters Score -1.183271e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284624 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11832844.000000 Penalty: 1142.928589
	Iteration 20F: 3 clusters Score -1.183284e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284688 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11832890.000000 Penalty: 1142.928589
	Iteration 21Q: 3 clusters Score -1.183289e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284715 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11832897.000000 Penalty: 1142.928589
	Iteration 22Q: 3 clusters Score -1.18329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284723 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11832905.000000 Penalty: 1142.928589
	Iteration 23Q: 3 clusters Score -1.18329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284729 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11832918.000000 Penalty: 1142.928589
	Iteration 24Q: 3 clusters Score -1.183292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284732 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11832924.000000 Penalty: 1142.928589
	Iteration 25Q: 3 clusters Score -1.183292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284735 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11832927.000000 Penalty: 1142.928589
	Iteration 26Q: 3 clusters Score -1.183293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284739 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11832922.000000 Penalty: 1142.928589
	Iteration 27Q: 3 clusters Score -1.183292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284740 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11832919.000000 Penalty: 1142.928589
	Iteration 28Q: 3 clusters Score -1.183292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284739 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11832922.000000 Penalty: 1142.928589
	Iteration 29Q: 3 clusters Score -1.183292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284740 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11832926.000000 Penalty: 1142.928589
	Iteration 30Q: 3 clusters Score -1.183293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284737 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11832920.000000 Penalty: 1142.928589
	Iteration 31Q: 3 clusters Score -1.183292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284735 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11832926.000000 Penalty: 1142.928589
	Iteration 32Q: 3 clusters Score -1.183293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284734 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11832934.000000 Penalty: 1142.928589
	Iteration 33Q: 3 clusters Score -1.183293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284734 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11832934.000000 Penalty: 1142.928589
	Iteration 34F: 3 clusters Score -1.183293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -11327.104492 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -11327.1 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 183 members 
Entering Unmasked Estep 
Score: -10987.534180 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -10987.53 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -11116.130859 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -11116.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -11151.944336 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -11151.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -11169.657227 Penalty: 537.882507
	Iteration 3Q: 3 clusters Score -11169.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -11171.605469 Penalty: 537.882507
	Iteration 4Q: 3 clusters Score -11171.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11172.640625 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -11172.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11172.640625 Penalty: 537.882507
	Iteration 6F: 3 clusters Score -11172.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -16707.287109 Penalty: 282.582306
	Iteration 0F: 2 clusters Score -16707.29 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 242 members 
Entering Unmasked Estep 
Score: -16207.557617 Penalty: 565.164612
	Iteration 0F: 3 clusters Score -16207.56 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16333.726562 Penalty: 565.164612
	Iteration 1F: 3 clusters Score -16333.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16370.015625 Penalty: 565.164612
	Iteration 2F: 3 clusters Score -16370.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16393.107422 Penalty: 565.164612
	Iteration 3F: 3 clusters Score -16393.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16408.603516 Penalty: 565.164612
	Iteration 4Q: 3 clusters Score -16408.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16416.595703 Penalty: 565.164612
	Iteration 5Q: 3 clusters Score -16416.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -16422.984375 Penalty: 565.164612
	Iteration 6Q: 3 clusters Score -16422.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16431.421875 Penalty: 565.164612
	Iteration 7Q: 3 clusters Score -16431.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16434.798828 Penalty: 565.164612
	Iteration 8Q: 3 clusters Score -16434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16436.048828 Penalty: 565.164612
	Iteration 9Q: 3 clusters Score -16436.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16437.708984 Penalty: 565.164612
	Iteration 10Q: 3 clusters Score -16437.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16439.791016 Penalty: 565.164612
	Iteration 11Q: 3 clusters Score -16439.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16447.681641 Penalty: 565.164612
	Iteration 12Q: 3 clusters Score -16447.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16460.693359 Penalty: 565.164612
	Iteration 13Q: 3 clusters Score -16460.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16475.443359 Penalty: 565.164612
	Iteration 14Q: 3 clusters Score -16475.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16484.064453 Penalty: 565.164612
	Iteration 15Q: 3 clusters Score -16484.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16490.060547 Penalty: 565.164612
	Iteration 16Q: 3 clusters Score -16490.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16495.406250 Penalty: 565.164612
	Iteration 17Q: 3 clusters Score -16495.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16499.966797 Penalty: 565.164612
	Iteration 18Q: 3 clusters Score -16499.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16504.474609 Penalty: 565.164612
	Iteration 19Q: 3 clusters Score -16504.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16512.691406 Penalty: 565.164612
	Iteration 20F: 3 clusters Score -16512.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16517.632812 Penalty: 565.164612
	Iteration 21Q: 3 clusters Score -16517.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16518.781250 Penalty: 565.164612
	Iteration 22Q: 3 clusters Score -16518.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16522.037109 Penalty: 565.164612
	Iteration 23Q: 3 clusters Score -16522.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16524.183594 Penalty: 565.164612
	Iteration 24Q: 3 clusters Score -16524.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16525.611328 Penalty: 565.164612
	Iteration 25Q: 3 clusters Score -16525.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16525.816406 Penalty: 565.164612
	Iteration 26Q: 3 clusters Score -16525.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16525.816406 Penalty: 565.164612
	Iteration 27F: 3 clusters Score -16525.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Entering Unmasked Estep 
Score: -62588.753906 Penalty: 341.724579
	Iteration 0F: 2 clusters Score -62588.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -61236.800781 Penalty: 683.449158
	Iteration 0F: 3 clusters Score -61236.8 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -61752.777344 Penalty: 683.449158
	Iteration 1F: 3 clusters Score -61752.78 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -61854.535156 Penalty: 683.449158
	Iteration 2F: 3 clusters Score -61854.54 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -61952.558594 Penalty: 683.449158
	Iteration 3F: 3 clusters Score -61952.56 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -62064.265625 Penalty: 683.449158
	Iteration 4F: 3 clusters Score -62064.27 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -62157.433594 Penalty: 683.449158
	Iteration 5F: 3 clusters Score -62157.43 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -62228.808594 Penalty: 683.449158
	Iteration 6Q: 3 clusters Score -62228.81 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -62282.683594 Penalty: 683.449158
	Iteration 7Q: 3 clusters Score -62282.68 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -62336.128906 Penalty: 683.449158
	Iteration 8Q: 3 clusters Score -62336.13 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -62369.875000 Penalty: 683.449158
	Iteration 9Q: 3 clusters Score -62369.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -62398.359375 Penalty: 683.449158
	Iteration 10Q: 3 clusters Score -62398.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -62414.699219 Penalty: 683.449158
	Iteration 11Q: 3 clusters Score -62414.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -62421.582031 Penalty: 683.449158
	Iteration 12Q: 3 clusters Score -62421.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -62429.531250 Penalty: 683.449158
	Iteration 13Q: 3 clusters Score -62429.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -62441.160156 Penalty: 683.449158
	Iteration 14Q: 3 clusters Score -62441.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -62451.453125 Penalty: 683.449158
	Iteration 15Q: 3 clusters Score -62451.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -62460.820312 Penalty: 683.449158
	Iteration 16Q: 3 clusters Score -62460.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -62469.625000 Penalty: 683.449158
	Iteration 17Q: 3 clusters Score -62469.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -62473.062500 Penalty: 683.449158
	Iteration 18Q: 3 clusters Score -62473.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -62476.925781 Penalty: 683.449158
	Iteration 19Q: 3 clusters Score -62476.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -62478.378906 Penalty: 683.449158
	Iteration 20F: 3 clusters Score -62478.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -62479.460938 Penalty: 683.449158
	Iteration 21Q: 3 clusters Score -62479.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -62480.710938 Penalty: 683.449158
	Iteration 22Q: 3 clusters Score -62480.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -62481.187500 Penalty: 683.449158
	Iteration 23Q: 3 clusters Score -62481.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -62481.187500 Penalty: 683.449158
	Iteration 24F: 3 clusters Score -62481.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -7058.514648 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -7058.515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6763.336914 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -6763.337 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6817.773438 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -6817.773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6834.911133 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -6834.911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6844.515137 Penalty: 489.989075
	Iteration 3Q: 3 clusters Score -6844.515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6852.930664 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -6852.931 nChanged 5
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: -6858.999023 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -6858.999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6868.228516 Penalty: 489.989075
	Iteration 6Q: 3 clusters Score -6868.229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6878.349609 Penalty: 489.989075
	Iteration 7Q: 3 clusters Score -6878.35 nChanged 1
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: -6880.316406 Penalty: 489.989075
	Iteration 8Q: 3 clusters Score -6880.316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6884.169922 Penalty: 489.989075
	Iteration 9Q: 3 clusters Score -6884.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6885.297363 Penalty: 489.989075
	Iteration 10Q: 3 clusters Score -6885.297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6885.297363 Penalty: 489.989075
	Iteration 11F: 3 clusters Score -6885.297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -48925.343750 Penalty: 328.092224
	Iteration 0F: 2 clusters Score -48925.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -47892.218750 Penalty: 656.184448
	Iteration 0F: 3 clusters Score -47892.22 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -48226.187500 Penalty: 656.184448
	Iteration 1F: 3 clusters Score -48226.19 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -48306.421875 Penalty: 656.184448
	Iteration 2F: 3 clusters Score -48306.42 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -48362.496094 Penalty: 656.184448
	Iteration 3F: 3 clusters Score -48362.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -48419.953125 Penalty: 656.184448
	Iteration 4F: 3 clusters Score -48419.95 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -48461.832031 Penalty: 656.184448
	Iteration 5Q: 3 clusters Score -48461.83 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -48521.632812 Penalty: 656.184448
	Iteration 6Q: 3 clusters Score -48521.63 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -48550.808594 Penalty: 656.184448
	Iteration 7Q: 3 clusters Score -48550.81 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -48566.949219 Penalty: 656.184448
	Iteration 8Q: 3 clusters Score -48566.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -48576.687500 Penalty: 656.184448
	Iteration 9Q: 3 clusters Score -48576.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -48588.699219 Penalty: 656.184448
	Iteration 10Q: 3 clusters Score -48588.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -48601.609375 Penalty: 656.184448
	Iteration 11Q: 3 clusters Score -48601.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -48611.273438 Penalty: 656.184448
	Iteration 12Q: 3 clusters Score -48611.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -48623.789062 Penalty: 656.184448
	Iteration 13Q: 3 clusters Score -48623.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -48633.058594 Penalty: 656.184448
	Iteration 14Q: 3 clusters Score -48633.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -48637.808594 Penalty: 656.184448
	Iteration 15Q: 3 clusters Score -48637.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -48642.128906 Penalty: 656.184448
	Iteration 16Q: 3 clusters Score -48642.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -48645.171875 Penalty: 656.184448
	Iteration 17Q: 3 clusters Score -48645.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -48646.210938 Penalty: 656.184448
	Iteration 18Q: 3 clusters Score -48646.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -48646.339844 Penalty: 656.184448
	Iteration 19Q: 3 clusters Score -48646.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -48646.484375 Penalty: 656.184448
	Iteration 20F: 3 clusters Score -48646.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -48646.574219 Penalty: 656.184448
	Iteration 21Q: 3 clusters Score -48646.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -48646.574219 Penalty: 656.184448
	Iteration 22F: 3 clusters Score -48646.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Entering Unmasked Estep 
Score: -89804.203125 Penalty: 351.442230
	Iteration 0F: 2 clusters Score -89804.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -88256.453125 Penalty: 702.884460
	Iteration 0F: 3 clusters Score -88256.45 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -88821.546875 Penalty: 702.884460
	Iteration 1F: 3 clusters Score -88821.55 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -88965.140625 Penalty: 702.884460
	Iteration 2F: 3 clusters Score -88965.14 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -89088.937500 Penalty: 702.884460
	Iteration 3F: 3 clusters Score -89088.94 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -89183.070312 Penalty: 702.884460
	Iteration 4F: 3 clusters Score -89183.07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -89261.578125 Penalty: 702.884460
	Iteration 5Q: 3 clusters Score -89261.58 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -89322.195312 Penalty: 702.884460
	Iteration 6Q: 3 clusters Score -89322.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -89378.921875 Penalty: 702.884460
	Iteration 7Q: 3 clusters Score -89378.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -89403.953125 Penalty: 702.884460
	Iteration 8Q: 3 clusters Score -89403.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -89422.781250 Penalty: 702.884460
	Iteration 9Q: 3 clusters Score -89422.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -89446.468750 Penalty: 702.884460
	Iteration 10Q: 3 clusters Score -89446.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -89458.390625 Penalty: 702.884460
	Iteration 11Q: 3 clusters Score -89458.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -89465.164062 Penalty: 702.884460
	Iteration 12Q: 3 clusters Score -89465.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -89469.453125 Penalty: 702.884460
	Iteration 13Q: 3 clusters Score -89469.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -89471.773438 Penalty: 702.884460
	Iteration 14Q: 3 clusters Score -89471.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -89475.531250 Penalty: 702.884460
	Iteration 15Q: 3 clusters Score -89475.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -89477.335938 Penalty: 702.884460
	Iteration 16Q: 3 clusters Score -89477.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -89478.593750 Penalty: 702.884460
	Iteration 17Q: 3 clusters Score -89478.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -89480.390625 Penalty: 702.884460
	Iteration 18Q: 3 clusters Score -89480.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -89482.007812 Penalty: 702.884460
	Iteration 19Q: 3 clusters Score -89482.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -89485.101562 Penalty: 702.884460
	Iteration 20F: 3 clusters Score -89485.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -89486.281250 Penalty: 702.884460
	Iteration 21Q: 3 clusters Score -89486.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -89486.984375 Penalty: 702.884460
	Iteration 22Q: 3 clusters Score -89486.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -89488.460938 Penalty: 702.884460
	Iteration 23Q: 3 clusters Score -89488.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -89489.523438 Penalty: 702.884460
	Iteration 24Q: 3 clusters Score -89489.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -89489.523438 Penalty: 702.884460
	Iteration 25F: 3 clusters Score -89489.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Entering Unmasked Estep 
Score: -223629.984375 Penalty: 393.486084
	Iteration 0F: 2 clusters Score -223630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -219794.187500 Penalty: 786.972168
	Iteration 0F: 3 clusters Score -219794.2 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -221543.906250 Penalty: 786.972168
	Iteration 1F: 3 clusters Score -221543.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -221889.906250 Penalty: 786.972168
	Iteration 2F: 3 clusters Score -221889.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -222179.187500 Penalty: 786.972168
	Iteration 3F: 3 clusters Score -222179.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -222431.187500 Penalty: 786.972168
	Iteration 4F: 3 clusters Score -222431.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -222621.734375 Penalty: 786.972168
	Iteration 5Q: 3 clusters Score -222621.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -222775.296875 Penalty: 786.972168
	Iteration 6Q: 3 clusters Score -222775.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -222928.890625 Penalty: 786.972168
	Iteration 7Q: 3 clusters Score -222928.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -223039.859375 Penalty: 786.972168
	Iteration 8Q: 3 clusters Score -223039.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -223125.750000 Penalty: 786.972168
	Iteration 9Q: 3 clusters Score -223125.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -223186.937500 Penalty: 786.972168
	Iteration 10Q: 3 clusters Score -223186.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -223221.750000 Penalty: 786.972168
	Iteration 11Q: 3 clusters Score -223221.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -223239.031250 Penalty: 786.972168
	Iteration 12Q: 3 clusters Score -223239 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -223259.125000 Penalty: 786.972168
	Iteration 13Q: 3 clusters Score -223259.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -223281.578125 Penalty: 786.972168
	Iteration 14Q: 3 clusters Score -223281.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -223305.000000 Penalty: 786.972168
	Iteration 15Q: 3 clusters Score -223305 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -223316.890625 Penalty: 786.972168
	Iteration 16Q: 3 clusters Score -223316.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -223326.093750 Penalty: 786.972168
	Iteration 17Q: 3 clusters Score -223326.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -223334.359375 Penalty: 786.972168
	Iteration 18Q: 3 clusters Score -223334.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -223337.968750 Penalty: 786.972168
	Iteration 19Q: 3 clusters Score -223338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -223341.000000 Penalty: 786.972168
	Iteration 20F: 3 clusters Score -223341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -223342.734375 Penalty: 786.972168
	Iteration 21Q: 3 clusters Score -223342.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -223343.296875 Penalty: 786.972168
	Iteration 22Q: 3 clusters Score -223343.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -223344.500000 Penalty: 786.972168
	Iteration 23Q: 3 clusters Score -223344.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -223345.234375 Penalty: 786.972168
	Iteration 24Q: 3 clusters Score -223345.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -223345.734375 Penalty: 786.972168
	Iteration 25Q: 3 clusters Score -223345.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -223345.937500 Penalty: 786.972168
	Iteration 26Q: 3 clusters Score -223345.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -223346.734375 Penalty: 786.972168
	Iteration 27Q: 3 clusters Score -223346.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -223347.859375 Penalty: 786.972168
	Iteration 28Q: 3 clusters Score -223347.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -223348.859375 Penalty: 786.972168
	Iteration 29Q: 3 clusters Score -223348.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -223349.546875 Penalty: 786.972168
	Iteration 30Q: 3 clusters Score -223349.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -223349.906250 Penalty: 786.972168
	Iteration 31Q: 3 clusters Score -223349.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -223350.046875 Penalty: 786.972168
	Iteration 32Q: 3 clusters Score -223350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -223350.046875 Penalty: 786.972168
	Iteration 33F: 3 clusters Score -223350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Entering Unmasked Estep 
Score: -265560.187500 Penalty: 397.275818
	Iteration 0F: 2 clusters Score -265560.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -261368.312500 Penalty: 794.551636
	Iteration 0F: 3 clusters Score -261368.3 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -262927.218750 Penalty: 794.551636
	Iteration 1F: 3 clusters Score -262927.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -263118.406250 Penalty: 794.551636
	Iteration 2F: 3 clusters Score -263118.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -263330.187500 Penalty: 794.551636
	Iteration 3F: 3 clusters Score -263330.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -263552.500000 Penalty: 794.551636
	Iteration 4F: 3 clusters Score -263552.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -263829.656250 Penalty: 794.551636
	Iteration 5F: 3 clusters Score -263829.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -264157.781250 Penalty: 794.551636
	Iteration 6F: 3 clusters Score -264157.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -264502.250000 Penalty: 794.551636
	Iteration 7F: 3 clusters Score -264502.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -264789.718750 Penalty: 794.551636
	Iteration 8Q: 3 clusters Score -264789.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -264969.750000 Penalty: 794.551636
	Iteration 9Q: 3 clusters Score -264969.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -265077.468750 Penalty: 794.551636
	Iteration 10Q: 3 clusters Score -265077.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -265134.156250 Penalty: 794.551636
	Iteration 11Q: 3 clusters Score -265134.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -265176.031250 Penalty: 794.551636
	Iteration 12Q: 3 clusters Score -265176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -265193.281250 Penalty: 794.551636
	Iteration 13Q: 3 clusters Score -265193.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -265201.062500 Penalty: 794.551636
	Iteration 14Q: 3 clusters Score -265201.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -265208.750000 Penalty: 794.551636
	Iteration 15Q: 3 clusters Score -265208.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -265215.812500 Penalty: 794.551636
	Iteration 16Q: 3 clusters Score -265215.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -265223.062500 Penalty: 794.551636
	Iteration 17Q: 3 clusters Score -265223.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -265226.281250 Penalty: 794.551636
	Iteration 18Q: 3 clusters Score -265226.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -265228.000000 Penalty: 794.551636
	Iteration 19Q: 3 clusters Score -265228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -265230.718750 Penalty: 794.551636
	Iteration 20F: 3 clusters Score -265230.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -265236.000000 Penalty: 794.551636
	Iteration 21Q: 3 clusters Score -265236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -265238.093750 Penalty: 794.551636
	Iteration 22Q: 3 clusters Score -265238.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -265239.875000 Penalty: 794.551636
	Iteration 23Q: 3 clusters Score -265239.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -265240.781250 Penalty: 794.551636
	Iteration 24Q: 3 clusters Score -265240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -265240.812500 Penalty: 794.551636
	Iteration 25Q: 3 clusters Score -265240.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -265240.812500 Penalty: 794.551636
	Iteration 26F: 3 clusters Score -265240.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (11795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Entering Unmasked Estep 
Score: -465634.750000 Penalty: 426.582123
	Iteration 0F: 2 clusters Score -465634.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -457824.187500 Penalty: 853.164246
	Iteration 0F: 3 clusters Score -457824.2 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -461175.281250 Penalty: 853.164246
	Iteration 1F: 3 clusters Score -461175.3 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -461669.125000 Penalty: 853.164246
	Iteration 2F: 3 clusters Score -461669.1 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -462289.093750 Penalty: 853.164246
	Iteration 3F: 3 clusters Score -462289.1 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -462994.937500 Penalty: 853.164246
	Iteration 4F: 3 clusters Score -462994.9 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -463617.343750 Penalty: 853.164246
	Iteration 5F: 3 clusters Score -463617.3 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -464159.843750 Penalty: 853.164246
	Iteration 6F: 3 clusters Score -464159.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -464578.093750 Penalty: 853.164246
	Iteration 7Q: 3 clusters Score -464578.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -464883.718750 Penalty: 853.164246
	Iteration 8Q: 3 clusters Score -464883.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -465074.500000 Penalty: 853.164246
	Iteration 9Q: 3 clusters Score -465074.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -465158.281250 Penalty: 853.164246
	Iteration 10Q: 3 clusters Score -465158.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -465213.187500 Penalty: 853.164246
	Iteration 11Q: 3 clusters Score -465213.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -465229.343750 Penalty: 853.164246
	Iteration 12Q: 3 clusters Score -465229.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -465247.218750 Penalty: 853.164246
	Iteration 13Q: 3 clusters Score -465247.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -465259.031250 Penalty: 853.164246
	Iteration 14Q: 3 clusters Score -465259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -465269.937500 Penalty: 853.164246
	Iteration 15Q: 3 clusters Score -465269.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -465276.656250 Penalty: 853.164246
	Iteration 16Q: 3 clusters Score -465276.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -465281.031250 Penalty: 853.164246
	Iteration 17Q: 3 clusters Score -465281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -465283.656250 Penalty: 853.164246
	Iteration 18Q: 3 clusters Score -465283.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -465285.281250 Penalty: 853.164246
	Iteration 19Q: 3 clusters Score -465285.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -465289.812500 Penalty: 853.164246
	Iteration 20F: 3 clusters Score -465289.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -465291.406250 Penalty: 853.164246
	Iteration 21Q: 3 clusters Score -465291.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -465293.093750 Penalty: 853.164246
	Iteration 22Q: 3 clusters Score -465293.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -465293.437500 Penalty: 853.164246
	Iteration 23Q: 3 clusters Score -465293.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -465293.812500 Penalty: 853.164246
	Iteration 24Q: 3 clusters Score -465293.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -465294.718750 Penalty: 853.164246
	Iteration 25Q: 3 clusters Score -465294.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -465294.718750 Penalty: 853.164246
	Iteration 26F: 3 clusters Score -465294.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6613 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2750 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 27545 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 3475 members 
Mstep: Class 10 contains 6059 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 5128 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 443 members 
Mstep: Class 19 contains 1038 members 
Mstep: Class 20 contains 3212 members 
Mstep: Class 21 contains 12720 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 1316 members 
Mstep: Class 28 contains 1876 members 
Mstep: Class 29 contains 1732 members 
Mstep: Class 30 contains 1794 members 
Mstep: Class 31 contains 2685 members 
Mstep: Class 32 contains 1336 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 284832 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 2262 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 6194 members 
Mstep: Class 44 contains 11795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354612.000000 Penalty: 30714.316406
Iteration 159Q: 51 clusters Score -2.835461e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6626 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2751 members 
Mstep: Class 6 contains 2003 members 
Mstep: Class 7 contains 27835 members 
Mstep: Class 8 contains 1956 members 
Mstep: Class 9 contains 3662 members 
Mstep: Class 10 contains 6068 members 
Mstep: Class 11 contains 3335 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 2128 members 
Mstep: Class 14 contains 5083 members 
Mstep: Class 15 contains 4359 members 
Mstep: Class 16 contains 1811 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1058 members 
Mstep: Class 20 contains 3257 members 
Mstep: Class 21 contains 12831 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 662 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 1338 members 
Mstep: Class 28 contains 1927 members 
Mstep: Class 29 contains 1728 members 
Mstep: Class 30 contains 1794 members 
Mstep: Class 31 contains 2677 members 
Mstep: Class 32 contains 1431 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 1698 members 
Mstep: Class 35 contains 285072 members 
Mstep: Class 36 contains 370 members 
Mstep: Class 37 contains 504 members 
Mstep: Class 38 contains 1889 members 
Mstep: Class 39 contains 213 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2232 members 
Mstep: Class 42 contains 5783 members 
Mstep: Class 43 contains 6265 members 
Mstep: Class 44 contains 11896 members 
Mstep: Class 45 contains 57831 members 
Mstep: Class 46 contains 213928 members 
Mstep: Class 47 contains 728 members 
Mstep: Class 48 contains 2567 members 
Mstep: Class 49 contains 24898 members 
Mstep: Class 50 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 551.043274 but Gain 614.287109
Score: -28355792.000000 Penalty: 30100.029297
Iteration 160F: 50 clusters Score -2.835579e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6619 members 
Mstep: Class 3 contains 4055 members 
Mstep: Class 5 contains 2735 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 27555 members 
Mstep: Class 8 contains 1943 members 
Mstep: Class 9 contains 3635 members 
Mstep: Class 10 contains 6072 members 
Mstep: Class 11 contains 3327 members 
Mstep: Class 12 contains 1620 members 
Mstep: Class 13 contains 2264 members 
Mstep: Class 14 contains 5044 members 
Mstep: Class 15 contains 4365 members 
Mstep: Class 16 contains 1813 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 1062 members 
Mstep: Class 20 contains 3295 members 
Mstep: Class 21 contains 12844 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 656 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 1354 members 
Mstep: Class 28 contains 1955 members 
Mstep: Class 29 contains 1680 members 
Mstep: Class 30 contains 1794 members 
Mstep: Class 31 contains 2674 members 
Mstep: Class 32 contains 1506 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 1693 members 
Mstep: Class 35 contains 285004 members 
Mstep: Class 36 contains 364 members 
Mstep: Class 37 contains 499 members 
Mstep: Class 38 contains 1859 members 
Mstep: Class 39 contains 214 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2210 members 
Mstep: Class 42 contains 5795 members 
Mstep: Class 43 contains 6328 members 
Mstep: Class 44 contains 11886 members 
Mstep: Class 45 contains 58507 members 
Mstep: Class 46 contains 214154 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 2578 members 
Mstep: Class 49 contains 24932 members 
Mstep: Class 50 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357014.000000 Penalty: 30100.029297
Iteration 161Q: 50 clusters Score -2.835701e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6601 members 
Mstep: Class 3 contains 4049 members 
Mstep: Class 5 contains 2721 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 27391 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 3557 members 
Mstep: Class 10 contains 6072 members 
Mstep: Class 11 contains 3324 members 
Mstep: Class 12 contains 1620 members 
Mstep: Class 13 contains 2378 members 
Mstep: Class 14 contains 4997 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 459 members 
Mstep: Class 19 contains 1068 members 
Mstep: Class 20 contains 3326 members 
Mstep: Class 21 contains 12860 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1561 members 
Mstep: Class 25 contains 652 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 1980 members 
Mstep: Class 29 contains 1653 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 2668 members 
Mstep: Class 32 contains 1594 members 
Mstep: Class 33 contains 127 members 
Mstep: Class 34 contains 1691 members 
Mstep: Class 35 contains 284954 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 1854 members 
Mstep: Class 39 contains 215 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2197 members 
Mstep: Class 42 contains 5810 members 
Mstep: Class 43 contains 6375 members 
Mstep: Class 44 contains 11872 members 
Mstep: Class 45 contains 58433 members 
Mstep: Class 46 contains 214320 members 
Mstep: Class 47 contains 727 members 
Mstep: Class 48 contains 2584 members 
Mstep: Class 49 contains 24937 members 
Mstep: Class 50 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357396.000000 Penalty: 30100.029297
Iteration 162Q: 50 clusters Score -2.83574e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 6593 members 
Mstep: Class 3 contains 4052 members 
Mstep: Class 5 contains 2717 members 
Mstep: Class 6 contains 2025 members 
Mstep: Class 7 contains 27277 members 
Mstep: Class 8 contains 1926 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 6072 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 1621 members 
Mstep: Class 13 contains 2464 members 
Mstep: Class 14 contains 4948 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 461 members 
Mstep: Class 19 contains 1074 members 
Mstep: Class 20 contains 3336 members 
Mstep: Class 21 contains 12879 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1561 members 
Mstep: Class 25 contains 654 members 
Mstep: Class 26 contains 1655 members 
Mstep: Class 27 contains 1362 members 
Mstep: Class 28 contains 2004 members 
Mstep: Class 29 contains 1632 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 2662 members 
Mstep: Class 32 contains 1655 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 1686 members 
Mstep: Class 35 contains 284931 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 499 members 
Mstep: Class 38 contains 1846 members 
Mstep: Class 39 contains 215 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2195 members 
Mstep: Class 42 contains 5822 members 
Mstep: Class 43 contains 6431 members 
Mstep: Class 44 contains 11869 members 
Mstep: Class 45 contains 58373 members 
Mstep: Class 46 contains 214438 members 
Mstep: Class 47 contains 726 members 
Mstep: Class 48 contains 2584 members 
Mstep: Class 49 contains 24947 members 
Mstep: Class 50 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357492.000000 Penalty: 30100.029297
Iteration 163Q: 50 clusters Score -2.835749e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6589 members 
Mstep: Class 3 contains 4054 members 
Mstep: Class 5 contains 2713 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 27183 members 
Mstep: Class 8 contains 1911 members 
Mstep: Class 9 contains 3406 members 
Mstep: Class 10 contains 6073 members 
Mstep: Class 11 contains 3312 members 
Mstep: Class 12 contains 1621 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 4918 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 461 members 
Mstep: Class 19 contains 1075 members 
Mstep: Class 20 contains 3343 members 
Mstep: Class 21 contains 12901 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1561 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 1364 members 
Mstep: Class 28 contains 2018 members 
Mstep: Class 29 contains 1618 members 
Mstep: Class 30 contains 1786 members 
Mstep: Class 31 contains 2654 members 
Mstep: Class 32 contains 1714 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 1681 members 
Mstep: Class 35 contains 284924 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 504 members 
Mstep: Class 38 contains 1840 members 
Mstep: Class 39 contains 214 members 
Mstep: Class 40 contains 1357 members 
Mstep: Class 41 contains 2193 members 
Mstep: Class 42 contains 5829 members 
Mstep: Class 43 contains 6481 members 
Mstep: Class 44 contains 11872 members 
Mstep: Class 45 contains 58320 members 
Mstep: Class 46 contains 214514 members 
Mstep: Class 47 contains 726 members 
Mstep: Class 48 contains 2582 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357576.000000 Penalty: 30100.029297
Iteration 164Q: 50 clusters Score -2.835758e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6591 members 
Mstep: Class 3 contains 4054 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 27103 members 
Mstep: Class 8 contains 1898 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 6074 members 
Mstep: Class 11 contains 3301 members 
Mstep: Class 12 contains 1621 members 
Mstep: Class 13 contains 2604 members 
Mstep: Class 14 contains 4882 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 460 members 
Mstep: Class 19 contains 1073 members 
Mstep: Class 20 contains 3351 members 
Mstep: Class 21 contains 12914 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 654 members 
Mstep: Class 26 contains 1661 members 
Mstep: Class 27 contains 1367 members 
Mstep: Class 28 contains 2042 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 1778 members 
Mstep: Class 31 contains 2642 members 
Mstep: Class 32 contains 1771 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 1677 members 
Mstep: Class 35 contains 284916 members 
Mstep: Class 36 contains 350 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1830 members 
Mstep: Class 39 contains 213 members 
Mstep: Class 40 contains 1357 members 
Mstep: Class 41 contains 2190 members 
Mstep: Class 42 contains 5838 members 
Mstep: Class 43 contains 6531 members 
Mstep: Class 44 contains 11884 members 
Mstep: Class 45 contains 58282 members 
Mstep: Class 46 contains 214528 members 
Mstep: Class 47 contains 726 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24951 members 
Mstep: Class 50 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357768.000000 Penalty: 30100.029297
Iteration 165Q: 50 clusters Score -2.835777e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6591 members 
Mstep: Class 3 contains 4054 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 27037 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 6075 members 
Mstep: Class 11 contains 3289 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 2668 members 
Mstep: Class 14 contains 4866 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 17 contains 1023 members 
Mstep: Class 18 contains 457 members 
Mstep: Class 19 contains 1073 members 
Mstep: Class 20 contains 3353 members 
Mstep: Class 21 contains 12926 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 656 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 1369 members 
Mstep: Class 28 contains 2060 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 1766 members 
Mstep: Class 31 contains 2631 members 
Mstep: Class 32 contains 1827 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 1676 members 
Mstep: Class 35 contains 284907 members 
Mstep: Class 36 contains 348 members 
Mstep: Class 37 contains 511 members 
Mstep: Class 38 contains 1825 members 
Mstep: Class 39 contains 214 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2187 members 
Mstep: Class 42 contains 5841 members 
Mstep: Class 43 contains 6582 members 
Mstep: Class 44 contains 11883 members 
Mstep: Class 45 contains 58265 members 
Mstep: Class 46 contains 214529 members 
Mstep: Class 47 contains 725 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24949 members 
Mstep: Class 50 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357798.000000 Penalty: 30100.029297
Iteration 166Q: 50 clusters Score -2.83578e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6588 members 
Mstep: Class 3 contains 4055 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 26982 members 
Mstep: Class 8 contains 1875 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 6070 members 
Mstep: Class 11 contains 3281 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 4854 members 
Mstep: Class 15 contains 4352 members 
Mstep: Class 16 contains 1830 members 
Mstep: Class 17 contains 1024 members 
Mstep: Class 18 contains 456 members 
Mstep: Class 19 contains 1069 members 
Mstep: Class 20 contains 3354 members 
Mstep: Class 21 contains 12933 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 1570 members 
Mstep: Class 25 contains 656 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 1370 members 
Mstep: Class 28 contains 2069 members 
Mstep: Class 29 contains 1588 members 
Mstep: Class 30 contains 1754 members 
Mstep: Class 31 contains 2626 members 
Mstep: Class 32 contains 1882 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 1675 members 
Mstep: Class 35 contains 284895 members 
Mstep: Class 36 contains 348 members 
Mstep: Class 37 contains 515 members 
Mstep: Class 38 contains 1818 members 
Mstep: Class 39 contains 216 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2186 members 
Mstep: Class 42 contains 5844 members 
Mstep: Class 43 contains 6639 members 
Mstep: Class 44 contains 11888 members 
Mstep: Class 45 contains 58251 members 
Mstep: Class 46 contains 214519 members 
Mstep: Class 47 contains 721 members 
Mstep: Class 48 contains 2582 members 
Mstep: Class 49 contains 24951 members 
Mstep: Class 50 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357918.000000 Penalty: 30100.029297
Iteration 167Q: 50 clusters Score -2.835792e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6586 members 
Mstep: Class 3 contains 4054 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 2058 members 
Mstep: Class 7 contains 26948 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 3299 members 
Mstep: Class 10 contains 6069 members 
Mstep: Class 11 contains 3274 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 2769 members 
Mstep: Class 14 contains 4851 members 
Mstep: Class 15 contains 4350 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 17 contains 1026 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 1069 members 
Mstep: Class 20 contains 3355 members 
Mstep: Class 21 contains 12944 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 656 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2075 members 
Mstep: Class 29 contains 1588 members 
Mstep: Class 30 contains 1745 members 
Mstep: Class 31 contains 2625 members 
Mstep: Class 32 contains 1932 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 1676 members 
Mstep: Class 35 contains 284878 members 
Mstep: Class 36 contains 348 members 
Mstep: Class 37 contains 516 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 216 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5846 members 
Mstep: Class 43 contains 6692 members 
Mstep: Class 44 contains 11891 members 
Mstep: Class 45 contains 58208 members 
Mstep: Class 46 contains 214498 members 
Mstep: Class 47 contains 716 members 
Mstep: Class 48 contains 2581 members 
Mstep: Class 49 contains 24948 members 
Mstep: Class 50 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358010.000000 Penalty: 30100.029297
Iteration 168Q: 50 clusters Score -2.835801e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6585 members 
Mstep: Class 3 contains 4052 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 26926 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 3275 members 
Mstep: Class 10 contains 6069 members 
Mstep: Class 11 contains 3269 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 2802 members 
Mstep: Class 14 contains 4842 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 17 contains 1027 members 
Mstep: Class 18 contains 462 members 
Mstep: Class 19 contains 1070 members 
Mstep: Class 20 contains 3359 members 
Mstep: Class 21 contains 12958 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 657 members 
Mstep: Class 26 contains 1670 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2077 members 
Mstep: Class 29 contains 1585 members 
Mstep: Class 30 contains 1739 members 
Mstep: Class 31 contains 2625 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 1676 members 
Mstep: Class 35 contains 284868 members 
Mstep: Class 36 contains 348 members 
Mstep: Class 37 contains 514 members 
Mstep: Class 38 contains 1814 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5847 members 
Mstep: Class 43 contains 6726 members 
Mstep: Class 44 contains 11881 members 
Mstep: Class 45 contains 58180 members 
Mstep: Class 46 contains 214481 members 
Mstep: Class 47 contains 713 members 
Mstep: Class 48 contains 2581 members 
Mstep: Class 49 contains 24947 members 
Mstep: Class 50 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358042.000000 Penalty: 30100.029297
Iteration 169Q: 50 clusters Score -2.835804e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6580 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2677 members 
Mstep: Class 6 contains 2069 members 
Mstep: Class 7 contains 26912 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 3269 members 
Mstep: Class 10 contains 6068 members 
Mstep: Class 11 contains 3266 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 2828 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 4351 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1027 members 
Mstep: Class 18 contains 465 members 
Mstep: Class 19 contains 1073 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 12967 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 657 members 
Mstep: Class 26 contains 1671 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2075 members 
Mstep: Class 29 contains 1583 members 
Mstep: Class 30 contains 1733 members 
Mstep: Class 31 contains 2628 members 
Mstep: Class 32 contains 2009 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 1673 members 
Mstep: Class 35 contains 284865 members 
Mstep: Class 36 contains 349 members 
Mstep: Class 37 contains 512 members 
Mstep: Class 38 contains 1814 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5847 members 
Mstep: Class 43 contains 6759 members 
Mstep: Class 44 contains 11870 members 
Mstep: Class 45 contains 58153 members 
Mstep: Class 46 contains 214455 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2581 members 
Mstep: Class 49 contains 24951 members 
Mstep: Class 50 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358014.000000 Penalty: 30100.029297
Iteration 170Q: 50 clusters Score -2.835801e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2675 members 
Mstep: Class 6 contains 2071 members 
Mstep: Class 7 contains 26897 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 3264 members 
Mstep: Class 10 contains 6069 members 
Mstep: Class 11 contains 3263 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2848 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 4349 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1028 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 3369 members 
Mstep: Class 21 contains 12974 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 1671 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2072 members 
Mstep: Class 29 contains 1582 members 
Mstep: Class 30 contains 1721 members 
Mstep: Class 31 contains 2629 members 
Mstep: Class 32 contains 2034 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 1673 members 
Mstep: Class 35 contains 284871 members 
Mstep: Class 36 contains 348 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1814 members 
Mstep: Class 39 contains 218 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5848 members 
Mstep: Class 43 contains 6797 members 
Mstep: Class 44 contains 11868 members 
Mstep: Class 45 contains 58131 members 
Mstep: Class 46 contains 214419 members 
Mstep: Class 47 contains 713 members 
Mstep: Class 48 contains 2581 members 
Mstep: Class 49 contains 24954 members 
Mstep: Class 50 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358040.000000 Penalty: 30100.029297
Iteration 171Q: 50 clusters Score -2.835804e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6574 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 2073 members 
Mstep: Class 7 contains 26878 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 3269 members 
Mstep: Class 10 contains 6073 members 
Mstep: Class 11 contains 3263 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 4832 members 
Mstep: Class 15 contains 4344 members 
Mstep: Class 16 contains 1825 members 
Mstep: Class 17 contains 1029 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 20 contains 3367 members 
Mstep: Class 21 contains 12975 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 657 members 
Mstep: Class 26 contains 1671 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2071 members 
Mstep: Class 29 contains 1582 members 
Mstep: Class 30 contains 1714 members 
Mstep: Class 31 contains 2628 members 
Mstep: Class 32 contains 2053 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 284872 members 
Mstep: Class 36 contains 348 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1814 members 
Mstep: Class 39 contains 219 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5849 members 
Mstep: Class 43 contains 6842 members 
Mstep: Class 44 contains 11873 members 
Mstep: Class 45 contains 58116 members 
Mstep: Class 46 contains 214384 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2581 members 
Mstep: Class 49 contains 24954 members 
Mstep: Class 50 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358060.000000 Penalty: 30100.029297
Iteration 172Q: 50 clusters Score -2.835806e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6571 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2672 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 26868 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 3264 members 
Mstep: Class 10 contains 6077 members 
Mstep: Class 11 contains 3262 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2864 members 
Mstep: Class 14 contains 4832 members 
Mstep: Class 15 contains 4343 members 
Mstep: Class 16 contains 1825 members 
Mstep: Class 17 contains 1030 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 12978 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 655 members 
Mstep: Class 26 contains 1672 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2071 members 
Mstep: Class 29 contains 1580 members 
Mstep: Class 30 contains 1705 members 
Mstep: Class 31 contains 2625 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 284877 members 
Mstep: Class 36 contains 348 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1814 members 
Mstep: Class 39 contains 219 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5852 members 
Mstep: Class 43 contains 6879 members 
Mstep: Class 44 contains 11873 members 
Mstep: Class 45 contains 58090 members 
Mstep: Class 46 contains 214359 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2581 members 
Mstep: Class 49 contains 24953 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358000.000000 Penalty: 30100.029297
Iteration 173Q: 50 clusters Score -2.8358e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6567 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2670 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 26854 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 3256 members 
Mstep: Class 10 contains 6077 members 
Mstep: Class 11 contains 3261 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2875 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 4346 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 1031 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1074 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 12983 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 654 members 
Mstep: Class 26 contains 1672 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2073 members 
Mstep: Class 29 contains 1579 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 2623 members 
Mstep: Class 32 contains 2094 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 284883 members 
Mstep: Class 36 contains 348 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1814 members 
Mstep: Class 39 contains 219 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5853 members 
Mstep: Class 43 contains 6915 members 
Mstep: Class 44 contains 11873 members 
Mstep: Class 45 contains 58080 members 
Mstep: Class 46 contains 214331 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2581 members 
Mstep: Class 49 contains 24951 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358084.000000 Penalty: 30100.029297
Iteration 174Q: 50 clusters Score -2.835808e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6566 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2670 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 26833 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 3259 members 
Mstep: Class 10 contains 6080 members 
Mstep: Class 11 contains 3258 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 4829 members 
Mstep: Class 15 contains 4344 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 1031 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1075 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 12985 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 654 members 
Mstep: Class 26 contains 1673 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2079 members 
Mstep: Class 29 contains 1577 members 
Mstep: Class 30 contains 1689 members 
Mstep: Class 31 contains 2623 members 
Mstep: Class 32 contains 2111 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 284894 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1813 members 
Mstep: Class 39 contains 221 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5855 members 
Mstep: Class 43 contains 6947 members 
Mstep: Class 44 contains 11881 members 
Mstep: Class 45 contains 58065 members 
Mstep: Class 46 contains 214290 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2581 members 
Mstep: Class 49 contains 24946 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358124.000000 Penalty: 30100.029297
Iteration 175Q: 50 clusters Score -2.835812e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6563 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2671 members 
Mstep: Class 6 contains 2093 members 
Mstep: Class 7 contains 26817 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 3253 members 
Mstep: Class 10 contains 6080 members 
Mstep: Class 11 contains 3257 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2882 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 4340 members 
Mstep: Class 16 contains 1820 members 
Mstep: Class 17 contains 1032 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 20 contains 3368 members 
Mstep: Class 21 contains 12990 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1671 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2084 members 
Mstep: Class 29 contains 1576 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2623 members 
Mstep: Class 32 contains 2123 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 284907 members 
Mstep: Class 36 contains 346 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 221 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5855 members 
Mstep: Class 43 contains 6975 members 
Mstep: Class 44 contains 11895 members 
Mstep: Class 45 contains 58054 members 
Mstep: Class 46 contains 214253 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2581 members 
Mstep: Class 49 contains 24943 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358130.000000 Penalty: 30100.029297
Iteration 176Q: 50 clusters Score -2.835813e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6562 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2671 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 26804 members 
Mstep: Class 8 contains 1869 members 
Mstep: Class 9 contains 3249 members 
Mstep: Class 10 contains 6080 members 
Mstep: Class 11 contains 3256 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2884 members 
Mstep: Class 14 contains 4829 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 3368 members 
Mstep: Class 21 contains 12993 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 652 members 
Mstep: Class 26 contains 1672 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2624 members 
Mstep: Class 32 contains 2128 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 284907 members 
Mstep: Class 36 contains 346 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 221 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5855 members 
Mstep: Class 43 contains 7000 members 
Mstep: Class 44 contains 11906 members 
Mstep: Class 45 contains 58047 members 
Mstep: Class 46 contains 214223 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2581 members 
Mstep: Class 49 contains 24942 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358126.000000 Penalty: 30100.029297
Iteration 177Q: 50 clusters Score -2.835813e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2671 members 
Mstep: Class 6 contains 2101 members 
Mstep: Class 7 contains 26794 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 3244 members 
Mstep: Class 10 contains 6082 members 
Mstep: Class 11 contains 3256 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2884 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 1822 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 12997 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 651 members 
Mstep: Class 26 contains 1672 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 1574 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2621 members 
Mstep: Class 32 contains 2131 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 284908 members 
Mstep: Class 36 contains 346 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5855 members 
Mstep: Class 43 contains 7022 members 
Mstep: Class 44 contains 11920 members 
Mstep: Class 45 contains 58042 members 
Mstep: Class 46 contains 214195 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2581 members 
Mstep: Class 49 contains 24938 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358106.000000 Penalty: 30100.029297
Iteration 178Q: 50 clusters Score -2.835811e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6560 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2671 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 26784 members 
Mstep: Class 8 contains 1873 members 
Mstep: Class 9 contains 3243 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2884 members 
Mstep: Class 14 contains 4829 members 
Mstep: Class 15 contains 4337 members 
Mstep: Class 16 contains 1822 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1081 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 12999 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 652 members 
Mstep: Class 26 contains 1672 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2099 members 
Mstep: Class 29 contains 1573 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2616 members 
Mstep: Class 32 contains 2137 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 284910 members 
Mstep: Class 36 contains 346 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5855 members 
Mstep: Class 43 contains 7039 members 
Mstep: Class 44 contains 11928 members 
Mstep: Class 45 contains 58037 members 
Mstep: Class 46 contains 214172 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2581 members 
Mstep: Class 49 contains 24931 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358140.000000 Penalty: 30100.029297
Iteration 179Q: 50 clusters Score -2.835814e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2671 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 26780 members 
Mstep: Class 8 contains 1878 members 
Mstep: Class 9 contains 3241 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2884 members 
Mstep: Class 14 contains 4829 members 
Mstep: Class 15 contains 4336 members 
Mstep: Class 16 contains 1822 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 13001 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 651 members 
Mstep: Class 26 contains 1672 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2103 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2608 members 
Mstep: Class 32 contains 2131 members 
Mstep: Class 33 contains 130 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 284934 members 
Mstep: Class 36 contains 346 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5855 members 
Mstep: Class 43 contains 7055 members 
Mstep: Class 44 contains 11935 members 
Mstep: Class 45 contains 58034 members 
Mstep: Class 46 contains 214147 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2581 members 
Mstep: Class 49 contains 24929 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358126.000000 Penalty: 30100.029297
Iteration 180F: 50 clusters Score -2.835813e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2670 members 
Mstep: Class 6 contains 2110 members 
Mstep: Class 7 contains 26775 members 
Mstep: Class 8 contains 1879 members 
Mstep: Class 9 contains 3245 members 
Mstep: Class 10 contains 6086 members 
Mstep: Class 11 contains 3255 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2884 members 
Mstep: Class 14 contains 4829 members 
Mstep: Class 15 contains 4336 members 
Mstep: Class 16 contains 1822 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 13004 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1671 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2102 members 
Mstep: Class 29 contains 1569 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2605 members 
Mstep: Class 32 contains 2127 members 
Mstep: Class 33 contains 130 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 284946 members 
Mstep: Class 36 contains 346 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5855 members 
Mstep: Class 43 contains 7068 members 
Mstep: Class 44 contains 11940 members 
Mstep: Class 45 contains 58031 members 
Mstep: Class 46 contains 214118 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2581 members 
Mstep: Class 49 contains 24932 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358106.000000 Penalty: 30100.029297
Iteration 181Q: 50 clusters Score -2.835811e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2667 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 26771 members 
Mstep: Class 8 contains 1879 members 
Mstep: Class 9 contains 3241 members 
Mstep: Class 10 contains 6086 members 
Mstep: Class 11 contains 3257 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2884 members 
Mstep: Class 14 contains 4829 members 
Mstep: Class 15 contains 4331 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3367 members 
Mstep: Class 21 contains 13011 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1672 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2100 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2603 members 
Mstep: Class 32 contains 2115 members 
Mstep: Class 33 contains 130 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 284955 members 
Mstep: Class 36 contains 346 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5855 members 
Mstep: Class 43 contains 7087 members 
Mstep: Class 44 contains 11945 members 
Mstep: Class 45 contains 58033 members 
Mstep: Class 46 contains 214098 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2581 members 
Mstep: Class 49 contains 24935 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358118.000000 Penalty: 30100.029297
Iteration 182Q: 50 clusters Score -2.835812e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2668 members 
Mstep: Class 6 contains 2114 members 
Mstep: Class 7 contains 26768 members 
Mstep: Class 8 contains 1879 members 
Mstep: Class 9 contains 3234 members 
Mstep: Class 10 contains 6086 members 
Mstep: Class 11 contains 3257 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2884 members 
Mstep: Class 14 contains 4829 members 
Mstep: Class 15 contains 4331 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3368 members 
Mstep: Class 21 contains 13015 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1671 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2095 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2600 members 
Mstep: Class 32 contains 2103 members 
Mstep: Class 33 contains 130 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 284964 members 
Mstep: Class 36 contains 346 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5856 members 
Mstep: Class 43 contains 7108 members 
Mstep: Class 44 contains 11957 members 
Mstep: Class 45 contains 58036 members 
Mstep: Class 46 contains 214074 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2581 members 
Mstep: Class 49 contains 24940 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358150.000000 Penalty: 30100.029297
Iteration 183Q: 50 clusters Score -2.835815e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2667 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 26762 members 
Mstep: Class 8 contains 1879 members 
Mstep: Class 9 contains 3233 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3260 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2885 members 
Mstep: Class 14 contains 4829 members 
Mstep: Class 15 contains 4333 members 
Mstep: Class 16 contains 1820 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3367 members 
Mstep: Class 21 contains 13016 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1671 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 1562 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2597 members 
Mstep: Class 32 contains 2097 members 
Mstep: Class 33 contains 130 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 284975 members 
Mstep: Class 36 contains 346 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5856 members 
Mstep: Class 43 contains 7120 members 
Mstep: Class 44 contains 11960 members 
Mstep: Class 45 contains 58031 members 
Mstep: Class 46 contains 214059 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2582 members 
Mstep: Class 49 contains 24947 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358132.000000 Penalty: 30100.029297
Iteration 184Q: 50 clusters Score -2.835813e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2131 members 
Mstep: Class 7 contains 26762 members 
Mstep: Class 8 contains 1878 members 
Mstep: Class 9 contains 3230 members 
Mstep: Class 10 contains 6086 members 
Mstep: Class 11 contains 3262 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2885 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 4337 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1081 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 13019 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1671 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2089 members 
Mstep: Class 29 contains 1557 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2596 members 
Mstep: Class 32 contains 2088 members 
Mstep: Class 33 contains 130 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 284975 members 
Mstep: Class 36 contains 346 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5856 members 
Mstep: Class 43 contains 7129 members 
Mstep: Class 44 contains 11956 members 
Mstep: Class 45 contains 58026 members 
Mstep: Class 46 contains 214051 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24953 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358154.000000 Penalty: 30100.029297
Iteration 185Q: 50 clusters Score -2.835815e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2663 members 
Mstep: Class 6 contains 2134 members 
Mstep: Class 7 contains 26764 members 
Mstep: Class 8 contains 1880 members 
Mstep: Class 9 contains 3228 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3263 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2885 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1081 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 13022 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1670 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2092 members 
Mstep: Class 29 contains 1556 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2598 members 
Mstep: Class 32 contains 2083 members 
Mstep: Class 33 contains 130 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 284979 members 
Mstep: Class 36 contains 346 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5856 members 
Mstep: Class 43 contains 7135 members 
Mstep: Class 44 contains 11958 members 
Mstep: Class 45 contains 58023 members 
Mstep: Class 46 contains 214033 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24952 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358136.000000 Penalty: 30100.029297
Iteration 186Q: 50 clusters Score -2.835814e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2660 members 
Mstep: Class 6 contains 2137 members 
Mstep: Class 7 contains 26763 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 3226 members 
Mstep: Class 10 contains 6086 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2886 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 4347 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1081 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 13024 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2096 members 
Mstep: Class 29 contains 1550 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2599 members 
Mstep: Class 32 contains 2077 members 
Mstep: Class 33 contains 130 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 284988 members 
Mstep: Class 36 contains 346 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5855 members 
Mstep: Class 43 contains 7139 members 
Mstep: Class 44 contains 11964 members 
Mstep: Class 45 contains 58027 members 
Mstep: Class 46 contains 214005 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24955 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358184.000000 Penalty: 30100.029297
Iteration 187Q: 50 clusters Score -2.835818e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2660 members 
Mstep: Class 6 contains 2141 members 
Mstep: Class 7 contains 26760 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 3223 members 
Mstep: Class 10 contains 6086 members 
Mstep: Class 11 contains 3266 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 4349 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1081 members 
Mstep: Class 20 contains 3376 members 
Mstep: Class 21 contains 13026 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1668 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2102 members 
Mstep: Class 29 contains 1543 members 
Mstep: Class 30 contains 1685 members 
Mstep: Class 31 contains 2599 members 
Mstep: Class 32 contains 2075 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 284990 members 
Mstep: Class 36 contains 346 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5855 members 
Mstep: Class 43 contains 7142 members 
Mstep: Class 44 contains 11973 members 
Mstep: Class 45 contains 58021 members 
Mstep: Class 46 contains 213987 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358168.000000 Penalty: 30100.029297
Iteration 188Q: 50 clusters Score -2.835817e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2664 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 7 contains 26760 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3266 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 4352 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1081 members 
Mstep: Class 20 contains 3376 members 
Mstep: Class 21 contains 13028 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2104 members 
Mstep: Class 29 contains 1543 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2598 members 
Mstep: Class 32 contains 2070 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 284995 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5856 members 
Mstep: Class 43 contains 7148 members 
Mstep: Class 44 contains 11983 members 
Mstep: Class 45 contains 58014 members 
Mstep: Class 46 contains 213967 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24953 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358192.000000 Penalty: 30100.029297
Iteration 189Q: 50 clusters Score -2.835819e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2663 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 26759 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 3218 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3265 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1080 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 13029 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2104 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1686 members 
Mstep: Class 31 contains 2597 members 
Mstep: Class 32 contains 2064 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285000 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 11997 members 
Mstep: Class 45 contains 58010 members 
Mstep: Class 46 contains 213943 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24953 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358226.000000 Penalty: 30100.029297
Iteration 190Q: 50 clusters Score -2.835823e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2663 members 
Mstep: Class 6 contains 2168 members 
Mstep: Class 7 contains 26759 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 3217 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3263 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1080 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 13031 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2103 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1685 members 
Mstep: Class 31 contains 2598 members 
Mstep: Class 32 contains 2062 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285002 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7165 members 
Mstep: Class 44 contains 12009 members 
Mstep: Class 45 contains 58001 members 
Mstep: Class 46 contains 213921 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24954 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358226.000000 Penalty: 30100.029297
Iteration 191Q: 50 clusters Score -2.835823e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2663 members 
Mstep: Class 6 contains 2174 members 
Mstep: Class 7 contains 26756 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 3215 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3260 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1080 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 13032 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1668 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2600 members 
Mstep: Class 32 contains 2060 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285004 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7179 members 
Mstep: Class 44 contains 12009 members 
Mstep: Class 45 contains 58003 members 
Mstep: Class 46 contains 213903 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358226.000000 Penalty: 30100.029297
Iteration 192Q: 50 clusters Score -2.835823e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2663 members 
Mstep: Class 6 contains 2181 members 
Mstep: Class 7 contains 26751 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 3213 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3257 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 4829 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1080 members 
Mstep: Class 20 contains 3378 members 
Mstep: Class 21 contains 13034 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2602 members 
Mstep: Class 32 contains 2058 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285007 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7186 members 
Mstep: Class 44 contains 12012 members 
Mstep: Class 45 contains 58003 members 
Mstep: Class 46 contains 213884 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358214.000000 Penalty: 30100.029297
Iteration 193Q: 50 clusters Score -2.835821e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2663 members 
Mstep: Class 6 contains 2187 members 
Mstep: Class 7 contains 26750 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 3209 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 4356 members 
Mstep: Class 16 contains 1831 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1080 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 13033 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1665 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2601 members 
Mstep: Class 32 contains 2053 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285010 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7192 members 
Mstep: Class 44 contains 12024 members 
Mstep: Class 45 contains 58000 members 
Mstep: Class 46 contains 213872 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358274.000000 Penalty: 30100.029297
Iteration 194Q: 50 clusters Score -2.835827e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2664 members 
Mstep: Class 6 contains 2193 members 
Mstep: Class 7 contains 26747 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 3210 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 4827 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 1831 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1080 members 
Mstep: Class 20 contains 3379 members 
Mstep: Class 21 contains 13036 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1665 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2601 members 
Mstep: Class 32 contains 2046 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285024 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7195 members 
Mstep: Class 44 contains 12030 members 
Mstep: Class 45 contains 57992 members 
Mstep: Class 46 contains 213860 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358270.000000 Penalty: 30100.029297
Iteration 195Q: 50 clusters Score -2.835827e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2198 members 
Mstep: Class 7 contains 26747 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3211 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 4827 members 
Mstep: Class 15 contains 4352 members 
Mstep: Class 16 contains 1833 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1080 members 
Mstep: Class 20 contains 3378 members 
Mstep: Class 21 contains 13034 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2602 members 
Mstep: Class 32 contains 2047 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285034 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7203 members 
Mstep: Class 44 contains 12034 members 
Mstep: Class 45 contains 57980 members 
Mstep: Class 46 contains 213847 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358244.000000 Penalty: 30100.029297
Iteration 196Q: 50 clusters Score -2.835824e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 26747 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3210 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 4827 members 
Mstep: Class 15 contains 4351 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1080 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13034 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2599 members 
Mstep: Class 32 contains 2043 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285041 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7209 members 
Mstep: Class 44 contains 12043 members 
Mstep: Class 45 contains 57974 members 
Mstep: Class 46 contains 213835 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358212.000000 Penalty: 30100.029297
Iteration 197Q: 50 clusters Score -2.835821e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2198 members 
Mstep: Class 7 contains 26743 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3209 members 
Mstep: Class 10 contains 6083 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 4827 members 
Mstep: Class 15 contains 4348 members 
Mstep: Class 16 contains 1835 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1081 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13033 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2590 members 
Mstep: Class 32 contains 2041 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285054 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7220 members 
Mstep: Class 44 contains 12062 members 
Mstep: Class 45 contains 57962 members 
Mstep: Class 46 contains 213825 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358258.000000 Penalty: 30100.029297
Iteration 198Q: 50 clusters Score -2.835826e+07 nChanged 75
Entering ConstructFrom: 
Score: -28358258.000000 Penalty: 30100.029297
Entering ConstructFrom: 
Trying to split cluster 1 (3764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Entering Unmasked Estep 
Score: -145486.203125 Penalty: 374.612305
	Iteration 0F: 2 clusters Score -145486.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -142938.843750 Penalty: 749.224609
	Iteration 0F: 3 clusters Score -142938.8 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -143922.890625 Penalty: 749.224609
	Iteration 1F: 3 clusters Score -143922.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -144051.109375 Penalty: 749.224609
	Iteration 2F: 3 clusters Score -144051.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -144166.453125 Penalty: 749.224609
	Iteration 3F: 3 clusters Score -144166.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -144268.156250 Penalty: 749.224609
	Iteration 4F: 3 clusters Score -144268.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -144383.000000 Penalty: 749.224609
	Iteration 5Q: 3 clusters Score -144383 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -144491.281250 Penalty: 749.224609
	Iteration 6Q: 3 clusters Score -144491.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -144598.093750 Penalty: 749.224609
	Iteration 7Q: 3 clusters Score -144598.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -144664.093750 Penalty: 749.224609
	Iteration 8Q: 3 clusters Score -144664.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -144710.937500 Penalty: 749.224609
	Iteration 9Q: 3 clusters Score -144710.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -144742.890625 Penalty: 749.224609
	Iteration 10Q: 3 clusters Score -144742.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -144781.515625 Penalty: 749.224609
	Iteration 11Q: 3 clusters Score -144781.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -144815.453125 Penalty: 749.224609
	Iteration 12Q: 3 clusters Score -144815.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -144844.546875 Penalty: 749.224609
	Iteration 13Q: 3 clusters Score -144844.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -144870.250000 Penalty: 749.224609
	Iteration 14Q: 3 clusters Score -144870.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -144885.015625 Penalty: 749.224609
	Iteration 15Q: 3 clusters Score -144885 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -144898.406250 Penalty: 749.224609
	Iteration 16Q: 3 clusters Score -144898.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -144908.828125 Penalty: 749.224609
	Iteration 17Q: 3 clusters Score -144908.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -144918.406250 Penalty: 749.224609
	Iteration 18Q: 3 clusters Score -144918.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -144936.218750 Penalty: 749.224609
	Iteration 19Q: 3 clusters Score -144936.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -144955.937500 Penalty: 749.224609
	Iteration 20F: 3 clusters Score -144955.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -144979.890625 Penalty: 749.224609
	Iteration 21Q: 3 clusters Score -144979.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -145005.734375 Penalty: 749.224609
	Iteration 22Q: 3 clusters Score -145005.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -145029.328125 Penalty: 749.224609
	Iteration 23Q: 3 clusters Score -145029.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -145051.328125 Penalty: 749.224609
	Iteration 24Q: 3 clusters Score -145051.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -145076.015625 Penalty: 749.224609
	Iteration 25Q: 3 clusters Score -145076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -145097.750000 Penalty: 749.224609
	Iteration 26Q: 3 clusters Score -145097.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -145116.718750 Penalty: 749.224609
	Iteration 27Q: 3 clusters Score -145116.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -145129.312500 Penalty: 749.224609
	Iteration 28Q: 3 clusters Score -145129.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -145139.843750 Penalty: 749.224609
	Iteration 29Q: 3 clusters Score -145139.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -145155.984375 Penalty: 749.224609
	Iteration 30Q: 3 clusters Score -145156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -145172.968750 Penalty: 749.224609
	Iteration 31Q: 3 clusters Score -145173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -145193.656250 Penalty: 749.224609
	Iteration 32Q: 3 clusters Score -145193.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -145212.187500 Penalty: 749.224609
	Iteration 33Q: 3 clusters Score -145212.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -145225.312500 Penalty: 749.224609
	Iteration 34Q: 3 clusters Score -145225.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -145234.484375 Penalty: 749.224609
	Iteration 35Q: 3 clusters Score -145234.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -145240.671875 Penalty: 749.224609
	Iteration 36Q: 3 clusters Score -145240.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -145244.484375 Penalty: 749.224609
	Iteration 37Q: 3 clusters Score -145244.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -145247.765625 Penalty: 749.224609
	Iteration 38Q: 3 clusters Score -145247.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -145249.593750 Penalty: 749.224609
	Iteration 39Q: 3 clusters Score -145249.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -145251.406250 Penalty: 749.224609
	Iteration 40F: 3 clusters Score -145251.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -145252.250000 Penalty: 749.224609
	Iteration 41Q: 3 clusters Score -145252.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -145252.500000 Penalty: 749.224609
	Iteration 42Q: 3 clusters Score -145252.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -145252.875000 Penalty: 749.224609
	Iteration 43Q: 3 clusters Score -145252.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -145252.875000 Penalty: 749.224609
	Iteration 44F: 3 clusters Score -145252.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Entering Unmasked Estep 
Score: -257807.625000 Penalty: 399.818512
	Iteration 0F: 2 clusters Score -257807.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -253404.265625 Penalty: 799.637024
	Iteration 0F: 3 clusters Score -253404.3 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -255149.000000 Penalty: 799.637024
	Iteration 1F: 3 clusters Score -255149 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -255388.078125 Penalty: 799.637024
	Iteration 2F: 3 clusters Score -255388.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -255702.218750 Penalty: 799.637024
	Iteration 3F: 3 clusters Score -255702.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -256035.156250 Penalty: 799.637024
	Iteration 4F: 3 clusters Score -256035.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -256367.281250 Penalty: 799.637024
	Iteration 5F: 3 clusters Score -256367.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -256676.015625 Penalty: 799.637024
	Iteration 6F: 3 clusters Score -256676 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -256859.625000 Penalty: 799.637024
	Iteration 7Q: 3 clusters Score -256859.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -256995.062500 Penalty: 799.637024
	Iteration 8Q: 3 clusters Score -256995.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -257114.281250 Penalty: 799.637024
	Iteration 9Q: 3 clusters Score -257114.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -257227.718750 Penalty: 799.637024
	Iteration 10Q: 3 clusters Score -257227.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -257330.625000 Penalty: 799.637024
	Iteration 11Q: 3 clusters Score -257330.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -257434.140625 Penalty: 799.637024
	Iteration 12Q: 3 clusters Score -257434.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -257505.031250 Penalty: 799.637024
	Iteration 13Q: 3 clusters Score -257505 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -257557.343750 Penalty: 799.637024
	Iteration 14Q: 3 clusters Score -257557.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -257585.453125 Penalty: 799.637024
	Iteration 15Q: 3 clusters Score -257585.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -257600.796875 Penalty: 799.637024
	Iteration 16Q: 3 clusters Score -257600.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -257613.515625 Penalty: 799.637024
	Iteration 17Q: 3 clusters Score -257613.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -257630.750000 Penalty: 799.637024
	Iteration 18Q: 3 clusters Score -257630.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -257643.875000 Penalty: 799.637024
	Iteration 19Q: 3 clusters Score -257643.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -257652.734375 Penalty: 799.637024
	Iteration 20F: 3 clusters Score -257652.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -257659.437500 Penalty: 799.637024
	Iteration 21Q: 3 clusters Score -257659.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -257662.484375 Penalty: 799.637024
	Iteration 22Q: 3 clusters Score -257662.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -257666.953125 Penalty: 799.637024
	Iteration 23Q: 3 clusters Score -257667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -257671.281250 Penalty: 799.637024
	Iteration 24Q: 3 clusters Score -257671.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -257672.546875 Penalty: 799.637024
	Iteration 25Q: 3 clusters Score -257672.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -257673.062500 Penalty: 799.637024
	Iteration 26Q: 3 clusters Score -257673.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -257673.609375 Penalty: 799.637024
	Iteration 27Q: 3 clusters Score -257673.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -257674.078125 Penalty: 799.637024
	Iteration 28Q: 3 clusters Score -257674.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -257674.078125 Penalty: 799.637024
	Iteration 29F: 3 clusters Score -257674.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Entering Unmasked Estep 
Score: -160860.453125 Penalty: 377.955719
	Iteration 0F: 2 clusters Score -160860.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -158069.375000 Penalty: 755.911438
	Iteration 0F: 3 clusters Score -158069.4 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -159109.531250 Penalty: 755.911438
	Iteration 1F: 3 clusters Score -159109.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -159316.828125 Penalty: 755.911438
	Iteration 2F: 3 clusters Score -159316.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -159563.671875 Penalty: 755.911438
	Iteration 3F: 3 clusters Score -159563.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -159841.078125 Penalty: 755.911438
	Iteration 4F: 3 clusters Score -159841.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -160131.156250 Penalty: 755.911438
	Iteration 5F: 3 clusters Score -160131.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -160357.500000 Penalty: 755.911438
	Iteration 6F: 3 clusters Score -160357.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -160476.828125 Penalty: 755.911438
	Iteration 7Q: 3 clusters Score -160476.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -160527.343750 Penalty: 755.911438
	Iteration 8Q: 3 clusters Score -160527.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -160543.031250 Penalty: 755.911438
	Iteration 9Q: 3 clusters Score -160543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -160548.968750 Penalty: 755.911438
	Iteration 10Q: 3 clusters Score -160549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -160557.625000 Penalty: 755.911438
	Iteration 11Q: 3 clusters Score -160557.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -160564.968750 Penalty: 755.911438
	Iteration 12Q: 3 clusters Score -160565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -160568.234375 Penalty: 755.911438
	Iteration 13Q: 3 clusters Score -160568.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -160571.109375 Penalty: 755.911438
	Iteration 14Q: 3 clusters Score -160571.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -160577.031250 Penalty: 755.911438
	Iteration 15Q: 3 clusters Score -160577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -160579.765625 Penalty: 755.911438
	Iteration 16Q: 3 clusters Score -160579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -160581.546875 Penalty: 755.911438
	Iteration 17Q: 3 clusters Score -160581.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -160581.937500 Penalty: 755.911438
	Iteration 18Q: 3 clusters Score -160581.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -160582.484375 Penalty: 755.911438
	Iteration 19Q: 3 clusters Score -160582.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -160583.359375 Penalty: 755.911438
	Iteration 20F: 3 clusters Score -160583.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -160583.828125 Penalty: 755.911438
	Iteration 21Q: 3 clusters Score -160583.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -160584.218750 Penalty: 755.911438
	Iteration 22Q: 3 clusters Score -160584.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -160584.218750 Penalty: 755.911438
	Iteration 23F: 3 clusters Score -160584.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -109879.093750 Penalty: 358.902161
	Iteration 0F: 2 clusters Score -109879.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -108018.742188 Penalty: 717.804321
	Iteration 0F: 3 clusters Score -108018.7 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -108660.492188 Penalty: 717.804321
	Iteration 1F: 3 clusters Score -108660.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -108719.507812 Penalty: 717.804321
	Iteration 2F: 3 clusters Score -108719.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -108792.960938 Penalty: 717.804321
	Iteration 3F: 3 clusters Score -108793 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -108879.625000 Penalty: 717.804321
	Iteration 4F: 3 clusters Score -108879.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -109001.953125 Penalty: 717.804321
	Iteration 5F: 3 clusters Score -109002 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -109157.359375 Penalty: 717.804321
	Iteration 6F: 3 clusters Score -109157.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -109298.296875 Penalty: 717.804321
	Iteration 7F: 3 clusters Score -109298.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -109375.320312 Penalty: 717.804321
	Iteration 8Q: 3 clusters Score -109375.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -109428.976562 Penalty: 717.804321
	Iteration 9Q: 3 clusters Score -109429 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -109472.328125 Penalty: 717.804321
	Iteration 10Q: 3 clusters Score -109472.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -109512.468750 Penalty: 717.804321
	Iteration 11Q: 3 clusters Score -109512.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -109548.421875 Penalty: 717.804321
	Iteration 12Q: 3 clusters Score -109548.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -109564.390625 Penalty: 717.804321
	Iteration 13Q: 3 clusters Score -109564.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -109581.007812 Penalty: 717.804321
	Iteration 14Q: 3 clusters Score -109581 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -109601.554688 Penalty: 717.804321
	Iteration 15Q: 3 clusters Score -109601.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -109619.664062 Penalty: 717.804321
	Iteration 16Q: 3 clusters Score -109619.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -109629.640625 Penalty: 717.804321
	Iteration 17Q: 3 clusters Score -109629.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -109640.070312 Penalty: 717.804321
	Iteration 18Q: 3 clusters Score -109640.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -109647.640625 Penalty: 717.804321
	Iteration 19Q: 3 clusters Score -109647.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -109656.132812 Penalty: 717.804321
	Iteration 20F: 3 clusters Score -109656.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -109668.945312 Penalty: 717.804321
	Iteration 21Q: 3 clusters Score -109668.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -109675.953125 Penalty: 717.804321
	Iteration 22Q: 3 clusters Score -109676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -109680.281250 Penalty: 717.804321
	Iteration 23Q: 3 clusters Score -109680.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -109684.031250 Penalty: 717.804321
	Iteration 24Q: 3 clusters Score -109684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -109685.203125 Penalty: 717.804321
	Iteration 25Q: 3 clusters Score -109685.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -109686.070312 Penalty: 717.804321
	Iteration 26Q: 3 clusters Score -109686.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -109686.976562 Penalty: 717.804321
	Iteration 27Q: 3 clusters Score -109687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -109688.648438 Penalty: 717.804321
	Iteration 28Q: 3 clusters Score -109688.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -109689.875000 Penalty: 717.804321
	Iteration 29Q: 3 clusters Score -109689.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -109690.156250 Penalty: 717.804321
	Iteration 30Q: 3 clusters Score -109690.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -109691.414062 Penalty: 717.804321
	Iteration 31Q: 3 clusters Score -109691.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -109692.937500 Penalty: 717.804321
	Iteration 32Q: 3 clusters Score -109692.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -109692.960938 Penalty: 717.804321
	Iteration 33Q: 3 clusters Score -109693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -109693.289062 Penalty: 717.804321
	Iteration 34Q: 3 clusters Score -109693.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -109693.781250 Penalty: 717.804321
	Iteration 35Q: 3 clusters Score -109693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -109694.554688 Penalty: 717.804321
	Iteration 36Q: 3 clusters Score -109694.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -109696.031250 Penalty: 717.804321
	Iteration 37Q: 3 clusters Score -109696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -109697.929688 Penalty: 717.804321
	Iteration 38Q: 3 clusters Score -109697.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -109700.093750 Penalty: 717.804321
	Iteration 39Q: 3 clusters Score -109700.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -109702.664062 Penalty: 717.804321
	Iteration 40F: 3 clusters Score -109702.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -109707.289062 Penalty: 717.804321
	Iteration 41Q: 3 clusters Score -109707.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -109711.945312 Penalty: 717.804321
	Iteration 42Q: 3 clusters Score -109711.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -109716.101562 Penalty: 717.804321
	Iteration 43Q: 3 clusters Score -109716.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -109718.828125 Penalty: 717.804321
	Iteration 44Q: 3 clusters Score -109718.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -109721.039062 Penalty: 717.804321
	Iteration 45Q: 3 clusters Score -109721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -109723.132812 Penalty: 717.804321
	Iteration 46Q: 3 clusters Score -109723.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -109725.117188 Penalty: 717.804321
	Iteration 47Q: 3 clusters Score -109725.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -109726.460938 Penalty: 717.804321
	Iteration 48Q: 3 clusters Score -109726.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -109726.460938 Penalty: 717.804321
	Iteration 49F: 3 clusters Score -109726.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Entering Unmasked Estep 
Score: -94586.273438 Penalty: 350.239685
	Iteration 0F: 2 clusters Score -94586.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -92994.070312 Penalty: 700.479370
	Iteration 0F: 3 clusters Score -92994.07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -93557.000000 Penalty: 700.479370
	Iteration 1F: 3 clusters Score -93557 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -93662.101562 Penalty: 700.479370
	Iteration 2F: 3 clusters Score -93662.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -93758.625000 Penalty: 700.479370
	Iteration 3F: 3 clusters Score -93758.62 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -93855.078125 Penalty: 700.479370
	Iteration 4F: 3 clusters Score -93855.08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -93941.906250 Penalty: 700.479370
	Iteration 5Q: 3 clusters Score -93941.91 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -94012.750000 Penalty: 700.479370
	Iteration 6Q: 3 clusters Score -94012.75 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -94062.296875 Penalty: 700.479370
	Iteration 7Q: 3 clusters Score -94062.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -94105.234375 Penalty: 700.479370
	Iteration 8Q: 3 clusters Score -94105.23 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -94131.421875 Penalty: 700.479370
	Iteration 9Q: 3 clusters Score -94131.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -94149.156250 Penalty: 700.479370
	Iteration 10Q: 3 clusters Score -94149.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -94161.093750 Penalty: 700.479370
	Iteration 11Q: 3 clusters Score -94161.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -94169.695312 Penalty: 700.479370
	Iteration 12Q: 3 clusters Score -94169.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -94173.179688 Penalty: 700.479370
	Iteration 13Q: 3 clusters Score -94173.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -94175.648438 Penalty: 700.479370
	Iteration 14Q: 3 clusters Score -94175.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -94177.195312 Penalty: 700.479370
	Iteration 15Q: 3 clusters Score -94177.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -94178.578125 Penalty: 700.479370
	Iteration 16Q: 3 clusters Score -94178.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -94179.789062 Penalty: 700.479370
	Iteration 17Q: 3 clusters Score -94179.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -94181.242188 Penalty: 700.479370
	Iteration 18Q: 3 clusters Score -94181.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -94182.320312 Penalty: 700.479370
	Iteration 19Q: 3 clusters Score -94182.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -94183.757812 Penalty: 700.479370
	Iteration 20F: 3 clusters Score -94183.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -94186.039062 Penalty: 700.479370
	Iteration 21Q: 3 clusters Score -94186.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -94189.679688 Penalty: 700.479370
	Iteration 22Q: 3 clusters Score -94189.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -94192.601562 Penalty: 700.479370
	Iteration 23Q: 3 clusters Score -94192.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -94196.062500 Penalty: 700.479370
	Iteration 24Q: 3 clusters Score -94196.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -94198.921875 Penalty: 700.479370
	Iteration 25Q: 3 clusters Score -94198.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -94199.890625 Penalty: 700.479370
	Iteration 26Q: 3 clusters Score -94199.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -94200.781250 Penalty: 700.479370
	Iteration 27Q: 3 clusters Score -94200.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -94201.515625 Penalty: 700.479370
	Iteration 28Q: 3 clusters Score -94201.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -94202.406250 Penalty: 700.479370
	Iteration 29Q: 3 clusters Score -94202.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -94202.742188 Penalty: 700.479370
	Iteration 30Q: 3 clusters Score -94202.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -94202.812500 Penalty: 700.479370
	Iteration 31Q: 3 clusters Score -94202.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -94202.929688 Penalty: 700.479370
	Iteration 32Q: 3 clusters Score -94202.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -94203.375000 Penalty: 700.479370
	Iteration 33Q: 3 clusters Score -94203.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -94203.960938 Penalty: 700.479370
	Iteration 34Q: 3 clusters Score -94203.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -94204.562500 Penalty: 700.479370
	Iteration 35Q: 3 clusters Score -94204.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -94204.625000 Penalty: 700.479370
	Iteration 36Q: 3 clusters Score -94204.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -94205.234375 Penalty: 700.479370
	Iteration 37Q: 3 clusters Score -94205.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -94206.046875 Penalty: 700.479370
	Iteration 38Q: 3 clusters Score -94206.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -94206.992188 Penalty: 700.479370
	Iteration 39Q: 3 clusters Score -94206.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -94208.250000 Penalty: 700.479370
	Iteration 40F: 3 clusters Score -94208.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -94209.148438 Penalty: 700.479370
	Iteration 41Q: 3 clusters Score -94209.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -94210.250000 Penalty: 700.479370
	Iteration 42Q: 3 clusters Score -94210.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -94210.843750 Penalty: 700.479370
	Iteration 43Q: 3 clusters Score -94210.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -94211.140625 Penalty: 700.479370
	Iteration 44Q: 3 clusters Score -94211.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -94211.265625 Penalty: 700.479370
	Iteration 45Q: 3 clusters Score -94211.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -94211.375000 Penalty: 700.479370
	Iteration 46Q: 3 clusters Score -94211.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -94211.687500 Penalty: 700.479370
	Iteration 47Q: 3 clusters Score -94211.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -94212.046875 Penalty: 700.479370
	Iteration 48Q: 3 clusters Score -94212.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -94212.437500 Penalty: 700.479370
	Iteration 49Q: 3 clusters Score -94212.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -94212.890625 Penalty: 700.479370
	Iteration 50Q: 3 clusters Score -94212.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -94212.890625 Penalty: 700.479370
	Iteration 51F: 3 clusters Score -94212.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Entering Unmasked Estep 
Score: -1092211.500000 Penalty: 463.826569
	Iteration 0F: 2 clusters Score -1092212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1074431.125000 Penalty: 927.653137
	Iteration 0F: 3 clusters Score -1074431 nChanged 12770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1081885.000000 Penalty: 927.653137
	Iteration 1F: 3 clusters Score -1081885 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1082392.750000 Penalty: 927.653137
	Iteration 2Q: 3 clusters Score -1082393 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1083055.500000 Penalty: 927.653137
	Iteration 3F: 3 clusters Score -1083056 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1083989.750000 Penalty: 927.653137
	Iteration 4F: 3 clusters Score -1083990 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1085180.625000 Penalty: 927.653137
	Iteration 5F: 3 clusters Score -1085181 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1086396.250000 Penalty: 927.653137
	Iteration 6F: 3 clusters Score -1086396 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1087390.250000 Penalty: 927.653137
	Iteration 7F: 3 clusters Score -1087390 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -1088064.500000 Penalty: 927.653137
	Iteration 8Q: 3 clusters Score -1088064 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1088445.125000 Penalty: 927.653137
	Iteration 9Q: 3 clusters Score -1088445 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -1088671.875000 Penalty: 927.653137
	Iteration 10Q: 3 clusters Score -1088672 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -1088828.375000 Penalty: 927.653137
	Iteration 11Q: 3 clusters Score -1088828 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -1088944.375000 Penalty: 927.653137
	Iteration 12Q: 3 clusters Score -1088944 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -1089065.625000 Penalty: 927.653137
	Iteration 13Q: 3 clusters Score -1089066 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -1089201.000000 Penalty: 927.653137
	Iteration 14Q: 3 clusters Score -1089201 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -1089332.875000 Penalty: 927.653137
	Iteration 15Q: 3 clusters Score -1089333 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -1089465.125000 Penalty: 927.653137
	Iteration 16Q: 3 clusters Score -1089465 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -1089588.000000 Penalty: 927.653137
	Iteration 17Q: 3 clusters Score -1089588 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -1089707.375000 Penalty: 927.653137
	Iteration 18Q: 3 clusters Score -1089707 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -1089833.625000 Penalty: 927.653137
	Iteration 19Q: 3 clusters Score -1089834 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -1089977.750000 Penalty: 927.653137
	Iteration 20F: 3 clusters Score -1089978 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -1090115.500000 Penalty: 927.653137
	Iteration 21Q: 3 clusters Score -1090116 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -1090240.750000 Penalty: 927.653137
	Iteration 22Q: 3 clusters Score -1090241 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -1090331.000000 Penalty: 927.653137
	Iteration 23Q: 3 clusters Score -1090331 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -1090420.375000 Penalty: 927.653137
	Iteration 24Q: 3 clusters Score -1090420 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -1090510.250000 Penalty: 927.653137
	Iteration 25Q: 3 clusters Score -1090510 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -1090587.250000 Penalty: 927.653137
	Iteration 26Q: 3 clusters Score -1090587 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -1090654.750000 Penalty: 927.653137
	Iteration 27Q: 3 clusters Score -1090655 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -1090718.750000 Penalty: 927.653137
	Iteration 28Q: 3 clusters Score -1090719 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -1090786.375000 Penalty: 927.653137
	Iteration 29Q: 3 clusters Score -1090786 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -1090857.000000 Penalty: 927.653137
	Iteration 30Q: 3 clusters Score -1090857 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -1090928.625000 Penalty: 927.653137
	Iteration 31Q: 3 clusters Score -1090929 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -1090990.000000 Penalty: 927.653137
	Iteration 32Q: 3 clusters Score -1090990 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -1091049.875000 Penalty: 927.653137
	Iteration 33Q: 3 clusters Score -1091050 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -1091101.000000 Penalty: 927.653137
	Iteration 34Q: 3 clusters Score -1091101 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -1091150.875000 Penalty: 927.653137
	Iteration 35Q: 3 clusters Score -1091151 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -1091204.875000 Penalty: 927.653137
	Iteration 36Q: 3 clusters Score -1091205 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -1091256.000000 Penalty: 927.653137
	Iteration 37Q: 3 clusters Score -1091256 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -1091297.750000 Penalty: 927.653137
	Iteration 38Q: 3 clusters Score -1091298 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -1091336.875000 Penalty: 927.653137
	Iteration 39Q: 3 clusters Score -1091337 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -1091381.375000 Penalty: 927.653137
	Iteration 40F: 3 clusters Score -1091381 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -1091418.875000 Penalty: 927.653137
	Iteration 41Q: 3 clusters Score -1091419 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -1091459.625000 Penalty: 927.653137
	Iteration 42Q: 3 clusters Score -1091460 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -1091506.000000 Penalty: 927.653137
	Iteration 43Q: 3 clusters Score -1091506 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -1091538.500000 Penalty: 927.653137
	Iteration 44Q: 3 clusters Score -1091538 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -1091568.625000 Penalty: 927.653137
	Iteration 45Q: 3 clusters Score -1091569 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -1091593.375000 Penalty: 927.653137
	Iteration 46Q: 3 clusters Score -1091593 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -1091614.375000 Penalty: 927.653137
	Iteration 47Q: 3 clusters Score -1091614 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -1091637.375000 Penalty: 927.653137
	Iteration 48Q: 3 clusters Score -1091637 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -1091650.625000 Penalty: 927.653137
	Iteration 49Q: 3 clusters Score -1091651 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -1091665.375000 Penalty: 927.653137
	Iteration 50Q: 3 clusters Score -1091665 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -1091683.125000 Penalty: 927.653137
	Iteration 51Q: 3 clusters Score -1091683 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -1091694.750000 Penalty: 927.653137
	Iteration 52Q: 3 clusters Score -1091695 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -1091704.250000 Penalty: 927.653137
	Iteration 53Q: 3 clusters Score -1091704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -1091714.000000 Penalty: 927.653137
	Iteration 54Q: 3 clusters Score -1091714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -1091726.750000 Penalty: 927.653137
	Iteration 55Q: 3 clusters Score -1091727 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -1091736.750000 Penalty: 927.653137
	Iteration 56Q: 3 clusters Score -1091737 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -1091743.125000 Penalty: 927.653137
	Iteration 57Q: 3 clusters Score -1091743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -1091749.125000 Penalty: 927.653137
	Iteration 58Q: 3 clusters Score -1091749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -1091757.000000 Penalty: 927.653137
	Iteration 59Q: 3 clusters Score -1091757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -1091762.750000 Penalty: 927.653137
	Iteration 60F: 3 clusters Score -1091763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -1091769.250000 Penalty: 927.653137
	Iteration 61Q: 3 clusters Score -1091769 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -1091775.000000 Penalty: 927.653137
	Iteration 62Q: 3 clusters Score -1091775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -1091777.250000 Penalty: 927.653137
	Iteration 63Q: 3 clusters Score -1091777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -1091782.625000 Penalty: 927.653137
	Iteration 64Q: 3 clusters Score -1091783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -1091784.625000 Penalty: 927.653137
	Iteration 65Q: 3 clusters Score -1091785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -1091789.250000 Penalty: 927.653137
	Iteration 66Q: 3 clusters Score -1091789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -1091790.375000 Penalty: 927.653137
	Iteration 67Q: 3 clusters Score -1091790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -1091793.000000 Penalty: 927.653137
	Iteration 68Q: 3 clusters Score -1091793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -1091795.125000 Penalty: 927.653137
	Iteration 69Q: 3 clusters Score -1091795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -1091797.000000 Penalty: 927.653137
	Iteration 70Q: 3 clusters Score -1091797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -1091800.625000 Penalty: 927.653137
	Iteration 71Q: 3 clusters Score -1091801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -1091801.875000 Penalty: 927.653137
	Iteration 72Q: 3 clusters Score -1091802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -1091802.500000 Penalty: 927.653137
	Iteration 73Q: 3 clusters Score -1091802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -1091804.000000 Penalty: 927.653137
	Iteration 74Q: 3 clusters Score -1091804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -1091807.375000 Penalty: 927.653137
	Iteration 75Q: 3 clusters Score -1091807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -1091807.000000 Penalty: 927.653137
	Iteration 76Q: 3 clusters Score -1091807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -1091808.375000 Penalty: 927.653137
	Iteration 77Q: 3 clusters Score -1091808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -1091809.875000 Penalty: 927.653137
	Iteration 78Q: 3 clusters Score -1091810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -1091809.875000 Penalty: 927.653137
	Iteration 79Q: 3 clusters Score -1091810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -1091811.125000 Penalty: 927.653137
	Iteration 80F: 3 clusters Score -1091811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -1091812.875000 Penalty: 927.653137
	Iteration 81Q: 3 clusters Score -1091813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -1091814.250000 Penalty: 927.653137
	Iteration 82Q: 3 clusters Score -1091814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -1091815.250000 Penalty: 927.653137
	Iteration 83Q: 3 clusters Score -1091815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -1091816.625000 Penalty: 927.653137
	Iteration 84Q: 3 clusters Score -1091817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -1091816.125000 Penalty: 927.653137
	Iteration 85Q: 3 clusters Score -1091816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -1091818.500000 Penalty: 927.653137
	Iteration 86Q: 3 clusters Score -1091818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -1091819.750000 Penalty: 927.653137
	Iteration 87Q: 3 clusters Score -1091820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -1091824.875000 Penalty: 927.653137
	Iteration 88Q: 3 clusters Score -1091825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -1091823.750000 Penalty: 927.653137
	Iteration 89Q: 3 clusters Score -1091824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -1091826.875000 Penalty: 927.653137
	Iteration 90Q: 3 clusters Score -1091827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -1091827.750000 Penalty: 927.653137
	Iteration 91Q: 3 clusters Score -1091828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -1091828.250000 Penalty: 927.653137
	Iteration 92Q: 3 clusters Score -1091828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -1091828.375000 Penalty: 927.653137
	Iteration 93Q: 3 clusters Score -1091828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -1091829.750000 Penalty: 927.653137
	Iteration 94Q: 3 clusters Score -1091830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -1091832.125000 Penalty: 927.653137
	Iteration 95Q: 3 clusters Score -1091832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -1091831.750000 Penalty: 927.653137
	Iteration 96Q: 3 clusters Score -1091832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -1091832.250000 Penalty: 927.653137
	Iteration 97Q: 3 clusters Score -1091832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -1091831.375000 Penalty: 927.653137
	Iteration 98Q: 3 clusters Score -1091831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -1091833.750000 Penalty: 927.653137
	Iteration 99Q: 3 clusters Score -1091834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -1091835.250000 Penalty: 927.653137
	Iteration 100F: 3 clusters Score -1091835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -1091836.875000 Penalty: 927.653137
	Iteration 101Q: 3 clusters Score -1091837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -1091836.625000 Penalty: 927.653137
	Iteration 102Q: 3 clusters Score -1091837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -1091836.750000 Penalty: 927.653137
	Iteration 103Q: 3 clusters Score -1091837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -1091837.000000 Penalty: 927.653137
	Iteration 104Q: 3 clusters Score -1091837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -1091837.125000 Penalty: 927.653137
	Iteration 105Q: 3 clusters Score -1091837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -1091837.125000 Penalty: 927.653137
	Iteration 106F: 3 clusters Score -1091837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -70224.968750 Penalty: 343.146576
	Iteration 0F: 2 clusters Score -70224.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -68880.000000 Penalty: 686.293152
	Iteration 0F: 3 clusters Score -68880 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -69431.742188 Penalty: 686.293152
	Iteration 1F: 3 clusters Score -69431.74 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -69568.281250 Penalty: 686.293152
	Iteration 2F: 3 clusters Score -69568.28 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -69738.304688 Penalty: 686.293152
	Iteration 3F: 3 clusters Score -69738.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -69855.304688 Penalty: 686.293152
	Iteration 4F: 3 clusters Score -69855.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -69947.117188 Penalty: 686.293152
	Iteration 5F: 3 clusters Score -69947.12 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -69997.726562 Penalty: 686.293152
	Iteration 6Q: 3 clusters Score -69997.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -70017.218750 Penalty: 686.293152
	Iteration 7Q: 3 clusters Score -70017.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -70030.179688 Penalty: 686.293152
	Iteration 8Q: 3 clusters Score -70030.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -70045.734375 Penalty: 686.293152
	Iteration 9Q: 3 clusters Score -70045.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -70054.421875 Penalty: 686.293152
	Iteration 10Q: 3 clusters Score -70054.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -70063.234375 Penalty: 686.293152
	Iteration 11Q: 3 clusters Score -70063.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -70073.898438 Penalty: 686.293152
	Iteration 12Q: 3 clusters Score -70073.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -70083.687500 Penalty: 686.293152
	Iteration 13Q: 3 clusters Score -70083.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -70094.906250 Penalty: 686.293152
	Iteration 14Q: 3 clusters Score -70094.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -70101.507812 Penalty: 686.293152
	Iteration 15Q: 3 clusters Score -70101.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -70108.062500 Penalty: 686.293152
	Iteration 16Q: 3 clusters Score -70108.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -70116.812500 Penalty: 686.293152
	Iteration 17Q: 3 clusters Score -70116.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -70127.671875 Penalty: 686.293152
	Iteration 18Q: 3 clusters Score -70127.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -70134.593750 Penalty: 686.293152
	Iteration 19Q: 3 clusters Score -70134.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -70143.273438 Penalty: 686.293152
	Iteration 20F: 3 clusters Score -70143.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -70151.117188 Penalty: 686.293152
	Iteration 21Q: 3 clusters Score -70151.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -70167.453125 Penalty: 686.293152
	Iteration 22Q: 3 clusters Score -70167.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -70185.539062 Penalty: 686.293152
	Iteration 23Q: 3 clusters Score -70185.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -70195.312500 Penalty: 686.293152
	Iteration 24Q: 3 clusters Score -70195.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -70199.132812 Penalty: 686.293152
	Iteration 25Q: 3 clusters Score -70199.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -70199.484375 Penalty: 686.293152
	Iteration 26Q: 3 clusters Score -70199.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -70199.625000 Penalty: 686.293152
	Iteration 27Q: 3 clusters Score -70199.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -70199.625000 Penalty: 686.293152
	Iteration 28F: 3 clusters Score -70199.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Entering Unmasked Estep 
Score: -123194.835938 Penalty: 367.325653
	Iteration 0F: 2 clusters Score -123194.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -120962.398438 Penalty: 734.651306
	Iteration 0F: 3 clusters Score -120962.4 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -121739.851562 Penalty: 734.651306
	Iteration 1F: 3 clusters Score -121739.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -121853.054688 Penalty: 734.651306
	Iteration 2F: 3 clusters Score -121853.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -121997.687500 Penalty: 734.651306
	Iteration 3F: 3 clusters Score -121997.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -122181.968750 Penalty: 734.651306
	Iteration 4F: 3 clusters Score -122182 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -122338.789062 Penalty: 734.651306
	Iteration 5F: 3 clusters Score -122338.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -122445.687500 Penalty: 734.651306
	Iteration 6Q: 3 clusters Score -122445.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -122525.242188 Penalty: 734.651306
	Iteration 7Q: 3 clusters Score -122525.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -122553.820312 Penalty: 734.651306
	Iteration 8Q: 3 clusters Score -122553.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -122565.601562 Penalty: 734.651306
	Iteration 9Q: 3 clusters Score -122565.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -122576.039062 Penalty: 734.651306
	Iteration 10Q: 3 clusters Score -122576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -122582.125000 Penalty: 734.651306
	Iteration 11Q: 3 clusters Score -122582.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -122590.757812 Penalty: 734.651306
	Iteration 12Q: 3 clusters Score -122590.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -122598.507812 Penalty: 734.651306
	Iteration 13Q: 3 clusters Score -122598.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -122607.375000 Penalty: 734.651306
	Iteration 14Q: 3 clusters Score -122607.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -122615.750000 Penalty: 734.651306
	Iteration 15Q: 3 clusters Score -122615.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -122625.070312 Penalty: 734.651306
	Iteration 16Q: 3 clusters Score -122625.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -122637.140625 Penalty: 734.651306
	Iteration 17Q: 3 clusters Score -122637.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -122647.539062 Penalty: 734.651306
	Iteration 18Q: 3 clusters Score -122647.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -122670.117188 Penalty: 734.651306
	Iteration 19Q: 3 clusters Score -122670.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -122687.781250 Penalty: 734.651306
	Iteration 20F: 3 clusters Score -122687.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -122703.085938 Penalty: 734.651306
	Iteration 21Q: 3 clusters Score -122703.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -122713.210938 Penalty: 734.651306
	Iteration 22Q: 3 clusters Score -122713.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -122728.062500 Penalty: 734.651306
	Iteration 23Q: 3 clusters Score -122728.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -122738.656250 Penalty: 734.651306
	Iteration 24Q: 3 clusters Score -122738.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -122745.187500 Penalty: 734.651306
	Iteration 25Q: 3 clusters Score -122745.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -122755.023438 Penalty: 734.651306
	Iteration 26Q: 3 clusters Score -122755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -122761.125000 Penalty: 734.651306
	Iteration 27Q: 3 clusters Score -122761.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -122765.328125 Penalty: 734.651306
	Iteration 28Q: 3 clusters Score -122765.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -122771.625000 Penalty: 734.651306
	Iteration 29Q: 3 clusters Score -122771.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -122777.445312 Penalty: 734.651306
	Iteration 30Q: 3 clusters Score -122777.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -122783.304688 Penalty: 734.651306
	Iteration 31Q: 3 clusters Score -122783.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -122792.148438 Penalty: 734.651306
	Iteration 32Q: 3 clusters Score -122792.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -122799.710938 Penalty: 734.651306
	Iteration 33Q: 3 clusters Score -122799.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -122804.898438 Penalty: 734.651306
	Iteration 34Q: 3 clusters Score -122804.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -122809.429688 Penalty: 734.651306
	Iteration 35Q: 3 clusters Score -122809.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -122812.382812 Penalty: 734.651306
	Iteration 36Q: 3 clusters Score -122812.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -122815.328125 Penalty: 734.651306
	Iteration 37Q: 3 clusters Score -122815.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -122817.953125 Penalty: 734.651306
	Iteration 38Q: 3 clusters Score -122818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -122824.976562 Penalty: 734.651306
	Iteration 39Q: 3 clusters Score -122825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -122832.796875 Penalty: 734.651306
	Iteration 40F: 3 clusters Score -122832.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -122837.625000 Penalty: 734.651306
	Iteration 41Q: 3 clusters Score -122837.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -122840.859375 Penalty: 734.651306
	Iteration 42Q: 3 clusters Score -122840.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -122843.382812 Penalty: 734.651306
	Iteration 43Q: 3 clusters Score -122843.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -122847.171875 Penalty: 734.651306
	Iteration 44Q: 3 clusters Score -122847.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -122853.804688 Penalty: 734.651306
	Iteration 45Q: 3 clusters Score -122853.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -122860.164062 Penalty: 734.651306
	Iteration 46Q: 3 clusters Score -122860.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -122863.390625 Penalty: 734.651306
	Iteration 47Q: 3 clusters Score -122863.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -122869.148438 Penalty: 734.651306
	Iteration 48Q: 3 clusters Score -122869.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -122872.812500 Penalty: 734.651306
	Iteration 49Q: 3 clusters Score -122872.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -122874.062500 Penalty: 734.651306
	Iteration 50Q: 3 clusters Score -122874.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -122875.187500 Penalty: 734.651306
	Iteration 51Q: 3 clusters Score -122875.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -122875.414062 Penalty: 734.651306
	Iteration 52Q: 3 clusters Score -122875.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -122875.414062 Penalty: 734.651306
	Iteration 53F: 3 clusters Score -122875.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Entering Unmasked Estep 
Score: -240759.218750 Penalty: 396.453003
	Iteration 0F: 2 clusters Score -240759.2 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 3063 members 
Entering Unmasked Estep 
Score: -236612.875000 Penalty: 792.906006
	Iteration 0F: 3 clusters Score -236612.9 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -238303.640625 Penalty: 792.906006
	Iteration 1F: 3 clusters Score -238303.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -238595.796875 Penalty: 792.906006
	Iteration 2F: 3 clusters Score -238595.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -238936.468750 Penalty: 792.906006
	Iteration 3F: 3 clusters Score -238936.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -239316.468750 Penalty: 792.906006
	Iteration 4F: 3 clusters Score -239316.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -239655.140625 Penalty: 792.906006
	Iteration 5F: 3 clusters Score -239655.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -239899.828125 Penalty: 792.906006
	Iteration 6F: 3 clusters Score -239899.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -240016.187500 Penalty: 792.906006
	Iteration 7Q: 3 clusters Score -240016.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -240086.437500 Penalty: 792.906006
	Iteration 8Q: 3 clusters Score -240086.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -240135.125000 Penalty: 792.906006
	Iteration 9Q: 3 clusters Score -240135.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -240181.265625 Penalty: 792.906006
	Iteration 10Q: 3 clusters Score -240181.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -240208.687500 Penalty: 792.906006
	Iteration 11Q: 3 clusters Score -240208.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -240231.843750 Penalty: 792.906006
	Iteration 12Q: 3 clusters Score -240231.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -240249.000000 Penalty: 792.906006
	Iteration 13Q: 3 clusters Score -240249 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -240264.390625 Penalty: 792.906006
	Iteration 14Q: 3 clusters Score -240264.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -240278.968750 Penalty: 792.906006
	Iteration 15Q: 3 clusters Score -240279 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -240300.671875 Penalty: 792.906006
	Iteration 16Q: 3 clusters Score -240300.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -240320.171875 Penalty: 792.906006
	Iteration 17Q: 3 clusters Score -240320.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -240335.453125 Penalty: 792.906006
	Iteration 18Q: 3 clusters Score -240335.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -240347.218750 Penalty: 792.906006
	Iteration 19Q: 3 clusters Score -240347.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -240363.515625 Penalty: 792.906006
	Iteration 20F: 3 clusters Score -240363.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -240380.156250 Penalty: 792.906006
	Iteration 21Q: 3 clusters Score -240380.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -240394.718750 Penalty: 792.906006
	Iteration 22Q: 3 clusters Score -240394.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -240407.671875 Penalty: 792.906006
	Iteration 23Q: 3 clusters Score -240407.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -240428.156250 Penalty: 792.906006
	Iteration 24Q: 3 clusters Score -240428.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -240447.609375 Penalty: 792.906006
	Iteration 25Q: 3 clusters Score -240447.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -240465.921875 Penalty: 792.906006
	Iteration 26Q: 3 clusters Score -240465.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -240472.734375 Penalty: 792.906006
	Iteration 27Q: 3 clusters Score -240472.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -240478.156250 Penalty: 792.906006
	Iteration 28Q: 3 clusters Score -240478.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -240485.703125 Penalty: 792.906006
	Iteration 29Q: 3 clusters Score -240485.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -240494.203125 Penalty: 792.906006
	Iteration 30Q: 3 clusters Score -240494.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -240497.343750 Penalty: 792.906006
	Iteration 31Q: 3 clusters Score -240497.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -240501.109375 Penalty: 792.906006
	Iteration 32Q: 3 clusters Score -240501.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -240503.671875 Penalty: 792.906006
	Iteration 33Q: 3 clusters Score -240503.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -240504.796875 Penalty: 792.906006
	Iteration 34Q: 3 clusters Score -240504.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -240505.953125 Penalty: 792.906006
	Iteration 35Q: 3 clusters Score -240506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -240507.171875 Penalty: 792.906006
	Iteration 36Q: 3 clusters Score -240507.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -240508.765625 Penalty: 792.906006
	Iteration 37Q: 3 clusters Score -240508.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -240509.687500 Penalty: 792.906006
	Iteration 38Q: 3 clusters Score -240509.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -240510.015625 Penalty: 792.906006
	Iteration 39Q: 3 clusters Score -240510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -240510.406250 Penalty: 792.906006
	Iteration 40F: 3 clusters Score -240510.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -240511.046875 Penalty: 792.906006
	Iteration 41Q: 3 clusters Score -240511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -240511.015625 Penalty: 792.906006
	Iteration 42Q: 3 clusters Score -240511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -240511.375000 Penalty: 792.906006
	Iteration 43Q: 3 clusters Score -240511.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -240511.375000 Penalty: 792.906006
	Iteration 44Q: 3 clusters Score -240511.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -240511.453125 Penalty: 792.906006
	Iteration 45Q: 3 clusters Score -240511.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -240511.671875 Penalty: 792.906006
	Iteration 46Q: 3 clusters Score -240511.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -240511.937500 Penalty: 792.906006
	Iteration 47Q: 3 clusters Score -240511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -240511.812500 Penalty: 792.906006
	Iteration 48Q: 3 clusters Score -240511.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -240512.406250 Penalty: 792.906006
	Iteration 49Q: 3 clusters Score -240512.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -240512.406250 Penalty: 792.906006
	Iteration 50F: 3 clusters Score -240512.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Entering Unmasked Estep 
Score: -130334.929688 Penalty: 367.945648
	Iteration 0F: 2 clusters Score -130334.9 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 1670 members 
Entering Unmasked Estep 
Score: -128118.625000 Penalty: 735.891296
	Iteration 0F: 3 clusters Score -128118.6 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -129049.187500 Penalty: 735.891296
	Iteration 1F: 3 clusters Score -129049.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -129220.250000 Penalty: 735.891296
	Iteration 2F: 3 clusters Score -129220.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -129418.921875 Penalty: 735.891296
	Iteration 3F: 3 clusters Score -129418.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -129588.820312 Penalty: 735.891296
	Iteration 4F: 3 clusters Score -129588.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -129741.609375 Penalty: 735.891296
	Iteration 5F: 3 clusters Score -129741.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -129851.835938 Penalty: 735.891296
	Iteration 6Q: 3 clusters Score -129851.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -129936.218750 Penalty: 735.891296
	Iteration 7Q: 3 clusters Score -129936.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -129998.617188 Penalty: 735.891296
	Iteration 8Q: 3 clusters Score -129998.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -130042.343750 Penalty: 735.891296
	Iteration 9Q: 3 clusters Score -130042.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -130075.484375 Penalty: 735.891296
	Iteration 10Q: 3 clusters Score -130075.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -130104.117188 Penalty: 735.891296
	Iteration 11Q: 3 clusters Score -130104.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -130114.218750 Penalty: 735.891296
	Iteration 12Q: 3 clusters Score -130114.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -130120.210938 Penalty: 735.891296
	Iteration 13Q: 3 clusters Score -130120.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -130124.210938 Penalty: 735.891296
	Iteration 14Q: 3 clusters Score -130124.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -130127.242188 Penalty: 735.891296
	Iteration 15Q: 3 clusters Score -130127.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -130128.015625 Penalty: 735.891296
	Iteration 16Q: 3 clusters Score -130128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -130128.226562 Penalty: 735.891296
	Iteration 17Q: 3 clusters Score -130128.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -130128.226562 Penalty: 735.891296
	Iteration 18F: 3 clusters Score -130128.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -65020.042969 Penalty: 336.337433
	Iteration 0F: 2 clusters Score -65020.04 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 798 members 
Entering Unmasked Estep 
Score: -63835.238281 Penalty: 672.674866
	Iteration 0F: 3 clusters Score -63835.24 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -64197.617188 Penalty: 672.674866
	Iteration 1F: 3 clusters Score -64197.62 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -64245.824219 Penalty: 672.674866
	Iteration 2F: 3 clusters Score -64245.82 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -64276.949219 Penalty: 672.674866
	Iteration 3Q: 3 clusters Score -64276.95 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -64301.726562 Penalty: 672.674866
	Iteration 4Q: 3 clusters Score -64301.73 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -64327.960938 Penalty: 672.674866
	Iteration 5Q: 3 clusters Score -64327.96 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -64344.960938 Penalty: 672.674866
	Iteration 6Q: 3 clusters Score -64344.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -64358.765625 Penalty: 672.674866
	Iteration 7Q: 3 clusters Score -64358.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -64377.371094 Penalty: 672.674866
	Iteration 8Q: 3 clusters Score -64377.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -64400.625000 Penalty: 672.674866
	Iteration 9Q: 3 clusters Score -64400.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -64427.191406 Penalty: 672.674866
	Iteration 10Q: 3 clusters Score -64427.19 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -64452.542969 Penalty: 672.674866
	Iteration 11Q: 3 clusters Score -64452.54 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -64490.312500 Penalty: 672.674866
	Iteration 12Q: 3 clusters Score -64490.31 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -64522.316406 Penalty: 672.674866
	Iteration 13Q: 3 clusters Score -64522.32 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -64551.304688 Penalty: 672.674866
	Iteration 14Q: 3 clusters Score -64551.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -64569.046875 Penalty: 672.674866
	Iteration 15Q: 3 clusters Score -64569.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -64585.800781 Penalty: 672.674866
	Iteration 16Q: 3 clusters Score -64585.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -64602.023438 Penalty: 672.674866
	Iteration 17Q: 3 clusters Score -64602.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -64625.937500 Penalty: 672.674866
	Iteration 18Q: 3 clusters Score -64625.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -64643.433594 Penalty: 672.674866
	Iteration 19Q: 3 clusters Score -64643.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64651.218750 Penalty: 672.674866
	Iteration 20F: 3 clusters Score -64651.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64657.375000 Penalty: 672.674866
	Iteration 21Q: 3 clusters Score -64657.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64665.917969 Penalty: 672.674866
	Iteration 22Q: 3 clusters Score -64665.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64675.527344 Penalty: 672.674866
	Iteration 23Q: 3 clusters Score -64675.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64683.660156 Penalty: 672.674866
	Iteration 24Q: 3 clusters Score -64683.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64689.812500 Penalty: 672.674866
	Iteration 25Q: 3 clusters Score -64689.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64693.523438 Penalty: 672.674866
	Iteration 26Q: 3 clusters Score -64693.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64700.734375 Penalty: 672.674866
	Iteration 27Q: 3 clusters Score -64700.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64706.488281 Penalty: 672.674866
	Iteration 28Q: 3 clusters Score -64706.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -64709.566406 Penalty: 672.674866
	Iteration 29Q: 3 clusters Score -64709.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64712.085938 Penalty: 672.674866
	Iteration 30Q: 3 clusters Score -64712.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64715.437500 Penalty: 672.674866
	Iteration 31Q: 3 clusters Score -64715.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -64717.140625 Penalty: 672.674866
	Iteration 32Q: 3 clusters Score -64717.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -64720.570312 Penalty: 672.674866
	Iteration 33Q: 3 clusters Score -64720.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -64722.640625 Penalty: 672.674866
	Iteration 34Q: 3 clusters Score -64722.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -64723.320312 Penalty: 672.674866
	Iteration 35Q: 3 clusters Score -64723.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -64724.613281 Penalty: 672.674866
	Iteration 36Q: 3 clusters Score -64724.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -64725.820312 Penalty: 672.674866
	Iteration 37Q: 3 clusters Score -64725.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -64726.019531 Penalty: 672.674866
	Iteration 38Q: 3 clusters Score -64726.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -64727.183594 Penalty: 672.674866
	Iteration 39Q: 3 clusters Score -64727.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -64728.027344 Penalty: 672.674866
	Iteration 40F: 3 clusters Score -64728.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Entering Unmasked Estep 
Score: -119179.359375 Penalty: 362.590027
	Iteration 0F: 2 clusters Score -119179.4 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 1483 members 
Entering Unmasked Estep 
Score: -117128.757812 Penalty: 725.180054
	Iteration 0F: 3 clusters Score -117128.8 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -117845.390625 Penalty: 725.180054
	Iteration 1F: 3 clusters Score -117845.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -117990.234375 Penalty: 725.180054
	Iteration 2F: 3 clusters Score -117990.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -118175.640625 Penalty: 725.180054
	Iteration 3F: 3 clusters Score -118175.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -118409.570312 Penalty: 725.180054
	Iteration 4F: 3 clusters Score -118409.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -118616.906250 Penalty: 725.180054
	Iteration 5F: 3 clusters Score -118616.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -118784.945312 Penalty: 725.180054
	Iteration 6F: 3 clusters Score -118784.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -118886.734375 Penalty: 725.180054
	Iteration 7Q: 3 clusters Score -118886.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -118928.070312 Penalty: 725.180054
	Iteration 8Q: 3 clusters Score -118928.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -118947.875000 Penalty: 725.180054
	Iteration 9Q: 3 clusters Score -118947.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -118961.867188 Penalty: 725.180054
	Iteration 10Q: 3 clusters Score -118961.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -118968.867188 Penalty: 725.180054
	Iteration 11Q: 3 clusters Score -118968.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -118972.906250 Penalty: 725.180054
	Iteration 12Q: 3 clusters Score -118972.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -118975.359375 Penalty: 725.180054
	Iteration 13Q: 3 clusters Score -118975.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -118977.125000 Penalty: 725.180054
	Iteration 14Q: 3 clusters Score -118977.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -118979.843750 Penalty: 725.180054
	Iteration 15Q: 3 clusters Score -118979.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -118982.125000 Penalty: 725.180054
	Iteration 16Q: 3 clusters Score -118982.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -118983.000000 Penalty: 725.180054
	Iteration 17Q: 3 clusters Score -118983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -118982.976562 Penalty: 725.180054
	Iteration 18Q: 3 clusters Score -118983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -118983.343750 Penalty: 725.180054
	Iteration 19Q: 3 clusters Score -118983.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -118983.343750 Penalty: 725.180054
	Iteration 20F: 3 clusters Score -118983.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Entering Unmasked Estep 
Score: -200573.843750 Penalty: 385.930115
	Iteration 0F: 2 clusters Score -200573.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -197351.921875 Penalty: 771.860229
	Iteration 0F: 3 clusters Score -197351.9 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -198523.890625 Penalty: 771.860229
	Iteration 1F: 3 clusters Score -198523.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -198666.703125 Penalty: 771.860229
	Iteration 2F: 3 clusters Score -198666.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -198813.953125 Penalty: 771.860229
	Iteration 3F: 3 clusters Score -198814 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -198987.718750 Penalty: 771.860229
	Iteration 4F: 3 clusters Score -198987.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -199127.312500 Penalty: 771.860229
	Iteration 5Q: 3 clusters Score -199127.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -199253.203125 Penalty: 771.860229
	Iteration 6Q: 3 clusters Score -199253.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -199362.828125 Penalty: 771.860229
	Iteration 7Q: 3 clusters Score -199362.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -199464.734375 Penalty: 771.860229
	Iteration 8Q: 3 clusters Score -199464.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -199551.640625 Penalty: 771.860229
	Iteration 9Q: 3 clusters Score -199551.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -199610.265625 Penalty: 771.860229
	Iteration 10Q: 3 clusters Score -199610.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -199641.500000 Penalty: 771.860229
	Iteration 11Q: 3 clusters Score -199641.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -199662.703125 Penalty: 771.860229
	Iteration 12Q: 3 clusters Score -199662.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -199684.500000 Penalty: 771.860229
	Iteration 13Q: 3 clusters Score -199684.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -199699.250000 Penalty: 771.860229
	Iteration 14Q: 3 clusters Score -199699.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -199708.968750 Penalty: 771.860229
	Iteration 15Q: 3 clusters Score -199709 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -199720.359375 Penalty: 771.860229
	Iteration 16Q: 3 clusters Score -199720.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -199736.578125 Penalty: 771.860229
	Iteration 17Q: 3 clusters Score -199736.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -199757.437500 Penalty: 771.860229
	Iteration 18Q: 3 clusters Score -199757.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -199788.156250 Penalty: 771.860229
	Iteration 19Q: 3 clusters Score -199788.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -199812.921875 Penalty: 771.860229
	Iteration 20F: 3 clusters Score -199812.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -199832.234375 Penalty: 771.860229
	Iteration 21Q: 3 clusters Score -199832.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -199849.968750 Penalty: 771.860229
	Iteration 22Q: 3 clusters Score -199850 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -199872.750000 Penalty: 771.860229
	Iteration 23Q: 3 clusters Score -199872.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -199904.109375 Penalty: 771.860229
	Iteration 24Q: 3 clusters Score -199904.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -199940.609375 Penalty: 771.860229
	Iteration 25Q: 3 clusters Score -199940.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -199967.109375 Penalty: 771.860229
	Iteration 26Q: 3 clusters Score -199967.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -199994.078125 Penalty: 771.860229
	Iteration 27Q: 3 clusters Score -199994.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -200019.250000 Penalty: 771.860229
	Iteration 28Q: 3 clusters Score -200019.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -200037.015625 Penalty: 771.860229
	Iteration 29Q: 3 clusters Score -200037 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -200051.640625 Penalty: 771.860229
	Iteration 30Q: 3 clusters Score -200051.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -200070.921875 Penalty: 771.860229
	Iteration 31Q: 3 clusters Score -200070.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -200089.765625 Penalty: 771.860229
	Iteration 32Q: 3 clusters Score -200089.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -200106.406250 Penalty: 771.860229
	Iteration 33Q: 3 clusters Score -200106.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -200118.906250 Penalty: 771.860229
	Iteration 34Q: 3 clusters Score -200118.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -200127.843750 Penalty: 771.860229
	Iteration 35Q: 3 clusters Score -200127.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -200142.546875 Penalty: 771.860229
	Iteration 36Q: 3 clusters Score -200142.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -200155.640625 Penalty: 771.860229
	Iteration 37Q: 3 clusters Score -200155.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -200167.390625 Penalty: 771.860229
	Iteration 38Q: 3 clusters Score -200167.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -200179.937500 Penalty: 771.860229
	Iteration 39Q: 3 clusters Score -200179.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -200193.484375 Penalty: 771.860229
	Iteration 40F: 3 clusters Score -200193.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -200199.171875 Penalty: 771.860229
	Iteration 41Q: 3 clusters Score -200199.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -200203.046875 Penalty: 771.860229
	Iteration 42Q: 3 clusters Score -200203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -200204.875000 Penalty: 771.860229
	Iteration 43Q: 3 clusters Score -200204.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -200208.078125 Penalty: 771.860229
	Iteration 44Q: 3 clusters Score -200208.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -200211.375000 Penalty: 771.860229
	Iteration 45Q: 3 clusters Score -200211.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -200216.640625 Penalty: 771.860229
	Iteration 46Q: 3 clusters Score -200216.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -200222.609375 Penalty: 771.860229
	Iteration 47Q: 3 clusters Score -200222.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -200226.312500 Penalty: 771.860229
	Iteration 48Q: 3 clusters Score -200226.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -200229.437500 Penalty: 771.860229
	Iteration 49Q: 3 clusters Score -200229.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -200230.562500 Penalty: 771.860229
	Iteration 50Q: 3 clusters Score -200230.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -200231.000000 Penalty: 771.860229
	Iteration 51Q: 3 clusters Score -200231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -200232.687500 Penalty: 771.860229
	Iteration 52Q: 3 clusters Score -200232.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -200234.296875 Penalty: 771.860229
	Iteration 53Q: 3 clusters Score -200234.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -200236.203125 Penalty: 771.860229
	Iteration 54Q: 3 clusters Score -200236.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -200238.359375 Penalty: 771.860229
	Iteration 55Q: 3 clusters Score -200238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -200239.140625 Penalty: 771.860229
	Iteration 56Q: 3 clusters Score -200239.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -200239.109375 Penalty: 771.860229
	Iteration 57Q: 3 clusters Score -200239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -200239.156250 Penalty: 771.860229
	Iteration 58Q: 3 clusters Score -200239.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -200240.046875 Penalty: 771.860229
	Iteration 59Q: 3 clusters Score -200240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -200241.125000 Penalty: 771.860229
	Iteration 60F: 3 clusters Score -200241.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -200243.078125 Penalty: 771.860229
	Iteration 61Q: 3 clusters Score -200243.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -200244.859375 Penalty: 771.860229
	Iteration 62Q: 3 clusters Score -200244.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -200246.140625 Penalty: 771.860229
	Iteration 63Q: 3 clusters Score -200246.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -200246.484375 Penalty: 771.860229
	Iteration 64Q: 3 clusters Score -200246.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -200246.484375 Penalty: 771.860229
	Iteration 65F: 3 clusters Score -200246.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Entering Unmasked Estep 
Score: -172907.859375 Penalty: 381.185394
	Iteration 0F: 2 clusters Score -172907.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -169928.203125 Penalty: 762.370789
	Iteration 0F: 3 clusters Score -169928.2 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -171108.156250 Penalty: 762.370789
	Iteration 1F: 3 clusters Score -171108.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -171262.546875 Penalty: 762.370789
	Iteration 2F: 3 clusters Score -171262.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -171443.953125 Penalty: 762.370789
	Iteration 3F: 3 clusters Score -171444 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -171650.156250 Penalty: 762.370789
	Iteration 4F: 3 clusters Score -171650.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -171824.796875 Penalty: 762.370789
	Iteration 5F: 3 clusters Score -171824.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -172002.781250 Penalty: 762.370789
	Iteration 6F: 3 clusters Score -172002.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -172143.968750 Penalty: 762.370789
	Iteration 7Q: 3 clusters Score -172144 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -172234.640625 Penalty: 762.370789
	Iteration 8Q: 3 clusters Score -172234.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -172293.312500 Penalty: 762.370789
	Iteration 9Q: 3 clusters Score -172293.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -172324.171875 Penalty: 762.370789
	Iteration 10Q: 3 clusters Score -172324.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -172340.796875 Penalty: 762.370789
	Iteration 11Q: 3 clusters Score -172340.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -172350.640625 Penalty: 762.370789
	Iteration 12Q: 3 clusters Score -172350.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -172359.328125 Penalty: 762.370789
	Iteration 13Q: 3 clusters Score -172359.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -172367.375000 Penalty: 762.370789
	Iteration 14Q: 3 clusters Score -172367.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -172376.796875 Penalty: 762.370789
	Iteration 15Q: 3 clusters Score -172376.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -172388.687500 Penalty: 762.370789
	Iteration 16Q: 3 clusters Score -172388.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -172403.500000 Penalty: 762.370789
	Iteration 17Q: 3 clusters Score -172403.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -172421.796875 Penalty: 762.370789
	Iteration 18Q: 3 clusters Score -172421.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -172442.171875 Penalty: 762.370789
	Iteration 19Q: 3 clusters Score -172442.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -172475.953125 Penalty: 762.370789
	Iteration 20F: 3 clusters Score -172476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -172511.421875 Penalty: 762.370789
	Iteration 21Q: 3 clusters Score -172511.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -172544.718750 Penalty: 762.370789
	Iteration 22Q: 3 clusters Score -172544.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -172570.750000 Penalty: 762.370789
	Iteration 23Q: 3 clusters Score -172570.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -172596.078125 Penalty: 762.370789
	Iteration 24Q: 3 clusters Score -172596.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -172620.234375 Penalty: 762.370789
	Iteration 25Q: 3 clusters Score -172620.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -172647.296875 Penalty: 762.370789
	Iteration 26Q: 3 clusters Score -172647.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -172670.250000 Penalty: 762.370789
	Iteration 27Q: 3 clusters Score -172670.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -172689.796875 Penalty: 762.370789
	Iteration 28Q: 3 clusters Score -172689.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -172705.843750 Penalty: 762.370789
	Iteration 29Q: 3 clusters Score -172705.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -172717.406250 Penalty: 762.370789
	Iteration 30Q: 3 clusters Score -172717.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -172722.765625 Penalty: 762.370789
	Iteration 31Q: 3 clusters Score -172722.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -172728.421875 Penalty: 762.370789
	Iteration 32Q: 3 clusters Score -172728.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -172734.218750 Penalty: 762.370789
	Iteration 33Q: 3 clusters Score -172734.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -172736.468750 Penalty: 762.370789
	Iteration 34Q: 3 clusters Score -172736.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -172737.609375 Penalty: 762.370789
	Iteration 35Q: 3 clusters Score -172737.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -172738.468750 Penalty: 762.370789
	Iteration 36Q: 3 clusters Score -172738.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -172739.078125 Penalty: 762.370789
	Iteration 37Q: 3 clusters Score -172739.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -172739.968750 Penalty: 762.370789
	Iteration 38Q: 3 clusters Score -172740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -172741.484375 Penalty: 762.370789
	Iteration 39Q: 3 clusters Score -172741.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -172742.484375 Penalty: 762.370789
	Iteration 40F: 3 clusters Score -172742.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -172743.156250 Penalty: 762.370789
	Iteration 41Q: 3 clusters Score -172743.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -172744.656250 Penalty: 762.370789
	Iteration 42Q: 3 clusters Score -172744.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -172744.750000 Penalty: 762.370789
	Iteration 43Q: 3 clusters Score -172744.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -172745.578125 Penalty: 762.370789
	Iteration 44Q: 3 clusters Score -172745.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -172745.937500 Penalty: 762.370789
	Iteration 45Q: 3 clusters Score -172745.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -172746.171875 Penalty: 762.370789
	Iteration 46Q: 3 clusters Score -172746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -172746.328125 Penalty: 762.370789
	Iteration 47Q: 3 clusters Score -172746.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -172746.671875 Penalty: 762.370789
	Iteration 48Q: 3 clusters Score -172746.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -172746.671875 Penalty: 762.370789
	Iteration 49F: 3 clusters Score -172746.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Entering Unmasked Estep 
Score: -64507.488281 Penalty: 341.972961
	Iteration 0F: 2 clusters Score -64507.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -63150.652344 Penalty: 683.945923
	Iteration 0F: 3 clusters Score -63150.65 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -63672.738281 Penalty: 683.945923
	Iteration 1F: 3 clusters Score -63672.74 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -63791.605469 Penalty: 683.945923
	Iteration 2F: 3 clusters Score -63791.61 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -63872.535156 Penalty: 683.945923
	Iteration 3F: 3 clusters Score -63872.54 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -63941.128906 Penalty: 683.945923
	Iteration 4F: 3 clusters Score -63941.13 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -64007.292969 Penalty: 683.945923
	Iteration 5Q: 3 clusters Score -64007.29 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -64095.652344 Penalty: 683.945923
	Iteration 6Q: 3 clusters Score -64095.65 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -64173.933594 Penalty: 683.945923
	Iteration 7Q: 3 clusters Score -64173.93 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -64216.785156 Penalty: 683.945923
	Iteration 8Q: 3 clusters Score -64216.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -64235.492188 Penalty: 683.945923
	Iteration 9Q: 3 clusters Score -64235.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -64253.488281 Penalty: 683.945923
	Iteration 10Q: 3 clusters Score -64253.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64271.582031 Penalty: 683.945923
	Iteration 11Q: 3 clusters Score -64271.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64286.609375 Penalty: 683.945923
	Iteration 12Q: 3 clusters Score -64286.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64295.410156 Penalty: 683.945923
	Iteration 13Q: 3 clusters Score -64295.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64301.953125 Penalty: 683.945923
	Iteration 14Q: 3 clusters Score -64301.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64305.164062 Penalty: 683.945923
	Iteration 15Q: 3 clusters Score -64305.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64305.941406 Penalty: 683.945923
	Iteration 16Q: 3 clusters Score -64305.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64307.031250 Penalty: 683.945923
	Iteration 17Q: 3 clusters Score -64307.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64307.449219 Penalty: 683.945923
	Iteration 18Q: 3 clusters Score -64307.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64307.449219 Penalty: 683.945923
	Iteration 19F: 3 clusters Score -64307.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -36108.457031 Penalty: 315.780121
	Iteration 0F: 2 clusters Score -36108.46 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 519 members 
Entering Unmasked Estep 
Score: -35340.921875 Penalty: 631.560242
	Iteration 0F: 3 clusters Score -35340.92 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -35681.011719 Penalty: 631.560242
	Iteration 1F: 3 clusters Score -35681.01 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -35758.062500 Penalty: 631.560242
	Iteration 2F: 3 clusters Score -35758.06 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -35798.570312 Penalty: 631.560242
	Iteration 3F: 3 clusters Score -35798.57 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -35840.937500 Penalty: 631.560242
	Iteration 4Q: 3 clusters Score -35840.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -35867.628906 Penalty: 631.560242
	Iteration 5Q: 3 clusters Score -35867.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -35887.835938 Penalty: 631.560242
	Iteration 6Q: 3 clusters Score -35887.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -35901.179688 Penalty: 631.560242
	Iteration 7Q: 3 clusters Score -35901.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -35910.453125 Penalty: 631.560242
	Iteration 8Q: 3 clusters Score -35910.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -35917.769531 Penalty: 631.560242
	Iteration 9Q: 3 clusters Score -35917.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -35921.777344 Penalty: 631.560242
	Iteration 10Q: 3 clusters Score -35921.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -35927.722656 Penalty: 631.560242
	Iteration 11Q: 3 clusters Score -35927.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -35935.253906 Penalty: 631.560242
	Iteration 12Q: 3 clusters Score -35935.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -35939.527344 Penalty: 631.560242
	Iteration 13Q: 3 clusters Score -35939.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -35941.347656 Penalty: 631.560242
	Iteration 14Q: 3 clusters Score -35941.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -35944.382812 Penalty: 631.560242
	Iteration 15Q: 3 clusters Score -35944.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -35951.996094 Penalty: 631.560242
	Iteration 16Q: 3 clusters Score -35952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -35960.789062 Penalty: 631.560242
	Iteration 17Q: 3 clusters Score -35960.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -35966.535156 Penalty: 631.560242
	Iteration 18Q: 3 clusters Score -35966.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -35970.339844 Penalty: 631.560242
	Iteration 19Q: 3 clusters Score -35970.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -35974.425781 Penalty: 631.560242
	Iteration 20F: 3 clusters Score -35974.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -35978.218750 Penalty: 631.560242
	Iteration 21Q: 3 clusters Score -35978.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -35980.417969 Penalty: 631.560242
	Iteration 22Q: 3 clusters Score -35980.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -35980.558594 Penalty: 631.560242
	Iteration 23Q: 3 clusters Score -35980.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -35981.003906 Penalty: 631.560242
	Iteration 24Q: 3 clusters Score -35981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -35981.445312 Penalty: 631.560242
	Iteration 25Q: 3 clusters Score -35981.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -35981.445312 Penalty: 631.560242
	Iteration 26F: 3 clusters Score -35981.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -17114.310547 Penalty: 279.755310
	Iteration 0F: 2 clusters Score -17114.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16646.103516 Penalty: 559.510620
	Iteration 0F: 3 clusters Score -16646.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -16766.763672 Penalty: 559.510620
	Iteration 1F: 3 clusters Score -16766.76 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -16802.488281 Penalty: 559.510620
	Iteration 2F: 3 clusters Score -16802.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16827.126953 Penalty: 559.510620
	Iteration 3F: 3 clusters Score -16827.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -16838.777344 Penalty: 559.510620
	Iteration 4Q: 3 clusters Score -16838.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16850.306641 Penalty: 559.510620
	Iteration 5Q: 3 clusters Score -16850.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16857.869141 Penalty: 559.510620
	Iteration 6Q: 3 clusters Score -16857.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -16859.482422 Penalty: 559.510620
	Iteration 7Q: 3 clusters Score -16859.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16860.390625 Penalty: 559.510620
	Iteration 8Q: 3 clusters Score -16860.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16861.716797 Penalty: 559.510620
	Iteration 9Q: 3 clusters Score -16861.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16863.345703 Penalty: 559.510620
	Iteration 10Q: 3 clusters Score -16863.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -16864.457031 Penalty: 559.510620
	Iteration 11Q: 3 clusters Score -16864.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16865.992188 Penalty: 559.510620
	Iteration 12Q: 3 clusters Score -16865.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16866.416016 Penalty: 559.510620
	Iteration 13Q: 3 clusters Score -16866.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16866.416016 Penalty: 559.510620
	Iteration 14F: 3 clusters Score -16866.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Entering Unmasked Estep 
Score: -39355.320312 Penalty: 317.888763
	Iteration 0F: 2 clusters Score -39355.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -38475.710938 Penalty: 635.777527
	Iteration 0F: 3 clusters Score -38475.71 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -38741.246094 Penalty: 635.777527
	Iteration 1F: 3 clusters Score -38741.25 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -38798.539062 Penalty: 635.777527
	Iteration 2F: 3 clusters Score -38798.54 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -38840.410156 Penalty: 635.777527
	Iteration 3F: 3 clusters Score -38840.41 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -38876.210938 Penalty: 635.777527
	Iteration 4Q: 3 clusters Score -38876.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -38903.468750 Penalty: 635.777527
	Iteration 5Q: 3 clusters Score -38903.47 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38939.785156 Penalty: 635.777527
	Iteration 6Q: 3 clusters Score -38939.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38988.804688 Penalty: 635.777527
	Iteration 7Q: 3 clusters Score -38988.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39047.566406 Penalty: 635.777527
	Iteration 8Q: 3 clusters Score -39047.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39089.175781 Penalty: 635.777527
	Iteration 9Q: 3 clusters Score -39089.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39116.488281 Penalty: 635.777527
	Iteration 10Q: 3 clusters Score -39116.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39147.546875 Penalty: 635.777527
	Iteration 11Q: 3 clusters Score -39147.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39167.636719 Penalty: 635.777527
	Iteration 12Q: 3 clusters Score -39167.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39187.492188 Penalty: 635.777527
	Iteration 13Q: 3 clusters Score -39187.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39201.039062 Penalty: 635.777527
	Iteration 14Q: 3 clusters Score -39201.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39208.976562 Penalty: 635.777527
	Iteration 15Q: 3 clusters Score -39208.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39215.628906 Penalty: 635.777527
	Iteration 16Q: 3 clusters Score -39215.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39222.546875 Penalty: 635.777527
	Iteration 17Q: 3 clusters Score -39222.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39225.683594 Penalty: 635.777527
	Iteration 18Q: 3 clusters Score -39225.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39225.863281 Penalty: 635.777527
	Iteration 19Q: 3 clusters Score -39225.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39227.035156 Penalty: 635.777527
	Iteration 20F: 3 clusters Score -39227.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39227.175781 Penalty: 635.777527
	Iteration 21Q: 3 clusters Score -39227.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39227.175781 Penalty: 635.777527
	Iteration 22F: 3 clusters Score -39227.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Entering Unmasked Estep 
Score: -140645.187500 Penalty: 369.729675
	Iteration 0F: 2 clusters Score -140645.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -138328.484375 Penalty: 739.459351
	Iteration 0F: 3 clusters Score -138328.5 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -139229.968750 Penalty: 739.459351
	Iteration 1F: 3 clusters Score -139230 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -139355.859375 Penalty: 739.459351
	Iteration 2F: 3 clusters Score -139355.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -139465.546875 Penalty: 739.459351
	Iteration 3F: 3 clusters Score -139465.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -139537.500000 Penalty: 739.459351
	Iteration 4Q: 3 clusters Score -139537.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -139599.250000 Penalty: 739.459351
	Iteration 5Q: 3 clusters Score -139599.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -139684.437500 Penalty: 739.459351
	Iteration 6Q: 3 clusters Score -139684.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -139765.015625 Penalty: 739.459351
	Iteration 7Q: 3 clusters Score -139765 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -139847.890625 Penalty: 739.459351
	Iteration 8Q: 3 clusters Score -139847.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -139969.078125 Penalty: 739.459351
	Iteration 9Q: 3 clusters Score -139969.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -140066.515625 Penalty: 739.459351
	Iteration 10Q: 3 clusters Score -140066.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -140118.203125 Penalty: 739.459351
	Iteration 11Q: 3 clusters Score -140118.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -140164.750000 Penalty: 739.459351
	Iteration 12Q: 3 clusters Score -140164.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -140206.250000 Penalty: 739.459351
	Iteration 13Q: 3 clusters Score -140206.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -140225.140625 Penalty: 739.459351
	Iteration 14Q: 3 clusters Score -140225.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -140243.781250 Penalty: 739.459351
	Iteration 15Q: 3 clusters Score -140243.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -140256.843750 Penalty: 739.459351
	Iteration 16Q: 3 clusters Score -140256.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -140266.281250 Penalty: 739.459351
	Iteration 17Q: 3 clusters Score -140266.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -140273.093750 Penalty: 739.459351
	Iteration 18Q: 3 clusters Score -140273.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -140277.546875 Penalty: 739.459351
	Iteration 19Q: 3 clusters Score -140277.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -140281.968750 Penalty: 739.459351
	Iteration 20F: 3 clusters Score -140282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -140287.484375 Penalty: 739.459351
	Iteration 21Q: 3 clusters Score -140287.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -140291.796875 Penalty: 739.459351
	Iteration 22Q: 3 clusters Score -140291.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -140295.828125 Penalty: 739.459351
	Iteration 23Q: 3 clusters Score -140295.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -140298.593750 Penalty: 739.459351
	Iteration 24Q: 3 clusters Score -140298.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -140303.140625 Penalty: 739.459351
	Iteration 25Q: 3 clusters Score -140303.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -140310.984375 Penalty: 739.459351
	Iteration 26Q: 3 clusters Score -140311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -140315.234375 Penalty: 739.459351
	Iteration 27Q: 3 clusters Score -140315.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -140319.687500 Penalty: 739.459351
	Iteration 28Q: 3 clusters Score -140319.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -140322.281250 Penalty: 739.459351
	Iteration 29Q: 3 clusters Score -140322.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -140331.718750 Penalty: 739.459351
	Iteration 30Q: 3 clusters Score -140331.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -140336.109375 Penalty: 739.459351
	Iteration 31Q: 3 clusters Score -140336.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -140340.625000 Penalty: 739.459351
	Iteration 32Q: 3 clusters Score -140340.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -140342.937500 Penalty: 739.459351
	Iteration 33Q: 3 clusters Score -140342.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -140347.140625 Penalty: 739.459351
	Iteration 34Q: 3 clusters Score -140347.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -140348.125000 Penalty: 739.459351
	Iteration 35Q: 3 clusters Score -140348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -140348.343750 Penalty: 739.459351
	Iteration 36Q: 3 clusters Score -140348.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -140348.343750 Penalty: 739.459351
	Iteration 37F: 3 clusters Score -140348.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Entering Unmasked Estep 
Score: -507144.531250 Penalty: 431.116425
	Iteration 0F: 2 clusters Score -507144.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -498506.750000 Penalty: 862.232849
	Iteration 0F: 3 clusters Score -498506.8 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -501918.906250 Penalty: 862.232849
	Iteration 1F: 3 clusters Score -501918.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -502137.187500 Penalty: 862.232849
	Iteration 2Q: 3 clusters Score -502137.2 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -502468.062500 Penalty: 862.232849
	Iteration 3F: 3 clusters Score -502468.1 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -503066.750000 Penalty: 862.232849
	Iteration 4F: 3 clusters Score -503066.8 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -504016.125000 Penalty: 862.232849
	Iteration 5F: 3 clusters Score -504016.1 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -505130.625000 Penalty: 862.232849
	Iteration 6F: 3 clusters Score -505130.6 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -505999.625000 Penalty: 862.232849
	Iteration 7F: 3 clusters Score -505999.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -506468.437500 Penalty: 862.232849
	Iteration 8Q: 3 clusters Score -506468.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -506661.968750 Penalty: 862.232849
	Iteration 9Q: 3 clusters Score -506662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -506722.125000 Penalty: 862.232849
	Iteration 10Q: 3 clusters Score -506722.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -506744.312500 Penalty: 862.232849
	Iteration 11Q: 3 clusters Score -506744.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -506752.593750 Penalty: 862.232849
	Iteration 12Q: 3 clusters Score -506752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -506754.812500 Penalty: 862.232849
	Iteration 13Q: 3 clusters Score -506754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -506758.812500 Penalty: 862.232849
	Iteration 14Q: 3 clusters Score -506758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -506763.312500 Penalty: 862.232849
	Iteration 15Q: 3 clusters Score -506763.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -506766.375000 Penalty: 862.232849
	Iteration 16Q: 3 clusters Score -506766.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -506767.781250 Penalty: 862.232849
	Iteration 17Q: 3 clusters Score -506767.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -506767.781250 Penalty: 862.232849
	Iteration 18F: 3 clusters Score -506767.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -9869.366211 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -9869.366 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 142 members 
Entering Unmasked Estep 
Score: -9518.845703 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -9518.846 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9614.397461 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -9614.397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9653.572266 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -9653.572 nChanged 16
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: -9675.075195 Penalty: 515.329407
	Iteration 3F: 3 clusters Score -9675.075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9679.066406 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -9679.066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9684.428711 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -9684.429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9686.169922 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -9686.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9688.261719 Penalty: 515.329407
	Iteration 7Q: 3 clusters Score -9688.262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9689.301758 Penalty: 515.329407
	Iteration 8Q: 3 clusters Score -9689.302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9689.489258 Penalty: 515.329407
	Iteration 9Q: 3 clusters Score -9689.489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9689.489258 Penalty: 515.329407
	Iteration 10F: 3 clusters Score -9689.489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -9273.972656 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -9273.973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8953.942383 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -8953.942 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9019.863281 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -9019.863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9047.330078 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -9047.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9060.342773 Penalty: 505.671356
	Iteration 3Q: 3 clusters Score -9060.343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9065.360352 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -9065.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9067.582031 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -9067.582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9068.202148 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -9068.202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9068.202148 Penalty: 505.671356
	Iteration 7F: 3 clusters Score -9068.202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Entering Unmasked Estep 
Score: -56442.339844 Penalty: 334.884735
	Iteration 0F: 2 clusters Score -56442.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -55290.210938 Penalty: 669.769470
	Iteration 0F: 3 clusters Score -55290.21 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -55674.300781 Penalty: 669.769470
	Iteration 1F: 3 clusters Score -55674.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -55753.531250 Penalty: 669.769470
	Iteration 2F: 3 clusters Score -55753.53 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -55806.468750 Penalty: 669.769470
	Iteration 3F: 3 clusters Score -55806.47 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -55865.914062 Penalty: 669.769470
	Iteration 4F: 3 clusters Score -55865.91 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -55949.792969 Penalty: 669.769470
	Iteration 5F: 3 clusters Score -55949.79 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -56051.378906 Penalty: 669.769470
	Iteration 6F: 3 clusters Score -56051.38 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -56162.050781 Penalty: 669.769470
	Iteration 7F: 3 clusters Score -56162.05 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -56255.621094 Penalty: 669.769470
	Iteration 8F: 3 clusters Score -56255.62 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -56314.589844 Penalty: 669.769470
	Iteration 9Q: 3 clusters Score -56314.59 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -56353.699219 Penalty: 669.769470
	Iteration 10Q: 3 clusters Score -56353.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -56372.644531 Penalty: 669.769470
	Iteration 11Q: 3 clusters Score -56372.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -56383.468750 Penalty: 669.769470
	Iteration 12Q: 3 clusters Score -56383.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -56391.199219 Penalty: 669.769470
	Iteration 13Q: 3 clusters Score -56391.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -56398.371094 Penalty: 669.769470
	Iteration 14Q: 3 clusters Score -56398.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -56410.214844 Penalty: 669.769470
	Iteration 15Q: 3 clusters Score -56410.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -56416.273438 Penalty: 669.769470
	Iteration 16Q: 3 clusters Score -56416.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -56421.746094 Penalty: 669.769470
	Iteration 17Q: 3 clusters Score -56421.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -56426.035156 Penalty: 669.769470
	Iteration 18Q: 3 clusters Score -56426.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -56430.589844 Penalty: 669.769470
	Iteration 19Q: 3 clusters Score -56430.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -56434.792969 Penalty: 669.769470
	Iteration 20F: 3 clusters Score -56434.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -56438.593750 Penalty: 669.769470
	Iteration 21Q: 3 clusters Score -56438.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -56439.371094 Penalty: 669.769470
	Iteration 22Q: 3 clusters Score -56439.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -56439.761719 Penalty: 669.769470
	Iteration 23Q: 3 clusters Score -56439.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -56440.609375 Penalty: 669.769470
	Iteration 24Q: 3 clusters Score -56440.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -56440.953125 Penalty: 669.769470
	Iteration 25Q: 3 clusters Score -56440.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -56441.656250 Penalty: 669.769470
	Iteration 26Q: 3 clusters Score -56441.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -56442.929688 Penalty: 669.769470
	Iteration 27Q: 3 clusters Score -56442.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -56445.445312 Penalty: 669.769470
	Iteration 28Q: 3 clusters Score -56445.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -56446.152344 Penalty: 669.769470
	Iteration 29Q: 3 clusters Score -56446.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -56446.488281 Penalty: 669.769470
	Iteration 30Q: 3 clusters Score -56446.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -56446.632812 Penalty: 669.769470
	Iteration 31Q: 3 clusters Score -56446.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -56446.632812 Penalty: 669.769470
	Iteration 32F: 3 clusters Score -56446.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2203 members 
Mstep: Class 7 contains 26742 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3207 members 
Mstep: Class 10 contains 6083 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 4827 members 
Mstep: Class 15 contains 4349 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13031 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 587 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2586 members 
Mstep: Class 32 contains 2041 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285057 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7228 members 
Mstep: Class 44 contains 12074 members 
Mstep: Class 45 contains 57952 members 
Mstep: Class 46 contains 213812 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
Score: -28357984.000000 Penalty: 30714.316406
Splitting cluster 24 changes total score from -28358258.000000 to -28357984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -21819.634766 Penalty: 294.911743
	Iteration 0F: 2 clusters Score -21819.63 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 333 members 
Entering Unmasked Estep 
Score: -21238.917969 Penalty: 589.823486
	Iteration 0F: 3 clusters Score -21238.92 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -21469.388672 Penalty: 589.823486
	Iteration 1F: 3 clusters Score -21469.39 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -21540.927734 Penalty: 589.823486
	Iteration 2F: 3 clusters Score -21540.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -21566.791016 Penalty: 589.823486
	Iteration 3F: 3 clusters Score -21566.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -21587.212891 Penalty: 589.823486
	Iteration 4Q: 3 clusters Score -21587.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -21615.826172 Penalty: 589.823486
	Iteration 5Q: 3 clusters Score -21615.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -21661.501953 Penalty: 589.823486
	Iteration 6Q: 3 clusters Score -21661.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -21703.152344 Penalty: 589.823486
	Iteration 7F: 3 clusters Score -21703.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -21729.777344 Penalty: 589.823486
	Iteration 8Q: 3 clusters Score -21729.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -21748.144531 Penalty: 589.823486
	Iteration 9Q: 3 clusters Score -21748.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -21750.115234 Penalty: 589.823486
	Iteration 10Q: 3 clusters Score -21750.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -21750.937500 Penalty: 589.823486
	Iteration 11Q: 3 clusters Score -21750.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -21750.937500 Penalty: 589.823486
	Iteration 12F: 3 clusters Score -21750.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Entering Unmasked Estep 
Score: -64705.078125 Penalty: 337.554535
	Iteration 0F: 2 clusters Score -64705.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -63495.460938 Penalty: 675.109070
	Iteration 0F: 3 clusters Score -63495.46 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -63866.875000 Penalty: 675.109070
	Iteration 1F: 3 clusters Score -63866.88 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -63985.226562 Penalty: 675.109070
	Iteration 2F: 3 clusters Score -63985.23 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -64054.863281 Penalty: 675.109070
	Iteration 3F: 3 clusters Score -64054.86 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -64110.074219 Penalty: 675.109070
	Iteration 4Q: 3 clusters Score -64110.07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -64186.812500 Penalty: 675.109070
	Iteration 5Q: 3 clusters Score -64186.81 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -64254.351562 Penalty: 675.109070
	Iteration 6F: 3 clusters Score -64254.35 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -64328.839844 Penalty: 675.109070
	Iteration 7Q: 3 clusters Score -64328.84 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -64369.882812 Penalty: 675.109070
	Iteration 8Q: 3 clusters Score -64369.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -64394.167969 Penalty: 675.109070
	Iteration 9Q: 3 clusters Score -64394.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -64407.664062 Penalty: 675.109070
	Iteration 10Q: 3 clusters Score -64407.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -64416.117188 Penalty: 675.109070
	Iteration 11Q: 3 clusters Score -64416.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -64423.437500 Penalty: 675.109070
	Iteration 12Q: 3 clusters Score -64423.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -64426.390625 Penalty: 675.109070
	Iteration 13Q: 3 clusters Score -64426.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -64427.023438 Penalty: 675.109070
	Iteration 14Q: 3 clusters Score -64427.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -64428.140625 Penalty: 675.109070
	Iteration 15Q: 3 clusters Score -64428.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -64429.921875 Penalty: 675.109070
	Iteration 16Q: 3 clusters Score -64429.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -64433.281250 Penalty: 675.109070
	Iteration 17Q: 3 clusters Score -64433.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -64439.777344 Penalty: 675.109070
	Iteration 18Q: 3 clusters Score -64439.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -64455.777344 Penalty: 675.109070
	Iteration 19Q: 3 clusters Score -64455.78 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -64478.382812 Penalty: 675.109070
	Iteration 20F: 3 clusters Score -64478.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -64496.308594 Penalty: 675.109070
	Iteration 21Q: 3 clusters Score -64496.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -64505.617188 Penalty: 675.109070
	Iteration 22Q: 3 clusters Score -64505.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -64511.480469 Penalty: 675.109070
	Iteration 23Q: 3 clusters Score -64511.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -64516.644531 Penalty: 675.109070
	Iteration 24Q: 3 clusters Score -64516.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -64525.730469 Penalty: 675.109070
	Iteration 25Q: 3 clusters Score -64525.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -64534.648438 Penalty: 675.109070
	Iteration 26Q: 3 clusters Score -64534.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -64540.894531 Penalty: 675.109070
	Iteration 27Q: 3 clusters Score -64540.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -64548.187500 Penalty: 675.109070
	Iteration 28Q: 3 clusters Score -64548.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -64555.906250 Penalty: 675.109070
	Iteration 29Q: 3 clusters Score -64555.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -64564.839844 Penalty: 675.109070
	Iteration 30Q: 3 clusters Score -64564.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -64575.105469 Penalty: 675.109070
	Iteration 31Q: 3 clusters Score -64575.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -64579.539062 Penalty: 675.109070
	Iteration 32Q: 3 clusters Score -64579.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -64581.996094 Penalty: 675.109070
	Iteration 33Q: 3 clusters Score -64582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -64584.460938 Penalty: 675.109070
	Iteration 34Q: 3 clusters Score -64584.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -64586.343750 Penalty: 675.109070
	Iteration 35Q: 3 clusters Score -64586.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -64587.664062 Penalty: 675.109070
	Iteration 36Q: 3 clusters Score -64587.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -64588.316406 Penalty: 675.109070
	Iteration 37Q: 3 clusters Score -64588.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -64588.660156 Penalty: 675.109070
	Iteration 38Q: 3 clusters Score -64588.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -64589.085938 Penalty: 675.109070
	Iteration 39Q: 3 clusters Score -64589.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -64591.039062 Penalty: 675.109070
	Iteration 40F: 3 clusters Score -64591.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -64592.550781 Penalty: 675.109070
	Iteration 41Q: 3 clusters Score -64592.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -64593.066406 Penalty: 675.109070
	Iteration 42Q: 3 clusters Score -64593.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -64593.789062 Penalty: 675.109070
	Iteration 43Q: 3 clusters Score -64593.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -64594.460938 Penalty: 675.109070
	Iteration 44Q: 3 clusters Score -64594.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -64595.171875 Penalty: 675.109070
	Iteration 45Q: 3 clusters Score -64595.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -64596.742188 Penalty: 675.109070
	Iteration 46Q: 3 clusters Score -64596.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -64598.640625 Penalty: 675.109070
	Iteration 47Q: 3 clusters Score -64598.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -64599.933594 Penalty: 675.109070
	Iteration 48Q: 3 clusters Score -64599.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -64600.238281 Penalty: 675.109070
	Iteration 49Q: 3 clusters Score -64600.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -64600.550781 Penalty: 675.109070
	Iteration 50Q: 3 clusters Score -64600.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -64600.972656 Penalty: 675.109070
	Iteration 51Q: 3 clusters Score -64600.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -64601.640625 Penalty: 675.109070
	Iteration 52Q: 3 clusters Score -64601.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -64602.714844 Penalty: 675.109070
	Iteration 53Q: 3 clusters Score -64602.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -64603.644531 Penalty: 675.109070
	Iteration 54Q: 3 clusters Score -64603.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -64605.480469 Penalty: 675.109070
	Iteration 55Q: 3 clusters Score -64605.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -64608.089844 Penalty: 675.109070
	Iteration 56Q: 3 clusters Score -64608.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -64608.558594 Penalty: 675.109070
	Iteration 57Q: 3 clusters Score -64608.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -64609.089844 Penalty: 675.109070
	Iteration 58Q: 3 clusters Score -64609.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -64609.699219 Penalty: 675.109070
	Iteration 59Q: 3 clusters Score -64609.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -64609.906250 Penalty: 675.109070
	Iteration 60F: 3 clusters Score -64609.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -54756.281250 Penalty: 328.659943
	Iteration 0F: 2 clusters Score -54756.28 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 687 members 
Entering Unmasked Estep 
Score: -53691.093750 Penalty: 657.319885
	Iteration 0F: 3 clusters Score -53691.09 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -53999.582031 Penalty: 657.319885
	Iteration 1F: 3 clusters Score -53999.58 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -54074.296875 Penalty: 657.319885
	Iteration 2F: 3 clusters Score -54074.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -54157.285156 Penalty: 657.319885
	Iteration 3F: 3 clusters Score -54157.29 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -54200.515625 Penalty: 657.319885
	Iteration 4F: 3 clusters Score -54200.52 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -54226.378906 Penalty: 657.319885
	Iteration 5Q: 3 clusters Score -54226.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -54240.914062 Penalty: 657.319885
	Iteration 6Q: 3 clusters Score -54240.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -54255.664062 Penalty: 657.319885
	Iteration 7Q: 3 clusters Score -54255.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -54274.226562 Penalty: 657.319885
	Iteration 8Q: 3 clusters Score -54274.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -54306.851562 Penalty: 657.319885
	Iteration 9Q: 3 clusters Score -54306.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -54337.066406 Penalty: 657.319885
	Iteration 10Q: 3 clusters Score -54337.07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -54373.851562 Penalty: 657.319885
	Iteration 11Q: 3 clusters Score -54373.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54402.304688 Penalty: 657.319885
	Iteration 12Q: 3 clusters Score -54402.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -54422.132812 Penalty: 657.319885
	Iteration 13Q: 3 clusters Score -54422.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54439.007812 Penalty: 657.319885
	Iteration 14Q: 3 clusters Score -54439.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54450.273438 Penalty: 657.319885
	Iteration 15Q: 3 clusters Score -54450.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54457.921875 Penalty: 657.319885
	Iteration 16Q: 3 clusters Score -54457.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54462.703125 Penalty: 657.319885
	Iteration 17Q: 3 clusters Score -54462.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54465.394531 Penalty: 657.319885
	Iteration 18Q: 3 clusters Score -54465.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54467.109375 Penalty: 657.319885
	Iteration 19Q: 3 clusters Score -54467.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -54469.707031 Penalty: 657.319885
	Iteration 20F: 3 clusters Score -54469.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -54470.527344 Penalty: 657.319885
	Iteration 21Q: 3 clusters Score -54470.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -54471.984375 Penalty: 657.319885
	Iteration 22Q: 3 clusters Score -54471.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -54473.000000 Penalty: 657.319885
	Iteration 23Q: 3 clusters Score -54473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54473.566406 Penalty: 657.319885
	Iteration 24Q: 3 clusters Score -54473.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -54473.871094 Penalty: 657.319885
	Iteration 25Q: 3 clusters Score -54473.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -54474.257812 Penalty: 657.319885
	Iteration 26Q: 3 clusters Score -54474.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -54474.257812 Penalty: 657.319885
	Iteration 27F: 3 clusters Score -54474.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Entering Unmasked Estep 
Score: -88331.960938 Penalty: 348.082672
	Iteration 0F: 2 clusters Score -88331.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -86873.007812 Penalty: 696.165344
	Iteration 0F: 3 clusters Score -86873.01 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -87301.117188 Penalty: 696.165344
	Iteration 1F: 3 clusters Score -87301.12 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -87374.062500 Penalty: 696.165344
	Iteration 2F: 3 clusters Score -87374.06 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -87427.906250 Penalty: 696.165344
	Iteration 3F: 3 clusters Score -87427.91 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -87477.398438 Penalty: 696.165344
	Iteration 4Q: 3 clusters Score -87477.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -87517.515625 Penalty: 696.165344
	Iteration 5Q: 3 clusters Score -87517.52 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -87551.703125 Penalty: 696.165344
	Iteration 6Q: 3 clusters Score -87551.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -87596.101562 Penalty: 696.165344
	Iteration 7Q: 3 clusters Score -87596.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -87648.976562 Penalty: 696.165344
	Iteration 8Q: 3 clusters Score -87648.98 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -87713.218750 Penalty: 696.165344
	Iteration 9Q: 3 clusters Score -87713.22 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -87783.226562 Penalty: 696.165344
	Iteration 10Q: 3 clusters Score -87783.23 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -87844.757812 Penalty: 696.165344
	Iteration 11Q: 3 clusters Score -87844.76 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -87898.312500 Penalty: 696.165344
	Iteration 12Q: 3 clusters Score -87898.31 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -87930.406250 Penalty: 696.165344
	Iteration 13Q: 3 clusters Score -87930.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -87951.304688 Penalty: 696.165344
	Iteration 14Q: 3 clusters Score -87951.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -87968.468750 Penalty: 696.165344
	Iteration 15Q: 3 clusters Score -87968.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -87983.875000 Penalty: 696.165344
	Iteration 16Q: 3 clusters Score -87983.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -87998.554688 Penalty: 696.165344
	Iteration 17Q: 3 clusters Score -87998.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -88012.640625 Penalty: 696.165344
	Iteration 18Q: 3 clusters Score -88012.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -88019.250000 Penalty: 696.165344
	Iteration 19Q: 3 clusters Score -88019.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -88026.937500 Penalty: 696.165344
	Iteration 20F: 3 clusters Score -88026.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -88031.921875 Penalty: 696.165344
	Iteration 21Q: 3 clusters Score -88031.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -88034.882812 Penalty: 696.165344
	Iteration 22Q: 3 clusters Score -88034.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -88036.828125 Penalty: 696.165344
	Iteration 23Q: 3 clusters Score -88036.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -88040.976562 Penalty: 696.165344
	Iteration 24Q: 3 clusters Score -88040.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -88043.664062 Penalty: 696.165344
	Iteration 25Q: 3 clusters Score -88043.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -88050.007812 Penalty: 696.165344
	Iteration 26Q: 3 clusters Score -88050.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -88054.164062 Penalty: 696.165344
	Iteration 27Q: 3 clusters Score -88054.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -88060.593750 Penalty: 696.165344
	Iteration 28Q: 3 clusters Score -88060.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -88062.523438 Penalty: 696.165344
	Iteration 29Q: 3 clusters Score -88062.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -88062.945312 Penalty: 696.165344
	Iteration 30Q: 3 clusters Score -88062.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -88062.945312 Penalty: 696.165344
	Iteration 31F: 3 clusters Score -88062.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Entering Unmasked Estep 
Score: -63499.265625 Penalty: 334.008026
	Iteration 0F: 2 clusters Score -63499.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -62354.402344 Penalty: 668.016052
	Iteration 0F: 3 clusters Score -62354.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -62685.050781 Penalty: 668.016052
	Iteration 1F: 3 clusters Score -62685.05 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -62787.085938 Penalty: 668.016052
	Iteration 2F: 3 clusters Score -62787.09 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -62893.863281 Penalty: 668.016052
	Iteration 3F: 3 clusters Score -62893.86 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62980.386719 Penalty: 668.016052
	Iteration 4F: 3 clusters Score -62980.39 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63054.546875 Penalty: 668.016052
	Iteration 5F: 3 clusters Score -63054.55 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63102.011719 Penalty: 668.016052
	Iteration 6Q: 3 clusters Score -63102.01 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -63144.320312 Penalty: 668.016052
	Iteration 7Q: 3 clusters Score -63144.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -63171.082031 Penalty: 668.016052
	Iteration 8Q: 3 clusters Score -63171.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -63189.097656 Penalty: 668.016052
	Iteration 9Q: 3 clusters Score -63189.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -63201.984375 Penalty: 668.016052
	Iteration 10Q: 3 clusters Score -63201.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -63213.667969 Penalty: 668.016052
	Iteration 11Q: 3 clusters Score -63213.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -63225.988281 Penalty: 668.016052
	Iteration 12Q: 3 clusters Score -63225.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -63237.109375 Penalty: 668.016052
	Iteration 13Q: 3 clusters Score -63237.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -63241.519531 Penalty: 668.016052
	Iteration 14Q: 3 clusters Score -63241.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -63243.378906 Penalty: 668.016052
	Iteration 15Q: 3 clusters Score -63243.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -63243.945312 Penalty: 668.016052
	Iteration 16Q: 3 clusters Score -63243.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -63245.156250 Penalty: 668.016052
	Iteration 17Q: 3 clusters Score -63245.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -63245.156250 Penalty: 668.016052
	Iteration 18F: 3 clusters Score -63245.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Entering Unmasked Estep 
Score: -68757.070312 Penalty: 338.016205
	Iteration 0F: 2 clusters Score -68757.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -67493.140625 Penalty: 676.032410
	Iteration 0F: 3 clusters Score -67493.14 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -67912.085938 Penalty: 676.032410
	Iteration 1F: 3 clusters Score -67912.09 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -67996.140625 Penalty: 676.032410
	Iteration 2F: 3 clusters Score -67996.14 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -68076.007812 Penalty: 676.032410
	Iteration 3F: 3 clusters Score -68076.01 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -68156.093750 Penalty: 676.032410
	Iteration 4F: 3 clusters Score -68156.09 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -68231.375000 Penalty: 676.032410
	Iteration 5F: 3 clusters Score -68231.38 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -68300.257812 Penalty: 676.032410
	Iteration 6F: 3 clusters Score -68300.26 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -68358.117188 Penalty: 676.032410
	Iteration 7Q: 3 clusters Score -68358.12 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -68407.320312 Penalty: 676.032410
	Iteration 8Q: 3 clusters Score -68407.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -68431.578125 Penalty: 676.032410
	Iteration 9Q: 3 clusters Score -68431.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -68445.898438 Penalty: 676.032410
	Iteration 10Q: 3 clusters Score -68445.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -68456.148438 Penalty: 676.032410
	Iteration 11Q: 3 clusters Score -68456.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -68463.492188 Penalty: 676.032410
	Iteration 12Q: 3 clusters Score -68463.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -68475.140625 Penalty: 676.032410
	Iteration 13Q: 3 clusters Score -68475.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -68481.007812 Penalty: 676.032410
	Iteration 14Q: 3 clusters Score -68481.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -68487.429688 Penalty: 676.032410
	Iteration 15Q: 3 clusters Score -68487.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -68496.929688 Penalty: 676.032410
	Iteration 16Q: 3 clusters Score -68496.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -68503.781250 Penalty: 676.032410
	Iteration 17Q: 3 clusters Score -68503.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -68508.968750 Penalty: 676.032410
	Iteration 18Q: 3 clusters Score -68508.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -68516.289062 Penalty: 676.032410
	Iteration 19Q: 3 clusters Score -68516.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -68520.093750 Penalty: 676.032410
	Iteration 20F: 3 clusters Score -68520.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -68522.632812 Penalty: 676.032410
	Iteration 21Q: 3 clusters Score -68522.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -68523.773438 Penalty: 676.032410
	Iteration 22Q: 3 clusters Score -68523.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -68524.062500 Penalty: 676.032410
	Iteration 23Q: 3 clusters Score -68524.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -68524.500000 Penalty: 676.032410
	Iteration 24Q: 3 clusters Score -68524.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -68524.890625 Penalty: 676.032410
	Iteration 25Q: 3 clusters Score -68524.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -68525.695312 Penalty: 676.032410
	Iteration 26Q: 3 clusters Score -68525.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -68525.992188 Penalty: 676.032410
	Iteration 27Q: 3 clusters Score -68525.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -68526.382812 Penalty: 676.032410
	Iteration 28Q: 3 clusters Score -68526.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -68526.546875 Penalty: 676.032410
	Iteration 29Q: 3 clusters Score -68526.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -68526.546875 Penalty: 676.032410
	Iteration 30F: 3 clusters Score -68526.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Entering Unmasked Estep 
Score: -109522.218750 Penalty: 357.532990
	Iteration 0F: 2 clusters Score -109522.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -107697.117188 Penalty: 715.065979
	Iteration 0F: 3 clusters Score -107697.1 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -108317.281250 Penalty: 715.065979
	Iteration 1F: 3 clusters Score -108317.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -108415.320312 Penalty: 715.065979
	Iteration 2F: 3 clusters Score -108415.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -108484.265625 Penalty: 715.065979
	Iteration 3F: 3 clusters Score -108484.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -108532.179688 Penalty: 715.065979
	Iteration 4Q: 3 clusters Score -108532.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -108569.804688 Penalty: 715.065979
	Iteration 5Q: 3 clusters Score -108569.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -108607.710938 Penalty: 715.065979
	Iteration 6Q: 3 clusters Score -108607.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -108646.789062 Penalty: 715.065979
	Iteration 7Q: 3 clusters Score -108646.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -108697.164062 Penalty: 715.065979
	Iteration 8Q: 3 clusters Score -108697.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -108744.070312 Penalty: 715.065979
	Iteration 9Q: 3 clusters Score -108744.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -108814.320312 Penalty: 715.065979
	Iteration 10Q: 3 clusters Score -108814.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -108897.625000 Penalty: 715.065979
	Iteration 11Q: 3 clusters Score -108897.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -108982.335938 Penalty: 715.065979
	Iteration 12Q: 3 clusters Score -108982.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -109054.093750 Penalty: 715.065979
	Iteration 13Q: 3 clusters Score -109054.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -109096.304688 Penalty: 715.065979
	Iteration 14Q: 3 clusters Score -109096.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -109127.156250 Penalty: 715.065979
	Iteration 15Q: 3 clusters Score -109127.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -109149.414062 Penalty: 715.065979
	Iteration 16Q: 3 clusters Score -109149.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -109167.343750 Penalty: 715.065979
	Iteration 17Q: 3 clusters Score -109167.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -109180.250000 Penalty: 715.065979
	Iteration 18Q: 3 clusters Score -109180.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -109187.914062 Penalty: 715.065979
	Iteration 19Q: 3 clusters Score -109187.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -109193.148438 Penalty: 715.065979
	Iteration 20F: 3 clusters Score -109193.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -109195.351562 Penalty: 715.065979
	Iteration 21Q: 3 clusters Score -109195.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -109197.078125 Penalty: 715.065979
	Iteration 22Q: 3 clusters Score -109197.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -109200.359375 Penalty: 715.065979
	Iteration 23Q: 3 clusters Score -109200.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -109202.414062 Penalty: 715.065979
	Iteration 24Q: 3 clusters Score -109202.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -109205.898438 Penalty: 715.065979
	Iteration 25Q: 3 clusters Score -109205.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -109210.835938 Penalty: 715.065979
	Iteration 26Q: 3 clusters Score -109210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -109215.132812 Penalty: 715.065979
	Iteration 27Q: 3 clusters Score -109215.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -109219.320312 Penalty: 715.065979
	Iteration 28Q: 3 clusters Score -109219.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -109220.929688 Penalty: 715.065979
	Iteration 29Q: 3 clusters Score -109220.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -109231.898438 Penalty: 715.065979
	Iteration 30Q: 3 clusters Score -109231.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -109238.085938 Penalty: 715.065979
	Iteration 31Q: 3 clusters Score -109238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -109238.343750 Penalty: 715.065979
	Iteration 32Q: 3 clusters Score -109238.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -109238.343750 Penalty: 715.065979
	Iteration 33F: 3 clusters Score -109238.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Entering Unmasked Estep 
Score: -80826.406250 Penalty: 346.764374
	Iteration 0F: 2 clusters Score -80826.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -79374.664062 Penalty: 693.528748
	Iteration 0F: 3 clusters Score -79374.66 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -79945.867188 Penalty: 693.528748
	Iteration 1F: 3 clusters Score -79945.87 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -80103.296875 Penalty: 693.528748
	Iteration 2F: 3 clusters Score -80103.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -80197.007812 Penalty: 693.528748
	Iteration 3F: 3 clusters Score -80197.01 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -80240.242188 Penalty: 693.528748
	Iteration 4Q: 3 clusters Score -80240.24 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -80272.062500 Penalty: 693.528748
	Iteration 5Q: 3 clusters Score -80272.06 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -80296.187500 Penalty: 693.528748
	Iteration 6Q: 3 clusters Score -80296.19 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -80317.757812 Penalty: 693.528748
	Iteration 7Q: 3 clusters Score -80317.76 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -80337.726562 Penalty: 693.528748
	Iteration 8Q: 3 clusters Score -80337.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -80355.875000 Penalty: 693.528748
	Iteration 9Q: 3 clusters Score -80355.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -80367.039062 Penalty: 693.528748
	Iteration 10Q: 3 clusters Score -80367.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -80382.164062 Penalty: 693.528748
	Iteration 11Q: 3 clusters Score -80382.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -80396.132812 Penalty: 693.528748
	Iteration 12Q: 3 clusters Score -80396.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -80407.976562 Penalty: 693.528748
	Iteration 13Q: 3 clusters Score -80407.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -80417.703125 Penalty: 693.528748
	Iteration 14Q: 3 clusters Score -80417.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -80431.421875 Penalty: 693.528748
	Iteration 15Q: 3 clusters Score -80431.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -80445.328125 Penalty: 693.528748
	Iteration 16Q: 3 clusters Score -80445.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -80455.851562 Penalty: 693.528748
	Iteration 17Q: 3 clusters Score -80455.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -80466.656250 Penalty: 693.528748
	Iteration 18Q: 3 clusters Score -80466.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -80475.484375 Penalty: 693.528748
	Iteration 19Q: 3 clusters Score -80475.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -80482.812500 Penalty: 693.528748
	Iteration 20F: 3 clusters Score -80482.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -80488.296875 Penalty: 693.528748
	Iteration 21Q: 3 clusters Score -80488.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80492.046875 Penalty: 693.528748
	Iteration 22Q: 3 clusters Score -80492.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -80494.281250 Penalty: 693.528748
	Iteration 23Q: 3 clusters Score -80494.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -80495.789062 Penalty: 693.528748
	Iteration 24Q: 3 clusters Score -80495.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80497.085938 Penalty: 693.528748
	Iteration 25Q: 3 clusters Score -80497.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80497.406250 Penalty: 693.528748
	Iteration 26Q: 3 clusters Score -80497.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80497.750000 Penalty: 693.528748
	Iteration 27Q: 3 clusters Score -80497.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -80498.031250 Penalty: 693.528748
	Iteration 28Q: 3 clusters Score -80498.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80498.539062 Penalty: 693.528748
	Iteration 29Q: 3 clusters Score -80498.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -80498.921875 Penalty: 693.528748
	Iteration 30Q: 3 clusters Score -80498.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80499.210938 Penalty: 693.528748
	Iteration 31Q: 3 clusters Score -80499.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -80501.648438 Penalty: 693.528748
	Iteration 32Q: 3 clusters Score -80501.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -80503.953125 Penalty: 693.528748
	Iteration 33Q: 3 clusters Score -80503.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80505.835938 Penalty: 693.528748
	Iteration 34Q: 3 clusters Score -80505.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -80507.632812 Penalty: 693.528748
	Iteration 35Q: 3 clusters Score -80507.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -80509.750000 Penalty: 693.528748
	Iteration 36Q: 3 clusters Score -80509.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -80513.101562 Penalty: 693.528748
	Iteration 37Q: 3 clusters Score -80513.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -80514.421875 Penalty: 693.528748
	Iteration 38Q: 3 clusters Score -80514.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -80516.523438 Penalty: 693.528748
	Iteration 39Q: 3 clusters Score -80516.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -80517.882812 Penalty: 693.528748
	Iteration 40F: 3 clusters Score -80517.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80520.804688 Penalty: 693.528748
	Iteration 41Q: 3 clusters Score -80520.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -80523.750000 Penalty: 693.528748
	Iteration 42Q: 3 clusters Score -80523.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80530.984375 Penalty: 693.528748
	Iteration 43Q: 3 clusters Score -80530.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80540.679688 Penalty: 693.528748
	Iteration 44Q: 3 clusters Score -80540.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -80545.031250 Penalty: 693.528748
	Iteration 45Q: 3 clusters Score -80545.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -80550.523438 Penalty: 693.528748
	Iteration 46Q: 3 clusters Score -80550.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -80554.179688 Penalty: 693.528748
	Iteration 47Q: 3 clusters Score -80554.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -80561.289062 Penalty: 693.528748
	Iteration 48Q: 3 clusters Score -80561.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -80567.265625 Penalty: 693.528748
	Iteration 49Q: 3 clusters Score -80567.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -80570.351562 Penalty: 693.528748
	Iteration 50Q: 3 clusters Score -80570.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -80573.890625 Penalty: 693.528748
	Iteration 51Q: 3 clusters Score -80573.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -80582.968750 Penalty: 693.528748
	Iteration 52Q: 3 clusters Score -80582.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -80591.742188 Penalty: 693.528748
	Iteration 53Q: 3 clusters Score -80591.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -80598.226562 Penalty: 693.528748
	Iteration 54Q: 3 clusters Score -80598.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -80599.359375 Penalty: 693.528748
	Iteration 55Q: 3 clusters Score -80599.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -80599.953125 Penalty: 693.528748
	Iteration 56Q: 3 clusters Score -80599.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -80599.953125 Penalty: 693.528748
	Iteration 57F: 3 clusters Score -80599.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -3848.521729 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -3848.522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3627.694092 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -3627.694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -3684.443115 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -3684.443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -3689.881348 Penalty: 443.642975
	Iteration 2Q: 3 clusters Score -3689.881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -3691.395996 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -3691.396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -3691.395996 Penalty: 443.642975
	Iteration 4F: 3 clusters Score -3691.396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -64888.304688 Penalty: 337.663574
	Iteration 0F: 2 clusters Score -64888.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -63637.625000 Penalty: 675.327148
	Iteration 0F: 3 clusters Score -63637.62 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -64063.148438 Penalty: 675.327148
	Iteration 1F: 3 clusters Score -64063.15 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -64124.976562 Penalty: 675.327148
	Iteration 2F: 3 clusters Score -64124.98 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -64175.507812 Penalty: 675.327148
	Iteration 3F: 3 clusters Score -64175.51 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -64224.363281 Penalty: 675.327148
	Iteration 4Q: 3 clusters Score -64224.36 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -64267.769531 Penalty: 675.327148
	Iteration 5Q: 3 clusters Score -64267.77 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -64337.636719 Penalty: 675.327148
	Iteration 6Q: 3 clusters Score -64337.64 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -64405.804688 Penalty: 675.327148
	Iteration 7F: 3 clusters Score -64405.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -64449.644531 Penalty: 675.327148
	Iteration 8Q: 3 clusters Score -64449.64 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -64498.277344 Penalty: 675.327148
	Iteration 9Q: 3 clusters Score -64498.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -64527.644531 Penalty: 675.327148
	Iteration 10Q: 3 clusters Score -64527.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -64542.812500 Penalty: 675.327148
	Iteration 11Q: 3 clusters Score -64542.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -64554.234375 Penalty: 675.327148
	Iteration 12Q: 3 clusters Score -64554.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -64564.062500 Penalty: 675.327148
	Iteration 13Q: 3 clusters Score -64564.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -64570.820312 Penalty: 675.327148
	Iteration 14Q: 3 clusters Score -64570.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -64578.500000 Penalty: 675.327148
	Iteration 15Q: 3 clusters Score -64578.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -64583.210938 Penalty: 675.327148
	Iteration 16Q: 3 clusters Score -64583.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -64589.039062 Penalty: 675.327148
	Iteration 17Q: 3 clusters Score -64589.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -64598.070312 Penalty: 675.327148
	Iteration 18Q: 3 clusters Score -64598.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -64608.558594 Penalty: 675.327148
	Iteration 19Q: 3 clusters Score -64608.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -64617.605469 Penalty: 675.327148
	Iteration 20F: 3 clusters Score -64617.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -64626.574219 Penalty: 675.327148
	Iteration 21Q: 3 clusters Score -64626.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -64633.570312 Penalty: 675.327148
	Iteration 22Q: 3 clusters Score -64633.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -64637.031250 Penalty: 675.327148
	Iteration 23Q: 3 clusters Score -64637.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -64638.210938 Penalty: 675.327148
	Iteration 24Q: 3 clusters Score -64638.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -64638.906250 Penalty: 675.327148
	Iteration 25Q: 3 clusters Score -64638.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -64640.062500 Penalty: 675.327148
	Iteration 26Q: 3 clusters Score -64640.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -64640.496094 Penalty: 675.327148
	Iteration 27Q: 3 clusters Score -64640.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -64640.546875 Penalty: 675.327148
	Iteration 28Q: 3 clusters Score -64640.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -64640.546875 Penalty: 675.327148
	Iteration 29F: 3 clusters Score -64640.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (285057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285057 members 
Entering Unmasked Estep 
Score: -11840311.000000 Penalty: 571.500244
	Iteration 0F: 2 clusters Score -1.184031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142752 members 
Mstep: Class 2 contains 142305 members 
Entering Unmasked Estep 
Score: -11646478.000000 Penalty: 1143.000488
	Iteration 0F: 3 clusters Score -1.164648e+07 nChanged 140729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168019 members 
Mstep: Class 2 contains 117038 members 
Entering Unmasked Estep 
Score: -11742190.000000 Penalty: 1143.000488
	Iteration 1F: 3 clusters Score -1.174219e+07 nChanged 19236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182353 members 
Mstep: Class 2 contains 102704 members 
Entering Unmasked Estep 
Score: -11752526.000000 Penalty: 1143.000488
	Iteration 2F: 3 clusters Score -1.175253e+07 nChanged 20648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199197 members 
Mstep: Class 2 contains 85860 members 
Entering Unmasked Estep 
Score: -11764966.000000 Penalty: 1143.000488
	Iteration 3F: 3 clusters Score -1.176497e+07 nChanged 20583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217468 members 
Mstep: Class 2 contains 67589 members 
Entering Unmasked Estep 
Score: -11779310.000000 Penalty: 1143.000488
	Iteration 4F: 3 clusters Score -1.177931e+07 nChanged 19351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235871 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -11794355.000000 Penalty: 1143.000488
	Iteration 5F: 3 clusters Score -1.179436e+07 nChanged 17549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253220 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -11809889.000000 Penalty: 1143.000488
	Iteration 6F: 3 clusters Score -1.180989e+07 nChanged 14426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267638 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -11824018.000000 Penalty: 1143.000488
	Iteration 7F: 3 clusters Score -1.182402e+07 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277433 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -11833680.000000 Penalty: 1143.000488
	Iteration 8Q: 3 clusters Score -1.183368e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281977 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -11837783.000000 Penalty: 1143.000488
	Iteration 9Q: 3 clusters Score -1.183778e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283641 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -11839097.000000 Penalty: 1143.000488
	Iteration 10Q: 3 clusters Score -1.18391e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284261 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -11839539.000000 Penalty: 1143.000488
	Iteration 11Q: 3 clusters Score -1.183954e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284483 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -11839737.000000 Penalty: 1143.000488
	Iteration 12Q: 3 clusters Score -1.183974e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284558 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -11839857.000000 Penalty: 1143.000488
	Iteration 13Q: 3 clusters Score -1.183986e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284569 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -11839950.000000 Penalty: 1143.000488
	Iteration 14Q: 3 clusters Score -1.183995e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284542 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -11840039.000000 Penalty: 1143.000488
	Iteration 15Q: 3 clusters Score -1.184004e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284509 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -11840132.000000 Penalty: 1143.000488
	Iteration 16Q: 3 clusters Score -1.184013e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284463 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11840188.000000 Penalty: 1143.000488
	Iteration 17Q: 3 clusters Score -1.184019e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284434 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -11840214.000000 Penalty: 1143.000488
	Iteration 18Q: 3 clusters Score -1.184021e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284408 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -11840250.000000 Penalty: 1143.000488
	Iteration 19Q: 3 clusters Score -1.184025e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284392 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -11840260.000000 Penalty: 1143.000488
	Iteration 20F: 3 clusters Score -1.184026e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284384 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -11840256.000000 Penalty: 1143.000488
	Iteration 21Q: 3 clusters Score -1.184026e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284378 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -11840264.000000 Penalty: 1143.000488
	Iteration 22Q: 3 clusters Score -1.184026e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284375 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -11840257.000000 Penalty: 1143.000488
	Iteration 23Q: 3 clusters Score -1.184026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284365 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -11840266.000000 Penalty: 1143.000488
	Iteration 24Q: 3 clusters Score -1.184027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284362 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -11840279.000000 Penalty: 1143.000488
	Iteration 25Q: 3 clusters Score -1.184028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284365 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -11840271.000000 Penalty: 1143.000488
	Iteration 26Q: 3 clusters Score -1.184027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284364 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -11840273.000000 Penalty: 1143.000488
	Iteration 27Q: 3 clusters Score -1.184027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284362 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -11840277.000000 Penalty: 1143.000488
	Iteration 28Q: 3 clusters Score -1.184028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284362 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -11840278.000000 Penalty: 1143.000488
	Iteration 29Q: 3 clusters Score -1.184028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284363 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -11840276.000000 Penalty: 1143.000488
	Iteration 30Q: 3 clusters Score -1.184028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284363 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -11840276.000000 Penalty: 1143.000488
	Iteration 31F: 3 clusters Score -1.184028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -10633.513672 Penalty: 266.144287
	Iteration 0F: 2 clusters Score -10633.51 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 179 members 
Entering Unmasked Estep 
Score: -10289.450195 Penalty: 532.288574
	Iteration 0F: 3 clusters Score -10289.45 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10422.074219 Penalty: 532.288574
	Iteration 1F: 3 clusters Score -10422.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10451.401367 Penalty: 532.288574
	Iteration 2F: 3 clusters Score -10451.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10479.705078 Penalty: 532.288574
	Iteration 3Q: 3 clusters Score -10479.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10505.107422 Penalty: 532.288574
	Iteration 4Q: 3 clusters Score -10505.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -10520.891602 Penalty: 532.288574
	Iteration 5Q: 3 clusters Score -10520.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -10524.765625 Penalty: 532.288574
	Iteration 6Q: 3 clusters Score -10524.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -10526.563477 Penalty: 532.288574
	Iteration 7Q: 3 clusters Score -10526.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10527.263672 Penalty: 532.288574
	Iteration 8Q: 3 clusters Score -10527.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10531.091797 Penalty: 532.288574
	Iteration 9Q: 3 clusters Score -10531.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10532.167969 Penalty: 532.288574
	Iteration 10Q: 3 clusters Score -10532.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -10536.055664 Penalty: 532.288574
	Iteration 11Q: 3 clusters Score -10536.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10538.921875 Penalty: 532.288574
	Iteration 12Q: 3 clusters Score -10538.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10542.653320 Penalty: 532.288574
	Iteration 13Q: 3 clusters Score -10542.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -10543.877930 Penalty: 532.288574
	Iteration 14Q: 3 clusters Score -10543.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -10543.877930 Penalty: 532.288574
	Iteration 15F: 3 clusters Score -10543.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -17141.449219 Penalty: 283.576385
	Iteration 0F: 2 clusters Score -17141.45 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 254 members 
Entering Unmasked Estep 
Score: -16664.166016 Penalty: 567.152771
	Iteration 0F: 3 clusters Score -16664.17 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16793.226562 Penalty: 567.152771
	Iteration 1F: 3 clusters Score -16793.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16835.013672 Penalty: 567.152771
	Iteration 2F: 3 clusters Score -16835.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16854.392578 Penalty: 567.152771
	Iteration 3Q: 3 clusters Score -16854.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16865.771484 Penalty: 567.152771
	Iteration 4Q: 3 clusters Score -16865.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16875.800781 Penalty: 567.152771
	Iteration 5Q: 3 clusters Score -16875.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16880.519531 Penalty: 567.152771
	Iteration 6Q: 3 clusters Score -16880.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16890.208984 Penalty: 567.152771
	Iteration 7Q: 3 clusters Score -16890.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16898.578125 Penalty: 567.152771
	Iteration 8Q: 3 clusters Score -16898.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16906.158203 Penalty: 567.152771
	Iteration 9Q: 3 clusters Score -16906.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16907.947266 Penalty: 567.152771
	Iteration 10Q: 3 clusters Score -16907.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16908.789062 Penalty: 567.152771
	Iteration 11Q: 3 clusters Score -16908.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16909.029297 Penalty: 567.152771
	Iteration 12Q: 3 clusters Score -16909.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16909.029297 Penalty: 567.152771
	Iteration 13F: 3 clusters Score -16909.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -61967.351562 Penalty: 341.349487
	Iteration 0F: 2 clusters Score -61967.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -60650.992188 Penalty: 682.698975
	Iteration 0F: 3 clusters Score -60650.99 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -61116.386719 Penalty: 682.698975
	Iteration 1F: 3 clusters Score -61116.39 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -61187.839844 Penalty: 682.698975
	Iteration 2F: 3 clusters Score -61187.84 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -61260.457031 Penalty: 682.698975
	Iteration 3F: 3 clusters Score -61260.46 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -61336.128906 Penalty: 682.698975
	Iteration 4F: 3 clusters Score -61336.13 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -61425.128906 Penalty: 682.698975
	Iteration 5F: 3 clusters Score -61425.13 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -61496.550781 Penalty: 682.698975
	Iteration 6F: 3 clusters Score -61496.55 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -61548.203125 Penalty: 682.698975
	Iteration 7Q: 3 clusters Score -61548.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -61588.675781 Penalty: 682.698975
	Iteration 8Q: 3 clusters Score -61588.68 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -61623.589844 Penalty: 682.698975
	Iteration 9Q: 3 clusters Score -61623.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -61635.480469 Penalty: 682.698975
	Iteration 10Q: 3 clusters Score -61635.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -61646.843750 Penalty: 682.698975
	Iteration 11Q: 3 clusters Score -61646.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -61658.136719 Penalty: 682.698975
	Iteration 12Q: 3 clusters Score -61658.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -61669.035156 Penalty: 682.698975
	Iteration 13Q: 3 clusters Score -61669.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -61677.363281 Penalty: 682.698975
	Iteration 14Q: 3 clusters Score -61677.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -61685.003906 Penalty: 682.698975
	Iteration 15Q: 3 clusters Score -61685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -61695.980469 Penalty: 682.698975
	Iteration 16Q: 3 clusters Score -61695.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -61710.300781 Penalty: 682.698975
	Iteration 17Q: 3 clusters Score -61710.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -61731.621094 Penalty: 682.698975
	Iteration 18Q: 3 clusters Score -61731.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -61748.355469 Penalty: 682.698975
	Iteration 19Q: 3 clusters Score -61748.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -61758.988281 Penalty: 682.698975
	Iteration 20F: 3 clusters Score -61758.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -61769.203125 Penalty: 682.698975
	Iteration 21Q: 3 clusters Score -61769.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -61775.847656 Penalty: 682.698975
	Iteration 22Q: 3 clusters Score -61775.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -61782.679688 Penalty: 682.698975
	Iteration 23Q: 3 clusters Score -61782.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -61789.882812 Penalty: 682.698975
	Iteration 24Q: 3 clusters Score -61789.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -61796.511719 Penalty: 682.698975
	Iteration 25Q: 3 clusters Score -61796.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -61801.195312 Penalty: 682.698975
	Iteration 26Q: 3 clusters Score -61801.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -61803.519531 Penalty: 682.698975
	Iteration 27Q: 3 clusters Score -61803.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -61804.937500 Penalty: 682.698975
	Iteration 28Q: 3 clusters Score -61804.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -61806.734375 Penalty: 682.698975
	Iteration 29Q: 3 clusters Score -61806.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -61808.308594 Penalty: 682.698975
	Iteration 30Q: 3 clusters Score -61808.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -61811.585938 Penalty: 682.698975
	Iteration 31Q: 3 clusters Score -61811.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -61813.574219 Penalty: 682.698975
	Iteration 32Q: 3 clusters Score -61813.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -61817.722656 Penalty: 682.698975
	Iteration 33Q: 3 clusters Score -61817.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -61823.296875 Penalty: 682.698975
	Iteration 34Q: 3 clusters Score -61823.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -61830.226562 Penalty: 682.698975
	Iteration 35Q: 3 clusters Score -61830.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -61837.562500 Penalty: 682.698975
	Iteration 36Q: 3 clusters Score -61837.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -61844.281250 Penalty: 682.698975
	Iteration 37Q: 3 clusters Score -61844.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -61848.070312 Penalty: 682.698975
	Iteration 38Q: 3 clusters Score -61848.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -61849.730469 Penalty: 682.698975
	Iteration 39Q: 3 clusters Score -61849.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -61851.363281 Penalty: 682.698975
	Iteration 40F: 3 clusters Score -61851.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -61852.726562 Penalty: 682.698975
	Iteration 41Q: 3 clusters Score -61852.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -61854.187500 Penalty: 682.698975
	Iteration 42Q: 3 clusters Score -61854.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -61856.179688 Penalty: 682.698975
	Iteration 43Q: 3 clusters Score -61856.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -61857.472656 Penalty: 682.698975
	Iteration 44Q: 3 clusters Score -61857.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -61858.515625 Penalty: 682.698975
	Iteration 45Q: 3 clusters Score -61858.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -61858.996094 Penalty: 682.698975
	Iteration 46Q: 3 clusters Score -61859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -61859.332031 Penalty: 682.698975
	Iteration 47Q: 3 clusters Score -61859.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -61860.175781 Penalty: 682.698975
	Iteration 48Q: 3 clusters Score -61860.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -61860.207031 Penalty: 682.698975
	Iteration 49Q: 3 clusters Score -61860.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -61860.207031 Penalty: 682.698975
	Iteration 50F: 3 clusters Score -61860.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -7184.742676 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -7184.743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6879.040039 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -6879.04 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6950.120605 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -6950.121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6976.538086 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -6976.538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6988.954590 Penalty: 491.643646
	Iteration 3Q: 3 clusters Score -6988.955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6993.755371 Penalty: 491.643646
	Iteration 4Q: 3 clusters Score -6993.755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6994.411133 Penalty: 491.643646
	Iteration 5Q: 3 clusters Score -6994.411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6995.805176 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -6995.805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6995.805176 Penalty: 491.643646
	Iteration 7F: 3 clusters Score -6995.805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -48963.878906 Penalty: 328.125854
	Iteration 0F: 2 clusters Score -48963.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -47941.140625 Penalty: 656.251709
	Iteration 0F: 3 clusters Score -47941.14 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -48307.878906 Penalty: 656.251709
	Iteration 1F: 3 clusters Score -48307.88 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -48399.265625 Penalty: 656.251709
	Iteration 2F: 3 clusters Score -48399.27 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -48494.750000 Penalty: 656.251709
	Iteration 3F: 3 clusters Score -48494.75 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -48564.546875 Penalty: 656.251709
	Iteration 4F: 3 clusters Score -48564.55 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -48613.582031 Penalty: 656.251709
	Iteration 5Q: 3 clusters Score -48613.58 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -48654.113281 Penalty: 656.251709
	Iteration 6Q: 3 clusters Score -48654.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -48684.054688 Penalty: 656.251709
	Iteration 7Q: 3 clusters Score -48684.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -48711.746094 Penalty: 656.251709
	Iteration 8Q: 3 clusters Score -48711.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -48720.406250 Penalty: 656.251709
	Iteration 9Q: 3 clusters Score -48720.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -48727.437500 Penalty: 656.251709
	Iteration 10Q: 3 clusters Score -48727.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -48730.011719 Penalty: 656.251709
	Iteration 11Q: 3 clusters Score -48730.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -48731.316406 Penalty: 656.251709
	Iteration 12Q: 3 clusters Score -48731.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -48733.351562 Penalty: 656.251709
	Iteration 13Q: 3 clusters Score -48733.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -48733.785156 Penalty: 656.251709
	Iteration 14Q: 3 clusters Score -48733.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -48733.785156 Penalty: 656.251709
	Iteration 15F: 3 clusters Score -48733.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Entering Unmasked Estep 
Score: -86845.843750 Penalty: 349.866394
	Iteration 0F: 2 clusters Score -86845.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -85328.710938 Penalty: 699.732788
	Iteration 0F: 3 clusters Score -85328.71 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -86017.320312 Penalty: 699.732788
	Iteration 1F: 3 clusters Score -86017.32 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -86267.179688 Penalty: 699.732788
	Iteration 2F: 3 clusters Score -86267.18 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -86455.921875 Penalty: 699.732788
	Iteration 3F: 3 clusters Score -86455.92 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -86551.523438 Penalty: 699.732788
	Iteration 4F: 3 clusters Score -86551.52 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -86609.601562 Penalty: 699.732788
	Iteration 5Q: 3 clusters Score -86609.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -86643.289062 Penalty: 699.732788
	Iteration 6Q: 3 clusters Score -86643.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -86657.750000 Penalty: 699.732788
	Iteration 7Q: 3 clusters Score -86657.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -86673.273438 Penalty: 699.732788
	Iteration 8Q: 3 clusters Score -86673.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -86687.718750 Penalty: 699.732788
	Iteration 9Q: 3 clusters Score -86687.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -86692.750000 Penalty: 699.732788
	Iteration 10Q: 3 clusters Score -86692.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -86698.187500 Penalty: 699.732788
	Iteration 11Q: 3 clusters Score -86698.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -86702.851562 Penalty: 699.732788
	Iteration 12Q: 3 clusters Score -86702.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -86706.507812 Penalty: 699.732788
	Iteration 13Q: 3 clusters Score -86706.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -86709.531250 Penalty: 699.732788
	Iteration 14Q: 3 clusters Score -86709.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -86711.562500 Penalty: 699.732788
	Iteration 15Q: 3 clusters Score -86711.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -86712.570312 Penalty: 699.732788
	Iteration 16Q: 3 clusters Score -86712.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -86712.921875 Penalty: 699.732788
	Iteration 17Q: 3 clusters Score -86712.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -86712.921875 Penalty: 699.732788
	Iteration 18F: 3 clusters Score -86712.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Entering Unmasked Estep 
Score: -229651.500000 Penalty: 394.730377
	Iteration 0F: 2 clusters Score -229651.5 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 2925 members 
Entering Unmasked Estep 
Score: -225694.859375 Penalty: 789.460754
	Iteration 0F: 3 clusters Score -225694.9 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -227140.406250 Penalty: 789.460754
	Iteration 1F: 3 clusters Score -227140.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -227328.750000 Penalty: 789.460754
	Iteration 2F: 3 clusters Score -227328.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -227526.875000 Penalty: 789.460754
	Iteration 3F: 3 clusters Score -227526.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -227768.062500 Penalty: 789.460754
	Iteration 4F: 3 clusters Score -227768.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -227996.078125 Penalty: 789.460754
	Iteration 5F: 3 clusters Score -227996.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -228180.515625 Penalty: 789.460754
	Iteration 6F: 3 clusters Score -228180.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -228310.390625 Penalty: 789.460754
	Iteration 7Q: 3 clusters Score -228310.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -228420.531250 Penalty: 789.460754
	Iteration 8Q: 3 clusters Score -228420.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -228521.218750 Penalty: 789.460754
	Iteration 9Q: 3 clusters Score -228521.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -228613.890625 Penalty: 789.460754
	Iteration 10Q: 3 clusters Score -228613.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -228706.171875 Penalty: 789.460754
	Iteration 11Q: 3 clusters Score -228706.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -228795.625000 Penalty: 789.460754
	Iteration 12Q: 3 clusters Score -228795.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -228881.625000 Penalty: 789.460754
	Iteration 13Q: 3 clusters Score -228881.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -228953.812500 Penalty: 789.460754
	Iteration 14Q: 3 clusters Score -228953.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -229022.765625 Penalty: 789.460754
	Iteration 15Q: 3 clusters Score -229022.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -229084.359375 Penalty: 789.460754
	Iteration 16Q: 3 clusters Score -229084.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -229141.609375 Penalty: 789.460754
	Iteration 17Q: 3 clusters Score -229141.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -229185.921875 Penalty: 789.460754
	Iteration 18Q: 3 clusters Score -229185.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -229222.031250 Penalty: 789.460754
	Iteration 19Q: 3 clusters Score -229222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -229254.562500 Penalty: 789.460754
	Iteration 20F: 3 clusters Score -229254.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -229290.593750 Penalty: 789.460754
	Iteration 21Q: 3 clusters Score -229290.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -229304.781250 Penalty: 789.460754
	Iteration 22Q: 3 clusters Score -229304.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -229324.546875 Penalty: 789.460754
	Iteration 23Q: 3 clusters Score -229324.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -229345.796875 Penalty: 789.460754
	Iteration 24Q: 3 clusters Score -229345.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -229360.218750 Penalty: 789.460754
	Iteration 25Q: 3 clusters Score -229360.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -229362.812500 Penalty: 789.460754
	Iteration 26Q: 3 clusters Score -229362.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -229363.015625 Penalty: 789.460754
	Iteration 27Q: 3 clusters Score -229363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -229363.890625 Penalty: 789.460754
	Iteration 28Q: 3 clusters Score -229363.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -229363.890625 Penalty: 789.460754
	Iteration 29F: 3 clusters Score -229363.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Entering Unmasked Estep 
Score: -308756.968750 Penalty: 404.300140
	Iteration 0F: 2 clusters Score -308757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -303877.343750 Penalty: 808.600281
	Iteration 0F: 3 clusters Score -303877.3 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -305826.812500 Penalty: 808.600281
	Iteration 1F: 3 clusters Score -305826.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -305956.968750 Penalty: 808.600281
	Iteration 2F: 3 clusters Score -305957 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -306074.375000 Penalty: 808.600281
	Iteration 3Q: 3 clusters Score -306074.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -306216.250000 Penalty: 808.600281
	Iteration 4Q: 3 clusters Score -306216.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -306375.343750 Penalty: 808.600281
	Iteration 5Q: 3 clusters Score -306375.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -306553.031250 Penalty: 808.600281
	Iteration 6Q: 3 clusters Score -306553 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -306774.156250 Penalty: 808.600281
	Iteration 7Q: 3 clusters Score -306774.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -306976.625000 Penalty: 808.600281
	Iteration 8Q: 3 clusters Score -306976.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -307113.500000 Penalty: 808.600281
	Iteration 9Q: 3 clusters Score -307113.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -307189.531250 Penalty: 808.600281
	Iteration 10Q: 3 clusters Score -307189.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -307220.000000 Penalty: 808.600281
	Iteration 11Q: 3 clusters Score -307220 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -307241.406250 Penalty: 808.600281
	Iteration 12Q: 3 clusters Score -307241.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -307261.312500 Penalty: 808.600281
	Iteration 13Q: 3 clusters Score -307261.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -307282.781250 Penalty: 808.600281
	Iteration 14Q: 3 clusters Score -307282.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -307302.468750 Penalty: 808.600281
	Iteration 15Q: 3 clusters Score -307302.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -307330.500000 Penalty: 808.600281
	Iteration 16Q: 3 clusters Score -307330.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -307364.593750 Penalty: 808.600281
	Iteration 17Q: 3 clusters Score -307364.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -307400.093750 Penalty: 808.600281
	Iteration 18Q: 3 clusters Score -307400.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -307437.000000 Penalty: 808.600281
	Iteration 19Q: 3 clusters Score -307437 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -307469.875000 Penalty: 808.600281
	Iteration 20F: 3 clusters Score -307469.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -307511.687500 Penalty: 808.600281
	Iteration 21Q: 3 clusters Score -307511.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -307549.687500 Penalty: 808.600281
	Iteration 22Q: 3 clusters Score -307549.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -307594.031250 Penalty: 808.600281
	Iteration 23Q: 3 clusters Score -307594 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -307642.218750 Penalty: 808.600281
	Iteration 24Q: 3 clusters Score -307642.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -307693.875000 Penalty: 808.600281
	Iteration 25Q: 3 clusters Score -307693.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -307747.343750 Penalty: 808.600281
	Iteration 26Q: 3 clusters Score -307747.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -307813.656250 Penalty: 808.600281
	Iteration 27Q: 3 clusters Score -307813.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -307864.968750 Penalty: 808.600281
	Iteration 28Q: 3 clusters Score -307865 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -307908.437500 Penalty: 808.600281
	Iteration 29Q: 3 clusters Score -307908.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -307949.125000 Penalty: 808.600281
	Iteration 30Q: 3 clusters Score -307949.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -307989.593750 Penalty: 808.600281
	Iteration 31Q: 3 clusters Score -307989.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -308022.187500 Penalty: 808.600281
	Iteration 32Q: 3 clusters Score -308022.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -308044.937500 Penalty: 808.600281
	Iteration 33Q: 3 clusters Score -308044.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -308077.343750 Penalty: 808.600281
	Iteration 34Q: 3 clusters Score -308077.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -308109.812500 Penalty: 808.600281
	Iteration 35Q: 3 clusters Score -308109.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -308142.875000 Penalty: 808.600281
	Iteration 36Q: 3 clusters Score -308142.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -308168.625000 Penalty: 808.600281
	Iteration 37Q: 3 clusters Score -308168.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -308185.468750 Penalty: 808.600281
	Iteration 38Q: 3 clusters Score -308185.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -308198.875000 Penalty: 808.600281
	Iteration 39Q: 3 clusters Score -308198.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -308212.656250 Penalty: 808.600281
	Iteration 40F: 3 clusters Score -308212.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -308227.156250 Penalty: 808.600281
	Iteration 41Q: 3 clusters Score -308227.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -308242.781250 Penalty: 808.600281
	Iteration 42Q: 3 clusters Score -308242.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -308254.343750 Penalty: 808.600281
	Iteration 43Q: 3 clusters Score -308254.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -308263.562500 Penalty: 808.600281
	Iteration 44Q: 3 clusters Score -308263.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -308270.781250 Penalty: 808.600281
	Iteration 45Q: 3 clusters Score -308270.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -308273.718750 Penalty: 808.600281
	Iteration 46Q: 3 clusters Score -308273.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -308274.593750 Penalty: 808.600281
	Iteration 47Q: 3 clusters Score -308274.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -308275.562500 Penalty: 808.600281
	Iteration 48Q: 3 clusters Score -308275.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -308275.968750 Penalty: 808.600281
	Iteration 49Q: 3 clusters Score -308276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -308276.937500 Penalty: 808.600281
	Iteration 50Q: 3 clusters Score -308276.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -308277.093750 Penalty: 808.600281
	Iteration 51Q: 3 clusters Score -308277.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -308277.031250 Penalty: 808.600281
	Iteration 52Q: 3 clusters Score -308277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -308278.781250 Penalty: 808.600281
	Iteration 53Q: 3 clusters Score -308278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -308277.968750 Penalty: 808.600281
	Iteration 54Q: 3 clusters Score -308278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -308279.000000 Penalty: 808.600281
	Iteration 55Q: 3 clusters Score -308279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -308280.062500 Penalty: 808.600281
	Iteration 56Q: 3 clusters Score -308280.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -308280.062500 Penalty: 808.600281
	Iteration 57Q: 3 clusters Score -308280.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -308280.218750 Penalty: 808.600281
	Iteration 58Q: 3 clusters Score -308280.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -308280.093750 Penalty: 808.600281
	Iteration 59Q: 3 clusters Score -308280.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -308280.093750 Penalty: 808.600281
	Iteration 60F: 3 clusters Score -308280.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (12074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Entering Unmasked Estep 
Score: -475973.687500 Penalty: 427.645844
	Iteration 0F: 2 clusters Score -475973.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -467930.218750 Penalty: 855.291687
	Iteration 0F: 3 clusters Score -467930.2 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -471092.531250 Penalty: 855.291687
	Iteration 1F: 3 clusters Score -471092.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -471244.968750 Penalty: 855.291687
	Iteration 2Q: 3 clusters Score -471245 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -471449.062500 Penalty: 855.291687
	Iteration 3Q: 3 clusters Score -471449.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -471735.187500 Penalty: 855.291687
	Iteration 4F: 3 clusters Score -471735.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -472089.593750 Penalty: 855.291687
	Iteration 5F: 3 clusters Score -472089.6 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -472502.218750 Penalty: 855.291687
	Iteration 6F: 3 clusters Score -472502.2 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -472919.187500 Penalty: 855.291687
	Iteration 7F: 3 clusters Score -472919.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -473366.093750 Penalty: 855.291687
	Iteration 8F: 3 clusters Score -473366.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -473782.437500 Penalty: 855.291687
	Iteration 9Q: 3 clusters Score -473782.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -474056.656250 Penalty: 855.291687
	Iteration 10Q: 3 clusters Score -474056.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -474225.687500 Penalty: 855.291687
	Iteration 11Q: 3 clusters Score -474225.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -474339.312500 Penalty: 855.291687
	Iteration 12Q: 3 clusters Score -474339.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -474435.312500 Penalty: 855.291687
	Iteration 13Q: 3 clusters Score -474435.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -474513.593750 Penalty: 855.291687
	Iteration 14Q: 3 clusters Score -474513.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -474585.406250 Penalty: 855.291687
	Iteration 15Q: 3 clusters Score -474585.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -474659.343750 Penalty: 855.291687
	Iteration 16Q: 3 clusters Score -474659.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -474732.875000 Penalty: 855.291687
	Iteration 17Q: 3 clusters Score -474732.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -474812.718750 Penalty: 855.291687
	Iteration 18Q: 3 clusters Score -474812.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -474901.781250 Penalty: 855.291687
	Iteration 19Q: 3 clusters Score -474901.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -474990.156250 Penalty: 855.291687
	Iteration 20F: 3 clusters Score -474990.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -475083.093750 Penalty: 855.291687
	Iteration 21Q: 3 clusters Score -475083.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -475159.031250 Penalty: 855.291687
	Iteration 22Q: 3 clusters Score -475159 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -475239.375000 Penalty: 855.291687
	Iteration 23Q: 3 clusters Score -475239.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -475304.437500 Penalty: 855.291687
	Iteration 24Q: 3 clusters Score -475304.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -475371.093750 Penalty: 855.291687
	Iteration 25Q: 3 clusters Score -475371.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -475428.718750 Penalty: 855.291687
	Iteration 26Q: 3 clusters Score -475428.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -475488.312500 Penalty: 855.291687
	Iteration 27Q: 3 clusters Score -475488.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -475524.812500 Penalty: 855.291687
	Iteration 28Q: 3 clusters Score -475524.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -475554.812500 Penalty: 855.291687
	Iteration 29Q: 3 clusters Score -475554.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -475574.156250 Penalty: 855.291687
	Iteration 30Q: 3 clusters Score -475574.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -475589.531250 Penalty: 855.291687
	Iteration 31Q: 3 clusters Score -475589.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -475604.937500 Penalty: 855.291687
	Iteration 32Q: 3 clusters Score -475604.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -475619.156250 Penalty: 855.291687
	Iteration 33Q: 3 clusters Score -475619.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -475633.437500 Penalty: 855.291687
	Iteration 34Q: 3 clusters Score -475633.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -475638.906250 Penalty: 855.291687
	Iteration 35Q: 3 clusters Score -475638.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -475643.125000 Penalty: 855.291687
	Iteration 36Q: 3 clusters Score -475643.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -475642.968750 Penalty: 855.291687
	Iteration 37Q: 3 clusters Score -475643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -475643.937500 Penalty: 855.291687
	Iteration 38Q: 3 clusters Score -475643.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -475644.531250 Penalty: 855.291687
	Iteration 39Q: 3 clusters Score -475644.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -475644.531250 Penalty: 855.291687
	Iteration 40F: 3 clusters Score -475644.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (57952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57952 members 
Entering Unmasked Estep 
Score: -2337839.750000 Penalty: 499.015350
	Iteration 0F: 2 clusters Score -2337840 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 29092 members 
Entering Unmasked Estep 
Score: -2298989.750000 Penalty: 998.030701
	Iteration 0F: 3 clusters Score -2298990 nChanged 28100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -2316795.000000 Penalty: 998.030701
	Iteration 1F: 3 clusters Score -2316795 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -2317861.000000 Penalty: 998.030701
	Iteration 2Q: 3 clusters Score -2317861 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -2319358.500000 Penalty: 998.030701
	Iteration 3F: 3 clusters Score -2319358 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -2321550.750000 Penalty: 998.030701
	Iteration 4F: 3 clusters Score -2321551 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -2324322.000000 Penalty: 998.030701
	Iteration 5F: 3 clusters Score -2324322 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -2327248.250000 Penalty: 998.030701
	Iteration 6F: 3 clusters Score -2327248 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -2329811.000000 Penalty: 998.030701
	Iteration 7F: 3 clusters Score -2329811 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -2331682.250000 Penalty: 998.030701
	Iteration 8Q: 3 clusters Score -2331682 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -2332990.000000 Penalty: 998.030701
	Iteration 9Q: 3 clusters Score -2332990 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -2333906.250000 Penalty: 998.030701
	Iteration 10Q: 3 clusters Score -2333906 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 53264 members 
Entering Unmasked Estep 
Score: -2334610.750000 Penalty: 998.030701
	Iteration 11Q: 3 clusters Score -2334611 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -2335159.000000 Penalty: 998.030701
	Iteration 12Q: 3 clusters Score -2335159 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -2335625.000000 Penalty: 998.030701
	Iteration 13Q: 3 clusters Score -2335625 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 55598 members 
Entering Unmasked Estep 
Score: -2336045.250000 Penalty: 998.030701
	Iteration 14Q: 3 clusters Score -2336045 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -2336359.250000 Penalty: 998.030701
	Iteration 15Q: 3 clusters Score -2336359 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -2336620.500000 Penalty: 998.030701
	Iteration 16Q: 3 clusters Score -2336620 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -2336840.000000 Penalty: 998.030701
	Iteration 17Q: 3 clusters Score -2336840 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -2337003.250000 Penalty: 998.030701
	Iteration 18Q: 3 clusters Score -2337003 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -2337118.000000 Penalty: 998.030701
	Iteration 19Q: 3 clusters Score -2337118 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 57523 members 
Entering Unmasked Estep 
Score: -2337213.250000 Penalty: 998.030701
	Iteration 20F: 3 clusters Score -2337213 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 57616 members 
Entering Unmasked Estep 
Score: -2337275.250000 Penalty: 998.030701
	Iteration 21Q: 3 clusters Score -2337275 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -2337324.750000 Penalty: 998.030701
	Iteration 22Q: 3 clusters Score -2337325 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 57738 members 
Entering Unmasked Estep 
Score: -2337364.750000 Penalty: 998.030701
	Iteration 23Q: 3 clusters Score -2337365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 57764 members 
Entering Unmasked Estep 
Score: -2337385.250000 Penalty: 998.030701
	Iteration 24Q: 3 clusters Score -2337385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 57782 members 
Entering Unmasked Estep 
Score: -2337400.250000 Penalty: 998.030701
	Iteration 25Q: 3 clusters Score -2337400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -2337408.500000 Penalty: 998.030701
	Iteration 26Q: 3 clusters Score -2337408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 57803 members 
Entering Unmasked Estep 
Score: -2337417.000000 Penalty: 998.030701
	Iteration 27Q: 3 clusters Score -2337417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -2337422.000000 Penalty: 998.030701
	Iteration 28Q: 3 clusters Score -2337422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -2337423.750000 Penalty: 998.030701
	Iteration 29Q: 3 clusters Score -2337424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -2337428.500000 Penalty: 998.030701
	Iteration 30Q: 3 clusters Score -2337428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 57820 members 
Entering Unmasked Estep 
Score: -2337434.500000 Penalty: 998.030701
	Iteration 31Q: 3 clusters Score -2337434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -2337434.250000 Penalty: 998.030701
	Iteration 32Q: 3 clusters Score -2337434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -2337434.250000 Penalty: 998.030701
	Iteration 33F: 3 clusters Score -2337434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (213812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213812 members 
Entering Unmasked Estep 
Score: -8820050.000000 Penalty: 558.414734
	Iteration 0F: 2 clusters Score -8820050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106622 members 
Mstep: Class 2 contains 107190 members 
Entering Unmasked Estep 
Score: -8673945.000000 Penalty: 1116.829468
	Iteration 0F: 3 clusters Score -8673945 nChanged 105570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84114 members 
Mstep: Class 2 contains 129698 members 
Entering Unmasked Estep 
Score: -8743782.000000 Penalty: 1116.829468
	Iteration 1F: 3 clusters Score -8743782 nChanged 14863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 143481 members 
Entering Unmasked Estep 
Score: -8752400.000000 Penalty: 1116.829468
	Iteration 2F: 3 clusters Score -8752400 nChanged 18055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 160980 members 
Entering Unmasked Estep 
Score: -8766093.000000 Penalty: 1116.829468
	Iteration 3F: 3 clusters Score -8766093 nChanged 19189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 179979 members 
Entering Unmasked Estep 
Score: -8784063.000000 Penalty: 1116.829468
	Iteration 4F: 3 clusters Score -8784063 nChanged 17032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 196973 members 
Entering Unmasked Estep 
Score: -8802192.000000 Penalty: 1116.829468
	Iteration 5F: 3 clusters Score -8802192 nChanged 10785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 207748 members 
Entering Unmasked Estep 
Score: -8813743.000000 Penalty: 1116.829468
	Iteration 6F: 3 clusters Score -8813743 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 212142 members 
Entering Unmasked Estep 
Score: -8818114.000000 Penalty: 1116.829468
	Iteration 7Q: 3 clusters Score -8818114 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 213388 members 
Entering Unmasked Estep 
Score: -8819243.000000 Penalty: 1116.829468
	Iteration 8Q: 3 clusters Score -8819243 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 213635 members 
Entering Unmasked Estep 
Score: -8819493.000000 Penalty: 1116.829468
	Iteration 9Q: 3 clusters Score -8819493 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 213686 members 
Entering Unmasked Estep 
Score: -8819561.000000 Penalty: 1116.829468
	Iteration 10Q: 3 clusters Score -8819561 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 213694 members 
Entering Unmasked Estep 
Score: -8819633.000000 Penalty: 1116.829468
	Iteration 11Q: 3 clusters Score -8819633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 213681 members 
Entering Unmasked Estep 
Score: -8819675.000000 Penalty: 1116.829468
	Iteration 12Q: 3 clusters Score -8819675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 213664 members 
Entering Unmasked Estep 
Score: -8819686.000000 Penalty: 1116.829468
	Iteration 13Q: 3 clusters Score -8819686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 213664 members 
Entering Unmasked Estep 
Score: -8819687.000000 Penalty: 1116.829468
	Iteration 14Q: 3 clusters Score -8819687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 213656 members 
Entering Unmasked Estep 
Score: -8819695.000000 Penalty: 1116.829468
	Iteration 15Q: 3 clusters Score -8819695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 213652 members 
Entering Unmasked Estep 
Score: -8819691.000000 Penalty: 1116.829468
	Iteration 16Q: 3 clusters Score -8819691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 213647 members 
Entering Unmasked Estep 
Score: -8819692.000000 Penalty: 1116.829468
	Iteration 17Q: 3 clusters Score -8819692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 213645 members 
Entering Unmasked Estep 
Score: -8819694.000000 Penalty: 1116.829468
	Iteration 18Q: 3 clusters Score -8819694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 213644 members 
Entering Unmasked Estep 
Score: -8819696.000000 Penalty: 1116.829468
	Iteration 19Q: 3 clusters Score -8819696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 213643 members 
Entering Unmasked Estep 
Score: -8819700.000000 Penalty: 1116.829468
	Iteration 20F: 3 clusters Score -8819700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 213640 members 
Entering Unmasked Estep 
Score: -8819711.000000 Penalty: 1116.829468
	Iteration 21Q: 3 clusters Score -8819711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 213638 members 
Entering Unmasked Estep 
Score: -8819713.000000 Penalty: 1116.829468
	Iteration 22Q: 3 clusters Score -8819713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 213638 members 
Entering Unmasked Estep 
Score: -8819712.000000 Penalty: 1116.829468
	Iteration 23Q: 3 clusters Score -8819712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 213638 members 
Entering Unmasked Estep 
Score: -8819711.000000 Penalty: 1116.829468
	Iteration 24Q: 3 clusters Score -8819711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 213637 members 
Entering Unmasked Estep 
Score: -8819708.000000 Penalty: 1116.829468
	Iteration 25Q: 3 clusters Score -8819708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 213637 members 
Entering Unmasked Estep 
Score: -8819708.000000 Penalty: 1116.829468
	Iteration 26F: 3 clusters Score -8819708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -27457.359375 Penalty: 298.975159
	Iteration 0F: 2 clusters Score -27457.36 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 327 members 
Entering Unmasked Estep 
Score: -26821.582031 Penalty: 597.950317
	Iteration 0F: 3 clusters Score -26821.58 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27002.083984 Penalty: 597.950317
	Iteration 1F: 3 clusters Score -27002.08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -27045.628906 Penalty: 597.950317
	Iteration 2F: 3 clusters Score -27045.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27068.001953 Penalty: 597.950317
	Iteration 3Q: 3 clusters Score -27068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27085.115234 Penalty: 597.950317
	Iteration 4Q: 3 clusters Score -27085.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27106.873047 Penalty: 597.950317
	Iteration 5Q: 3 clusters Score -27106.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27122.384766 Penalty: 597.950317
	Iteration 6Q: 3 clusters Score -27122.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -27134.714844 Penalty: 597.950317
	Iteration 7Q: 3 clusters Score -27134.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27143.732422 Penalty: 597.950317
	Iteration 8Q: 3 clusters Score -27143.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27157.666016 Penalty: 597.950317
	Iteration 9Q: 3 clusters Score -27157.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27170.937500 Penalty: 597.950317
	Iteration 10Q: 3 clusters Score -27170.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27177.287109 Penalty: 597.950317
	Iteration 11Q: 3 clusters Score -27177.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27185.648438 Penalty: 597.950317
	Iteration 12Q: 3 clusters Score -27185.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27188.576172 Penalty: 597.950317
	Iteration 13Q: 3 clusters Score -27188.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27190.226562 Penalty: 597.950317
	Iteration 14Q: 3 clusters Score -27190.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27192.115234 Penalty: 597.950317
	Iteration 15Q: 3 clusters Score -27192.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27193.107422 Penalty: 597.950317
	Iteration 16Q: 3 clusters Score -27193.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27193.107422 Penalty: 597.950317
	Iteration 17F: 3 clusters Score -27193.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Entering Unmasked Estep 
Score: -103826.164062 Penalty: 357.480164
	Iteration 0F: 2 clusters Score -103826.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -101986.164062 Penalty: 714.960327
	Iteration 0F: 3 clusters Score -101986.2 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -102708.523438 Penalty: 714.960327
	Iteration 1F: 3 clusters Score -102708.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -102863.234375 Penalty: 714.960327
	Iteration 2F: 3 clusters Score -102863.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -102980.945312 Penalty: 714.960327
	Iteration 3F: 3 clusters Score -102980.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -103067.593750 Penalty: 714.960327
	Iteration 4F: 3 clusters Score -103067.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -103139.976562 Penalty: 714.960327
	Iteration 5Q: 3 clusters Score -103140 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -103182.953125 Penalty: 714.960327
	Iteration 6Q: 3 clusters Score -103183 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -103207.726562 Penalty: 714.960327
	Iteration 7Q: 3 clusters Score -103207.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -103227.015625 Penalty: 714.960327
	Iteration 8Q: 3 clusters Score -103227 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -103242.593750 Penalty: 714.960327
	Iteration 9Q: 3 clusters Score -103242.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -103253.421875 Penalty: 714.960327
	Iteration 10Q: 3 clusters Score -103253.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -103265.617188 Penalty: 714.960327
	Iteration 11Q: 3 clusters Score -103265.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -103283.976562 Penalty: 714.960327
	Iteration 12Q: 3 clusters Score -103284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -103301.671875 Penalty: 714.960327
	Iteration 13Q: 3 clusters Score -103301.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -103313.625000 Penalty: 714.960327
	Iteration 14Q: 3 clusters Score -103313.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -103326.343750 Penalty: 714.960327
	Iteration 15Q: 3 clusters Score -103326.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -103336.226562 Penalty: 714.960327
	Iteration 16Q: 3 clusters Score -103336.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -103342.945312 Penalty: 714.960327
	Iteration 17Q: 3 clusters Score -103342.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -103350.789062 Penalty: 714.960327
	Iteration 18Q: 3 clusters Score -103350.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -103357.335938 Penalty: 714.960327
	Iteration 19Q: 3 clusters Score -103357.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -103360.085938 Penalty: 714.960327
	Iteration 20F: 3 clusters Score -103360.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -103362.906250 Penalty: 714.960327
	Iteration 21Q: 3 clusters Score -103362.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -103365.054688 Penalty: 714.960327
	Iteration 22Q: 3 clusters Score -103365.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -103367.757812 Penalty: 714.960327
	Iteration 23Q: 3 clusters Score -103367.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -103370.968750 Penalty: 714.960327
	Iteration 24Q: 3 clusters Score -103371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -103373.296875 Penalty: 714.960327
	Iteration 25Q: 3 clusters Score -103373.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -103377.984375 Penalty: 714.960327
	Iteration 26Q: 3 clusters Score -103378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -103382.093750 Penalty: 714.960327
	Iteration 27Q: 3 clusters Score -103382.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -103384.109375 Penalty: 714.960327
	Iteration 28Q: 3 clusters Score -103384.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -103388.101562 Penalty: 714.960327
	Iteration 29Q: 3 clusters Score -103388.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -103395.578125 Penalty: 714.960327
	Iteration 30Q: 3 clusters Score -103395.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -103405.750000 Penalty: 714.960327
	Iteration 31Q: 3 clusters Score -103405.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -103413.984375 Penalty: 714.960327
	Iteration 32Q: 3 clusters Score -103414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -103418.562500 Penalty: 714.960327
	Iteration 33Q: 3 clusters Score -103418.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -103420.906250 Penalty: 714.960327
	Iteration 34Q: 3 clusters Score -103420.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -103421.882812 Penalty: 714.960327
	Iteration 35Q: 3 clusters Score -103421.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -103423.523438 Penalty: 714.960327
	Iteration 36Q: 3 clusters Score -103423.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -103426.546875 Penalty: 714.960327
	Iteration 37Q: 3 clusters Score -103426.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -103430.992188 Penalty: 714.960327
	Iteration 38Q: 3 clusters Score -103431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -103433.171875 Penalty: 714.960327
	Iteration 39Q: 3 clusters Score -103433.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -103435.632812 Penalty: 714.960327
	Iteration 40F: 3 clusters Score -103435.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -103438.046875 Penalty: 714.960327
	Iteration 41Q: 3 clusters Score -103438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -103441.187500 Penalty: 714.960327
	Iteration 42Q: 3 clusters Score -103441.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103445.906250 Penalty: 714.960327
	Iteration 43Q: 3 clusters Score -103445.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -103447.484375 Penalty: 714.960327
	Iteration 44Q: 3 clusters Score -103447.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -103448.390625 Penalty: 714.960327
	Iteration 45Q: 3 clusters Score -103448.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -103450.085938 Penalty: 714.960327
	Iteration 46Q: 3 clusters Score -103450.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -103451.375000 Penalty: 714.960327
	Iteration 47Q: 3 clusters Score -103451.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -103452.375000 Penalty: 714.960327
	Iteration 48Q: 3 clusters Score -103452.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -103452.835938 Penalty: 714.960327
	Iteration 49Q: 3 clusters Score -103452.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -103453.890625 Penalty: 714.960327
	Iteration 50Q: 3 clusters Score -103453.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -103454.750000 Penalty: 714.960327
	Iteration 51Q: 3 clusters Score -103454.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -103455.054688 Penalty: 714.960327
	Iteration 52Q: 3 clusters Score -103455.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -103455.171875 Penalty: 714.960327
	Iteration 53Q: 3 clusters Score -103455.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -103455.351562 Penalty: 714.960327
	Iteration 54Q: 3 clusters Score -103455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -103455.359375 Penalty: 714.960327
	Iteration 55Q: 3 clusters Score -103455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -103455.812500 Penalty: 714.960327
	Iteration 56Q: 3 clusters Score -103455.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -103457.140625 Penalty: 714.960327
	Iteration 57Q: 3 clusters Score -103457.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -103458.132812 Penalty: 714.960327
	Iteration 58Q: 3 clusters Score -103458.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -103459.156250 Penalty: 714.960327
	Iteration 59Q: 3 clusters Score -103459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -103460.703125 Penalty: 714.960327
	Iteration 60F: 3 clusters Score -103460.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -103465.148438 Penalty: 714.960327
	Iteration 61Q: 3 clusters Score -103465.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -103468.562500 Penalty: 714.960327
	Iteration 62Q: 3 clusters Score -103468.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103470.226562 Penalty: 714.960327
	Iteration 63Q: 3 clusters Score -103470.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -103470.843750 Penalty: 714.960327
	Iteration 64Q: 3 clusters Score -103470.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -103470.765625 Penalty: 714.960327
	Iteration 65Q: 3 clusters Score -103470.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103471.171875 Penalty: 714.960327
	Iteration 66Q: 3 clusters Score -103471.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -103472.687500 Penalty: 714.960327
	Iteration 67Q: 3 clusters Score -103472.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -103474.390625 Penalty: 714.960327
	Iteration 68Q: 3 clusters Score -103474.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -103476.148438 Penalty: 714.960327
	Iteration 69Q: 3 clusters Score -103476.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -103478.656250 Penalty: 714.960327
	Iteration 70Q: 3 clusters Score -103478.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -103481.187500 Penalty: 714.960327
	Iteration 71Q: 3 clusters Score -103481.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -103482.882812 Penalty: 714.960327
	Iteration 72Q: 3 clusters Score -103482.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -103484.656250 Penalty: 714.960327
	Iteration 73Q: 3 clusters Score -103484.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -103485.140625 Penalty: 714.960327
	Iteration 74Q: 3 clusters Score -103485.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -103485.140625 Penalty: 714.960327
	Iteration 75F: 3 clusters Score -103485.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (24956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Entering Unmasked Estep 
Score: -955089.937500 Penalty: 460.681549
	Iteration 0F: 2 clusters Score -955089.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -938473.312500 Penalty: 921.363098
	Iteration 0F: 3 clusters Score -938473.3 nChanged 11910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -945628.250000 Penalty: 921.363098
	Iteration 1F: 3 clusters Score -945628.2 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -946031.875000 Penalty: 921.363098
	Iteration 2Q: 3 clusters Score -946031.9 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -946465.375000 Penalty: 921.363098
	Iteration 3Q: 3 clusters Score -946465.4 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -946965.375000 Penalty: 921.363098
	Iteration 4Q: 3 clusters Score -946965.4 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -947518.875000 Penalty: 921.363098
	Iteration 5F: 3 clusters Score -947518.9 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -948136.625000 Penalty: 921.363098
	Iteration 6F: 3 clusters Score -948136.6 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -948809.750000 Penalty: 921.363098
	Iteration 7F: 3 clusters Score -948809.8 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -949582.875000 Penalty: 921.363098
	Iteration 8F: 3 clusters Score -949582.9 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -950551.187500 Penalty: 921.363098
	Iteration 9F: 3 clusters Score -950551.2 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -951654.562500 Penalty: 921.363098
	Iteration 10F: 3 clusters Score -951654.6 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -952776.312500 Penalty: 921.363098
	Iteration 11F: 3 clusters Score -952776.3 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -953662.250000 Penalty: 921.363098
	Iteration 12Q: 3 clusters Score -953662.2 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -954237.562500 Penalty: 921.363098
	Iteration 13Q: 3 clusters Score -954237.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -954535.437500 Penalty: 921.363098
	Iteration 14Q: 3 clusters Score -954535.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -954660.625000 Penalty: 921.363098
	Iteration 15Q: 3 clusters Score -954660.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -954727.125000 Penalty: 921.363098
	Iteration 16Q: 3 clusters Score -954727.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -954756.500000 Penalty: 921.363098
	Iteration 17Q: 3 clusters Score -954756.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -954768.187500 Penalty: 921.363098
	Iteration 18Q: 3 clusters Score -954768.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -954778.437500 Penalty: 921.363098
	Iteration 19Q: 3 clusters Score -954778.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -954787.500000 Penalty: 921.363098
	Iteration 20F: 3 clusters Score -954787.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -954799.000000 Penalty: 921.363098
	Iteration 21Q: 3 clusters Score -954799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -954808.125000 Penalty: 921.363098
	Iteration 22Q: 3 clusters Score -954808.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -954829.937500 Penalty: 921.363098
	Iteration 23Q: 3 clusters Score -954829.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -954846.500000 Penalty: 921.363098
	Iteration 24Q: 3 clusters Score -954846.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -954860.500000 Penalty: 921.363098
	Iteration 25Q: 3 clusters Score -954860.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -954870.312500 Penalty: 921.363098
	Iteration 26Q: 3 clusters Score -954870.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -954882.250000 Penalty: 921.363098
	Iteration 27Q: 3 clusters Score -954882.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -954895.250000 Penalty: 921.363098
	Iteration 28Q: 3 clusters Score -954895.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -954900.437500 Penalty: 921.363098
	Iteration 29Q: 3 clusters Score -954900.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -954906.937500 Penalty: 921.363098
	Iteration 30Q: 3 clusters Score -954906.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -954912.437500 Penalty: 921.363098
	Iteration 31Q: 3 clusters Score -954912.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -954917.437500 Penalty: 921.363098
	Iteration 32Q: 3 clusters Score -954917.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -954920.125000 Penalty: 921.363098
	Iteration 33Q: 3 clusters Score -954920.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -954920.062500 Penalty: 921.363098
	Iteration 34Q: 3 clusters Score -954920.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -954921.500000 Penalty: 921.363098
	Iteration 35Q: 3 clusters Score -954921.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -954921.437500 Penalty: 921.363098
	Iteration 36Q: 3 clusters Score -954921.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -954922.250000 Penalty: 921.363098
	Iteration 37Q: 3 clusters Score -954922.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -954924.562500 Penalty: 921.363098
	Iteration 38Q: 3 clusters Score -954924.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -954925.625000 Penalty: 921.363098
	Iteration 39Q: 3 clusters Score -954925.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -954925.625000 Penalty: 921.363098
	Iteration 40F: 3 clusters Score -954925.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -34112.941406 Penalty: 305.605072
	Iteration 0F: 2 clusters Score -34112.94 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 397 members 
Entering Unmasked Estep 
Score: -33421.437500 Penalty: 611.210144
	Iteration 0F: 3 clusters Score -33421.44 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -33622.601562 Penalty: 611.210144
	Iteration 1F: 3 clusters Score -33622.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -33654.519531 Penalty: 611.210144
	Iteration 2F: 3 clusters Score -33654.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -33672.351562 Penalty: 611.210144
	Iteration 3Q: 3 clusters Score -33672.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -33682.324219 Penalty: 611.210144
	Iteration 4Q: 3 clusters Score -33682.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -33692.929688 Penalty: 611.210144
	Iteration 5Q: 3 clusters Score -33692.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -33707.406250 Penalty: 611.210144
	Iteration 6Q: 3 clusters Score -33707.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33720.546875 Penalty: 611.210144
	Iteration 7Q: 3 clusters Score -33720.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -33731.730469 Penalty: 611.210144
	Iteration 8Q: 3 clusters Score -33731.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -33739.500000 Penalty: 611.210144
	Iteration 9Q: 3 clusters Score -33739.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -33744.121094 Penalty: 611.210144
	Iteration 10Q: 3 clusters Score -33744.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -33745.824219 Penalty: 611.210144
	Iteration 11Q: 3 clusters Score -33745.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -33747.152344 Penalty: 611.210144
	Iteration 12Q: 3 clusters Score -33747.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -33750.539062 Penalty: 611.210144
	Iteration 13Q: 3 clusters Score -33750.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33754.859375 Penalty: 611.210144
	Iteration 14Q: 3 clusters Score -33754.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33763.296875 Penalty: 611.210144
	Iteration 15Q: 3 clusters Score -33763.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33769.679688 Penalty: 611.210144
	Iteration 16Q: 3 clusters Score -33769.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -33771.886719 Penalty: 611.210144
	Iteration 17Q: 3 clusters Score -33771.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33774.160156 Penalty: 611.210144
	Iteration 18Q: 3 clusters Score -33774.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33774.960938 Penalty: 611.210144
	Iteration 19Q: 3 clusters Score -33774.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33777.191406 Penalty: 611.210144
	Iteration 20F: 3 clusters Score -33777.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33780.011719 Penalty: 611.210144
	Iteration 21Q: 3 clusters Score -33780.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33781.402344 Penalty: 611.210144
	Iteration 22Q: 3 clusters Score -33781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33782.347656 Penalty: 611.210144
	Iteration 23Q: 3 clusters Score -33782.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33784.156250 Penalty: 611.210144
	Iteration 24Q: 3 clusters Score -33784.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33785.554688 Penalty: 611.210144
	Iteration 25Q: 3 clusters Score -33785.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33787.339844 Penalty: 611.210144
	Iteration 26Q: 3 clusters Score -33787.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33789.222656 Penalty: 611.210144
	Iteration 27Q: 3 clusters Score -33789.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33791.269531 Penalty: 611.210144
	Iteration 28Q: 3 clusters Score -33791.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33793.296875 Penalty: 611.210144
	Iteration 29Q: 3 clusters Score -33793.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33795.632812 Penalty: 611.210144
	Iteration 30Q: 3 clusters Score -33795.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33797.976562 Penalty: 611.210144
	Iteration 31Q: 3 clusters Score -33797.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33799.691406 Penalty: 611.210144
	Iteration 32Q: 3 clusters Score -33799.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33802.929688 Penalty: 611.210144
	Iteration 33Q: 3 clusters Score -33802.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33806.406250 Penalty: 611.210144
	Iteration 34Q: 3 clusters Score -33806.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33810.886719 Penalty: 611.210144
	Iteration 35Q: 3 clusters Score -33810.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33816.550781 Penalty: 611.210144
	Iteration 36Q: 3 clusters Score -33816.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33818.042969 Penalty: 611.210144
	Iteration 37Q: 3 clusters Score -33818.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33818.042969 Penalty: 611.210144
	Iteration 38F: 3 clusters Score -33818.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2203 members 
Mstep: Class 7 contains 26742 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3207 members 
Mstep: Class 10 contains 6083 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 4827 members 
Mstep: Class 15 contains 4349 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13031 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2586 members 
Mstep: Class 32 contains 2041 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285057 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7228 members 
Mstep: Class 44 contains 12074 members 
Mstep: Class 45 contains 57952 members 
Mstep: Class 46 contains 213812 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358256.000000 Penalty: 30100.029297
Iteration 199Q: 50 clusters Score -2.835826e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 7 contains 26740 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3204 members 
Mstep: Class 10 contains 6082 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13031 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2585 members 
Mstep: Class 32 contains 2039 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285056 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7241 members 
Mstep: Class 44 contains 12082 members 
Mstep: Class 45 contains 57944 members 
Mstep: Class 46 contains 213796 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358244.000000 Penalty: 30100.029297
Iteration 200F: 50 clusters Score -2.835824e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 26742 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3202 members 
Mstep: Class 10 contains 6083 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13031 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1671 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2586 members 
Mstep: Class 32 contains 2037 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285055 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7250 members 
Mstep: Class 44 contains 12085 members 
Mstep: Class 45 contains 57937 members 
Mstep: Class 46 contains 213785 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358238.000000 Penalty: 30100.029297
Iteration 201Q: 50 clusters Score -2.835824e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2215 members 
Mstep: Class 7 contains 26742 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3202 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13031 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 652 members 
Mstep: Class 26 contains 1671 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2586 members 
Mstep: Class 32 contains 2035 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285056 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7257 members 
Mstep: Class 44 contains 12088 members 
Mstep: Class 45 contains 57932 members 
Mstep: Class 46 contains 213773 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358260.000000 Penalty: 30100.029297
Iteration 202Q: 50 clusters Score -2.835826e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2220 members 
Mstep: Class 7 contains 26738 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 3202 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13031 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 652 members 
Mstep: Class 26 contains 1671 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2586 members 
Mstep: Class 32 contains 2041 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285059 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7258 members 
Mstep: Class 44 contains 12091 members 
Mstep: Class 45 contains 57924 members 
Mstep: Class 46 contains 213767 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358234.000000 Penalty: 30100.029297
Iteration 203Q: 50 clusters Score -2.835823e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2227 members 
Mstep: Class 7 contains 26736 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 3202 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13031 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 652 members 
Mstep: Class 26 contains 1671 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2587 members 
Mstep: Class 32 contains 2041 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285061 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7263 members 
Mstep: Class 44 contains 12092 members 
Mstep: Class 45 contains 57920 members 
Mstep: Class 46 contains 213758 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358244.000000 Penalty: 30100.029297
Iteration 204Q: 50 clusters Score -2.835824e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 26736 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 3202 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13031 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1671 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2044 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285061 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7267 members 
Mstep: Class 44 contains 12089 members 
Mstep: Class 45 contains 57915 members 
Mstep: Class 46 contains 213750 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358230.000000 Penalty: 30100.029297
Iteration 205Q: 50 clusters Score -2.835823e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 26735 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 3202 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 13031 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1671 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2044 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285065 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 12092 members 
Mstep: Class 45 contains 57911 members 
Mstep: Class 46 contains 213746 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358212.000000 Penalty: 30100.029297
Iteration 206Q: 50 clusters Score -2.835821e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 26732 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 3202 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 13031 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1671 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2042 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285066 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 12101 members 
Mstep: Class 45 contains 57907 members 
Mstep: Class 46 contains 213737 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358212.000000 Penalty: 30100.029297
Iteration 207Q: 50 clusters Score -2.835821e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 26733 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 3202 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 13032 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1672 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2041 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285066 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7284 members 
Mstep: Class 44 contains 12103 members 
Mstep: Class 45 contains 57901 members 
Mstep: Class 46 contains 213729 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358204.000000 Penalty: 30100.029297
Iteration 208Q: 50 clusters Score -2.83582e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 26733 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3202 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 13032 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1674 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2041 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285066 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7292 members 
Mstep: Class 44 contains 12104 members 
Mstep: Class 45 contains 57897 members 
Mstep: Class 46 contains 213719 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358204.000000 Penalty: 30100.029297
Iteration 209Q: 50 clusters Score -2.83582e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2241 members 
Mstep: Class 7 contains 26733 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3202 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 13032 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1674 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2045 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285067 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7298 members 
Mstep: Class 44 contains 12104 members 
Mstep: Class 45 contains 57889 members 
Mstep: Class 46 contains 213713 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358190.000000 Penalty: 30100.029297
Iteration 210Q: 50 clusters Score -2.835819e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 26733 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3202 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2891 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13032 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1673 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2046 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285070 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7302 members 
Mstep: Class 44 contains 12105 members 
Mstep: Class 45 contains 57890 members 
Mstep: Class 46 contains 213703 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358216.000000 Penalty: 30100.029297
Iteration 211Q: 50 clusters Score -2.835822e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 26734 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3202 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13032 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1672 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2046 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285071 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7310 members 
Mstep: Class 44 contains 12108 members 
Mstep: Class 45 contains 57889 members 
Mstep: Class 46 contains 213690 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358244.000000 Penalty: 30100.029297
Iteration 212Q: 50 clusters Score -2.835824e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2241 members 
Mstep: Class 7 contains 26734 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3202 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13032 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1673 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2047 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285068 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7317 members 
Mstep: Class 44 contains 12107 members 
Mstep: Class 45 contains 57887 members 
Mstep: Class 46 contains 213686 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358198.000000 Penalty: 30100.029297
Iteration 213Q: 50 clusters Score -2.83582e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2243 members 
Mstep: Class 7 contains 26735 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 13032 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1673 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2048 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285067 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7321 members 
Mstep: Class 44 contains 12108 members 
Mstep: Class 45 contains 57884 members 
Mstep: Class 46 contains 213681 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358222.000000 Penalty: 30100.029297
Iteration 214Q: 50 clusters Score -2.835822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2242 members 
Mstep: Class 7 contains 26736 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 13032 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1672 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2050 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285072 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7321 members 
Mstep: Class 44 contains 12109 members 
Mstep: Class 45 contains 57880 members 
Mstep: Class 46 contains 213678 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358206.000000 Penalty: 30100.029297
Iteration 215Q: 50 clusters Score -2.835821e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 26735 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 13033 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1671 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2051 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285074 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7325 members 
Mstep: Class 44 contains 12108 members 
Mstep: Class 45 contains 57877 members 
Mstep: Class 46 contains 213680 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358208.000000 Penalty: 30100.029297
Iteration 216Q: 50 clusters Score -2.835821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 26735 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 13033 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1671 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2050 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285075 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7331 members 
Mstep: Class 44 contains 12108 members 
Mstep: Class 45 contains 57877 members 
Mstep: Class 46 contains 213675 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358220.000000 Penalty: 30100.029297
Iteration 217Q: 50 clusters Score -2.835822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 26735 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 13033 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1672 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2050 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285076 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7334 members 
Mstep: Class 44 contains 12107 members 
Mstep: Class 45 contains 57877 members 
Mstep: Class 46 contains 213671 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358218.000000 Penalty: 30100.029297
Iteration 218Q: 50 clusters Score -2.835822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2239 members 
Mstep: Class 7 contains 26735 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 13033 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1672 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2050 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285078 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7333 members 
Mstep: Class 44 contains 12105 members 
Mstep: Class 45 contains 57877 members 
Mstep: Class 46 contains 213670 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358226.000000 Penalty: 30100.029297
Iteration 219Q: 50 clusters Score -2.835823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 26735 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 13033 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1672 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2050 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285079 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7333 members 
Mstep: Class 44 contains 12106 members 
Mstep: Class 45 contains 57877 members 
Mstep: Class 46 contains 213669 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358212.000000 Penalty: 30100.029297
Iteration 220F: 50 clusters Score -2.835821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2242 members 
Mstep: Class 7 contains 26735 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 13033 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1673 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2050 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285078 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7333 members 
Mstep: Class 44 contains 12104 members 
Mstep: Class 45 contains 57876 members 
Mstep: Class 46 contains 213668 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358236.000000 Penalty: 30100.029297
Iteration 221Q: 50 clusters Score -2.835824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2243 members 
Mstep: Class 7 contains 26735 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 13033 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1674 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2050 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285078 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7333 members 
Mstep: Class 44 contains 12104 members 
Mstep: Class 45 contains 57875 members 
Mstep: Class 46 contains 213667 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358228.000000 Penalty: 30100.029297
Iteration 222Q: 50 clusters Score -2.835823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2243 members 
Mstep: Class 7 contains 26735 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 13033 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1675 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2050 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285079 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7333 members 
Mstep: Class 44 contains 12103 members 
Mstep: Class 45 contains 57874 members 
Mstep: Class 46 contains 213667 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358236.000000 Penalty: 30100.029297
Iteration 223Q: 50 clusters Score -2.835824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2243 members 
Mstep: Class 7 contains 26735 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 13033 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1675 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2050 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285079 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7333 members 
Mstep: Class 44 contains 12104 members 
Mstep: Class 45 contains 57873 members 
Mstep: Class 46 contains 213667 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358230.000000 Penalty: 30100.029297
Iteration 224Q: 50 clusters Score -2.835823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2243 members 
Mstep: Class 7 contains 26735 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 13033 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1679 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2051 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285080 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7333 members 
Mstep: Class 44 contains 12099 members 
Mstep: Class 45 contains 57872 members 
Mstep: Class 46 contains 213667 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358214.000000 Penalty: 30100.029297
Iteration 225Q: 50 clusters Score -2.835821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2243 members 
Mstep: Class 7 contains 26734 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 13034 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1680 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2052 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285083 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7333 members 
Mstep: Class 44 contains 12095 members 
Mstep: Class 45 contains 57871 members 
Mstep: Class 46 contains 213667 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358228.000000 Penalty: 30100.029297
Iteration 226Q: 50 clusters Score -2.835823e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2242 members 
Mstep: Class 7 contains 26734 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 13034 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1681 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2591 members 
Mstep: Class 32 contains 2052 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285087 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7333 members 
Mstep: Class 44 contains 12094 members 
Mstep: Class 45 contains 57870 members 
Mstep: Class 46 contains 213664 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358242.000000 Penalty: 30100.029297
Iteration 227Q: 50 clusters Score -2.835824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2241 members 
Mstep: Class 7 contains 26734 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13034 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1682 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2590 members 
Mstep: Class 32 contains 2052 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285091 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7330 members 
Mstep: Class 44 contains 12094 members 
Mstep: Class 45 contains 57868 members 
Mstep: Class 46 contains 213664 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358240.000000 Penalty: 30100.029297
Iteration 228Q: 50 clusters Score -2.835824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2241 members 
Mstep: Class 7 contains 26734 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13034 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1682 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 2052 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285093 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7329 members 
Mstep: Class 44 contains 12096 members 
Mstep: Class 45 contains 57868 members 
Mstep: Class 46 contains 213662 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358252.000000 Penalty: 30100.029297
Iteration 229Q: 50 clusters Score -2.835825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2241 members 
Mstep: Class 7 contains 26734 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13034 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1682 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2588 members 
Mstep: Class 32 contains 2052 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285097 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7329 members 
Mstep: Class 44 contains 12097 members 
Mstep: Class 45 contains 57867 members 
Mstep: Class 46 contains 213659 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358246.000000 Penalty: 30100.029297
Iteration 230Q: 50 clusters Score -2.835825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2241 members 
Mstep: Class 7 contains 26734 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13034 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1682 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2586 members 
Mstep: Class 32 contains 2051 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285100 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7332 members 
Mstep: Class 44 contains 12101 members 
Mstep: Class 45 contains 57866 members 
Mstep: Class 46 contains 213653 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358256.000000 Penalty: 30100.029297
Iteration 231Q: 50 clusters Score -2.835826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 26734 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13034 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1682 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2586 members 
Mstep: Class 32 contains 2051 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285101 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7334 members 
Mstep: Class 44 contains 12105 members 
Mstep: Class 45 contains 57865 members 
Mstep: Class 46 contains 213648 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358272.000000 Penalty: 30100.029297
Iteration 232Q: 50 clusters Score -2.835827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 26734 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13034 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1682 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2586 members 
Mstep: Class 32 contains 2050 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285102 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7335 members 
Mstep: Class 44 contains 12106 members 
Mstep: Class 45 contains 57864 members 
Mstep: Class 46 contains 213647 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358270.000000 Penalty: 30100.029297
Iteration 233Q: 50 clusters Score -2.835827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 26734 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13034 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1682 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2586 members 
Mstep: Class 32 contains 2049 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285103 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7336 members 
Mstep: Class 44 contains 12107 members 
Mstep: Class 45 contains 57863 members 
Mstep: Class 46 contains 213646 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358266.000000 Penalty: 30100.029297
Iteration 234Q: 50 clusters Score -2.835827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 26734 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13034 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1682 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2586 members 
Mstep: Class 32 contains 2049 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285105 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7336 members 
Mstep: Class 44 contains 12106 members 
Mstep: Class 45 contains 57863 members 
Mstep: Class 46 contains 213645 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358268.000000 Penalty: 30100.029297
Iteration 235Q: 50 clusters Score -2.835827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 26734 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13034 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1682 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2587 members 
Mstep: Class 32 contains 2049 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285105 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7336 members 
Mstep: Class 44 contains 12105 members 
Mstep: Class 45 contains 57863 members 
Mstep: Class 46 contains 213645 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358276.000000 Penalty: 30100.029297
Iteration 236Q: 50 clusters Score -2.835828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 26734 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13034 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1682 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2586 members 
Mstep: Class 32 contains 2049 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285106 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7336 members 
Mstep: Class 44 contains 12104 members 
Mstep: Class 45 contains 57863 members 
Mstep: Class 46 contains 213646 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358268.000000 Penalty: 30100.029297
Iteration 237Q: 50 clusters Score -2.835827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 26734 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13034 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1682 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2585 members 
Mstep: Class 32 contains 2049 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285106 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7336 members 
Mstep: Class 44 contains 12104 members 
Mstep: Class 45 contains 57863 members 
Mstep: Class 46 contains 213647 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358270.000000 Penalty: 30100.029297
Iteration 238Q: 50 clusters Score -2.835827e+07 nChanged 0
Entering ConstructFrom: 
Score: -28358270.000000 Penalty: 30100.029297
Entering ConstructFrom: 
Trying to split cluster 1 (3764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Entering Unmasked Estep 
Score: -145486.203125 Penalty: 374.612305
	Iteration 0F: 2 clusters Score -145486.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -142905.937500 Penalty: 749.224609
	Iteration 0F: 3 clusters Score -142905.9 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -143799.921875 Penalty: 749.224609
	Iteration 1F: 3 clusters Score -143799.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -143953.187500 Penalty: 749.224609
	Iteration 2F: 3 clusters Score -143953.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -144134.109375 Penalty: 749.224609
	Iteration 3F: 3 clusters Score -144134.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -144358.515625 Penalty: 749.224609
	Iteration 4F: 3 clusters Score -144358.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -144537.515625 Penalty: 749.224609
	Iteration 5F: 3 clusters Score -144537.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -144653.984375 Penalty: 749.224609
	Iteration 6F: 3 clusters Score -144654 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -144727.218750 Penalty: 749.224609
	Iteration 7Q: 3 clusters Score -144727.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -144783.031250 Penalty: 749.224609
	Iteration 8Q: 3 clusters Score -144783 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -144838.156250 Penalty: 749.224609
	Iteration 9Q: 3 clusters Score -144838.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -144877.265625 Penalty: 749.224609
	Iteration 10Q: 3 clusters Score -144877.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -144894.796875 Penalty: 749.224609
	Iteration 11Q: 3 clusters Score -144894.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -144903.562500 Penalty: 749.224609
	Iteration 12Q: 3 clusters Score -144903.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -144908.984375 Penalty: 749.224609
	Iteration 13Q: 3 clusters Score -144909 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -144912.562500 Penalty: 749.224609
	Iteration 14Q: 3 clusters Score -144912.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -144915.078125 Penalty: 749.224609
	Iteration 15Q: 3 clusters Score -144915.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -144918.343750 Penalty: 749.224609
	Iteration 16Q: 3 clusters Score -144918.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -144922.406250 Penalty: 749.224609
	Iteration 17Q: 3 clusters Score -144922.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -144928.156250 Penalty: 749.224609
	Iteration 18Q: 3 clusters Score -144928.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -144930.578125 Penalty: 749.224609
	Iteration 19Q: 3 clusters Score -144930.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -144936.031250 Penalty: 749.224609
	Iteration 20F: 3 clusters Score -144936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -144941.125000 Penalty: 749.224609
	Iteration 21Q: 3 clusters Score -144941.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -144944.375000 Penalty: 749.224609
	Iteration 22Q: 3 clusters Score -144944.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -144946.671875 Penalty: 749.224609
	Iteration 23Q: 3 clusters Score -144946.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -144949.843750 Penalty: 749.224609
	Iteration 24Q: 3 clusters Score -144949.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -144952.718750 Penalty: 749.224609
	Iteration 25Q: 3 clusters Score -144952.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -144954.546875 Penalty: 749.224609
	Iteration 26Q: 3 clusters Score -144954.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -144955.640625 Penalty: 749.224609
	Iteration 27Q: 3 clusters Score -144955.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -144956.359375 Penalty: 749.224609
	Iteration 28Q: 3 clusters Score -144956.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -144957.203125 Penalty: 749.224609
	Iteration 29Q: 3 clusters Score -144957.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -144958.531250 Penalty: 749.224609
	Iteration 30Q: 3 clusters Score -144958.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -144959.718750 Penalty: 749.224609
	Iteration 31Q: 3 clusters Score -144959.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -144961.640625 Penalty: 749.224609
	Iteration 32Q: 3 clusters Score -144961.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -144964.921875 Penalty: 749.224609
	Iteration 33Q: 3 clusters Score -144964.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -144970.125000 Penalty: 749.224609
	Iteration 34Q: 3 clusters Score -144970.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -144973.625000 Penalty: 749.224609
	Iteration 35Q: 3 clusters Score -144973.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -144977.515625 Penalty: 749.224609
	Iteration 36Q: 3 clusters Score -144977.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -144981.531250 Penalty: 749.224609
	Iteration 37Q: 3 clusters Score -144981.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -144985.843750 Penalty: 749.224609
	Iteration 38Q: 3 clusters Score -144985.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -144989.843750 Penalty: 749.224609
	Iteration 39Q: 3 clusters Score -144989.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -144993.953125 Penalty: 749.224609
	Iteration 40F: 3 clusters Score -144994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -144997.390625 Penalty: 749.224609
	Iteration 41Q: 3 clusters Score -144997.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -145001.343750 Penalty: 749.224609
	Iteration 42Q: 3 clusters Score -145001.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -145003.343750 Penalty: 749.224609
	Iteration 43Q: 3 clusters Score -145003.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -145005.421875 Penalty: 749.224609
	Iteration 44Q: 3 clusters Score -145005.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -145007.062500 Penalty: 749.224609
	Iteration 45Q: 3 clusters Score -145007.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -145010.343750 Penalty: 749.224609
	Iteration 46Q: 3 clusters Score -145010.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -145013.140625 Penalty: 749.224609
	Iteration 47Q: 3 clusters Score -145013.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -145016.031250 Penalty: 749.224609
	Iteration 48Q: 3 clusters Score -145016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -145018.843750 Penalty: 749.224609
	Iteration 49Q: 3 clusters Score -145018.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -145021.859375 Penalty: 749.224609
	Iteration 50Q: 3 clusters Score -145021.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -145024.750000 Penalty: 749.224609
	Iteration 51Q: 3 clusters Score -145024.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -145027.546875 Penalty: 749.224609
	Iteration 52Q: 3 clusters Score -145027.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -145029.500000 Penalty: 749.224609
	Iteration 53Q: 3 clusters Score -145029.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -145030.156250 Penalty: 749.224609
	Iteration 54Q: 3 clusters Score -145030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -145030.078125 Penalty: 749.224609
	Iteration 55Q: 3 clusters Score -145030.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -145030.171875 Penalty: 749.224609
	Iteration 56Q: 3 clusters Score -145030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -145030.687500 Penalty: 749.224609
	Iteration 57Q: 3 clusters Score -145030.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -145030.500000 Penalty: 749.224609
	Iteration 58Q: 3 clusters Score -145030.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -145030.718750 Penalty: 749.224609
	Iteration 59Q: 3 clusters Score -145030.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -145031.078125 Penalty: 749.224609
	Iteration 60F: 3 clusters Score -145031.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -145031.312500 Penalty: 749.224609
	Iteration 61Q: 3 clusters Score -145031.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -145031.812500 Penalty: 749.224609
	Iteration 62Q: 3 clusters Score -145031.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -145032.531250 Penalty: 749.224609
	Iteration 63Q: 3 clusters Score -145032.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -145033.437500 Penalty: 749.224609
	Iteration 64Q: 3 clusters Score -145033.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -145033.421875 Penalty: 749.224609
	Iteration 65Q: 3 clusters Score -145033.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -145033.937500 Penalty: 749.224609
	Iteration 66Q: 3 clusters Score -145033.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -145034.015625 Penalty: 749.224609
	Iteration 67Q: 3 clusters Score -145034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -145034.015625 Penalty: 749.224609
	Iteration 68F: 3 clusters Score -145034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Entering Unmasked Estep 
Score: -257808.890625 Penalty: 399.818512
	Iteration 0F: 2 clusters Score -257808.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -253456.406250 Penalty: 799.637024
	Iteration 0F: 3 clusters Score -253456.4 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -255213.656250 Penalty: 799.637024
	Iteration 1F: 3 clusters Score -255213.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -255384.609375 Penalty: 799.637024
	Iteration 2F: 3 clusters Score -255384.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -255536.203125 Penalty: 799.637024
	Iteration 3F: 3 clusters Score -255536.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -255680.265625 Penalty: 799.637024
	Iteration 4Q: 3 clusters Score -255680.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -255883.171875 Penalty: 799.637024
	Iteration 5Q: 3 clusters Score -255883.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -256144.578125 Penalty: 799.637024
	Iteration 6F: 3 clusters Score -256144.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -256403.140625 Penalty: 799.637024
	Iteration 7Q: 3 clusters Score -256403.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -256637.875000 Penalty: 799.637024
	Iteration 8Q: 3 clusters Score -256637.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -256809.437500 Penalty: 799.637024
	Iteration 9Q: 3 clusters Score -256809.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -256922.843750 Penalty: 799.637024
	Iteration 10Q: 3 clusters Score -256922.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -256989.453125 Penalty: 799.637024
	Iteration 11Q: 3 clusters Score -256989.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -257052.296875 Penalty: 799.637024
	Iteration 12Q: 3 clusters Score -257052.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -257116.265625 Penalty: 799.637024
	Iteration 13Q: 3 clusters Score -257116.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -257174.906250 Penalty: 799.637024
	Iteration 14Q: 3 clusters Score -257174.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -257228.937500 Penalty: 799.637024
	Iteration 15Q: 3 clusters Score -257228.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -257273.125000 Penalty: 799.637024
	Iteration 16Q: 3 clusters Score -257273.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -257316.343750 Penalty: 799.637024
	Iteration 17Q: 3 clusters Score -257316.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -257343.484375 Penalty: 799.637024
	Iteration 18Q: 3 clusters Score -257343.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -257367.078125 Penalty: 799.637024
	Iteration 19Q: 3 clusters Score -257367.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -257382.203125 Penalty: 799.637024
	Iteration 20F: 3 clusters Score -257382.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -257394.500000 Penalty: 799.637024
	Iteration 21Q: 3 clusters Score -257394.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -257405.390625 Penalty: 799.637024
	Iteration 22Q: 3 clusters Score -257405.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -257416.125000 Penalty: 799.637024
	Iteration 23Q: 3 clusters Score -257416.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -257423.828125 Penalty: 799.637024
	Iteration 24Q: 3 clusters Score -257423.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -257430.437500 Penalty: 799.637024
	Iteration 25Q: 3 clusters Score -257430.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -257439.140625 Penalty: 799.637024
	Iteration 26Q: 3 clusters Score -257439.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -257445.921875 Penalty: 799.637024
	Iteration 27Q: 3 clusters Score -257445.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -257454.203125 Penalty: 799.637024
	Iteration 28Q: 3 clusters Score -257454.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -257460.437500 Penalty: 799.637024
	Iteration 29Q: 3 clusters Score -257460.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -257469.531250 Penalty: 799.637024
	Iteration 30Q: 3 clusters Score -257469.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -257482.734375 Penalty: 799.637024
	Iteration 31Q: 3 clusters Score -257482.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -257493.718750 Penalty: 799.637024
	Iteration 32Q: 3 clusters Score -257493.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -257510.687500 Penalty: 799.637024
	Iteration 33Q: 3 clusters Score -257510.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -257521.156250 Penalty: 799.637024
	Iteration 34Q: 3 clusters Score -257521.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -257528.359375 Penalty: 799.637024
	Iteration 35Q: 3 clusters Score -257528.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -257534.531250 Penalty: 799.637024
	Iteration 36Q: 3 clusters Score -257534.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -257536.921875 Penalty: 799.637024
	Iteration 37Q: 3 clusters Score -257536.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -257539.640625 Penalty: 799.637024
	Iteration 38Q: 3 clusters Score -257539.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -257542.203125 Penalty: 799.637024
	Iteration 39Q: 3 clusters Score -257542.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -257546.343750 Penalty: 799.637024
	Iteration 40F: 3 clusters Score -257546.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -257547.500000 Penalty: 799.637024
	Iteration 41Q: 3 clusters Score -257547.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -257547.500000 Penalty: 799.637024
	Iteration 42F: 3 clusters Score -257547.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Entering Unmasked Estep 
Score: -160860.453125 Penalty: 377.955719
	Iteration 0F: 2 clusters Score -160860.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -158084.500000 Penalty: 755.911438
	Iteration 0F: 3 clusters Score -158084.5 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -159092.578125 Penalty: 755.911438
	Iteration 1F: 3 clusters Score -159092.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -159322.281250 Penalty: 755.911438
	Iteration 2F: 3 clusters Score -159322.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -159520.546875 Penalty: 755.911438
	Iteration 3F: 3 clusters Score -159520.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -159686.156250 Penalty: 755.911438
	Iteration 4F: 3 clusters Score -159686.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -159809.625000 Penalty: 755.911438
	Iteration 5F: 3 clusters Score -159809.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -159911.125000 Penalty: 755.911438
	Iteration 6Q: 3 clusters Score -159911.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -160029.187500 Penalty: 755.911438
	Iteration 7Q: 3 clusters Score -160029.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -160123.562500 Penalty: 755.911438
	Iteration 8Q: 3 clusters Score -160123.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -160197.671875 Penalty: 755.911438
	Iteration 9Q: 3 clusters Score -160197.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -160267.953125 Penalty: 755.911438
	Iteration 10Q: 3 clusters Score -160268 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -160316.234375 Penalty: 755.911438
	Iteration 11Q: 3 clusters Score -160316.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -160357.281250 Penalty: 755.911438
	Iteration 12Q: 3 clusters Score -160357.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -160387.515625 Penalty: 755.911438
	Iteration 13Q: 3 clusters Score -160387.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -160406.375000 Penalty: 755.911438
	Iteration 14Q: 3 clusters Score -160406.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -160424.890625 Penalty: 755.911438
	Iteration 15Q: 3 clusters Score -160424.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -160440.968750 Penalty: 755.911438
	Iteration 16Q: 3 clusters Score -160441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -160456.687500 Penalty: 755.911438
	Iteration 17Q: 3 clusters Score -160456.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -160474.281250 Penalty: 755.911438
	Iteration 18Q: 3 clusters Score -160474.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -160490.875000 Penalty: 755.911438
	Iteration 19Q: 3 clusters Score -160490.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -160507.656250 Penalty: 755.911438
	Iteration 20F: 3 clusters Score -160507.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -160522.093750 Penalty: 755.911438
	Iteration 21Q: 3 clusters Score -160522.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -160536.234375 Penalty: 755.911438
	Iteration 22Q: 3 clusters Score -160536.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -160547.640625 Penalty: 755.911438
	Iteration 23Q: 3 clusters Score -160547.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -160563.937500 Penalty: 755.911438
	Iteration 24Q: 3 clusters Score -160563.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -160573.031250 Penalty: 755.911438
	Iteration 25Q: 3 clusters Score -160573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -160581.968750 Penalty: 755.911438
	Iteration 26Q: 3 clusters Score -160582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -160586.750000 Penalty: 755.911438
	Iteration 27Q: 3 clusters Score -160586.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -160588.640625 Penalty: 755.911438
	Iteration 28Q: 3 clusters Score -160588.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -160588.875000 Penalty: 755.911438
	Iteration 29Q: 3 clusters Score -160588.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -160588.875000 Penalty: 755.911438
	Iteration 30F: 3 clusters Score -160588.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -109879.093750 Penalty: 358.902161
	Iteration 0F: 2 clusters Score -109879.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -108046.562500 Penalty: 717.804321
	Iteration 0F: 3 clusters Score -108046.6 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -108821.601562 Penalty: 717.804321
	Iteration 1F: 3 clusters Score -108821.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -108984.039062 Penalty: 717.804321
	Iteration 2F: 3 clusters Score -108984 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -109167.437500 Penalty: 717.804321
	Iteration 3F: 3 clusters Score -109167.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -109285.984375 Penalty: 717.804321
	Iteration 4F: 3 clusters Score -109286 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -109398.453125 Penalty: 717.804321
	Iteration 5F: 3 clusters Score -109398.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -109490.101562 Penalty: 717.804321
	Iteration 6Q: 3 clusters Score -109490.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -109556.445312 Penalty: 717.804321
	Iteration 7Q: 3 clusters Score -109556.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -109593.789062 Penalty: 717.804321
	Iteration 8Q: 3 clusters Score -109593.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -109620.273438 Penalty: 717.804321
	Iteration 9Q: 3 clusters Score -109620.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -109638.484375 Penalty: 717.804321
	Iteration 10Q: 3 clusters Score -109638.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -109645.343750 Penalty: 717.804321
	Iteration 11Q: 3 clusters Score -109645.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -109652.328125 Penalty: 717.804321
	Iteration 12Q: 3 clusters Score -109652.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -109657.882812 Penalty: 717.804321
	Iteration 13Q: 3 clusters Score -109657.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -109662.367188 Penalty: 717.804321
	Iteration 14Q: 3 clusters Score -109662.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -109668.929688 Penalty: 717.804321
	Iteration 15Q: 3 clusters Score -109668.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -109675.398438 Penalty: 717.804321
	Iteration 16Q: 3 clusters Score -109675.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -109682.171875 Penalty: 717.804321
	Iteration 17Q: 3 clusters Score -109682.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -109689.867188 Penalty: 717.804321
	Iteration 18Q: 3 clusters Score -109689.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -109694.179688 Penalty: 717.804321
	Iteration 19Q: 3 clusters Score -109694.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -109696.359375 Penalty: 717.804321
	Iteration 20F: 3 clusters Score -109696.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -109698.960938 Penalty: 717.804321
	Iteration 21Q: 3 clusters Score -109699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -109699.546875 Penalty: 717.804321
	Iteration 22Q: 3 clusters Score -109699.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -109700.773438 Penalty: 717.804321
	Iteration 23Q: 3 clusters Score -109700.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -109701.515625 Penalty: 717.804321
	Iteration 24Q: 3 clusters Score -109701.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -109701.742188 Penalty: 717.804321
	Iteration 25Q: 3 clusters Score -109701.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -109702.023438 Penalty: 717.804321
	Iteration 26Q: 3 clusters Score -109702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -109702.640625 Penalty: 717.804321
	Iteration 27Q: 3 clusters Score -109702.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -109703.882812 Penalty: 717.804321
	Iteration 28Q: 3 clusters Score -109703.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -109704.750000 Penalty: 717.804321
	Iteration 29Q: 3 clusters Score -109704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -109705.023438 Penalty: 717.804321
	Iteration 30Q: 3 clusters Score -109705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -109705.023438 Penalty: 717.804321
	Iteration 31F: 3 clusters Score -109705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Entering Unmasked Estep 
Score: -96216.695312 Penalty: 350.997498
	Iteration 0F: 2 clusters Score -96216.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -94590.765625 Penalty: 701.994995
	Iteration 0F: 3 clusters Score -94590.77 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -95129.851562 Penalty: 701.994995
	Iteration 1F: 3 clusters Score -95129.85 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -95193.171875 Penalty: 701.994995
	Iteration 2F: 3 clusters Score -95193.17 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -95233.976562 Penalty: 701.994995
	Iteration 3Q: 3 clusters Score -95233.98 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -95270.242188 Penalty: 701.994995
	Iteration 4Q: 3 clusters Score -95270.24 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -95304.882812 Penalty: 701.994995
	Iteration 5Q: 3 clusters Score -95304.88 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -95366.703125 Penalty: 701.994995
	Iteration 6Q: 3 clusters Score -95366.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -95456.429688 Penalty: 701.994995
	Iteration 7F: 3 clusters Score -95456.43 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -95541.335938 Penalty: 701.994995
	Iteration 8F: 3 clusters Score -95541.34 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -95631.562500 Penalty: 701.994995
	Iteration 9Q: 3 clusters Score -95631.56 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -95697.992188 Penalty: 701.994995
	Iteration 10Q: 3 clusters Score -95697.99 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -95739.421875 Penalty: 701.994995
	Iteration 11Q: 3 clusters Score -95739.42 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -95762.984375 Penalty: 701.994995
	Iteration 12Q: 3 clusters Score -95762.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -95784.898438 Penalty: 701.994995
	Iteration 13Q: 3 clusters Score -95784.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -95803.562500 Penalty: 701.994995
	Iteration 14Q: 3 clusters Score -95803.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -95818.632812 Penalty: 701.994995
	Iteration 15Q: 3 clusters Score -95818.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -95829.156250 Penalty: 701.994995
	Iteration 16Q: 3 clusters Score -95829.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -95835.945312 Penalty: 701.994995
	Iteration 17Q: 3 clusters Score -95835.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -95841.492188 Penalty: 701.994995
	Iteration 18Q: 3 clusters Score -95841.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -95846.125000 Penalty: 701.994995
	Iteration 19Q: 3 clusters Score -95846.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -95848.500000 Penalty: 701.994995
	Iteration 20F: 3 clusters Score -95848.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -95849.976562 Penalty: 701.994995
	Iteration 21Q: 3 clusters Score -95849.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -95851.414062 Penalty: 701.994995
	Iteration 22Q: 3 clusters Score -95851.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -95852.257812 Penalty: 701.994995
	Iteration 23Q: 3 clusters Score -95852.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -95852.828125 Penalty: 701.994995
	Iteration 24Q: 3 clusters Score -95852.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -95852.937500 Penalty: 701.994995
	Iteration 25Q: 3 clusters Score -95852.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -95853.562500 Penalty: 701.994995
	Iteration 26Q: 3 clusters Score -95853.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -95853.750000 Penalty: 701.994995
	Iteration 27Q: 3 clusters Score -95853.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -95853.750000 Penalty: 701.994995
	Iteration 28F: 3 clusters Score -95853.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Entering Unmasked Estep 
Score: -1091918.375000 Penalty: 463.812958
	Iteration 0F: 2 clusters Score -1091918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1074118.875000 Penalty: 927.625916
	Iteration 0F: 3 clusters Score -1074119 nChanged 12775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1081829.000000 Penalty: 927.625916
	Iteration 1F: 3 clusters Score -1081829 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1082455.875000 Penalty: 927.625916
	Iteration 2F: 3 clusters Score -1082456 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1083200.875000 Penalty: 927.625916
	Iteration 3F: 3 clusters Score -1083201 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1084037.750000 Penalty: 927.625916
	Iteration 4F: 3 clusters Score -1084038 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1084936.875000 Penalty: 927.625916
	Iteration 5F: 3 clusters Score -1084937 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1085824.750000 Penalty: 927.625916
	Iteration 6F: 3 clusters Score -1085825 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1086585.125000 Penalty: 927.625916
	Iteration 7F: 3 clusters Score -1086585 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1087259.250000 Penalty: 927.625916
	Iteration 8Q: 3 clusters Score -1087259 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1087793.125000 Penalty: 927.625916
	Iteration 9Q: 3 clusters Score -1087793 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1088181.625000 Penalty: 927.625916
	Iteration 10Q: 3 clusters Score -1088182 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1088529.875000 Penalty: 927.625916
	Iteration 11Q: 3 clusters Score -1088530 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1088832.000000 Penalty: 927.625916
	Iteration 12Q: 3 clusters Score -1088832 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1089141.625000 Penalty: 927.625916
	Iteration 13Q: 3 clusters Score -1089142 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1089480.125000 Penalty: 927.625916
	Iteration 14Q: 3 clusters Score -1089480 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1089788.375000 Penalty: 927.625916
	Iteration 15Q: 3 clusters Score -1089788 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1090069.625000 Penalty: 927.625916
	Iteration 16Q: 3 clusters Score -1090070 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1090348.500000 Penalty: 927.625916
	Iteration 17Q: 3 clusters Score -1090348 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1090578.625000 Penalty: 927.625916
	Iteration 18Q: 3 clusters Score -1090579 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1090783.500000 Penalty: 927.625916
	Iteration 19Q: 3 clusters Score -1090784 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1090967.500000 Penalty: 927.625916
	Iteration 20F: 3 clusters Score -1090968 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1091108.875000 Penalty: 927.625916
	Iteration 21Q: 3 clusters Score -1091109 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1091223.375000 Penalty: 927.625916
	Iteration 22Q: 3 clusters Score -1091223 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1091295.125000 Penalty: 927.625916
	Iteration 23Q: 3 clusters Score -1091295 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1091358.750000 Penalty: 927.625916
	Iteration 24Q: 3 clusters Score -1091359 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1091413.000000 Penalty: 927.625916
	Iteration 25Q: 3 clusters Score -1091413 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1091453.500000 Penalty: 927.625916
	Iteration 26Q: 3 clusters Score -1091454 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1091485.000000 Penalty: 927.625916
	Iteration 27Q: 3 clusters Score -1091485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1091505.125000 Penalty: 927.625916
	Iteration 28Q: 3 clusters Score -1091505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1091520.375000 Penalty: 927.625916
	Iteration 29Q: 3 clusters Score -1091520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1091533.875000 Penalty: 927.625916
	Iteration 30Q: 3 clusters Score -1091534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1091544.750000 Penalty: 927.625916
	Iteration 31Q: 3 clusters Score -1091545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1091557.375000 Penalty: 927.625916
	Iteration 32Q: 3 clusters Score -1091557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1091559.750000 Penalty: 927.625916
	Iteration 33Q: 3 clusters Score -1091560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1091563.000000 Penalty: 927.625916
	Iteration 34Q: 3 clusters Score -1091563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1091562.125000 Penalty: 927.625916
	Iteration 35Q: 3 clusters Score -1091562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1091562.375000 Penalty: 927.625916
	Iteration 36Q: 3 clusters Score -1091562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1091563.625000 Penalty: 927.625916
	Iteration 37Q: 3 clusters Score -1091564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1091563.625000 Penalty: 927.625916
	Iteration 38F: 3 clusters Score -1091564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -70221.304688 Penalty: 343.146576
	Iteration 0F: 2 clusters Score -70221.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -68831.257812 Penalty: 686.293152
	Iteration 0F: 3 clusters Score -68831.26 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -69307.507812 Penalty: 686.293152
	Iteration 1F: 3 clusters Score -69307.51 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -69422.257812 Penalty: 686.293152
	Iteration 2F: 3 clusters Score -69422.26 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -69507.710938 Penalty: 686.293152
	Iteration 3F: 3 clusters Score -69507.71 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -69589.000000 Penalty: 686.293152
	Iteration 4F: 3 clusters Score -69589 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -69670.695312 Penalty: 686.293152
	Iteration 5F: 3 clusters Score -69670.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -69736.523438 Penalty: 686.293152
	Iteration 6F: 3 clusters Score -69736.52 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -69792.984375 Penalty: 686.293152
	Iteration 7Q: 3 clusters Score -69792.98 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -69865.187500 Penalty: 686.293152
	Iteration 8Q: 3 clusters Score -69865.19 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -69932.046875 Penalty: 686.293152
	Iteration 9Q: 3 clusters Score -69932.05 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -69963.312500 Penalty: 686.293152
	Iteration 10Q: 3 clusters Score -69963.31 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -69987.445312 Penalty: 686.293152
	Iteration 11Q: 3 clusters Score -69987.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -70019.750000 Penalty: 686.293152
	Iteration 12Q: 3 clusters Score -70019.75 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -70054.804688 Penalty: 686.293152
	Iteration 13Q: 3 clusters Score -70054.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -70085.968750 Penalty: 686.293152
	Iteration 14Q: 3 clusters Score -70085.97 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -70113.585938 Penalty: 686.293152
	Iteration 15Q: 3 clusters Score -70113.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -70142.578125 Penalty: 686.293152
	Iteration 16Q: 3 clusters Score -70142.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -70170.242188 Penalty: 686.293152
	Iteration 17Q: 3 clusters Score -70170.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -70185.921875 Penalty: 686.293152
	Iteration 18Q: 3 clusters Score -70185.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -70193.570312 Penalty: 686.293152
	Iteration 19Q: 3 clusters Score -70193.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -70200.914062 Penalty: 686.293152
	Iteration 20F: 3 clusters Score -70200.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -70202.500000 Penalty: 686.293152
	Iteration 21Q: 3 clusters Score -70202.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -70203.273438 Penalty: 686.293152
	Iteration 22Q: 3 clusters Score -70203.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -70204.195312 Penalty: 686.293152
	Iteration 23Q: 3 clusters Score -70204.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -70204.476562 Penalty: 686.293152
	Iteration 24Q: 3 clusters Score -70204.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -70204.476562 Penalty: 686.293152
	Iteration 25F: 3 clusters Score -70204.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Entering Unmasked Estep 
Score: -123046.500000 Penalty: 367.268860
	Iteration 0F: 2 clusters Score -123046.5 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 1623 members 
Entering Unmasked Estep 
Score: -120862.984375 Penalty: 734.537720
	Iteration 0F: 3 clusters Score -120863 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -121654.726562 Penalty: 734.537720
	Iteration 1F: 3 clusters Score -121654.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -121776.101562 Penalty: 734.537720
	Iteration 2F: 3 clusters Score -121776.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -121858.593750 Penalty: 734.537720
	Iteration 3F: 3 clusters Score -121858.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -121928.703125 Penalty: 734.537720
	Iteration 4Q: 3 clusters Score -121928.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -121980.921875 Penalty: 734.537720
	Iteration 5Q: 3 clusters Score -121980.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -122047.898438 Penalty: 734.537720
	Iteration 6Q: 3 clusters Score -122047.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -122123.984375 Penalty: 734.537720
	Iteration 7Q: 3 clusters Score -122124 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -122216.679688 Penalty: 734.537720
	Iteration 8Q: 3 clusters Score -122216.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -122313.132812 Penalty: 734.537720
	Iteration 9Q: 3 clusters Score -122313.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -122399.242188 Penalty: 734.537720
	Iteration 10Q: 3 clusters Score -122399.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -122459.140625 Penalty: 734.537720
	Iteration 11Q: 3 clusters Score -122459.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -122491.367188 Penalty: 734.537720
	Iteration 12Q: 3 clusters Score -122491.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -122514.945312 Penalty: 734.537720
	Iteration 13Q: 3 clusters Score -122514.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -122537.414062 Penalty: 734.537720
	Iteration 14Q: 3 clusters Score -122537.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -122550.890625 Penalty: 734.537720
	Iteration 15Q: 3 clusters Score -122550.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -122561.203125 Penalty: 734.537720
	Iteration 16Q: 3 clusters Score -122561.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -122570.140625 Penalty: 734.537720
	Iteration 17Q: 3 clusters Score -122570.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -122576.476562 Penalty: 734.537720
	Iteration 18Q: 3 clusters Score -122576.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -122582.460938 Penalty: 734.537720
	Iteration 19Q: 3 clusters Score -122582.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -122589.031250 Penalty: 734.537720
	Iteration 20F: 3 clusters Score -122589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -122593.007812 Penalty: 734.537720
	Iteration 21Q: 3 clusters Score -122593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -122596.539062 Penalty: 734.537720
	Iteration 22Q: 3 clusters Score -122596.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -122601.953125 Penalty: 734.537720
	Iteration 23Q: 3 clusters Score -122602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -122608.234375 Penalty: 734.537720
	Iteration 24Q: 3 clusters Score -122608.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -122613.125000 Penalty: 734.537720
	Iteration 25Q: 3 clusters Score -122613.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -122618.046875 Penalty: 734.537720
	Iteration 26Q: 3 clusters Score -122618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -122621.515625 Penalty: 734.537720
	Iteration 27Q: 3 clusters Score -122621.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -122626.242188 Penalty: 734.537720
	Iteration 28Q: 3 clusters Score -122626.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -122632.734375 Penalty: 734.537720
	Iteration 29Q: 3 clusters Score -122632.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -122638.960938 Penalty: 734.537720
	Iteration 30Q: 3 clusters Score -122639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -122644.117188 Penalty: 734.537720
	Iteration 31Q: 3 clusters Score -122644.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -122649.523438 Penalty: 734.537720
	Iteration 32Q: 3 clusters Score -122649.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -122654.460938 Penalty: 734.537720
	Iteration 33Q: 3 clusters Score -122654.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -122663.078125 Penalty: 734.537720
	Iteration 34Q: 3 clusters Score -122663.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -122670.554688 Penalty: 734.537720
	Iteration 35Q: 3 clusters Score -122670.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -122675.140625 Penalty: 734.537720
	Iteration 36Q: 3 clusters Score -122675.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -122680.515625 Penalty: 734.537720
	Iteration 37Q: 3 clusters Score -122680.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -122685.914062 Penalty: 734.537720
	Iteration 38Q: 3 clusters Score -122685.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -122689.085938 Penalty: 734.537720
	Iteration 39Q: 3 clusters Score -122689.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -122693.210938 Penalty: 734.537720
	Iteration 40F: 3 clusters Score -122693.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -122694.429688 Penalty: 734.537720
	Iteration 41Q: 3 clusters Score -122694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -122695.156250 Penalty: 734.537720
	Iteration 42Q: 3 clusters Score -122695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -122695.468750 Penalty: 734.537720
	Iteration 43Q: 3 clusters Score -122695.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -122696.054688 Penalty: 734.537720
	Iteration 44Q: 3 clusters Score -122696.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -122696.140625 Penalty: 734.537720
	Iteration 45Q: 3 clusters Score -122696.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -122696.140625 Penalty: 734.537720
	Iteration 46F: 3 clusters Score -122696.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Entering Unmasked Estep 
Score: -240814.046875 Penalty: 396.460510
	Iteration 0F: 2 clusters Score -240814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -236804.718750 Penalty: 792.921021
	Iteration 0F: 3 clusters Score -236804.7 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -238664.953125 Penalty: 792.921021
	Iteration 1F: 3 clusters Score -238665 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -239087.875000 Penalty: 792.921021
	Iteration 2F: 3 clusters Score -239087.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -239461.546875 Penalty: 792.921021
	Iteration 3F: 3 clusters Score -239461.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -239768.875000 Penalty: 792.921021
	Iteration 4F: 3 clusters Score -239768.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -240020.437500 Penalty: 792.921021
	Iteration 5Q: 3 clusters Score -240020.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -240206.656250 Penalty: 792.921021
	Iteration 6Q: 3 clusters Score -240206.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -240363.312500 Penalty: 792.921021
	Iteration 7Q: 3 clusters Score -240363.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -240460.828125 Penalty: 792.921021
	Iteration 8Q: 3 clusters Score -240460.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -240533.468750 Penalty: 792.921021
	Iteration 9Q: 3 clusters Score -240533.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -240576.468750 Penalty: 792.921021
	Iteration 10Q: 3 clusters Score -240576.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -240596.281250 Penalty: 792.921021
	Iteration 11Q: 3 clusters Score -240596.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -240610.734375 Penalty: 792.921021
	Iteration 12Q: 3 clusters Score -240610.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -240625.859375 Penalty: 792.921021
	Iteration 13Q: 3 clusters Score -240625.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -240635.187500 Penalty: 792.921021
	Iteration 14Q: 3 clusters Score -240635.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -240638.343750 Penalty: 792.921021
	Iteration 15Q: 3 clusters Score -240638.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -240641.140625 Penalty: 792.921021
	Iteration 16Q: 3 clusters Score -240641.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -240645.484375 Penalty: 792.921021
	Iteration 17Q: 3 clusters Score -240645.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -240653.484375 Penalty: 792.921021
	Iteration 18Q: 3 clusters Score -240653.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -240657.093750 Penalty: 792.921021
	Iteration 19Q: 3 clusters Score -240657.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -240661.000000 Penalty: 792.921021
	Iteration 20F: 3 clusters Score -240661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -240666.234375 Penalty: 792.921021
	Iteration 21Q: 3 clusters Score -240666.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -240672.812500 Penalty: 792.921021
	Iteration 22Q: 3 clusters Score -240672.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -240678.031250 Penalty: 792.921021
	Iteration 23Q: 3 clusters Score -240678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -240680.750000 Penalty: 792.921021
	Iteration 24Q: 3 clusters Score -240680.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -240681.968750 Penalty: 792.921021
	Iteration 25Q: 3 clusters Score -240682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -240683.796875 Penalty: 792.921021
	Iteration 26Q: 3 clusters Score -240683.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -240684.421875 Penalty: 792.921021
	Iteration 27Q: 3 clusters Score -240684.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -240685.625000 Penalty: 792.921021
	Iteration 28Q: 3 clusters Score -240685.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -240685.625000 Penalty: 792.921021
	Iteration 29Q: 3 clusters Score -240685.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -240685.625000 Penalty: 792.921021
	Iteration 30F: 3 clusters Score -240685.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Entering Unmasked Estep 
Score: -130440.507812 Penalty: 367.987640
	Iteration 0F: 2 clusters Score -130440.5 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 1706 members 
Entering Unmasked Estep 
Score: -128207.960938 Penalty: 735.975281
	Iteration 0F: 3 clusters Score -128208 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -128988.648438 Penalty: 735.975281
	Iteration 1F: 3 clusters Score -128988.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -129179.312500 Penalty: 735.975281
	Iteration 2F: 3 clusters Score -129179.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -129391.929688 Penalty: 735.975281
	Iteration 3F: 3 clusters Score -129391.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -129623.281250 Penalty: 735.975281
	Iteration 4F: 3 clusters Score -129623.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -129806.304688 Penalty: 735.975281
	Iteration 5F: 3 clusters Score -129806.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -129916.343750 Penalty: 735.975281
	Iteration 6Q: 3 clusters Score -129916.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -129990.468750 Penalty: 735.975281
	Iteration 7Q: 3 clusters Score -129990.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -130041.265625 Penalty: 735.975281
	Iteration 8Q: 3 clusters Score -130041.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -130066.031250 Penalty: 735.975281
	Iteration 9Q: 3 clusters Score -130066 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -130085.671875 Penalty: 735.975281
	Iteration 10Q: 3 clusters Score -130085.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -130101.585938 Penalty: 735.975281
	Iteration 11Q: 3 clusters Score -130101.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -130113.609375 Penalty: 735.975281
	Iteration 12Q: 3 clusters Score -130113.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -130124.062500 Penalty: 735.975281
	Iteration 13Q: 3 clusters Score -130124.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -130130.328125 Penalty: 735.975281
	Iteration 14Q: 3 clusters Score -130130.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -130135.710938 Penalty: 735.975281
	Iteration 15Q: 3 clusters Score -130135.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -130140.593750 Penalty: 735.975281
	Iteration 16Q: 3 clusters Score -130140.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -130144.171875 Penalty: 735.975281
	Iteration 17Q: 3 clusters Score -130144.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -130148.867188 Penalty: 735.975281
	Iteration 18Q: 3 clusters Score -130148.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -130152.632812 Penalty: 735.975281
	Iteration 19Q: 3 clusters Score -130152.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -130156.406250 Penalty: 735.975281
	Iteration 20F: 3 clusters Score -130156.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -130159.445312 Penalty: 735.975281
	Iteration 21Q: 3 clusters Score -130159.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -130162.101562 Penalty: 735.975281
	Iteration 22Q: 3 clusters Score -130162.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -130164.109375 Penalty: 735.975281
	Iteration 23Q: 3 clusters Score -130164.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -130165.179688 Penalty: 735.975281
	Iteration 24Q: 3 clusters Score -130165.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -130166.062500 Penalty: 735.975281
	Iteration 25Q: 3 clusters Score -130166.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -130167.304688 Penalty: 735.975281
	Iteration 26Q: 3 clusters Score -130167.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -130167.898438 Penalty: 735.975281
	Iteration 27Q: 3 clusters Score -130167.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -130167.890625 Penalty: 735.975281
	Iteration 28Q: 3 clusters Score -130167.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -130167.890625 Penalty: 735.975281
	Iteration 29F: 3 clusters Score -130167.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -65020.042969 Penalty: 336.337433
	Iteration 0F: 2 clusters Score -65020.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -63807.687500 Penalty: 672.674866
	Iteration 0F: 3 clusters Score -63807.69 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -64197.503906 Penalty: 672.674866
	Iteration 1F: 3 clusters Score -64197.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -64288.308594 Penalty: 672.674866
	Iteration 2F: 3 clusters Score -64288.31 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -64387.144531 Penalty: 672.674866
	Iteration 3F: 3 clusters Score -64387.14 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -64472.148438 Penalty: 672.674866
	Iteration 4F: 3 clusters Score -64472.15 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -64530.863281 Penalty: 672.674866
	Iteration 5F: 3 clusters Score -64530.86 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -64579.593750 Penalty: 672.674866
	Iteration 6Q: 3 clusters Score -64579.59 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -64615.062500 Penalty: 672.674866
	Iteration 7Q: 3 clusters Score -64615.06 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -64643.578125 Penalty: 672.674866
	Iteration 8Q: 3 clusters Score -64643.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -64665.378906 Penalty: 672.674866
	Iteration 9Q: 3 clusters Score -64665.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -64683.039062 Penalty: 672.674866
	Iteration 10Q: 3 clusters Score -64683.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -64698.789062 Penalty: 672.674866
	Iteration 11Q: 3 clusters Score -64698.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -64710.460938 Penalty: 672.674866
	Iteration 12Q: 3 clusters Score -64710.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -64715.789062 Penalty: 672.674866
	Iteration 13Q: 3 clusters Score -64715.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -64715.945312 Penalty: 672.674866
	Iteration 14Q: 3 clusters Score -64715.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -64716.093750 Penalty: 672.674866
	Iteration 15Q: 3 clusters Score -64716.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -64717.230469 Penalty: 672.674866
	Iteration 16Q: 3 clusters Score -64717.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -64718.832031 Penalty: 672.674866
	Iteration 17Q: 3 clusters Score -64718.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -64718.832031 Penalty: 672.674866
	Iteration 18F: 3 clusters Score -64718.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Entering Unmasked Estep 
Score: -119352.820312 Penalty: 362.652985
	Iteration 0F: 2 clusters Score -119352.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -117357.945312 Penalty: 725.305969
	Iteration 0F: 3 clusters Score -117357.9 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -118067.250000 Penalty: 725.305969
	Iteration 1F: 3 clusters Score -118067.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -118174.445312 Penalty: 725.305969
	Iteration 2F: 3 clusters Score -118174.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -118302.148438 Penalty: 725.305969
	Iteration 3F: 3 clusters Score -118302.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -118461.664062 Penalty: 725.305969
	Iteration 4F: 3 clusters Score -118461.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -118599.617188 Penalty: 725.305969
	Iteration 5F: 3 clusters Score -118599.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -118713.710938 Penalty: 725.305969
	Iteration 6F: 3 clusters Score -118713.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -118801.085938 Penalty: 725.305969
	Iteration 7Q: 3 clusters Score -118801.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -118862.148438 Penalty: 725.305969
	Iteration 8Q: 3 clusters Score -118862.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -118901.632812 Penalty: 725.305969
	Iteration 9Q: 3 clusters Score -118901.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -118926.312500 Penalty: 725.305969
	Iteration 10Q: 3 clusters Score -118926.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -118951.632812 Penalty: 725.305969
	Iteration 11Q: 3 clusters Score -118951.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -118970.679688 Penalty: 725.305969
	Iteration 12Q: 3 clusters Score -118970.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -118986.273438 Penalty: 725.305969
	Iteration 13Q: 3 clusters Score -118986.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -119010.679688 Penalty: 725.305969
	Iteration 14Q: 3 clusters Score -119010.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -119030.046875 Penalty: 725.305969
	Iteration 15Q: 3 clusters Score -119030 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -119050.054688 Penalty: 725.305969
	Iteration 16Q: 3 clusters Score -119050.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -119066.734375 Penalty: 725.305969
	Iteration 17Q: 3 clusters Score -119066.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -119078.359375 Penalty: 725.305969
	Iteration 18Q: 3 clusters Score -119078.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -119087.070312 Penalty: 725.305969
	Iteration 19Q: 3 clusters Score -119087.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -119093.859375 Penalty: 725.305969
	Iteration 20F: 3 clusters Score -119093.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -119095.906250 Penalty: 725.305969
	Iteration 21Q: 3 clusters Score -119095.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -119096.757812 Penalty: 725.305969
	Iteration 22Q: 3 clusters Score -119096.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -119097.867188 Penalty: 725.305969
	Iteration 23Q: 3 clusters Score -119097.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -119099.320312 Penalty: 725.305969
	Iteration 24Q: 3 clusters Score -119099.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -119101.835938 Penalty: 725.305969
	Iteration 25Q: 3 clusters Score -119101.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -119102.906250 Penalty: 725.305969
	Iteration 26Q: 3 clusters Score -119102.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -119103.117188 Penalty: 725.305969
	Iteration 27Q: 3 clusters Score -119103.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -119103.171875 Penalty: 725.305969
	Iteration 28Q: 3 clusters Score -119103.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -119103.500000 Penalty: 725.305969
	Iteration 29Q: 3 clusters Score -119103.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -119104.031250 Penalty: 725.305969
	Iteration 30Q: 3 clusters Score -119104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -119104.257812 Penalty: 725.305969
	Iteration 31Q: 3 clusters Score -119104.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -119104.257812 Penalty: 725.305969
	Iteration 32F: 3 clusters Score -119104.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Entering Unmasked Estep 
Score: -200539.703125 Penalty: 385.920685
	Iteration 0F: 2 clusters Score -200539.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -197308.890625 Penalty: 771.841370
	Iteration 0F: 3 clusters Score -197308.9 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -198724.562500 Penalty: 771.841370
	Iteration 1F: 3 clusters Score -198724.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -199102.984375 Penalty: 771.841370
	Iteration 2F: 3 clusters Score -199103 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -199498.156250 Penalty: 771.841370
	Iteration 3F: 3 clusters Score -199498.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -199793.406250 Penalty: 771.841370
	Iteration 4F: 3 clusters Score -199793.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -200003.109375 Penalty: 771.841370
	Iteration 5F: 3 clusters Score -200003.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -200102.921875 Penalty: 771.841370
	Iteration 6Q: 3 clusters Score -200102.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -200155.515625 Penalty: 771.841370
	Iteration 7Q: 3 clusters Score -200155.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -200189.593750 Penalty: 771.841370
	Iteration 8Q: 3 clusters Score -200189.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -200214.453125 Penalty: 771.841370
	Iteration 9Q: 3 clusters Score -200214.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -200240.906250 Penalty: 771.841370
	Iteration 10Q: 3 clusters Score -200240.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -200252.531250 Penalty: 771.841370
	Iteration 11Q: 3 clusters Score -200252.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -200259.343750 Penalty: 771.841370
	Iteration 12Q: 3 clusters Score -200259.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -200264.234375 Penalty: 771.841370
	Iteration 13Q: 3 clusters Score -200264.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -200268.000000 Penalty: 771.841370
	Iteration 14Q: 3 clusters Score -200268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -200269.859375 Penalty: 771.841370
	Iteration 15Q: 3 clusters Score -200269.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -200273.781250 Penalty: 771.841370
	Iteration 16Q: 3 clusters Score -200273.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -200278.453125 Penalty: 771.841370
	Iteration 17Q: 3 clusters Score -200278.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -200282.531250 Penalty: 771.841370
	Iteration 18Q: 3 clusters Score -200282.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -200284.906250 Penalty: 771.841370
	Iteration 19Q: 3 clusters Score -200284.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -200287.078125 Penalty: 771.841370
	Iteration 20F: 3 clusters Score -200287.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -200288.906250 Penalty: 771.841370
	Iteration 21Q: 3 clusters Score -200288.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -200290.687500 Penalty: 771.841370
	Iteration 22Q: 3 clusters Score -200290.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -200292.109375 Penalty: 771.841370
	Iteration 23Q: 3 clusters Score -200292.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -200293.875000 Penalty: 771.841370
	Iteration 24Q: 3 clusters Score -200293.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -200295.968750 Penalty: 771.841370
	Iteration 25Q: 3 clusters Score -200296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -200297.218750 Penalty: 771.841370
	Iteration 26Q: 3 clusters Score -200297.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -200299.625000 Penalty: 771.841370
	Iteration 27Q: 3 clusters Score -200299.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -200301.296875 Penalty: 771.841370
	Iteration 28Q: 3 clusters Score -200301.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -200302.500000 Penalty: 771.841370
	Iteration 29Q: 3 clusters Score -200302.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -200303.171875 Penalty: 771.841370
	Iteration 30Q: 3 clusters Score -200303.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -200304.031250 Penalty: 771.841370
	Iteration 31Q: 3 clusters Score -200304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -200305.296875 Penalty: 771.841370
	Iteration 32Q: 3 clusters Score -200305.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -200306.203125 Penalty: 771.841370
	Iteration 33Q: 3 clusters Score -200306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -200306.656250 Penalty: 771.841370
	Iteration 34Q: 3 clusters Score -200306.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -200307.875000 Penalty: 771.841370
	Iteration 35Q: 3 clusters Score -200307.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -200308.921875 Penalty: 771.841370
	Iteration 36Q: 3 clusters Score -200308.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -200309.625000 Penalty: 771.841370
	Iteration 37Q: 3 clusters Score -200309.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -200310.484375 Penalty: 771.841370
	Iteration 38Q: 3 clusters Score -200310.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -200310.484375 Penalty: 771.841370
	Iteration 39F: 3 clusters Score -200310.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Entering Unmasked Estep 
Score: -173049.546875 Penalty: 381.227203
	Iteration 0F: 2 clusters Score -173049.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -170090.281250 Penalty: 762.454407
	Iteration 0F: 3 clusters Score -170090.3 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -171251.921875 Penalty: 762.454407
	Iteration 1F: 3 clusters Score -171251.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -171359.921875 Penalty: 762.454407
	Iteration 2F: 3 clusters Score -171359.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -171451.765625 Penalty: 762.454407
	Iteration 3Q: 3 clusters Score -171451.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -171528.703125 Penalty: 762.454407
	Iteration 4Q: 3 clusters Score -171528.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -171610.500000 Penalty: 762.454407
	Iteration 5Q: 3 clusters Score -171610.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -171697.703125 Penalty: 762.454407
	Iteration 6Q: 3 clusters Score -171697.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -171815.921875 Penalty: 762.454407
	Iteration 7Q: 3 clusters Score -171815.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -171926.234375 Penalty: 762.454407
	Iteration 8Q: 3 clusters Score -171926.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -172015.562500 Penalty: 762.454407
	Iteration 9Q: 3 clusters Score -172015.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -172096.265625 Penalty: 762.454407
	Iteration 10Q: 3 clusters Score -172096.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -172161.515625 Penalty: 762.454407
	Iteration 11Q: 3 clusters Score -172161.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -172206.140625 Penalty: 762.454407
	Iteration 12Q: 3 clusters Score -172206.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -172243.312500 Penalty: 762.454407
	Iteration 13Q: 3 clusters Score -172243.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -172272.390625 Penalty: 762.454407
	Iteration 14Q: 3 clusters Score -172272.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -172295.000000 Penalty: 762.454407
	Iteration 15Q: 3 clusters Score -172295 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -172319.703125 Penalty: 762.454407
	Iteration 16Q: 3 clusters Score -172319.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -172343.140625 Penalty: 762.454407
	Iteration 17Q: 3 clusters Score -172343.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -172363.406250 Penalty: 762.454407
	Iteration 18Q: 3 clusters Score -172363.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -172384.968750 Penalty: 762.454407
	Iteration 19Q: 3 clusters Score -172385 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -172409.453125 Penalty: 762.454407
	Iteration 20F: 3 clusters Score -172409.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -172444.484375 Penalty: 762.454407
	Iteration 21Q: 3 clusters Score -172444.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -172485.453125 Penalty: 762.454407
	Iteration 22Q: 3 clusters Score -172485.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -172523.765625 Penalty: 762.454407
	Iteration 23Q: 3 clusters Score -172523.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -172553.953125 Penalty: 762.454407
	Iteration 24Q: 3 clusters Score -172554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -172582.062500 Penalty: 762.454407
	Iteration 25Q: 3 clusters Score -172582.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -172606.937500 Penalty: 762.454407
	Iteration 26Q: 3 clusters Score -172606.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -172625.156250 Penalty: 762.454407
	Iteration 27Q: 3 clusters Score -172625.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -172635.671875 Penalty: 762.454407
	Iteration 28Q: 3 clusters Score -172635.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -172645.968750 Penalty: 762.454407
	Iteration 29Q: 3 clusters Score -172646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -172653.515625 Penalty: 762.454407
	Iteration 30Q: 3 clusters Score -172653.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -172656.250000 Penalty: 762.454407
	Iteration 31Q: 3 clusters Score -172656.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -172659.640625 Penalty: 762.454407
	Iteration 32Q: 3 clusters Score -172659.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -172662.500000 Penalty: 762.454407
	Iteration 33Q: 3 clusters Score -172662.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -172671.296875 Penalty: 762.454407
	Iteration 34Q: 3 clusters Score -172671.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -172676.312500 Penalty: 762.454407
	Iteration 35Q: 3 clusters Score -172676.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -172684.562500 Penalty: 762.454407
	Iteration 36Q: 3 clusters Score -172684.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -172690.750000 Penalty: 762.454407
	Iteration 37Q: 3 clusters Score -172690.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -172691.625000 Penalty: 762.454407
	Iteration 38Q: 3 clusters Score -172691.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -172693.687500 Penalty: 762.454407
	Iteration 39Q: 3 clusters Score -172693.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -172695.140625 Penalty: 762.454407
	Iteration 40F: 3 clusters Score -172695.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -172698.937500 Penalty: 762.454407
	Iteration 41Q: 3 clusters Score -172698.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -172701.484375 Penalty: 762.454407
	Iteration 42Q: 3 clusters Score -172701.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -172703.312500 Penalty: 762.454407
	Iteration 43Q: 3 clusters Score -172703.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -172704.921875 Penalty: 762.454407
	Iteration 44Q: 3 clusters Score -172704.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -172705.859375 Penalty: 762.454407
	Iteration 45Q: 3 clusters Score -172705.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -172706.000000 Penalty: 762.454407
	Iteration 46Q: 3 clusters Score -172706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -172706.781250 Penalty: 762.454407
	Iteration 47Q: 3 clusters Score -172706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -172707.281250 Penalty: 762.454407
	Iteration 48Q: 3 clusters Score -172707.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -172707.671875 Penalty: 762.454407
	Iteration 49Q: 3 clusters Score -172707.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -172707.812500 Penalty: 762.454407
	Iteration 50Q: 3 clusters Score -172707.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -172708.093750 Penalty: 762.454407
	Iteration 51Q: 3 clusters Score -172708.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -172708.093750 Penalty: 762.454407
	Iteration 52F: 3 clusters Score -172708.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Entering Unmasked Estep 
Score: -64714.250000 Penalty: 342.121307
	Iteration 0F: 2 clusters Score -64714.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -63376.140625 Penalty: 684.242615
	Iteration 0F: 3 clusters Score -63376.14 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -63830.015625 Penalty: 684.242615
	Iteration 1F: 3 clusters Score -63830.02 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -63952.160156 Penalty: 684.242615
	Iteration 2F: 3 clusters Score -63952.16 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -64061.750000 Penalty: 684.242615
	Iteration 3F: 3 clusters Score -64061.75 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -64169.710938 Penalty: 684.242615
	Iteration 4F: 3 clusters Score -64169.71 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -64262.324219 Penalty: 684.242615
	Iteration 5F: 3 clusters Score -64262.32 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -64336.085938 Penalty: 684.242615
	Iteration 6Q: 3 clusters Score -64336.09 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -64396.484375 Penalty: 684.242615
	Iteration 7Q: 3 clusters Score -64396.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -64422.121094 Penalty: 684.242615
	Iteration 8Q: 3 clusters Score -64422.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -64431.351562 Penalty: 684.242615
	Iteration 9Q: 3 clusters Score -64431.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -64435.343750 Penalty: 684.242615
	Iteration 10Q: 3 clusters Score -64435.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -64438.535156 Penalty: 684.242615
	Iteration 11Q: 3 clusters Score -64438.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -64443.410156 Penalty: 684.242615
	Iteration 12Q: 3 clusters Score -64443.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -64449.769531 Penalty: 684.242615
	Iteration 13Q: 3 clusters Score -64449.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -64451.925781 Penalty: 684.242615
	Iteration 14Q: 3 clusters Score -64451.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -64453.406250 Penalty: 684.242615
	Iteration 15Q: 3 clusters Score -64453.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -64454.457031 Penalty: 684.242615
	Iteration 16Q: 3 clusters Score -64454.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -64454.843750 Penalty: 684.242615
	Iteration 17Q: 3 clusters Score -64454.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -64455.480469 Penalty: 684.242615
	Iteration 18Q: 3 clusters Score -64455.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -64455.652344 Penalty: 684.242615
	Iteration 19Q: 3 clusters Score -64455.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -64455.929688 Penalty: 684.242615
	Iteration 20F: 3 clusters Score -64455.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -36108.457031 Penalty: 315.780121
	Iteration 0F: 2 clusters Score -36108.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -35266.527344 Penalty: 631.560242
	Iteration 0F: 3 clusters Score -35266.53 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -35567.835938 Penalty: 631.560242
	Iteration 1F: 3 clusters Score -35567.84 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -35650.734375 Penalty: 631.560242
	Iteration 2F: 3 clusters Score -35650.73 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -35733.882812 Penalty: 631.560242
	Iteration 3F: 3 clusters Score -35733.88 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -35791.472656 Penalty: 631.560242
	Iteration 4F: 3 clusters Score -35791.47 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -35832.003906 Penalty: 631.560242
	Iteration 5Q: 3 clusters Score -35832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -35846.226562 Penalty: 631.560242
	Iteration 6Q: 3 clusters Score -35846.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -35856.972656 Penalty: 631.560242
	Iteration 7Q: 3 clusters Score -35856.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -35867.656250 Penalty: 631.560242
	Iteration 8Q: 3 clusters Score -35867.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -35882.808594 Penalty: 631.560242
	Iteration 9Q: 3 clusters Score -35882.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -35904.136719 Penalty: 631.560242
	Iteration 10Q: 3 clusters Score -35904.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -35933.250000 Penalty: 631.560242
	Iteration 11Q: 3 clusters Score -35933.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -35944.601562 Penalty: 631.560242
	Iteration 12Q: 3 clusters Score -35944.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -35947.714844 Penalty: 631.560242
	Iteration 13Q: 3 clusters Score -35947.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -35951.945312 Penalty: 631.560242
	Iteration 14Q: 3 clusters Score -35951.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -35958.554688 Penalty: 631.560242
	Iteration 15Q: 3 clusters Score -35958.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -35962.828125 Penalty: 631.560242
	Iteration 16Q: 3 clusters Score -35962.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -35965.976562 Penalty: 631.560242
	Iteration 17Q: 3 clusters Score -35965.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -35966.632812 Penalty: 631.560242
	Iteration 18Q: 3 clusters Score -35966.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -35966.781250 Penalty: 631.560242
	Iteration 19Q: 3 clusters Score -35966.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -35966.781250 Penalty: 631.560242
	Iteration 20F: 3 clusters Score -35966.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -17114.310547 Penalty: 279.755310
	Iteration 0F: 2 clusters Score -17114.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16648.992188 Penalty: 559.510620
	Iteration 0F: 3 clusters Score -16648.99 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16743.216797 Penalty: 559.510620
	Iteration 1F: 3 clusters Score -16743.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16766.710938 Penalty: 559.510620
	Iteration 2F: 3 clusters Score -16766.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16777.902344 Penalty: 559.510620
	Iteration 3Q: 3 clusters Score -16777.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -16787.375000 Penalty: 559.510620
	Iteration 4Q: 3 clusters Score -16787.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -16792.314453 Penalty: 559.510620
	Iteration 5Q: 3 clusters Score -16792.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16794.271484 Penalty: 559.510620
	Iteration 6Q: 3 clusters Score -16794.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -16794.732422 Penalty: 559.510620
	Iteration 7Q: 3 clusters Score -16794.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -16795.583984 Penalty: 559.510620
	Iteration 8Q: 3 clusters Score -16795.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -16795.771484 Penalty: 559.510620
	Iteration 9Q: 3 clusters Score -16795.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16795.906250 Penalty: 559.510620
	Iteration 10Q: 3 clusters Score -16795.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16795.906250 Penalty: 559.510620
	Iteration 11F: 3 clusters Score -16795.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Entering Unmasked Estep 
Score: -39353.675781 Penalty: 317.888763
	Iteration 0F: 2 clusters Score -39353.68 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 521 members 
Entering Unmasked Estep 
Score: -38505.707031 Penalty: 635.777527
	Iteration 0F: 3 clusters Score -38505.71 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -38834.734375 Penalty: 635.777527
	Iteration 1F: 3 clusters Score -38834.73 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -38903.218750 Penalty: 635.777527
	Iteration 2F: 3 clusters Score -38903.22 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -38937.773438 Penalty: 635.777527
	Iteration 3F: 3 clusters Score -38937.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -38973.117188 Penalty: 635.777527
	Iteration 4Q: 3 clusters Score -38973.12 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -39009.445312 Penalty: 635.777527
	Iteration 5Q: 3 clusters Score -39009.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -39034.125000 Penalty: 635.777527
	Iteration 6Q: 3 clusters Score -39034.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -39062.273438 Penalty: 635.777527
	Iteration 7Q: 3 clusters Score -39062.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -39080.656250 Penalty: 635.777527
	Iteration 8Q: 3 clusters Score -39080.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -39096.437500 Penalty: 635.777527
	Iteration 9Q: 3 clusters Score -39096.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -39117.328125 Penalty: 635.777527
	Iteration 10Q: 3 clusters Score -39117.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -39128.910156 Penalty: 635.777527
	Iteration 11Q: 3 clusters Score -39128.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -39140.597656 Penalty: 635.777527
	Iteration 12Q: 3 clusters Score -39140.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -39150.773438 Penalty: 635.777527
	Iteration 13Q: 3 clusters Score -39150.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -39157.898438 Penalty: 635.777527
	Iteration 14Q: 3 clusters Score -39157.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -39162.925781 Penalty: 635.777527
	Iteration 15Q: 3 clusters Score -39162.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -39165.074219 Penalty: 635.777527
	Iteration 16Q: 3 clusters Score -39165.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -39165.746094 Penalty: 635.777527
	Iteration 17Q: 3 clusters Score -39165.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -39166.734375 Penalty: 635.777527
	Iteration 18Q: 3 clusters Score -39166.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -39167.679688 Penalty: 635.777527
	Iteration 19Q: 3 clusters Score -39167.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -39169.027344 Penalty: 635.777527
	Iteration 20F: 3 clusters Score -39169.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -39169.554688 Penalty: 635.777527
	Iteration 21Q: 3 clusters Score -39169.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -39170.203125 Penalty: 635.777527
	Iteration 22Q: 3 clusters Score -39170.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -39171.367188 Penalty: 635.777527
	Iteration 23Q: 3 clusters Score -39171.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -39173.203125 Penalty: 635.777527
	Iteration 24Q: 3 clusters Score -39173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -39173.257812 Penalty: 635.777527
	Iteration 25Q: 3 clusters Score -39173.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -39173.257812 Penalty: 635.777527
	Iteration 26F: 3 clusters Score -39173.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Entering Unmasked Estep 
Score: -140649.187500 Penalty: 369.729675
	Iteration 0F: 2 clusters Score -140649.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -138317.578125 Penalty: 739.459351
	Iteration 0F: 3 clusters Score -138317.6 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -139197.687500 Penalty: 739.459351
	Iteration 1F: 3 clusters Score -139197.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -139326.734375 Penalty: 739.459351
	Iteration 2F: 3 clusters Score -139326.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -139442.703125 Penalty: 739.459351
	Iteration 3F: 3 clusters Score -139442.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -139536.609375 Penalty: 739.459351
	Iteration 4F: 3 clusters Score -139536.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -139610.078125 Penalty: 739.459351
	Iteration 5Q: 3 clusters Score -139610.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -139680.843750 Penalty: 739.459351
	Iteration 6Q: 3 clusters Score -139680.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -139761.593750 Penalty: 739.459351
	Iteration 7Q: 3 clusters Score -139761.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -139870.093750 Penalty: 739.459351
	Iteration 8Q: 3 clusters Score -139870.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -139974.796875 Penalty: 739.459351
	Iteration 9Q: 3 clusters Score -139974.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -140039.234375 Penalty: 739.459351
	Iteration 10Q: 3 clusters Score -140039.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -140090.140625 Penalty: 739.459351
	Iteration 11Q: 3 clusters Score -140090.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -140121.921875 Penalty: 739.459351
	Iteration 12Q: 3 clusters Score -140121.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -140143.437500 Penalty: 739.459351
	Iteration 13Q: 3 clusters Score -140143.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -140156.421875 Penalty: 739.459351
	Iteration 14Q: 3 clusters Score -140156.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -140169.203125 Penalty: 739.459351
	Iteration 15Q: 3 clusters Score -140169.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -140179.906250 Penalty: 739.459351
	Iteration 16Q: 3 clusters Score -140179.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -140189.734375 Penalty: 739.459351
	Iteration 17Q: 3 clusters Score -140189.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -140200.125000 Penalty: 739.459351
	Iteration 18Q: 3 clusters Score -140200.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -140211.375000 Penalty: 739.459351
	Iteration 19Q: 3 clusters Score -140211.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -140220.062500 Penalty: 739.459351
	Iteration 20F: 3 clusters Score -140220.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -140227.578125 Penalty: 739.459351
	Iteration 21Q: 3 clusters Score -140227.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -140232.718750 Penalty: 739.459351
	Iteration 22Q: 3 clusters Score -140232.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -140236.171875 Penalty: 739.459351
	Iteration 23Q: 3 clusters Score -140236.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -140238.953125 Penalty: 739.459351
	Iteration 24Q: 3 clusters Score -140239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -140240.484375 Penalty: 739.459351
	Iteration 25Q: 3 clusters Score -140240.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -140246.078125 Penalty: 739.459351
	Iteration 26Q: 3 clusters Score -140246.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -140253.546875 Penalty: 739.459351
	Iteration 27Q: 3 clusters Score -140253.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -140262.843750 Penalty: 739.459351
	Iteration 28Q: 3 clusters Score -140262.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -140269.328125 Penalty: 739.459351
	Iteration 29Q: 3 clusters Score -140269.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -140272.937500 Penalty: 739.459351
	Iteration 30Q: 3 clusters Score -140272.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -140277.046875 Penalty: 739.459351
	Iteration 31Q: 3 clusters Score -140277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -140282.671875 Penalty: 739.459351
	Iteration 32Q: 3 clusters Score -140282.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -140287.015625 Penalty: 739.459351
	Iteration 33Q: 3 clusters Score -140287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -140287.937500 Penalty: 739.459351
	Iteration 34Q: 3 clusters Score -140287.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -140288.531250 Penalty: 739.459351
	Iteration 35Q: 3 clusters Score -140288.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -140288.656250 Penalty: 739.459351
	Iteration 36Q: 3 clusters Score -140288.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -140288.656250 Penalty: 739.459351
	Iteration 37F: 3 clusters Score -140288.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Entering Unmasked Estep 
Score: -507253.687500 Penalty: 431.126923
	Iteration 0F: 2 clusters Score -507253.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -498564.968750 Penalty: 862.253845
	Iteration 0F: 3 clusters Score -498565 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -502056.531250 Penalty: 862.253845
	Iteration 1F: 3 clusters Score -502056.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -502219.843750 Penalty: 862.253845
	Iteration 2Q: 3 clusters Score -502219.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -502424.593750 Penalty: 862.253845
	Iteration 3Q: 3 clusters Score -502424.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -502746.218750 Penalty: 862.253845
	Iteration 4Q: 3 clusters Score -502746.2 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -503244.718750 Penalty: 862.253845
	Iteration 5F: 3 clusters Score -503244.7 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -503875.531250 Penalty: 862.253845
	Iteration 6F: 3 clusters Score -503875.5 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -504405.250000 Penalty: 862.253845
	Iteration 7F: 3 clusters Score -504405.2 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -504730.875000 Penalty: 862.253845
	Iteration 8F: 3 clusters Score -504730.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -504874.031250 Penalty: 862.253845
	Iteration 9Q: 3 clusters Score -504874 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -504949.468750 Penalty: 862.253845
	Iteration 10Q: 3 clusters Score -504949.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -504999.093750 Penalty: 862.253845
	Iteration 11Q: 3 clusters Score -504999.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -505048.031250 Penalty: 862.253845
	Iteration 12Q: 3 clusters Score -505048 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -505103.781250 Penalty: 862.253845
	Iteration 13Q: 3 clusters Score -505103.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -505157.968750 Penalty: 862.253845
	Iteration 14Q: 3 clusters Score -505158 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -505215.781250 Penalty: 862.253845
	Iteration 15Q: 3 clusters Score -505215.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -505271.187500 Penalty: 862.253845
	Iteration 16Q: 3 clusters Score -505271.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -505328.125000 Penalty: 862.253845
	Iteration 17Q: 3 clusters Score -505328.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -505392.593750 Penalty: 862.253845
	Iteration 18Q: 3 clusters Score -505392.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -505461.562500 Penalty: 862.253845
	Iteration 19Q: 3 clusters Score -505461.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -505533.468750 Penalty: 862.253845
	Iteration 20F: 3 clusters Score -505533.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -505604.500000 Penalty: 862.253845
	Iteration 21Q: 3 clusters Score -505604.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -505692.718750 Penalty: 862.253845
	Iteration 22Q: 3 clusters Score -505692.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -505796.125000 Penalty: 862.253845
	Iteration 23Q: 3 clusters Score -505796.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -505911.593750 Penalty: 862.253845
	Iteration 24Q: 3 clusters Score -505911.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -506039.812500 Penalty: 862.253845
	Iteration 25Q: 3 clusters Score -506039.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -506163.562500 Penalty: 862.253845
	Iteration 26Q: 3 clusters Score -506163.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -506273.031250 Penalty: 862.253845
	Iteration 27Q: 3 clusters Score -506273 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -506375.468750 Penalty: 862.253845
	Iteration 28Q: 3 clusters Score -506375.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -506457.437500 Penalty: 862.253845
	Iteration 29Q: 3 clusters Score -506457.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -506525.281250 Penalty: 862.253845
	Iteration 30Q: 3 clusters Score -506525.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -506586.187500 Penalty: 862.253845
	Iteration 31Q: 3 clusters Score -506586.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -506641.500000 Penalty: 862.253845
	Iteration 32Q: 3 clusters Score -506641.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -506696.343750 Penalty: 862.253845
	Iteration 33Q: 3 clusters Score -506696.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -506740.500000 Penalty: 862.253845
	Iteration 34Q: 3 clusters Score -506740.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -506766.062500 Penalty: 862.253845
	Iteration 35Q: 3 clusters Score -506766.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -506778.687500 Penalty: 862.253845
	Iteration 36Q: 3 clusters Score -506778.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -506790.781250 Penalty: 862.253845
	Iteration 37Q: 3 clusters Score -506790.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -506803.125000 Penalty: 862.253845
	Iteration 38Q: 3 clusters Score -506803.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -506822.500000 Penalty: 862.253845
	Iteration 39Q: 3 clusters Score -506822.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -506836.625000 Penalty: 862.253845
	Iteration 40F: 3 clusters Score -506836.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -506848.593750 Penalty: 862.253845
	Iteration 41Q: 3 clusters Score -506848.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -506856.281250 Penalty: 862.253845
	Iteration 42Q: 3 clusters Score -506856.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -506861.281250 Penalty: 862.253845
	Iteration 43Q: 3 clusters Score -506861.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -506865.843750 Penalty: 862.253845
	Iteration 44Q: 3 clusters Score -506865.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -506868.593750 Penalty: 862.253845
	Iteration 45Q: 3 clusters Score -506868.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -506871.062500 Penalty: 862.253845
	Iteration 46Q: 3 clusters Score -506871.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -506872.375000 Penalty: 862.253845
	Iteration 47Q: 3 clusters Score -506872.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -506875.593750 Penalty: 862.253845
	Iteration 48Q: 3 clusters Score -506875.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -506878.406250 Penalty: 862.253845
	Iteration 49Q: 3 clusters Score -506878.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -506881.656250 Penalty: 862.253845
	Iteration 50Q: 3 clusters Score -506881.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -506885.062500 Penalty: 862.253845
	Iteration 51Q: 3 clusters Score -506885.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -506887.437500 Penalty: 862.253845
	Iteration 52Q: 3 clusters Score -506887.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -506891.125000 Penalty: 862.253845
	Iteration 53Q: 3 clusters Score -506891.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -506893.843750 Penalty: 862.253845
	Iteration 54Q: 3 clusters Score -506893.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -506897.656250 Penalty: 862.253845
	Iteration 55Q: 3 clusters Score -506897.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -506902.812500 Penalty: 862.253845
	Iteration 56Q: 3 clusters Score -506902.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -506906.531250 Penalty: 862.253845
	Iteration 57Q: 3 clusters Score -506906.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -506909.468750 Penalty: 862.253845
	Iteration 58Q: 3 clusters Score -506909.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -506912.250000 Penalty: 862.253845
	Iteration 59Q: 3 clusters Score -506912.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -506912.375000 Penalty: 862.253845
	Iteration 60F: 3 clusters Score -506912.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -506913.125000 Penalty: 862.253845
	Iteration 61Q: 3 clusters Score -506913.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -506916.343750 Penalty: 862.253845
	Iteration 62Q: 3 clusters Score -506916.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -506919.875000 Penalty: 862.253845
	Iteration 63Q: 3 clusters Score -506919.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -506920.718750 Penalty: 862.253845
	Iteration 64Q: 3 clusters Score -506920.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -506922.656250 Penalty: 862.253845
	Iteration 65Q: 3 clusters Score -506922.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -506925.812500 Penalty: 862.253845
	Iteration 66Q: 3 clusters Score -506925.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -506930.406250 Penalty: 862.253845
	Iteration 67Q: 3 clusters Score -506930.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -506938.906250 Penalty: 862.253845
	Iteration 68Q: 3 clusters Score -506938.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -506944.000000 Penalty: 862.253845
	Iteration 69Q: 3 clusters Score -506944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -506947.406250 Penalty: 862.253845
	Iteration 70Q: 3 clusters Score -506947.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -506949.281250 Penalty: 862.253845
	Iteration 71Q: 3 clusters Score -506949.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -506951.187500 Penalty: 862.253845
	Iteration 72Q: 3 clusters Score -506951.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -506952.156250 Penalty: 862.253845
	Iteration 73Q: 3 clusters Score -506952.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -506952.656250 Penalty: 862.253845
	Iteration 74Q: 3 clusters Score -506952.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -506954.218750 Penalty: 862.253845
	Iteration 75Q: 3 clusters Score -506954.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -506955.312500 Penalty: 862.253845
	Iteration 76Q: 3 clusters Score -506955.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -506956.750000 Penalty: 862.253845
	Iteration 77Q: 3 clusters Score -506956.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -506957.406250 Penalty: 862.253845
	Iteration 78Q: 3 clusters Score -506957.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -506958.656250 Penalty: 862.253845
	Iteration 79Q: 3 clusters Score -506958.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -506958.718750 Penalty: 862.253845
	Iteration 80F: 3 clusters Score -506958.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -506959.406250 Penalty: 862.253845
	Iteration 81Q: 3 clusters Score -506959.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -506960.093750 Penalty: 862.253845
	Iteration 82Q: 3 clusters Score -506960.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -506960.281250 Penalty: 862.253845
	Iteration 83Q: 3 clusters Score -506960.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -506960.562500 Penalty: 862.253845
	Iteration 84Q: 3 clusters Score -506960.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -506959.906250 Penalty: 862.253845
	Iteration 85Q: 3 clusters Score -506959.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -506960.843750 Penalty: 862.253845
	Iteration 86Q: 3 clusters Score -506960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -506961.093750 Penalty: 862.253845
	Iteration 87Q: 3 clusters Score -506961.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -506962.000000 Penalty: 862.253845
	Iteration 88Q: 3 clusters Score -506962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -506962.000000 Penalty: 862.253845
	Iteration 89F: 3 clusters Score -506962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -9869.366211 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -9869.366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9525.938477 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -9525.938 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9630.111328 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -9630.111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9672.813477 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -9672.813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9687.259766 Penalty: 515.329407
	Iteration 3Q: 3 clusters Score -9687.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9710.377930 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -9710.378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9729.448242 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -9729.448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9741.905273 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -9741.905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9763.688477 Penalty: 515.329407
	Iteration 7Q: 3 clusters Score -9763.688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9775.008789 Penalty: 515.329407
	Iteration 8Q: 3 clusters Score -9775.009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9779.118164 Penalty: 515.329407
	Iteration 9Q: 3 clusters Score -9779.118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9779.761719 Penalty: 515.329407
	Iteration 10Q: 3 clusters Score -9779.762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9779.761719 Penalty: 515.329407
	Iteration 11F: 3 clusters Score -9779.762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -9273.972656 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -9273.973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8930.666016 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -8930.666 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9030.035156 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -9030.035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9060.528320 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -9060.528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9068.486328 Penalty: 505.671356
	Iteration 3Q: 3 clusters Score -9068.486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9071.427734 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -9071.428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9071.427734 Penalty: 505.671356
	Iteration 5F: 3 clusters Score -9071.428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Entering Unmasked Estep 
Score: -56442.339844 Penalty: 334.884735
	Iteration 0F: 2 clusters Score -56442.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -55306.871094 Penalty: 669.769470
	Iteration 0F: 3 clusters Score -55306.87 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -55659.398438 Penalty: 669.769470
	Iteration 1F: 3 clusters Score -55659.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -55719.617188 Penalty: 669.769470
	Iteration 2F: 3 clusters Score -55719.62 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -55765.121094 Penalty: 669.769470
	Iteration 3Q: 3 clusters Score -55765.12 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -55811.035156 Penalty: 669.769470
	Iteration 4F: 3 clusters Score -55811.04 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -55851.820312 Penalty: 669.769470
	Iteration 5Q: 3 clusters Score -55851.82 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -55901.875000 Penalty: 669.769470
	Iteration 6Q: 3 clusters Score -55901.88 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -55956.886719 Penalty: 669.769470
	Iteration 7Q: 3 clusters Score -55956.89 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -55999.085938 Penalty: 669.769470
	Iteration 8Q: 3 clusters Score -55999.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -56030.593750 Penalty: 669.769470
	Iteration 9Q: 3 clusters Score -56030.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -56055.371094 Penalty: 669.769470
	Iteration 10Q: 3 clusters Score -56055.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -56078.378906 Penalty: 669.769470
	Iteration 11Q: 3 clusters Score -56078.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -56098.671875 Penalty: 669.769470
	Iteration 12Q: 3 clusters Score -56098.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -56121.617188 Penalty: 669.769470
	Iteration 13Q: 3 clusters Score -56121.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -56146.343750 Penalty: 669.769470
	Iteration 14Q: 3 clusters Score -56146.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -56178.492188 Penalty: 669.769470
	Iteration 15Q: 3 clusters Score -56178.49 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -56218.191406 Penalty: 669.769470
	Iteration 16Q: 3 clusters Score -56218.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -56240.078125 Penalty: 669.769470
	Iteration 17Q: 3 clusters Score -56240.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -56255.226562 Penalty: 669.769470
	Iteration 18Q: 3 clusters Score -56255.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -56266.535156 Penalty: 669.769470
	Iteration 19Q: 3 clusters Score -56266.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -56282.085938 Penalty: 669.769470
	Iteration 20F: 3 clusters Score -56282.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -56298.339844 Penalty: 669.769470
	Iteration 21Q: 3 clusters Score -56298.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -56317.316406 Penalty: 669.769470
	Iteration 22Q: 3 clusters Score -56317.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -56337.878906 Penalty: 669.769470
	Iteration 23Q: 3 clusters Score -56337.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -56353.156250 Penalty: 669.769470
	Iteration 24Q: 3 clusters Score -56353.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -56369.855469 Penalty: 669.769470
	Iteration 25Q: 3 clusters Score -56369.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -56383.984375 Penalty: 669.769470
	Iteration 26Q: 3 clusters Score -56383.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -56392.832031 Penalty: 669.769470
	Iteration 27Q: 3 clusters Score -56392.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -56398.019531 Penalty: 669.769470
	Iteration 28Q: 3 clusters Score -56398.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -56400.554688 Penalty: 669.769470
	Iteration 29Q: 3 clusters Score -56400.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -56401.843750 Penalty: 669.769470
	Iteration 30Q: 3 clusters Score -56401.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -56403.457031 Penalty: 669.769470
	Iteration 31Q: 3 clusters Score -56403.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -56406.300781 Penalty: 669.769470
	Iteration 32Q: 3 clusters Score -56406.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -56408.531250 Penalty: 669.769470
	Iteration 33Q: 3 clusters Score -56408.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -56411.308594 Penalty: 669.769470
	Iteration 34Q: 3 clusters Score -56411.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -56414.277344 Penalty: 669.769470
	Iteration 35Q: 3 clusters Score -56414.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -56417.250000 Penalty: 669.769470
	Iteration 36Q: 3 clusters Score -56417.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -56422.234375 Penalty: 669.769470
	Iteration 37Q: 3 clusters Score -56422.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -56427.769531 Penalty: 669.769470
	Iteration 38Q: 3 clusters Score -56427.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -56432.453125 Penalty: 669.769470
	Iteration 39Q: 3 clusters Score -56432.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -56436.320312 Penalty: 669.769470
	Iteration 40F: 3 clusters Score -56436.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -56438.503906 Penalty: 669.769470
	Iteration 41Q: 3 clusters Score -56438.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -56441.140625 Penalty: 669.769470
	Iteration 42Q: 3 clusters Score -56441.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -56441.238281 Penalty: 669.769470
	Iteration 43Q: 3 clusters Score -56441.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -56441.238281 Penalty: 669.769470
	Iteration 44F: 3 clusters Score -56441.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -21832.175781 Penalty: 294.911743
	Iteration 0F: 2 clusters Score -21832.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -21283.886719 Penalty: 589.823486
	Iteration 0F: 3 clusters Score -21283.89 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21498.441406 Penalty: 589.823486
	Iteration 1F: 3 clusters Score -21498.44 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21595.359375 Penalty: 589.823486
	Iteration 2F: 3 clusters Score -21595.36 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21660.179688 Penalty: 589.823486
	Iteration 3F: 3 clusters Score -21660.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21720.298828 Penalty: 589.823486
	Iteration 4F: 3 clusters Score -21720.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21741.783203 Penalty: 589.823486
	Iteration 5Q: 3 clusters Score -21741.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -21749.449219 Penalty: 589.823486
	Iteration 6Q: 3 clusters Score -21749.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -21760.873047 Penalty: 589.823486
	Iteration 7Q: 3 clusters Score -21760.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -21772.671875 Penalty: 589.823486
	Iteration 8Q: 3 clusters Score -21772.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -21778.101562 Penalty: 589.823486
	Iteration 9Q: 3 clusters Score -21778.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -21786.609375 Penalty: 589.823486
	Iteration 10Q: 3 clusters Score -21786.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -21792.417969 Penalty: 589.823486
	Iteration 11Q: 3 clusters Score -21792.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -21793.080078 Penalty: 589.823486
	Iteration 12Q: 3 clusters Score -21793.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -21793.080078 Penalty: 589.823486
	Iteration 13F: 3 clusters Score -21793.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Entering Unmasked Estep 
Score: -65282.886719 Penalty: 337.962097
	Iteration 0F: 2 clusters Score -65282.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -64044.792969 Penalty: 675.924194
	Iteration 0F: 3 clusters Score -64044.79 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -64474.976562 Penalty: 675.924194
	Iteration 1F: 3 clusters Score -64474.98 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -64589.687500 Penalty: 675.924194
	Iteration 2F: 3 clusters Score -64589.69 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -64758.062500 Penalty: 675.924194
	Iteration 3F: 3 clusters Score -64758.06 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -64912.789062 Penalty: 675.924194
	Iteration 4F: 3 clusters Score -64912.79 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -65020.156250 Penalty: 675.924194
	Iteration 5F: 3 clusters Score -65020.16 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -65092.570312 Penalty: 675.924194
	Iteration 6Q: 3 clusters Score -65092.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -65125.425781 Penalty: 675.924194
	Iteration 7Q: 3 clusters Score -65125.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -65143.886719 Penalty: 675.924194
	Iteration 8Q: 3 clusters Score -65143.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -65149.687500 Penalty: 675.924194
	Iteration 9Q: 3 clusters Score -65149.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -65152.597656 Penalty: 675.924194
	Iteration 10Q: 3 clusters Score -65152.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -65155.691406 Penalty: 675.924194
	Iteration 11Q: 3 clusters Score -65155.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -65157.015625 Penalty: 675.924194
	Iteration 12Q: 3 clusters Score -65157.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -65157.230469 Penalty: 675.924194
	Iteration 13Q: 3 clusters Score -65157.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -65157.312500 Penalty: 675.924194
	Iteration 14Q: 3 clusters Score -65157.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -65157.906250 Penalty: 675.924194
	Iteration 15Q: 3 clusters Score -65157.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -65158.058594 Penalty: 675.924194
	Iteration 16Q: 3 clusters Score -65158.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -65158.058594 Penalty: 675.924194
	Iteration 17F: 3 clusters Score -65158.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -54756.281250 Penalty: 328.659943
	Iteration 0F: 2 clusters Score -54756.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -53705.140625 Penalty: 657.319885
	Iteration 0F: 3 clusters Score -53705.14 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -54022.242188 Penalty: 657.319885
	Iteration 1F: 3 clusters Score -54022.24 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -54073.167969 Penalty: 657.319885
	Iteration 2F: 3 clusters Score -54073.17 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -54122.300781 Penalty: 657.319885
	Iteration 3F: 3 clusters Score -54122.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -54166.937500 Penalty: 657.319885
	Iteration 4Q: 3 clusters Score -54166.94 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -54194.878906 Penalty: 657.319885
	Iteration 5Q: 3 clusters Score -54194.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -54214.789062 Penalty: 657.319885
	Iteration 6Q: 3 clusters Score -54214.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -54238.531250 Penalty: 657.319885
	Iteration 7Q: 3 clusters Score -54238.53 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -54264.523438 Penalty: 657.319885
	Iteration 8Q: 3 clusters Score -54264.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -54284.332031 Penalty: 657.319885
	Iteration 9Q: 3 clusters Score -54284.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -54299.843750 Penalty: 657.319885
	Iteration 10Q: 3 clusters Score -54299.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -54305.808594 Penalty: 657.319885
	Iteration 11Q: 3 clusters Score -54305.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -54307.390625 Penalty: 657.319885
	Iteration 12Q: 3 clusters Score -54307.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -54308.371094 Penalty: 657.319885
	Iteration 13Q: 3 clusters Score -54308.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -54309.523438 Penalty: 657.319885
	Iteration 14Q: 3 clusters Score -54309.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -54311.980469 Penalty: 657.319885
	Iteration 15Q: 3 clusters Score -54311.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -54313.656250 Penalty: 657.319885
	Iteration 16Q: 3 clusters Score -54313.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -54314.777344 Penalty: 657.319885
	Iteration 17Q: 3 clusters Score -54314.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -54315.449219 Penalty: 657.319885
	Iteration 18Q: 3 clusters Score -54315.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -54316.273438 Penalty: 657.319885
	Iteration 19Q: 3 clusters Score -54316.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -54316.511719 Penalty: 657.319885
	Iteration 20F: 3 clusters Score -54316.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -54316.710938 Penalty: 657.319885
	Iteration 21Q: 3 clusters Score -54316.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -54316.863281 Penalty: 657.319885
	Iteration 22Q: 3 clusters Score -54316.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -54317.000000 Penalty: 657.319885
	Iteration 23Q: 3 clusters Score -54317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -54317.468750 Penalty: 657.319885
	Iteration 24Q: 3 clusters Score -54317.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -54317.468750 Penalty: 657.319885
	Iteration 25F: 3 clusters Score -54317.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Entering Unmasked Estep 
Score: -88331.960938 Penalty: 348.082672
	Iteration 0F: 2 clusters Score -88331.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -86883.304688 Penalty: 696.165344
	Iteration 0F: 3 clusters Score -86883.3 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -87323.343750 Penalty: 696.165344
	Iteration 1F: 3 clusters Score -87323.34 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -87367.460938 Penalty: 696.165344
	Iteration 2F: 3 clusters Score -87367.46 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -87402.312500 Penalty: 696.165344
	Iteration 3Q: 3 clusters Score -87402.31 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -87439.312500 Penalty: 696.165344
	Iteration 4Q: 3 clusters Score -87439.31 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -87470.328125 Penalty: 696.165344
	Iteration 5Q: 3 clusters Score -87470.33 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -87498.890625 Penalty: 696.165344
	Iteration 6Q: 3 clusters Score -87498.89 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -87526.203125 Penalty: 696.165344
	Iteration 7Q: 3 clusters Score -87526.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -87554.648438 Penalty: 696.165344
	Iteration 8Q: 3 clusters Score -87554.65 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -87583.382812 Penalty: 696.165344
	Iteration 9Q: 3 clusters Score -87583.38 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -87625.828125 Penalty: 696.165344
	Iteration 10Q: 3 clusters Score -87625.83 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -87678.929688 Penalty: 696.165344
	Iteration 11Q: 3 clusters Score -87678.93 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -87723.781250 Penalty: 696.165344
	Iteration 12Q: 3 clusters Score -87723.78 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -87767.843750 Penalty: 696.165344
	Iteration 13Q: 3 clusters Score -87767.84 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -87834.109375 Penalty: 696.165344
	Iteration 14Q: 3 clusters Score -87834.11 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -87885.890625 Penalty: 696.165344
	Iteration 15Q: 3 clusters Score -87885.89 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -87912.687500 Penalty: 696.165344
	Iteration 16Q: 3 clusters Score -87912.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -87934.671875 Penalty: 696.165344
	Iteration 17Q: 3 clusters Score -87934.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -87958.554688 Penalty: 696.165344
	Iteration 18Q: 3 clusters Score -87958.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -87979.328125 Penalty: 696.165344
	Iteration 19Q: 3 clusters Score -87979.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -87996.921875 Penalty: 696.165344
	Iteration 20F: 3 clusters Score -87996.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -88014.195312 Penalty: 696.165344
	Iteration 21Q: 3 clusters Score -88014.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -88023.671875 Penalty: 696.165344
	Iteration 22Q: 3 clusters Score -88023.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -88027.234375 Penalty: 696.165344
	Iteration 23Q: 3 clusters Score -88027.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -88031.000000 Penalty: 696.165344
	Iteration 24Q: 3 clusters Score -88031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -88033.281250 Penalty: 696.165344
	Iteration 25Q: 3 clusters Score -88033.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -88034.789062 Penalty: 696.165344
	Iteration 26Q: 3 clusters Score -88034.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -88035.796875 Penalty: 696.165344
	Iteration 27Q: 3 clusters Score -88035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -88036.914062 Penalty: 696.165344
	Iteration 28Q: 3 clusters Score -88036.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -88037.093750 Penalty: 696.165344
	Iteration 29Q: 3 clusters Score -88037.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -88037.093750 Penalty: 696.165344
	Iteration 30F: 3 clusters Score -88037.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Entering Unmasked Estep 
Score: -63499.265625 Penalty: 334.008026
	Iteration 0F: 2 clusters Score -63499.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -62344.417969 Penalty: 668.016052
	Iteration 0F: 3 clusters Score -62344.42 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -62695.917969 Penalty: 668.016052
	Iteration 1F: 3 clusters Score -62695.92 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -62764.679688 Penalty: 668.016052
	Iteration 2F: 3 clusters Score -62764.68 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -62806.257812 Penalty: 668.016052
	Iteration 3F: 3 clusters Score -62806.26 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -62841.390625 Penalty: 668.016052
	Iteration 4F: 3 clusters Score -62841.39 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -62871.453125 Penalty: 668.016052
	Iteration 5Q: 3 clusters Score -62871.45 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -62906.199219 Penalty: 668.016052
	Iteration 6Q: 3 clusters Score -62906.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -62954.621094 Penalty: 668.016052
	Iteration 7Q: 3 clusters Score -62954.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -62987.390625 Penalty: 668.016052
	Iteration 8Q: 3 clusters Score -62987.39 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -63015.359375 Penalty: 668.016052
	Iteration 9Q: 3 clusters Score -63015.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -63038.257812 Penalty: 668.016052
	Iteration 10Q: 3 clusters Score -63038.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -63050.988281 Penalty: 668.016052
	Iteration 11Q: 3 clusters Score -63050.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -63057.625000 Penalty: 668.016052
	Iteration 12Q: 3 clusters Score -63057.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -63064.578125 Penalty: 668.016052
	Iteration 13Q: 3 clusters Score -63064.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -63073.777344 Penalty: 668.016052
	Iteration 14Q: 3 clusters Score -63073.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -63085.191406 Penalty: 668.016052
	Iteration 15Q: 3 clusters Score -63085.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -63091.750000 Penalty: 668.016052
	Iteration 16Q: 3 clusters Score -63091.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -63098.421875 Penalty: 668.016052
	Iteration 17Q: 3 clusters Score -63098.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -63105.101562 Penalty: 668.016052
	Iteration 18Q: 3 clusters Score -63105.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -63109.597656 Penalty: 668.016052
	Iteration 19Q: 3 clusters Score -63109.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -63112.253906 Penalty: 668.016052
	Iteration 20F: 3 clusters Score -63112.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -63114.656250 Penalty: 668.016052
	Iteration 21Q: 3 clusters Score -63114.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -63116.738281 Penalty: 668.016052
	Iteration 22Q: 3 clusters Score -63116.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -63118.250000 Penalty: 668.016052
	Iteration 23Q: 3 clusters Score -63118.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -63119.617188 Penalty: 668.016052
	Iteration 24Q: 3 clusters Score -63119.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -63121.449219 Penalty: 668.016052
	Iteration 25Q: 3 clusters Score -63121.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -63125.789062 Penalty: 668.016052
	Iteration 26Q: 3 clusters Score -63125.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -63129.371094 Penalty: 668.016052
	Iteration 27Q: 3 clusters Score -63129.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -63130.820312 Penalty: 668.016052
	Iteration 28Q: 3 clusters Score -63130.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -63133.570312 Penalty: 668.016052
	Iteration 29Q: 3 clusters Score -63133.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -63135.976562 Penalty: 668.016052
	Iteration 30Q: 3 clusters Score -63135.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -63137.269531 Penalty: 668.016052
	Iteration 31Q: 3 clusters Score -63137.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -63138.746094 Penalty: 668.016052
	Iteration 32Q: 3 clusters Score -63138.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -63139.496094 Penalty: 668.016052
	Iteration 33Q: 3 clusters Score -63139.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -63140.875000 Penalty: 668.016052
	Iteration 34Q: 3 clusters Score -63140.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -63142.464844 Penalty: 668.016052
	Iteration 35Q: 3 clusters Score -63142.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -63144.285156 Penalty: 668.016052
	Iteration 36Q: 3 clusters Score -63144.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -63145.757812 Penalty: 668.016052
	Iteration 37Q: 3 clusters Score -63145.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -63147.824219 Penalty: 668.016052
	Iteration 38Q: 3 clusters Score -63147.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -63150.617188 Penalty: 668.016052
	Iteration 39Q: 3 clusters Score -63150.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -63153.312500 Penalty: 668.016052
	Iteration 40F: 3 clusters Score -63153.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -63154.511719 Penalty: 668.016052
	Iteration 41Q: 3 clusters Score -63154.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -63155.152344 Penalty: 668.016052
	Iteration 42Q: 3 clusters Score -63155.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -63156.070312 Penalty: 668.016052
	Iteration 43Q: 3 clusters Score -63156.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63157.308594 Penalty: 668.016052
	Iteration 44Q: 3 clusters Score -63157.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63158.640625 Penalty: 668.016052
	Iteration 45Q: 3 clusters Score -63158.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -63160.144531 Penalty: 668.016052
	Iteration 46Q: 3 clusters Score -63160.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63160.964844 Penalty: 668.016052
	Iteration 47Q: 3 clusters Score -63160.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63161.875000 Penalty: 668.016052
	Iteration 48Q: 3 clusters Score -63161.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63162.437500 Penalty: 668.016052
	Iteration 49Q: 3 clusters Score -63162.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -63163.109375 Penalty: 668.016052
	Iteration 50Q: 3 clusters Score -63163.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -63163.906250 Penalty: 668.016052
	Iteration 51Q: 3 clusters Score -63163.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -63164.949219 Penalty: 668.016052
	Iteration 52Q: 3 clusters Score -63164.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63167.730469 Penalty: 668.016052
	Iteration 53Q: 3 clusters Score -63167.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63170.246094 Penalty: 668.016052
	Iteration 54Q: 3 clusters Score -63170.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63171.890625 Penalty: 668.016052
	Iteration 55Q: 3 clusters Score -63171.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63173.363281 Penalty: 668.016052
	Iteration 56Q: 3 clusters Score -63173.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63176.640625 Penalty: 668.016052
	Iteration 57Q: 3 clusters Score -63176.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63181.660156 Penalty: 668.016052
	Iteration 58Q: 3 clusters Score -63181.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63185.484375 Penalty: 668.016052
	Iteration 59Q: 3 clusters Score -63185.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63187.992188 Penalty: 668.016052
	Iteration 60F: 3 clusters Score -63187.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63191.457031 Penalty: 668.016052
	Iteration 61Q: 3 clusters Score -63191.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63196.183594 Penalty: 668.016052
	Iteration 62Q: 3 clusters Score -63196.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63199.894531 Penalty: 668.016052
	Iteration 63Q: 3 clusters Score -63199.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63201.664062 Penalty: 668.016052
	Iteration 64Q: 3 clusters Score -63201.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63202.820312 Penalty: 668.016052
	Iteration 65Q: 3 clusters Score -63202.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63204.644531 Penalty: 668.016052
	Iteration 66Q: 3 clusters Score -63204.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -63205.628906 Penalty: 668.016052
	Iteration 67Q: 3 clusters Score -63205.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63206.511719 Penalty: 668.016052
	Iteration 68Q: 3 clusters Score -63206.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63208.105469 Penalty: 668.016052
	Iteration 69Q: 3 clusters Score -63208.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -63208.726562 Penalty: 668.016052
	Iteration 70Q: 3 clusters Score -63208.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -63208.726562 Penalty: 668.016052
	Iteration 71F: 3 clusters Score -63208.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Entering Unmasked Estep 
Score: -68757.070312 Penalty: 338.016205
	Iteration 0F: 2 clusters Score -68757.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -67526.796875 Penalty: 676.032410
	Iteration 0F: 3 clusters Score -67526.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -67903.414062 Penalty: 676.032410
	Iteration 1F: 3 clusters Score -67903.41 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -67980.031250 Penalty: 676.032410
	Iteration 2F: 3 clusters Score -67980.03 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -68052.523438 Penalty: 676.032410
	Iteration 3F: 3 clusters Score -68052.52 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -68124.539062 Penalty: 676.032410
	Iteration 4F: 3 clusters Score -68124.54 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -68190.585938 Penalty: 676.032410
	Iteration 5F: 3 clusters Score -68190.59 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -68262.796875 Penalty: 676.032410
	Iteration 6F: 3 clusters Score -68262.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -68303.601562 Penalty: 676.032410
	Iteration 7Q: 3 clusters Score -68303.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -68324.789062 Penalty: 676.032410
	Iteration 8Q: 3 clusters Score -68324.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -68345.343750 Penalty: 676.032410
	Iteration 9Q: 3 clusters Score -68345.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -68364.992188 Penalty: 676.032410
	Iteration 10Q: 3 clusters Score -68364.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -68371.585938 Penalty: 676.032410
	Iteration 11Q: 3 clusters Score -68371.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -68376.859375 Penalty: 676.032410
	Iteration 12Q: 3 clusters Score -68376.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -68382.437500 Penalty: 676.032410
	Iteration 13Q: 3 clusters Score -68382.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -68392.171875 Penalty: 676.032410
	Iteration 14Q: 3 clusters Score -68392.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -68408.054688 Penalty: 676.032410
	Iteration 15Q: 3 clusters Score -68408.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -68428.929688 Penalty: 676.032410
	Iteration 16Q: 3 clusters Score -68428.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -68443.726562 Penalty: 676.032410
	Iteration 17Q: 3 clusters Score -68443.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -68456.570312 Penalty: 676.032410
	Iteration 18Q: 3 clusters Score -68456.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -68465.171875 Penalty: 676.032410
	Iteration 19Q: 3 clusters Score -68465.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68473.796875 Penalty: 676.032410
	Iteration 20F: 3 clusters Score -68473.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -68479.328125 Penalty: 676.032410
	Iteration 21Q: 3 clusters Score -68479.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -68485.367188 Penalty: 676.032410
	Iteration 22Q: 3 clusters Score -68485.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68489.757812 Penalty: 676.032410
	Iteration 23Q: 3 clusters Score -68489.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -68492.335938 Penalty: 676.032410
	Iteration 24Q: 3 clusters Score -68492.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68493.671875 Penalty: 676.032410
	Iteration 25Q: 3 clusters Score -68493.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68494.882812 Penalty: 676.032410
	Iteration 26Q: 3 clusters Score -68494.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -68496.523438 Penalty: 676.032410
	Iteration 27Q: 3 clusters Score -68496.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68496.921875 Penalty: 676.032410
	Iteration 28Q: 3 clusters Score -68496.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68497.437500 Penalty: 676.032410
	Iteration 29Q: 3 clusters Score -68497.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68498.062500 Penalty: 676.032410
	Iteration 30Q: 3 clusters Score -68498.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -68498.218750 Penalty: 676.032410
	Iteration 31Q: 3 clusters Score -68498.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -68498.218750 Penalty: 676.032410
	Iteration 32F: 3 clusters Score -68498.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Entering Unmasked Estep 
Score: -109468.101562 Penalty: 357.515381
	Iteration 0F: 2 clusters Score -109468.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -107697.585938 Penalty: 715.030762
	Iteration 0F: 3 clusters Score -107697.6 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -108288.351562 Penalty: 715.030762
	Iteration 1F: 3 clusters Score -108288.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -108420.429688 Penalty: 715.030762
	Iteration 2F: 3 clusters Score -108420.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -108582.609375 Penalty: 715.030762
	Iteration 3F: 3 clusters Score -108582.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -108761.046875 Penalty: 715.030762
	Iteration 4F: 3 clusters Score -108761 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -108910.164062 Penalty: 715.030762
	Iteration 5F: 3 clusters Score -108910.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -109027.695312 Penalty: 715.030762
	Iteration 6Q: 3 clusters Score -109027.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -109092.773438 Penalty: 715.030762
	Iteration 7Q: 3 clusters Score -109092.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -109117.625000 Penalty: 715.030762
	Iteration 8Q: 3 clusters Score -109117.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -109131.671875 Penalty: 715.030762
	Iteration 9Q: 3 clusters Score -109131.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -109141.992188 Penalty: 715.030762
	Iteration 10Q: 3 clusters Score -109142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -109145.312500 Penalty: 715.030762
	Iteration 11Q: 3 clusters Score -109145.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -109145.593750 Penalty: 715.030762
	Iteration 12Q: 3 clusters Score -109145.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -109145.593750 Penalty: 715.030762
	Iteration 13F: 3 clusters Score -109145.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Entering Unmasked Estep 
Score: -81245.453125 Penalty: 346.942383
	Iteration 0F: 2 clusters Score -81245.45 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 1025 members 
Entering Unmasked Estep 
Score: -79765.000000 Penalty: 693.884766
	Iteration 0F: 3 clusters Score -79765 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -80265.328125 Penalty: 693.884766
	Iteration 1F: 3 clusters Score -80265.33 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -80333.515625 Penalty: 693.884766
	Iteration 2F: 3 clusters Score -80333.52 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -80407.718750 Penalty: 693.884766
	Iteration 3F: 3 clusters Score -80407.72 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -80479.140625 Penalty: 693.884766
	Iteration 4F: 3 clusters Score -80479.14 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -80550.859375 Penalty: 693.884766
	Iteration 5F: 3 clusters Score -80550.86 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -80616.218750 Penalty: 693.884766
	Iteration 6Q: 3 clusters Score -80616.22 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -80661.320312 Penalty: 693.884766
	Iteration 7Q: 3 clusters Score -80661.32 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -80711.992188 Penalty: 693.884766
	Iteration 8Q: 3 clusters Score -80711.99 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -80768.132812 Penalty: 693.884766
	Iteration 9Q: 3 clusters Score -80768.13 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -80834.429688 Penalty: 693.884766
	Iteration 10Q: 3 clusters Score -80834.43 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80890.679688 Penalty: 693.884766
	Iteration 11Q: 3 clusters Score -80890.68 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80927.945312 Penalty: 693.884766
	Iteration 12Q: 3 clusters Score -80927.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -80940.484375 Penalty: 693.884766
	Iteration 13Q: 3 clusters Score -80940.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -80954.875000 Penalty: 693.884766
	Iteration 14Q: 3 clusters Score -80954.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80965.765625 Penalty: 693.884766
	Iteration 15Q: 3 clusters Score -80965.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -80975.742188 Penalty: 693.884766
	Iteration 16Q: 3 clusters Score -80975.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -80982.367188 Penalty: 693.884766
	Iteration 17Q: 3 clusters Score -80982.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -80987.625000 Penalty: 693.884766
	Iteration 18Q: 3 clusters Score -80987.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -80991.929688 Penalty: 693.884766
	Iteration 19Q: 3 clusters Score -80991.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -80993.734375 Penalty: 693.884766
	Iteration 20F: 3 clusters Score -80993.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -80995.492188 Penalty: 693.884766
	Iteration 21Q: 3 clusters Score -80995.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -80997.664062 Penalty: 693.884766
	Iteration 22Q: 3 clusters Score -80997.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -80998.570312 Penalty: 693.884766
	Iteration 23Q: 3 clusters Score -80998.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -81000.632812 Penalty: 693.884766
	Iteration 24Q: 3 clusters Score -81000.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -81001.359375 Penalty: 693.884766
	Iteration 25Q: 3 clusters Score -81001.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -81002.500000 Penalty: 693.884766
	Iteration 26Q: 3 clusters Score -81002.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -81003.882812 Penalty: 693.884766
	Iteration 27Q: 3 clusters Score -81003.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -81008.250000 Penalty: 693.884766
	Iteration 28Q: 3 clusters Score -81008.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -81013.734375 Penalty: 693.884766
	Iteration 29Q: 3 clusters Score -81013.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -81018.765625 Penalty: 693.884766
	Iteration 30Q: 3 clusters Score -81018.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -81020.070312 Penalty: 693.884766
	Iteration 31Q: 3 clusters Score -81020.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -81021.039062 Penalty: 693.884766
	Iteration 32Q: 3 clusters Score -81021.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -81021.039062 Penalty: 693.884766
	Iteration 33F: 3 clusters Score -81021.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -3848.521729 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -3848.522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -3615.786865 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -3615.787 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -3696.173584 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -3696.174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3706.960449 Penalty: 443.642975
	Iteration 2Q: 3 clusters Score -3706.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3709.333496 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -3709.333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3709.333496 Penalty: 443.642975
	Iteration 4F: 3 clusters Score -3709.333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -64888.304688 Penalty: 337.663574
	Iteration 0F: 2 clusters Score -64888.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -63665.515625 Penalty: 675.327148
	Iteration 0F: 3 clusters Score -63665.52 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -64077.636719 Penalty: 675.327148
	Iteration 1F: 3 clusters Score -64077.64 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -64168.167969 Penalty: 675.327148
	Iteration 2F: 3 clusters Score -64168.17 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -64228.968750 Penalty: 675.327148
	Iteration 3F: 3 clusters Score -64228.97 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -64298.242188 Penalty: 675.327148
	Iteration 4F: 3 clusters Score -64298.24 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -64378.246094 Penalty: 675.327148
	Iteration 5F: 3 clusters Score -64378.25 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -64464.660156 Penalty: 675.327148
	Iteration 6Q: 3 clusters Score -64464.66 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -64545.773438 Penalty: 675.327148
	Iteration 7Q: 3 clusters Score -64545.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -64580.074219 Penalty: 675.327148
	Iteration 8Q: 3 clusters Score -64580.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -64595.429688 Penalty: 675.327148
	Iteration 9Q: 3 clusters Score -64595.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -64604.769531 Penalty: 675.327148
	Iteration 10Q: 3 clusters Score -64604.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -64609.742188 Penalty: 675.327148
	Iteration 11Q: 3 clusters Score -64609.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -64611.820312 Penalty: 675.327148
	Iteration 12Q: 3 clusters Score -64611.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -64614.253906 Penalty: 675.327148
	Iteration 13Q: 3 clusters Score -64614.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -64615.937500 Penalty: 675.327148
	Iteration 14Q: 3 clusters Score -64615.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -64617.160156 Penalty: 675.327148
	Iteration 15Q: 3 clusters Score -64617.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -64617.398438 Penalty: 675.327148
	Iteration 16Q: 3 clusters Score -64617.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -64617.660156 Penalty: 675.327148
	Iteration 17Q: 3 clusters Score -64617.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -64618.562500 Penalty: 675.327148
	Iteration 18Q: 3 clusters Score -64618.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -64618.968750 Penalty: 675.327148
	Iteration 19Q: 3 clusters Score -64618.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -64619.210938 Penalty: 675.327148
	Iteration 20F: 3 clusters Score -64619.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -64619.679688 Penalty: 675.327148
	Iteration 21Q: 3 clusters Score -64619.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -64620.226562 Penalty: 675.327148
	Iteration 22Q: 3 clusters Score -64620.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -64620.441406 Penalty: 675.327148
	Iteration 23Q: 3 clusters Score -64620.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -64620.527344 Penalty: 675.327148
	Iteration 24Q: 3 clusters Score -64620.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -64620.527344 Penalty: 675.327148
	Iteration 25F: 3 clusters Score -64620.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (285106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285106 members 
Entering Unmasked Estep 
Score: -11842128.000000 Penalty: 571.508057
	Iteration 0F: 2 clusters Score -1.184213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142155 members 
Mstep: Class 2 contains 142951 members 
Entering Unmasked Estep 
Score: -11647580.000000 Penalty: 1143.016113
	Iteration 0F: 3 clusters Score -1.164758e+07 nChanged 141028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120989 members 
Mstep: Class 2 contains 164117 members 
Entering Unmasked Estep 
Score: -11736763.000000 Penalty: 1143.016113
	Iteration 1F: 3 clusters Score -1.173676e+07 nChanged 14591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107042 members 
Mstep: Class 2 contains 178064 members 
Entering Unmasked Estep 
Score: -11743820.000000 Penalty: 1143.016113
	Iteration 2F: 3 clusters Score -1.174382e+07 nChanged 21416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85992 members 
Mstep: Class 2 contains 199114 members 
Entering Unmasked Estep 
Score: -11758208.000000 Penalty: 1143.016113
	Iteration 3F: 3 clusters Score -1.175821e+07 nChanged 27081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 226005 members 
Entering Unmasked Estep 
Score: -11781796.000000 Penalty: 1143.016113
	Iteration 4F: 3 clusters Score -1.17818e+07 nChanged 26987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 252922 members 
Entering Unmasked Estep 
Score: -11809112.000000 Penalty: 1143.016113
	Iteration 5F: 3 clusters Score -1.180911e+07 nChanged 18974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 271886 members 
Entering Unmasked Estep 
Score: -11828873.000000 Penalty: 1143.016113
	Iteration 6F: 3 clusters Score -1.182887e+07 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 281090 members 
Entering Unmasked Estep 
Score: -11838097.000000 Penalty: 1143.016113
	Iteration 7Q: 3 clusters Score -1.18381e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 284089 members 
Entering Unmasked Estep 
Score: -11840774.000000 Penalty: 1143.016113
	Iteration 8Q: 3 clusters Score -1.184077e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 284852 members 
Entering Unmasked Estep 
Score: -11841424.000000 Penalty: 1143.016113
	Iteration 9Q: 3 clusters Score -1.184142e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 285022 members 
Entering Unmasked Estep 
Score: -11841563.000000 Penalty: 1143.016113
	Iteration 10Q: 3 clusters Score -1.184156e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 285054 members 
Entering Unmasked Estep 
Score: -11841604.000000 Penalty: 1143.016113
	Iteration 11Q: 3 clusters Score -1.18416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 285057 members 
Entering Unmasked Estep 
Score: -11841610.000000 Penalty: 1143.016113
	Iteration 12Q: 3 clusters Score -1.184161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 285058 members 
Entering Unmasked Estep 
Score: -11841616.000000 Penalty: 1143.016113
	Iteration 13Q: 3 clusters Score -1.184162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 285060 members 
Entering Unmasked Estep 
Score: -11841615.000000 Penalty: 1143.016113
	Iteration 14Q: 3 clusters Score -1.184162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 285062 members 
Entering Unmasked Estep 
Score: -11841618.000000 Penalty: 1143.016113
	Iteration 15Q: 3 clusters Score -1.184162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 285062 members 
Entering Unmasked Estep 
Score: -11841618.000000 Penalty: 1143.016113
	Iteration 16F: 3 clusters Score -1.184162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -10633.513672 Penalty: 266.144287
	Iteration 0F: 2 clusters Score -10633.51 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 168 members 
Entering Unmasked Estep 
Score: -10277.851562 Penalty: 532.288574
	Iteration 0F: 3 clusters Score -10277.85 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10437.985352 Penalty: 532.288574
	Iteration 1F: 3 clusters Score -10437.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10463.804688 Penalty: 532.288574
	Iteration 2F: 3 clusters Score -10463.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10479.635742 Penalty: 532.288574
	Iteration 3Q: 3 clusters Score -10479.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10499.016602 Penalty: 532.288574
	Iteration 4Q: 3 clusters Score -10499.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10511.501953 Penalty: 532.288574
	Iteration 5Q: 3 clusters Score -10511.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10517.194336 Penalty: 532.288574
	Iteration 6Q: 3 clusters Score -10517.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10520.754883 Penalty: 532.288574
	Iteration 7Q: 3 clusters Score -10520.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10522.380859 Penalty: 532.288574
	Iteration 8Q: 3 clusters Score -10522.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10522.380859 Penalty: 532.288574
	Iteration 9F: 3 clusters Score -10522.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -17141.449219 Penalty: 283.576385
	Iteration 0F: 2 clusters Score -17141.45 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 250 members 
Entering Unmasked Estep 
Score: -16648.417969 Penalty: 567.152771
	Iteration 0F: 3 clusters Score -16648.42 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16789.998047 Penalty: 567.152771
	Iteration 1F: 3 clusters Score -16790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -16830.810547 Penalty: 567.152771
	Iteration 2F: 3 clusters Score -16830.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16852.832031 Penalty: 567.152771
	Iteration 3Q: 3 clusters Score -16852.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16875.132812 Penalty: 567.152771
	Iteration 4Q: 3 clusters Score -16875.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16895.158203 Penalty: 567.152771
	Iteration 5Q: 3 clusters Score -16895.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16904.636719 Penalty: 567.152771
	Iteration 6Q: 3 clusters Score -16904.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16910.019531 Penalty: 567.152771
	Iteration 7Q: 3 clusters Score -16910.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16917.759766 Penalty: 567.152771
	Iteration 8Q: 3 clusters Score -16917.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16920.640625 Penalty: 567.152771
	Iteration 9Q: 3 clusters Score -16920.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16924.187500 Penalty: 567.152771
	Iteration 10Q: 3 clusters Score -16924.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16928.185547 Penalty: 567.152771
	Iteration 11Q: 3 clusters Score -16928.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16930.050781 Penalty: 567.152771
	Iteration 12Q: 3 clusters Score -16930.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16933.808594 Penalty: 567.152771
	Iteration 13Q: 3 clusters Score -16933.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16936.494141 Penalty: 567.152771
	Iteration 14Q: 3 clusters Score -16936.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16938.806641 Penalty: 567.152771
	Iteration 15Q: 3 clusters Score -16938.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16939.451172 Penalty: 567.152771
	Iteration 16Q: 3 clusters Score -16939.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16939.451172 Penalty: 567.152771
	Iteration 17F: 3 clusters Score -16939.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -61967.351562 Penalty: 341.349487
	Iteration 0F: 2 clusters Score -61967.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -60657.050781 Penalty: 682.698975
	Iteration 0F: 3 clusters Score -60657.05 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -61173.546875 Penalty: 682.698975
	Iteration 1F: 3 clusters Score -61173.55 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -61330.894531 Penalty: 682.698975
	Iteration 2F: 3 clusters Score -61330.89 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -61456.785156 Penalty: 682.698975
	Iteration 3F: 3 clusters Score -61456.79 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -61575.683594 Penalty: 682.698975
	Iteration 4F: 3 clusters Score -61575.68 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -61635.343750 Penalty: 682.698975
	Iteration 5F: 3 clusters Score -61635.34 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -61663.898438 Penalty: 682.698975
	Iteration 6Q: 3 clusters Score -61663.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -61676.660156 Penalty: 682.698975
	Iteration 7Q: 3 clusters Score -61676.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -61691.378906 Penalty: 682.698975
	Iteration 8Q: 3 clusters Score -61691.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -61703.867188 Penalty: 682.698975
	Iteration 9Q: 3 clusters Score -61703.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -61716.296875 Penalty: 682.698975
	Iteration 10Q: 3 clusters Score -61716.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -61728.769531 Penalty: 682.698975
	Iteration 11Q: 3 clusters Score -61728.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -61745.753906 Penalty: 682.698975
	Iteration 12Q: 3 clusters Score -61745.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -61764.160156 Penalty: 682.698975
	Iteration 13Q: 3 clusters Score -61764.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -61781.921875 Penalty: 682.698975
	Iteration 14Q: 3 clusters Score -61781.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -61799.757812 Penalty: 682.698975
	Iteration 15Q: 3 clusters Score -61799.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -61823.410156 Penalty: 682.698975
	Iteration 16Q: 3 clusters Score -61823.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -61846.472656 Penalty: 682.698975
	Iteration 17Q: 3 clusters Score -61846.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -61863.714844 Penalty: 682.698975
	Iteration 18Q: 3 clusters Score -61863.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -61875.132812 Penalty: 682.698975
	Iteration 19Q: 3 clusters Score -61875.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -61880.667969 Penalty: 682.698975
	Iteration 20F: 3 clusters Score -61880.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -61886.476562 Penalty: 682.698975
	Iteration 21Q: 3 clusters Score -61886.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -61891.722656 Penalty: 682.698975
	Iteration 22Q: 3 clusters Score -61891.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -61897.898438 Penalty: 682.698975
	Iteration 23Q: 3 clusters Score -61897.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -61904.765625 Penalty: 682.698975
	Iteration 24Q: 3 clusters Score -61904.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -61912.714844 Penalty: 682.698975
	Iteration 25Q: 3 clusters Score -61912.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -61919.078125 Penalty: 682.698975
	Iteration 26Q: 3 clusters Score -61919.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -61922.410156 Penalty: 682.698975
	Iteration 27Q: 3 clusters Score -61922.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -61925.164062 Penalty: 682.698975
	Iteration 28Q: 3 clusters Score -61925.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -61927.968750 Penalty: 682.698975
	Iteration 29Q: 3 clusters Score -61927.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -61928.914062 Penalty: 682.698975
	Iteration 30Q: 3 clusters Score -61928.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -61929.304688 Penalty: 682.698975
	Iteration 31Q: 3 clusters Score -61929.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -61929.355469 Penalty: 682.698975
	Iteration 32Q: 3 clusters Score -61929.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -61929.355469 Penalty: 682.698975
	Iteration 33F: 3 clusters Score -61929.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -7184.742676 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -7184.743 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 107 members 
Entering Unmasked Estep 
Score: -6879.739746 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -6879.74 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6930.752930 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -6930.753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6947.900391 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -6947.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6953.941406 Penalty: 491.643646
	Iteration 3Q: 3 clusters Score -6953.941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6957.738770 Penalty: 491.643646
	Iteration 4Q: 3 clusters Score -6957.739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6958.015625 Penalty: 491.643646
	Iteration 5Q: 3 clusters Score -6958.016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6959.271973 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -6959.272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6961.059082 Penalty: 491.643646
	Iteration 7Q: 3 clusters Score -6961.059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6961.059082 Penalty: 491.643646
	Iteration 8F: 3 clusters Score -6961.059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -48963.878906 Penalty: 328.125854
	Iteration 0F: 2 clusters Score -48963.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -47933.480469 Penalty: 656.251709
	Iteration 0F: 3 clusters Score -47933.48 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -48235.949219 Penalty: 656.251709
	Iteration 1F: 3 clusters Score -48235.95 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -48347.199219 Penalty: 656.251709
	Iteration 2F: 3 clusters Score -48347.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -48475.812500 Penalty: 656.251709
	Iteration 3F: 3 clusters Score -48475.81 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -48577.617188 Penalty: 656.251709
	Iteration 4F: 3 clusters Score -48577.62 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -48631.804688 Penalty: 656.251709
	Iteration 5F: 3 clusters Score -48631.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -48670.847656 Penalty: 656.251709
	Iteration 6Q: 3 clusters Score -48670.85 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -48700.710938 Penalty: 656.251709
	Iteration 7Q: 3 clusters Score -48700.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -48716.097656 Penalty: 656.251709
	Iteration 8Q: 3 clusters Score -48716.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -48730.250000 Penalty: 656.251709
	Iteration 9Q: 3 clusters Score -48730.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -48746.648438 Penalty: 656.251709
	Iteration 10Q: 3 clusters Score -48746.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -48762.054688 Penalty: 656.251709
	Iteration 11Q: 3 clusters Score -48762.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -48769.988281 Penalty: 656.251709
	Iteration 12Q: 3 clusters Score -48769.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -48774.261719 Penalty: 656.251709
	Iteration 13Q: 3 clusters Score -48774.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -48775.601562 Penalty: 656.251709
	Iteration 14Q: 3 clusters Score -48775.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -48776.546875 Penalty: 656.251709
	Iteration 15Q: 3 clusters Score -48776.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -48778.968750 Penalty: 656.251709
	Iteration 16Q: 3 clusters Score -48778.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -48781.691406 Penalty: 656.251709
	Iteration 17Q: 3 clusters Score -48781.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -48784.316406 Penalty: 656.251709
	Iteration 18Q: 3 clusters Score -48784.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -48786.324219 Penalty: 656.251709
	Iteration 19Q: 3 clusters Score -48786.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -48786.800781 Penalty: 656.251709
	Iteration 20F: 3 clusters Score -48786.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -48786.972656 Penalty: 656.251709
	Iteration 21Q: 3 clusters Score -48786.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -48787.160156 Penalty: 656.251709
	Iteration 22Q: 3 clusters Score -48787.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -48787.660156 Penalty: 656.251709
	Iteration 23Q: 3 clusters Score -48787.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -48788.867188 Penalty: 656.251709
	Iteration 24Q: 3 clusters Score -48788.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -48789.328125 Penalty: 656.251709
	Iteration 25Q: 3 clusters Score -48789.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -48789.328125 Penalty: 656.251709
	Iteration 26F: 3 clusters Score -48789.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Entering Unmasked Estep 
Score: -86845.843750 Penalty: 349.866394
	Iteration 0F: 2 clusters Score -86845.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -85332.148438 Penalty: 699.732788
	Iteration 0F: 3 clusters Score -85332.15 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -86061.406250 Penalty: 699.732788
	Iteration 1F: 3 clusters Score -86061.41 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -86291.304688 Penalty: 699.732788
	Iteration 2F: 3 clusters Score -86291.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -86424.273438 Penalty: 699.732788
	Iteration 3F: 3 clusters Score -86424.27 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -86507.359375 Penalty: 699.732788
	Iteration 4F: 3 clusters Score -86507.36 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -86574.726562 Penalty: 699.732788
	Iteration 5Q: 3 clusters Score -86574.73 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -86613.351562 Penalty: 699.732788
	Iteration 6Q: 3 clusters Score -86613.35 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -86638.562500 Penalty: 699.732788
	Iteration 7Q: 3 clusters Score -86638.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -86651.320312 Penalty: 699.732788
	Iteration 8Q: 3 clusters Score -86651.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -86659.593750 Penalty: 699.732788
	Iteration 9Q: 3 clusters Score -86659.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -86663.054688 Penalty: 699.732788
	Iteration 10Q: 3 clusters Score -86663.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -86666.812500 Penalty: 699.732788
	Iteration 11Q: 3 clusters Score -86666.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -86669.585938 Penalty: 699.732788
	Iteration 12Q: 3 clusters Score -86669.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -86673.859375 Penalty: 699.732788
	Iteration 13Q: 3 clusters Score -86673.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -86676.273438 Penalty: 699.732788
	Iteration 14Q: 3 clusters Score -86676.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -86679.046875 Penalty: 699.732788
	Iteration 15Q: 3 clusters Score -86679.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -86680.976562 Penalty: 699.732788
	Iteration 16Q: 3 clusters Score -86680.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -86682.726562 Penalty: 699.732788
	Iteration 17Q: 3 clusters Score -86682.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -86684.039062 Penalty: 699.732788
	Iteration 18Q: 3 clusters Score -86684.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -86685.406250 Penalty: 699.732788
	Iteration 19Q: 3 clusters Score -86685.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -86686.320312 Penalty: 699.732788
	Iteration 20F: 3 clusters Score -86686.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -86686.468750 Penalty: 699.732788
	Iteration 21Q: 3 clusters Score -86686.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -86687.015625 Penalty: 699.732788
	Iteration 22Q: 3 clusters Score -86687.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -86687.320312 Penalty: 699.732788
	Iteration 23Q: 3 clusters Score -86687.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -86688.710938 Penalty: 699.732788
	Iteration 24Q: 3 clusters Score -86688.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -86692.085938 Penalty: 699.732788
	Iteration 25Q: 3 clusters Score -86692.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -86695.593750 Penalty: 699.732788
	Iteration 26Q: 3 clusters Score -86695.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -86699.632812 Penalty: 699.732788
	Iteration 27Q: 3 clusters Score -86699.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -86703.304688 Penalty: 699.732788
	Iteration 28Q: 3 clusters Score -86703.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -86706.382812 Penalty: 699.732788
	Iteration 29Q: 3 clusters Score -86706.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -86709.742188 Penalty: 699.732788
	Iteration 30Q: 3 clusters Score -86709.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -86711.906250 Penalty: 699.732788
	Iteration 31Q: 3 clusters Score -86711.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -86712.640625 Penalty: 699.732788
	Iteration 32Q: 3 clusters Score -86712.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -86713.242188 Penalty: 699.732788
	Iteration 33Q: 3 clusters Score -86713.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -86713.710938 Penalty: 699.732788
	Iteration 34Q: 3 clusters Score -86713.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -86713.710938 Penalty: 699.732788
	Iteration 35F: 3 clusters Score -86713.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Entering Unmasked Estep 
Score: -229651.500000 Penalty: 394.730377
	Iteration 0F: 2 clusters Score -229651.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -225696.937500 Penalty: 789.460754
	Iteration 0F: 3 clusters Score -225696.9 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -227168.609375 Penalty: 789.460754
	Iteration 1F: 3 clusters Score -227168.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -227289.906250 Penalty: 789.460754
	Iteration 2F: 3 clusters Score -227289.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -227430.031250 Penalty: 789.460754
	Iteration 3F: 3 clusters Score -227430 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -227585.906250 Penalty: 789.460754
	Iteration 4F: 3 clusters Score -227585.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -227745.328125 Penalty: 789.460754
	Iteration 5F: 3 clusters Score -227745.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -227908.453125 Penalty: 789.460754
	Iteration 6F: 3 clusters Score -227908.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -228083.578125 Penalty: 789.460754
	Iteration 7F: 3 clusters Score -228083.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -228256.578125 Penalty: 789.460754
	Iteration 8F: 3 clusters Score -228256.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -228406.687500 Penalty: 789.460754
	Iteration 9Q: 3 clusters Score -228406.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -228512.984375 Penalty: 789.460754
	Iteration 10Q: 3 clusters Score -228513 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -228591.687500 Penalty: 789.460754
	Iteration 11Q: 3 clusters Score -228591.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -228669.500000 Penalty: 789.460754
	Iteration 12Q: 3 clusters Score -228669.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -228738.796875 Penalty: 789.460754
	Iteration 13Q: 3 clusters Score -228738.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -228794.921875 Penalty: 789.460754
	Iteration 14Q: 3 clusters Score -228794.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -228834.421875 Penalty: 789.460754
	Iteration 15Q: 3 clusters Score -228834.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -228868.546875 Penalty: 789.460754
	Iteration 16Q: 3 clusters Score -228868.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -228900.437500 Penalty: 789.460754
	Iteration 17Q: 3 clusters Score -228900.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -228924.796875 Penalty: 789.460754
	Iteration 18Q: 3 clusters Score -228924.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -228950.781250 Penalty: 789.460754
	Iteration 19Q: 3 clusters Score -228950.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -228988.765625 Penalty: 789.460754
	Iteration 20F: 3 clusters Score -228988.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -229029.921875 Penalty: 789.460754
	Iteration 21Q: 3 clusters Score -229029.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -229064.078125 Penalty: 789.460754
	Iteration 22Q: 3 clusters Score -229064.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -229100.375000 Penalty: 789.460754
	Iteration 23Q: 3 clusters Score -229100.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -229134.515625 Penalty: 789.460754
	Iteration 24Q: 3 clusters Score -229134.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -229174.468750 Penalty: 789.460754
	Iteration 25Q: 3 clusters Score -229174.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -229205.218750 Penalty: 789.460754
	Iteration 26Q: 3 clusters Score -229205.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -229226.109375 Penalty: 789.460754
	Iteration 27Q: 3 clusters Score -229226.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -229247.109375 Penalty: 789.460754
	Iteration 28Q: 3 clusters Score -229247.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -229267.390625 Penalty: 789.460754
	Iteration 29Q: 3 clusters Score -229267.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -229293.562500 Penalty: 789.460754
	Iteration 30Q: 3 clusters Score -229293.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -229329.437500 Penalty: 789.460754
	Iteration 31Q: 3 clusters Score -229329.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -229354.671875 Penalty: 789.460754
	Iteration 32Q: 3 clusters Score -229354.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -229366.640625 Penalty: 789.460754
	Iteration 33Q: 3 clusters Score -229366.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -229374.500000 Penalty: 789.460754
	Iteration 34Q: 3 clusters Score -229374.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -229377.359375 Penalty: 789.460754
	Iteration 35Q: 3 clusters Score -229377.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -229379.531250 Penalty: 789.460754
	Iteration 36Q: 3 clusters Score -229379.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -229382.218750 Penalty: 789.460754
	Iteration 37Q: 3 clusters Score -229382.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -229383.875000 Penalty: 789.460754
	Iteration 38Q: 3 clusters Score -229383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -229385.062500 Penalty: 789.460754
	Iteration 39Q: 3 clusters Score -229385.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -229386.265625 Penalty: 789.460754
	Iteration 40F: 3 clusters Score -229386.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Entering Unmasked Estep 
Score: -313205.156250 Penalty: 404.974976
	Iteration 0F: 2 clusters Score -313205.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -308248.281250 Penalty: 809.949951
	Iteration 0F: 3 clusters Score -308248.3 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -310088.812500 Penalty: 809.949951
	Iteration 1F: 3 clusters Score -310088.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -310246.812500 Penalty: 809.949951
	Iteration 2F: 3 clusters Score -310246.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -310477.875000 Penalty: 809.949951
	Iteration 3F: 3 clusters Score -310477.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -310804.031250 Penalty: 809.949951
	Iteration 4F: 3 clusters Score -310804 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -311225.593750 Penalty: 809.949951
	Iteration 5F: 3 clusters Score -311225.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -311648.812500 Penalty: 809.949951
	Iteration 6F: 3 clusters Score -311648.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -311993.250000 Penalty: 809.949951
	Iteration 7F: 3 clusters Score -311993.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -312268.375000 Penalty: 809.949951
	Iteration 8Q: 3 clusters Score -312268.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -312433.031250 Penalty: 809.949951
	Iteration 9Q: 3 clusters Score -312433 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -312556.875000 Penalty: 809.949951
	Iteration 10Q: 3 clusters Score -312556.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -312631.093750 Penalty: 809.949951
	Iteration 11Q: 3 clusters Score -312631.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -312679.968750 Penalty: 809.949951
	Iteration 12Q: 3 clusters Score -312680 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -312717.593750 Penalty: 809.949951
	Iteration 13Q: 3 clusters Score -312717.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -312744.343750 Penalty: 809.949951
	Iteration 14Q: 3 clusters Score -312744.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -312753.812500 Penalty: 809.949951
	Iteration 15Q: 3 clusters Score -312753.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -312762.468750 Penalty: 809.949951
	Iteration 16Q: 3 clusters Score -312762.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -312776.656250 Penalty: 809.949951
	Iteration 17Q: 3 clusters Score -312776.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -312788.875000 Penalty: 809.949951
	Iteration 18Q: 3 clusters Score -312788.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -312800.250000 Penalty: 809.949951
	Iteration 19Q: 3 clusters Score -312800.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -312808.312500 Penalty: 809.949951
	Iteration 20F: 3 clusters Score -312808.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -312810.593750 Penalty: 809.949951
	Iteration 21Q: 3 clusters Score -312810.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -312812.937500 Penalty: 809.949951
	Iteration 22Q: 3 clusters Score -312812.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -312815.156250 Penalty: 809.949951
	Iteration 23Q: 3 clusters Score -312815.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -312817.218750 Penalty: 809.949951
	Iteration 24Q: 3 clusters Score -312817.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -312819.656250 Penalty: 809.949951
	Iteration 25Q: 3 clusters Score -312819.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -312822.625000 Penalty: 809.949951
	Iteration 26Q: 3 clusters Score -312822.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -312826.031250 Penalty: 809.949951
	Iteration 27Q: 3 clusters Score -312826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -312829.156250 Penalty: 809.949951
	Iteration 28Q: 3 clusters Score -312829.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -312829.906250 Penalty: 809.949951
	Iteration 29Q: 3 clusters Score -312829.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -312829.906250 Penalty: 809.949951
	Iteration 30F: 3 clusters Score -312829.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (12104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Entering Unmasked Estep 
Score: -477050.031250 Penalty: 427.758728
	Iteration 0F: 2 clusters Score -477050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -469024.562500 Penalty: 855.517456
	Iteration 0F: 3 clusters Score -469024.6 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -472300.031250 Penalty: 855.517456
	Iteration 1F: 3 clusters Score -472300 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -472831.281250 Penalty: 855.517456
	Iteration 2F: 3 clusters Score -472831.3 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -473634.125000 Penalty: 855.517456
	Iteration 3F: 3 clusters Score -473634.1 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -474594.406250 Penalty: 855.517456
	Iteration 4F: 3 clusters Score -474594.4 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -475525.093750 Penalty: 855.517456
	Iteration 5F: 3 clusters Score -475525.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -476151.093750 Penalty: 855.517456
	Iteration 6Q: 3 clusters Score -476151.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -476430.843750 Penalty: 855.517456
	Iteration 7Q: 3 clusters Score -476430.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -476562.812500 Penalty: 855.517456
	Iteration 8Q: 3 clusters Score -476562.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -476622.750000 Penalty: 855.517456
	Iteration 9Q: 3 clusters Score -476622.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -476645.687500 Penalty: 855.517456
	Iteration 10Q: 3 clusters Score -476645.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -476651.437500 Penalty: 855.517456
	Iteration 11Q: 3 clusters Score -476651.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -476653.968750 Penalty: 855.517456
	Iteration 12Q: 3 clusters Score -476654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -476657.343750 Penalty: 855.517456
	Iteration 13Q: 3 clusters Score -476657.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -476658.031250 Penalty: 855.517456
	Iteration 14Q: 3 clusters Score -476658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -476659.218750 Penalty: 855.517456
	Iteration 15Q: 3 clusters Score -476659.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -476658.906250 Penalty: 855.517456
	Iteration 16Q: 3 clusters Score -476658.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -476660.812500 Penalty: 855.517456
	Iteration 17Q: 3 clusters Score -476660.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -476660.812500 Penalty: 855.517456
	Iteration 18F: 3 clusters Score -476660.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (57863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57863 members 
Entering Unmasked Estep 
Score: -2334546.500000 Penalty: 498.945435
	Iteration 0F: 2 clusters Score -2334546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -2295784.750000 Penalty: 997.890869
	Iteration 0F: 3 clusters Score -2295785 nChanged 28152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -2312191.000000 Penalty: 997.890869
	Iteration 1F: 3 clusters Score -2312191 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -2313086.250000 Penalty: 997.890869
	Iteration 2Q: 3 clusters Score -2313086 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -2314770.250000 Penalty: 997.890869
	Iteration 3F: 3 clusters Score -2314770 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2317321.750000 Penalty: 997.890869
	Iteration 4F: 3 clusters Score -2317322 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2320484.250000 Penalty: 997.890869
	Iteration 5F: 3 clusters Score -2320484 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2323842.000000 Penalty: 997.890869
	Iteration 6F: 3 clusters Score -2323842 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2327093.250000 Penalty: 997.890869
	Iteration 7F: 3 clusters Score -2327093 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2329718.000000 Penalty: 997.890869
	Iteration 8F: 3 clusters Score -2329718 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2331615.250000 Penalty: 997.890869
	Iteration 9Q: 3 clusters Score -2331615 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2332770.250000 Penalty: 997.890869
	Iteration 10Q: 3 clusters Score -2332770 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56314 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2333398.000000 Penalty: 997.890869
	Iteration 11Q: 3 clusters Score -2333398 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2333750.250000 Penalty: 997.890869
	Iteration 12Q: 3 clusters Score -2333750 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57201 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2333939.000000 Penalty: 997.890869
	Iteration 13Q: 3 clusters Score -2333939 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2334018.750000 Penalty: 997.890869
	Iteration 14Q: 3 clusters Score -2334019 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2334062.500000 Penalty: 997.890869
	Iteration 15Q: 3 clusters Score -2334062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2334087.500000 Penalty: 997.890869
	Iteration 16Q: 3 clusters Score -2334088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57556 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2334103.750000 Penalty: 997.890869
	Iteration 17Q: 3 clusters Score -2334104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57581 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2334109.750000 Penalty: 997.890869
	Iteration 18Q: 3 clusters Score -2334110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2334123.500000 Penalty: 997.890869
	Iteration 19Q: 3 clusters Score -2334124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57613 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2334123.750000 Penalty: 997.890869
	Iteration 20F: 3 clusters Score -2334124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2334125.500000 Penalty: 997.890869
	Iteration 21Q: 3 clusters Score -2334126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2334128.750000 Penalty: 997.890869
	Iteration 22Q: 3 clusters Score -2334129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57633 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2334132.250000 Penalty: 997.890869
	Iteration 23Q: 3 clusters Score -2334132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57638 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2334131.250000 Penalty: 997.890869
	Iteration 24Q: 3 clusters Score -2334131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2334136.000000 Penalty: 997.890869
	Iteration 25Q: 3 clusters Score -2334136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2334136.250000 Penalty: 997.890869
	Iteration 26Q: 3 clusters Score -2334136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2334138.750000 Penalty: 997.890869
	Iteration 27Q: 3 clusters Score -2334139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2334139.500000 Penalty: 997.890869
	Iteration 28Q: 3 clusters Score -2334140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2334142.000000 Penalty: 997.890869
	Iteration 29Q: 3 clusters Score -2334142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57647 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2334145.000000 Penalty: 997.890869
	Iteration 30Q: 3 clusters Score -2334145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2334143.250000 Penalty: 997.890869
	Iteration 31Q: 3 clusters Score -2334143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57645 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2334142.750000 Penalty: 997.890869
	Iteration 32Q: 3 clusters Score -2334143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57645 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2334142.750000 Penalty: 997.890869
	Iteration 33F: 3 clusters Score -2334143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (213647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213647 members 
Entering Unmasked Estep 
Score: -8813768.000000 Penalty: 558.379639
	Iteration 0F: 2 clusters Score -8813768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106555 members 
Mstep: Class 2 contains 107092 members 
Entering Unmasked Estep 
Score: -8668537.000000 Penalty: 1116.759277
	Iteration 0F: 3 clusters Score -8668537 nChanged 105172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100161 members 
Mstep: Class 2 contains 113486 members 
Entering Unmasked Estep 
Score: -8730426.000000 Penalty: 1116.759277
	Iteration 1F: 3 clusters Score -8730426 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95167 members 
Mstep: Class 2 contains 118480 members 
Entering Unmasked Estep 
Score: -8732337.000000 Penalty: 1116.759277
	Iteration 2Q: 3 clusters Score -8732337 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87019 members 
Mstep: Class 2 contains 126628 members 
Entering Unmasked Estep 
Score: -8735816.000000 Penalty: 1116.759277
	Iteration 3Q: 3 clusters Score -8735816 nChanged 13416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73875 members 
Mstep: Class 2 contains 139772 members 
Entering Unmasked Estep 
Score: -8743716.000000 Penalty: 1116.759277
	Iteration 4F: 3 clusters Score -8743716 nChanged 19200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 158902 members 
Entering Unmasked Estep 
Score: -8759022.000000 Penalty: 1116.759277
	Iteration 5F: 3 clusters Score -8759022 nChanged 22297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 181173 members 
Entering Unmasked Estep 
Score: -8780349.000000 Penalty: 1116.759277
	Iteration 6F: 3 clusters Score -8780349 nChanged 18599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 199770 members 
Entering Unmasked Estep 
Score: -8799564.000000 Penalty: 1116.759277
	Iteration 7F: 3 clusters Score -8799564 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 209535 members 
Entering Unmasked Estep 
Score: -8809420.000000 Penalty: 1116.759277
	Iteration 8Q: 3 clusters Score -8809420 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 212703 members 
Entering Unmasked Estep 
Score: -8812416.000000 Penalty: 1116.759277
	Iteration 9Q: 3 clusters Score -8812416 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 213413 members 
Entering Unmasked Estep 
Score: -8813049.000000 Penalty: 1116.759277
	Iteration 10Q: 3 clusters Score -8813049 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 213554 members 
Entering Unmasked Estep 
Score: -8813202.000000 Penalty: 1116.759277
	Iteration 11Q: 3 clusters Score -8813202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 213579 members 
Entering Unmasked Estep 
Score: -8813255.000000 Penalty: 1116.759277
	Iteration 12Q: 3 clusters Score -8813255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 213575 members 
Entering Unmasked Estep 
Score: -8813271.000000 Penalty: 1116.759277
	Iteration 13Q: 3 clusters Score -8813271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 213578 members 
Entering Unmasked Estep 
Score: -8813288.000000 Penalty: 1116.759277
	Iteration 14Q: 3 clusters Score -8813288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 213575 members 
Entering Unmasked Estep 
Score: -8813293.000000 Penalty: 1116.759277
	Iteration 15Q: 3 clusters Score -8813293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 213573 members 
Entering Unmasked Estep 
Score: -8813297.000000 Penalty: 1116.759277
	Iteration 16Q: 3 clusters Score -8813297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 213571 members 
Entering Unmasked Estep 
Score: -8813297.000000 Penalty: 1116.759277
	Iteration 17Q: 3 clusters Score -8813297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 213570 members 
Entering Unmasked Estep 
Score: -8813300.000000 Penalty: 1116.759277
	Iteration 18Q: 3 clusters Score -8813300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 213568 members 
Entering Unmasked Estep 
Score: -8813305.000000 Penalty: 1116.759277
	Iteration 19Q: 3 clusters Score -8813305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 213568 members 
Entering Unmasked Estep 
Score: -8813305.000000 Penalty: 1116.759277
	Iteration 20F: 3 clusters Score -8813305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -27457.359375 Penalty: 298.975159
	Iteration 0F: 2 clusters Score -27457.36 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 370 members 
Entering Unmasked Estep 
Score: -26822.685547 Penalty: 597.950317
	Iteration 0F: 3 clusters Score -26822.69 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -26982.148438 Penalty: 597.950317
	Iteration 1F: 3 clusters Score -26982.15 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -27015.876953 Penalty: 597.950317
	Iteration 2F: 3 clusters Score -27015.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -27041.693359 Penalty: 597.950317
	Iteration 3Q: 3 clusters Score -27041.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -27074.388672 Penalty: 597.950317
	Iteration 4Q: 3 clusters Score -27074.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -27097.707031 Penalty: 597.950317
	Iteration 5Q: 3 clusters Score -27097.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -27125.896484 Penalty: 597.950317
	Iteration 6Q: 3 clusters Score -27125.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -27145.966797 Penalty: 597.950317
	Iteration 7Q: 3 clusters Score -27145.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -27163.093750 Penalty: 597.950317
	Iteration 8Q: 3 clusters Score -27163.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -27170.439453 Penalty: 597.950317
	Iteration 9Q: 3 clusters Score -27170.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -27175.087891 Penalty: 597.950317
	Iteration 10Q: 3 clusters Score -27175.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -27177.947266 Penalty: 597.950317
	Iteration 11Q: 3 clusters Score -27177.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -27179.142578 Penalty: 597.950317
	Iteration 12Q: 3 clusters Score -27179.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -27181.816406 Penalty: 597.950317
	Iteration 13Q: 3 clusters Score -27181.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -27185.865234 Penalty: 597.950317
	Iteration 14Q: 3 clusters Score -27185.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -27189.025391 Penalty: 597.950317
	Iteration 15Q: 3 clusters Score -27189.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -27191.335938 Penalty: 597.950317
	Iteration 16Q: 3 clusters Score -27191.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -27192.689453 Penalty: 597.950317
	Iteration 17Q: 3 clusters Score -27192.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -27193.392578 Penalty: 597.950317
	Iteration 18Q: 3 clusters Score -27193.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -27195.296875 Penalty: 597.950317
	Iteration 19Q: 3 clusters Score -27195.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -27197.007812 Penalty: 597.950317
	Iteration 20F: 3 clusters Score -27197.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -27197.257812 Penalty: 597.950317
	Iteration 21Q: 3 clusters Score -27197.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -27197.349609 Penalty: 597.950317
	Iteration 22Q: 3 clusters Score -27197.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -27197.349609 Penalty: 597.950317
	Iteration 23F: 3 clusters Score -27197.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Entering Unmasked Estep 
Score: -103826.164062 Penalty: 357.480164
	Iteration 0F: 2 clusters Score -103826.2 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 1286 members 
Entering Unmasked Estep 
Score: -102009.976562 Penalty: 714.960327
	Iteration 0F: 3 clusters Score -102010 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -102691.726562 Penalty: 714.960327
	Iteration 1F: 3 clusters Score -102691.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -102816.679688 Penalty: 714.960327
	Iteration 2F: 3 clusters Score -102816.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -102923.640625 Penalty: 714.960327
	Iteration 3F: 3 clusters Score -102923.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -103023.007812 Penalty: 714.960327
	Iteration 4F: 3 clusters Score -103023 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -103097.078125 Penalty: 714.960327
	Iteration 5F: 3 clusters Score -103097.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -103162.515625 Penalty: 714.960327
	Iteration 6Q: 3 clusters Score -103162.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -103203.312500 Penalty: 714.960327
	Iteration 7Q: 3 clusters Score -103203.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -103232.085938 Penalty: 714.960327
	Iteration 8Q: 3 clusters Score -103232.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -103253.796875 Penalty: 714.960327
	Iteration 9Q: 3 clusters Score -103253.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -103273.914062 Penalty: 714.960327
	Iteration 10Q: 3 clusters Score -103273.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -103287.382812 Penalty: 714.960327
	Iteration 11Q: 3 clusters Score -103287.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -103297.617188 Penalty: 714.960327
	Iteration 12Q: 3 clusters Score -103297.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -103303.859375 Penalty: 714.960327
	Iteration 13Q: 3 clusters Score -103303.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -103314.570312 Penalty: 714.960327
	Iteration 14Q: 3 clusters Score -103314.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -103328.625000 Penalty: 714.960327
	Iteration 15Q: 3 clusters Score -103328.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -103346.867188 Penalty: 714.960327
	Iteration 16Q: 3 clusters Score -103346.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -103359.828125 Penalty: 714.960327
	Iteration 17Q: 3 clusters Score -103359.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -103366.367188 Penalty: 714.960327
	Iteration 18Q: 3 clusters Score -103366.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -103375.976562 Penalty: 714.960327
	Iteration 19Q: 3 clusters Score -103376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -103385.656250 Penalty: 714.960327
	Iteration 20F: 3 clusters Score -103385.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -103398.570312 Penalty: 714.960327
	Iteration 21Q: 3 clusters Score -103398.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -103420.679688 Penalty: 714.960327
	Iteration 22Q: 3 clusters Score -103420.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -103436.601562 Penalty: 714.960327
	Iteration 23Q: 3 clusters Score -103436.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -103448.906250 Penalty: 714.960327
	Iteration 24Q: 3 clusters Score -103448.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -103464.031250 Penalty: 714.960327
	Iteration 25Q: 3 clusters Score -103464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -103475.921875 Penalty: 714.960327
	Iteration 26Q: 3 clusters Score -103475.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -103483.179688 Penalty: 714.960327
	Iteration 27Q: 3 clusters Score -103483.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -103485.835938 Penalty: 714.960327
	Iteration 28Q: 3 clusters Score -103485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -103487.203125 Penalty: 714.960327
	Iteration 29Q: 3 clusters Score -103487.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -103488.007812 Penalty: 714.960327
	Iteration 30Q: 3 clusters Score -103488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -103488.335938 Penalty: 714.960327
	Iteration 31Q: 3 clusters Score -103488.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -103488.570312 Penalty: 714.960327
	Iteration 32Q: 3 clusters Score -103488.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -103489.351562 Penalty: 714.960327
	Iteration 33Q: 3 clusters Score -103489.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -103490.132812 Penalty: 714.960327
	Iteration 34Q: 3 clusters Score -103490.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -103490.382812 Penalty: 714.960327
	Iteration 35Q: 3 clusters Score -103490.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -103490.382812 Penalty: 714.960327
	Iteration 36F: 3 clusters Score -103490.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (24956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Entering Unmasked Estep 
Score: -955089.937500 Penalty: 460.681549
	Iteration 0F: 2 clusters Score -955089.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -938431.125000 Penalty: 921.363098
	Iteration 0F: 3 clusters Score -938431.1 nChanged 11919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -945529.625000 Penalty: 921.363098
	Iteration 1F: 3 clusters Score -945529.6 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -946059.125000 Penalty: 921.363098
	Iteration 2F: 3 clusters Score -946059.1 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -946644.875000 Penalty: 921.363098
	Iteration 3F: 3 clusters Score -946644.9 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -947297.437500 Penalty: 921.363098
	Iteration 4F: 3 clusters Score -947297.4 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -947998.312500 Penalty: 921.363098
	Iteration 5F: 3 clusters Score -947998.3 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -948816.625000 Penalty: 921.363098
	Iteration 6F: 3 clusters Score -948816.6 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -949810.875000 Penalty: 921.363098
	Iteration 7F: 3 clusters Score -949810.9 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -950930.062500 Penalty: 921.363098
	Iteration 8F: 3 clusters Score -950930.1 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -952088.750000 Penalty: 921.363098
	Iteration 9F: 3 clusters Score -952088.8 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -953107.750000 Penalty: 921.363098
	Iteration 10Q: 3 clusters Score -953107.8 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -953893.875000 Penalty: 921.363098
	Iteration 11Q: 3 clusters Score -953893.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -954364.437500 Penalty: 921.363098
	Iteration 12Q: 3 clusters Score -954364.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -954589.750000 Penalty: 921.363098
	Iteration 13Q: 3 clusters Score -954589.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -954695.000000 Penalty: 921.363098
	Iteration 14Q: 3 clusters Score -954695 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -954746.312500 Penalty: 921.363098
	Iteration 15Q: 3 clusters Score -954746.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -954760.500000 Penalty: 921.363098
	Iteration 16Q: 3 clusters Score -954760.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -954777.562500 Penalty: 921.363098
	Iteration 17Q: 3 clusters Score -954777.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -954797.000000 Penalty: 921.363098
	Iteration 18Q: 3 clusters Score -954797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -954803.750000 Penalty: 921.363098
	Iteration 19Q: 3 clusters Score -954803.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -954808.750000 Penalty: 921.363098
	Iteration 20F: 3 clusters Score -954808.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -954808.250000 Penalty: 921.363098
	Iteration 21Q: 3 clusters Score -954808.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -954808.250000 Penalty: 921.363098
	Iteration 22F: 3 clusters Score -954808.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -34112.941406 Penalty: 305.605072
	Iteration 0F: 2 clusters Score -34112.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -33391.480469 Penalty: 611.210144
	Iteration 0F: 3 clusters Score -33391.48 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -33611.429688 Penalty: 611.210144
	Iteration 1F: 3 clusters Score -33611.43 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -33650.351562 Penalty: 611.210144
	Iteration 2F: 3 clusters Score -33650.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -33671.546875 Penalty: 611.210144
	Iteration 3F: 3 clusters Score -33671.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -33689.648438 Penalty: 611.210144
	Iteration 4Q: 3 clusters Score -33689.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -33710.035156 Penalty: 611.210144
	Iteration 5Q: 3 clusters Score -33710.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -33723.136719 Penalty: 611.210144
	Iteration 6Q: 3 clusters Score -33723.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -33729.730469 Penalty: 611.210144
	Iteration 7Q: 3 clusters Score -33729.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -33735.457031 Penalty: 611.210144
	Iteration 8Q: 3 clusters Score -33735.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -33742.152344 Penalty: 611.210144
	Iteration 9Q: 3 clusters Score -33742.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -33746.605469 Penalty: 611.210144
	Iteration 10Q: 3 clusters Score -33746.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -33749.207031 Penalty: 611.210144
	Iteration 11Q: 3 clusters Score -33749.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -33750.882812 Penalty: 611.210144
	Iteration 12Q: 3 clusters Score -33750.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -33752.925781 Penalty: 611.210144
	Iteration 13Q: 3 clusters Score -33752.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -33755.289062 Penalty: 611.210144
	Iteration 14Q: 3 clusters Score -33755.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -33758.230469 Penalty: 611.210144
	Iteration 15Q: 3 clusters Score -33758.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -33764.199219 Penalty: 611.210144
	Iteration 16Q: 3 clusters Score -33764.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -33769.078125 Penalty: 611.210144
	Iteration 17Q: 3 clusters Score -33769.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -33773.992188 Penalty: 611.210144
	Iteration 18Q: 3 clusters Score -33773.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -33775.554688 Penalty: 611.210144
	Iteration 19Q: 3 clusters Score -33775.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -33776.460938 Penalty: 611.210144
	Iteration 20F: 3 clusters Score -33776.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -33777.820312 Penalty: 611.210144
	Iteration 21Q: 3 clusters Score -33777.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -33779.703125 Penalty: 611.210144
	Iteration 22Q: 3 clusters Score -33779.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -33782.281250 Penalty: 611.210144
	Iteration 23Q: 3 clusters Score -33782.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -33784.105469 Penalty: 611.210144
	Iteration 24Q: 3 clusters Score -33784.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -33785.121094 Penalty: 611.210144
	Iteration 25Q: 3 clusters Score -33785.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -33788.324219 Penalty: 611.210144
	Iteration 26Q: 3 clusters Score -33788.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -33792.738281 Penalty: 611.210144
	Iteration 27Q: 3 clusters Score -33792.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -33795.675781 Penalty: 611.210144
	Iteration 28Q: 3 clusters Score -33795.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -33800.781250 Penalty: 611.210144
	Iteration 29Q: 3 clusters Score -33800.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -33807.320312 Penalty: 611.210144
	Iteration 30Q: 3 clusters Score -33807.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -33809.089844 Penalty: 611.210144
	Iteration 31Q: 3 clusters Score -33809.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -33814.222656 Penalty: 611.210144
	Iteration 32Q: 3 clusters Score -33814.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -33817.941406 Penalty: 611.210144
	Iteration 33Q: 3 clusters Score -33817.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -33820.777344 Penalty: 611.210144
	Iteration 34Q: 3 clusters Score -33820.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -33823.476562 Penalty: 611.210144
	Iteration 35Q: 3 clusters Score -33823.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -33826.332031 Penalty: 611.210144
	Iteration 36Q: 3 clusters Score -33826.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -33827.535156 Penalty: 611.210144
	Iteration 37Q: 3 clusters Score -33827.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -33828.851562 Penalty: 611.210144
	Iteration 38Q: 3 clusters Score -33828.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -33829.320312 Penalty: 611.210144
	Iteration 39Q: 3 clusters Score -33829.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -33829.320312 Penalty: 611.210144
	Iteration 40F: 3 clusters Score -33829.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 26734 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13034 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1682 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2585 members 
Mstep: Class 32 contains 2049 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285106 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7336 members 
Mstep: Class 44 contains 12104 members 
Mstep: Class 45 contains 57863 members 
Mstep: Class 46 contains 213647 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358270.000000 Penalty: 30100.029297
Iteration 239F: 50 clusters Score -2.835827e+07 nChanged 0
Entering ConstructFrom: 
Score: -28358270.000000 Penalty: 30100.029297
Entering ConstructFrom: 
Trying to split cluster 1 (3764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Entering Unmasked Estep 
Score: -145486.203125 Penalty: 374.612305
	Iteration 0F: 2 clusters Score -145486.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -142889.187500 Penalty: 749.224609
	Iteration 0F: 3 clusters Score -142889.2 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -143834.859375 Penalty: 749.224609
	Iteration 1F: 3 clusters Score -143834.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -143953.328125 Penalty: 749.224609
	Iteration 2F: 3 clusters Score -143953.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -144068.812500 Penalty: 749.224609
	Iteration 3F: 3 clusters Score -144068.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -144170.609375 Penalty: 749.224609
	Iteration 4F: 3 clusters Score -144170.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -144263.859375 Penalty: 749.224609
	Iteration 5Q: 3 clusters Score -144263.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -144364.218750 Penalty: 749.224609
	Iteration 6Q: 3 clusters Score -144364.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -144470.093750 Penalty: 749.224609
	Iteration 7Q: 3 clusters Score -144470.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -144557.750000 Penalty: 749.224609
	Iteration 8Q: 3 clusters Score -144557.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -144644.125000 Penalty: 749.224609
	Iteration 9Q: 3 clusters Score -144644.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -144708.593750 Penalty: 749.224609
	Iteration 10Q: 3 clusters Score -144708.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -144764.671875 Penalty: 749.224609
	Iteration 11Q: 3 clusters Score -144764.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -144801.406250 Penalty: 749.224609
	Iteration 12Q: 3 clusters Score -144801.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -144828.968750 Penalty: 749.224609
	Iteration 13Q: 3 clusters Score -144829 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -144854.562500 Penalty: 749.224609
	Iteration 14Q: 3 clusters Score -144854.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -144882.203125 Penalty: 749.224609
	Iteration 15Q: 3 clusters Score -144882.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -144918.406250 Penalty: 749.224609
	Iteration 16Q: 3 clusters Score -144918.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -144955.312500 Penalty: 749.224609
	Iteration 17Q: 3 clusters Score -144955.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -145004.468750 Penalty: 749.224609
	Iteration 18Q: 3 clusters Score -145004.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -145046.968750 Penalty: 749.224609
	Iteration 19Q: 3 clusters Score -145047 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -145091.718750 Penalty: 749.224609
	Iteration 20F: 3 clusters Score -145091.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -145136.468750 Penalty: 749.224609
	Iteration 21Q: 3 clusters Score -145136.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -145177.250000 Penalty: 749.224609
	Iteration 22Q: 3 clusters Score -145177.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -145203.171875 Penalty: 749.224609
	Iteration 23Q: 3 clusters Score -145203.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -145225.046875 Penalty: 749.224609
	Iteration 24Q: 3 clusters Score -145225 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -145239.531250 Penalty: 749.224609
	Iteration 25Q: 3 clusters Score -145239.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -145247.875000 Penalty: 749.224609
	Iteration 26Q: 3 clusters Score -145247.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -145252.093750 Penalty: 749.224609
	Iteration 27Q: 3 clusters Score -145252.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -145255.015625 Penalty: 749.224609
	Iteration 28Q: 3 clusters Score -145255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -145258.812500 Penalty: 749.224609
	Iteration 29Q: 3 clusters Score -145258.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -145260.921875 Penalty: 749.224609
	Iteration 30Q: 3 clusters Score -145260.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -145263.546875 Penalty: 749.224609
	Iteration 31Q: 3 clusters Score -145263.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -145264.812500 Penalty: 749.224609
	Iteration 32Q: 3 clusters Score -145264.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -145265.562500 Penalty: 749.224609
	Iteration 33Q: 3 clusters Score -145265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -145266.562500 Penalty: 749.224609
	Iteration 34Q: 3 clusters Score -145266.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -145266.906250 Penalty: 749.224609
	Iteration 35Q: 3 clusters Score -145266.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -145267.500000 Penalty: 749.224609
	Iteration 36Q: 3 clusters Score -145267.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -145267.875000 Penalty: 749.224609
	Iteration 37Q: 3 clusters Score -145267.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -145268.500000 Penalty: 749.224609
	Iteration 38Q: 3 clusters Score -145268.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -145269.140625 Penalty: 749.224609
	Iteration 39Q: 3 clusters Score -145269.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -145269.171875 Penalty: 749.224609
	Iteration 40F: 3 clusters Score -145269.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Entering Unmasked Estep 
Score: -257808.890625 Penalty: 399.818512
	Iteration 0F: 2 clusters Score -257808.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -253377.390625 Penalty: 799.637024
	Iteration 0F: 3 clusters Score -253377.4 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -255249.015625 Penalty: 799.637024
	Iteration 1F: 3 clusters Score -255249 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -255524.859375 Penalty: 799.637024
	Iteration 2F: 3 clusters Score -255524.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -255812.921875 Penalty: 799.637024
	Iteration 3F: 3 clusters Score -255812.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -256082.765625 Penalty: 799.637024
	Iteration 4F: 3 clusters Score -256082.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -256332.968750 Penalty: 799.637024
	Iteration 5F: 3 clusters Score -256333 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -256551.796875 Penalty: 799.637024
	Iteration 6F: 3 clusters Score -256551.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -256722.765625 Penalty: 799.637024
	Iteration 7Q: 3 clusters Score -256722.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -256838.531250 Penalty: 799.637024
	Iteration 8Q: 3 clusters Score -256838.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -256937.015625 Penalty: 799.637024
	Iteration 9Q: 3 clusters Score -256937 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -257031.578125 Penalty: 799.637024
	Iteration 10Q: 3 clusters Score -257031.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -257102.656250 Penalty: 799.637024
	Iteration 11Q: 3 clusters Score -257102.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -257167.984375 Penalty: 799.637024
	Iteration 12Q: 3 clusters Score -257168 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -257241.812500 Penalty: 799.637024
	Iteration 13Q: 3 clusters Score -257241.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -257319.375000 Penalty: 799.637024
	Iteration 14Q: 3 clusters Score -257319.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -257381.375000 Penalty: 799.637024
	Iteration 15Q: 3 clusters Score -257381.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -257424.671875 Penalty: 799.637024
	Iteration 16Q: 3 clusters Score -257424.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -257448.687500 Penalty: 799.637024
	Iteration 17Q: 3 clusters Score -257448.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -257463.390625 Penalty: 799.637024
	Iteration 18Q: 3 clusters Score -257463.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -257470.968750 Penalty: 799.637024
	Iteration 19Q: 3 clusters Score -257471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -257475.093750 Penalty: 799.637024
	Iteration 20F: 3 clusters Score -257475.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -257477.531250 Penalty: 799.637024
	Iteration 21Q: 3 clusters Score -257477.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -257479.703125 Penalty: 799.637024
	Iteration 22Q: 3 clusters Score -257479.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -257480.015625 Penalty: 799.637024
	Iteration 23Q: 3 clusters Score -257480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -257481.015625 Penalty: 799.637024
	Iteration 24Q: 3 clusters Score -257481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -257482.515625 Penalty: 799.637024
	Iteration 25Q: 3 clusters Score -257482.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -257484.500000 Penalty: 799.637024
	Iteration 26Q: 3 clusters Score -257484.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -257484.906250 Penalty: 799.637024
	Iteration 27Q: 3 clusters Score -257484.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -257485.750000 Penalty: 799.637024
	Iteration 28Q: 3 clusters Score -257485.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -257486.500000 Penalty: 799.637024
	Iteration 29Q: 3 clusters Score -257486.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -257486.906250 Penalty: 799.637024
	Iteration 30Q: 3 clusters Score -257486.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -257486.984375 Penalty: 799.637024
	Iteration 31Q: 3 clusters Score -257487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -257488.000000 Penalty: 799.637024
	Iteration 32Q: 3 clusters Score -257488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -257487.687500 Penalty: 799.637024
	Iteration 33Q: 3 clusters Score -257487.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -257487.687500 Penalty: 799.637024
	Iteration 34F: 3 clusters Score -257487.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Entering Unmasked Estep 
Score: -160860.453125 Penalty: 377.955719
	Iteration 0F: 2 clusters Score -160860.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -158136.421875 Penalty: 755.911438
	Iteration 0F: 3 clusters Score -158136.4 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -159101.312500 Penalty: 755.911438
	Iteration 1F: 3 clusters Score -159101.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -159198.421875 Penalty: 755.911438
	Iteration 2F: 3 clusters Score -159198.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -159322.203125 Penalty: 755.911438
	Iteration 3F: 3 clusters Score -159322.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -159444.406250 Penalty: 755.911438
	Iteration 4F: 3 clusters Score -159444.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -159595.250000 Penalty: 755.911438
	Iteration 5F: 3 clusters Score -159595.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -159717.265625 Penalty: 755.911438
	Iteration 6F: 3 clusters Score -159717.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -159811.953125 Penalty: 755.911438
	Iteration 7Q: 3 clusters Score -159812 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -159895.609375 Penalty: 755.911438
	Iteration 8Q: 3 clusters Score -159895.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -159978.062500 Penalty: 755.911438
	Iteration 9Q: 3 clusters Score -159978.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -160049.203125 Penalty: 755.911438
	Iteration 10Q: 3 clusters Score -160049.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -160119.250000 Penalty: 755.911438
	Iteration 11Q: 3 clusters Score -160119.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -160159.968750 Penalty: 755.911438
	Iteration 12Q: 3 clusters Score -160160 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -160192.390625 Penalty: 755.911438
	Iteration 13Q: 3 clusters Score -160192.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -160218.125000 Penalty: 755.911438
	Iteration 14Q: 3 clusters Score -160218.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -160242.343750 Penalty: 755.911438
	Iteration 15Q: 3 clusters Score -160242.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -160270.375000 Penalty: 755.911438
	Iteration 16Q: 3 clusters Score -160270.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -160302.421875 Penalty: 755.911438
	Iteration 17Q: 3 clusters Score -160302.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -160317.890625 Penalty: 755.911438
	Iteration 18Q: 3 clusters Score -160317.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -160328.734375 Penalty: 755.911438
	Iteration 19Q: 3 clusters Score -160328.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -160336.015625 Penalty: 755.911438
	Iteration 20F: 3 clusters Score -160336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -160342.968750 Penalty: 755.911438
	Iteration 21Q: 3 clusters Score -160343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -160353.390625 Penalty: 755.911438
	Iteration 22Q: 3 clusters Score -160353.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -160365.968750 Penalty: 755.911438
	Iteration 23Q: 3 clusters Score -160366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -160378.562500 Penalty: 755.911438
	Iteration 24Q: 3 clusters Score -160378.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -160396.140625 Penalty: 755.911438
	Iteration 25Q: 3 clusters Score -160396.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -160405.187500 Penalty: 755.911438
	Iteration 26Q: 3 clusters Score -160405.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -160415.937500 Penalty: 755.911438
	Iteration 27Q: 3 clusters Score -160415.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -160422.203125 Penalty: 755.911438
	Iteration 28Q: 3 clusters Score -160422.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -160425.953125 Penalty: 755.911438
	Iteration 29Q: 3 clusters Score -160426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -160429.968750 Penalty: 755.911438
	Iteration 30Q: 3 clusters Score -160430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -160438.453125 Penalty: 755.911438
	Iteration 31Q: 3 clusters Score -160438.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -160444.062500 Penalty: 755.911438
	Iteration 32Q: 3 clusters Score -160444.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -160452.046875 Penalty: 755.911438
	Iteration 33Q: 3 clusters Score -160452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -160461.031250 Penalty: 755.911438
	Iteration 34Q: 3 clusters Score -160461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -160471.984375 Penalty: 755.911438
	Iteration 35Q: 3 clusters Score -160472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -160492.328125 Penalty: 755.911438
	Iteration 36Q: 3 clusters Score -160492.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -160509.031250 Penalty: 755.911438
	Iteration 37Q: 3 clusters Score -160509 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -160525.046875 Penalty: 755.911438
	Iteration 38Q: 3 clusters Score -160525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -160536.171875 Penalty: 755.911438
	Iteration 39Q: 3 clusters Score -160536.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -160541.734375 Penalty: 755.911438
	Iteration 40F: 3 clusters Score -160541.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -160547.140625 Penalty: 755.911438
	Iteration 41Q: 3 clusters Score -160547.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -160550.078125 Penalty: 755.911438
	Iteration 42Q: 3 clusters Score -160550.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -160553.062500 Penalty: 755.911438
	Iteration 43Q: 3 clusters Score -160553.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -160554.765625 Penalty: 755.911438
	Iteration 44Q: 3 clusters Score -160554.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -160556.609375 Penalty: 755.911438
	Iteration 45Q: 3 clusters Score -160556.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -160558.765625 Penalty: 755.911438
	Iteration 46Q: 3 clusters Score -160558.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -160559.609375 Penalty: 755.911438
	Iteration 47Q: 3 clusters Score -160559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -160560.828125 Penalty: 755.911438
	Iteration 48Q: 3 clusters Score -160560.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -160562.343750 Penalty: 755.911438
	Iteration 49Q: 3 clusters Score -160562.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -160563.875000 Penalty: 755.911438
	Iteration 50Q: 3 clusters Score -160563.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -160563.875000 Penalty: 755.911438
	Iteration 51F: 3 clusters Score -160563.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -109879.093750 Penalty: 358.902161
	Iteration 0F: 2 clusters Score -109879.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -108017.664062 Penalty: 717.804321
	Iteration 0F: 3 clusters Score -108017.7 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -108793.921875 Penalty: 717.804321
	Iteration 1F: 3 clusters Score -108793.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -108990.773438 Penalty: 717.804321
	Iteration 2F: 3 clusters Score -108990.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -109211.250000 Penalty: 717.804321
	Iteration 3F: 3 clusters Score -109211.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -109383.070312 Penalty: 717.804321
	Iteration 4F: 3 clusters Score -109383.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -109485.281250 Penalty: 717.804321
	Iteration 5F: 3 clusters Score -109485.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -109549.125000 Penalty: 717.804321
	Iteration 6Q: 3 clusters Score -109549.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -109595.343750 Penalty: 717.804321
	Iteration 7Q: 3 clusters Score -109595.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -109614.703125 Penalty: 717.804321
	Iteration 8Q: 3 clusters Score -109614.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -109628.203125 Penalty: 717.804321
	Iteration 9Q: 3 clusters Score -109628.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -109641.828125 Penalty: 717.804321
	Iteration 10Q: 3 clusters Score -109641.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -109652.671875 Penalty: 717.804321
	Iteration 11Q: 3 clusters Score -109652.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -109664.820312 Penalty: 717.804321
	Iteration 12Q: 3 clusters Score -109664.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -109673.656250 Penalty: 717.804321
	Iteration 13Q: 3 clusters Score -109673.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -109682.421875 Penalty: 717.804321
	Iteration 14Q: 3 clusters Score -109682.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -109685.976562 Penalty: 717.804321
	Iteration 15Q: 3 clusters Score -109686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -109689.773438 Penalty: 717.804321
	Iteration 16Q: 3 clusters Score -109689.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -109691.812500 Penalty: 717.804321
	Iteration 17Q: 3 clusters Score -109691.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -109695.390625 Penalty: 717.804321
	Iteration 18Q: 3 clusters Score -109695.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -109702.476562 Penalty: 717.804321
	Iteration 19Q: 3 clusters Score -109702.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -109711.500000 Penalty: 717.804321
	Iteration 20F: 3 clusters Score -109711.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -109717.671875 Penalty: 717.804321
	Iteration 21Q: 3 clusters Score -109717.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -109722.210938 Penalty: 717.804321
	Iteration 22Q: 3 clusters Score -109722.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -109725.757812 Penalty: 717.804321
	Iteration 23Q: 3 clusters Score -109725.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -109727.265625 Penalty: 717.804321
	Iteration 24Q: 3 clusters Score -109727.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -109728.054688 Penalty: 717.804321
	Iteration 25Q: 3 clusters Score -109728.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -109729.492188 Penalty: 717.804321
	Iteration 26Q: 3 clusters Score -109729.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -109730.500000 Penalty: 717.804321
	Iteration 27Q: 3 clusters Score -109730.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -109732.820312 Penalty: 717.804321
	Iteration 28Q: 3 clusters Score -109732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -109734.703125 Penalty: 717.804321
	Iteration 29Q: 3 clusters Score -109734.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -109735.507812 Penalty: 717.804321
	Iteration 30Q: 3 clusters Score -109735.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -109735.476562 Penalty: 717.804321
	Iteration 31Q: 3 clusters Score -109735.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -109735.578125 Penalty: 717.804321
	Iteration 32Q: 3 clusters Score -109735.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -109735.890625 Penalty: 717.804321
	Iteration 33Q: 3 clusters Score -109735.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -109735.812500 Penalty: 717.804321
	Iteration 34Q: 3 clusters Score -109735.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -109735.953125 Penalty: 717.804321
	Iteration 35Q: 3 clusters Score -109736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -109736.273438 Penalty: 717.804321
	Iteration 36Q: 3 clusters Score -109736.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -109736.398438 Penalty: 717.804321
	Iteration 37Q: 3 clusters Score -109736.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -109736.398438 Penalty: 717.804321
	Iteration 38F: 3 clusters Score -109736.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Entering Unmasked Estep 
Score: -96216.695312 Penalty: 350.997498
	Iteration 0F: 2 clusters Score -96216.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -94605.429688 Penalty: 701.994995
	Iteration 0F: 3 clusters Score -94605.43 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -95126.484375 Penalty: 701.994995
	Iteration 1F: 3 clusters Score -95126.48 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -95184.914062 Penalty: 701.994995
	Iteration 2F: 3 clusters Score -95184.91 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -95218.234375 Penalty: 701.994995
	Iteration 3Q: 3 clusters Score -95218.23 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -95251.515625 Penalty: 701.994995
	Iteration 4Q: 3 clusters Score -95251.52 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -95280.765625 Penalty: 701.994995
	Iteration 5Q: 3 clusters Score -95280.77 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -95309.015625 Penalty: 701.994995
	Iteration 6Q: 3 clusters Score -95309.02 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -95332.156250 Penalty: 701.994995
	Iteration 7Q: 3 clusters Score -95332.16 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -95357.625000 Penalty: 701.994995
	Iteration 8Q: 3 clusters Score -95357.62 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -95387.742188 Penalty: 701.994995
	Iteration 9Q: 3 clusters Score -95387.74 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -95418.601562 Penalty: 701.994995
	Iteration 10Q: 3 clusters Score -95418.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -95452.617188 Penalty: 701.994995
	Iteration 11Q: 3 clusters Score -95452.62 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -95486.632812 Penalty: 701.994995
	Iteration 12Q: 3 clusters Score -95486.63 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -95528.937500 Penalty: 701.994995
	Iteration 13Q: 3 clusters Score -95528.94 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -95573.085938 Penalty: 701.994995
	Iteration 14Q: 3 clusters Score -95573.09 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -95618.984375 Penalty: 701.994995
	Iteration 15Q: 3 clusters Score -95618.98 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -95666.710938 Penalty: 701.994995
	Iteration 16Q: 3 clusters Score -95666.71 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -95708.164062 Penalty: 701.994995
	Iteration 17Q: 3 clusters Score -95708.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -95742.445312 Penalty: 701.994995
	Iteration 18Q: 3 clusters Score -95742.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -95764.023438 Penalty: 701.994995
	Iteration 19Q: 3 clusters Score -95764.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -95791.359375 Penalty: 701.994995
	Iteration 20F: 3 clusters Score -95791.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -95812.968750 Penalty: 701.994995
	Iteration 21Q: 3 clusters Score -95812.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -95823.453125 Penalty: 701.994995
	Iteration 22Q: 3 clusters Score -95823.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -95831.226562 Penalty: 701.994995
	Iteration 23Q: 3 clusters Score -95831.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -95840.468750 Penalty: 701.994995
	Iteration 24Q: 3 clusters Score -95840.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -95854.578125 Penalty: 701.994995
	Iteration 25Q: 3 clusters Score -95854.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -95874.148438 Penalty: 701.994995
	Iteration 26Q: 3 clusters Score -95874.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -95883.085938 Penalty: 701.994995
	Iteration 27Q: 3 clusters Score -95883.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -95887.031250 Penalty: 701.994995
	Iteration 28Q: 3 clusters Score -95887.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -95889.648438 Penalty: 701.994995
	Iteration 29Q: 3 clusters Score -95889.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -95894.492188 Penalty: 701.994995
	Iteration 30Q: 3 clusters Score -95894.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -95898.992188 Penalty: 701.994995
	Iteration 31Q: 3 clusters Score -95898.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -95900.281250 Penalty: 701.994995
	Iteration 32Q: 3 clusters Score -95900.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -95902.640625 Penalty: 701.994995
	Iteration 33Q: 3 clusters Score -95902.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -95906.976562 Penalty: 701.994995
	Iteration 34Q: 3 clusters Score -95906.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -95910.812500 Penalty: 701.994995
	Iteration 35Q: 3 clusters Score -95910.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -95912.250000 Penalty: 701.994995
	Iteration 36Q: 3 clusters Score -95912.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -95913.695312 Penalty: 701.994995
	Iteration 37Q: 3 clusters Score -95913.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -95913.695312 Penalty: 701.994995
	Iteration 38F: 3 clusters Score -95913.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Entering Unmasked Estep 
Score: -1091918.375000 Penalty: 463.812958
	Iteration 0F: 2 clusters Score -1091918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1074081.500000 Penalty: 927.625916
	Iteration 0F: 3 clusters Score -1074082 nChanged 12838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1081705.875000 Penalty: 927.625916
	Iteration 1F: 3 clusters Score -1081706 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1083010.125000 Penalty: 927.625916
	Iteration 2F: 3 clusters Score -1083010 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1084929.750000 Penalty: 927.625916
	Iteration 3F: 3 clusters Score -1084930 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1087091.625000 Penalty: 927.625916
	Iteration 4F: 3 clusters Score -1087092 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1089020.250000 Penalty: 927.625916
	Iteration 5F: 3 clusters Score -1089020 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1090257.375000 Penalty: 927.625916
	Iteration 6Q: 3 clusters Score -1090257 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1090832.875000 Penalty: 927.625916
	Iteration 7Q: 3 clusters Score -1090833 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1091053.750000 Penalty: 927.625916
	Iteration 8Q: 3 clusters Score -1091054 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1091164.250000 Penalty: 927.625916
	Iteration 9Q: 3 clusters Score -1091164 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1091221.250000 Penalty: 927.625916
	Iteration 10Q: 3 clusters Score -1091221 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1091262.375000 Penalty: 927.625916
	Iteration 11Q: 3 clusters Score -1091262 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1091308.500000 Penalty: 927.625916
	Iteration 12Q: 3 clusters Score -1091308 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1091354.125000 Penalty: 927.625916
	Iteration 13Q: 3 clusters Score -1091354 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1091393.875000 Penalty: 927.625916
	Iteration 14Q: 3 clusters Score -1091394 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1091427.875000 Penalty: 927.625916
	Iteration 15Q: 3 clusters Score -1091428 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1091460.625000 Penalty: 927.625916
	Iteration 16Q: 3 clusters Score -1091461 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1091476.500000 Penalty: 927.625916
	Iteration 17Q: 3 clusters Score -1091476 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1091488.250000 Penalty: 927.625916
	Iteration 18Q: 3 clusters Score -1091488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1091505.375000 Penalty: 927.625916
	Iteration 19Q: 3 clusters Score -1091505 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1091524.250000 Penalty: 927.625916
	Iteration 20F: 3 clusters Score -1091524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1091540.125000 Penalty: 927.625916
	Iteration 21Q: 3 clusters Score -1091540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1091548.625000 Penalty: 927.625916
	Iteration 22Q: 3 clusters Score -1091549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1091556.500000 Penalty: 927.625916
	Iteration 23Q: 3 clusters Score -1091556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1091562.000000 Penalty: 927.625916
	Iteration 24Q: 3 clusters Score -1091562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1091567.250000 Penalty: 927.625916
	Iteration 25Q: 3 clusters Score -1091567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1091569.625000 Penalty: 927.625916
	Iteration 26Q: 3 clusters Score -1091570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1091570.875000 Penalty: 927.625916
	Iteration 27Q: 3 clusters Score -1091571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1091572.625000 Penalty: 927.625916
	Iteration 28Q: 3 clusters Score -1091573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1091571.250000 Penalty: 927.625916
	Iteration 29Q: 3 clusters Score -1091571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1091574.500000 Penalty: 927.625916
	Iteration 30Q: 3 clusters Score -1091574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1091578.000000 Penalty: 927.625916
	Iteration 31Q: 3 clusters Score -1091578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1091581.875000 Penalty: 927.625916
	Iteration 32Q: 3 clusters Score -1091582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1091586.250000 Penalty: 927.625916
	Iteration 33Q: 3 clusters Score -1091586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1091589.500000 Penalty: 927.625916
	Iteration 34Q: 3 clusters Score -1091590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1091595.000000 Penalty: 927.625916
	Iteration 35Q: 3 clusters Score -1091595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1091597.750000 Penalty: 927.625916
	Iteration 36Q: 3 clusters Score -1091598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1091602.375000 Penalty: 927.625916
	Iteration 37Q: 3 clusters Score -1091602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1091604.500000 Penalty: 927.625916
	Iteration 38Q: 3 clusters Score -1091604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1091606.500000 Penalty: 927.625916
	Iteration 39Q: 3 clusters Score -1091606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1091607.125000 Penalty: 927.625916
	Iteration 40F: 3 clusters Score -1091607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -70221.304688 Penalty: 343.146576
	Iteration 0F: 2 clusters Score -70221.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -68868.453125 Penalty: 686.293152
	Iteration 0F: 3 clusters Score -68868.45 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -69346.734375 Penalty: 686.293152
	Iteration 1F: 3 clusters Score -69346.73 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -69452.304688 Penalty: 686.293152
	Iteration 2F: 3 clusters Score -69452.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -69527.429688 Penalty: 686.293152
	Iteration 3F: 3 clusters Score -69527.43 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -69590.828125 Penalty: 686.293152
	Iteration 4F: 3 clusters Score -69590.83 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -69655.179688 Penalty: 686.293152
	Iteration 5Q: 3 clusters Score -69655.18 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -69712.031250 Penalty: 686.293152
	Iteration 6Q: 3 clusters Score -69712.03 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -69756.101562 Penalty: 686.293152
	Iteration 7Q: 3 clusters Score -69756.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -69789.664062 Penalty: 686.293152
	Iteration 8Q: 3 clusters Score -69789.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -69832.812500 Penalty: 686.293152
	Iteration 9Q: 3 clusters Score -69832.81 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -69872.648438 Penalty: 686.293152
	Iteration 10Q: 3 clusters Score -69872.65 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -69899.445312 Penalty: 686.293152
	Iteration 11Q: 3 clusters Score -69899.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -69914.078125 Penalty: 686.293152
	Iteration 12Q: 3 clusters Score -69914.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -69935.851562 Penalty: 686.293152
	Iteration 13Q: 3 clusters Score -69935.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -69946.914062 Penalty: 686.293152
	Iteration 14Q: 3 clusters Score -69946.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -69962.289062 Penalty: 686.293152
	Iteration 15Q: 3 clusters Score -69962.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -69979.437500 Penalty: 686.293152
	Iteration 16Q: 3 clusters Score -69979.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -69988.414062 Penalty: 686.293152
	Iteration 17Q: 3 clusters Score -69988.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -69996.976562 Penalty: 686.293152
	Iteration 18Q: 3 clusters Score -69996.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -70003.242188 Penalty: 686.293152
	Iteration 19Q: 3 clusters Score -70003.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -70010.562500 Penalty: 686.293152
	Iteration 20F: 3 clusters Score -70010.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -70013.921875 Penalty: 686.293152
	Iteration 21Q: 3 clusters Score -70013.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -70020.062500 Penalty: 686.293152
	Iteration 22Q: 3 clusters Score -70020.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -70028.218750 Penalty: 686.293152
	Iteration 23Q: 3 clusters Score -70028.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -70031.578125 Penalty: 686.293152
	Iteration 24Q: 3 clusters Score -70031.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -70033.343750 Penalty: 686.293152
	Iteration 25Q: 3 clusters Score -70033.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -70035.898438 Penalty: 686.293152
	Iteration 26Q: 3 clusters Score -70035.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -70040.953125 Penalty: 686.293152
	Iteration 27Q: 3 clusters Score -70040.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -70047.460938 Penalty: 686.293152
	Iteration 28Q: 3 clusters Score -70047.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -70056.335938 Penalty: 686.293152
	Iteration 29Q: 3 clusters Score -70056.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -70071.078125 Penalty: 686.293152
	Iteration 30Q: 3 clusters Score -70071.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -70085.812500 Penalty: 686.293152
	Iteration 31Q: 3 clusters Score -70085.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -70102.750000 Penalty: 686.293152
	Iteration 32Q: 3 clusters Score -70102.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -70108.960938 Penalty: 686.293152
	Iteration 33Q: 3 clusters Score -70108.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -70115.937500 Penalty: 686.293152
	Iteration 34Q: 3 clusters Score -70115.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -70121.578125 Penalty: 686.293152
	Iteration 35Q: 3 clusters Score -70121.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -70128.125000 Penalty: 686.293152
	Iteration 36Q: 3 clusters Score -70128.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -70137.914062 Penalty: 686.293152
	Iteration 37Q: 3 clusters Score -70137.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -70150.500000 Penalty: 686.293152
	Iteration 38Q: 3 clusters Score -70150.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -70158.929688 Penalty: 686.293152
	Iteration 39Q: 3 clusters Score -70158.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -70167.500000 Penalty: 686.293152
	Iteration 40F: 3 clusters Score -70167.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -70174.445312 Penalty: 686.293152
	Iteration 41Q: 3 clusters Score -70174.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -70182.750000 Penalty: 686.293152
	Iteration 42Q: 3 clusters Score -70182.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -70193.421875 Penalty: 686.293152
	Iteration 43Q: 3 clusters Score -70193.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -70207.859375 Penalty: 686.293152
	Iteration 44Q: 3 clusters Score -70207.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -70216.765625 Penalty: 686.293152
	Iteration 45Q: 3 clusters Score -70216.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -70222.867188 Penalty: 686.293152
	Iteration 46Q: 3 clusters Score -70222.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -70227.750000 Penalty: 686.293152
	Iteration 47Q: 3 clusters Score -70227.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -70230.054688 Penalty: 686.293152
	Iteration 48Q: 3 clusters Score -70230.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -70230.875000 Penalty: 686.293152
	Iteration 49Q: 3 clusters Score -70230.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -70232.062500 Penalty: 686.293152
	Iteration 50Q: 3 clusters Score -70232.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -70232.695312 Penalty: 686.293152
	Iteration 51Q: 3 clusters Score -70232.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -70233.429688 Penalty: 686.293152
	Iteration 52Q: 3 clusters Score -70233.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -70234.210938 Penalty: 686.293152
	Iteration 53Q: 3 clusters Score -70234.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -70234.210938 Penalty: 686.293152
	Iteration 54F: 3 clusters Score -70234.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 4 contains 1271 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 26734 members 
Mstep: Class 8 contains 614 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 13034 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1682 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1684 members 
Mstep: Class 31 contains 2585 members 
Mstep: Class 32 contains 2049 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 285106 members 
Mstep: Class 36 contains 347 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 222 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 7336 members 
Mstep: Class 44 contains 12104 members 
Mstep: Class 45 contains 57863 members 
Mstep: Class 46 contains 213647 members 
Mstep: Class 47 contains 714 members 
Mstep: Class 48 contains 2583 members 
Mstep: Class 49 contains 24956 members 
Mstep: Class 50 contains 826 members 
Entering Unmasked Estep 
Score: -28358016.000000 Penalty: 30714.316406
Splitting cluster 8 changes total score from -28358270.000000 to -28358016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (3203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Entering Unmasked Estep 
Score: -123046.500000 Penalty: 367.268860
	Iteration 0F: 2 clusters Score -123046.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -120849.210938 Penalty: 734.537720
	Iteration 0F: 3 clusters Score -120849.2 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -121660.570312 Penalty: 734.537720
	Iteration 1F: 3 clusters Score -121660.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -121839.968750 Penalty: 734.537720
	Iteration 2F: 3 clusters Score -121840 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -121979.648438 Penalty: 734.537720
	Iteration 3F: 3 clusters Score -121979.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -122120.585938 Penalty: 734.537720
	Iteration 4F: 3 clusters Score -122120.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -122231.062500 Penalty: 734.537720
	Iteration 5F: 3 clusters Score -122231.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -122306.960938 Penalty: 734.537720
	Iteration 6Q: 3 clusters Score -122307 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -122373.281250 Penalty: 734.537720
	Iteration 7Q: 3 clusters Score -122373.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -122415.703125 Penalty: 734.537720
	Iteration 8Q: 3 clusters Score -122415.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -122455.976562 Penalty: 734.537720
	Iteration 9Q: 3 clusters Score -122456 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -122496.718750 Penalty: 734.537720
	Iteration 10Q: 3 clusters Score -122496.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -122515.398438 Penalty: 734.537720
	Iteration 11Q: 3 clusters Score -122515.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -122535.421875 Penalty: 734.537720
	Iteration 12Q: 3 clusters Score -122535.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -122556.320312 Penalty: 734.537720
	Iteration 13Q: 3 clusters Score -122556.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -122581.726562 Penalty: 734.537720
	Iteration 14Q: 3 clusters Score -122581.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -122599.554688 Penalty: 734.537720
	Iteration 15Q: 3 clusters Score -122599.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -122613.140625 Penalty: 734.537720
	Iteration 16Q: 3 clusters Score -122613.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -122621.781250 Penalty: 734.537720
	Iteration 17Q: 3 clusters Score -122621.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -122630.601562 Penalty: 734.537720
	Iteration 18Q: 3 clusters Score -122630.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -122642.070312 Penalty: 734.537720
	Iteration 19Q: 3 clusters Score -122642.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -122649.046875 Penalty: 734.537720
	Iteration 20F: 3 clusters Score -122649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -122654.648438 Penalty: 734.537720
	Iteration 21Q: 3 clusters Score -122654.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -122660.703125 Penalty: 734.537720
	Iteration 22Q: 3 clusters Score -122660.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -122664.281250 Penalty: 734.537720
	Iteration 23Q: 3 clusters Score -122664.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -122665.742188 Penalty: 734.537720
	Iteration 24Q: 3 clusters Score -122665.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -122666.007812 Penalty: 734.537720
	Iteration 25Q: 3 clusters Score -122666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -122667.320312 Penalty: 734.537720
	Iteration 26Q: 3 clusters Score -122667.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -122668.421875 Penalty: 734.537720
	Iteration 27Q: 3 clusters Score -122668.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -122670.304688 Penalty: 734.537720
	Iteration 28Q: 3 clusters Score -122670.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -122671.625000 Penalty: 734.537720
	Iteration 29Q: 3 clusters Score -122671.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -122673.218750 Penalty: 734.537720
	Iteration 30Q: 3 clusters Score -122673.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -122674.468750 Penalty: 734.537720
	Iteration 31Q: 3 clusters Score -122674.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -122675.437500 Penalty: 734.537720
	Iteration 32Q: 3 clusters Score -122675.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -122676.914062 Penalty: 734.537720
	Iteration 33Q: 3 clusters Score -122676.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -122677.898438 Penalty: 734.537720
	Iteration 34Q: 3 clusters Score -122677.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -122678.156250 Penalty: 734.537720
	Iteration 35Q: 3 clusters Score -122678.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -122678.125000 Penalty: 734.537720
	Iteration 36Q: 3 clusters Score -122678.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -122678.125000 Penalty: 734.537720
	Iteration 37F: 3 clusters Score -122678.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Entering Unmasked Estep 
Score: -240814.046875 Penalty: 396.460510
	Iteration 0F: 2 clusters Score -240814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -236744.406250 Penalty: 792.921021
	Iteration 0F: 3 clusters Score -236744.4 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -238303.984375 Penalty: 792.921021
	Iteration 1F: 3 clusters Score -238304 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -238464.578125 Penalty: 792.921021
	Iteration 2F: 3 clusters Score -238464.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -238642.718750 Penalty: 792.921021
	Iteration 3F: 3 clusters Score -238642.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -238779.234375 Penalty: 792.921021
	Iteration 4F: 3 clusters Score -238779.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -238898.734375 Penalty: 792.921021
	Iteration 5Q: 3 clusters Score -238898.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -239039.312500 Penalty: 792.921021
	Iteration 6Q: 3 clusters Score -239039.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -239210.218750 Penalty: 792.921021
	Iteration 7Q: 3 clusters Score -239210.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -239445.156250 Penalty: 792.921021
	Iteration 8F: 3 clusters Score -239445.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -239700.250000 Penalty: 792.921021
	Iteration 9F: 3 clusters Score -239700.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -239842.468750 Penalty: 792.921021
	Iteration 10Q: 3 clusters Score -239842.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -239933.671875 Penalty: 792.921021
	Iteration 11Q: 3 clusters Score -239933.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -240001.140625 Penalty: 792.921021
	Iteration 12Q: 3 clusters Score -240001.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -240056.406250 Penalty: 792.921021
	Iteration 13Q: 3 clusters Score -240056.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -240100.187500 Penalty: 792.921021
	Iteration 14Q: 3 clusters Score -240100.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -240127.343750 Penalty: 792.921021
	Iteration 15Q: 3 clusters Score -240127.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -240150.531250 Penalty: 792.921021
	Iteration 16Q: 3 clusters Score -240150.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -240168.984375 Penalty: 792.921021
	Iteration 17Q: 3 clusters Score -240169 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -240182.593750 Penalty: 792.921021
	Iteration 18Q: 3 clusters Score -240182.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -240191.937500 Penalty: 792.921021
	Iteration 19Q: 3 clusters Score -240191.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -240201.046875 Penalty: 792.921021
	Iteration 20F: 3 clusters Score -240201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -240208.343750 Penalty: 792.921021
	Iteration 21Q: 3 clusters Score -240208.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -240213.437500 Penalty: 792.921021
	Iteration 22Q: 3 clusters Score -240213.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -240216.625000 Penalty: 792.921021
	Iteration 23Q: 3 clusters Score -240216.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -240220.187500 Penalty: 792.921021
	Iteration 24Q: 3 clusters Score -240220.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -240221.484375 Penalty: 792.921021
	Iteration 25Q: 3 clusters Score -240221.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -240221.890625 Penalty: 792.921021
	Iteration 26Q: 3 clusters Score -240221.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -240222.828125 Penalty: 792.921021
	Iteration 27Q: 3 clusters Score -240222.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -240223.750000 Penalty: 792.921021
	Iteration 28Q: 3 clusters Score -240223.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -240224.265625 Penalty: 792.921021
	Iteration 29Q: 3 clusters Score -240224.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -240226.312500 Penalty: 792.921021
	Iteration 30Q: 3 clusters Score -240226.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -240228.937500 Penalty: 792.921021
	Iteration 31Q: 3 clusters Score -240228.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -240232.187500 Penalty: 792.921021
	Iteration 32Q: 3 clusters Score -240232.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -240234.078125 Penalty: 792.921021
	Iteration 33Q: 3 clusters Score -240234.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -240236.265625 Penalty: 792.921021
	Iteration 34Q: 3 clusters Score -240236.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -240237.953125 Penalty: 792.921021
	Iteration 35Q: 3 clusters Score -240238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -240239.296875 Penalty: 792.921021
	Iteration 36Q: 3 clusters Score -240239.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -240241.640625 Penalty: 792.921021
	Iteration 37Q: 3 clusters Score -240241.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -240242.765625 Penalty: 792.921021
	Iteration 38Q: 3 clusters Score -240242.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -240244.968750 Penalty: 792.921021
	Iteration 39Q: 3 clusters Score -240245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -240246.703125 Penalty: 792.921021
	Iteration 40F: 3 clusters Score -240246.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -240249.718750 Penalty: 792.921021
	Iteration 41Q: 3 clusters Score -240249.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -240251.625000 Penalty: 792.921021
	Iteration 42Q: 3 clusters Score -240251.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -240253.109375 Penalty: 792.921021
	Iteration 43Q: 3 clusters Score -240253.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -240254.062500 Penalty: 792.921021
	Iteration 44Q: 3 clusters Score -240254.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -240254.937500 Penalty: 792.921021
	Iteration 45Q: 3 clusters Score -240254.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -240255.781250 Penalty: 792.921021
	Iteration 46Q: 3 clusters Score -240255.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -240255.703125 Penalty: 792.921021
	Iteration 47Q: 3 clusters Score -240255.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -240256.625000 Penalty: 792.921021
	Iteration 48Q: 3 clusters Score -240256.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -240257.875000 Penalty: 792.921021
	Iteration 49Q: 3 clusters Score -240257.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -240258.937500 Penalty: 792.921021
	Iteration 50Q: 3 clusters Score -240258.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -240260.203125 Penalty: 792.921021
	Iteration 51Q: 3 clusters Score -240260.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -240262.843750 Penalty: 792.921021
	Iteration 52Q: 3 clusters Score -240262.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -240263.890625 Penalty: 792.921021
	Iteration 53Q: 3 clusters Score -240263.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -240264.906250 Penalty: 792.921021
	Iteration 54Q: 3 clusters Score -240264.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -240266.015625 Penalty: 792.921021
	Iteration 55Q: 3 clusters Score -240266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -240266.250000 Penalty: 792.921021
	Iteration 56Q: 3 clusters Score -240266.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -240267.171875 Penalty: 792.921021
	Iteration 57Q: 3 clusters Score -240267.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -240267.890625 Penalty: 792.921021
	Iteration 58Q: 3 clusters Score -240267.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -240268.875000 Penalty: 792.921021
	Iteration 59Q: 3 clusters Score -240268.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -240268.890625 Penalty: 792.921021
	Iteration 60F: 3 clusters Score -240268.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -240269.156250 Penalty: 792.921021
	Iteration 61Q: 3 clusters Score -240269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -240269.437500 Penalty: 792.921021
	Iteration 62Q: 3 clusters Score -240269.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -240269.921875 Penalty: 792.921021
	Iteration 63Q: 3 clusters Score -240269.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -240270.234375 Penalty: 792.921021
	Iteration 64Q: 3 clusters Score -240270.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -240270.000000 Penalty: 792.921021
	Iteration 65Q: 3 clusters Score -240270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -240270.968750 Penalty: 792.921021
	Iteration 66Q: 3 clusters Score -240271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -240271.703125 Penalty: 792.921021
	Iteration 67Q: 3 clusters Score -240271.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -240272.468750 Penalty: 792.921021
	Iteration 68Q: 3 clusters Score -240272.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -240273.093750 Penalty: 792.921021
	Iteration 69Q: 3 clusters Score -240273.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -240273.906250 Penalty: 792.921021
	Iteration 70Q: 3 clusters Score -240273.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -240274.171875 Penalty: 792.921021
	Iteration 71Q: 3 clusters Score -240274.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -240274.171875 Penalty: 792.921021
	Iteration 72Q: 3 clusters Score -240274.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -240274.171875 Penalty: 792.921021
	Iteration 73F: 3 clusters Score -240274.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Entering Unmasked Estep 
Score: -130440.507812 Penalty: 367.987640
	Iteration 0F: 2 clusters Score -130440.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -128163.585938 Penalty: 735.975281
	Iteration 0F: 3 clusters Score -128163.6 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -128928.929688 Penalty: 735.975281
	Iteration 1F: 3 clusters Score -128928.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -129013.054688 Penalty: 735.975281
	Iteration 2F: 3 clusters Score -129013.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -129074.929688 Penalty: 735.975281
	Iteration 3F: 3 clusters Score -129074.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -129149.593750 Penalty: 735.975281
	Iteration 4F: 3 clusters Score -129149.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -129230.710938 Penalty: 735.975281
	Iteration 5F: 3 clusters Score -129230.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -129319.265625 Penalty: 735.975281
	Iteration 6Q: 3 clusters Score -129319.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -129426.429688 Penalty: 735.975281
	Iteration 7F: 3 clusters Score -129426.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -129548.351562 Penalty: 735.975281
	Iteration 8F: 3 clusters Score -129548.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -129694.945312 Penalty: 735.975281
	Iteration 9F: 3 clusters Score -129694.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -129827.500000 Penalty: 735.975281
	Iteration 10F: 3 clusters Score -129827.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -129932.015625 Penalty: 735.975281
	Iteration 11Q: 3 clusters Score -129932 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -129996.015625 Penalty: 735.975281
	Iteration 12Q: 3 clusters Score -129996 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -130038.812500 Penalty: 735.975281
	Iteration 13Q: 3 clusters Score -130038.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -130059.500000 Penalty: 735.975281
	Iteration 14Q: 3 clusters Score -130059.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -130076.187500 Penalty: 735.975281
	Iteration 15Q: 3 clusters Score -130076.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -130084.750000 Penalty: 735.975281
	Iteration 16Q: 3 clusters Score -130084.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -130092.804688 Penalty: 735.975281
	Iteration 17Q: 3 clusters Score -130092.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -130101.570312 Penalty: 735.975281
	Iteration 18Q: 3 clusters Score -130101.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -130111.921875 Penalty: 735.975281
	Iteration 19Q: 3 clusters Score -130111.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -130125.101562 Penalty: 735.975281
	Iteration 20F: 3 clusters Score -130125.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -130130.703125 Penalty: 735.975281
	Iteration 21Q: 3 clusters Score -130130.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -130139.601562 Penalty: 735.975281
	Iteration 22Q: 3 clusters Score -130139.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -130144.203125 Penalty: 735.975281
	Iteration 23Q: 3 clusters Score -130144.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -130146.171875 Penalty: 735.975281
	Iteration 24Q: 3 clusters Score -130146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -130147.257812 Penalty: 735.975281
	Iteration 25Q: 3 clusters Score -130147.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -130147.843750 Penalty: 735.975281
	Iteration 26Q: 3 clusters Score -130147.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -130150.312500 Penalty: 735.975281
	Iteration 27Q: 3 clusters Score -130150.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -130154.445312 Penalty: 735.975281
	Iteration 28Q: 3 clusters Score -130154.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -130155.554688 Penalty: 735.975281
	Iteration 29Q: 3 clusters Score -130155.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -130156.710938 Penalty: 735.975281
	Iteration 30Q: 3 clusters Score -130156.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -130158.343750 Penalty: 735.975281
	Iteration 31Q: 3 clusters Score -130158.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -130159.679688 Penalty: 735.975281
	Iteration 32Q: 3 clusters Score -130159.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -130162.226562 Penalty: 735.975281
	Iteration 33Q: 3 clusters Score -130162.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -130164.890625 Penalty: 735.975281
	Iteration 34Q: 3 clusters Score -130164.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -130170.742188 Penalty: 735.975281
	Iteration 35Q: 3 clusters Score -130170.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -130173.023438 Penalty: 735.975281
	Iteration 36Q: 3 clusters Score -130173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -130176.328125 Penalty: 735.975281
	Iteration 37Q: 3 clusters Score -130176.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -130180.781250 Penalty: 735.975281
	Iteration 38Q: 3 clusters Score -130180.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -130186.218750 Penalty: 735.975281
	Iteration 39Q: 3 clusters Score -130186.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -130202.304688 Penalty: 735.975281
	Iteration 40F: 3 clusters Score -130202.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -130204.757812 Penalty: 735.975281
	Iteration 41Q: 3 clusters Score -130204.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -130206.359375 Penalty: 735.975281
	Iteration 42Q: 3 clusters Score -130206.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -130207.617188 Penalty: 735.975281
	Iteration 43Q: 3 clusters Score -130207.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -130207.617188 Penalty: 735.975281
	Iteration 44F: 3 clusters Score -130207.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -65020.042969 Penalty: 336.337433
	Iteration 0F: 2 clusters Score -65020.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -63801.160156 Penalty: 672.674866
	Iteration 0F: 3 clusters Score -63801.16 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -64244.335938 Penalty: 672.674866
	Iteration 1F: 3 clusters Score -64244.34 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -64379.984375 Penalty: 672.674866
	Iteration 2F: 3 clusters Score -64379.98 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -64485.566406 Penalty: 672.674866
	Iteration 3F: 3 clusters Score -64485.57 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -64554.113281 Penalty: 672.674866
	Iteration 4F: 3 clusters Score -64554.11 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -64604.128906 Penalty: 672.674866
	Iteration 5Q: 3 clusters Score -64604.13 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -64647.402344 Penalty: 672.674866
	Iteration 6Q: 3 clusters Score -64647.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -64668.496094 Penalty: 672.674866
	Iteration 7Q: 3 clusters Score -64668.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -64679.457031 Penalty: 672.674866
	Iteration 8Q: 3 clusters Score -64679.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -64687.609375 Penalty: 672.674866
	Iteration 9Q: 3 clusters Score -64687.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -64692.863281 Penalty: 672.674866
	Iteration 10Q: 3 clusters Score -64692.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -64697.234375 Penalty: 672.674866
	Iteration 11Q: 3 clusters Score -64697.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -64698.687500 Penalty: 672.674866
	Iteration 12Q: 3 clusters Score -64698.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -64700.003906 Penalty: 672.674866
	Iteration 13Q: 3 clusters Score -64700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -64700.554688 Penalty: 672.674866
	Iteration 14Q: 3 clusters Score -64700.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -64700.550781 Penalty: 672.674866
	Iteration 15Q: 3 clusters Score -64700.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -64700.550781 Penalty: 672.674866
	Iteration 16F: 3 clusters Score -64700.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Entering Unmasked Estep 
Score: -119352.820312 Penalty: 362.652985
	Iteration 0F: 2 clusters Score -119352.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -117335.960938 Penalty: 725.305969
	Iteration 0F: 3 clusters Score -117336 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -118080.125000 Penalty: 725.305969
	Iteration 1F: 3 clusters Score -118080.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -118314.367188 Penalty: 725.305969
	Iteration 2F: 3 clusters Score -118314.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -118570.390625 Penalty: 725.305969
	Iteration 3F: 3 clusters Score -118570.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -118771.054688 Penalty: 725.305969
	Iteration 4F: 3 clusters Score -118771.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -118885.179688 Penalty: 725.305969
	Iteration 5F: 3 clusters Score -118885.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -118960.695312 Penalty: 725.305969
	Iteration 6Q: 3 clusters Score -118960.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -119000.984375 Penalty: 725.305969
	Iteration 7Q: 3 clusters Score -119001 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -119025.585938 Penalty: 725.305969
	Iteration 8Q: 3 clusters Score -119025.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -119046.132812 Penalty: 725.305969
	Iteration 9Q: 3 clusters Score -119046.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -119062.062500 Penalty: 725.305969
	Iteration 10Q: 3 clusters Score -119062.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -119072.007812 Penalty: 725.305969
	Iteration 11Q: 3 clusters Score -119072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -119078.054688 Penalty: 725.305969
	Iteration 12Q: 3 clusters Score -119078.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -119083.023438 Penalty: 725.305969
	Iteration 13Q: 3 clusters Score -119083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -119086.429688 Penalty: 725.305969
	Iteration 14Q: 3 clusters Score -119086.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -119088.234375 Penalty: 725.305969
	Iteration 15Q: 3 clusters Score -119088.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -119091.234375 Penalty: 725.305969
	Iteration 16Q: 3 clusters Score -119091.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -119093.781250 Penalty: 725.305969
	Iteration 17Q: 3 clusters Score -119093.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -119095.093750 Penalty: 725.305969
	Iteration 18Q: 3 clusters Score -119095.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -119096.539062 Penalty: 725.305969
	Iteration 19Q: 3 clusters Score -119096.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -119097.593750 Penalty: 725.305969
	Iteration 20F: 3 clusters Score -119097.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -119098.539062 Penalty: 725.305969
	Iteration 21Q: 3 clusters Score -119098.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -119099.585938 Penalty: 725.305969
	Iteration 22Q: 3 clusters Score -119099.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -119100.414062 Penalty: 725.305969
	Iteration 23Q: 3 clusters Score -119100.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -119101.726562 Penalty: 725.305969
	Iteration 24Q: 3 clusters Score -119101.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -119102.859375 Penalty: 725.305969
	Iteration 25Q: 3 clusters Score -119102.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -119103.187500 Penalty: 725.305969
	Iteration 26Q: 3 clusters Score -119103.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -119103.914062 Penalty: 725.305969
	Iteration 27Q: 3 clusters Score -119103.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -119104.398438 Penalty: 725.305969
	Iteration 28Q: 3 clusters Score -119104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -119104.632812 Penalty: 725.305969
	Iteration 29Q: 3 clusters Score -119104.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -119105.718750 Penalty: 725.305969
	Iteration 30Q: 3 clusters Score -119105.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -119105.890625 Penalty: 725.305969
	Iteration 31Q: 3 clusters Score -119105.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -119105.890625 Penalty: 725.305969
	Iteration 32F: 3 clusters Score -119105.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Entering Unmasked Estep 
Score: -200539.703125 Penalty: 385.920685
	Iteration 0F: 2 clusters Score -200539.7 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 2398 members 
Entering Unmasked Estep 
Score: -197335.687500 Penalty: 771.841370
	Iteration 0F: 3 clusters Score -197335.7 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -198541.953125 Penalty: 771.841370
	Iteration 1F: 3 clusters Score -198542 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -198690.953125 Penalty: 771.841370
	Iteration 2F: 3 clusters Score -198691 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -198870.562500 Penalty: 771.841370
	Iteration 3F: 3 clusters Score -198870.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -199048.515625 Penalty: 771.841370
	Iteration 4F: 3 clusters Score -199048.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -199245.187500 Penalty: 771.841370
	Iteration 5F: 3 clusters Score -199245.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -199418.984375 Penalty: 771.841370
	Iteration 6F: 3 clusters Score -199419 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -199534.156250 Penalty: 771.841370
	Iteration 7Q: 3 clusters Score -199534.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -199597.937500 Penalty: 771.841370
	Iteration 8Q: 3 clusters Score -199597.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -199658.953125 Penalty: 771.841370
	Iteration 9Q: 3 clusters Score -199659 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -199716.468750 Penalty: 771.841370
	Iteration 10Q: 3 clusters Score -199716.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -199759.515625 Penalty: 771.841370
	Iteration 11Q: 3 clusters Score -199759.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -199793.000000 Penalty: 771.841370
	Iteration 12Q: 3 clusters Score -199793 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -199816.109375 Penalty: 771.841370
	Iteration 13Q: 3 clusters Score -199816.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -199836.937500 Penalty: 771.841370
	Iteration 14Q: 3 clusters Score -199836.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -199856.078125 Penalty: 771.841370
	Iteration 15Q: 3 clusters Score -199856.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -199872.953125 Penalty: 771.841370
	Iteration 16Q: 3 clusters Score -199873 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -199898.093750 Penalty: 771.841370
	Iteration 17Q: 3 clusters Score -199898.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -199920.546875 Penalty: 771.841370
	Iteration 18Q: 3 clusters Score -199920.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -199936.218750 Penalty: 771.841370
	Iteration 19Q: 3 clusters Score -199936.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -199947.015625 Penalty: 771.841370
	Iteration 20F: 3 clusters Score -199947 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -199956.781250 Penalty: 771.841370
	Iteration 21Q: 3 clusters Score -199956.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -199966.234375 Penalty: 771.841370
	Iteration 22Q: 3 clusters Score -199966.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -199971.109375 Penalty: 771.841370
	Iteration 23Q: 3 clusters Score -199971.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -199974.093750 Penalty: 771.841370
	Iteration 24Q: 3 clusters Score -199974.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -199976.093750 Penalty: 771.841370
	Iteration 25Q: 3 clusters Score -199976.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -199977.171875 Penalty: 771.841370
	Iteration 26Q: 3 clusters Score -199977.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -199979.078125 Penalty: 771.841370
	Iteration 27Q: 3 clusters Score -199979.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -199979.281250 Penalty: 771.841370
	Iteration 28Q: 3 clusters Score -199979.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -199980.515625 Penalty: 771.841370
	Iteration 29Q: 3 clusters Score -199980.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -199982.234375 Penalty: 771.841370
	Iteration 30Q: 3 clusters Score -199982.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -199984.718750 Penalty: 771.841370
	Iteration 31Q: 3 clusters Score -199984.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -199986.171875 Penalty: 771.841370
	Iteration 32Q: 3 clusters Score -199986.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -199987.640625 Penalty: 771.841370
	Iteration 33Q: 3 clusters Score -199987.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -199988.640625 Penalty: 771.841370
	Iteration 34Q: 3 clusters Score -199988.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -199990.859375 Penalty: 771.841370
	Iteration 35Q: 3 clusters Score -199990.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -199995.718750 Penalty: 771.841370
	Iteration 36Q: 3 clusters Score -199995.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -199998.843750 Penalty: 771.841370
	Iteration 37Q: 3 clusters Score -199998.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -200003.515625 Penalty: 771.841370
	Iteration 38Q: 3 clusters Score -200003.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -200011.421875 Penalty: 771.841370
	Iteration 39Q: 3 clusters Score -200011.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -200017.906250 Penalty: 771.841370
	Iteration 40F: 3 clusters Score -200017.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -200023.812500 Penalty: 771.841370
	Iteration 41Q: 3 clusters Score -200023.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -200027.125000 Penalty: 771.841370
	Iteration 42Q: 3 clusters Score -200027.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -200030.296875 Penalty: 771.841370
	Iteration 43Q: 3 clusters Score -200030.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -200034.437500 Penalty: 771.841370
	Iteration 44Q: 3 clusters Score -200034.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -200040.359375 Penalty: 771.841370
	Iteration 45Q: 3 clusters Score -200040.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -200043.890625 Penalty: 771.841370
	Iteration 46Q: 3 clusters Score -200043.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -200049.031250 Penalty: 771.841370
	Iteration 47Q: 3 clusters Score -200049 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -200055.359375 Penalty: 771.841370
	Iteration 48Q: 3 clusters Score -200055.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -200059.328125 Penalty: 771.841370
	Iteration 49Q: 3 clusters Score -200059.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -200062.781250 Penalty: 771.841370
	Iteration 50Q: 3 clusters Score -200062.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -200065.625000 Penalty: 771.841370
	Iteration 51Q: 3 clusters Score -200065.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -200068.609375 Penalty: 771.841370
	Iteration 52Q: 3 clusters Score -200068.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -200072.781250 Penalty: 771.841370
	Iteration 53Q: 3 clusters Score -200072.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -200077.328125 Penalty: 771.841370
	Iteration 54Q: 3 clusters Score -200077.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -200082.718750 Penalty: 771.841370
	Iteration 55Q: 3 clusters Score -200082.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -200088.531250 Penalty: 771.841370
	Iteration 56Q: 3 clusters Score -200088.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -200094.250000 Penalty: 771.841370
	Iteration 57Q: 3 clusters Score -200094.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -200098.296875 Penalty: 771.841370
	Iteration 58Q: 3 clusters Score -200098.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -200101.703125 Penalty: 771.841370
	Iteration 59Q: 3 clusters Score -200101.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -200107.484375 Penalty: 771.841370
	Iteration 60F: 3 clusters Score -200107.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -200114.265625 Penalty: 771.841370
	Iteration 61Q: 3 clusters Score -200114.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -200118.671875 Penalty: 771.841370
	Iteration 62Q: 3 clusters Score -200118.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -200122.406250 Penalty: 771.841370
	Iteration 63Q: 3 clusters Score -200122.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -200125.812500 Penalty: 771.841370
	Iteration 64Q: 3 clusters Score -200125.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -200129.281250 Penalty: 771.841370
	Iteration 65Q: 3 clusters Score -200129.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -200131.937500 Penalty: 771.841370
	Iteration 66Q: 3 clusters Score -200131.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -200134.687500 Penalty: 771.841370
	Iteration 67Q: 3 clusters Score -200134.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -200137.500000 Penalty: 771.841370
	Iteration 68Q: 3 clusters Score -200137.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -200140.312500 Penalty: 771.841370
	Iteration 69Q: 3 clusters Score -200140.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -200143.703125 Penalty: 771.841370
	Iteration 70Q: 3 clusters Score -200143.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -200147.953125 Penalty: 771.841370
	Iteration 71Q: 3 clusters Score -200148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -200151.781250 Penalty: 771.841370
	Iteration 72Q: 3 clusters Score -200151.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -200156.546875 Penalty: 771.841370
	Iteration 73Q: 3 clusters Score -200156.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -200161.578125 Penalty: 771.841370
	Iteration 74Q: 3 clusters Score -200161.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -200166.125000 Penalty: 771.841370
	Iteration 75Q: 3 clusters Score -200166.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -200171.765625 Penalty: 771.841370
	Iteration 76Q: 3 clusters Score -200171.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -200177.093750 Penalty: 771.841370
	Iteration 77Q: 3 clusters Score -200177.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -200189.125000 Penalty: 771.841370
	Iteration 78Q: 3 clusters Score -200189.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -200202.218750 Penalty: 771.841370
	Iteration 79Q: 3 clusters Score -200202.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -200214.843750 Penalty: 771.841370
	Iteration 80F: 3 clusters Score -200214.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -200226.312500 Penalty: 771.841370
	Iteration 81Q: 3 clusters Score -200226.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -200236.890625 Penalty: 771.841370
	Iteration 82Q: 3 clusters Score -200236.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -200247.093750 Penalty: 771.841370
	Iteration 83Q: 3 clusters Score -200247.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -200257.515625 Penalty: 771.841370
	Iteration 84Q: 3 clusters Score -200257.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -200264.359375 Penalty: 771.841370
	Iteration 85Q: 3 clusters Score -200264.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -200267.671875 Penalty: 771.841370
	Iteration 86Q: 3 clusters Score -200267.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -200269.828125 Penalty: 771.841370
	Iteration 87Q: 3 clusters Score -200269.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -200272.250000 Penalty: 771.841370
	Iteration 88Q: 3 clusters Score -200272.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -200274.468750 Penalty: 771.841370
	Iteration 89Q: 3 clusters Score -200274.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -200276.687500 Penalty: 771.841370
	Iteration 90Q: 3 clusters Score -200276.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -200277.156250 Penalty: 771.841370
	Iteration 91Q: 3 clusters Score -200277.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -200278.953125 Penalty: 771.841370
	Iteration 92Q: 3 clusters Score -200279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -200279.718750 Penalty: 771.841370
	Iteration 93Q: 3 clusters Score -200279.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -200281.281250 Penalty: 771.841370
	Iteration 94Q: 3 clusters Score -200281.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -200281.640625 Penalty: 771.841370
	Iteration 95Q: 3 clusters Score -200281.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -200281.656250 Penalty: 771.841370
	Iteration 96Q: 3 clusters Score -200281.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -200281.656250 Penalty: 771.841370
	Iteration 97F: 3 clusters Score -200281.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Entering Unmasked Estep 
Score: -173049.546875 Penalty: 381.227203
	Iteration 0F: 2 clusters Score -173049.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -170089.484375 Penalty: 762.454407
	Iteration 0F: 3 clusters Score -170089.5 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -171141.562500 Penalty: 762.454407
	Iteration 1F: 3 clusters Score -171141.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -171293.046875 Penalty: 762.454407
	Iteration 2F: 3 clusters Score -171293 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -171483.234375 Penalty: 762.454407
	Iteration 3F: 3 clusters Score -171483.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -171709.390625 Penalty: 762.454407
	Iteration 4F: 3 clusters Score -171709.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -171913.109375 Penalty: 762.454407
	Iteration 5F: 3 clusters Score -171913.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -172072.640625 Penalty: 762.454407
	Iteration 6Q: 3 clusters Score -172072.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -172169.515625 Penalty: 762.454407
	Iteration 7Q: 3 clusters Score -172169.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -172234.812500 Penalty: 762.454407
	Iteration 8Q: 3 clusters Score -172234.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -172276.921875 Penalty: 762.454407
	Iteration 9Q: 3 clusters Score -172276.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -172300.562500 Penalty: 762.454407
	Iteration 10Q: 3 clusters Score -172300.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -172319.375000 Penalty: 762.454407
	Iteration 11Q: 3 clusters Score -172319.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -172329.218750 Penalty: 762.454407
	Iteration 12Q: 3 clusters Score -172329.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -172337.921875 Penalty: 762.454407
	Iteration 13Q: 3 clusters Score -172337.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -172346.109375 Penalty: 762.454407
	Iteration 14Q: 3 clusters Score -172346.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -172355.437500 Penalty: 762.454407
	Iteration 15Q: 3 clusters Score -172355.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -172363.937500 Penalty: 762.454407
	Iteration 16Q: 3 clusters Score -172363.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -172369.671875 Penalty: 762.454407
	Iteration 17Q: 3 clusters Score -172369.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -172374.093750 Penalty: 762.454407
	Iteration 18Q: 3 clusters Score -172374.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -172377.937500 Penalty: 762.454407
	Iteration 19Q: 3 clusters Score -172377.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -172381.734375 Penalty: 762.454407
	Iteration 20F: 3 clusters Score -172381.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -172383.765625 Penalty: 762.454407
	Iteration 21Q: 3 clusters Score -172383.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -172385.671875 Penalty: 762.454407
	Iteration 22Q: 3 clusters Score -172385.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -172387.875000 Penalty: 762.454407
	Iteration 23Q: 3 clusters Score -172387.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -172390.750000 Penalty: 762.454407
	Iteration 24Q: 3 clusters Score -172390.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -172392.953125 Penalty: 762.454407
	Iteration 25Q: 3 clusters Score -172393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -172395.218750 Penalty: 762.454407
	Iteration 26Q: 3 clusters Score -172395.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -172398.234375 Penalty: 762.454407
	Iteration 27Q: 3 clusters Score -172398.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -172401.125000 Penalty: 762.454407
	Iteration 28Q: 3 clusters Score -172401.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -172403.062500 Penalty: 762.454407
	Iteration 29Q: 3 clusters Score -172403.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -172404.234375 Penalty: 762.454407
	Iteration 30Q: 3 clusters Score -172404.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -172404.640625 Penalty: 762.454407
	Iteration 31Q: 3 clusters Score -172404.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -172405.453125 Penalty: 762.454407
	Iteration 32Q: 3 clusters Score -172405.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -172406.265625 Penalty: 762.454407
	Iteration 33Q: 3 clusters Score -172406.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -172406.281250 Penalty: 762.454407
	Iteration 34Q: 3 clusters Score -172406.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -172407.125000 Penalty: 762.454407
	Iteration 35Q: 3 clusters Score -172407.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -172407.609375 Penalty: 762.454407
	Iteration 36Q: 3 clusters Score -172407.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -172408.265625 Penalty: 762.454407
	Iteration 37Q: 3 clusters Score -172408.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -172408.390625 Penalty: 762.454407
	Iteration 38Q: 3 clusters Score -172408.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -172408.843750 Penalty: 762.454407
	Iteration 39Q: 3 clusters Score -172408.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -172408.984375 Penalty: 762.454407
	Iteration 40F: 3 clusters Score -172409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -172409.687500 Penalty: 762.454407
	Iteration 41Q: 3 clusters Score -172409.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -172410.140625 Penalty: 762.454407
	Iteration 42Q: 3 clusters Score -172410.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -172409.843750 Penalty: 762.454407
	Iteration 43Q: 3 clusters Score -172409.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -172410.953125 Penalty: 762.454407
	Iteration 44Q: 3 clusters Score -172411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -172411.328125 Penalty: 762.454407
	Iteration 45Q: 3 clusters Score -172411.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -172411.609375 Penalty: 762.454407
	Iteration 46Q: 3 clusters Score -172411.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -172412.250000 Penalty: 762.454407
	Iteration 47Q: 3 clusters Score -172412.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -172412.656250 Penalty: 762.454407
	Iteration 48Q: 3 clusters Score -172412.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -172413.421875 Penalty: 762.454407
	Iteration 49Q: 3 clusters Score -172413.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -172414.531250 Penalty: 762.454407
	Iteration 50Q: 3 clusters Score -172414.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -172415.531250 Penalty: 762.454407
	Iteration 51Q: 3 clusters Score -172415.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -172416.390625 Penalty: 762.454407
	Iteration 52Q: 3 clusters Score -172416.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -172416.812500 Penalty: 762.454407
	Iteration 53Q: 3 clusters Score -172416.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -172417.593750 Penalty: 762.454407
	Iteration 54Q: 3 clusters Score -172417.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -172418.562500 Penalty: 762.454407
	Iteration 55Q: 3 clusters Score -172418.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -172419.531250 Penalty: 762.454407
	Iteration 56Q: 3 clusters Score -172419.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -172420.109375 Penalty: 762.454407
	Iteration 57Q: 3 clusters Score -172420.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -172420.421875 Penalty: 762.454407
	Iteration 58Q: 3 clusters Score -172420.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -172420.500000 Penalty: 762.454407
	Iteration 59Q: 3 clusters Score -172420.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -172420.734375 Penalty: 762.454407
	Iteration 60F: 3 clusters Score -172420.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -172420.671875 Penalty: 762.454407
	Iteration 61Q: 3 clusters Score -172420.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -172420.687500 Penalty: 762.454407
	Iteration 62Q: 3 clusters Score -172420.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -172420.687500 Penalty: 762.454407
	Iteration 63F: 3 clusters Score -172420.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Entering Unmasked Estep 
Score: -64714.250000 Penalty: 342.121307
	Iteration 0F: 2 clusters Score -64714.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -63395.628906 Penalty: 684.242615
	Iteration 0F: 3 clusters Score -63395.63 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -63903.738281 Penalty: 684.242615
	Iteration 1F: 3 clusters Score -63903.74 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -64034.093750 Penalty: 684.242615
	Iteration 2F: 3 clusters Score -64034.09 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -64162.757812 Penalty: 684.242615
	Iteration 3F: 3 clusters Score -64162.76 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -64271.917969 Penalty: 684.242615
	Iteration 4F: 3 clusters Score -64271.92 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -64350.109375 Penalty: 684.242615
	Iteration 5F: 3 clusters Score -64350.11 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -64388.023438 Penalty: 684.242615
	Iteration 6Q: 3 clusters Score -64388.02 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -64418.671875 Penalty: 684.242615
	Iteration 7Q: 3 clusters Score -64418.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -64443.367188 Penalty: 684.242615
	Iteration 8Q: 3 clusters Score -64443.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -64459.906250 Penalty: 684.242615
	Iteration 9Q: 3 clusters Score -64459.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -64473.812500 Penalty: 684.242615
	Iteration 10Q: 3 clusters Score -64473.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -64483.460938 Penalty: 684.242615
	Iteration 11Q: 3 clusters Score -64483.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -64492.867188 Penalty: 684.242615
	Iteration 12Q: 3 clusters Score -64492.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -64500.714844 Penalty: 684.242615
	Iteration 13Q: 3 clusters Score -64500.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -64507.636719 Penalty: 684.242615
	Iteration 14Q: 3 clusters Score -64507.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -64510.566406 Penalty: 684.242615
	Iteration 15Q: 3 clusters Score -64510.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -64511.054688 Penalty: 684.242615
	Iteration 16Q: 3 clusters Score -64511.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -64512.621094 Penalty: 684.242615
	Iteration 17Q: 3 clusters Score -64512.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -64515.027344 Penalty: 684.242615
	Iteration 18Q: 3 clusters Score -64515.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -64515.835938 Penalty: 684.242615
	Iteration 19Q: 3 clusters Score -64515.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -64516.503906 Penalty: 684.242615
	Iteration 20F: 3 clusters Score -64516.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -64517.726562 Penalty: 684.242615
	Iteration 21Q: 3 clusters Score -64517.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -64517.925781 Penalty: 684.242615
	Iteration 22Q: 3 clusters Score -64517.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -64517.925781 Penalty: 684.242615
	Iteration 23F: 3 clusters Score -64517.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -36108.457031 Penalty: 315.780121
	Iteration 0F: 2 clusters Score -36108.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -35268.363281 Penalty: 631.560242
	Iteration 0F: 3 clusters Score -35268.36 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -35613.394531 Penalty: 631.560242
	Iteration 1F: 3 clusters Score -35613.39 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -35709.687500 Penalty: 631.560242
	Iteration 2F: 3 clusters Score -35709.69 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -35745.066406 Penalty: 631.560242
	Iteration 3F: 3 clusters Score -35745.07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -35772.492188 Penalty: 631.560242
	Iteration 4Q: 3 clusters Score -35772.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -35805.824219 Penalty: 631.560242
	Iteration 5Q: 3 clusters Score -35805.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -35831.609375 Penalty: 631.560242
	Iteration 6Q: 3 clusters Score -35831.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -35860.562500 Penalty: 631.560242
	Iteration 7Q: 3 clusters Score -35860.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -35877.609375 Penalty: 631.560242
	Iteration 8Q: 3 clusters Score -35877.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -35893.410156 Penalty: 631.560242
	Iteration 9Q: 3 clusters Score -35893.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -35907.117188 Penalty: 631.560242
	Iteration 10Q: 3 clusters Score -35907.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -35917.570312 Penalty: 631.560242
	Iteration 11Q: 3 clusters Score -35917.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -35923.632812 Penalty: 631.560242
	Iteration 12Q: 3 clusters Score -35923.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -35930.164062 Penalty: 631.560242
	Iteration 13Q: 3 clusters Score -35930.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -35936.558594 Penalty: 631.560242
	Iteration 14Q: 3 clusters Score -35936.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -35943.527344 Penalty: 631.560242
	Iteration 15Q: 3 clusters Score -35943.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -35951.503906 Penalty: 631.560242
	Iteration 16Q: 3 clusters Score -35951.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -35965.117188 Penalty: 631.560242
	Iteration 17Q: 3 clusters Score -35965.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -35979.593750 Penalty: 631.560242
	Iteration 18Q: 3 clusters Score -35979.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -35993.320312 Penalty: 631.560242
	Iteration 19Q: 3 clusters Score -35993.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -36006.722656 Penalty: 631.560242
	Iteration 20F: 3 clusters Score -36006.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -36020.558594 Penalty: 631.560242
	Iteration 21Q: 3 clusters Score -36020.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -36025.335938 Penalty: 631.560242
	Iteration 22Q: 3 clusters Score -36025.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -36026.867188 Penalty: 631.560242
	Iteration 23Q: 3 clusters Score -36026.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -36028.023438 Penalty: 631.560242
	Iteration 24Q: 3 clusters Score -36028.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -36028.609375 Penalty: 631.560242
	Iteration 25Q: 3 clusters Score -36028.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -36028.609375 Penalty: 631.560242
	Iteration 26F: 3 clusters Score -36028.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -17114.310547 Penalty: 279.755310
	Iteration 0F: 2 clusters Score -17114.31 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 214 members 
Entering Unmasked Estep 
Score: -16644.382812 Penalty: 559.510620
	Iteration 0F: 3 clusters Score -16644.38 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16768.248047 Penalty: 559.510620
	Iteration 1F: 3 clusters Score -16768.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16795.984375 Penalty: 559.510620
	Iteration 2F: 3 clusters Score -16795.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16806.140625 Penalty: 559.510620
	Iteration 3Q: 3 clusters Score -16806.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16818.087891 Penalty: 559.510620
	Iteration 4Q: 3 clusters Score -16818.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16825.978516 Penalty: 559.510620
	Iteration 5Q: 3 clusters Score -16825.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16829.937500 Penalty: 559.510620
	Iteration 6Q: 3 clusters Score -16829.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16833.365234 Penalty: 559.510620
	Iteration 7Q: 3 clusters Score -16833.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16835.318359 Penalty: 559.510620
	Iteration 8Q: 3 clusters Score -16835.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16837.369141 Penalty: 559.510620
	Iteration 9Q: 3 clusters Score -16837.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16839.082031 Penalty: 559.510620
	Iteration 10Q: 3 clusters Score -16839.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16839.601562 Penalty: 559.510620
	Iteration 11Q: 3 clusters Score -16839.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16839.601562 Penalty: 559.510620
	Iteration 12F: 3 clusters Score -16839.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Entering Unmasked Estep 
Score: -39353.675781 Penalty: 317.888763
	Iteration 0F: 2 clusters Score -39353.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -38507.554688 Penalty: 635.777527
	Iteration 0F: 3 clusters Score -38507.55 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -38831.144531 Penalty: 635.777527
	Iteration 1F: 3 clusters Score -38831.14 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -38916.816406 Penalty: 635.777527
	Iteration 2F: 3 clusters Score -38916.82 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -38966.867188 Penalty: 635.777527
	Iteration 3F: 3 clusters Score -38966.87 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -39000.394531 Penalty: 635.777527
	Iteration 4Q: 3 clusters Score -39000.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -39026.078125 Penalty: 635.777527
	Iteration 5Q: 3 clusters Score -39026.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -39043.867188 Penalty: 635.777527
	Iteration 6Q: 3 clusters Score -39043.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39077.218750 Penalty: 635.777527
	Iteration 7Q: 3 clusters Score -39077.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -39124.996094 Penalty: 635.777527
	Iteration 8Q: 3 clusters Score -39125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -39159.019531 Penalty: 635.777527
	Iteration 9Q: 3 clusters Score -39159.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -39186.066406 Penalty: 635.777527
	Iteration 10Q: 3 clusters Score -39186.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -39209.113281 Penalty: 635.777527
	Iteration 11Q: 3 clusters Score -39209.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -39221.765625 Penalty: 635.777527
	Iteration 12Q: 3 clusters Score -39221.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -39230.125000 Penalty: 635.777527
	Iteration 13Q: 3 clusters Score -39230.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -39233.421875 Penalty: 635.777527
	Iteration 14Q: 3 clusters Score -39233.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39235.367188 Penalty: 635.777527
	Iteration 15Q: 3 clusters Score -39235.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39235.906250 Penalty: 635.777527
	Iteration 16Q: 3 clusters Score -39235.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39236.687500 Penalty: 635.777527
	Iteration 17Q: 3 clusters Score -39236.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39236.812500 Penalty: 635.777527
	Iteration 18Q: 3 clusters Score -39236.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -39237.062500 Penalty: 635.777527
	Iteration 19Q: 3 clusters Score -39237.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39237.820312 Penalty: 635.777527
	Iteration 20F: 3 clusters Score -39237.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -39238.246094 Penalty: 635.777527
	Iteration 21Q: 3 clusters Score -39238.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39243.339844 Penalty: 635.777527
	Iteration 22Q: 3 clusters Score -39243.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -39246.429688 Penalty: 635.777527
	Iteration 23Q: 3 clusters Score -39246.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -39247.785156 Penalty: 635.777527
	Iteration 24Q: 3 clusters Score -39247.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39248.789062 Penalty: 635.777527
	Iteration 25Q: 3 clusters Score -39248.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39248.789062 Penalty: 635.777527
	Iteration 26F: 3 clusters Score -39248.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Entering Unmasked Estep 
Score: -140649.187500 Penalty: 369.729675
	Iteration 0F: 2 clusters Score -140649.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -138332.906250 Penalty: 739.459351
	Iteration 0F: 3 clusters Score -138332.9 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -139169.031250 Penalty: 739.459351
	Iteration 1F: 3 clusters Score -139169 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -139297.125000 Penalty: 739.459351
	Iteration 2F: 3 clusters Score -139297.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -139413.000000 Penalty: 739.459351
	Iteration 3F: 3 clusters Score -139413 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -139502.734375 Penalty: 739.459351
	Iteration 4F: 3 clusters Score -139502.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -139579.093750 Penalty: 739.459351
	Iteration 5Q: 3 clusters Score -139579.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -139638.859375 Penalty: 739.459351
	Iteration 6Q: 3 clusters Score -139638.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -139715.500000 Penalty: 739.459351
	Iteration 7Q: 3 clusters Score -139715.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -139797.656250 Penalty: 739.459351
	Iteration 8Q: 3 clusters Score -139797.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -139846.031250 Penalty: 739.459351
	Iteration 9Q: 3 clusters Score -139846 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -139876.562500 Penalty: 739.459351
	Iteration 10Q: 3 clusters Score -139876.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -139904.765625 Penalty: 739.459351
	Iteration 11Q: 3 clusters Score -139904.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -139933.718750 Penalty: 739.459351
	Iteration 12Q: 3 clusters Score -139933.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -139956.546875 Penalty: 739.459351
	Iteration 13Q: 3 clusters Score -139956.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -139980.109375 Penalty: 739.459351
	Iteration 14Q: 3 clusters Score -139980.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -140007.390625 Penalty: 739.459351
	Iteration 15Q: 3 clusters Score -140007.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -140043.500000 Penalty: 739.459351
	Iteration 16Q: 3 clusters Score -140043.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -140072.078125 Penalty: 739.459351
	Iteration 17Q: 3 clusters Score -140072.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -140099.093750 Penalty: 739.459351
	Iteration 18Q: 3 clusters Score -140099.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -140116.671875 Penalty: 739.459351
	Iteration 19Q: 3 clusters Score -140116.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -140123.875000 Penalty: 739.459351
	Iteration 20F: 3 clusters Score -140123.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -140129.906250 Penalty: 739.459351
	Iteration 21Q: 3 clusters Score -140129.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -140134.593750 Penalty: 739.459351
	Iteration 22Q: 3 clusters Score -140134.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -140139.812500 Penalty: 739.459351
	Iteration 23Q: 3 clusters Score -140139.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -140145.906250 Penalty: 739.459351
	Iteration 24Q: 3 clusters Score -140145.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -140150.171875 Penalty: 739.459351
	Iteration 25Q: 3 clusters Score -140150.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -140156.015625 Penalty: 739.459351
	Iteration 26Q: 3 clusters Score -140156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -140159.578125 Penalty: 739.459351
	Iteration 27Q: 3 clusters Score -140159.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -140164.390625 Penalty: 739.459351
	Iteration 28Q: 3 clusters Score -140164.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -140168.312500 Penalty: 739.459351
	Iteration 29Q: 3 clusters Score -140168.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -140172.015625 Penalty: 739.459351
	Iteration 30Q: 3 clusters Score -140172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -140177.375000 Penalty: 739.459351
	Iteration 31Q: 3 clusters Score -140177.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -140182.515625 Penalty: 739.459351
	Iteration 32Q: 3 clusters Score -140182.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -140189.265625 Penalty: 739.459351
	Iteration 33Q: 3 clusters Score -140189.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -140198.328125 Penalty: 739.459351
	Iteration 34Q: 3 clusters Score -140198.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -140205.203125 Penalty: 739.459351
	Iteration 35Q: 3 clusters Score -140205.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -140212.750000 Penalty: 739.459351
	Iteration 36Q: 3 clusters Score -140212.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -140218.718750 Penalty: 739.459351
	Iteration 37Q: 3 clusters Score -140218.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -140225.109375 Penalty: 739.459351
	Iteration 38Q: 3 clusters Score -140225.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -140229.375000 Penalty: 739.459351
	Iteration 39Q: 3 clusters Score -140229.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -140230.875000 Penalty: 739.459351
	Iteration 40F: 3 clusters Score -140230.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -140233.359375 Penalty: 739.459351
	Iteration 41Q: 3 clusters Score -140233.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -140235.187500 Penalty: 739.459351
	Iteration 42Q: 3 clusters Score -140235.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -140236.078125 Penalty: 739.459351
	Iteration 43Q: 3 clusters Score -140236.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -140237.625000 Penalty: 739.459351
	Iteration 44Q: 3 clusters Score -140237.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -140239.015625 Penalty: 739.459351
	Iteration 45Q: 3 clusters Score -140239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -140239.703125 Penalty: 739.459351
	Iteration 46Q: 3 clusters Score -140239.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -140243.859375 Penalty: 739.459351
	Iteration 47Q: 3 clusters Score -140243.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -140248.359375 Penalty: 739.459351
	Iteration 48Q: 3 clusters Score -140248.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -140256.078125 Penalty: 739.459351
	Iteration 49Q: 3 clusters Score -140256.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -140265.890625 Penalty: 739.459351
	Iteration 50Q: 3 clusters Score -140265.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -140271.500000 Penalty: 739.459351
	Iteration 51Q: 3 clusters Score -140271.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -140273.218750 Penalty: 739.459351
	Iteration 52Q: 3 clusters Score -140273.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -140276.171875 Penalty: 739.459351
	Iteration 53Q: 3 clusters Score -140276.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -140279.640625 Penalty: 739.459351
	Iteration 54Q: 3 clusters Score -140279.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -140283.593750 Penalty: 739.459351
	Iteration 55Q: 3 clusters Score -140283.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -140286.718750 Penalty: 739.459351
	Iteration 56Q: 3 clusters Score -140286.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -140288.687500 Penalty: 739.459351
	Iteration 57Q: 3 clusters Score -140288.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -140289.234375 Penalty: 739.459351
	Iteration 58Q: 3 clusters Score -140289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -140289.578125 Penalty: 739.459351
	Iteration 59Q: 3 clusters Score -140289.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -140289.718750 Penalty: 739.459351
	Iteration 60F: 3 clusters Score -140289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -140290.375000 Penalty: 739.459351
	Iteration 61Q: 3 clusters Score -140290.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -140290.375000 Penalty: 739.459351
	Iteration 62F: 3 clusters Score -140290.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Entering Unmasked Estep 
Score: -507253.687500 Penalty: 431.126923
	Iteration 0F: 2 clusters Score -507253.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -498559.250000 Penalty: 862.253845
	Iteration 0F: 3 clusters Score -498559.2 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -502098.781250 Penalty: 862.253845
	Iteration 1F: 3 clusters Score -502098.8 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -502393.125000 Penalty: 862.253845
	Iteration 2F: 3 clusters Score -502393.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -502715.968750 Penalty: 862.253845
	Iteration 3F: 3 clusters Score -502716 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -503080.218750 Penalty: 862.253845
	Iteration 4F: 3 clusters Score -503080.2 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -503502.093750 Penalty: 862.253845
	Iteration 5F: 3 clusters Score -503502.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -503955.031250 Penalty: 862.253845
	Iteration 6F: 3 clusters Score -503955 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -504382.687500 Penalty: 862.253845
	Iteration 7F: 3 clusters Score -504382.7 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -504642.656250 Penalty: 862.253845
	Iteration 8Q: 3 clusters Score -504642.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -504772.906250 Penalty: 862.253845
	Iteration 9Q: 3 clusters Score -504772.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -504858.000000 Penalty: 862.253845
	Iteration 10Q: 3 clusters Score -504858 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -504932.000000 Penalty: 862.253845
	Iteration 11Q: 3 clusters Score -504932 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -505000.781250 Penalty: 862.253845
	Iteration 12Q: 3 clusters Score -505000.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -505063.000000 Penalty: 862.253845
	Iteration 13Q: 3 clusters Score -505063 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -505121.593750 Penalty: 862.253845
	Iteration 14Q: 3 clusters Score -505121.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -505172.843750 Penalty: 862.253845
	Iteration 15Q: 3 clusters Score -505172.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -505224.531250 Penalty: 862.253845
	Iteration 16Q: 3 clusters Score -505224.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -505262.312500 Penalty: 862.253845
	Iteration 17Q: 3 clusters Score -505262.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -505293.375000 Penalty: 862.253845
	Iteration 18Q: 3 clusters Score -505293.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -505329.562500 Penalty: 862.253845
	Iteration 19Q: 3 clusters Score -505329.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -505365.312500 Penalty: 862.253845
	Iteration 20F: 3 clusters Score -505365.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -505401.937500 Penalty: 862.253845
	Iteration 21Q: 3 clusters Score -505401.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -505445.468750 Penalty: 862.253845
	Iteration 22Q: 3 clusters Score -505445.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -505484.531250 Penalty: 862.253845
	Iteration 23Q: 3 clusters Score -505484.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -505519.843750 Penalty: 862.253845
	Iteration 24Q: 3 clusters Score -505519.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -505555.250000 Penalty: 862.253845
	Iteration 25Q: 3 clusters Score -505555.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -505584.718750 Penalty: 862.253845
	Iteration 26Q: 3 clusters Score -505584.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -505604.968750 Penalty: 862.253845
	Iteration 27Q: 3 clusters Score -505605 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -505630.250000 Penalty: 862.253845
	Iteration 28Q: 3 clusters Score -505630.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -505650.593750 Penalty: 862.253845
	Iteration 29Q: 3 clusters Score -505650.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -505662.000000 Penalty: 862.253845
	Iteration 30Q: 3 clusters Score -505662 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -505671.156250 Penalty: 862.253845
	Iteration 31Q: 3 clusters Score -505671.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -505675.750000 Penalty: 862.253845
	Iteration 32Q: 3 clusters Score -505675.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -505680.718750 Penalty: 862.253845
	Iteration 33Q: 3 clusters Score -505680.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -505684.375000 Penalty: 862.253845
	Iteration 34Q: 3 clusters Score -505684.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -505688.437500 Penalty: 862.253845
	Iteration 35Q: 3 clusters Score -505688.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -505690.093750 Penalty: 862.253845
	Iteration 36Q: 3 clusters Score -505690.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -505694.500000 Penalty: 862.253845
	Iteration 37Q: 3 clusters Score -505694.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -505695.656250 Penalty: 862.253845
	Iteration 38Q: 3 clusters Score -505695.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -505698.406250 Penalty: 862.253845
	Iteration 39Q: 3 clusters Score -505698.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -505703.156250 Penalty: 862.253845
	Iteration 40F: 3 clusters Score -505703.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -505703.281250 Penalty: 862.253845
	Iteration 41Q: 3 clusters Score -505703.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -505704.687500 Penalty: 862.253845
	Iteration 42Q: 3 clusters Score -505704.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -505705.406250 Penalty: 862.253845
	Iteration 43Q: 3 clusters Score -505705.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -505707.156250 Penalty: 862.253845
	Iteration 44Q: 3 clusters Score -505707.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -505707.968750 Penalty: 862.253845
	Iteration 45Q: 3 clusters Score -505708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -505709.343750 Penalty: 862.253845
	Iteration 46Q: 3 clusters Score -505709.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -505711.187500 Penalty: 862.253845
	Iteration 47Q: 3 clusters Score -505711.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -505712.062500 Penalty: 862.253845
	Iteration 48Q: 3 clusters Score -505712.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -505712.000000 Penalty: 862.253845
	Iteration 49Q: 3 clusters Score -505712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -505715.593750 Penalty: 862.253845
	Iteration 50Q: 3 clusters Score -505715.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -505715.312500 Penalty: 862.253845
	Iteration 51Q: 3 clusters Score -505715.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -505717.031250 Penalty: 862.253845
	Iteration 52Q: 3 clusters Score -505717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -505718.875000 Penalty: 862.253845
	Iteration 53Q: 3 clusters Score -505718.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -505722.000000 Penalty: 862.253845
	Iteration 54Q: 3 clusters Score -505722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -505724.562500 Penalty: 862.253845
	Iteration 55Q: 3 clusters Score -505724.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -505726.125000 Penalty: 862.253845
	Iteration 56Q: 3 clusters Score -505726.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -505727.968750 Penalty: 862.253845
	Iteration 57Q: 3 clusters Score -505728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -505732.125000 Penalty: 862.253845
	Iteration 58Q: 3 clusters Score -505732.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -505732.968750 Penalty: 862.253845
	Iteration 59Q: 3 clusters Score -505733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -505734.125000 Penalty: 862.253845
	Iteration 60F: 3 clusters Score -505734.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -505735.343750 Penalty: 862.253845
	Iteration 61Q: 3 clusters Score -505735.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -505738.593750 Penalty: 862.253845
	Iteration 62Q: 3 clusters Score -505738.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -505742.343750 Penalty: 862.253845
	Iteration 63Q: 3 clusters Score -505742.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -505744.687500 Penalty: 862.253845
	Iteration 64Q: 3 clusters Score -505744.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -505748.593750 Penalty: 862.253845
	Iteration 65Q: 3 clusters Score -505748.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -505752.562500 Penalty: 862.253845
	Iteration 66Q: 3 clusters Score -505752.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -505757.906250 Penalty: 862.253845
	Iteration 67Q: 3 clusters Score -505757.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -505765.687500 Penalty: 862.253845
	Iteration 68Q: 3 clusters Score -505765.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -505773.250000 Penalty: 862.253845
	Iteration 69Q: 3 clusters Score -505773.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -505790.218750 Penalty: 862.253845
	Iteration 70Q: 3 clusters Score -505790.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -505807.218750 Penalty: 862.253845
	Iteration 71Q: 3 clusters Score -505807.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -505824.406250 Penalty: 862.253845
	Iteration 72Q: 3 clusters Score -505824.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -505846.031250 Penalty: 862.253845
	Iteration 73Q: 3 clusters Score -505846 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -505867.375000 Penalty: 862.253845
	Iteration 74Q: 3 clusters Score -505867.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -505888.031250 Penalty: 862.253845
	Iteration 75Q: 3 clusters Score -505888 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -505915.468750 Penalty: 862.253845
	Iteration 76Q: 3 clusters Score -505915.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -505942.500000 Penalty: 862.253845
	Iteration 77Q: 3 clusters Score -505942.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -505969.843750 Penalty: 862.253845
	Iteration 78Q: 3 clusters Score -505969.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -506000.593750 Penalty: 862.253845
	Iteration 79Q: 3 clusters Score -506000.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -506026.968750 Penalty: 862.253845
	Iteration 80F: 3 clusters Score -506027 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -506051.781250 Penalty: 862.253845
	Iteration 81Q: 3 clusters Score -506051.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -506081.687500 Penalty: 862.253845
	Iteration 82Q: 3 clusters Score -506081.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -506120.750000 Penalty: 862.253845
	Iteration 83Q: 3 clusters Score -506120.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -506155.281250 Penalty: 862.253845
	Iteration 84Q: 3 clusters Score -506155.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -506190.031250 Penalty: 862.253845
	Iteration 85Q: 3 clusters Score -506190 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -506219.093750 Penalty: 862.253845
	Iteration 86Q: 3 clusters Score -506219.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -506241.625000 Penalty: 862.253845
	Iteration 87Q: 3 clusters Score -506241.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -506265.593750 Penalty: 862.253845
	Iteration 88Q: 3 clusters Score -506265.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -506288.625000 Penalty: 862.253845
	Iteration 89Q: 3 clusters Score -506288.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -506316.406250 Penalty: 862.253845
	Iteration 90Q: 3 clusters Score -506316.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -506350.750000 Penalty: 862.253845
	Iteration 91Q: 3 clusters Score -506350.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -506379.312500 Penalty: 862.253845
	Iteration 92Q: 3 clusters Score -506379.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -506406.343750 Penalty: 862.253845
	Iteration 93Q: 3 clusters Score -506406.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -506430.218750 Penalty: 862.253845
	Iteration 94Q: 3 clusters Score -506430.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -506453.937500 Penalty: 862.253845
	Iteration 95Q: 3 clusters Score -506453.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -506475.718750 Penalty: 862.253845
	Iteration 96Q: 3 clusters Score -506475.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -506497.968750 Penalty: 862.253845
	Iteration 97Q: 3 clusters Score -506498 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -506523.312500 Penalty: 862.253845
	Iteration 98Q: 3 clusters Score -506523.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -506542.343750 Penalty: 862.253845
	Iteration 99Q: 3 clusters Score -506542.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -506568.906250 Penalty: 862.253845
	Iteration 100F: 3 clusters Score -506568.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -506599.656250 Penalty: 862.253845
	Iteration 101Q: 3 clusters Score -506599.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -506634.406250 Penalty: 862.253845
	Iteration 102Q: 3 clusters Score -506634.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -506662.687500 Penalty: 862.253845
	Iteration 103Q: 3 clusters Score -506662.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -506693.718750 Penalty: 862.253845
	Iteration 104Q: 3 clusters Score -506693.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -506716.718750 Penalty: 862.253845
	Iteration 105Q: 3 clusters Score -506716.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -506740.406250 Penalty: 862.253845
	Iteration 106Q: 3 clusters Score -506740.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -506758.718750 Penalty: 862.253845
	Iteration 107Q: 3 clusters Score -506758.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -506774.187500 Penalty: 862.253845
	Iteration 108Q: 3 clusters Score -506774.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -506784.281250 Penalty: 862.253845
	Iteration 109Q: 3 clusters Score -506784.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -506796.625000 Penalty: 862.253845
	Iteration 110Q: 3 clusters Score -506796.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -506811.468750 Penalty: 862.253845
	Iteration 111Q: 3 clusters Score -506811.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -506822.687500 Penalty: 862.253845
	Iteration 112Q: 3 clusters Score -506822.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -506831.906250 Penalty: 862.253845
	Iteration 113Q: 3 clusters Score -506831.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -506840.843750 Penalty: 862.253845
	Iteration 114Q: 3 clusters Score -506840.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -506848.406250 Penalty: 862.253845
	Iteration 115Q: 3 clusters Score -506848.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -506856.625000 Penalty: 862.253845
	Iteration 116Q: 3 clusters Score -506856.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -506861.375000 Penalty: 862.253845
	Iteration 117Q: 3 clusters Score -506861.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -506863.750000 Penalty: 862.253845
	Iteration 118Q: 3 clusters Score -506863.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -506866.531250 Penalty: 862.253845
	Iteration 119Q: 3 clusters Score -506866.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -506867.718750 Penalty: 862.253845
	Iteration 120F: 3 clusters Score -506867.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -506869.656250 Penalty: 862.253845
	Iteration 121Q: 3 clusters Score -506869.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -506870.500000 Penalty: 862.253845
	Iteration 122Q: 3 clusters Score -506870.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -506870.656250 Penalty: 862.253845
	Iteration 123Q: 3 clusters Score -506870.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -506871.750000 Penalty: 862.253845
	Iteration 124Q: 3 clusters Score -506871.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -506871.937500 Penalty: 862.253845
	Iteration 125Q: 3 clusters Score -506871.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -506874.125000 Penalty: 862.253845
	Iteration 126Q: 3 clusters Score -506874.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -506873.625000 Penalty: 862.253845
	Iteration 127Q: 3 clusters Score -506873.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -506874.093750 Penalty: 862.253845
	Iteration 128Q: 3 clusters Score -506874.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -506875.968750 Penalty: 862.253845
	Iteration 129Q: 3 clusters Score -506876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -506878.687500 Penalty: 862.253845
	Iteration 130Q: 3 clusters Score -506878.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -506880.093750 Penalty: 862.253845
	Iteration 131Q: 3 clusters Score -506880.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -506885.468750 Penalty: 862.253845
	Iteration 132Q: 3 clusters Score -506885.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -506887.781250 Penalty: 862.253845
	Iteration 133Q: 3 clusters Score -506887.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -506892.843750 Penalty: 862.253845
	Iteration 134Q: 3 clusters Score -506892.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -506898.312500 Penalty: 862.253845
	Iteration 135Q: 3 clusters Score -506898.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -506902.312500 Penalty: 862.253845
	Iteration 136Q: 3 clusters Score -506902.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -506906.750000 Penalty: 862.253845
	Iteration 137Q: 3 clusters Score -506906.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -506909.562500 Penalty: 862.253845
	Iteration 138Q: 3 clusters Score -506909.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -506912.093750 Penalty: 862.253845
	Iteration 139Q: 3 clusters Score -506912.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -506912.687500 Penalty: 862.253845
	Iteration 140F: 3 clusters Score -506912.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -506914.343750 Penalty: 862.253845
	Iteration 141Q: 3 clusters Score -506914.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -506917.031250 Penalty: 862.253845
	Iteration 142Q: 3 clusters Score -506917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -506919.718750 Penalty: 862.253845
	Iteration 143Q: 3 clusters Score -506919.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -506922.343750 Penalty: 862.253845
	Iteration 144Q: 3 clusters Score -506922.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -506925.218750 Penalty: 862.253845
	Iteration 145Q: 3 clusters Score -506925.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -506929.500000 Penalty: 862.253845
	Iteration 146Q: 3 clusters Score -506929.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -506932.750000 Penalty: 862.253845
	Iteration 147Q: 3 clusters Score -506932.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -506938.062500 Penalty: 862.253845
	Iteration 148Q: 3 clusters Score -506938.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -506943.593750 Penalty: 862.253845
	Iteration 149Q: 3 clusters Score -506943.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -506947.031250 Penalty: 862.253845
	Iteration 150Q: 3 clusters Score -506947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -506949.000000 Penalty: 862.253845
	Iteration 151Q: 3 clusters Score -506949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -506949.531250 Penalty: 862.253845
	Iteration 152Q: 3 clusters Score -506949.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -506951.656250 Penalty: 862.253845
	Iteration 153Q: 3 clusters Score -506951.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -506952.906250 Penalty: 862.253845
	Iteration 154Q: 3 clusters Score -506952.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -506952.968750 Penalty: 862.253845
	Iteration 155Q: 3 clusters Score -506953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -506955.062500 Penalty: 862.253845
	Iteration 156Q: 3 clusters Score -506955.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -506956.500000 Penalty: 862.253845
	Iteration 157Q: 3 clusters Score -506956.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -506958.531250 Penalty: 862.253845
	Iteration 158Q: 3 clusters Score -506958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -506957.875000 Penalty: 862.253845
	Iteration 159Q: 3 clusters Score -506957.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -506958.593750 Penalty: 862.253845
	Iteration 160F: 3 clusters Score -506958.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -506960.031250 Penalty: 862.253845
	Iteration 161Q: 3 clusters Score -506960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -506959.843750 Penalty: 862.253845
	Iteration 162Q: 3 clusters Score -506959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -506959.937500 Penalty: 862.253845
	Iteration 163Q: 3 clusters Score -506959.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -506961.312500 Penalty: 862.253845
	Iteration 164Q: 3 clusters Score -506961.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -506961.812500 Penalty: 862.253845
	Iteration 165Q: 3 clusters Score -506961.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -506962.812500 Penalty: 862.253845
	Iteration 166Q: 3 clusters Score -506962.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -506963.281250 Penalty: 862.253845
	Iteration 167Q: 3 clusters Score -506963.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -506963.625000 Penalty: 862.253845
	Iteration 168Q: 3 clusters Score -506963.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -506963.312500 Penalty: 862.253845
	Iteration 169Q: 3 clusters Score -506963.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -506963.750000 Penalty: 862.253845
	Iteration 170Q: 3 clusters Score -506963.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -506964.968750 Penalty: 862.253845
	Iteration 171Q: 3 clusters Score -506965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -506965.062500 Penalty: 862.253845
	Iteration 172Q: 3 clusters Score -506965.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -506966.906250 Penalty: 862.253845
	Iteration 173Q: 3 clusters Score -506966.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -506966.906250 Penalty: 862.253845
	Iteration 174F: 3 clusters Score -506966.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -9869.366211 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -9869.366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9533.399414 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -9533.399 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9629.353516 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -9629.354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9656.147461 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -9656.147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9680.593750 Penalty: 515.329407
	Iteration 3F: 3 clusters Score -9680.594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9703.442383 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -9703.442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9727.344727 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -9727.345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9768.381836 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -9768.382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9783.458008 Penalty: 515.329407
	Iteration 7Q: 3 clusters Score -9783.458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9796.538086 Penalty: 515.329407
	Iteration 8Q: 3 clusters Score -9796.538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9801.318359 Penalty: 515.329407
	Iteration 9Q: 3 clusters Score -9801.318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9805.633789 Penalty: 515.329407
	Iteration 10Q: 3 clusters Score -9805.634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9811.779297 Penalty: 515.329407
	Iteration 11Q: 3 clusters Score -9811.779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9815.739258 Penalty: 515.329407
	Iteration 12Q: 3 clusters Score -9815.739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9819.009766 Penalty: 515.329407
	Iteration 13Q: 3 clusters Score -9819.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9819.009766 Penalty: 515.329407
	Iteration 14F: 3 clusters Score -9819.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -9273.972656 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -9273.973 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 121 members 
Entering Unmasked Estep 
Score: -8945.828125 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -8945.828 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9010.734375 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -9010.734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9030.344727 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -9030.345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9034.760742 Penalty: 505.671356
	Iteration 3Q: 3 clusters Score -9034.761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9036.166992 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -9036.167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9037.338867 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -9037.339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9037.796875 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -9037.797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9038.156250 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -9038.156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9038.342773 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -9038.343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9038.342773 Penalty: 505.671356
	Iteration 9F: 3 clusters Score -9038.343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Entering Unmasked Estep 
Score: -56442.339844 Penalty: 334.884735
	Iteration 0F: 2 clusters Score -56442.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -55280.449219 Penalty: 669.769470
	Iteration 0F: 3 clusters Score -55280.45 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -55624.816406 Penalty: 669.769470
	Iteration 1F: 3 clusters Score -55624.82 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -55729.191406 Penalty: 669.769470
	Iteration 2F: 3 clusters Score -55729.19 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -55841.808594 Penalty: 669.769470
	Iteration 3F: 3 clusters Score -55841.81 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -55947.355469 Penalty: 669.769470
	Iteration 4F: 3 clusters Score -55947.36 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -56054.113281 Penalty: 669.769470
	Iteration 5F: 3 clusters Score -56054.11 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -56135.164062 Penalty: 669.769470
	Iteration 6F: 3 clusters Score -56135.16 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -56196.082031 Penalty: 669.769470
	Iteration 7Q: 3 clusters Score -56196.08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56241.191406 Penalty: 669.769470
	Iteration 8Q: 3 clusters Score -56241.19 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56281.500000 Penalty: 669.769470
	Iteration 9Q: 3 clusters Score -56281.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56305.152344 Penalty: 669.769470
	Iteration 10Q: 3 clusters Score -56305.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -56319.082031 Penalty: 669.769470
	Iteration 11Q: 3 clusters Score -56319.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56332.386719 Penalty: 669.769470
	Iteration 12Q: 3 clusters Score -56332.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -56342.621094 Penalty: 669.769470
	Iteration 13Q: 3 clusters Score -56342.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -56346.589844 Penalty: 669.769470
	Iteration 14Q: 3 clusters Score -56346.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -56348.949219 Penalty: 669.769470
	Iteration 15Q: 3 clusters Score -56348.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56349.937500 Penalty: 669.769470
	Iteration 16Q: 3 clusters Score -56349.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -56350.355469 Penalty: 669.769470
	Iteration 17Q: 3 clusters Score -56350.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56350.937500 Penalty: 669.769470
	Iteration 18Q: 3 clusters Score -56350.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56350.937500 Penalty: 669.769470
	Iteration 19F: 3 clusters Score -56350.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -21832.175781 Penalty: 294.911743
	Iteration 0F: 2 clusters Score -21832.18 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 330 members 
Entering Unmasked Estep 
Score: -21292.130859 Penalty: 589.823486
	Iteration 0F: 3 clusters Score -21292.13 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -21560.986328 Penalty: 589.823486
	Iteration 1F: 3 clusters Score -21560.99 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -21626.919922 Penalty: 589.823486
	Iteration 2F: 3 clusters Score -21626.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -21657.634766 Penalty: 589.823486
	Iteration 3F: 3 clusters Score -21657.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -21678.431641 Penalty: 589.823486
	Iteration 4Q: 3 clusters Score -21678.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -21688.337891 Penalty: 589.823486
	Iteration 5Q: 3 clusters Score -21688.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -21695.751953 Penalty: 589.823486
	Iteration 6Q: 3 clusters Score -21695.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -21702.570312 Penalty: 589.823486
	Iteration 7Q: 3 clusters Score -21702.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -21703.853516 Penalty: 589.823486
	Iteration 8Q: 3 clusters Score -21703.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -21704.398438 Penalty: 589.823486
	Iteration 9Q: 3 clusters Score -21704.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -21705.234375 Penalty: 589.823486
	Iteration 10Q: 3 clusters Score -21705.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -21707.457031 Penalty: 589.823486
	Iteration 11Q: 3 clusters Score -21707.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -21708.634766 Penalty: 589.823486
	Iteration 12Q: 3 clusters Score -21708.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -21709.404297 Penalty: 589.823486
	Iteration 13Q: 3 clusters Score -21709.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -21709.404297 Penalty: 589.823486
	Iteration 14F: 3 clusters Score -21709.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Entering Unmasked Estep 
Score: -65282.886719 Penalty: 337.962097
	Iteration 0F: 2 clusters Score -65282.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -64052.039062 Penalty: 675.924194
	Iteration 0F: 3 clusters Score -64052.04 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -64520.644531 Penalty: 675.924194
	Iteration 1F: 3 clusters Score -64520.64 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -64658.429688 Penalty: 675.924194
	Iteration 2F: 3 clusters Score -64658.43 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -64805.562500 Penalty: 675.924194
	Iteration 3F: 3 clusters Score -64805.56 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -64933.433594 Penalty: 675.924194
	Iteration 4F: 3 clusters Score -64933.43 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -65024.265625 Penalty: 675.924194
	Iteration 5F: 3 clusters Score -65024.27 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -65093.488281 Penalty: 675.924194
	Iteration 6Q: 3 clusters Score -65093.49 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -65146.515625 Penalty: 675.924194
	Iteration 7Q: 3 clusters Score -65146.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -65165.179688 Penalty: 675.924194
	Iteration 8Q: 3 clusters Score -65165.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -65172.718750 Penalty: 675.924194
	Iteration 9Q: 3 clusters Score -65172.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -65173.976562 Penalty: 675.924194
	Iteration 10Q: 3 clusters Score -65173.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -65174.289062 Penalty: 675.924194
	Iteration 11Q: 3 clusters Score -65174.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -65174.289062 Penalty: 675.924194
	Iteration 12F: 3 clusters Score -65174.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -54756.281250 Penalty: 328.659943
	Iteration 0F: 2 clusters Score -54756.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -53707.429688 Penalty: 657.319885
	Iteration 0F: 3 clusters Score -53707.43 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -54023.109375 Penalty: 657.319885
	Iteration 1F: 3 clusters Score -54023.11 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -54068.105469 Penalty: 657.319885
	Iteration 2F: 3 clusters Score -54068.11 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -54106.062500 Penalty: 657.319885
	Iteration 3Q: 3 clusters Score -54106.06 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -54147.273438 Penalty: 657.319885
	Iteration 4Q: 3 clusters Score -54147.27 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -54192.937500 Penalty: 657.319885
	Iteration 5Q: 3 clusters Score -54192.94 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -54233.402344 Penalty: 657.319885
	Iteration 6Q: 3 clusters Score -54233.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -54281.250000 Penalty: 657.319885
	Iteration 7Q: 3 clusters Score -54281.25 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -54322.687500 Penalty: 657.319885
	Iteration 8Q: 3 clusters Score -54322.69 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -54354.617188 Penalty: 657.319885
	Iteration 9Q: 3 clusters Score -54354.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -54377.699219 Penalty: 657.319885
	Iteration 10Q: 3 clusters Score -54377.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -54394.468750 Penalty: 657.319885
	Iteration 11Q: 3 clusters Score -54394.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54399.492188 Penalty: 657.319885
	Iteration 12Q: 3 clusters Score -54399.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -54403.210938 Penalty: 657.319885
	Iteration 13Q: 3 clusters Score -54403.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -54407.066406 Penalty: 657.319885
	Iteration 14Q: 3 clusters Score -54407.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -54408.824219 Penalty: 657.319885
	Iteration 15Q: 3 clusters Score -54408.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -54410.152344 Penalty: 657.319885
	Iteration 16Q: 3 clusters Score -54410.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -54410.683594 Penalty: 657.319885
	Iteration 17Q: 3 clusters Score -54410.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -54411.183594 Penalty: 657.319885
	Iteration 18Q: 3 clusters Score -54411.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -54411.378906 Penalty: 657.319885
	Iteration 19Q: 3 clusters Score -54411.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -54411.414062 Penalty: 657.319885
	Iteration 20F: 3 clusters Score -54411.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54411.843750 Penalty: 657.319885
	Iteration 21Q: 3 clusters Score -54411.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -54413.480469 Penalty: 657.319885
	Iteration 22Q: 3 clusters Score -54413.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54417.324219 Penalty: 657.319885
	Iteration 23Q: 3 clusters Score -54417.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -54420.183594 Penalty: 657.319885
	Iteration 24Q: 3 clusters Score -54420.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -54424.097656 Penalty: 657.319885
	Iteration 25Q: 3 clusters Score -54424.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54426.902344 Penalty: 657.319885
	Iteration 26Q: 3 clusters Score -54426.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54429.566406 Penalty: 657.319885
	Iteration 27Q: 3 clusters Score -54429.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -54431.808594 Penalty: 657.319885
	Iteration 28Q: 3 clusters Score -54431.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -54433.277344 Penalty: 657.319885
	Iteration 29Q: 3 clusters Score -54433.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54435.117188 Penalty: 657.319885
	Iteration 30Q: 3 clusters Score -54435.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54438.511719 Penalty: 657.319885
	Iteration 31Q: 3 clusters Score -54438.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54440.730469 Penalty: 657.319885
	Iteration 32Q: 3 clusters Score -54440.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54444.945312 Penalty: 657.319885
	Iteration 33Q: 3 clusters Score -54444.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54448.785156 Penalty: 657.319885
	Iteration 34Q: 3 clusters Score -54448.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54451.156250 Penalty: 657.319885
	Iteration 35Q: 3 clusters Score -54451.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54454.636719 Penalty: 657.319885
	Iteration 36Q: 3 clusters Score -54454.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54460.984375 Penalty: 657.319885
	Iteration 37Q: 3 clusters Score -54460.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -54466.246094 Penalty: 657.319885
	Iteration 38Q: 3 clusters Score -54466.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -54471.687500 Penalty: 657.319885
	Iteration 39Q: 3 clusters Score -54471.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -54477.937500 Penalty: 657.319885
	Iteration 40F: 3 clusters Score -54477.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -54483.445312 Penalty: 657.319885
	Iteration 41Q: 3 clusters Score -54483.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -54485.128906 Penalty: 657.319885
	Iteration 42Q: 3 clusters Score -54485.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -54486.250000 Penalty: 657.319885
	Iteration 43Q: 3 clusters Score -54486.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -54487.914062 Penalty: 657.319885
	Iteration 44Q: 3 clusters Score -54487.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -54491.476562 Penalty: 657.319885
	Iteration 45Q: 3 clusters Score -54491.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -54493.621094 Penalty: 657.319885
	Iteration 46Q: 3 clusters Score -54493.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -54495.167969 Penalty: 657.319885
	Iteration 47Q: 3 clusters Score -54495.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -54495.167969 Penalty: 657.319885
	Iteration 48F: 3 clusters Score -54495.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Entering Unmasked Estep 
Score: -88331.960938 Penalty: 348.082672
	Iteration 0F: 2 clusters Score -88331.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -86824.640625 Penalty: 696.165344
	Iteration 0F: 3 clusters Score -86824.64 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -87340.320312 Penalty: 696.165344
	Iteration 1F: 3 clusters Score -87340.32 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -87422.359375 Penalty: 696.165344
	Iteration 2F: 3 clusters Score -87422.36 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -87475.148438 Penalty: 696.165344
	Iteration 3F: 3 clusters Score -87475.15 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -87520.828125 Penalty: 696.165344
	Iteration 4Q: 3 clusters Score -87520.83 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -87562.195312 Penalty: 696.165344
	Iteration 5Q: 3 clusters Score -87562.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -87596.992188 Penalty: 696.165344
	Iteration 6Q: 3 clusters Score -87596.99 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -87629.437500 Penalty: 696.165344
	Iteration 7Q: 3 clusters Score -87629.44 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -87668.875000 Penalty: 696.165344
	Iteration 8Q: 3 clusters Score -87668.88 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -87721.414062 Penalty: 696.165344
	Iteration 9Q: 3 clusters Score -87721.41 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -87787.429688 Penalty: 696.165344
	Iteration 10Q: 3 clusters Score -87787.43 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -87851.835938 Penalty: 696.165344
	Iteration 11Q: 3 clusters Score -87851.84 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -87922.015625 Penalty: 696.165344
	Iteration 12Q: 3 clusters Score -87922.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -87970.039062 Penalty: 696.165344
	Iteration 13Q: 3 clusters Score -87970.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -88002.718750 Penalty: 696.165344
	Iteration 14Q: 3 clusters Score -88002.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -88018.820312 Penalty: 696.165344
	Iteration 15Q: 3 clusters Score -88018.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -88031.132812 Penalty: 696.165344
	Iteration 16Q: 3 clusters Score -88031.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -88043.695312 Penalty: 696.165344
	Iteration 17Q: 3 clusters Score -88043.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -88053.625000 Penalty: 696.165344
	Iteration 18Q: 3 clusters Score -88053.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -88055.078125 Penalty: 696.165344
	Iteration 19Q: 3 clusters Score -88055.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -88055.078125 Penalty: 696.165344
	Iteration 20F: 3 clusters Score -88055.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Entering Unmasked Estep 
Score: -63499.265625 Penalty: 334.008026
	Iteration 0F: 2 clusters Score -63499.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -62369.710938 Penalty: 668.016052
	Iteration 0F: 3 clusters Score -62369.71 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -62727.164062 Penalty: 668.016052
	Iteration 1F: 3 clusters Score -62727.16 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -62789.441406 Penalty: 668.016052
	Iteration 2F: 3 clusters Score -62789.44 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -62843.863281 Penalty: 668.016052
	Iteration 3F: 3 clusters Score -62843.86 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -62893.433594 Penalty: 668.016052
	Iteration 4F: 3 clusters Score -62893.43 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -62929.066406 Penalty: 668.016052
	Iteration 5Q: 3 clusters Score -62929.07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -62959.109375 Penalty: 668.016052
	Iteration 6Q: 3 clusters Score -62959.11 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -62993.667969 Penalty: 668.016052
	Iteration 7Q: 3 clusters Score -62993.67 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -63018.738281 Penalty: 668.016052
	Iteration 8Q: 3 clusters Score -63018.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63039.722656 Penalty: 668.016052
	Iteration 9Q: 3 clusters Score -63039.72 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63062.511719 Penalty: 668.016052
	Iteration 10Q: 3 clusters Score -63062.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63083.078125 Penalty: 668.016052
	Iteration 11Q: 3 clusters Score -63083.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63099.617188 Penalty: 668.016052
	Iteration 12Q: 3 clusters Score -63099.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63118.050781 Penalty: 668.016052
	Iteration 13Q: 3 clusters Score -63118.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -63132.582031 Penalty: 668.016052
	Iteration 14Q: 3 clusters Score -63132.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -63141.023438 Penalty: 668.016052
	Iteration 15Q: 3 clusters Score -63141.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -63152.917969 Penalty: 668.016052
	Iteration 16Q: 3 clusters Score -63152.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -63165.914062 Penalty: 668.016052
	Iteration 17Q: 3 clusters Score -63165.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -63176.960938 Penalty: 668.016052
	Iteration 18Q: 3 clusters Score -63176.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -63187.929688 Penalty: 668.016052
	Iteration 19Q: 3 clusters Score -63187.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -63194.789062 Penalty: 668.016052
	Iteration 20F: 3 clusters Score -63194.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -63204.488281 Penalty: 668.016052
	Iteration 21Q: 3 clusters Score -63204.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -63213.558594 Penalty: 668.016052
	Iteration 22Q: 3 clusters Score -63213.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -63218.796875 Penalty: 668.016052
	Iteration 23Q: 3 clusters Score -63218.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -63222.855469 Penalty: 668.016052
	Iteration 24Q: 3 clusters Score -63222.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -63225.828125 Penalty: 668.016052
	Iteration 25Q: 3 clusters Score -63225.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -63227.558594 Penalty: 668.016052
	Iteration 26Q: 3 clusters Score -63227.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -63228.753906 Penalty: 668.016052
	Iteration 27Q: 3 clusters Score -63228.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -63228.753906 Penalty: 668.016052
	Iteration 28F: 3 clusters Score -63228.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Entering Unmasked Estep 
Score: -68757.070312 Penalty: 338.016205
	Iteration 0F: 2 clusters Score -68757.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -67517.000000 Penalty: 676.032410
	Iteration 0F: 3 clusters Score -67517 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -67903.914062 Penalty: 676.032410
	Iteration 1F: 3 clusters Score -67903.91 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -67989.179688 Penalty: 676.032410
	Iteration 2F: 3 clusters Score -67989.18 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -68071.484375 Penalty: 676.032410
	Iteration 3F: 3 clusters Score -68071.48 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -68141.898438 Penalty: 676.032410
	Iteration 4F: 3 clusters Score -68141.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -68201.492188 Penalty: 676.032410
	Iteration 5F: 3 clusters Score -68201.49 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -68245.703125 Penalty: 676.032410
	Iteration 6F: 3 clusters Score -68245.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -68277.703125 Penalty: 676.032410
	Iteration 7Q: 3 clusters Score -68277.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -68303.609375 Penalty: 676.032410
	Iteration 8Q: 3 clusters Score -68303.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -68320.656250 Penalty: 676.032410
	Iteration 9Q: 3 clusters Score -68320.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -68333.140625 Penalty: 676.032410
	Iteration 10Q: 3 clusters Score -68333.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -68343.062500 Penalty: 676.032410
	Iteration 11Q: 3 clusters Score -68343.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -68349.390625 Penalty: 676.032410
	Iteration 12Q: 3 clusters Score -68349.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -68355.164062 Penalty: 676.032410
	Iteration 13Q: 3 clusters Score -68355.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -68364.445312 Penalty: 676.032410
	Iteration 14Q: 3 clusters Score -68364.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -68372.671875 Penalty: 676.032410
	Iteration 15Q: 3 clusters Score -68372.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -68377.312500 Penalty: 676.032410
	Iteration 16Q: 3 clusters Score -68377.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -68379.601562 Penalty: 676.032410
	Iteration 17Q: 3 clusters Score -68379.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -68381.906250 Penalty: 676.032410
	Iteration 18Q: 3 clusters Score -68381.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -68386.414062 Penalty: 676.032410
	Iteration 19Q: 3 clusters Score -68386.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -68387.523438 Penalty: 676.032410
	Iteration 20F: 3 clusters Score -68387.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -68389.179688 Penalty: 676.032410
	Iteration 21Q: 3 clusters Score -68389.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -68390.812500 Penalty: 676.032410
	Iteration 22Q: 3 clusters Score -68390.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -68391.671875 Penalty: 676.032410
	Iteration 23Q: 3 clusters Score -68391.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -68392.562500 Penalty: 676.032410
	Iteration 24Q: 3 clusters Score -68392.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -68392.890625 Penalty: 676.032410
	Iteration 25Q: 3 clusters Score -68392.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -68393.687500 Penalty: 676.032410
	Iteration 26Q: 3 clusters Score -68393.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -68395.820312 Penalty: 676.032410
	Iteration 27Q: 3 clusters Score -68395.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -68399.289062 Penalty: 676.032410
	Iteration 28Q: 3 clusters Score -68399.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -68401.734375 Penalty: 676.032410
	Iteration 29Q: 3 clusters Score -68401.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -68402.796875 Penalty: 676.032410
	Iteration 30Q: 3 clusters Score -68402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -68403.117188 Penalty: 676.032410
	Iteration 31Q: 3 clusters Score -68403.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -68403.164062 Penalty: 676.032410
	Iteration 32Q: 3 clusters Score -68403.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -68403.445312 Penalty: 676.032410
	Iteration 33Q: 3 clusters Score -68403.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -68404.742188 Penalty: 676.032410
	Iteration 34Q: 3 clusters Score -68404.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -68405.406250 Penalty: 676.032410
	Iteration 35Q: 3 clusters Score -68405.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -68405.718750 Penalty: 676.032410
	Iteration 36Q: 3 clusters Score -68405.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -68406.125000 Penalty: 676.032410
	Iteration 37Q: 3 clusters Score -68406.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -68406.468750 Penalty: 676.032410
	Iteration 38Q: 3 clusters Score -68406.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -68406.656250 Penalty: 676.032410
	Iteration 39Q: 3 clusters Score -68406.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -68407.515625 Penalty: 676.032410
	Iteration 40F: 3 clusters Score -68407.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -68407.898438 Penalty: 676.032410
	Iteration 41Q: 3 clusters Score -68407.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -68408.875000 Penalty: 676.032410
	Iteration 42Q: 3 clusters Score -68408.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -68409.179688 Penalty: 676.032410
	Iteration 43Q: 3 clusters Score -68409.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -68409.781250 Penalty: 676.032410
	Iteration 44Q: 3 clusters Score -68409.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -68410.835938 Penalty: 676.032410
	Iteration 45Q: 3 clusters Score -68410.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -68411.351562 Penalty: 676.032410
	Iteration 46Q: 3 clusters Score -68411.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -68413.101562 Penalty: 676.032410
	Iteration 47Q: 3 clusters Score -68413.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -68415.156250 Penalty: 676.032410
	Iteration 48Q: 3 clusters Score -68415.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -68417.671875 Penalty: 676.032410
	Iteration 49Q: 3 clusters Score -68417.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -68419.617188 Penalty: 676.032410
	Iteration 50Q: 3 clusters Score -68419.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -68421.164062 Penalty: 676.032410
	Iteration 51Q: 3 clusters Score -68421.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -68421.906250 Penalty: 676.032410
	Iteration 52Q: 3 clusters Score -68421.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -68422.140625 Penalty: 676.032410
	Iteration 53Q: 3 clusters Score -68422.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -68422.875000 Penalty: 676.032410
	Iteration 54Q: 3 clusters Score -68422.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -68423.570312 Penalty: 676.032410
	Iteration 55Q: 3 clusters Score -68423.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -68424.726562 Penalty: 676.032410
	Iteration 56Q: 3 clusters Score -68424.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -68425.968750 Penalty: 676.032410
	Iteration 57Q: 3 clusters Score -68425.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -68427.476562 Penalty: 676.032410
	Iteration 58Q: 3 clusters Score -68427.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -68429.984375 Penalty: 676.032410
	Iteration 59Q: 3 clusters Score -68429.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -68431.742188 Penalty: 676.032410
	Iteration 60F: 3 clusters Score -68431.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -68432.710938 Penalty: 676.032410
	Iteration 61Q: 3 clusters Score -68432.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -68433.054688 Penalty: 676.032410
	Iteration 62Q: 3 clusters Score -68433.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -68433.054688 Penalty: 676.032410
	Iteration 63F: 3 clusters Score -68433.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Entering Unmasked Estep 
Score: -109468.101562 Penalty: 357.515381
	Iteration 0F: 2 clusters Score -109468.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -107636.828125 Penalty: 715.030762
	Iteration 0F: 3 clusters Score -107636.8 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -108287.992188 Penalty: 715.030762
	Iteration 1F: 3 clusters Score -108288 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -108441.343750 Penalty: 715.030762
	Iteration 2F: 3 clusters Score -108441.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -108568.531250 Penalty: 715.030762
	Iteration 3F: 3 clusters Score -108568.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -108659.914062 Penalty: 715.030762
	Iteration 4F: 3 clusters Score -108659.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -108748.335938 Penalty: 715.030762
	Iteration 5Q: 3 clusters Score -108748.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -108838.695312 Penalty: 715.030762
	Iteration 6Q: 3 clusters Score -108838.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -108904.351562 Penalty: 715.030762
	Iteration 7Q: 3 clusters Score -108904.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -108947.460938 Penalty: 715.030762
	Iteration 8Q: 3 clusters Score -108947.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -108973.671875 Penalty: 715.030762
	Iteration 9Q: 3 clusters Score -108973.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -108999.664062 Penalty: 715.030762
	Iteration 10Q: 3 clusters Score -108999.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -109018.695312 Penalty: 715.030762
	Iteration 11Q: 3 clusters Score -109018.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -109032.578125 Penalty: 715.030762
	Iteration 12Q: 3 clusters Score -109032.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -109042.148438 Penalty: 715.030762
	Iteration 13Q: 3 clusters Score -109042.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -109048.734375 Penalty: 715.030762
	Iteration 14Q: 3 clusters Score -109048.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -109056.343750 Penalty: 715.030762
	Iteration 15Q: 3 clusters Score -109056.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -109063.640625 Penalty: 715.030762
	Iteration 16Q: 3 clusters Score -109063.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -109070.875000 Penalty: 715.030762
	Iteration 17Q: 3 clusters Score -109070.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -109078.554688 Penalty: 715.030762
	Iteration 18Q: 3 clusters Score -109078.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -109082.023438 Penalty: 715.030762
	Iteration 19Q: 3 clusters Score -109082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -109085.601562 Penalty: 715.030762
	Iteration 20F: 3 clusters Score -109085.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -109088.281250 Penalty: 715.030762
	Iteration 21Q: 3 clusters Score -109088.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -109092.296875 Penalty: 715.030762
	Iteration 22Q: 3 clusters Score -109092.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -109100.437500 Penalty: 715.030762
	Iteration 23Q: 3 clusters Score -109100.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -109106.023438 Penalty: 715.030762
	Iteration 24Q: 3 clusters Score -109106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -109111.468750 Penalty: 715.030762
	Iteration 25Q: 3 clusters Score -109111.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -109115.976562 Penalty: 715.030762
	Iteration 26Q: 3 clusters Score -109116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -109117.578125 Penalty: 715.030762
	Iteration 27Q: 3 clusters Score -109117.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -109118.796875 Penalty: 715.030762
	Iteration 28Q: 3 clusters Score -109118.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -109118.953125 Penalty: 715.030762
	Iteration 29Q: 3 clusters Score -109119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -109119.414062 Penalty: 715.030762
	Iteration 30Q: 3 clusters Score -109119.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -109119.656250 Penalty: 715.030762
	Iteration 31Q: 3 clusters Score -109119.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -109120.484375 Penalty: 715.030762
	Iteration 32Q: 3 clusters Score -109120.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -109124.375000 Penalty: 715.030762
	Iteration 33Q: 3 clusters Score -109124.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -109126.203125 Penalty: 715.030762
	Iteration 34Q: 3 clusters Score -109126.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -109129.796875 Penalty: 715.030762
	Iteration 35Q: 3 clusters Score -109129.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -109132.031250 Penalty: 715.030762
	Iteration 36Q: 3 clusters Score -109132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -109133.234375 Penalty: 715.030762
	Iteration 37Q: 3 clusters Score -109133.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -109133.851562 Penalty: 715.030762
	Iteration 38Q: 3 clusters Score -109133.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -109133.851562 Penalty: 715.030762
	Iteration 39F: 3 clusters Score -109133.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Entering Unmasked Estep 
Score: -81245.453125 Penalty: 346.942383
	Iteration 0F: 2 clusters Score -81245.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -79803.664062 Penalty: 693.884766
	Iteration 0F: 3 clusters Score -79803.66 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -80317.781250 Penalty: 693.884766
	Iteration 1F: 3 clusters Score -80317.78 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -80428.296875 Penalty: 693.884766
	Iteration 2F: 3 clusters Score -80428.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -80513.390625 Penalty: 693.884766
	Iteration 3F: 3 clusters Score -80513.39 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -80576.085938 Penalty: 693.884766
	Iteration 4Q: 3 clusters Score -80576.09 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -80630.546875 Penalty: 693.884766
	Iteration 5Q: 3 clusters Score -80630.55 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -80667.890625 Penalty: 693.884766
	Iteration 6Q: 3 clusters Score -80667.89 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -80705.843750 Penalty: 693.884766
	Iteration 7Q: 3 clusters Score -80705.84 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -80738.875000 Penalty: 693.884766
	Iteration 8Q: 3 clusters Score -80738.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -80764.820312 Penalty: 693.884766
	Iteration 9Q: 3 clusters Score -80764.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -80789.656250 Penalty: 693.884766
	Iteration 10Q: 3 clusters Score -80789.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -80815.750000 Penalty: 693.884766
	Iteration 11Q: 3 clusters Score -80815.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -80841.296875 Penalty: 693.884766
	Iteration 12Q: 3 clusters Score -80841.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -80868.656250 Penalty: 693.884766
	Iteration 13Q: 3 clusters Score -80868.66 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -80904.507812 Penalty: 693.884766
	Iteration 14Q: 3 clusters Score -80904.51 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -80934.140625 Penalty: 693.884766
	Iteration 15Q: 3 clusters Score -80934.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -80953.828125 Penalty: 693.884766
	Iteration 16Q: 3 clusters Score -80953.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -80971.351562 Penalty: 693.884766
	Iteration 17Q: 3 clusters Score -80971.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -80983.734375 Penalty: 693.884766
	Iteration 18Q: 3 clusters Score -80983.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -80989.984375 Penalty: 693.884766
	Iteration 19Q: 3 clusters Score -80989.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -80997.125000 Penalty: 693.884766
	Iteration 20F: 3 clusters Score -80997.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -81000.226562 Penalty: 693.884766
	Iteration 21Q: 3 clusters Score -81000.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -81002.796875 Penalty: 693.884766
	Iteration 22Q: 3 clusters Score -81002.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -81004.531250 Penalty: 693.884766
	Iteration 23Q: 3 clusters Score -81004.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -81005.250000 Penalty: 693.884766
	Iteration 24Q: 3 clusters Score -81005.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -81005.320312 Penalty: 693.884766
	Iteration 25Q: 3 clusters Score -81005.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -81005.320312 Penalty: 693.884766
	Iteration 26F: 3 clusters Score -81005.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -3848.521729 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -3848.522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -3622.280029 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -3622.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3670.483643 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -3670.484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3695.561035 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -3695.561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3704.909668 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -3704.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3707.835693 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -3707.836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -3709.569580 Penalty: 443.642975
	Iteration 5Q: 3 clusters Score -3709.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3712.608887 Penalty: 443.642975
	Iteration 6Q: 3 clusters Score -3712.609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3713.009033 Penalty: 443.642975
	Iteration 7Q: 3 clusters Score -3713.009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3713.009033 Penalty: 443.642975
	Iteration 8F: 3 clusters Score -3713.009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -64888.304688 Penalty: 337.663574
	Iteration 0F: 2 clusters Score -64888.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -63699.191406 Penalty: 675.327148
	Iteration 0F: 3 clusters Score -63699.19 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -64068.238281 Penalty: 675.327148
	Iteration 1F: 3 clusters Score -64068.24 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -64138.000000 Penalty: 675.327148
	Iteration 2F: 3 clusters Score -64138 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -64200.917969 Penalty: 675.327148
	Iteration 3F: 3 clusters Score -64200.92 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -64252.175781 Penalty: 675.327148
	Iteration 4Q: 3 clusters Score -64252.18 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -64300.390625 Penalty: 675.327148
	Iteration 5Q: 3 clusters Score -64300.39 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -64346.101562 Penalty: 675.327148
	Iteration 6Q: 3 clusters Score -64346.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -64393.410156 Penalty: 675.327148
	Iteration 7Q: 3 clusters Score -64393.41 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -64462.027344 Penalty: 675.327148
	Iteration 8Q: 3 clusters Score -64462.03 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -64551.312500 Penalty: 675.327148
	Iteration 9F: 3 clusters Score -64551.31 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -64609.625000 Penalty: 675.327148
	Iteration 10Q: 3 clusters Score -64609.62 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -64643.000000 Penalty: 675.327148
	Iteration 11Q: 3 clusters Score -64643 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -64666.949219 Penalty: 675.327148
	Iteration 12Q: 3 clusters Score -64666.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -64686.140625 Penalty: 675.327148
	Iteration 13Q: 3 clusters Score -64686.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -64693.414062 Penalty: 675.327148
	Iteration 14Q: 3 clusters Score -64693.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -64701.847656 Penalty: 675.327148
	Iteration 15Q: 3 clusters Score -64701.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -64711.402344 Penalty: 675.327148
	Iteration 16Q: 3 clusters Score -64711.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -64717.910156 Penalty: 675.327148
	Iteration 17Q: 3 clusters Score -64717.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -64724.933594 Penalty: 675.327148
	Iteration 18Q: 3 clusters Score -64724.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -64738.679688 Penalty: 675.327148
	Iteration 19Q: 3 clusters Score -64738.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -64752.406250 Penalty: 675.327148
	Iteration 20F: 3 clusters Score -64752.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -64767.578125 Penalty: 675.327148
	Iteration 21Q: 3 clusters Score -64767.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -64777.339844 Penalty: 675.327148
	Iteration 22Q: 3 clusters Score -64777.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -64783.843750 Penalty: 675.327148
	Iteration 23Q: 3 clusters Score -64783.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -64792.730469 Penalty: 675.327148
	Iteration 24Q: 3 clusters Score -64792.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -64799.937500 Penalty: 675.327148
	Iteration 25Q: 3 clusters Score -64799.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -64805.933594 Penalty: 675.327148
	Iteration 26Q: 3 clusters Score -64805.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -64807.152344 Penalty: 675.327148
	Iteration 27Q: 3 clusters Score -64807.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -64808.425781 Penalty: 675.327148
	Iteration 28Q: 3 clusters Score -64808.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -64808.734375 Penalty: 675.327148
	Iteration 29Q: 3 clusters Score -64808.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -64809.425781 Penalty: 675.327148
	Iteration 30Q: 3 clusters Score -64809.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -64809.675781 Penalty: 675.327148
	Iteration 31Q: 3 clusters Score -64809.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -64809.933594 Penalty: 675.327148
	Iteration 32Q: 3 clusters Score -64809.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -64809.933594 Penalty: 675.327148
	Iteration 33F: 3 clusters Score -64809.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (285106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285106 members 
Entering Unmasked Estep 
Score: -11842128.000000 Penalty: 571.508057
	Iteration 0F: 2 clusters Score -1.184213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142454 members 
Mstep: Class 2 contains 142652 members 
Entering Unmasked Estep 
Score: -11648120.000000 Penalty: 1143.016113
	Iteration 0F: 3 clusters Score -1.164812e+07 nChanged 140891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140427 members 
Mstep: Class 2 contains 144679 members 
Entering Unmasked Estep 
Score: -11735703.000000 Penalty: 1143.016113
	Iteration 1F: 3 clusters Score -1.17357e+07 nChanged 12720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138291 members 
Mstep: Class 2 contains 146815 members 
Entering Unmasked Estep 
Score: -11742084.000000 Penalty: 1143.016113
	Iteration 2Q: 3 clusters Score -1.174208e+07 nChanged 15853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134854 members 
Mstep: Class 2 contains 150252 members 
Entering Unmasked Estep 
Score: -11752516.000000 Penalty: 1143.016113
	Iteration 3F: 3 clusters Score -1.175252e+07 nChanged 18548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130556 members 
Mstep: Class 2 contains 154550 members 
Entering Unmasked Estep 
Score: -11767190.000000 Penalty: 1143.016113
	Iteration 4F: 3 clusters Score -1.176719e+07 nChanged 19056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126536 members 
Mstep: Class 2 contains 158570 members 
Entering Unmasked Estep 
Score: -11780757.000000 Penalty: 1143.016113
	Iteration 5F: 3 clusters Score -1.178076e+07 nChanged 14658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123304 members 
Mstep: Class 2 contains 161802 members 
Entering Unmasked Estep 
Score: -11787053.000000 Penalty: 1143.016113
	Iteration 6F: 3 clusters Score -1.178705e+07 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120442 members 
Mstep: Class 2 contains 164664 members 
Entering Unmasked Estep 
Score: -11789019.000000 Penalty: 1143.016113
	Iteration 7Q: 3 clusters Score -1.178902e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117363 members 
Mstep: Class 2 contains 167743 members 
Entering Unmasked Estep 
Score: -11789913.000000 Penalty: 1143.016113
	Iteration 8Q: 3 clusters Score -1.178991e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114065 members 
Mstep: Class 2 contains 171041 members 
Entering Unmasked Estep 
Score: -11790704.000000 Penalty: 1143.016113
	Iteration 9Q: 3 clusters Score -1.17907e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110415 members 
Mstep: Class 2 contains 174691 members 
Entering Unmasked Estep 
Score: -11791495.000000 Penalty: 1143.016113
	Iteration 10Q: 3 clusters Score -1.17915e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106501 members 
Mstep: Class 2 contains 178605 members 
Entering Unmasked Estep 
Score: -11792363.000000 Penalty: 1143.016113
	Iteration 11Q: 3 clusters Score -1.179236e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102159 members 
Mstep: Class 2 contains 182947 members 
Entering Unmasked Estep 
Score: -11793483.000000 Penalty: 1143.016113
	Iteration 12Q: 3 clusters Score -1.179348e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97476 members 
Mstep: Class 2 contains 187630 members 
Entering Unmasked Estep 
Score: -11794775.000000 Penalty: 1143.016113
	Iteration 13Q: 3 clusters Score -1.179478e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92504 members 
Mstep: Class 2 contains 192602 members 
Entering Unmasked Estep 
Score: -11796169.000000 Penalty: 1143.016113
	Iteration 14Q: 3 clusters Score -1.179617e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87124 members 
Mstep: Class 2 contains 197982 members 
Entering Unmasked Estep 
Score: -11797815.000000 Penalty: 1143.016113
	Iteration 15Q: 3 clusters Score -1.179782e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81402 members 
Mstep: Class 2 contains 203704 members 
Entering Unmasked Estep 
Score: -11799717.000000 Penalty: 1143.016113
	Iteration 16Q: 3 clusters Score -1.179972e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75467 members 
Mstep: Class 2 contains 209639 members 
Entering Unmasked Estep 
Score: -11801850.000000 Penalty: 1143.016113
	Iteration 17Q: 3 clusters Score -1.180185e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 215808 members 
Entering Unmasked Estep 
Score: -11804078.000000 Penalty: 1143.016113
	Iteration 18Q: 3 clusters Score -1.180408e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 222157 members 
Entering Unmasked Estep 
Score: -11806518.000000 Penalty: 1143.016113
	Iteration 19Q: 3 clusters Score -1.180652e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 228714 members 
Entering Unmasked Estep 
Score: -11809335.000000 Penalty: 1143.016113
	Iteration 20F: 3 clusters Score -1.180934e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 235393 members 
Entering Unmasked Estep 
Score: -11812453.000000 Penalty: 1143.016113
	Iteration 21Q: 3 clusters Score -1.181245e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 242027 members 
Entering Unmasked Estep 
Score: -11815685.000000 Penalty: 1143.016113
	Iteration 22Q: 3 clusters Score -1.181568e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 248450 members 
Entering Unmasked Estep 
Score: -11819092.000000 Penalty: 1143.016113
	Iteration 23Q: 3 clusters Score -1.181909e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 254662 members 
Entering Unmasked Estep 
Score: -11822474.000000 Penalty: 1143.016113
	Iteration 24Q: 3 clusters Score -1.182247e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 260357 members 
Entering Unmasked Estep 
Score: -11825714.000000 Penalty: 1143.016113
	Iteration 25Q: 3 clusters Score -1.182571e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 265518 members 
Entering Unmasked Estep 
Score: -11828840.000000 Penalty: 1143.016113
	Iteration 26Q: 3 clusters Score -1.182884e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 270054 members 
Entering Unmasked Estep 
Score: -11831690.000000 Penalty: 1143.016113
	Iteration 27Q: 3 clusters Score -1.183169e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 273933 members 
Entering Unmasked Estep 
Score: -11834282.000000 Penalty: 1143.016113
	Iteration 28Q: 3 clusters Score -1.183428e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 276992 members 
Entering Unmasked Estep 
Score: -11836446.000000 Penalty: 1143.016113
	Iteration 29Q: 3 clusters Score -1.183645e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 279367 members 
Entering Unmasked Estep 
Score: -11838135.000000 Penalty: 1143.016113
	Iteration 30Q: 3 clusters Score -1.183814e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 281159 members 
Entering Unmasked Estep 
Score: -11839449.000000 Penalty: 1143.016113
	Iteration 31Q: 3 clusters Score -1.183945e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 282426 members 
Entering Unmasked Estep 
Score: -11840311.000000 Penalty: 1143.016113
	Iteration 32Q: 3 clusters Score -1.184031e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 283365 members 
Entering Unmasked Estep 
Score: -11840926.000000 Penalty: 1143.016113
	Iteration 33Q: 3 clusters Score -1.184093e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 283968 members 
Entering Unmasked Estep 
Score: -11841269.000000 Penalty: 1143.016113
	Iteration 34Q: 3 clusters Score -1.184127e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 284308 members 
Entering Unmasked Estep 
Score: -11841481.000000 Penalty: 1143.016113
	Iteration 35Q: 3 clusters Score -1.184148e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 284489 members 
Entering Unmasked Estep 
Score: -11841595.000000 Penalty: 1143.016113
	Iteration 36Q: 3 clusters Score -1.18416e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 284591 members 
Entering Unmasked Estep 
Score: -11841671.000000 Penalty: 1143.016113
	Iteration 37Q: 3 clusters Score -1.184167e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 284655 members 
Entering Unmasked Estep 
Score: -11841734.000000 Penalty: 1143.016113
	Iteration 38Q: 3 clusters Score -1.184173e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 284685 members 
Entering Unmasked Estep 
Score: -11841769.000000 Penalty: 1143.016113
	Iteration 39Q: 3 clusters Score -1.184177e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 284701 members 
Entering Unmasked Estep 
Score: -11841782.000000 Penalty: 1143.016113
	Iteration 40F: 3 clusters Score -1.184178e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 284709 members 
Entering Unmasked Estep 
Score: -11841799.000000 Penalty: 1143.016113
	Iteration 41Q: 3 clusters Score -1.18418e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 284712 members 
Entering Unmasked Estep 
Score: -11841807.000000 Penalty: 1143.016113
	Iteration 42Q: 3 clusters Score -1.184181e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 284722 members 
Entering Unmasked Estep 
Score: -11841815.000000 Penalty: 1143.016113
	Iteration 43Q: 3 clusters Score -1.184182e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 284728 members 
Entering Unmasked Estep 
Score: -11841836.000000 Penalty: 1143.016113
	Iteration 44Q: 3 clusters Score -1.184184e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 284729 members 
Entering Unmasked Estep 
Score: -11841845.000000 Penalty: 1143.016113
	Iteration 45Q: 3 clusters Score -1.184184e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 284727 members 
Entering Unmasked Estep 
Score: -11841860.000000 Penalty: 1143.016113
	Iteration 46Q: 3 clusters Score -1.184186e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 284725 members 
Entering Unmasked Estep 
Score: -11841863.000000 Penalty: 1143.016113
	Iteration 47Q: 3 clusters Score -1.184186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 284723 members 
Entering Unmasked Estep 
Score: -11841860.000000 Penalty: 1143.016113
	Iteration 48Q: 3 clusters Score -1.184186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 284722 members 
Entering Unmasked Estep 
Score: -11841857.000000 Penalty: 1143.016113
	Iteration 49Q: 3 clusters Score -1.184186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 284719 members 
Entering Unmasked Estep 
Score: -11841855.000000 Penalty: 1143.016113
	Iteration 50Q: 3 clusters Score -1.184186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 284712 members 
Entering Unmasked Estep 
Score: -11841854.000000 Penalty: 1143.016113
	Iteration 51Q: 3 clusters Score -1.184185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 284708 members 
Entering Unmasked Estep 
Score: -11841866.000000 Penalty: 1143.016113
	Iteration 52Q: 3 clusters Score -1.184187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 284702 members 
Entering Unmasked Estep 
Score: -11841873.000000 Penalty: 1143.016113
	Iteration 53Q: 3 clusters Score -1.184187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 284699 members 
Entering Unmasked Estep 
Score: -11841867.000000 Penalty: 1143.016113
	Iteration 54Q: 3 clusters Score -1.184187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 284697 members 
Entering Unmasked Estep 
Score: -11841865.000000 Penalty: 1143.016113
	Iteration 55Q: 3 clusters Score -1.184186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 284694 members 
Entering Unmasked Estep 
Score: -11841858.000000 Penalty: 1143.016113
	Iteration 56Q: 3 clusters Score -1.184186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 284693 members 
Entering Unmasked Estep 
Score: -11841863.000000 Penalty: 1143.016113
	Iteration 57Q: 3 clusters Score -1.184186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 284692 members 
Entering Unmasked Estep 
Score: -11841868.000000 Penalty: 1143.016113
	Iteration 58Q: 3 clusters Score -1.184187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 284692 members 
Entering Unmasked Estep 
Score: -11841868.000000 Penalty: 1143.016113
	Iteration 59F: 3 clusters Score -1.184187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 284690 members 
Entering Unmasked Estep 
Score: -11841874.000000 Penalty: 1143.016113
	Iteration 60F: 3 clusters Score -1.184187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 284687 members 
Entering Unmasked Estep 
Score: -11841865.000000 Penalty: 1143.016113
	Iteration 61Q: 3 clusters Score -1.184186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 284680 members 
Entering Unmasked Estep 
Score: -11841859.000000 Penalty: 1143.016113
	Iteration 62Q: 3 clusters Score -1.184186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 284675 members 
Entering Unmasked Estep 
Score: -11841879.000000 Penalty: 1143.016113
	Iteration 63Q: 3 clusters Score -1.184188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 284673 members 
Entering Unmasked Estep 
Score: -11841877.000000 Penalty: 1143.016113
	Iteration 64Q: 3 clusters Score -1.184188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 284672 members 
Entering Unmasked Estep 
Score: -11841877.000000 Penalty: 1143.016113
	Iteration 65Q: 3 clusters Score -1.184188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 284669 members 
Entering Unmasked Estep 
Score: -11841873.000000 Penalty: 1143.016113
	Iteration 66Q: 3 clusters Score -1.184187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 284665 members 
Entering Unmasked Estep 
Score: -11841874.000000 Penalty: 1143.016113
	Iteration 67Q: 3 clusters Score -1.184187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 284665 members 
Entering Unmasked Estep 
Score: -11841873.000000 Penalty: 1143.016113
	Iteration 68Q: 3 clusters Score -1.184187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 284664 members 
Entering Unmasked Estep 
Score: -11841871.000000 Penalty: 1143.016113
	Iteration 69Q: 3 clusters Score -1.184187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 284664 members 
Entering Unmasked Estep 
Score: -11841867.000000 Penalty: 1143.016113
	Iteration 70Q: 3 clusters Score -1.184187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 284664 members 
Entering Unmasked Estep 
Score: -11841873.000000 Penalty: 1143.016113
	Iteration 71Q: 3 clusters Score -1.184187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 284663 members 
Entering Unmasked Estep 
Score: -11841866.000000 Penalty: 1143.016113
	Iteration 72Q: 3 clusters Score -1.184187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 284662 members 
Entering Unmasked Estep 
Score: -11841866.000000 Penalty: 1143.016113
	Iteration 73Q: 3 clusters Score -1.184187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 284661 members 
Entering Unmasked Estep 
Score: -11841865.000000 Penalty: 1143.016113
	Iteration 74Q: 3 clusters Score -1.184186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 284660 members 
Entering Unmasked Estep 
Score: -11841870.000000 Penalty: 1143.016113
	Iteration 75Q: 3 clusters Score -1.184187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 284659 members 
Entering Unmasked Estep 
Score: -11841871.000000 Penalty: 1143.016113
	Iteration 76Q: 3 clusters Score -1.184187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 284657 members 
Entering Unmasked Estep 
Score: -11841873.000000 Penalty: 1143.016113
	Iteration 77Q: 3 clusters Score -1.184187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 284657 members 
Entering Unmasked Estep 
Score: -11841873.000000 Penalty: 1143.016113
	Iteration 78F: 3 clusters Score -1.184187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -10633.513672 Penalty: 266.144287
	Iteration 0F: 2 clusters Score -10633.51 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 183 members 
Entering Unmasked Estep 
Score: -10266.028320 Penalty: 532.288574
	Iteration 0F: 3 clusters Score -10266.03 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -10370.845703 Penalty: 532.288574
	Iteration 1F: 3 clusters Score -10370.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10400.600586 Penalty: 532.288574
	Iteration 2F: 3 clusters Score -10400.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10429.356445 Penalty: 532.288574
	Iteration 3F: 3 clusters Score -10429.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10446.796875 Penalty: 532.288574
	Iteration 4F: 3 clusters Score -10446.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10467.816406 Penalty: 532.288574
	Iteration 5Q: 3 clusters Score -10467.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10480.481445 Penalty: 532.288574
	Iteration 6Q: 3 clusters Score -10480.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10485.455078 Penalty: 532.288574
	Iteration 7Q: 3 clusters Score -10485.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10489.575195 Penalty: 532.288574
	Iteration 8Q: 3 clusters Score -10489.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -10491.851562 Penalty: 532.288574
	Iteration 9Q: 3 clusters Score -10491.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -10492.161133 Penalty: 532.288574
	Iteration 10Q: 3 clusters Score -10492.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -10492.161133 Penalty: 532.288574
	Iteration 11F: 3 clusters Score -10492.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -17141.449219 Penalty: 283.576385
	Iteration 0F: 2 clusters Score -17141.45 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 251 members 
Entering Unmasked Estep 
Score: -16656.445312 Penalty: 567.152771
	Iteration 0F: 3 clusters Score -16656.45 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -16784.472656 Penalty: 567.152771
	Iteration 1F: 3 clusters Score -16784.47 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -16812.712891 Penalty: 567.152771
	Iteration 2F: 3 clusters Score -16812.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -16825.181641 Penalty: 567.152771
	Iteration 3Q: 3 clusters Score -16825.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -16833.318359 Penalty: 567.152771
	Iteration 4Q: 3 clusters Score -16833.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16841.074219 Penalty: 567.152771
	Iteration 5Q: 3 clusters Score -16841.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -16845.503906 Penalty: 567.152771
	Iteration 6Q: 3 clusters Score -16845.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -16852.234375 Penalty: 567.152771
	Iteration 7Q: 3 clusters Score -16852.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16858.220703 Penalty: 567.152771
	Iteration 8Q: 3 clusters Score -16858.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16869.708984 Penalty: 567.152771
	Iteration 9Q: 3 clusters Score -16869.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16874.128906 Penalty: 567.152771
	Iteration 10Q: 3 clusters Score -16874.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16882.228516 Penalty: 567.152771
	Iteration 11Q: 3 clusters Score -16882.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16884.310547 Penalty: 567.152771
	Iteration 12Q: 3 clusters Score -16884.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16885.728516 Penalty: 567.152771
	Iteration 13Q: 3 clusters Score -16885.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16887.556641 Penalty: 567.152771
	Iteration 14Q: 3 clusters Score -16887.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16888.685547 Penalty: 567.152771
	Iteration 15Q: 3 clusters Score -16888.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16890.316406 Penalty: 567.152771
	Iteration 16Q: 3 clusters Score -16890.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16892.027344 Penalty: 567.152771
	Iteration 17Q: 3 clusters Score -16892.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16892.365234 Penalty: 567.152771
	Iteration 18Q: 3 clusters Score -16892.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16892.691406 Penalty: 567.152771
	Iteration 19Q: 3 clusters Score -16892.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16892.785156 Penalty: 567.152771
	Iteration 20F: 3 clusters Score -16892.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -61967.351562 Penalty: 341.349487
	Iteration 0F: 2 clusters Score -61967.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -60638.464844 Penalty: 682.698975
	Iteration 0F: 3 clusters Score -60638.46 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -61131.136719 Penalty: 682.698975
	Iteration 1F: 3 clusters Score -61131.14 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -61220.074219 Penalty: 682.698975
	Iteration 2F: 3 clusters Score -61220.07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -61307.878906 Penalty: 682.698975
	Iteration 3F: 3 clusters Score -61307.88 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -61388.992188 Penalty: 682.698975
	Iteration 4F: 3 clusters Score -61388.99 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -61460.183594 Penalty: 682.698975
	Iteration 5F: 3 clusters Score -61460.18 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -61513.652344 Penalty: 682.698975
	Iteration 6Q: 3 clusters Score -61513.65 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -61587.425781 Penalty: 682.698975
	Iteration 7Q: 3 clusters Score -61587.43 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -61666.113281 Penalty: 682.698975
	Iteration 8Q: 3 clusters Score -61666.11 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -61745.382812 Penalty: 682.698975
	Iteration 9Q: 3 clusters Score -61745.38 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -61808.855469 Penalty: 682.698975
	Iteration 10Q: 3 clusters Score -61808.86 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -61842.074219 Penalty: 682.698975
	Iteration 11Q: 3 clusters Score -61842.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -61871.242188 Penalty: 682.698975
	Iteration 12Q: 3 clusters Score -61871.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -61901.945312 Penalty: 682.698975
	Iteration 13Q: 3 clusters Score -61901.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -61919.535156 Penalty: 682.698975
	Iteration 14Q: 3 clusters Score -61919.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -61929.679688 Penalty: 682.698975
	Iteration 15Q: 3 clusters Score -61929.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -61934.218750 Penalty: 682.698975
	Iteration 16Q: 3 clusters Score -61934.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -61934.777344 Penalty: 682.698975
	Iteration 17Q: 3 clusters Score -61934.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -61935.785156 Penalty: 682.698975
	Iteration 18Q: 3 clusters Score -61935.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -61937.253906 Penalty: 682.698975
	Iteration 19Q: 3 clusters Score -61937.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -61937.996094 Penalty: 682.698975
	Iteration 20F: 3 clusters Score -61938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -61938.402344 Penalty: 682.698975
	Iteration 21Q: 3 clusters Score -61938.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -61938.761719 Penalty: 682.698975
	Iteration 22Q: 3 clusters Score -61938.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -61939.031250 Penalty: 682.698975
	Iteration 23Q: 3 clusters Score -61939.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -61939.031250 Penalty: 682.698975
	Iteration 24F: 3 clusters Score -61939.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -7184.742676 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -7184.743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6898.584473 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -6898.584 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6957.894043 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -6957.894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6981.372070 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -6981.372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6997.625000 Penalty: 491.643646
	Iteration 3F: 3 clusters Score -6997.625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7003.333984 Penalty: 491.643646
	Iteration 4Q: 3 clusters Score -7003.334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7005.982910 Penalty: 491.643646
	Iteration 5Q: 3 clusters Score -7005.983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7007.045410 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -7007.045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7008.291992 Penalty: 491.643646
	Iteration 7Q: 3 clusters Score -7008.292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7010.551270 Penalty: 491.643646
	Iteration 8Q: 3 clusters Score -7010.551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7012.905273 Penalty: 491.643646
	Iteration 9Q: 3 clusters Score -7012.905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7012.905273 Penalty: 491.643646
	Iteration 10F: 3 clusters Score -7012.905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -48963.878906 Penalty: 328.125854
	Iteration 0F: 2 clusters Score -48963.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -47924.300781 Penalty: 656.251709
	Iteration 0F: 3 clusters Score -47924.3 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -48273.878906 Penalty: 656.251709
	Iteration 1F: 3 clusters Score -48273.88 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -48362.773438 Penalty: 656.251709
	Iteration 2F: 3 clusters Score -48362.77 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -48438.484375 Penalty: 656.251709
	Iteration 3F: 3 clusters Score -48438.48 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -48483.789062 Penalty: 656.251709
	Iteration 4F: 3 clusters Score -48483.79 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -48521.871094 Penalty: 656.251709
	Iteration 5Q: 3 clusters Score -48521.87 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -48558.406250 Penalty: 656.251709
	Iteration 6Q: 3 clusters Score -48558.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -48575.699219 Penalty: 656.251709
	Iteration 7Q: 3 clusters Score -48575.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -48592.363281 Penalty: 656.251709
	Iteration 8Q: 3 clusters Score -48592.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -48605.902344 Penalty: 656.251709
	Iteration 9Q: 3 clusters Score -48605.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -48619.062500 Penalty: 656.251709
	Iteration 10Q: 3 clusters Score -48619.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -48625.949219 Penalty: 656.251709
	Iteration 11Q: 3 clusters Score -48625.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -48629.437500 Penalty: 656.251709
	Iteration 12Q: 3 clusters Score -48629.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -48633.808594 Penalty: 656.251709
	Iteration 13Q: 3 clusters Score -48633.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -48636.972656 Penalty: 656.251709
	Iteration 14Q: 3 clusters Score -48636.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -48640.988281 Penalty: 656.251709
	Iteration 15Q: 3 clusters Score -48640.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -48642.652344 Penalty: 656.251709
	Iteration 16Q: 3 clusters Score -48642.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -48643.011719 Penalty: 656.251709
	Iteration 17Q: 3 clusters Score -48643.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -48643.011719 Penalty: 656.251709
	Iteration 18F: 3 clusters Score -48643.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Entering Unmasked Estep 
Score: -86845.843750 Penalty: 349.866394
	Iteration 0F: 2 clusters Score -86845.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -85306.773438 Penalty: 699.732788
	Iteration 0F: 3 clusters Score -85306.77 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -85941.171875 Penalty: 699.732788
	Iteration 1F: 3 clusters Score -85941.17 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -86177.343750 Penalty: 699.732788
	Iteration 2F: 3 clusters Score -86177.34 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -86322.453125 Penalty: 699.732788
	Iteration 3F: 3 clusters Score -86322.45 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -86437.960938 Penalty: 699.732788
	Iteration 4F: 3 clusters Score -86437.96 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -86522.156250 Penalty: 699.732788
	Iteration 5Q: 3 clusters Score -86522.16 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -86587.210938 Penalty: 699.732788
	Iteration 6Q: 3 clusters Score -86587.21 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -86635.562500 Penalty: 699.732788
	Iteration 7Q: 3 clusters Score -86635.56 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -86658.515625 Penalty: 699.732788
	Iteration 8Q: 3 clusters Score -86658.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -86667.273438 Penalty: 699.732788
	Iteration 9Q: 3 clusters Score -86667.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -86672.609375 Penalty: 699.732788
	Iteration 10Q: 3 clusters Score -86672.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -86676.546875 Penalty: 699.732788
	Iteration 11Q: 3 clusters Score -86676.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -86678.875000 Penalty: 699.732788
	Iteration 12Q: 3 clusters Score -86678.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -86681.179688 Penalty: 699.732788
	Iteration 13Q: 3 clusters Score -86681.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -86684.085938 Penalty: 699.732788
	Iteration 14Q: 3 clusters Score -86684.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -86687.945312 Penalty: 699.732788
	Iteration 15Q: 3 clusters Score -86687.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -86694.734375 Penalty: 699.732788
	Iteration 16Q: 3 clusters Score -86694.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -86701.234375 Penalty: 699.732788
	Iteration 17Q: 3 clusters Score -86701.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -86706.750000 Penalty: 699.732788
	Iteration 18Q: 3 clusters Score -86706.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -86709.070312 Penalty: 699.732788
	Iteration 19Q: 3 clusters Score -86709.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -86710.148438 Penalty: 699.732788
	Iteration 20F: 3 clusters Score -86710.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -86711.546875 Penalty: 699.732788
	Iteration 21Q: 3 clusters Score -86711.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -86712.476562 Penalty: 699.732788
	Iteration 22Q: 3 clusters Score -86712.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -86712.976562 Penalty: 699.732788
	Iteration 23Q: 3 clusters Score -86712.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -86713.492188 Penalty: 699.732788
	Iteration 24Q: 3 clusters Score -86713.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -86714.000000 Penalty: 699.732788
	Iteration 25Q: 3 clusters Score -86714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -86714.000000 Penalty: 699.732788
	Iteration 26F: 3 clusters Score -86714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Entering Unmasked Estep 
Score: -229651.500000 Penalty: 394.730377
	Iteration 0F: 2 clusters Score -229651.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -225684.984375 Penalty: 789.460754
	Iteration 0F: 3 clusters Score -225685 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -227327.812500 Penalty: 789.460754
	Iteration 1F: 3 clusters Score -227327.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -227472.593750 Penalty: 789.460754
	Iteration 2F: 3 clusters Score -227472.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -227628.421875 Penalty: 789.460754
	Iteration 3F: 3 clusters Score -227628.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -227810.890625 Penalty: 789.460754
	Iteration 4F: 3 clusters Score -227810.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -228015.406250 Penalty: 789.460754
	Iteration 5F: 3 clusters Score -228015.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -228218.234375 Penalty: 789.460754
	Iteration 6F: 3 clusters Score -228218.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -228421.953125 Penalty: 789.460754
	Iteration 7F: 3 clusters Score -228422 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -228544.484375 Penalty: 789.460754
	Iteration 8Q: 3 clusters Score -228544.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -228619.187500 Penalty: 789.460754
	Iteration 9Q: 3 clusters Score -228619.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -228673.921875 Penalty: 789.460754
	Iteration 10Q: 3 clusters Score -228673.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -228718.312500 Penalty: 789.460754
	Iteration 11Q: 3 clusters Score -228718.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -228759.750000 Penalty: 789.460754
	Iteration 12Q: 3 clusters Score -228759.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -228803.703125 Penalty: 789.460754
	Iteration 13Q: 3 clusters Score -228803.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -228844.671875 Penalty: 789.460754
	Iteration 14Q: 3 clusters Score -228844.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -228873.218750 Penalty: 789.460754
	Iteration 15Q: 3 clusters Score -228873.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -228898.734375 Penalty: 789.460754
	Iteration 16Q: 3 clusters Score -228898.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -228926.437500 Penalty: 789.460754
	Iteration 17Q: 3 clusters Score -228926.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -228961.937500 Penalty: 789.460754
	Iteration 18Q: 3 clusters Score -228961.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -228992.781250 Penalty: 789.460754
	Iteration 19Q: 3 clusters Score -228992.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -229017.171875 Penalty: 789.460754
	Iteration 20F: 3 clusters Score -229017.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -229036.609375 Penalty: 789.460754
	Iteration 21Q: 3 clusters Score -229036.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -229052.468750 Penalty: 789.460754
	Iteration 22Q: 3 clusters Score -229052.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -229060.921875 Penalty: 789.460754
	Iteration 23Q: 3 clusters Score -229060.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -229068.156250 Penalty: 789.460754
	Iteration 24Q: 3 clusters Score -229068.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -229073.578125 Penalty: 789.460754
	Iteration 25Q: 3 clusters Score -229073.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -229080.578125 Penalty: 789.460754
	Iteration 26Q: 3 clusters Score -229080.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -229085.984375 Penalty: 789.460754
	Iteration 27Q: 3 clusters Score -229086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -229089.906250 Penalty: 789.460754
	Iteration 28Q: 3 clusters Score -229089.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -229090.593750 Penalty: 789.460754
	Iteration 29Q: 3 clusters Score -229090.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -229091.515625 Penalty: 789.460754
	Iteration 30Q: 3 clusters Score -229091.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -229092.125000 Penalty: 789.460754
	Iteration 31Q: 3 clusters Score -229092.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -229093.140625 Penalty: 789.460754
	Iteration 32Q: 3 clusters Score -229093.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -229093.906250 Penalty: 789.460754
	Iteration 33Q: 3 clusters Score -229093.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -229093.953125 Penalty: 789.460754
	Iteration 34Q: 3 clusters Score -229094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -229094.515625 Penalty: 789.460754
	Iteration 35Q: 3 clusters Score -229094.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -229094.921875 Penalty: 789.460754
	Iteration 36Q: 3 clusters Score -229094.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -229095.156250 Penalty: 789.460754
	Iteration 37Q: 3 clusters Score -229095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -229095.625000 Penalty: 789.460754
	Iteration 38Q: 3 clusters Score -229095.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -229096.562500 Penalty: 789.460754
	Iteration 39Q: 3 clusters Score -229096.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -229097.625000 Penalty: 789.460754
	Iteration 40F: 3 clusters Score -229097.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -229099.203125 Penalty: 789.460754
	Iteration 41Q: 3 clusters Score -229099.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -229099.171875 Penalty: 789.460754
	Iteration 42Q: 3 clusters Score -229099.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -229099.578125 Penalty: 789.460754
	Iteration 43Q: 3 clusters Score -229099.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -229099.906250 Penalty: 789.460754
	Iteration 44Q: 3 clusters Score -229099.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -229100.968750 Penalty: 789.460754
	Iteration 45Q: 3 clusters Score -229101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -229100.718750 Penalty: 789.460754
	Iteration 46Q: 3 clusters Score -229100.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -229101.296875 Penalty: 789.460754
	Iteration 47Q: 3 clusters Score -229101.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -229101.093750 Penalty: 789.460754
	Iteration 48Q: 3 clusters Score -229101.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -229101.343750 Penalty: 789.460754
	Iteration 49Q: 3 clusters Score -229101.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -229101.734375 Penalty: 789.460754
	Iteration 50Q: 3 clusters Score -229101.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -229102.765625 Penalty: 789.460754
	Iteration 51Q: 3 clusters Score -229102.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -229102.859375 Penalty: 789.460754
	Iteration 52Q: 3 clusters Score -229102.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -229102.593750 Penalty: 789.460754
	Iteration 53Q: 3 clusters Score -229102.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -229103.859375 Penalty: 789.460754
	Iteration 54Q: 3 clusters Score -229103.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -229104.203125 Penalty: 789.460754
	Iteration 55Q: 3 clusters Score -229104.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -229105.046875 Penalty: 789.460754
	Iteration 56Q: 3 clusters Score -229105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -229106.046875 Penalty: 789.460754
	Iteration 57Q: 3 clusters Score -229106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -229105.593750 Penalty: 789.460754
	Iteration 58Q: 3 clusters Score -229105.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -229105.546875 Penalty: 789.460754
	Iteration 59Q: 3 clusters Score -229105.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -229105.937500 Penalty: 789.460754
	Iteration 60F: 3 clusters Score -229105.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -229105.953125 Penalty: 789.460754
	Iteration 61Q: 3 clusters Score -229106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -229105.953125 Penalty: 789.460754
	Iteration 62F: 3 clusters Score -229106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Entering Unmasked Estep 
Score: -313205.156250 Penalty: 404.974976
	Iteration 0F: 2 clusters Score -313205.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -308313.625000 Penalty: 809.949951
	Iteration 0F: 3 clusters Score -308313.6 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -310228.812500 Penalty: 809.949951
	Iteration 1F: 3 clusters Score -310228.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -310370.468750 Penalty: 809.949951
	Iteration 2F: 3 clusters Score -310370.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -310499.625000 Penalty: 809.949951
	Iteration 3Q: 3 clusters Score -310499.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -310631.531250 Penalty: 809.949951
	Iteration 4Q: 3 clusters Score -310631.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -310771.718750 Penalty: 809.949951
	Iteration 5Q: 3 clusters Score -310771.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -310939.781250 Penalty: 809.949951
	Iteration 6Q: 3 clusters Score -310939.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -311125.937500 Penalty: 809.949951
	Iteration 7Q: 3 clusters Score -311125.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -311297.125000 Penalty: 809.949951
	Iteration 8Q: 3 clusters Score -311297.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -311455.343750 Penalty: 809.949951
	Iteration 9Q: 3 clusters Score -311455.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -311574.218750 Penalty: 809.949951
	Iteration 10Q: 3 clusters Score -311574.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -311641.562500 Penalty: 809.949951
	Iteration 11Q: 3 clusters Score -311641.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -311685.437500 Penalty: 809.949951
	Iteration 12Q: 3 clusters Score -311685.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -311719.312500 Penalty: 809.949951
	Iteration 13Q: 3 clusters Score -311719.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -311756.593750 Penalty: 809.949951
	Iteration 14Q: 3 clusters Score -311756.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -311784.437500 Penalty: 809.949951
	Iteration 15Q: 3 clusters Score -311784.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -311805.531250 Penalty: 809.949951
	Iteration 16Q: 3 clusters Score -311805.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -311824.281250 Penalty: 809.949951
	Iteration 17Q: 3 clusters Score -311824.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -311843.343750 Penalty: 809.949951
	Iteration 18Q: 3 clusters Score -311843.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -311859.000000 Penalty: 809.949951
	Iteration 19Q: 3 clusters Score -311859 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -311871.843750 Penalty: 809.949951
	Iteration 20F: 3 clusters Score -311871.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -311884.375000 Penalty: 809.949951
	Iteration 21Q: 3 clusters Score -311884.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -311899.625000 Penalty: 809.949951
	Iteration 22Q: 3 clusters Score -311899.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -311916.562500 Penalty: 809.949951
	Iteration 23Q: 3 clusters Score -311916.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -311935.781250 Penalty: 809.949951
	Iteration 24Q: 3 clusters Score -311935.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -311964.906250 Penalty: 809.949951
	Iteration 25Q: 3 clusters Score -311964.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -312002.093750 Penalty: 809.949951
	Iteration 26Q: 3 clusters Score -312002.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -312047.187500 Penalty: 809.949951
	Iteration 27Q: 3 clusters Score -312047.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -312088.187500 Penalty: 809.949951
	Iteration 28Q: 3 clusters Score -312088.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -312128.187500 Penalty: 809.949951
	Iteration 29Q: 3 clusters Score -312128.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -312161.468750 Penalty: 809.949951
	Iteration 30Q: 3 clusters Score -312161.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -312206.062500 Penalty: 809.949951
	Iteration 31Q: 3 clusters Score -312206.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -312256.593750 Penalty: 809.949951
	Iteration 32Q: 3 clusters Score -312256.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -312314.281250 Penalty: 809.949951
	Iteration 33Q: 3 clusters Score -312314.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -312370.437500 Penalty: 809.949951
	Iteration 34Q: 3 clusters Score -312370.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -312426.250000 Penalty: 809.949951
	Iteration 35Q: 3 clusters Score -312426.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -312489.718750 Penalty: 809.949951
	Iteration 36Q: 3 clusters Score -312489.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -312547.750000 Penalty: 809.949951
	Iteration 37Q: 3 clusters Score -312547.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -312607.187500 Penalty: 809.949951
	Iteration 38Q: 3 clusters Score -312607.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -312657.562500 Penalty: 809.949951
	Iteration 39Q: 3 clusters Score -312657.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -312701.125000 Penalty: 809.949951
	Iteration 40F: 3 clusters Score -312701.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -312739.437500 Penalty: 809.949951
	Iteration 41Q: 3 clusters Score -312739.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -312774.937500 Penalty: 809.949951
	Iteration 42Q: 3 clusters Score -312774.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -312808.343750 Penalty: 809.949951
	Iteration 43Q: 3 clusters Score -312808.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -312833.906250 Penalty: 809.949951
	Iteration 44Q: 3 clusters Score -312833.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -312846.687500 Penalty: 809.949951
	Iteration 45Q: 3 clusters Score -312846.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -312853.156250 Penalty: 809.949951
	Iteration 46Q: 3 clusters Score -312853.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -312857.437500 Penalty: 809.949951
	Iteration 47Q: 3 clusters Score -312857.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -312860.875000 Penalty: 809.949951
	Iteration 48Q: 3 clusters Score -312860.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -312862.812500 Penalty: 809.949951
	Iteration 49Q: 3 clusters Score -312862.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -312863.562500 Penalty: 809.949951
	Iteration 50Q: 3 clusters Score -312863.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -312865.218750 Penalty: 809.949951
	Iteration 51Q: 3 clusters Score -312865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -312865.750000 Penalty: 809.949951
	Iteration 52Q: 3 clusters Score -312865.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -312866.500000 Penalty: 809.949951
	Iteration 53Q: 3 clusters Score -312866.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -312868.312500 Penalty: 809.949951
	Iteration 54Q: 3 clusters Score -312868.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -312871.531250 Penalty: 809.949951
	Iteration 55Q: 3 clusters Score -312871.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -312872.906250 Penalty: 809.949951
	Iteration 56Q: 3 clusters Score -312872.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -312872.906250 Penalty: 809.949951
	Iteration 57F: 3 clusters Score -312872.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (12104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Entering Unmasked Estep 
Score: -477050.031250 Penalty: 427.758728
	Iteration 0F: 2 clusters Score -477050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -468954.562500 Penalty: 855.517456
	Iteration 0F: 3 clusters Score -468954.6 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -472199.562500 Penalty: 855.517456
	Iteration 1F: 3 clusters Score -472199.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -472396.500000 Penalty: 855.517456
	Iteration 2Q: 3 clusters Score -472396.5 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -472637.468750 Penalty: 855.517456
	Iteration 3Q: 3 clusters Score -472637.5 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -472912.625000 Penalty: 855.517456
	Iteration 4F: 3 clusters Score -472912.6 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -473318.343750 Penalty: 855.517456
	Iteration 5F: 3 clusters Score -473318.3 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -473978.062500 Penalty: 855.517456
	Iteration 6F: 3 clusters Score -473978.1 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -474784.062500 Penalty: 855.517456
	Iteration 7F: 3 clusters Score -474784.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -475392.000000 Penalty: 855.517456
	Iteration 8F: 3 clusters Score -475392 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -475724.281250 Penalty: 855.517456
	Iteration 9Q: 3 clusters Score -475724.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -475963.000000 Penalty: 855.517456
	Iteration 10Q: 3 clusters Score -475963 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -476113.281250 Penalty: 855.517456
	Iteration 11Q: 3 clusters Score -476113.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -476217.593750 Penalty: 855.517456
	Iteration 12Q: 3 clusters Score -476217.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -476286.812500 Penalty: 855.517456
	Iteration 13Q: 3 clusters Score -476286.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -476336.156250 Penalty: 855.517456
	Iteration 14Q: 3 clusters Score -476336.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -476376.625000 Penalty: 855.517456
	Iteration 15Q: 3 clusters Score -476376.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -476408.406250 Penalty: 855.517456
	Iteration 16Q: 3 clusters Score -476408.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -476434.437500 Penalty: 855.517456
	Iteration 17Q: 3 clusters Score -476434.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -476449.156250 Penalty: 855.517456
	Iteration 18Q: 3 clusters Score -476449.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -476462.093750 Penalty: 855.517456
	Iteration 19Q: 3 clusters Score -476462.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -476474.156250 Penalty: 855.517456
	Iteration 20F: 3 clusters Score -476474.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -476486.000000 Penalty: 855.517456
	Iteration 21Q: 3 clusters Score -476486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -476492.812500 Penalty: 855.517456
	Iteration 22Q: 3 clusters Score -476492.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -476503.937500 Penalty: 855.517456
	Iteration 23Q: 3 clusters Score -476503.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -476512.593750 Penalty: 855.517456
	Iteration 24Q: 3 clusters Score -476512.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -476518.937500 Penalty: 855.517456
	Iteration 25Q: 3 clusters Score -476518.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -476524.218750 Penalty: 855.517456
	Iteration 26Q: 3 clusters Score -476524.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -476527.843750 Penalty: 855.517456
	Iteration 27Q: 3 clusters Score -476527.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -476533.562500 Penalty: 855.517456
	Iteration 28Q: 3 clusters Score -476533.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -476538.906250 Penalty: 855.517456
	Iteration 29Q: 3 clusters Score -476538.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -476543.250000 Penalty: 855.517456
	Iteration 30Q: 3 clusters Score -476543.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -476545.125000 Penalty: 855.517456
	Iteration 31Q: 3 clusters Score -476545.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -476547.187500 Penalty: 855.517456
	Iteration 32Q: 3 clusters Score -476547.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -476548.781250 Penalty: 855.517456
	Iteration 33Q: 3 clusters Score -476548.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -476550.968750 Penalty: 855.517456
	Iteration 34Q: 3 clusters Score -476551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -476552.312500 Penalty: 855.517456
	Iteration 35Q: 3 clusters Score -476552.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -476551.156250 Penalty: 855.517456
	Iteration 36Q: 3 clusters Score -476551.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -476551.593750 Penalty: 855.517456
	Iteration 37Q: 3 clusters Score -476551.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -476551.906250 Penalty: 855.517456
	Iteration 38Q: 3 clusters Score -476551.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -476552.656250 Penalty: 855.517456
	Iteration 39Q: 3 clusters Score -476552.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -476553.500000 Penalty: 855.517456
	Iteration 40F: 3 clusters Score -476553.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -476554.750000 Penalty: 855.517456
	Iteration 41Q: 3 clusters Score -476554.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -476555.687500 Penalty: 855.517456
	Iteration 42Q: 3 clusters Score -476555.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -476556.968750 Penalty: 855.517456
	Iteration 43Q: 3 clusters Score -476557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -476558.406250 Penalty: 855.517456
	Iteration 44Q: 3 clusters Score -476558.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -476558.937500 Penalty: 855.517456
	Iteration 45Q: 3 clusters Score -476558.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -476559.500000 Penalty: 855.517456
	Iteration 46Q: 3 clusters Score -476559.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -476559.218750 Penalty: 855.517456
	Iteration 47Q: 3 clusters Score -476559.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -476559.125000 Penalty: 855.517456
	Iteration 48Q: 3 clusters Score -476559.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -476560.093750 Penalty: 855.517456
	Iteration 49Q: 3 clusters Score -476560.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -476562.593750 Penalty: 855.517456
	Iteration 50Q: 3 clusters Score -476562.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -476564.218750 Penalty: 855.517456
	Iteration 51Q: 3 clusters Score -476564.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -476565.500000 Penalty: 855.517456
	Iteration 52Q: 3 clusters Score -476565.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -476566.750000 Penalty: 855.517456
	Iteration 53Q: 3 clusters Score -476566.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -476568.812500 Penalty: 855.517456
	Iteration 54Q: 3 clusters Score -476568.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -476571.968750 Penalty: 855.517456
	Iteration 55Q: 3 clusters Score -476572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -476573.718750 Penalty: 855.517456
	Iteration 56Q: 3 clusters Score -476573.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -476574.625000 Penalty: 855.517456
	Iteration 57Q: 3 clusters Score -476574.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -476576.437500 Penalty: 855.517456
	Iteration 58Q: 3 clusters Score -476576.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -476575.968750 Penalty: 855.517456
	Iteration 59Q: 3 clusters Score -476576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -476576.031250 Penalty: 855.517456
	Iteration 60F: 3 clusters Score -476576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -476577.687500 Penalty: 855.517456
	Iteration 61Q: 3 clusters Score -476577.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -476577.812500 Penalty: 855.517456
	Iteration 62Q: 3 clusters Score -476577.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -476577.812500 Penalty: 855.517456
	Iteration 63F: 3 clusters Score -476577.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (57863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57863 members 
Entering Unmasked Estep 
Score: -2334546.500000 Penalty: 498.945435
	Iteration 0F: 2 clusters Score -2334546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -2295698.250000 Penalty: 997.890869
	Iteration 0F: 3 clusters Score -2295698 nChanged 28063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -2312831.250000 Penalty: 997.890869
	Iteration 1F: 3 clusters Score -2312831 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -2314051.000000 Penalty: 997.890869
	Iteration 2F: 3 clusters Score -2314051 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -2315987.500000 Penalty: 997.890869
	Iteration 3F: 3 clusters Score -2315988 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2318628.250000 Penalty: 997.890869
	Iteration 4F: 3 clusters Score -2318628 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2321681.500000 Penalty: 997.890869
	Iteration 5F: 3 clusters Score -2321682 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2324675.250000 Penalty: 997.890869
	Iteration 6F: 3 clusters Score -2324675 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2326928.500000 Penalty: 997.890869
	Iteration 7F: 3 clusters Score -2326928 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2328286.250000 Penalty: 997.890869
	Iteration 8Q: 3 clusters Score -2328286 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2329174.750000 Penalty: 997.890869
	Iteration 9Q: 3 clusters Score -2329175 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2329920.500000 Penalty: 997.890869
	Iteration 10Q: 3 clusters Score -2329920 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2330678.250000 Penalty: 997.890869
	Iteration 11Q: 3 clusters Score -2330678 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2331310.750000 Penalty: 997.890869
	Iteration 12Q: 3 clusters Score -2331311 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2331848.750000 Penalty: 997.890869
	Iteration 13Q: 3 clusters Score -2331849 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2332351.500000 Penalty: 997.890869
	Iteration 14Q: 3 clusters Score -2332352 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2332743.750000 Penalty: 997.890869
	Iteration 15Q: 3 clusters Score -2332744 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2333136.250000 Penalty: 997.890869
	Iteration 16Q: 3 clusters Score -2333136 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55968 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2333443.500000 Penalty: 997.890869
	Iteration 17Q: 3 clusters Score -2333444 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2333673.500000 Penalty: 997.890869
	Iteration 18Q: 3 clusters Score -2333674 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2333827.250000 Penalty: 997.890869
	Iteration 19Q: 3 clusters Score -2333827 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2333937.750000 Penalty: 997.890869
	Iteration 20F: 3 clusters Score -2333938 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2333998.750000 Penalty: 997.890869
	Iteration 21Q: 3 clusters Score -2333999 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57236 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2334050.500000 Penalty: 997.890869
	Iteration 22Q: 3 clusters Score -2334050 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2334078.000000 Penalty: 997.890869
	Iteration 23Q: 3 clusters Score -2334078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2334095.000000 Penalty: 997.890869
	Iteration 24Q: 3 clusters Score -2334095 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57460 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2334120.750000 Penalty: 997.890869
	Iteration 25Q: 3 clusters Score -2334121 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57493 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2334134.000000 Penalty: 997.890869
	Iteration 26Q: 3 clusters Score -2334134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57517 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2334141.000000 Penalty: 997.890869
	Iteration 27Q: 3 clusters Score -2334141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57537 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2334150.500000 Penalty: 997.890869
	Iteration 28Q: 3 clusters Score -2334150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57545 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2334150.750000 Penalty: 997.890869
	Iteration 29Q: 3 clusters Score -2334151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57554 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2334154.500000 Penalty: 997.890869
	Iteration 30Q: 3 clusters Score -2334154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2334160.500000 Penalty: 997.890869
	Iteration 31Q: 3 clusters Score -2334160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2334166.500000 Penalty: 997.890869
	Iteration 32Q: 3 clusters Score -2334166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57566 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2334167.250000 Penalty: 997.890869
	Iteration 33Q: 3 clusters Score -2334167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2334165.250000 Penalty: 997.890869
	Iteration 34Q: 3 clusters Score -2334165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2334169.000000 Penalty: 997.890869
	Iteration 35Q: 3 clusters Score -2334169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57573 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2334168.250000 Penalty: 997.890869
	Iteration 36Q: 3 clusters Score -2334168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57573 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2334168.250000 Penalty: 997.890869
	Iteration 37F: 3 clusters Score -2334168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (213647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213647 members 
Entering Unmasked Estep 
Score: -8813768.000000 Penalty: 558.379639
	Iteration 0F: 2 clusters Score -8813768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106521 members 
Mstep: Class 2 contains 107126 members 
Entering Unmasked Estep 
Score: -8668227.000000 Penalty: 1116.759277
	Iteration 0F: 3 clusters Score -8668227 nChanged 105172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91193 members 
Mstep: Class 2 contains 122454 members 
Entering Unmasked Estep 
Score: -8734057.000000 Penalty: 1116.759277
	Iteration 1F: 3 clusters Score -8734057 nChanged 12209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80456 members 
Mstep: Class 2 contains 133191 members 
Entering Unmasked Estep 
Score: -8740709.000000 Penalty: 1116.759277
	Iteration 2F: 3 clusters Score -8740709 nChanged 15758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65514 members 
Mstep: Class 2 contains 148133 members 
Entering Unmasked Estep 
Score: -8751492.000000 Penalty: 1116.759277
	Iteration 3F: 3 clusters Score -8751492 nChanged 18131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 165810 members 
Entering Unmasked Estep 
Score: -8766707.000000 Penalty: 1116.759277
	Iteration 4F: 3 clusters Score -8766707 nChanged 17691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 183313 members 
Entering Unmasked Estep 
Score: -8783569.000000 Penalty: 1116.759277
	Iteration 5F: 3 clusters Score -8783569 nChanged 14038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 197311 members 
Entering Unmasked Estep 
Score: -8797496.000000 Penalty: 1116.759277
	Iteration 6F: 3 clusters Score -8797496 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 206307 members 
Entering Unmasked Estep 
Score: -8806453.000000 Penalty: 1116.759277
	Iteration 7Q: 3 clusters Score -8806453 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 210797 members 
Entering Unmasked Estep 
Score: -8810804.000000 Penalty: 1116.759277
	Iteration 8Q: 3 clusters Score -8810804 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 212632 members 
Entering Unmasked Estep 
Score: -8812520.000000 Penalty: 1116.759277
	Iteration 9Q: 3 clusters Score -8812520 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 213279 members 
Entering Unmasked Estep 
Score: -8812999.000000 Penalty: 1116.759277
	Iteration 10Q: 3 clusters Score -8812999 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 213498 members 
Entering Unmasked Estep 
Score: -8813177.000000 Penalty: 1116.759277
	Iteration 11Q: 3 clusters Score -8813177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 213551 members 
Entering Unmasked Estep 
Score: -8813221.000000 Penalty: 1116.759277
	Iteration 12Q: 3 clusters Score -8813221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 213564 members 
Entering Unmasked Estep 
Score: -8813238.000000 Penalty: 1116.759277
	Iteration 13Q: 3 clusters Score -8813238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 213571 members 
Entering Unmasked Estep 
Score: -8813259.000000 Penalty: 1116.759277
	Iteration 14Q: 3 clusters Score -8813259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 213575 members 
Entering Unmasked Estep 
Score: -8813266.000000 Penalty: 1116.759277
	Iteration 15Q: 3 clusters Score -8813266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 213578 members 
Entering Unmasked Estep 
Score: -8813267.000000 Penalty: 1116.759277
	Iteration 16Q: 3 clusters Score -8813267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 213583 members 
Entering Unmasked Estep 
Score: -8813277.000000 Penalty: 1116.759277
	Iteration 17Q: 3 clusters Score -8813277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 213585 members 
Entering Unmasked Estep 
Score: -8813278.000000 Penalty: 1116.759277
	Iteration 18Q: 3 clusters Score -8813278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 213586 members 
Entering Unmasked Estep 
Score: -8813280.000000 Penalty: 1116.759277
	Iteration 19Q: 3 clusters Score -8813280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 213585 members 
Entering Unmasked Estep 
Score: -8813278.000000 Penalty: 1116.759277
	Iteration 20F: 3 clusters Score -8813278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 213583 members 
Entering Unmasked Estep 
Score: -8813282.000000 Penalty: 1116.759277
	Iteration 21Q: 3 clusters Score -8813282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 213582 members 
Entering Unmasked Estep 
Score: -8813287.000000 Penalty: 1116.759277
	Iteration 22Q: 3 clusters Score -8813287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 213583 members 
Entering Unmasked Estep 
Score: -8813290.000000 Penalty: 1116.759277
	Iteration 23Q: 3 clusters Score -8813290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 213582 members 
Entering Unmasked Estep 
Score: -8813293.000000 Penalty: 1116.759277
	Iteration 24Q: 3 clusters Score -8813293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 213582 members 
Entering Unmasked Estep 
Score: -8813293.000000 Penalty: 1116.759277
	Iteration 25F: 3 clusters Score -8813293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -27457.359375 Penalty: 298.975159
	Iteration 0F: 2 clusters Score -27457.36 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 366 members 
Entering Unmasked Estep 
Score: -26822.285156 Penalty: 597.950317
	Iteration 0F: 3 clusters Score -26822.29 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -26992.121094 Penalty: 597.950317
	Iteration 1F: 3 clusters Score -26992.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -27028.568359 Penalty: 597.950317
	Iteration 2F: 3 clusters Score -27028.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -27054.847656 Penalty: 597.950317
	Iteration 3F: 3 clusters Score -27054.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -27070.705078 Penalty: 597.950317
	Iteration 4Q: 3 clusters Score -27070.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -27087.447266 Penalty: 597.950317
	Iteration 5Q: 3 clusters Score -27087.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -27105.398438 Penalty: 597.950317
	Iteration 6Q: 3 clusters Score -27105.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -27122.539062 Penalty: 597.950317
	Iteration 7Q: 3 clusters Score -27122.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -27135.292969 Penalty: 597.950317
	Iteration 8Q: 3 clusters Score -27135.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -27144.519531 Penalty: 597.950317
	Iteration 9Q: 3 clusters Score -27144.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -27154.898438 Penalty: 597.950317
	Iteration 10Q: 3 clusters Score -27154.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -27167.488281 Penalty: 597.950317
	Iteration 11Q: 3 clusters Score -27167.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -27177.677734 Penalty: 597.950317
	Iteration 12Q: 3 clusters Score -27177.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -27179.501953 Penalty: 597.950317
	Iteration 13Q: 3 clusters Score -27179.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -27180.945312 Penalty: 597.950317
	Iteration 14Q: 3 clusters Score -27180.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -27181.244141 Penalty: 597.950317
	Iteration 15Q: 3 clusters Score -27181.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -27181.865234 Penalty: 597.950317
	Iteration 16Q: 3 clusters Score -27181.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -27184.794922 Penalty: 597.950317
	Iteration 17Q: 3 clusters Score -27184.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -27188.964844 Penalty: 597.950317
	Iteration 18Q: 3 clusters Score -27188.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -27190.730469 Penalty: 597.950317
	Iteration 19Q: 3 clusters Score -27190.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -27192.583984 Penalty: 597.950317
	Iteration 20F: 3 clusters Score -27192.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -27197.796875 Penalty: 597.950317
	Iteration 21Q: 3 clusters Score -27197.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -27200.953125 Penalty: 597.950317
	Iteration 22Q: 3 clusters Score -27200.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -27205.863281 Penalty: 597.950317
	Iteration 23Q: 3 clusters Score -27205.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -27208.740234 Penalty: 597.950317
	Iteration 24Q: 3 clusters Score -27208.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -27211.833984 Penalty: 597.950317
	Iteration 25Q: 3 clusters Score -27211.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -27214.550781 Penalty: 597.950317
	Iteration 26Q: 3 clusters Score -27214.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -27214.550781 Penalty: 597.950317
	Iteration 27F: 3 clusters Score -27214.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Entering Unmasked Estep 
Score: -103826.164062 Penalty: 357.480164
	Iteration 0F: 2 clusters Score -103826.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -102024.539062 Penalty: 714.960327
	Iteration 0F: 3 clusters Score -102024.5 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -102640.867188 Penalty: 714.960327
	Iteration 1F: 3 clusters Score -102640.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -102711.671875 Penalty: 714.960327
	Iteration 2F: 3 clusters Score -102711.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -102772.601562 Penalty: 714.960327
	Iteration 3F: 3 clusters Score -102772.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -102832.921875 Penalty: 714.960327
	Iteration 4Q: 3 clusters Score -102832.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -102895.328125 Penalty: 714.960327
	Iteration 5Q: 3 clusters Score -102895.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -102972.468750 Penalty: 714.960327
	Iteration 6Q: 3 clusters Score -102972.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -103041.984375 Penalty: 714.960327
	Iteration 7Q: 3 clusters Score -103042 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -103108.390625 Penalty: 714.960327
	Iteration 8Q: 3 clusters Score -103108.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -103188.242188 Penalty: 714.960327
	Iteration 9Q: 3 clusters Score -103188.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -103249.250000 Penalty: 714.960327
	Iteration 10Q: 3 clusters Score -103249.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -103306.015625 Penalty: 714.960327
	Iteration 11Q: 3 clusters Score -103306 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -103357.695312 Penalty: 714.960327
	Iteration 12Q: 3 clusters Score -103357.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -103396.335938 Penalty: 714.960327
	Iteration 13Q: 3 clusters Score -103396.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -103427.804688 Penalty: 714.960327
	Iteration 14Q: 3 clusters Score -103427.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -103449.710938 Penalty: 714.960327
	Iteration 15Q: 3 clusters Score -103449.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -103461.828125 Penalty: 714.960327
	Iteration 16Q: 3 clusters Score -103461.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -103475.414062 Penalty: 714.960327
	Iteration 17Q: 3 clusters Score -103475.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -103485.570312 Penalty: 714.960327
	Iteration 18Q: 3 clusters Score -103485.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -103489.765625 Penalty: 714.960327
	Iteration 19Q: 3 clusters Score -103489.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -103497.578125 Penalty: 714.960327
	Iteration 20F: 3 clusters Score -103497.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -103498.664062 Penalty: 714.960327
	Iteration 21Q: 3 clusters Score -103498.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -103499.664062 Penalty: 714.960327
	Iteration 22Q: 3 clusters Score -103499.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -103500.789062 Penalty: 714.960327
	Iteration 23Q: 3 clusters Score -103500.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -103502.960938 Penalty: 714.960327
	Iteration 24Q: 3 clusters Score -103503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -103505.335938 Penalty: 714.960327
	Iteration 25Q: 3 clusters Score -103505.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -103509.164062 Penalty: 714.960327
	Iteration 26Q: 3 clusters Score -103509.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -103514.125000 Penalty: 714.960327
	Iteration 27Q: 3 clusters Score -103514.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -103514.125000 Penalty: 714.960327
	Iteration 28F: 3 clusters Score -103514.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (24956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Entering Unmasked Estep 
Score: -955089.937500 Penalty: 460.681549
	Iteration 0F: 2 clusters Score -955089.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -938577.875000 Penalty: 921.363098
	Iteration 0F: 3 clusters Score -938577.9 nChanged 11935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -946233.812500 Penalty: 921.363098
	Iteration 1F: 3 clusters Score -946233.8 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -947206.625000 Penalty: 921.363098
	Iteration 2F: 3 clusters Score -947206.6 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -948257.562500 Penalty: 921.363098
	Iteration 3F: 3 clusters Score -948257.6 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -949180.375000 Penalty: 921.363098
	Iteration 4F: 3 clusters Score -949180.4 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -950048.812500 Penalty: 921.363098
	Iteration 5F: 3 clusters Score -950048.8 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -950835.500000 Penalty: 921.363098
	Iteration 6Q: 3 clusters Score -950835.5 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -951573.562500 Penalty: 921.363098
	Iteration 7Q: 3 clusters Score -951573.6 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -952262.000000 Penalty: 921.363098
	Iteration 8Q: 3 clusters Score -952262 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -952853.875000 Penalty: 921.363098
	Iteration 9Q: 3 clusters Score -952853.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -953378.187500 Penalty: 921.363098
	Iteration 10Q: 3 clusters Score -953378.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -953791.000000 Penalty: 921.363098
	Iteration 11Q: 3 clusters Score -953791 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -954067.000000 Penalty: 921.363098
	Iteration 12Q: 3 clusters Score -954067 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -954234.375000 Penalty: 921.363098
	Iteration 13Q: 3 clusters Score -954234.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -954340.000000 Penalty: 921.363098
	Iteration 14Q: 3 clusters Score -954340 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -954411.812500 Penalty: 921.363098
	Iteration 15Q: 3 clusters Score -954411.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -954471.812500 Penalty: 921.363098
	Iteration 16Q: 3 clusters Score -954471.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -954514.187500 Penalty: 921.363098
	Iteration 17Q: 3 clusters Score -954514.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -954550.187500 Penalty: 921.363098
	Iteration 18Q: 3 clusters Score -954550.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -954571.562500 Penalty: 921.363098
	Iteration 19Q: 3 clusters Score -954571.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -954601.000000 Penalty: 921.363098
	Iteration 20F: 3 clusters Score -954601 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -954626.125000 Penalty: 921.363098
	Iteration 21Q: 3 clusters Score -954626.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -954648.625000 Penalty: 921.363098
	Iteration 22Q: 3 clusters Score -954648.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -954669.062500 Penalty: 921.363098
	Iteration 23Q: 3 clusters Score -954669.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -954695.562500 Penalty: 921.363098
	Iteration 24Q: 3 clusters Score -954695.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -954711.250000 Penalty: 921.363098
	Iteration 25Q: 3 clusters Score -954711.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -954729.437500 Penalty: 921.363098
	Iteration 26Q: 3 clusters Score -954729.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -954747.062500 Penalty: 921.363098
	Iteration 27Q: 3 clusters Score -954747.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -954759.750000 Penalty: 921.363098
	Iteration 28Q: 3 clusters Score -954759.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -954769.500000 Penalty: 921.363098
	Iteration 29Q: 3 clusters Score -954769.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -954775.000000 Penalty: 921.363098
	Iteration 30Q: 3 clusters Score -954775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -954778.187500 Penalty: 921.363098
	Iteration 31Q: 3 clusters Score -954778.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -954780.000000 Penalty: 921.363098
	Iteration 32Q: 3 clusters Score -954780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -954782.750000 Penalty: 921.363098
	Iteration 33Q: 3 clusters Score -954782.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -954782.500000 Penalty: 921.363098
	Iteration 34Q: 3 clusters Score -954782.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -954783.750000 Penalty: 921.363098
	Iteration 35Q: 3 clusters Score -954783.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -954784.375000 Penalty: 921.363098
	Iteration 36Q: 3 clusters Score -954784.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -954784.437500 Penalty: 921.363098
	Iteration 37Q: 3 clusters Score -954784.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -954786.687500 Penalty: 921.363098
	Iteration 38Q: 3 clusters Score -954786.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -954789.312500 Penalty: 921.363098
	Iteration 39Q: 3 clusters Score -954789.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -954789.750000 Penalty: 921.363098
	Iteration 40F: 3 clusters Score -954789.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -954793.875000 Penalty: 921.363098
	Iteration 41Q: 3 clusters Score -954793.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -954793.875000 Penalty: 921.363098
	Iteration 42Q: 3 clusters Score -954793.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -954796.375000 Penalty: 921.363098
	Iteration 43Q: 3 clusters Score -954796.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -954797.625000 Penalty: 921.363098
	Iteration 44Q: 3 clusters Score -954797.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -954798.375000 Penalty: 921.363098
	Iteration 45Q: 3 clusters Score -954798.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -954798.562500 Penalty: 921.363098
	Iteration 46Q: 3 clusters Score -954798.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -954798.562500 Penalty: 921.363098
	Iteration 47F: 3 clusters Score -954798.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -34112.941406 Penalty: 305.605072
	Iteration 0F: 2 clusters Score -34112.94 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 397 members 
Entering Unmasked Estep 
Score: -33410.003906 Penalty: 611.210144
	Iteration 0F: 3 clusters Score -33410 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -33580.097656 Penalty: 611.210144
	Iteration 1F: 3 clusters Score -33580.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -33622.964844 Penalty: 611.210144
	Iteration 2F: 3 clusters Score -33622.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -33648.062500 Penalty: 611.210144
	Iteration 3F: 3 clusters Score -33648.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -33660.441406 Penalty: 611.210144
	Iteration 4Q: 3 clusters Score -33660.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -33669.269531 Penalty: 611.210144
	Iteration 5Q: 3 clusters Score -33669.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -33675.187500 Penalty: 611.210144
	Iteration 6Q: 3 clusters Score -33675.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -33677.707031 Penalty: 611.210144
	Iteration 7Q: 3 clusters Score -33677.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -33680.343750 Penalty: 611.210144
	Iteration 8Q: 3 clusters Score -33680.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -33682.109375 Penalty: 611.210144
	Iteration 9Q: 3 clusters Score -33682.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -33682.726562 Penalty: 611.210144
	Iteration 10Q: 3 clusters Score -33682.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -33682.726562 Penalty: 611.210144
	Iteration 11F: 3 clusters Score -33682.73 nChanged 0
24->50 Clusters: Score -28358270.000000, best is -28358846.000000

Starting from 25 clusters...
--- Clustering full data set of 729999 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 30451 members 
Mstep: Class 3 contains 30733 members 
Mstep: Class 4 contains 30166 members 
Mstep: Class 5 contains 30390 members 
Mstep: Class 6 contains 30476 members 
Mstep: Class 7 contains 30517 members 
Mstep: Class 8 contains 30330 members 
Mstep: Class 9 contains 30166 members 
Mstep: Class 10 contains 30532 members 
Mstep: Class 11 contains 30157 members 
Mstep: Class 12 contains 30802 members 
Mstep: Class 13 contains 30300 members 
Mstep: Class 14 contains 30715 members 
Mstep: Class 15 contains 30740 members 
Mstep: Class 16 contains 30361 members 
Mstep: Class 17 contains 30447 members 
Mstep: Class 18 contains 30392 members 
Mstep: Class 19 contains 30341 members 
Mstep: Class 20 contains 30284 members 
Mstep: Class 21 contains 30162 members 
Mstep: Class 22 contains 30160 members 
Mstep: Class 23 contains 30496 members 
Mstep: Class 24 contains 30696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 52.977032 but Gain 614.287109
Score: -24382262.000000 Penalty: 14128.584961
Iteration 0F: 24 clusters Score -2.438226e+07 nChanged 698721
Entering Unmasked Mstep 
Mstep: Class 0 contains 2028 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 13534 members 
Mstep: Class 3 contains 68777 members 
Mstep: Class 4 contains 73946 members 
Mstep: Class 5 contains 64486 members 
Mstep: Class 6 contains 25768 members 
Mstep: Class 7 contains 11211 members 
Mstep: Class 8 contains 32005 members 
Mstep: Class 9 contains 33847 members 
Mstep: Class 10 contains 16482 members 
Mstep: Class 11 contains 21090 members 
Mstep: Class 12 contains 30893 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 14 contains 35506 members 
Mstep: Class 15 contains 93086 members 
Mstep: Class 16 contains 14740 members 
Mstep: Class 17 contains 7858 members 
Mstep: Class 18 contains 4070 members 
Mstep: Class 19 contains 6360 members 
Mstep: Class 20 contains 64741 members 
Mstep: Class 21 contains 32793 members 
Mstep: Class 23 contains 16958 members 
Mstep: Class 24 contains 50914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26972170.000000 Penalty: 14128.584961
Iteration 1F: 24 clusters Score -2.697217e+07 nChanged 282813
Entering Unmasked Mstep 
Mstep: Class 0 contains 338 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 13607 members 
Mstep: Class 3 contains 37835 members 
Mstep: Class 4 contains 112558 members 
Mstep: Class 5 contains 42484 members 
Mstep: Class 6 contains 23282 members 
Mstep: Class 7 contains 9293 members 
Mstep: Class 8 contains 39208 members 
Mstep: Class 9 contains 13185 members 
Mstep: Class 10 contains 17878 members 
Mstep: Class 11 contains 20095 members 
Mstep: Class 12 contains 35908 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 48372 members 
Mstep: Class 15 contains 126013 members 
Mstep: Class 16 contains 18043 members 
Mstep: Class 17 contains 9012 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 32935 members 
Mstep: Class 21 contains 46237 members 
Mstep: Class 23 contains 27436 members 
Mstep: Class 24 contains 38902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27480970.000000 Penalty: 14128.584961
Iteration 2F: 24 clusters Score -2.748097e+07 nChanged 167739
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 14942 members 
Mstep: Class 3 contains 19229 members 
Mstep: Class 4 contains 137239 members 
Mstep: Class 5 contains 30604 members 
Mstep: Class 6 contains 24432 members 
Mstep: Class 7 contains 6254 members 
Mstep: Class 8 contains 38324 members 
Mstep: Class 9 contains 6603 members 
Mstep: Class 10 contains 18179 members 
Mstep: Class 11 contains 16132 members 
Mstep: Class 12 contains 38081 members 
Mstep: Class 13 contains 1020 members 
Mstep: Class 14 contains 50463 members 
Mstep: Class 15 contains 140223 members 
Mstep: Class 16 contains 20442 members 
Mstep: Class 17 contains 9691 members 
Mstep: Class 18 contains 880 members 
Mstep: Class 19 contains 9357 members 
Mstep: Class 20 contains 16304 members 
Mstep: Class 21 contains 51097 members 
Mstep: Class 23 contains 32835 members 
Mstep: Class 24 contains 36914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 440.141449 but Gain 614.286133
Score: -27704048.000000 Penalty: 13514.298828
Iteration 3F: 23 clusters Score -2.770405e+07 nChanged 118924
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 15798 members 
Mstep: Class 3 contains 11977 members 
Mstep: Class 4 contains 155095 members 
Mstep: Class 5 contains 30038 members 
Mstep: Class 6 contains 23885 members 
Mstep: Class 7 contains 3662 members 
Mstep: Class 8 contains 34137 members 
Mstep: Class 9 contains 5708 members 
Mstep: Class 10 contains 16602 members 
Mstep: Class 11 contains 11180 members 
Mstep: Class 12 contains 38803 members 
Mstep: Class 13 contains 1262 members 
Mstep: Class 14 contains 43629 members 
Mstep: Class 15 contains 151952 members 
Mstep: Class 16 contains 21534 members 
Mstep: Class 17 contains 8227 members 
Mstep: Class 19 contains 10800 members 
Mstep: Class 20 contains 10708 members 
Mstep: Class 21 contains 50532 members 
Mstep: Class 23 contains 34755 members 
Mstep: Class 24 contains 34226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27825778.000000 Penalty: 13514.298828
Iteration 4F: 23 clusters Score -2.782578e+07 nChanged 95626
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 16805 members 
Mstep: Class 3 contains 9010 members 
Mstep: Class 4 contains 169990 members 
Mstep: Class 5 contains 29783 members 
Mstep: Class 6 contains 23427 members 
Mstep: Class 7 contains 2003 members 
Mstep: Class 8 contains 29196 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 15111 members 
Mstep: Class 11 contains 7066 members 
Mstep: Class 12 contains 40268 members 
Mstep: Class 13 contains 2108 members 
Mstep: Class 14 contains 34185 members 
Mstep: Class 15 contains 163686 members 
Mstep: Class 16 contains 23112 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 19 contains 11727 members 
Mstep: Class 20 contains 9438 members 
Mstep: Class 21 contains 47974 members 
Mstep: Class 23 contains 34895 members 
Mstep: Class 24 contains 28861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27915898.000000 Penalty: 13514.298828
Iteration 5F: 23 clusters Score -2.79159e+07 nChanged 78262
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 17357 members 
Mstep: Class 3 contains 7611 members 
Mstep: Class 4 contains 183082 members 
Mstep: Class 5 contains 28995 members 
Mstep: Class 6 contains 22995 members 
Mstep: Class 7 contains 1070 members 
Mstep: Class 8 contains 24331 members 
Mstep: Class 9 contains 5462 members 
Mstep: Class 10 contains 14081 members 
Mstep: Class 11 contains 4213 members 
Mstep: Class 12 contains 41724 members 
Mstep: Class 13 contains 3367 members 
Mstep: Class 14 contains 26157 members 
Mstep: Class 15 contains 173483 members 
Mstep: Class 16 contains 25257 members 
Mstep: Class 17 contains 6162 members 
Mstep: Class 19 contains 12158 members 
Mstep: Class 20 contains 9989 members 
Mstep: Class 21 contains 44926 members 
Mstep: Class 23 contains 33613 members 
Mstep: Class 24 contains 23004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 536.555176 but Gain 614.286133
Score: -27983658.000000 Penalty: 12900.012695
Iteration 6F: 22 clusters Score -2.798366e+07 nChanged 62985
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 17321 members 
Mstep: Class 3 contains 6712 members 
Mstep: Class 4 contains 194374 members 
Mstep: Class 5 contains 27596 members 
Mstep: Class 6 contains 22450 members 
Mstep: Class 8 contains 19902 members 
Mstep: Class 9 contains 5079 members 
Mstep: Class 10 contains 13431 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 42454 members 
Mstep: Class 13 contains 4948 members 
Mstep: Class 14 contains 20968 members 
Mstep: Class 15 contains 181584 members 
Mstep: Class 16 contains 27408 members 
Mstep: Class 17 contains 5989 members 
Mstep: Class 19 contains 12227 members 
Mstep: Class 20 contains 11281 members 
Mstep: Class 21 contains 41853 members 
Mstep: Class 23 contains 31541 members 
Mstep: Class 24 contains 18150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28034790.000000 Penalty: 12900.012695
Iteration 7F: 22 clusters Score -2.803479e+07 nChanged 49058
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 16843 members 
Mstep: Class 3 contains 6048 members 
Mstep: Class 4 contains 203795 members 
Mstep: Class 5 contains 26010 members 
Mstep: Class 6 contains 21690 members 
Mstep: Class 8 contains 16299 members 
Mstep: Class 9 contains 4677 members 
Mstep: Class 10 contains 12992 members 
Mstep: Class 11 contains 2028 members 
Mstep: Class 12 contains 42515 members 
Mstep: Class 13 contains 6702 members 
Mstep: Class 14 contains 17685 members 
Mstep: Class 15 contains 188118 members 
Mstep: Class 16 contains 29156 members 
Mstep: Class 17 contains 5857 members 
Mstep: Class 19 contains 12052 members 
Mstep: Class 20 contains 12593 members 
Mstep: Class 21 contains 38485 members 
Mstep: Class 23 contains 29224 members 
Mstep: Class 24 contains 14648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28068014.000000 Penalty: 12900.012695
Iteration 8F: 22 clusters Score -2.806801e+07 nChanged 39145
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 16169 members 
Mstep: Class 3 contains 5715 members 
Mstep: Class 4 contains 211635 members 
Mstep: Class 5 contains 24541 members 
Mstep: Class 6 contains 20968 members 
Mstep: Class 8 contains 13337 members 
Mstep: Class 9 contains 4352 members 
Mstep: Class 10 contains 12554 members 
Mstep: Class 11 contains 2019 members 
Mstep: Class 12 contains 42267 members 
Mstep: Class 13 contains 8496 members 
Mstep: Class 14 contains 15653 members 
Mstep: Class 15 contains 193740 members 
Mstep: Class 16 contains 30596 members 
Mstep: Class 17 contains 5730 members 
Mstep: Class 19 contains 11674 members 
Mstep: Class 20 contains 13329 members 
Mstep: Class 21 contains 35091 members 
Mstep: Class 23 contains 27008 members 
Mstep: Class 24 contains 12306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28093480.000000 Penalty: 12900.012695
Iteration 9F: 22 clusters Score -2.809348e+07 nChanged 32588
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 15575 members 
Mstep: Class 3 contains 5936 members 
Mstep: Class 4 contains 218028 members 
Mstep: Class 5 contains 23301 members 
Mstep: Class 6 contains 20407 members 
Mstep: Class 8 contains 10855 members 
Mstep: Class 9 contains 4055 members 
Mstep: Class 10 contains 12053 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 41946 members 
Mstep: Class 13 contains 10331 members 
Mstep: Class 14 contains 14248 members 
Mstep: Class 15 contains 198628 members 
Mstep: Class 16 contains 31736 members 
Mstep: Class 17 contains 5605 members 
Mstep: Class 19 contains 11228 members 
Mstep: Class 20 contains 13681 members 
Mstep: Class 21 contains 31891 members 
Mstep: Class 23 contains 24507 members 
Mstep: Class 24 contains 10795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28118554.000000 Penalty: 12900.012695
Iteration 10Q: 22 clusters Score -2.811855e+07 nChanged 27618
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 15140 members 
Mstep: Class 3 contains 6428 members 
Mstep: Class 4 contains 223364 members 
Mstep: Class 5 contains 22180 members 
Mstep: Class 6 contains 19957 members 
Mstep: Class 8 contains 8779 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11677 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 41492 members 
Mstep: Class 13 contains 11757 members 
Mstep: Class 14 contains 13114 members 
Mstep: Class 15 contains 202786 members 
Mstep: Class 16 contains 32689 members 
Mstep: Class 17 contains 5484 members 
Mstep: Class 19 contains 10739 members 
Mstep: Class 20 contains 13863 members 
Mstep: Class 21 contains 29031 members 
Mstep: Class 23 contains 22235 members 
Mstep: Class 24 contains 9876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28140972.000000 Penalty: 12900.012695
Iteration 11Q: 22 clusters Score -2.814097e+07 nChanged 22790
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 6632 members 
Mstep: Class 4 contains 227589 members 
Mstep: Class 5 contains 21099 members 
Mstep: Class 6 contains 19630 members 
Mstep: Class 8 contains 7169 members 
Mstep: Class 9 contains 3787 members 
Mstep: Class 10 contains 11384 members 
Mstep: Class 11 contains 3206 members 
Mstep: Class 12 contains 40982 members 
Mstep: Class 13 contains 12153 members 
Mstep: Class 14 contains 12172 members 
Mstep: Class 15 contains 206463 members 
Mstep: Class 16 contains 33505 members 
Mstep: Class 17 contains 5409 members 
Mstep: Class 19 contains 10230 members 
Mstep: Class 20 contains 13869 members 
Mstep: Class 21 contains 26590 members 
Mstep: Class 23 contains 21454 members 
Mstep: Class 24 contains 9322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28154522.000000 Penalty: 12900.012695
Iteration 12Q: 22 clusters Score -2.815452e+07 nChanged 19976
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 14486 members 
Mstep: Class 3 contains 6729 members 
Mstep: Class 4 contains 231274 members 
Mstep: Class 5 contains 20082 members 
Mstep: Class 6 contains 19219 members 
Mstep: Class 8 contains 5888 members 
Mstep: Class 9 contains 3725 members 
Mstep: Class 10 contains 11154 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 40397 members 
Mstep: Class 13 contains 12016 members 
Mstep: Class 14 contains 11379 members 
Mstep: Class 15 contains 209409 members 
Mstep: Class 16 contains 34210 members 
Mstep: Class 17 contains 5372 members 
Mstep: Class 19 contains 9792 members 
Mstep: Class 20 contains 13868 members 
Mstep: Class 21 contains 24557 members 
Mstep: Class 23 contains 21408 members 
Mstep: Class 24 contains 9037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28162806.000000 Penalty: 12900.012695
Iteration 13Q: 22 clusters Score -2.816281e+07 nChanged 17905
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 14276 members 
Mstep: Class 3 contains 6720 members 
Mstep: Class 4 contains 234388 members 
Mstep: Class 5 contains 19137 members 
Mstep: Class 6 contains 18848 members 
Mstep: Class 8 contains 4875 members 
Mstep: Class 9 contains 3692 members 
Mstep: Class 10 contains 10993 members 
Mstep: Class 11 contains 3958 members 
Mstep: Class 12 contains 39822 members 
Mstep: Class 13 contains 11790 members 
Mstep: Class 14 contains 10717 members 
Mstep: Class 15 contains 211938 members 
Mstep: Class 16 contains 34768 members 
Mstep: Class 17 contains 5349 members 
Mstep: Class 19 contains 9373 members 
Mstep: Class 20 contains 13853 members 
Mstep: Class 21 contains 22774 members 
Mstep: Class 23 contains 21548 members 
Mstep: Class 24 contains 8934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28169278.000000 Penalty: 12900.012695
Iteration 14Q: 22 clusters Score -2.816928e+07 nChanged 16443
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 14223 members 
Mstep: Class 3 contains 6714 members 
Mstep: Class 4 contains 237093 members 
Mstep: Class 5 contains 18363 members 
Mstep: Class 6 contains 18502 members 
Mstep: Class 8 contains 4090 members 
Mstep: Class 9 contains 3678 members 
Mstep: Class 10 contains 10802 members 
Mstep: Class 11 contains 4227 members 
Mstep: Class 12 contains 39346 members 
Mstep: Class 13 contains 11551 members 
Mstep: Class 14 contains 10176 members 
Mstep: Class 15 contains 213973 members 
Mstep: Class 16 contains 35200 members 
Mstep: Class 17 contains 5331 members 
Mstep: Class 19 contains 9024 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 21201 members 
Mstep: Class 23 contains 21761 members 
Mstep: Class 24 contains 8847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28174670.000000 Penalty: 12900.012695
Iteration 15Q: 22 clusters Score -2.817467e+07 nChanged 15285
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 14300 members 
Mstep: Class 3 contains 6717 members 
Mstep: Class 4 contains 239556 members 
Mstep: Class 5 contains 17783 members 
Mstep: Class 6 contains 18128 members 
Mstep: Class 8 contains 3529 members 
Mstep: Class 9 contains 3670 members 
Mstep: Class 10 contains 10625 members 
Mstep: Class 11 contains 4472 members 
Mstep: Class 12 contains 38902 members 
Mstep: Class 13 contains 11330 members 
Mstep: Class 14 contains 9705 members 
Mstep: Class 15 contains 215397 members 
Mstep: Class 16 contains 35483 members 
Mstep: Class 17 contains 5320 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 19909 members 
Mstep: Class 23 contains 21972 members 
Mstep: Class 24 contains 8758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28179702.000000 Penalty: 12900.012695
Iteration 16Q: 22 clusters Score -2.81797e+07 nChanged 14853
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 14457 members 
Mstep: Class 3 contains 6721 members 
Mstep: Class 4 contains 241936 members 
Mstep: Class 5 contains 17259 members 
Mstep: Class 6 contains 17773 members 
Mstep: Class 8 contains 3063 members 
Mstep: Class 9 contains 3666 members 
Mstep: Class 10 contains 10468 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 38576 members 
Mstep: Class 13 contains 11140 members 
Mstep: Class 14 contains 9392 members 
Mstep: Class 15 contains 216303 members 
Mstep: Class 16 contains 35656 members 
Mstep: Class 17 contains 5309 members 
Mstep: Class 19 contains 8601 members 
Mstep: Class 20 contains 13848 members 
Mstep: Class 21 contains 18689 members 
Mstep: Class 23 contains 22143 members 
Mstep: Class 24 contains 8713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28184548.000000 Penalty: 12900.012695
Iteration 17Q: 22 clusters Score -2.818455e+07 nChanged 14782
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 14652 members 
Mstep: Class 3 contains 6731 members 
Mstep: Class 4 contains 244355 members 
Mstep: Class 5 contains 16832 members 
Mstep: Class 6 contains 17420 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 10255 members 
Mstep: Class 11 contains 4823 members 
Mstep: Class 12 contains 38328 members 
Mstep: Class 13 contains 10918 members 
Mstep: Class 14 contains 9129 members 
Mstep: Class 15 contains 216793 members 
Mstep: Class 16 contains 35729 members 
Mstep: Class 17 contains 5297 members 
Mstep: Class 19 contains 8516 members 
Mstep: Class 20 contains 13852 members 
Mstep: Class 21 contains 17632 members 
Mstep: Class 23 contains 22354 members 
Mstep: Class 24 contains 8643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28189856.000000 Penalty: 12900.012695
Iteration 18Q: 22 clusters Score -2.818986e+07 nChanged 14921
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 14891 members 
Mstep: Class 3 contains 6746 members 
Mstep: Class 4 contains 246943 members 
Mstep: Class 5 contains 16503 members 
Mstep: Class 6 contains 17058 members 
Mstep: Class 8 contains 2401 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 10026 members 
Mstep: Class 11 contains 4950 members 
Mstep: Class 12 contains 38086 members 
Mstep: Class 13 contains 10720 members 
Mstep: Class 14 contains 8922 members 
Mstep: Class 15 contains 216674 members 
Mstep: Class 16 contains 35759 members 
Mstep: Class 17 contains 5291 members 
Mstep: Class 19 contains 8551 members 
Mstep: Class 20 contains 13854 members 
Mstep: Class 21 contains 16757 members 
Mstep: Class 23 contains 22544 members 
Mstep: Class 24 contains 8554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195518.000000 Penalty: 12900.012695
Iteration 19Q: 22 clusters Score -2.819552e+07 nChanged 15412
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 15162 members 
Mstep: Class 3 contains 6756 members 
Mstep: Class 4 contains 249722 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 16613 members 
Mstep: Class 8 contains 2139 members 
Mstep: Class 9 contains 3662 members 
Mstep: Class 10 contains 9766 members 
Mstep: Class 11 contains 5073 members 
Mstep: Class 12 contains 37901 members 
Mstep: Class 13 contains 10509 members 
Mstep: Class 14 contains 8742 members 
Mstep: Class 15 contains 216222 members 
Mstep: Class 16 contains 35702 members 
Mstep: Class 17 contains 5282 members 
Mstep: Class 19 contains 8644 members 
Mstep: Class 20 contains 13857 members 
Mstep: Class 21 contains 16035 members 
Mstep: Class 23 contains 22752 members 
Mstep: Class 24 contains 8483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28202304.000000 Penalty: 12900.012695
Iteration 20F: 22 clusters Score -2.82023e+07 nChanged 15993
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 15468 members 
Mstep: Class 3 contains 6779 members 
Mstep: Class 4 contains 252455 members 
Mstep: Class 5 contains 15906 members 
Mstep: Class 6 contains 16160 members 
Mstep: Class 8 contains 1963 members 
Mstep: Class 9 contains 3662 members 
Mstep: Class 10 contains 9566 members 
Mstep: Class 11 contains 5220 members 
Mstep: Class 12 contains 37642 members 
Mstep: Class 13 contains 10308 members 
Mstep: Class 14 contains 8639 members 
Mstep: Class 15 contains 215457 members 
Mstep: Class 16 contains 35575 members 
Mstep: Class 17 contains 5254 members 
Mstep: Class 19 contains 8901 members 
Mstep: Class 20 contains 13855 members 
Mstep: Class 21 contains 15383 members 
Mstep: Class 23 contains 22948 members 
Mstep: Class 24 contains 8420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28209524.000000 Penalty: 12900.012695
Iteration 21Q: 22 clusters Score -2.820952e+07 nChanged 16316
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 15777 members 
Mstep: Class 3 contains 6797 members 
Mstep: Class 4 contains 255032 members 
Mstep: Class 5 contains 15663 members 
Mstep: Class 6 contains 15647 members 
Mstep: Class 8 contains 1812 members 
Mstep: Class 9 contains 3662 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 5358 members 
Mstep: Class 12 contains 37331 members 
Mstep: Class 13 contains 10100 members 
Mstep: Class 14 contains 8621 members 
Mstep: Class 15 contains 214838 members 
Mstep: Class 16 contains 35345 members 
Mstep: Class 17 contains 5207 members 
Mstep: Class 19 contains 9158 members 
Mstep: Class 20 contains 13854 members 
Mstep: Class 21 contains 14851 members 
Mstep: Class 23 contains 23155 members 
Mstep: Class 24 contains 8324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28216656.000000 Penalty: 12900.012695
Iteration 22Q: 22 clusters Score -2.821666e+07 nChanged 15913
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 16059 members 
Mstep: Class 3 contains 6841 members 
Mstep: Class 4 contains 256996 members 
Mstep: Class 5 contains 15507 members 
Mstep: Class 6 contains 15124 members 
Mstep: Class 8 contains 1682 members 
Mstep: Class 9 contains 3664 members 
Mstep: Class 10 contains 9160 members 
Mstep: Class 11 contains 5490 members 
Mstep: Class 12 contains 36931 members 
Mstep: Class 13 contains 9880 members 
Mstep: Class 14 contains 8641 members 
Mstep: Class 15 contains 214612 members 
Mstep: Class 16 contains 35253 members 
Mstep: Class 17 contains 5158 members 
Mstep: Class 19 contains 9385 members 
Mstep: Class 20 contains 13858 members 
Mstep: Class 21 contains 14437 members 
Mstep: Class 23 contains 23364 members 
Mstep: Class 24 contains 8196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28223520.000000 Penalty: 12900.012695
Iteration 23Q: 22 clusters Score -2.822352e+07 nChanged 15074
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 16319 members 
Mstep: Class 3 contains 6852 members 
Mstep: Class 4 contains 258354 members 
Mstep: Class 5 contains 15421 members 
Mstep: Class 6 contains 14538 members 
Mstep: Class 8 contains 1627 members 
Mstep: Class 9 contains 3664 members 
Mstep: Class 10 contains 9006 members 
Mstep: Class 11 contains 5606 members 
Mstep: Class 12 contains 36448 members 
Mstep: Class 13 contains 9683 members 
Mstep: Class 14 contains 8694 members 
Mstep: Class 15 contains 214936 members 
Mstep: Class 16 contains 35223 members 
Mstep: Class 17 contains 5126 members 
Mstep: Class 19 contains 9525 members 
Mstep: Class 20 contains 13862 members 
Mstep: Class 21 contains 14135 members 
Mstep: Class 23 contains 23557 members 
Mstep: Class 24 contains 8051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28229446.000000 Penalty: 12900.012695
Iteration 24Q: 22 clusters Score -2.822945e+07 nChanged 14125
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 16546 members 
Mstep: Class 3 contains 6867 members 
Mstep: Class 4 contains 259104 members 
Mstep: Class 5 contains 15352 members 
Mstep: Class 6 contains 13926 members 
Mstep: Class 8 contains 1625 members 
Mstep: Class 9 contains 3664 members 
Mstep: Class 10 contains 8890 members 
Mstep: Class 11 contains 5716 members 
Mstep: Class 12 contains 35905 members 
Mstep: Class 13 contains 9495 members 
Mstep: Class 14 contains 8723 members 
Mstep: Class 15 contains 215816 members 
Mstep: Class 16 contains 35283 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 19 contains 9642 members 
Mstep: Class 20 contains 13867 members 
Mstep: Class 21 contains 13929 members 
Mstep: Class 23 contains 23738 members 
Mstep: Class 24 contains 7849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28234008.000000 Penalty: 12900.012695
Iteration 25Q: 22 clusters Score -2.823401e+07 nChanged 12891
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 16665 members 
Mstep: Class 3 contains 6869 members 
Mstep: Class 4 contains 259064 members 
Mstep: Class 5 contains 15322 members 
Mstep: Class 6 contains 13302 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 3659 members 
Mstep: Class 10 contains 8804 members 
Mstep: Class 11 contains 5828 members 
Mstep: Class 12 contains 35340 members 
Mstep: Class 13 contains 9304 members 
Mstep: Class 14 contains 8763 members 
Mstep: Class 15 contains 217354 members 
Mstep: Class 16 contains 35470 members 
Mstep: Class 17 contains 5098 members 
Mstep: Class 19 contains 9720 members 
Mstep: Class 20 contains 13868 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 23 contains 23925 members 
Mstep: Class 24 contains 7614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28237630.000000 Penalty: 12900.012695
Iteration 26Q: 22 clusters Score -2.823763e+07 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 16699 members 
Mstep: Class 3 contains 6850 members 
Mstep: Class 4 contains 258212 members 
Mstep: Class 5 contains 15336 members 
Mstep: Class 6 contains 12752 members 
Mstep: Class 8 contains 1734 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 8735 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 34842 members 
Mstep: Class 13 contains 9128 members 
Mstep: Class 14 contains 8797 members 
Mstep: Class 15 contains 219409 members 
Mstep: Class 16 contains 35789 members 
Mstep: Class 17 contains 5092 members 
Mstep: Class 19 contains 9790 members 
Mstep: Class 20 contains 13869 members 
Mstep: Class 21 contains 13867 members 
Mstep: Class 23 contains 24096 members 
Mstep: Class 24 contains 7385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28240494.000000 Penalty: 12900.012695
Iteration 27Q: 22 clusters Score -2.824049e+07 nChanged 10706
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 16659 members 
Mstep: Class 3 contains 6832 members 
Mstep: Class 4 contains 256967 members 
Mstep: Class 5 contains 15328 members 
Mstep: Class 6 contains 12234 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 8719 members 
Mstep: Class 11 contains 6051 members 
Mstep: Class 12 contains 34386 members 
Mstep: Class 13 contains 8962 members 
Mstep: Class 14 contains 8788 members 
Mstep: Class 15 contains 221749 members 
Mstep: Class 16 contains 36184 members 
Mstep: Class 17 contains 5086 members 
Mstep: Class 19 contains 9853 members 
Mstep: Class 20 contains 13869 members 
Mstep: Class 21 contains 13935 members 
Mstep: Class 23 contains 24260 members 
Mstep: Class 24 contains 7162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28242902.000000 Penalty: 12900.012695
Iteration 28Q: 22 clusters Score -2.82429e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 16570 members 
Mstep: Class 3 contains 6814 members 
Mstep: Class 4 contains 255296 members 
Mstep: Class 5 contains 15327 members 
Mstep: Class 6 contains 11745 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 8724 members 
Mstep: Class 11 contains 6170 members 
Mstep: Class 12 contains 33953 members 
Mstep: Class 13 contains 8837 members 
Mstep: Class 14 contains 8751 members 
Mstep: Class 15 contains 224397 members 
Mstep: Class 16 contains 36652 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 19 contains 9907 members 
Mstep: Class 20 contains 13867 members 
Mstep: Class 21 contains 14040 members 
Mstep: Class 23 contains 24384 members 
Mstep: Class 24 contains 6990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28245106.000000 Penalty: 12900.012695
Iteration 29Q: 22 clusters Score -2.824511e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 16450 members 
Mstep: Class 3 contains 6793 members 
Mstep: Class 4 contains 253404 members 
Mstep: Class 5 contains 15345 members 
Mstep: Class 6 contains 11261 members 
Mstep: Class 8 contains 1892 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 8746 members 
Mstep: Class 11 contains 6285 members 
Mstep: Class 12 contains 33573 members 
Mstep: Class 13 contains 8723 members 
Mstep: Class 14 contains 8675 members 
Mstep: Class 15 contains 227116 members 
Mstep: Class 16 contains 37214 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 19 contains 9930 members 
Mstep: Class 20 contains 13868 members 
Mstep: Class 21 contains 14250 members 
Mstep: Class 23 contains 24494 members 
Mstep: Class 24 contains 6853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28246812.000000 Penalty: 12900.012695
Iteration 30Q: 22 clusters Score -2.824681e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 16305 members 
Mstep: Class 3 contains 6773 members 
Mstep: Class 4 contains 251087 members 
Mstep: Class 5 contains 15388 members 
Mstep: Class 6 contains 10846 members 
Mstep: Class 8 contains 1912 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8792 members 
Mstep: Class 11 contains 6381 members 
Mstep: Class 12 contains 33247 members 
Mstep: Class 13 contains 8606 members 
Mstep: Class 14 contains 8559 members 
Mstep: Class 15 contains 230091 members 
Mstep: Class 16 contains 37905 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 19 contains 9906 members 
Mstep: Class 20 contains 13866 members 
Mstep: Class 21 contains 14512 members 
Mstep: Class 23 contains 24611 members 
Mstep: Class 24 contains 6747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28248834.000000 Penalty: 12900.012695
Iteration 31Q: 22 clusters Score -2.824883e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 16174 members 
Mstep: Class 3 contains 6745 members 
Mstep: Class 4 contains 248574 members 
Mstep: Class 5 contains 15446 members 
Mstep: Class 6 contains 10439 members 
Mstep: Class 8 contains 1942 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8832 members 
Mstep: Class 11 contains 6466 members 
Mstep: Class 12 contains 32969 members 
Mstep: Class 13 contains 8492 members 
Mstep: Class 14 contains 8407 members 
Mstep: Class 15 contains 233206 members 
Mstep: Class 16 contains 38632 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 19 contains 9842 members 
Mstep: Class 20 contains 13870 members 
Mstep: Class 21 contains 14843 members 
Mstep: Class 23 contains 24721 members 
Mstep: Class 24 contains 6652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28250332.000000 Penalty: 12900.012695
Iteration 32Q: 22 clusters Score -2.825033e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 16012 members 
Mstep: Class 3 contains 6715 members 
Mstep: Class 4 contains 246059 members 
Mstep: Class 5 contains 15501 members 
Mstep: Class 6 contains 10040 members 
Mstep: Class 8 contains 1975 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8861 members 
Mstep: Class 11 contains 6561 members 
Mstep: Class 12 contains 32695 members 
Mstep: Class 13 contains 8377 members 
Mstep: Class 14 contains 8240 members 
Mstep: Class 15 contains 236295 members 
Mstep: Class 16 contains 39478 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 19 contains 9757 members 
Mstep: Class 20 contains 13871 members 
Mstep: Class 21 contains 15229 members 
Mstep: Class 23 contains 24834 members 
Mstep: Class 24 contains 6555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28251872.000000 Penalty: 12900.012695
Iteration 33Q: 22 clusters Score -2.825187e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 15820 members 
Mstep: Class 3 contains 6693 members 
Mstep: Class 4 contains 243510 members 
Mstep: Class 5 contains 15546 members 
Mstep: Class 6 contains 9693 members 
Mstep: Class 8 contains 2000 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8867 members 
Mstep: Class 11 contains 6636 members 
Mstep: Class 12 contains 32434 members 
Mstep: Class 13 contains 8224 members 
Mstep: Class 14 contains 8104 members 
Mstep: Class 15 contains 239375 members 
Mstep: Class 16 contains 40374 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 19 contains 9637 members 
Mstep: Class 20 contains 13876 members 
Mstep: Class 21 contains 15659 members 
Mstep: Class 23 contains 24981 members 
Mstep: Class 24 contains 6477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28253342.000000 Penalty: 12900.012695
Iteration 34Q: 22 clusters Score -2.825334e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 15575 members 
Mstep: Class 3 contains 6675 members 
Mstep: Class 4 contains 240914 members 
Mstep: Class 5 contains 15589 members 
Mstep: Class 6 contains 9360 members 
Mstep: Class 8 contains 2028 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8867 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 32184 members 
Mstep: Class 13 contains 8058 members 
Mstep: Class 14 contains 7960 members 
Mstep: Class 15 contains 242469 members 
Mstep: Class 16 contains 41348 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 19 contains 9491 members 
Mstep: Class 20 contains 13882 members 
Mstep: Class 21 contains 16166 members 
Mstep: Class 23 contains 25141 members 
Mstep: Class 24 contains 6409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28254892.000000 Penalty: 12900.012695
Iteration 35Q: 22 clusters Score -2.825489e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 15342 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 238353 members 
Mstep: Class 5 contains 15626 members 
Mstep: Class 6 contains 9067 members 
Mstep: Class 8 contains 2039 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8847 members 
Mstep: Class 11 contains 6761 members 
Mstep: Class 12 contains 31948 members 
Mstep: Class 13 contains 7858 members 
Mstep: Class 14 contains 7817 members 
Mstep: Class 15 contains 245450 members 
Mstep: Class 16 contains 42369 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 19 contains 9324 members 
Mstep: Class 20 contains 13887 members 
Mstep: Class 21 contains 16732 members 
Mstep: Class 23 contains 25334 members 
Mstep: Class 24 contains 6337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28256326.000000 Penalty: 12900.012695
Iteration 36Q: 22 clusters Score -2.825633e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 15083 members 
Mstep: Class 3 contains 6642 members 
Mstep: Class 4 contains 235825 members 
Mstep: Class 5 contains 15652 members 
Mstep: Class 6 contains 8814 members 
Mstep: Class 8 contains 2065 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 6834 members 
Mstep: Class 12 contains 31701 members 
Mstep: Class 13 contains 7666 members 
Mstep: Class 14 contains 7700 members 
Mstep: Class 15 contains 248321 members 
Mstep: Class 16 contains 43395 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 19 contains 9097 members 
Mstep: Class 20 contains 13893 members 
Mstep: Class 21 contains 17350 members 
Mstep: Class 23 contains 25520 members 
Mstep: Class 24 contains 6278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28257758.000000 Penalty: 12900.012695
Iteration 37Q: 22 clusters Score -2.825776e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 14766 members 
Mstep: Class 3 contains 6628 members 
Mstep: Class 4 contains 233451 members 
Mstep: Class 5 contains 15682 members 
Mstep: Class 6 contains 8588 members 
Mstep: Class 8 contains 2083 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8784 members 
Mstep: Class 11 contains 6872 members 
Mstep: Class 12 contains 31481 members 
Mstep: Class 13 contains 7473 members 
Mstep: Class 14 contains 7594 members 
Mstep: Class 15 contains 250949 members 
Mstep: Class 16 contains 44359 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 19 contains 8896 members 
Mstep: Class 20 contains 13897 members 
Mstep: Class 21 contains 18022 members 
Mstep: Class 23 contains 25709 members 
Mstep: Class 24 contains 6246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28258972.000000 Penalty: 12900.012695
Iteration 38Q: 22 clusters Score -2.825897e+07 nChanged 6462
Entering ConstructFrom: 
Score: -28258972.000000 Penalty: 12900.012695
Entering ConstructFrom: 
Trying to split cluster 1 (8886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Entering Unmasked Estep 
Score: -350754.906250 Penalty: 413.696594
	Iteration 0F: 2 clusters Score -350754.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -344715.937500 Penalty: 827.393188
	Iteration 0F: 3 clusters Score -344715.9 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -347220.843750 Penalty: 827.393188
	Iteration 1F: 3 clusters Score -347220.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -347549.937500 Penalty: 827.393188
	Iteration 2F: 3 clusters Score -347549.9 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -347978.562500 Penalty: 827.393188
	Iteration 3F: 3 clusters Score -347978.6 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -348516.093750 Penalty: 827.393188
	Iteration 4F: 3 clusters Score -348516.1 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -349113.343750 Penalty: 827.393188
	Iteration 5F: 3 clusters Score -349113.3 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -349668.312500 Penalty: 827.393188
	Iteration 6F: 3 clusters Score -349668.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -350057.750000 Penalty: 827.393188
	Iteration 7Q: 3 clusters Score -350057.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -350278.312500 Penalty: 827.393188
	Iteration 8Q: 3 clusters Score -350278.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -350383.937500 Penalty: 827.393188
	Iteration 9Q: 3 clusters Score -350383.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -350413.125000 Penalty: 827.393188
	Iteration 10Q: 3 clusters Score -350413.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -350432.406250 Penalty: 827.393188
	Iteration 11Q: 3 clusters Score -350432.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -350443.718750 Penalty: 827.393188
	Iteration 12Q: 3 clusters Score -350443.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -350447.406250 Penalty: 827.393188
	Iteration 13Q: 3 clusters Score -350447.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -350454.312500 Penalty: 827.393188
	Iteration 14Q: 3 clusters Score -350454.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -350456.437500 Penalty: 827.393188
	Iteration 15Q: 3 clusters Score -350456.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -350458.437500 Penalty: 827.393188
	Iteration 16Q: 3 clusters Score -350458.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -350461.406250 Penalty: 827.393188
	Iteration 17Q: 3 clusters Score -350461.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -350465.093750 Penalty: 827.393188
	Iteration 18Q: 3 clusters Score -350465.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -350467.625000 Penalty: 827.393188
	Iteration 19Q: 3 clusters Score -350467.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -350468.625000 Penalty: 827.393188
	Iteration 20F: 3 clusters Score -350468.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -350470.750000 Penalty: 827.393188
	Iteration 21Q: 3 clusters Score -350470.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -350473.000000 Penalty: 827.393188
	Iteration 22Q: 3 clusters Score -350473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -350476.875000 Penalty: 827.393188
	Iteration 23Q: 3 clusters Score -350476.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -350478.656250 Penalty: 827.393188
	Iteration 24Q: 3 clusters Score -350478.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -350479.531250 Penalty: 827.393188
	Iteration 25Q: 3 clusters Score -350479.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -350480.000000 Penalty: 827.393188
	Iteration 26Q: 3 clusters Score -350480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -350480.000000 Penalty: 827.393188
	Iteration 27F: 3 clusters Score -350480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Entering Unmasked Estep 
Score: -573593.687500 Penalty: 435.926392
	Iteration 0F: 2 clusters Score -573593.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -564137.812500 Penalty: 871.852783
	Iteration 0F: 3 clusters Score -564137.8 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -568846.375000 Penalty: 871.852783
	Iteration 1F: 3 clusters Score -568846.4 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -569863.937500 Penalty: 871.852783
	Iteration 2F: 3 clusters Score -569863.9 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -570961.937500 Penalty: 871.852783
	Iteration 3F: 3 clusters Score -570961.9 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -571837.250000 Penalty: 871.852783
	Iteration 4F: 3 clusters Score -571837.2 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -572361.937500 Penalty: 871.852783
	Iteration 5F: 3 clusters Score -572361.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -572649.625000 Penalty: 871.852783
	Iteration 6Q: 3 clusters Score -572649.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -572858.000000 Penalty: 871.852783
	Iteration 7Q: 3 clusters Score -572858 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -573052.750000 Penalty: 871.852783
	Iteration 8Q: 3 clusters Score -573052.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -573229.625000 Penalty: 871.852783
	Iteration 9Q: 3 clusters Score -573229.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -573398.000000 Penalty: 871.852783
	Iteration 10Q: 3 clusters Score -573398 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -573543.625000 Penalty: 871.852783
	Iteration 11Q: 3 clusters Score -573543.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -573637.375000 Penalty: 871.852783
	Iteration 12Q: 3 clusters Score -573637.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -573703.750000 Penalty: 871.852783
	Iteration 13Q: 3 clusters Score -573703.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -573761.312500 Penalty: 871.852783
	Iteration 14Q: 3 clusters Score -573761.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -573798.062500 Penalty: 871.852783
	Iteration 15Q: 3 clusters Score -573798.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -573829.250000 Penalty: 871.852783
	Iteration 16Q: 3 clusters Score -573829.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -573863.187500 Penalty: 871.852783
	Iteration 17Q: 3 clusters Score -573863.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -573887.937500 Penalty: 871.852783
	Iteration 18Q: 3 clusters Score -573887.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -573912.750000 Penalty: 871.852783
	Iteration 19Q: 3 clusters Score -573912.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -573938.187500 Penalty: 871.852783
	Iteration 20F: 3 clusters Score -573938.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -573962.500000 Penalty: 871.852783
	Iteration 21Q: 3 clusters Score -573962.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -573979.500000 Penalty: 871.852783
	Iteration 22Q: 3 clusters Score -573979.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -573998.187500 Penalty: 871.852783
	Iteration 23Q: 3 clusters Score -573998.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -574015.937500 Penalty: 871.852783
	Iteration 24Q: 3 clusters Score -574015.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -574033.875000 Penalty: 871.852783
	Iteration 25Q: 3 clusters Score -574033.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -574045.937500 Penalty: 871.852783
	Iteration 26Q: 3 clusters Score -574045.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -574055.187500 Penalty: 871.852783
	Iteration 27Q: 3 clusters Score -574055.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -574063.750000 Penalty: 871.852783
	Iteration 28Q: 3 clusters Score -574063.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -574070.375000 Penalty: 871.852783
	Iteration 29Q: 3 clusters Score -574070.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -574072.687500 Penalty: 871.852783
	Iteration 30Q: 3 clusters Score -574072.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -574076.000000 Penalty: 871.852783
	Iteration 31Q: 3 clusters Score -574076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -574076.625000 Penalty: 871.852783
	Iteration 32Q: 3 clusters Score -574076.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -574079.000000 Penalty: 871.852783
	Iteration 33Q: 3 clusters Score -574079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -574081.125000 Penalty: 871.852783
	Iteration 34Q: 3 clusters Score -574081.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -574083.125000 Penalty: 871.852783
	Iteration 35Q: 3 clusters Score -574083.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -574084.687500 Penalty: 871.852783
	Iteration 36Q: 3 clusters Score -574084.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -574087.750000 Penalty: 871.852783
	Iteration 37Q: 3 clusters Score -574087.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -574088.687500 Penalty: 871.852783
	Iteration 38Q: 3 clusters Score -574088.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -574092.437500 Penalty: 871.852783
	Iteration 39Q: 3 clusters Score -574092.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -574096.062500 Penalty: 871.852783
	Iteration 40F: 3 clusters Score -574096.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -574098.625000 Penalty: 871.852783
	Iteration 41Q: 3 clusters Score -574098.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -574099.562500 Penalty: 871.852783
	Iteration 42Q: 3 clusters Score -574099.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -574102.500000 Penalty: 871.852783
	Iteration 43Q: 3 clusters Score -574102.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -574103.937500 Penalty: 871.852783
	Iteration 44Q: 3 clusters Score -574103.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -574103.750000 Penalty: 871.852783
	Iteration 45Q: 3 clusters Score -574103.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -574106.687500 Penalty: 871.852783
	Iteration 46Q: 3 clusters Score -574106.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -574107.750000 Penalty: 871.852783
	Iteration 47Q: 3 clusters Score -574107.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -574108.375000 Penalty: 871.852783
	Iteration 48Q: 3 clusters Score -574108.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -574111.000000 Penalty: 871.852783
	Iteration 49Q: 3 clusters Score -574111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -574109.812500 Penalty: 871.852783
	Iteration 50Q: 3 clusters Score -574109.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -574109.250000 Penalty: 871.852783
	Iteration 51Q: 3 clusters Score -574109.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -574112.812500 Penalty: 871.852783
	Iteration 52Q: 3 clusters Score -574112.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -574112.375000 Penalty: 871.852783
	Iteration 53Q: 3 clusters Score -574112.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -574112.125000 Penalty: 871.852783
	Iteration 54Q: 3 clusters Score -574112.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -574112.125000 Penalty: 871.852783
	Iteration 55Q: 3 clusters Score -574112.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -574111.812500 Penalty: 871.852783
	Iteration 56Q: 3 clusters Score -574111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -574111.625000 Penalty: 871.852783
	Iteration 57Q: 3 clusters Score -574111.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -574111.625000 Penalty: 871.852783
	Iteration 58F: 3 clusters Score -574111.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 6610 members 
Mstep: Class 4 contains 231229 members 
Mstep: Class 5 contains 15711 members 
Mstep: Class 6 contains 8392 members 
Mstep: Class 7 contains 13075 members 
Mstep: Class 8 contains 2102 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8751 members 
Mstep: Class 11 contains 6891 members 
Mstep: Class 12 contains 31290 members 
Mstep: Class 13 contains 7227 members 
Mstep: Class 14 contains 7503 members 
Mstep: Class 15 contains 253238 members 
Mstep: Class 16 contains 45348 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 19 contains 8698 members 
Mstep: Class 20 contains 13904 members 
Mstep: Class 21 contains 18760 members 
Mstep: Class 23 contains 25947 members 
Mstep: Class 24 contains 6218 members 
Entering Unmasked Estep 
Score: -28259796.000000 Penalty: 13514.298828
Splitting cluster 2 changes total score from -28258972.000000 to -28259796.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 3 (6610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Entering Unmasked Estep 
Score: -208972.765625 Penalty: 400.233429
	Iteration 0F: 2 clusters Score -208972.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -204619.687500 Penalty: 800.466858
	Iteration 0F: 3 clusters Score -204619.7 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -207060.546875 Penalty: 800.466858
	Iteration 1F: 3 clusters Score -207060.5 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -207762.125000 Penalty: 800.466858
	Iteration 2F: 3 clusters Score -207762.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -208365.046875 Penalty: 800.466858
	Iteration 3F: 3 clusters Score -208365 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -208975.375000 Penalty: 800.466858
	Iteration 4F: 3 clusters Score -208975.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -209565.406250 Penalty: 800.466858
	Iteration 5F: 3 clusters Score -209565.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -209925.875000 Penalty: 800.466858
	Iteration 6F: 3 clusters Score -209925.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -210105.421875 Penalty: 800.466858
	Iteration 7Q: 3 clusters Score -210105.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -210160.812500 Penalty: 800.466858
	Iteration 8Q: 3 clusters Score -210160.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -210177.609375 Penalty: 800.466858
	Iteration 9Q: 3 clusters Score -210177.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -210185.421875 Penalty: 800.466858
	Iteration 10Q: 3 clusters Score -210185.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -210189.609375 Penalty: 800.466858
	Iteration 11Q: 3 clusters Score -210189.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -210191.750000 Penalty: 800.466858
	Iteration 12Q: 3 clusters Score -210191.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -210192.625000 Penalty: 800.466858
	Iteration 13Q: 3 clusters Score -210192.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -210194.296875 Penalty: 800.466858
	Iteration 14Q: 3 clusters Score -210194.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -210196.031250 Penalty: 800.466858
	Iteration 15Q: 3 clusters Score -210196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -210197.812500 Penalty: 800.466858
	Iteration 16Q: 3 clusters Score -210197.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -210199.640625 Penalty: 800.466858
	Iteration 17Q: 3 clusters Score -210199.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -210201.765625 Penalty: 800.466858
	Iteration 18Q: 3 clusters Score -210201.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -210203.515625 Penalty: 800.466858
	Iteration 19Q: 3 clusters Score -210203.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -210205.625000 Penalty: 800.466858
	Iteration 20F: 3 clusters Score -210205.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -210206.250000 Penalty: 800.466858
	Iteration 21Q: 3 clusters Score -210206.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -210206.500000 Penalty: 800.466858
	Iteration 22Q: 3 clusters Score -210206.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -210206.593750 Penalty: 800.466858
	Iteration 23Q: 3 clusters Score -210206.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -210206.734375 Penalty: 800.466858
	Iteration 24Q: 3 clusters Score -210206.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -210206.796875 Penalty: 800.466858
	Iteration 25Q: 3 clusters Score -210206.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -210206.796875 Penalty: 800.466858
	Iteration 26F: 3 clusters Score -210206.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 3627 members 
Mstep: Class 4 contains 231229 members 
Mstep: Class 5 contains 15711 members 
Mstep: Class 6 contains 8392 members 
Mstep: Class 7 contains 13075 members 
Mstep: Class 8 contains 2102 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8751 members 
Mstep: Class 11 contains 6891 members 
Mstep: Class 12 contains 31290 members 
Mstep: Class 13 contains 7227 members 
Mstep: Class 14 contains 7503 members 
Mstep: Class 15 contains 253238 members 
Mstep: Class 16 contains 45348 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 18 contains 2983 members 
Mstep: Class 19 contains 8698 members 
Mstep: Class 20 contains 13904 members 
Mstep: Class 21 contains 18760 members 
Mstep: Class 23 contains 25947 members 
Mstep: Class 24 contains 6218 members 
Entering Unmasked Estep 
Score: -28260800.000000 Penalty: 14128.584961
Splitting cluster 3 changes total score from -28258972.000000 to -28260800.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 4 (231229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231229 members 
Entering Unmasked Estep 
Score: -9404452.000000 Penalty: 561.977966
	Iteration 0F: 2 clusters Score -9404452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116062 members 
Mstep: Class 2 contains 115167 members 
Entering Unmasked Estep 
Score: -9247163.000000 Penalty: 1123.955933
	Iteration 0F: 3 clusters Score -9247163 nChanged 113699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136741 members 
Mstep: Class 2 contains 94488 members 
Entering Unmasked Estep 
Score: -9324773.000000 Penalty: 1123.955933
	Iteration 1F: 3 clusters Score -9324773 nChanged 17823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150400 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -9336332.000000 Penalty: 1123.955933
	Iteration 2F: 3 clusters Score -9336332 nChanged 21012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166842 members 
Mstep: Class 2 contains 64387 members 
Entering Unmasked Estep 
Score: -9352793.000000 Penalty: 1123.955933
	Iteration 3F: 3 clusters Score -9352793 nChanged 19243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180805 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -9370123.000000 Penalty: 1123.955933
	Iteration 4F: 3 clusters Score -9370123 nChanged 14258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188465 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -9389523.000000 Penalty: 1123.955933
	Iteration 5F: 3 clusters Score -9389523 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188712 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -9408401.000000 Penalty: 1123.955933
	Iteration 6Q: 3 clusters Score -9408401 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186489 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -9414589.000000 Penalty: 1123.955933
	Iteration 7Q: 3 clusters Score -9414589 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184976 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -9416120.000000 Penalty: 1123.955933
	Iteration 8Q: 3 clusters Score -9416120 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183676 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -9416758.000000 Penalty: 1123.955933
	Iteration 9Q: 3 clusters Score -9416758 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182596 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -9417143.000000 Penalty: 1123.955933
	Iteration 10Q: 3 clusters Score -9417143 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181685 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -9417278.000000 Penalty: 1123.955933
	Iteration 11Q: 3 clusters Score -9417278 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180936 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -9417420.000000 Penalty: 1123.955933
	Iteration 12Q: 3 clusters Score -9417420 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180313 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -9417447.000000 Penalty: 1123.955933
	Iteration 13Q: 3 clusters Score -9417447 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179833 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -9417454.000000 Penalty: 1123.955933
	Iteration 14Q: 3 clusters Score -9417454 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179416 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -9417472.000000 Penalty: 1123.955933
	Iteration 15Q: 3 clusters Score -9417472 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179072 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -9417493.000000 Penalty: 1123.955933
	Iteration 16Q: 3 clusters Score -9417493 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178838 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -9417488.000000 Penalty: 1123.955933
	Iteration 17Q: 3 clusters Score -9417488 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178633 members 
Mstep: Class 2 contains 52596 members 
Entering Unmasked Estep 
Score: -9417504.000000 Penalty: 1123.955933
	Iteration 18Q: 3 clusters Score -9417504 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178471 members 
Mstep: Class 2 contains 52758 members 
Entering Unmasked Estep 
Score: -9417506.000000 Penalty: 1123.955933
	Iteration 19Q: 3 clusters Score -9417506 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178328 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -9417529.000000 Penalty: 1123.955933
	Iteration 20F: 3 clusters Score -9417529 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178206 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -9417529.000000 Penalty: 1123.955933
	Iteration 21Q: 3 clusters Score -9417529 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178108 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -9417538.000000 Penalty: 1123.955933
	Iteration 22Q: 3 clusters Score -9417538 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178028 members 
Mstep: Class 2 contains 53201 members 
Entering Unmasked Estep 
Score: -9417543.000000 Penalty: 1123.955933
	Iteration 23Q: 3 clusters Score -9417543 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177964 members 
Mstep: Class 2 contains 53265 members 
Entering Unmasked Estep 
Score: -9417570.000000 Penalty: 1123.955933
	Iteration 24Q: 3 clusters Score -9417570 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177911 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -9417568.000000 Penalty: 1123.955933
	Iteration 25Q: 3 clusters Score -9417568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177870 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -9417561.000000 Penalty: 1123.955933
	Iteration 26Q: 3 clusters Score -9417561 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177836 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -9417570.000000 Penalty: 1123.955933
	Iteration 27Q: 3 clusters Score -9417570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177809 members 
Mstep: Class 2 contains 53420 members 
Entering Unmasked Estep 
Score: -9417556.000000 Penalty: 1123.955933
	Iteration 28Q: 3 clusters Score -9417556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177790 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -9417560.000000 Penalty: 1123.955933
	Iteration 29Q: 3 clusters Score -9417560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177771 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -9417573.000000 Penalty: 1123.955933
	Iteration 30Q: 3 clusters Score -9417573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177755 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -9417579.000000 Penalty: 1123.955933
	Iteration 31Q: 3 clusters Score -9417579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177742 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -9417574.000000 Penalty: 1123.955933
	Iteration 32Q: 3 clusters Score -9417574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177725 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -9417565.000000 Penalty: 1123.955933
	Iteration 33Q: 3 clusters Score -9417565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177710 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
Score: -9417566.000000 Penalty: 1123.955933
	Iteration 34Q: 3 clusters Score -9417566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177698 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -9417563.000000 Penalty: 1123.955933
	Iteration 35Q: 3 clusters Score -9417563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177691 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -9417560.000000 Penalty: 1123.955933
	Iteration 36Q: 3 clusters Score -9417560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177688 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -9417560.000000 Penalty: 1123.955933
	Iteration 37Q: 3 clusters Score -9417560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177681 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -9417565.000000 Penalty: 1123.955933
	Iteration 38Q: 3 clusters Score -9417565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177679 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -9417568.000000 Penalty: 1123.955933
	Iteration 39Q: 3 clusters Score -9417568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177678 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -9417567.000000 Penalty: 1123.955933
	Iteration 40F: 3 clusters Score -9417567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177677 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -9417562.000000 Penalty: 1123.955933
	Iteration 41Q: 3 clusters Score -9417562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177677 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -9417562.000000 Penalty: 1123.955933
	Iteration 42F: 3 clusters Score -9417562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 3627 members 
Mstep: Class 4 contains 177677 members 
Mstep: Class 5 contains 15711 members 
Mstep: Class 6 contains 8392 members 
Mstep: Class 7 contains 13075 members 
Mstep: Class 8 contains 2102 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8751 members 
Mstep: Class 11 contains 6891 members 
Mstep: Class 12 contains 31290 members 
Mstep: Class 13 contains 7227 members 
Mstep: Class 14 contains 7503 members 
Mstep: Class 15 contains 253238 members 
Mstep: Class 16 contains 45348 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 18 contains 2983 members 
Mstep: Class 19 contains 8698 members 
Mstep: Class 20 contains 13904 members 
Mstep: Class 21 contains 18760 members 
Mstep: Class 22 contains 53552 members 
Mstep: Class 23 contains 25947 members 
Mstep: Class 24 contains 6218 members 
Entering Unmasked Estep 
Score: -28273614.000000 Penalty: 14742.872070
Splitting cluster 4 changes total score from -28258972.000000 to -28273614.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (15711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Entering Unmasked Estep 
Score: -601884.750000 Penalty: 439.626282
	Iteration 0F: 2 clusters Score -601884.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -591316.250000 Penalty: 879.252563
	Iteration 0F: 3 clusters Score -591316.2 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -596170.125000 Penalty: 879.252563
	Iteration 1F: 3 clusters Score -596170.1 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -596893.500000 Penalty: 879.252563
	Iteration 2F: 3 clusters Score -596893.5 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -597801.812500 Penalty: 879.252563
	Iteration 3F: 3 clusters Score -597801.8 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -598854.062500 Penalty: 879.252563
	Iteration 4F: 3 clusters Score -598854.1 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -600042.062500 Penalty: 879.252563
	Iteration 5F: 3 clusters Score -600042.1 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -601025.375000 Penalty: 879.252563
	Iteration 6F: 3 clusters Score -601025.4 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -601667.812500 Penalty: 879.252563
	Iteration 7Q: 3 clusters Score -601667.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -601996.687500 Penalty: 879.252563
	Iteration 8Q: 3 clusters Score -601996.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -602202.562500 Penalty: 879.252563
	Iteration 9Q: 3 clusters Score -602202.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -602342.500000 Penalty: 879.252563
	Iteration 10Q: 3 clusters Score -602342.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -602414.125000 Penalty: 879.252563
	Iteration 11Q: 3 clusters Score -602414.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -602455.750000 Penalty: 879.252563
	Iteration 12Q: 3 clusters Score -602455.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -602478.875000 Penalty: 879.252563
	Iteration 13Q: 3 clusters Score -602478.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -602493.125000 Penalty: 879.252563
	Iteration 14Q: 3 clusters Score -602493.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -602501.625000 Penalty: 879.252563
	Iteration 15Q: 3 clusters Score -602501.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -602507.812500 Penalty: 879.252563
	Iteration 16Q: 3 clusters Score -602507.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -602511.250000 Penalty: 879.252563
	Iteration 17Q: 3 clusters Score -602511.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -602512.812500 Penalty: 879.252563
	Iteration 18Q: 3 clusters Score -602512.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -602513.125000 Penalty: 879.252563
	Iteration 19Q: 3 clusters Score -602513.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -602515.062500 Penalty: 879.252563
	Iteration 20F: 3 clusters Score -602515.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -602514.750000 Penalty: 879.252563
	Iteration 21Q: 3 clusters Score -602514.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -602514.750000 Penalty: 879.252563
	Iteration 22F: 3 clusters Score -602514.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 3627 members 
Mstep: Class 4 contains 177677 members 
Mstep: Class 5 contains 15305 members 
Mstep: Class 6 contains 8392 members 
Mstep: Class 7 contains 13075 members 
Mstep: Class 8 contains 2102 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8751 members 
Mstep: Class 11 contains 6891 members 
Mstep: Class 12 contains 31290 members 
Mstep: Class 13 contains 7227 members 
Mstep: Class 14 contains 7503 members 
Mstep: Class 15 contains 253238 members 
Mstep: Class 16 contains 45348 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 18 contains 2983 members 
Mstep: Class 19 contains 8698 members 
Mstep: Class 20 contains 13904 members 
Mstep: Class 21 contains 18760 members 
Mstep: Class 22 contains 53552 members 
Mstep: Class 23 contains 25947 members 
Mstep: Class 24 contains 6218 members 
Mstep: Class 25 contains 406 members 
Entering Unmasked Estep 
Score: -28274024.000000 Penalty: 15357.158203
Splitting cluster 5 changes total score from -28258972.000000 to -28274024.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (8392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Entering Unmasked Estep 
Score: -329282.906250 Penalty: 411.094055
	Iteration 0F: 2 clusters Score -329282.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -323738.281250 Penalty: 822.188110
	Iteration 0F: 3 clusters Score -323738.3 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -326427.843750 Penalty: 822.188110
	Iteration 1F: 3 clusters Score -326427.8 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -327302.312500 Penalty: 822.188110
	Iteration 2F: 3 clusters Score -327302.3 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -328109.468750 Penalty: 822.188110
	Iteration 3F: 3 clusters Score -328109.5 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -328669.937500 Penalty: 822.188110
	Iteration 4F: 3 clusters Score -328669.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -329087.437500 Penalty: 822.188110
	Iteration 5F: 3 clusters Score -329087.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -329379.437500 Penalty: 822.188110
	Iteration 6Q: 3 clusters Score -329379.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -329610.687500 Penalty: 822.188110
	Iteration 7Q: 3 clusters Score -329610.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -329710.093750 Penalty: 822.188110
	Iteration 8Q: 3 clusters Score -329710.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -329744.875000 Penalty: 822.188110
	Iteration 9Q: 3 clusters Score -329744.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -329756.906250 Penalty: 822.188110
	Iteration 10Q: 3 clusters Score -329756.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -329762.156250 Penalty: 822.188110
	Iteration 11Q: 3 clusters Score -329762.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -329767.375000 Penalty: 822.188110
	Iteration 12Q: 3 clusters Score -329767.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -329770.187500 Penalty: 822.188110
	Iteration 13Q: 3 clusters Score -329770.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -329771.281250 Penalty: 822.188110
	Iteration 14Q: 3 clusters Score -329771.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -329771.968750 Penalty: 822.188110
	Iteration 15Q: 3 clusters Score -329772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -329772.875000 Penalty: 822.188110
	Iteration 16Q: 3 clusters Score -329772.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -329773.312500 Penalty: 822.188110
	Iteration 17Q: 3 clusters Score -329773.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -329772.812500 Penalty: 822.188110
	Iteration 18Q: 3 clusters Score -329772.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -329773.343750 Penalty: 822.188110
	Iteration 19Q: 3 clusters Score -329773.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -329773.343750 Penalty: 822.188110
	Iteration 20F: 3 clusters Score -329773.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 3627 members 
Mstep: Class 4 contains 177677 members 
Mstep: Class 5 contains 15305 members 
Mstep: Class 6 contains 7045 members 
Mstep: Class 7 contains 13075 members 
Mstep: Class 8 contains 2102 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8751 members 
Mstep: Class 11 contains 6891 members 
Mstep: Class 12 contains 31290 members 
Mstep: Class 13 contains 7227 members 
Mstep: Class 14 contains 7503 members 
Mstep: Class 15 contains 253238 members 
Mstep: Class 16 contains 45348 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 18 contains 2983 members 
Mstep: Class 19 contains 8698 members 
Mstep: Class 20 contains 13904 members 
Mstep: Class 21 contains 18760 members 
Mstep: Class 22 contains 53552 members 
Mstep: Class 23 contains 25947 members 
Mstep: Class 24 contains 6218 members 
Mstep: Class 25 contains 406 members 
Mstep: Class 26 contains 1347 members 
Entering Unmasked Estep 
Score: -28274384.000000 Penalty: 15971.444336
Splitting cluster 6 changes total score from -28258972.000000 to -28274384.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (2102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Entering Unmasked Estep 
Score: -87158.234375 Penalty: 348.104340
	Iteration 0F: 2 clusters Score -87158.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -85636.898438 Penalty: 696.208679
	Iteration 0F: 3 clusters Score -85636.9 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -86176.109375 Penalty: 696.208679
	Iteration 1F: 3 clusters Score -86176.11 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -86279.195312 Penalty: 696.208679
	Iteration 2F: 3 clusters Score -86279.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -86370.640625 Penalty: 696.208679
	Iteration 3F: 3 clusters Score -86370.64 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -86448.226562 Penalty: 696.208679
	Iteration 4F: 3 clusters Score -86448.23 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -86524.929688 Penalty: 696.208679
	Iteration 5Q: 3 clusters Score -86524.93 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -86611.742188 Penalty: 696.208679
	Iteration 6Q: 3 clusters Score -86611.74 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -86692.179688 Penalty: 696.208679
	Iteration 7Q: 3 clusters Score -86692.18 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -86746.078125 Penalty: 696.208679
	Iteration 8Q: 3 clusters Score -86746.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -86782.640625 Penalty: 696.208679
	Iteration 9Q: 3 clusters Score -86782.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -86814.203125 Penalty: 696.208679
	Iteration 10Q: 3 clusters Score -86814.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -86840.046875 Penalty: 696.208679
	Iteration 11Q: 3 clusters Score -86840.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -86853.515625 Penalty: 696.208679
	Iteration 12Q: 3 clusters Score -86853.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -86862.648438 Penalty: 696.208679
	Iteration 13Q: 3 clusters Score -86862.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -86870.335938 Penalty: 696.208679
	Iteration 14Q: 3 clusters Score -86870.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -86879.046875 Penalty: 696.208679
	Iteration 15Q: 3 clusters Score -86879.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -86884.765625 Penalty: 696.208679
	Iteration 16Q: 3 clusters Score -86884.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -86886.328125 Penalty: 696.208679
	Iteration 17Q: 3 clusters Score -86886.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -86887.789062 Penalty: 696.208679
	Iteration 18Q: 3 clusters Score -86887.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -86888.789062 Penalty: 696.208679
	Iteration 19Q: 3 clusters Score -86888.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -86888.789062 Penalty: 696.208679
	Iteration 20F: 3 clusters Score -86888.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Entering Unmasked Estep 
Score: -141665.578125 Penalty: 373.300110
	Iteration 0F: 2 clusters Score -141665.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -139143.234375 Penalty: 746.600220
	Iteration 0F: 3 clusters Score -139143.2 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -140079.296875 Penalty: 746.600220
	Iteration 1F: 3 clusters Score -140079.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -140236.421875 Penalty: 746.600220
	Iteration 2F: 3 clusters Score -140236.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -140399.531250 Penalty: 746.600220
	Iteration 3F: 3 clusters Score -140399.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -140590.390625 Penalty: 746.600220
	Iteration 4F: 3 clusters Score -140590.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -140811.953125 Penalty: 746.600220
	Iteration 5F: 3 clusters Score -140812 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -141032.625000 Penalty: 746.600220
	Iteration 6F: 3 clusters Score -141032.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -141273.484375 Penalty: 746.600220
	Iteration 7F: 3 clusters Score -141273.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -141433.046875 Penalty: 746.600220
	Iteration 8F: 3 clusters Score -141433 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -141498.765625 Penalty: 746.600220
	Iteration 9Q: 3 clusters Score -141498.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -141536.312500 Penalty: 746.600220
	Iteration 10Q: 3 clusters Score -141536.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -141558.671875 Penalty: 746.600220
	Iteration 11Q: 3 clusters Score -141558.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -141575.031250 Penalty: 746.600220
	Iteration 12Q: 3 clusters Score -141575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -141588.796875 Penalty: 746.600220
	Iteration 13Q: 3 clusters Score -141588.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -141601.156250 Penalty: 746.600220
	Iteration 14Q: 3 clusters Score -141601.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -141609.546875 Penalty: 746.600220
	Iteration 15Q: 3 clusters Score -141609.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -141613.359375 Penalty: 746.600220
	Iteration 16Q: 3 clusters Score -141613.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -141618.640625 Penalty: 746.600220
	Iteration 17Q: 3 clusters Score -141618.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -141622.671875 Penalty: 746.600220
	Iteration 18Q: 3 clusters Score -141622.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -141624.234375 Penalty: 746.600220
	Iteration 19Q: 3 clusters Score -141624.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -141624.796875 Penalty: 746.600220
	Iteration 20F: 3 clusters Score -141624.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -141625.515625 Penalty: 746.600220
	Iteration 21Q: 3 clusters Score -141625.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -141627.078125 Penalty: 746.600220
	Iteration 22Q: 3 clusters Score -141627.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -141628.515625 Penalty: 746.600220
	Iteration 23Q: 3 clusters Score -141628.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -141631.187500 Penalty: 746.600220
	Iteration 24Q: 3 clusters Score -141631.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -141633.421875 Penalty: 746.600220
	Iteration 25Q: 3 clusters Score -141633.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -141635.078125 Penalty: 746.600220
	Iteration 26Q: 3 clusters Score -141635.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -141636.218750 Penalty: 746.600220
	Iteration 27Q: 3 clusters Score -141636.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -141636.984375 Penalty: 746.600220
	Iteration 28Q: 3 clusters Score -141637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -141637.343750 Penalty: 746.600220
	Iteration 29Q: 3 clusters Score -141637.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -141637.828125 Penalty: 746.600220
	Iteration 30Q: 3 clusters Score -141637.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -141637.828125 Penalty: 746.600220
	Iteration 31F: 3 clusters Score -141637.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Entering Unmasked Estep 
Score: -363335.250000 Penalty: 413.000000
	Iteration 0F: 2 clusters Score -363335.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -357528.156250 Penalty: 826.000000
	Iteration 0F: 3 clusters Score -357528.2 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -360099.750000 Penalty: 826.000000
	Iteration 1F: 3 clusters Score -360099.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -360448.468750 Penalty: 826.000000
	Iteration 2F: 3 clusters Score -360448.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -360817.656250 Penalty: 826.000000
	Iteration 3F: 3 clusters Score -360817.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -361157.531250 Penalty: 826.000000
	Iteration 4F: 3 clusters Score -361157.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -361503.375000 Penalty: 826.000000
	Iteration 5F: 3 clusters Score -361503.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -361831.312500 Penalty: 826.000000
	Iteration 6F: 3 clusters Score -361831.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -362067.750000 Penalty: 826.000000
	Iteration 7F: 3 clusters Score -362067.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -362207.656250 Penalty: 826.000000
	Iteration 8Q: 3 clusters Score -362207.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -362319.468750 Penalty: 826.000000
	Iteration 9Q: 3 clusters Score -362319.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -362418.687500 Penalty: 826.000000
	Iteration 10Q: 3 clusters Score -362418.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -362508.531250 Penalty: 826.000000
	Iteration 11Q: 3 clusters Score -362508.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -362590.593750 Penalty: 826.000000
	Iteration 12Q: 3 clusters Score -362590.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -362644.375000 Penalty: 826.000000
	Iteration 13Q: 3 clusters Score -362644.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -362679.875000 Penalty: 826.000000
	Iteration 14Q: 3 clusters Score -362679.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -362713.531250 Penalty: 826.000000
	Iteration 15Q: 3 clusters Score -362713.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -362737.031250 Penalty: 826.000000
	Iteration 16Q: 3 clusters Score -362737 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -362752.218750 Penalty: 826.000000
	Iteration 17Q: 3 clusters Score -362752.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -362762.000000 Penalty: 826.000000
	Iteration 18Q: 3 clusters Score -362762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -362769.500000 Penalty: 826.000000
	Iteration 19Q: 3 clusters Score -362769.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -362772.937500 Penalty: 826.000000
	Iteration 20F: 3 clusters Score -362772.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -362775.250000 Penalty: 826.000000
	Iteration 21Q: 3 clusters Score -362775.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -362783.250000 Penalty: 826.000000
	Iteration 22Q: 3 clusters Score -362783.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -362791.312500 Penalty: 826.000000
	Iteration 23Q: 3 clusters Score -362791.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -362800.875000 Penalty: 826.000000
	Iteration 24Q: 3 clusters Score -362800.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -362808.968750 Penalty: 826.000000
	Iteration 25Q: 3 clusters Score -362809 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -362817.812500 Penalty: 826.000000
	Iteration 26Q: 3 clusters Score -362817.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -362828.062500 Penalty: 826.000000
	Iteration 27Q: 3 clusters Score -362828.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -362833.937500 Penalty: 826.000000
	Iteration 28Q: 3 clusters Score -362833.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -362838.906250 Penalty: 826.000000
	Iteration 29Q: 3 clusters Score -362838.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -362844.687500 Penalty: 826.000000
	Iteration 30Q: 3 clusters Score -362844.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -362850.093750 Penalty: 826.000000
	Iteration 31Q: 3 clusters Score -362850.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -362856.718750 Penalty: 826.000000
	Iteration 32Q: 3 clusters Score -362856.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -362859.000000 Penalty: 826.000000
	Iteration 33Q: 3 clusters Score -362859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -362863.625000 Penalty: 826.000000
	Iteration 34Q: 3 clusters Score -362863.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -362864.406250 Penalty: 826.000000
	Iteration 35Q: 3 clusters Score -362864.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -362866.375000 Penalty: 826.000000
	Iteration 36Q: 3 clusters Score -362866.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -362867.281250 Penalty: 826.000000
	Iteration 37Q: 3 clusters Score -362867.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -362869.000000 Penalty: 826.000000
	Iteration 38Q: 3 clusters Score -362869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -362869.750000 Penalty: 826.000000
	Iteration 39Q: 3 clusters Score -362869.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -362873.125000 Penalty: 826.000000
	Iteration 40F: 3 clusters Score -362873.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -362874.906250 Penalty: 826.000000
	Iteration 41Q: 3 clusters Score -362874.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -362876.906250 Penalty: 826.000000
	Iteration 42Q: 3 clusters Score -362876.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -362879.312500 Penalty: 826.000000
	Iteration 43Q: 3 clusters Score -362879.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -362881.906250 Penalty: 826.000000
	Iteration 44Q: 3 clusters Score -362881.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -362885.906250 Penalty: 826.000000
	Iteration 45Q: 3 clusters Score -362885.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -362887.843750 Penalty: 826.000000
	Iteration 46Q: 3 clusters Score -362887.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -362889.875000 Penalty: 826.000000
	Iteration 47Q: 3 clusters Score -362889.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -362891.968750 Penalty: 826.000000
	Iteration 48Q: 3 clusters Score -362892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -362892.875000 Penalty: 826.000000
	Iteration 49Q: 3 clusters Score -362892.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -362894.125000 Penalty: 826.000000
	Iteration 50Q: 3 clusters Score -362894.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -362894.187500 Penalty: 826.000000
	Iteration 51Q: 3 clusters Score -362894.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -362894.937500 Penalty: 826.000000
	Iteration 52Q: 3 clusters Score -362894.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -362895.031250 Penalty: 826.000000
	Iteration 53Q: 3 clusters Score -362895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -362895.843750 Penalty: 826.000000
	Iteration 54Q: 3 clusters Score -362895.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -362896.218750 Penalty: 826.000000
	Iteration 55Q: 3 clusters Score -362896.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -362895.031250 Penalty: 826.000000
	Iteration 56Q: 3 clusters Score -362895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -362895.562500 Penalty: 826.000000
	Iteration 57Q: 3 clusters Score -362895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -362895.718750 Penalty: 826.000000
	Iteration 58Q: 3 clusters Score -362895.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -362895.968750 Penalty: 826.000000
	Iteration 59Q: 3 clusters Score -362896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -362895.843750 Penalty: 826.000000
	Iteration 60F: 3 clusters Score -362895.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -362895.843750 Penalty: 826.000000
	Iteration 61Q: 3 clusters Score -362895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -362895.968750 Penalty: 826.000000
	Iteration 62Q: 3 clusters Score -362896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -362895.968750 Penalty: 826.000000
	Iteration 63F: 3 clusters Score -362896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Entering Unmasked Estep 
Score: -273734.781250 Penalty: 402.127716
	Iteration 0F: 2 clusters Score -273734.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -269158.406250 Penalty: 804.255432
	Iteration 0F: 3 clusters Score -269158.4 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -271057.031250 Penalty: 804.255432
	Iteration 1F: 3 clusters Score -271057 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -271410.406250 Penalty: 804.255432
	Iteration 2F: 3 clusters Score -271410.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -271848.437500 Penalty: 804.255432
	Iteration 3F: 3 clusters Score -271848.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -272340.437500 Penalty: 804.255432
	Iteration 4F: 3 clusters Score -272340.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -272739.125000 Penalty: 804.255432
	Iteration 5F: 3 clusters Score -272739.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -273031.343750 Penalty: 804.255432
	Iteration 6F: 3 clusters Score -273031.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -273223.031250 Penalty: 804.255432
	Iteration 7Q: 3 clusters Score -273223 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -273363.656250 Penalty: 804.255432
	Iteration 8Q: 3 clusters Score -273363.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -273477.531250 Penalty: 804.255432
	Iteration 9Q: 3 clusters Score -273477.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -273553.281250 Penalty: 804.255432
	Iteration 10Q: 3 clusters Score -273553.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -273601.781250 Penalty: 804.255432
	Iteration 11Q: 3 clusters Score -273601.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -273626.968750 Penalty: 804.255432
	Iteration 12Q: 3 clusters Score -273627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -273639.687500 Penalty: 804.255432
	Iteration 13Q: 3 clusters Score -273639.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -273646.593750 Penalty: 804.255432
	Iteration 14Q: 3 clusters Score -273646.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -273653.468750 Penalty: 804.255432
	Iteration 15Q: 3 clusters Score -273653.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -273657.156250 Penalty: 804.255432
	Iteration 16Q: 3 clusters Score -273657.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -273664.218750 Penalty: 804.255432
	Iteration 17Q: 3 clusters Score -273664.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -273667.093750 Penalty: 804.255432
	Iteration 18Q: 3 clusters Score -273667.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -273671.843750 Penalty: 804.255432
	Iteration 19Q: 3 clusters Score -273671.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -273675.000000 Penalty: 804.255432
	Iteration 20F: 3 clusters Score -273675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -273675.906250 Penalty: 804.255432
	Iteration 21Q: 3 clusters Score -273675.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -273676.437500 Penalty: 804.255432
	Iteration 22Q: 3 clusters Score -273676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -273676.937500 Penalty: 804.255432
	Iteration 23Q: 3 clusters Score -273676.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -273677.531250 Penalty: 804.255432
	Iteration 24Q: 3 clusters Score -273677.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -273677.781250 Penalty: 804.255432
	Iteration 25Q: 3 clusters Score -273677.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -273679.656250 Penalty: 804.255432
	Iteration 26Q: 3 clusters Score -273679.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -273679.937500 Penalty: 804.255432
	Iteration 27Q: 3 clusters Score -273679.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -273679.937500 Penalty: 804.255432
	Iteration 28F: 3 clusters Score -273679.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Entering Unmasked Estep 
Score: -1247226.500000 Penalty: 470.972961
	Iteration 0F: 2 clusters Score -1247226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1226415.875000 Penalty: 941.945923
	Iteration 0F: 3 clusters Score -1226416 nChanged 14972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1235545.000000 Penalty: 941.945923
	Iteration 1F: 3 clusters Score -1235545 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1236621.125000 Penalty: 941.945923
	Iteration 2F: 3 clusters Score -1236621 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1237977.000000 Penalty: 941.945923
	Iteration 3F: 3 clusters Score -1237977 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1239582.375000 Penalty: 941.945923
	Iteration 4F: 3 clusters Score -1239582 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1241175.625000 Penalty: 941.945923
	Iteration 5F: 3 clusters Score -1241176 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1242587.750000 Penalty: 941.945923
	Iteration 6F: 3 clusters Score -1242588 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1243953.375000 Penalty: 941.945923
	Iteration 7F: 3 clusters Score -1243953 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1245511.000000 Penalty: 941.945923
	Iteration 8F: 3 clusters Score -1245511 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1247323.875000 Penalty: 941.945923
	Iteration 9Q: 3 clusters Score -1247324 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1248718.625000 Penalty: 941.945923
	Iteration 10Q: 3 clusters Score -1248719 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1249459.625000 Penalty: 941.945923
	Iteration 11Q: 3 clusters Score -1249460 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1249854.125000 Penalty: 941.945923
	Iteration 12Q: 3 clusters Score -1249854 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1250045.375000 Penalty: 941.945923
	Iteration 13Q: 3 clusters Score -1250045 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1250188.000000 Penalty: 941.945923
	Iteration 14Q: 3 clusters Score -1250188 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1250297.750000 Penalty: 941.945923
	Iteration 15Q: 3 clusters Score -1250298 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1250384.375000 Penalty: 941.945923
	Iteration 16Q: 3 clusters Score -1250384 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1250455.000000 Penalty: 941.945923
	Iteration 17Q: 3 clusters Score -1250455 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1250515.875000 Penalty: 941.945923
	Iteration 18Q: 3 clusters Score -1250516 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1250582.125000 Penalty: 941.945923
	Iteration 19Q: 3 clusters Score -1250582 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1250692.125000 Penalty: 941.945923
	Iteration 20F: 3 clusters Score -1250692 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1250828.500000 Penalty: 941.945923
	Iteration 21Q: 3 clusters Score -1250828 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1251004.250000 Penalty: 941.945923
	Iteration 22Q: 3 clusters Score -1251004 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1251076.375000 Penalty: 941.945923
	Iteration 23Q: 3 clusters Score -1251076 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1251114.875000 Penalty: 941.945923
	Iteration 24Q: 3 clusters Score -1251115 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1251124.250000 Penalty: 941.945923
	Iteration 25Q: 3 clusters Score -1251124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1251126.250000 Penalty: 941.945923
	Iteration 26Q: 3 clusters Score -1251126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1251125.875000 Penalty: 941.945923
	Iteration 27Q: 3 clusters Score -1251126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1251128.125000 Penalty: 941.945923
	Iteration 28Q: 3 clusters Score -1251128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1251130.000000 Penalty: 941.945923
	Iteration 29Q: 3 clusters Score -1251130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1251129.375000 Penalty: 941.945923
	Iteration 30Q: 3 clusters Score -1251129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1251129.750000 Penalty: 941.945923
	Iteration 31Q: 3 clusters Score -1251130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1251129.375000 Penalty: 941.945923
	Iteration 32Q: 3 clusters Score -1251129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1251127.500000 Penalty: 941.945923
	Iteration 33Q: 3 clusters Score -1251128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1251127.500000 Penalty: 941.945923
	Iteration 34F: 3 clusters Score -1251128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 3627 members 
Mstep: Class 4 contains 177677 members 
Mstep: Class 5 contains 15305 members 
Mstep: Class 6 contains 7045 members 
Mstep: Class 7 contains 13075 members 
Mstep: Class 8 contains 2102 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8751 members 
Mstep: Class 11 contains 6891 members 
Mstep: Class 12 contains 28338 members 
Mstep: Class 13 contains 7227 members 
Mstep: Class 14 contains 7503 members 
Mstep: Class 15 contains 253238 members 
Mstep: Class 16 contains 45348 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 18 contains 2983 members 
Mstep: Class 19 contains 8698 members 
Mstep: Class 20 contains 13904 members 
Mstep: Class 21 contains 18760 members 
Mstep: Class 22 contains 53552 members 
Mstep: Class 23 contains 25947 members 
Mstep: Class 24 contains 6218 members 
Mstep: Class 25 contains 406 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 2952 members 
Entering Unmasked Estep 
Score: -28278182.000000 Penalty: 16585.730469
Splitting cluster 12 changes total score from -28258972.000000 to -28278182.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (7227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Entering Unmasked Estep 
Score: -291737.968750 Penalty: 404.293854
	Iteration 0F: 2 clusters Score -291738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -286864.843750 Penalty: 808.587708
	Iteration 0F: 3 clusters Score -286864.8 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -288892.937500 Penalty: 808.587708
	Iteration 1F: 3 clusters Score -288892.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -289241.468750 Penalty: 808.587708
	Iteration 2F: 3 clusters Score -289241.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -289640.156250 Penalty: 808.587708
	Iteration 3F: 3 clusters Score -289640.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -290038.562500 Penalty: 808.587708
	Iteration 4F: 3 clusters Score -290038.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -290422.875000 Penalty: 808.587708
	Iteration 5F: 3 clusters Score -290422.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -290730.687500 Penalty: 808.587708
	Iteration 6F: 3 clusters Score -290730.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -290903.343750 Penalty: 808.587708
	Iteration 7Q: 3 clusters Score -290903.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -290977.187500 Penalty: 808.587708
	Iteration 8Q: 3 clusters Score -290977.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -291009.718750 Penalty: 808.587708
	Iteration 9Q: 3 clusters Score -291009.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -291027.968750 Penalty: 808.587708
	Iteration 10Q: 3 clusters Score -291028 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -291037.843750 Penalty: 808.587708
	Iteration 11Q: 3 clusters Score -291037.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -291046.656250 Penalty: 808.587708
	Iteration 12Q: 3 clusters Score -291046.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -291053.843750 Penalty: 808.587708
	Iteration 13Q: 3 clusters Score -291053.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -291058.781250 Penalty: 808.587708
	Iteration 14Q: 3 clusters Score -291058.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -291062.093750 Penalty: 808.587708
	Iteration 15Q: 3 clusters Score -291062.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -291068.156250 Penalty: 808.587708
	Iteration 16Q: 3 clusters Score -291068.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -291071.812500 Penalty: 808.587708
	Iteration 17Q: 3 clusters Score -291071.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -291073.406250 Penalty: 808.587708
	Iteration 18Q: 3 clusters Score -291073.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -291076.375000 Penalty: 808.587708
	Iteration 19Q: 3 clusters Score -291076.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -291080.062500 Penalty: 808.587708
	Iteration 20F: 3 clusters Score -291080.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -291082.937500 Penalty: 808.587708
	Iteration 21Q: 3 clusters Score -291082.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -291086.906250 Penalty: 808.587708
	Iteration 22Q: 3 clusters Score -291086.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -291090.562500 Penalty: 808.587708
	Iteration 23Q: 3 clusters Score -291090.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -291093.875000 Penalty: 808.587708
	Iteration 24Q: 3 clusters Score -291093.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -291096.500000 Penalty: 808.587708
	Iteration 25Q: 3 clusters Score -291096.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -291098.468750 Penalty: 808.587708
	Iteration 26Q: 3 clusters Score -291098.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -291098.375000 Penalty: 808.587708
	Iteration 27Q: 3 clusters Score -291098.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -291099.468750 Penalty: 808.587708
	Iteration 28Q: 3 clusters Score -291099.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -291100.812500 Penalty: 808.587708
	Iteration 29Q: 3 clusters Score -291100.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -291100.812500 Penalty: 808.587708
	Iteration 30Q: 3 clusters Score -291100.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -291101.000000 Penalty: 808.587708
	Iteration 31Q: 3 clusters Score -291101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -291101.312500 Penalty: 808.587708
	Iteration 32Q: 3 clusters Score -291101.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -291101.593750 Penalty: 808.587708
	Iteration 33Q: 3 clusters Score -291101.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -291102.031250 Penalty: 808.587708
	Iteration 34Q: 3 clusters Score -291102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -291102.687500 Penalty: 808.587708
	Iteration 35Q: 3 clusters Score -291102.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -291102.093750 Penalty: 808.587708
	Iteration 36Q: 3 clusters Score -291102.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -291102.156250 Penalty: 808.587708
	Iteration 37Q: 3 clusters Score -291102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -291102.187500 Penalty: 808.587708
	Iteration 38Q: 3 clusters Score -291102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -291102.125000 Penalty: 808.587708
	Iteration 39Q: 3 clusters Score -291102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -291102.343750 Penalty: 808.587708
	Iteration 40F: 3 clusters Score -291102.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -291102.312500 Penalty: 808.587708
	Iteration 41Q: 3 clusters Score -291102.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -291102.031250 Penalty: 808.587708
	Iteration 42Q: 3 clusters Score -291102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -291102.281250 Penalty: 808.587708
	Iteration 43Q: 3 clusters Score -291102.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -291102.281250 Penalty: 808.587708
	Iteration 44F: 3 clusters Score -291102.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Entering Unmasked Estep 
Score: -301974.375000 Penalty: 405.999176
	Iteration 0F: 2 clusters Score -301974.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -296951.812500 Penalty: 811.998352
	Iteration 0F: 3 clusters Score -296951.8 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -299117.937500 Penalty: 811.998352
	Iteration 1F: 3 clusters Score -299117.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -299513.968750 Penalty: 811.998352
	Iteration 2F: 3 clusters Score -299514 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -299915.593750 Penalty: 811.998352
	Iteration 3F: 3 clusters Score -299915.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -300316.968750 Penalty: 811.998352
	Iteration 4F: 3 clusters Score -300317 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -300771.250000 Penalty: 811.998352
	Iteration 5F: 3 clusters Score -300771.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -301186.812500 Penalty: 811.998352
	Iteration 6F: 3 clusters Score -301186.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -301513.687500 Penalty: 811.998352
	Iteration 7F: 3 clusters Score -301513.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -301702.468750 Penalty: 811.998352
	Iteration 8Q: 3 clusters Score -301702.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -301782.093750 Penalty: 811.998352
	Iteration 9Q: 3 clusters Score -301782.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -301816.437500 Penalty: 811.998352
	Iteration 10Q: 3 clusters Score -301816.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -301835.625000 Penalty: 811.998352
	Iteration 11Q: 3 clusters Score -301835.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -301847.593750 Penalty: 811.998352
	Iteration 12Q: 3 clusters Score -301847.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -301856.531250 Penalty: 811.998352
	Iteration 13Q: 3 clusters Score -301856.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -301863.500000 Penalty: 811.998352
	Iteration 14Q: 3 clusters Score -301863.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -301869.687500 Penalty: 811.998352
	Iteration 15Q: 3 clusters Score -301869.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -301879.031250 Penalty: 811.998352
	Iteration 16Q: 3 clusters Score -301879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -301888.125000 Penalty: 811.998352
	Iteration 17Q: 3 clusters Score -301888.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -301894.031250 Penalty: 811.998352
	Iteration 18Q: 3 clusters Score -301894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -301898.593750 Penalty: 811.998352
	Iteration 19Q: 3 clusters Score -301898.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -301904.343750 Penalty: 811.998352
	Iteration 20F: 3 clusters Score -301904.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -301905.906250 Penalty: 811.998352
	Iteration 21Q: 3 clusters Score -301905.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -301907.656250 Penalty: 811.998352
	Iteration 22Q: 3 clusters Score -301907.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -301908.437500 Penalty: 811.998352
	Iteration 23Q: 3 clusters Score -301908.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -301908.312500 Penalty: 811.998352
	Iteration 24Q: 3 clusters Score -301908.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -301908.656250 Penalty: 811.998352
	Iteration 25Q: 3 clusters Score -301908.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -301908.812500 Penalty: 811.998352
	Iteration 26Q: 3 clusters Score -301908.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -301908.656250 Penalty: 811.998352
	Iteration 27Q: 3 clusters Score -301908.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -301909.468750 Penalty: 811.998352
	Iteration 28Q: 3 clusters Score -301909.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -301910.312500 Penalty: 811.998352
	Iteration 29Q: 3 clusters Score -301910.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -301910.750000 Penalty: 811.998352
	Iteration 30Q: 3 clusters Score -301910.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -301910.468750 Penalty: 811.998352
	Iteration 31Q: 3 clusters Score -301910.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -301911.093750 Penalty: 811.998352
	Iteration 32Q: 3 clusters Score -301911.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -301912.750000 Penalty: 811.998352
	Iteration 33Q: 3 clusters Score -301912.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -301913.968750 Penalty: 811.998352
	Iteration 34Q: 3 clusters Score -301914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -301915.156250 Penalty: 811.998352
	Iteration 35Q: 3 clusters Score -301915.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -301914.750000 Penalty: 811.998352
	Iteration 36Q: 3 clusters Score -301914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -301914.593750 Penalty: 811.998352
	Iteration 37Q: 3 clusters Score -301914.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -301915.500000 Penalty: 811.998352
	Iteration 38Q: 3 clusters Score -301915.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -301915.750000 Penalty: 811.998352
	Iteration 39Q: 3 clusters Score -301915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -301915.968750 Penalty: 811.998352
	Iteration 40F: 3 clusters Score -301916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (253238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253238 members 
Entering Unmasked Estep 
Score: -10614378.000000 Penalty: 566.114868
	Iteration 0F: 2 clusters Score -1.061438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126586 members 
Mstep: Class 2 contains 126652 members 
Entering Unmasked Estep 
Score: -10441805.000000 Penalty: 1132.229736
	Iteration 0F: 3 clusters Score -1.04418e+07 nChanged 125118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123430 members 
Mstep: Class 2 contains 129808 members 
Entering Unmasked Estep 
Score: -10518092.000000 Penalty: 1132.229736
	Iteration 1F: 3 clusters Score -1.051809e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121358 members 
Mstep: Class 2 contains 131880 members 
Entering Unmasked Estep 
Score: -10520906.000000 Penalty: 1132.229736
	Iteration 2Q: 3 clusters Score -1.052091e+07 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118607 members 
Mstep: Class 2 contains 134631 members 
Entering Unmasked Estep 
Score: -10525727.000000 Penalty: 1132.229736
	Iteration 3Q: 3 clusters Score -1.052573e+07 nChanged 13093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114948 members 
Mstep: Class 2 contains 138290 members 
Entering Unmasked Estep 
Score: -10533121.000000 Penalty: 1132.229736
	Iteration 4F: 3 clusters Score -1.053312e+07 nChanged 15545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111069 members 
Mstep: Class 2 contains 142169 members 
Entering Unmasked Estep 
Score: -10545129.000000 Penalty: 1132.229736
	Iteration 5F: 3 clusters Score -1.054513e+07 nChanged 17901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107604 members 
Mstep: Class 2 contains 145634 members 
Entering Unmasked Estep 
Score: -10561851.000000 Penalty: 1132.229736
	Iteration 6F: 3 clusters Score -1.056185e+07 nChanged 17305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104953 members 
Mstep: Class 2 contains 148285 members 
Entering Unmasked Estep 
Score: -10576005.000000 Penalty: 1132.229736
	Iteration 7F: 3 clusters Score -1.0576e+07 nChanged 12573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102590 members 
Mstep: Class 2 contains 150648 members 
Entering Unmasked Estep 
Score: -10582522.000000 Penalty: 1132.229736
	Iteration 8Q: 3 clusters Score -1.058252e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100067 members 
Mstep: Class 2 contains 153171 members 
Entering Unmasked Estep 
Score: -10585417.000000 Penalty: 1132.229736
	Iteration 9Q: 3 clusters Score -1.058542e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97436 members 
Mstep: Class 2 contains 155802 members 
Entering Unmasked Estep 
Score: -10587467.000000 Penalty: 1132.229736
	Iteration 10Q: 3 clusters Score -1.058747e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94712 members 
Mstep: Class 2 contains 158526 members 
Entering Unmasked Estep 
Score: -10589302.000000 Penalty: 1132.229736
	Iteration 11Q: 3 clusters Score -1.05893e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91896 members 
Mstep: Class 2 contains 161342 members 
Entering Unmasked Estep 
Score: -10590730.000000 Penalty: 1132.229736
	Iteration 12Q: 3 clusters Score -1.059073e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88958 members 
Mstep: Class 2 contains 164280 members 
Entering Unmasked Estep 
Score: -10592166.000000 Penalty: 1132.229736
	Iteration 13Q: 3 clusters Score -1.059217e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86106 members 
Mstep: Class 2 contains 167132 members 
Entering Unmasked Estep 
Score: -10593243.000000 Penalty: 1132.229736
	Iteration 14Q: 3 clusters Score -1.059324e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 169925 members 
Entering Unmasked Estep 
Score: -10594216.000000 Penalty: 1132.229736
	Iteration 15Q: 3 clusters Score -1.059422e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80702 members 
Mstep: Class 2 contains 172536 members 
Entering Unmasked Estep 
Score: -10595057.000000 Penalty: 1132.229736
	Iteration 16Q: 3 clusters Score -1.059506e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78226 members 
Mstep: Class 2 contains 175012 members 
Entering Unmasked Estep 
Score: -10595743.000000 Penalty: 1132.229736
	Iteration 17Q: 3 clusters Score -1.059574e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75771 members 
Mstep: Class 2 contains 177467 members 
Entering Unmasked Estep 
Score: -10596343.000000 Penalty: 1132.229736
	Iteration 18Q: 3 clusters Score -1.059634e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73417 members 
Mstep: Class 2 contains 179821 members 
Entering Unmasked Estep 
Score: -10596914.000000 Penalty: 1132.229736
	Iteration 19Q: 3 clusters Score -1.059691e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71042 members 
Mstep: Class 2 contains 182196 members 
Entering Unmasked Estep 
Score: -10597391.000000 Penalty: 1132.229736
	Iteration 20F: 3 clusters Score -1.059739e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 184511 members 
Entering Unmasked Estep 
Score: -10597874.000000 Penalty: 1132.229736
	Iteration 21Q: 3 clusters Score -1.059787e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66461 members 
Mstep: Class 2 contains 186777 members 
Entering Unmasked Estep 
Score: -10598268.000000 Penalty: 1132.229736
	Iteration 22Q: 3 clusters Score -1.059827e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64211 members 
Mstep: Class 2 contains 189027 members 
Entering Unmasked Estep 
Score: -10598733.000000 Penalty: 1132.229736
	Iteration 23Q: 3 clusters Score -1.059873e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61965 members 
Mstep: Class 2 contains 191273 members 
Entering Unmasked Estep 
Score: -10599118.000000 Penalty: 1132.229736
	Iteration 24Q: 3 clusters Score -1.059912e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 193519 members 
Entering Unmasked Estep 
Score: -10599511.000000 Penalty: 1132.229736
	Iteration 25Q: 3 clusters Score -1.059951e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57545 members 
Mstep: Class 2 contains 195693 members 
Entering Unmasked Estep 
Score: -10600062.000000 Penalty: 1132.229736
	Iteration 26Q: 3 clusters Score -1.060006e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 197836 members 
Entering Unmasked Estep 
Score: -10600473.000000 Penalty: 1132.229736
	Iteration 27Q: 3 clusters Score -1.060047e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 199949 members 
Entering Unmasked Estep 
Score: -10600952.000000 Penalty: 1132.229736
	Iteration 28Q: 3 clusters Score -1.060095e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 202050 members 
Entering Unmasked Estep 
Score: -10601363.000000 Penalty: 1132.229736
	Iteration 29Q: 3 clusters Score -1.060136e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 204139 members 
Entering Unmasked Estep 
Score: -10601793.000000 Penalty: 1132.229736
	Iteration 30Q: 3 clusters Score -1.060179e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 206166 members 
Entering Unmasked Estep 
Score: -10602197.000000 Penalty: 1132.229736
	Iteration 31Q: 3 clusters Score -1.06022e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 208241 members 
Entering Unmasked Estep 
Score: -10602660.000000 Penalty: 1132.229736
	Iteration 32Q: 3 clusters Score -1.060266e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 210236 members 
Entering Unmasked Estep 
Score: -10603185.000000 Penalty: 1132.229736
	Iteration 33Q: 3 clusters Score -1.060318e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 212248 members 
Entering Unmasked Estep 
Score: -10603689.000000 Penalty: 1132.229736
	Iteration 34Q: 3 clusters Score -1.060369e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 214239 members 
Entering Unmasked Estep 
Score: -10604136.000000 Penalty: 1132.229736
	Iteration 35Q: 3 clusters Score -1.060414e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 216204 members 
Entering Unmasked Estep 
Score: -10604582.000000 Penalty: 1132.229736
	Iteration 36Q: 3 clusters Score -1.060458e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 218130 members 
Entering Unmasked Estep 
Score: -10604885.000000 Penalty: 1132.229736
	Iteration 37Q: 3 clusters Score -1.060488e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 220072 members 
Entering Unmasked Estep 
Score: -10605310.000000 Penalty: 1132.229736
	Iteration 38Q: 3 clusters Score -1.060531e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 221985 members 
Entering Unmasked Estep 
Score: -10605704.000000 Penalty: 1132.229736
	Iteration 39Q: 3 clusters Score -1.06057e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 223842 members 
Entering Unmasked Estep 
Score: -10606151.000000 Penalty: 1132.229736
	Iteration 40F: 3 clusters Score -1.060615e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 225663 members 
Entering Unmasked Estep 
Score: -10606606.000000 Penalty: 1132.229736
	Iteration 41Q: 3 clusters Score -1.060661e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 227520 members 
Entering Unmasked Estep 
Score: -10607133.000000 Penalty: 1132.229736
	Iteration 42Q: 3 clusters Score -1.060713e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 229311 members 
Entering Unmasked Estep 
Score: -10607678.000000 Penalty: 1132.229736
	Iteration 43Q: 3 clusters Score -1.060768e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 231107 members 
Entering Unmasked Estep 
Score: -10608147.000000 Penalty: 1132.229736
	Iteration 44Q: 3 clusters Score -1.060815e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 232862 members 
Entering Unmasked Estep 
Score: -10608712.000000 Penalty: 1132.229736
	Iteration 45Q: 3 clusters Score -1.060871e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 234609 members 
Entering Unmasked Estep 
Score: -10609163.000000 Penalty: 1132.229736
	Iteration 46Q: 3 clusters Score -1.060916e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 236280 members 
Entering Unmasked Estep 
Score: -10609675.000000 Penalty: 1132.229736
	Iteration 47Q: 3 clusters Score -1.060968e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 237891 members 
Entering Unmasked Estep 
Score: -10610122.000000 Penalty: 1132.229736
	Iteration 48Q: 3 clusters Score -1.061012e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 239404 members 
Entering Unmasked Estep 
Score: -10610537.000000 Penalty: 1132.229736
	Iteration 49Q: 3 clusters Score -1.061054e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 240782 members 
Entering Unmasked Estep 
Score: -10610913.000000 Penalty: 1132.229736
	Iteration 50Q: 3 clusters Score -1.061091e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 242063 members 
Entering Unmasked Estep 
Score: -10611211.000000 Penalty: 1132.229736
	Iteration 51Q: 3 clusters Score -1.061121e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 243237 members 
Entering Unmasked Estep 
Score: -10611498.000000 Penalty: 1132.229736
	Iteration 52Q: 3 clusters Score -1.06115e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 244349 members 
Entering Unmasked Estep 
Score: -10611825.000000 Penalty: 1132.229736
	Iteration 53Q: 3 clusters Score -1.061182e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 245378 members 
Entering Unmasked Estep 
Score: -10612077.000000 Penalty: 1132.229736
	Iteration 54Q: 3 clusters Score -1.061208e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 246301 members 
Entering Unmasked Estep 
Score: -10612341.000000 Penalty: 1132.229736
	Iteration 55Q: 3 clusters Score -1.061234e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 247157 members 
Entering Unmasked Estep 
Score: -10612544.000000 Penalty: 1132.229736
	Iteration 56Q: 3 clusters Score -1.061254e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 247954 members 
Entering Unmasked Estep 
Score: -10612756.000000 Penalty: 1132.229736
	Iteration 57Q: 3 clusters Score -1.061276e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 248650 members 
Entering Unmasked Estep 
Score: -10612958.000000 Penalty: 1132.229736
	Iteration 58Q: 3 clusters Score -1.061296e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 249262 members 
Entering Unmasked Estep 
Score: -10613134.000000 Penalty: 1132.229736
	Iteration 59Q: 3 clusters Score -1.061313e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 249768 members 
Entering Unmasked Estep 
Score: -10613262.000000 Penalty: 1132.229736
	Iteration 60F: 3 clusters Score -1.061326e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 250192 members 
Entering Unmasked Estep 
Score: -10613432.000000 Penalty: 1132.229736
	Iteration 61Q: 3 clusters Score -1.061343e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 250558 members 
Entering Unmasked Estep 
Score: -10613551.000000 Penalty: 1132.229736
	Iteration 62Q: 3 clusters Score -1.061355e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 250856 members 
Entering Unmasked Estep 
Score: -10613622.000000 Penalty: 1132.229736
	Iteration 63Q: 3 clusters Score -1.061362e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 251105 members 
Entering Unmasked Estep 
Score: -10613695.000000 Penalty: 1132.229736
	Iteration 64Q: 3 clusters Score -1.06137e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 251295 members 
Entering Unmasked Estep 
Score: -10613736.000000 Penalty: 1132.229736
	Iteration 65Q: 3 clusters Score -1.061374e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 251462 members 
Entering Unmasked Estep 
Score: -10613761.000000 Penalty: 1132.229736
	Iteration 66Q: 3 clusters Score -1.061376e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 251610 members 
Entering Unmasked Estep 
Score: -10613818.000000 Penalty: 1132.229736
	Iteration 67Q: 3 clusters Score -1.061382e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 251722 members 
Entering Unmasked Estep 
Score: -10613818.000000 Penalty: 1132.229736
	Iteration 68Q: 3 clusters Score -1.061382e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 251815 members 
Entering Unmasked Estep 
Score: -10613849.000000 Penalty: 1132.229736
	Iteration 69Q: 3 clusters Score -1.061385e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 251893 members 
Entering Unmasked Estep 
Score: -10613873.000000 Penalty: 1132.229736
	Iteration 70Q: 3 clusters Score -1.061387e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 251962 members 
Entering Unmasked Estep 
Score: -10613904.000000 Penalty: 1132.229736
	Iteration 71Q: 3 clusters Score -1.06139e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 252014 members 
Entering Unmasked Estep 
Score: -10613913.000000 Penalty: 1132.229736
	Iteration 72Q: 3 clusters Score -1.061391e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 252062 members 
Entering Unmasked Estep 
Score: -10613951.000000 Penalty: 1132.229736
	Iteration 73Q: 3 clusters Score -1.061395e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 252109 members 
Entering Unmasked Estep 
Score: -10613944.000000 Penalty: 1132.229736
	Iteration 74Q: 3 clusters Score -1.061394e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 252141 members 
Entering Unmasked Estep 
Score: -10613953.000000 Penalty: 1132.229736
	Iteration 75Q: 3 clusters Score -1.061395e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 252171 members 
Entering Unmasked Estep 
Score: -10613965.000000 Penalty: 1132.229736
	Iteration 76Q: 3 clusters Score -1.061396e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 252193 members 
Entering Unmasked Estep 
Score: -10613969.000000 Penalty: 1132.229736
	Iteration 77Q: 3 clusters Score -1.061397e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 252210 members 
Entering Unmasked Estep 
Score: -10613965.000000 Penalty: 1132.229736
	Iteration 78Q: 3 clusters Score -1.061396e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 252223 members 
Entering Unmasked Estep 
Score: -10613985.000000 Penalty: 1132.229736
	Iteration 79Q: 3 clusters Score -1.061398e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 252242 members 
Entering Unmasked Estep 
Score: -10613993.000000 Penalty: 1132.229736
	Iteration 80F: 3 clusters Score -1.061399e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 252264 members 
Entering Unmasked Estep 
Score: -10613992.000000 Penalty: 1132.229736
	Iteration 81Q: 3 clusters Score -1.061399e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 252285 members 
Entering Unmasked Estep 
Score: -10613997.000000 Penalty: 1132.229736
	Iteration 82Q: 3 clusters Score -1.0614e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 252305 members 
Entering Unmasked Estep 
Score: -10613999.000000 Penalty: 1132.229736
	Iteration 83Q: 3 clusters Score -1.0614e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 252329 members 
Entering Unmasked Estep 
Score: -10614001.000000 Penalty: 1132.229736
	Iteration 84Q: 3 clusters Score -1.0614e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 252345 members 
Entering Unmasked Estep 
Score: -10614010.000000 Penalty: 1132.229736
	Iteration 85Q: 3 clusters Score -1.061401e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 252359 members 
Entering Unmasked Estep 
Score: -10614017.000000 Penalty: 1132.229736
	Iteration 86Q: 3 clusters Score -1.061402e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 252371 members 
Entering Unmasked Estep 
Score: -10614017.000000 Penalty: 1132.229736
	Iteration 87Q: 3 clusters Score -1.061402e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 252383 members 
Entering Unmasked Estep 
Score: -10614020.000000 Penalty: 1132.229736
	Iteration 88Q: 3 clusters Score -1.061402e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 252398 members 
Entering Unmasked Estep 
Score: -10614023.000000 Penalty: 1132.229736
	Iteration 89Q: 3 clusters Score -1.061402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 252407 members 
Entering Unmasked Estep 
Score: -10614022.000000 Penalty: 1132.229736
	Iteration 90Q: 3 clusters Score -1.061402e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 252419 members 
Entering Unmasked Estep 
Score: -10614022.000000 Penalty: 1132.229736
	Iteration 91Q: 3 clusters Score -1.061402e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 252432 members 
Entering Unmasked Estep 
Score: -10614016.000000 Penalty: 1132.229736
	Iteration 92Q: 3 clusters Score -1.061402e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 252445 members 
Entering Unmasked Estep 
Score: -10614019.000000 Penalty: 1132.229736
	Iteration 93Q: 3 clusters Score -1.061402e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 252459 members 
Entering Unmasked Estep 
Score: -10614032.000000 Penalty: 1132.229736
	Iteration 94Q: 3 clusters Score -1.061403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 252464 members 
Entering Unmasked Estep 
Score: -10614029.000000 Penalty: 1132.229736
	Iteration 95Q: 3 clusters Score -1.061403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 252468 members 
Entering Unmasked Estep 
Score: -10614028.000000 Penalty: 1132.229736
	Iteration 96Q: 3 clusters Score -1.061403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 252475 members 
Entering Unmasked Estep 
Score: -10614035.000000 Penalty: 1132.229736
	Iteration 97Q: 3 clusters Score -1.061404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 252482 members 
Entering Unmasked Estep 
Score: -10614035.000000 Penalty: 1132.229736
	Iteration 98Q: 3 clusters Score -1.061404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 252486 members 
Entering Unmasked Estep 
Score: -10614032.000000 Penalty: 1132.229736
	Iteration 99Q: 3 clusters Score -1.061403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 252487 members 
Entering Unmasked Estep 
Score: -10614035.000000 Penalty: 1132.229736
	Iteration 100F: 3 clusters Score -1.061404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 252491 members 
Entering Unmasked Estep 
Score: -10614038.000000 Penalty: 1132.229736
	Iteration 101Q: 3 clusters Score -1.061404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 252495 members 
Entering Unmasked Estep 
Score: -10614038.000000 Penalty: 1132.229736
	Iteration 102Q: 3 clusters Score -1.061404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 252494 members 
Entering Unmasked Estep 
Score: -10614033.000000 Penalty: 1132.229736
	Iteration 103Q: 3 clusters Score -1.061403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 252497 members 
Entering Unmasked Estep 
Score: -10614036.000000 Penalty: 1132.229736
	Iteration 104Q: 3 clusters Score -1.061404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 252500 members 
Entering Unmasked Estep 
Score: -10614046.000000 Penalty: 1132.229736
	Iteration 105Q: 3 clusters Score -1.061405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 252501 members 
Entering Unmasked Estep 
Score: -10614041.000000 Penalty: 1132.229736
	Iteration 106Q: 3 clusters Score -1.061404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 252503 members 
Entering Unmasked Estep 
Score: -10614040.000000 Penalty: 1132.229736
	Iteration 107Q: 3 clusters Score -1.061404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 252508 members 
Entering Unmasked Estep 
Score: -10614040.000000 Penalty: 1132.229736
	Iteration 108Q: 3 clusters Score -1.061404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 252510 members 
Entering Unmasked Estep 
Score: -10614037.000000 Penalty: 1132.229736
	Iteration 109Q: 3 clusters Score -1.061404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 252513 members 
Entering Unmasked Estep 
Score: -10614035.000000 Penalty: 1132.229736
	Iteration 110Q: 3 clusters Score -1.061404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 252520 members 
Entering Unmasked Estep 
Score: -10614030.000000 Penalty: 1132.229736
	Iteration 111Q: 3 clusters Score -1.061403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 252524 members 
Entering Unmasked Estep 
Score: -10614036.000000 Penalty: 1132.229736
	Iteration 112Q: 3 clusters Score -1.061404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 252528 members 
Entering Unmasked Estep 
Score: -10614035.000000 Penalty: 1132.229736
	Iteration 113Q: 3 clusters Score -1.061404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 252530 members 
Entering Unmasked Estep 
Score: -10614039.000000 Penalty: 1132.229736
	Iteration 114Q: 3 clusters Score -1.061404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 252534 members 
Entering Unmasked Estep 
Score: -10614033.000000 Penalty: 1132.229736
	Iteration 115Q: 3 clusters Score -1.061403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 252536 members 
Entering Unmasked Estep 
Score: -10614036.000000 Penalty: 1132.229736
	Iteration 116Q: 3 clusters Score -1.061404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 252537 members 
Entering Unmasked Estep 
Score: -10614033.000000 Penalty: 1132.229736
	Iteration 117Q: 3 clusters Score -1.061403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 252537 members 
Entering Unmasked Estep 
Score: -10614033.000000 Penalty: 1132.229736
	Iteration 118F: 3 clusters Score -1.061403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Entering Unmasked Estep 
Score: -1863367.750000 Penalty: 487.856506
	Iteration 0F: 2 clusters Score -1863368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -1832899.125000 Penalty: 975.713013
	Iteration 0F: 3 clusters Score -1832899 nChanged 21904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -1846154.250000 Penalty: 975.713013
	Iteration 1F: 3 clusters Score -1846154 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -1847144.750000 Penalty: 975.713013
	Iteration 2Q: 3 clusters Score -1847145 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -1848433.250000 Penalty: 975.713013
	Iteration 3F: 3 clusters Score -1848433 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -1850000.875000 Penalty: 975.713013
	Iteration 4F: 3 clusters Score -1850001 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -1851586.375000 Penalty: 975.713013
	Iteration 5F: 3 clusters Score -1851586 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -1853018.625000 Penalty: 975.713013
	Iteration 6F: 3 clusters Score -1853019 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -1854260.875000 Penalty: 975.713013
	Iteration 7Q: 3 clusters Score -1854261 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -1855437.875000 Penalty: 975.713013
	Iteration 8Q: 3 clusters Score -1855438 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -1856590.875000 Penalty: 975.713013
	Iteration 9Q: 3 clusters Score -1856591 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -1857673.875000 Penalty: 975.713013
	Iteration 10Q: 3 clusters Score -1857674 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -1858684.125000 Penalty: 975.713013
	Iteration 11Q: 3 clusters Score -1858684 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -1859549.125000 Penalty: 975.713013
	Iteration 12Q: 3 clusters Score -1859549 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -1860311.750000 Penalty: 975.713013
	Iteration 13Q: 3 clusters Score -1860312 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -1860946.125000 Penalty: 975.713013
	Iteration 14Q: 3 clusters Score -1860946 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -1861432.000000 Penalty: 975.713013
	Iteration 15Q: 3 clusters Score -1861432 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -1861852.500000 Penalty: 975.713013
	Iteration 16Q: 3 clusters Score -1861852 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -1862189.625000 Penalty: 975.713013
	Iteration 17Q: 3 clusters Score -1862190 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -1862413.250000 Penalty: 975.713013
	Iteration 18Q: 3 clusters Score -1862413 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -1862580.250000 Penalty: 975.713013
	Iteration 19Q: 3 clusters Score -1862580 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -1862678.875000 Penalty: 975.713013
	Iteration 20F: 3 clusters Score -1862679 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -1862746.500000 Penalty: 975.713013
	Iteration 21Q: 3 clusters Score -1862746 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -1862801.500000 Penalty: 975.713013
	Iteration 22Q: 3 clusters Score -1862802 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -1862851.625000 Penalty: 975.713013
	Iteration 23Q: 3 clusters Score -1862852 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -1862888.250000 Penalty: 975.713013
	Iteration 24Q: 3 clusters Score -1862888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -1862904.125000 Penalty: 975.713013
	Iteration 25Q: 3 clusters Score -1862904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -1862918.125000 Penalty: 975.713013
	Iteration 26Q: 3 clusters Score -1862918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -1862929.250000 Penalty: 975.713013
	Iteration 27Q: 3 clusters Score -1862929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -1862936.500000 Penalty: 975.713013
	Iteration 28Q: 3 clusters Score -1862936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -1862943.250000 Penalty: 975.713013
	Iteration 29Q: 3 clusters Score -1862943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -1862952.750000 Penalty: 975.713013
	Iteration 30Q: 3 clusters Score -1862953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -1862959.750000 Penalty: 975.713013
	Iteration 31Q: 3 clusters Score -1862960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -1862966.500000 Penalty: 975.713013
	Iteration 32Q: 3 clusters Score -1862966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -1862971.875000 Penalty: 975.713013
	Iteration 33Q: 3 clusters Score -1862972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -1862975.750000 Penalty: 975.713013
	Iteration 34Q: 3 clusters Score -1862976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -1862975.625000 Penalty: 975.713013
	Iteration 35Q: 3 clusters Score -1862976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -1862976.875000 Penalty: 975.713013
	Iteration 36Q: 3 clusters Score -1862977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -1862978.625000 Penalty: 975.713013
	Iteration 37Q: 3 clusters Score -1862979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -1862980.750000 Penalty: 975.713013
	Iteration 38Q: 3 clusters Score -1862981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -1862988.000000 Penalty: 975.713013
	Iteration 39Q: 3 clusters Score -1862988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -1862991.500000 Penalty: 975.713013
	Iteration 40F: 3 clusters Score -1862992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -1862994.250000 Penalty: 975.713013
	Iteration 41Q: 3 clusters Score -1862994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -1862996.625000 Penalty: 975.713013
	Iteration 42Q: 3 clusters Score -1862997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -1862996.250000 Penalty: 975.713013
	Iteration 43Q: 3 clusters Score -1862996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -1862996.500000 Penalty: 975.713013
	Iteration 44Q: 3 clusters Score -1862996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -1862998.125000 Penalty: 975.713013
	Iteration 45Q: 3 clusters Score -1862998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -1862998.125000 Penalty: 975.713013
	Iteration 46F: 3 clusters Score -1862998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Entering Unmasked Estep 
Score: -183329.406250 Penalty: 388.272461
	Iteration 0F: 2 clusters Score -183329.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -179907.671875 Penalty: 776.544922
	Iteration 0F: 3 clusters Score -179907.7 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -181966.562500 Penalty: 776.544922
	Iteration 1F: 3 clusters Score -181966.6 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -182964.718750 Penalty: 776.544922
	Iteration 2F: 3 clusters Score -182964.7 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -183812.390625 Penalty: 776.544922
	Iteration 3F: 3 clusters Score -183812.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -184173.953125 Penalty: 776.544922
	Iteration 4F: 3 clusters Score -184174 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -184296.156250 Penalty: 776.544922
	Iteration 5Q: 3 clusters Score -184296.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -184349.406250 Penalty: 776.544922
	Iteration 6Q: 3 clusters Score -184349.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -184366.296875 Penalty: 776.544922
	Iteration 7Q: 3 clusters Score -184366.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -184378.078125 Penalty: 776.544922
	Iteration 8Q: 3 clusters Score -184378.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -184386.031250 Penalty: 776.544922
	Iteration 9Q: 3 clusters Score -184386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -184389.890625 Penalty: 776.544922
	Iteration 10Q: 3 clusters Score -184389.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -184391.890625 Penalty: 776.544922
	Iteration 11Q: 3 clusters Score -184391.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -184392.718750 Penalty: 776.544922
	Iteration 12Q: 3 clusters Score -184392.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -184393.656250 Penalty: 776.544922
	Iteration 13Q: 3 clusters Score -184393.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -184394.968750 Penalty: 776.544922
	Iteration 14Q: 3 clusters Score -184395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -184402.484375 Penalty: 776.544922
	Iteration 15Q: 3 clusters Score -184402.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -184407.015625 Penalty: 776.544922
	Iteration 16Q: 3 clusters Score -184407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -184408.218750 Penalty: 776.544922
	Iteration 17Q: 3 clusters Score -184408.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -184409.250000 Penalty: 776.544922
	Iteration 18Q: 3 clusters Score -184409.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -184409.515625 Penalty: 776.544922
	Iteration 19Q: 3 clusters Score -184409.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -184417.312500 Penalty: 776.544922
	Iteration 20F: 3 clusters Score -184417.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -184424.546875 Penalty: 776.544922
	Iteration 21Q: 3 clusters Score -184424.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -184425.781250 Penalty: 776.544922
	Iteration 22Q: 3 clusters Score -184425.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -184425.734375 Penalty: 776.544922
	Iteration 23Q: 3 clusters Score -184425.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -184425.875000 Penalty: 776.544922
	Iteration 24Q: 3 clusters Score -184425.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -184425.812500 Penalty: 776.544922
	Iteration 25Q: 3 clusters Score -184425.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -184425.812500 Penalty: 776.544922
	Iteration 26Q: 3 clusters Score -184425.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -184425.890625 Penalty: 776.544922
	Iteration 27Q: 3 clusters Score -184425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -184426.640625 Penalty: 776.544922
	Iteration 28Q: 3 clusters Score -184426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -184428.250000 Penalty: 776.544922
	Iteration 29Q: 3 clusters Score -184428.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -184429.359375 Penalty: 776.544922
	Iteration 30Q: 3 clusters Score -184429.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -184430.390625 Penalty: 776.544922
	Iteration 31Q: 3 clusters Score -184430.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -184430.968750 Penalty: 776.544922
	Iteration 32Q: 3 clusters Score -184431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -184432.765625 Penalty: 776.544922
	Iteration 33Q: 3 clusters Score -184432.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -184433.484375 Penalty: 776.544922
	Iteration 34Q: 3 clusters Score -184433.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -184434.093750 Penalty: 776.544922
	Iteration 35Q: 3 clusters Score -184434.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -184434.296875 Penalty: 776.544922
	Iteration 36Q: 3 clusters Score -184434.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -184434.515625 Penalty: 776.544922
	Iteration 37Q: 3 clusters Score -184434.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -184435.515625 Penalty: 776.544922
	Iteration 38Q: 3 clusters Score -184435.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -184436.468750 Penalty: 776.544922
	Iteration 39Q: 3 clusters Score -184436.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -184437.656250 Penalty: 776.544922
	Iteration 40F: 3 clusters Score -184437.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -184438.578125 Penalty: 776.544922
	Iteration 41Q: 3 clusters Score -184438.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -184440.953125 Penalty: 776.544922
	Iteration 42Q: 3 clusters Score -184441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -184442.640625 Penalty: 776.544922
	Iteration 43Q: 3 clusters Score -184442.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -184443.828125 Penalty: 776.544922
	Iteration 44Q: 3 clusters Score -184443.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -184447.093750 Penalty: 776.544922
	Iteration 45Q: 3 clusters Score -184447.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -184448.390625 Penalty: 776.544922
	Iteration 46Q: 3 clusters Score -184448.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -184450.781250 Penalty: 776.544922
	Iteration 47Q: 3 clusters Score -184450.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -184452.796875 Penalty: 776.544922
	Iteration 48Q: 3 clusters Score -184452.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -184456.234375 Penalty: 776.544922
	Iteration 49Q: 3 clusters Score -184456.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -184460.671875 Penalty: 776.544922
	Iteration 50Q: 3 clusters Score -184460.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -184466.390625 Penalty: 776.544922
	Iteration 51Q: 3 clusters Score -184466.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -184470.515625 Penalty: 776.544922
	Iteration 52Q: 3 clusters Score -184470.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -184474.062500 Penalty: 776.544922
	Iteration 53Q: 3 clusters Score -184474.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -184479.375000 Penalty: 776.544922
	Iteration 54Q: 3 clusters Score -184479.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -184490.703125 Penalty: 776.544922
	Iteration 55Q: 3 clusters Score -184490.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -184509.640625 Penalty: 776.544922
	Iteration 56Q: 3 clusters Score -184509.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -184530.875000 Penalty: 776.544922
	Iteration 57Q: 3 clusters Score -184530.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -184563.984375 Penalty: 776.544922
	Iteration 58Q: 3 clusters Score -184564 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -184598.312500 Penalty: 776.544922
	Iteration 59Q: 3 clusters Score -184598.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -184667.781250 Penalty: 776.544922
	Iteration 60F: 3 clusters Score -184667.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -184777.484375 Penalty: 776.544922
	Iteration 61Q: 3 clusters Score -184777.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -184910.515625 Penalty: 776.544922
	Iteration 62Q: 3 clusters Score -184910.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -185050.421875 Penalty: 776.544922
	Iteration 63Q: 3 clusters Score -185050.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -185139.031250 Penalty: 776.544922
	Iteration 64Q: 3 clusters Score -185139 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -185171.828125 Penalty: 776.544922
	Iteration 65Q: 3 clusters Score -185171.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -185183.156250 Penalty: 776.544922
	Iteration 66Q: 3 clusters Score -185183.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -185186.750000 Penalty: 776.544922
	Iteration 67Q: 3 clusters Score -185186.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -185187.250000 Penalty: 776.544922
	Iteration 68Q: 3 clusters Score -185187.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -185187.609375 Penalty: 776.544922
	Iteration 69Q: 3 clusters Score -185187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -185187.875000 Penalty: 776.544922
	Iteration 70Q: 3 clusters Score -185187.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -185188.609375 Penalty: 776.544922
	Iteration 71Q: 3 clusters Score -185188.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -185189.328125 Penalty: 776.544922
	Iteration 72Q: 3 clusters Score -185189.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -185189.437500 Penalty: 776.544922
	Iteration 73Q: 3 clusters Score -185189.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -185189.390625 Penalty: 776.544922
	Iteration 74Q: 3 clusters Score -185189.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -185189.812500 Penalty: 776.544922
	Iteration 75Q: 3 clusters Score -185189.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -185189.968750 Penalty: 776.544922
	Iteration 76Q: 3 clusters Score -185190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -185190.625000 Penalty: 776.544922
	Iteration 77Q: 3 clusters Score -185190.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -185190.656250 Penalty: 776.544922
	Iteration 78Q: 3 clusters Score -185190.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -185192.062500 Penalty: 776.544922
	Iteration 79F: 3 clusters Score -185192.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -185192.921875 Penalty: 776.544922
	Iteration 80F: 3 clusters Score -185192.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 3627 members 
Mstep: Class 4 contains 177677 members 
Mstep: Class 5 contains 15305 members 
Mstep: Class 6 contains 7045 members 
Mstep: Class 7 contains 13075 members 
Mstep: Class 8 contains 2102 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8751 members 
Mstep: Class 11 contains 6891 members 
Mstep: Class 12 contains 28338 members 
Mstep: Class 13 contains 7227 members 
Mstep: Class 14 contains 7503 members 
Mstep: Class 15 contains 253238 members 
Mstep: Class 16 contains 45348 members 
Mstep: Class 17 contains 1206 members 
Mstep: Class 18 contains 2983 members 
Mstep: Class 19 contains 8698 members 
Mstep: Class 20 contains 13904 members 
Mstep: Class 21 contains 18760 members 
Mstep: Class 22 contains 53552 members 
Mstep: Class 23 contains 25947 members 
Mstep: Class 24 contains 6218 members 
Mstep: Class 25 contains 406 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 2952 members 
Mstep: Class 28 contains 3876 members 
Entering Unmasked Estep 
Score: -28279808.000000 Penalty: 17200.017578
Splitting cluster 17 changes total score from -28258972.000000 to -28279808.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (8698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Entering Unmasked Estep 
Score: -370098.906250 Penalty: 412.723602
	Iteration 0F: 2 clusters Score -370098.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -364336.281250 Penalty: 825.447205
	Iteration 0F: 3 clusters Score -364336.3 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -366704.031250 Penalty: 825.447205
	Iteration 1F: 3 clusters Score -366704 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -367050.000000 Penalty: 825.447205
	Iteration 2F: 3 clusters Score -367050 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -367542.312500 Penalty: 825.447205
	Iteration 3F: 3 clusters Score -367542.3 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -368060.125000 Penalty: 825.447205
	Iteration 4F: 3 clusters Score -368060.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -368512.343750 Penalty: 825.447205
	Iteration 5F: 3 clusters Score -368512.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -368797.218750 Penalty: 825.447205
	Iteration 6F: 3 clusters Score -368797.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -368910.468750 Penalty: 825.447205
	Iteration 7Q: 3 clusters Score -368910.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -368970.343750 Penalty: 825.447205
	Iteration 8Q: 3 clusters Score -368970.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -369009.187500 Penalty: 825.447205
	Iteration 9Q: 3 clusters Score -369009.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -369037.375000 Penalty: 825.447205
	Iteration 10Q: 3 clusters Score -369037.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -369060.062500 Penalty: 825.447205
	Iteration 11Q: 3 clusters Score -369060.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -369085.406250 Penalty: 825.447205
	Iteration 12Q: 3 clusters Score -369085.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -369107.375000 Penalty: 825.447205
	Iteration 13Q: 3 clusters Score -369107.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -369127.406250 Penalty: 825.447205
	Iteration 14Q: 3 clusters Score -369127.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -369151.218750 Penalty: 825.447205
	Iteration 15Q: 3 clusters Score -369151.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -369170.500000 Penalty: 825.447205
	Iteration 16Q: 3 clusters Score -369170.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -369191.875000 Penalty: 825.447205
	Iteration 17Q: 3 clusters Score -369191.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -369217.156250 Penalty: 825.447205
	Iteration 18Q: 3 clusters Score -369217.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -369249.000000 Penalty: 825.447205
	Iteration 19Q: 3 clusters Score -369249 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -369289.031250 Penalty: 825.447205
	Iteration 20F: 3 clusters Score -369289 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -369322.031250 Penalty: 825.447205
	Iteration 21Q: 3 clusters Score -369322 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -369351.031250 Penalty: 825.447205
	Iteration 22Q: 3 clusters Score -369351 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -369385.031250 Penalty: 825.447205
	Iteration 23Q: 3 clusters Score -369385 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -369415.906250 Penalty: 825.447205
	Iteration 24Q: 3 clusters Score -369415.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -369437.875000 Penalty: 825.447205
	Iteration 25Q: 3 clusters Score -369437.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -369466.156250 Penalty: 825.447205
	Iteration 26Q: 3 clusters Score -369466.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -369491.968750 Penalty: 825.447205
	Iteration 27Q: 3 clusters Score -369492 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -369509.156250 Penalty: 825.447205
	Iteration 28Q: 3 clusters Score -369509.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -369521.125000 Penalty: 825.447205
	Iteration 29Q: 3 clusters Score -369521.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -369530.500000 Penalty: 825.447205
	Iteration 30Q: 3 clusters Score -369530.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -369536.281250 Penalty: 825.447205
	Iteration 31Q: 3 clusters Score -369536.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -369542.093750 Penalty: 825.447205
	Iteration 32Q: 3 clusters Score -369542.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -369548.500000 Penalty: 825.447205
	Iteration 33Q: 3 clusters Score -369548.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -369556.656250 Penalty: 825.447205
	Iteration 34Q: 3 clusters Score -369556.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -369561.531250 Penalty: 825.447205
	Iteration 35Q: 3 clusters Score -369561.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -369568.937500 Penalty: 825.447205
	Iteration 36Q: 3 clusters Score -369568.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -369574.437500 Penalty: 825.447205
	Iteration 37Q: 3 clusters Score -369574.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -369581.968750 Penalty: 825.447205
	Iteration 38Q: 3 clusters Score -369582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -369586.062500 Penalty: 825.447205
	Iteration 39Q: 3 clusters Score -369586.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -369591.156250 Penalty: 825.447205
	Iteration 40F: 3 clusters Score -369591.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -369601.125000 Penalty: 825.447205
	Iteration 41Q: 3 clusters Score -369601.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -369613.406250 Penalty: 825.447205
	Iteration 42Q: 3 clusters Score -369613.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -369626.968750 Penalty: 825.447205
	Iteration 43Q: 3 clusters Score -369627 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -369647.437500 Penalty: 825.447205
	Iteration 44Q: 3 clusters Score -369647.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -369664.656250 Penalty: 825.447205
	Iteration 45Q: 3 clusters Score -369664.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -369681.406250 Penalty: 825.447205
	Iteration 46Q: 3 clusters Score -369681.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -369693.031250 Penalty: 825.447205
	Iteration 47Q: 3 clusters Score -369693 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -369703.656250 Penalty: 825.447205
	Iteration 48Q: 3 clusters Score -369703.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -369709.656250 Penalty: 825.447205
	Iteration 49Q: 3 clusters Score -369709.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -369714.062500 Penalty: 825.447205
	Iteration 50Q: 3 clusters Score -369714.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -369718.031250 Penalty: 825.447205
	Iteration 51Q: 3 clusters Score -369718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -369721.406250 Penalty: 825.447205
	Iteration 52Q: 3 clusters Score -369721.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -369728.062500 Penalty: 825.447205
	Iteration 53Q: 3 clusters Score -369728.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -369735.343750 Penalty: 825.447205
	Iteration 54Q: 3 clusters Score -369735.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -369739.093750 Penalty: 825.447205
	Iteration 55Q: 3 clusters Score -369739.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -369742.031250 Penalty: 825.447205
	Iteration 56Q: 3 clusters Score -369742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -369746.968750 Penalty: 825.447205
	Iteration 57Q: 3 clusters Score -369747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -369751.375000 Penalty: 825.447205
	Iteration 58Q: 3 clusters Score -369751.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -369753.937500 Penalty: 825.447205
	Iteration 59Q: 3 clusters Score -369753.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -369755.687500 Penalty: 825.447205
	Iteration 60F: 3 clusters Score -369755.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -369759.875000 Penalty: 825.447205
	Iteration 61Q: 3 clusters Score -369759.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -369762.625000 Penalty: 825.447205
	Iteration 62Q: 3 clusters Score -369762.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -369764.000000 Penalty: 825.447205
	Iteration 63Q: 3 clusters Score -369764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -369765.156250 Penalty: 825.447205
	Iteration 64Q: 3 clusters Score -369765.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -369765.593750 Penalty: 825.447205
	Iteration 65Q: 3 clusters Score -369765.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -369766.687500 Penalty: 825.447205
	Iteration 66Q: 3 clusters Score -369766.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -369767.125000 Penalty: 825.447205
	Iteration 67Q: 3 clusters Score -369767.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -369767.687500 Penalty: 825.447205
	Iteration 68Q: 3 clusters Score -369767.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -369767.718750 Penalty: 825.447205
	Iteration 69Q: 3 clusters Score -369767.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -369767.718750 Penalty: 825.447205
	Iteration 70F: 3 clusters Score -369767.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Entering Unmasked Estep 
Score: -529090.625000 Penalty: 434.066925
	Iteration 0F: 2 clusters Score -529090.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -519805.687500 Penalty: 868.133850
	Iteration 0F: 3 clusters Score -519805.7 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -524660.250000 Penalty: 868.133850
	Iteration 1F: 3 clusters Score -524660.2 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -526006.500000 Penalty: 868.133850
	Iteration 2F: 3 clusters Score -526006.5 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -527075.500000 Penalty: 868.133850
	Iteration 3F: 3 clusters Score -527075.5 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -527664.312500 Penalty: 868.133850
	Iteration 4F: 3 clusters Score -527664.3 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -527993.687500 Penalty: 868.133850
	Iteration 5Q: 3 clusters Score -527993.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -528175.125000 Penalty: 868.133850
	Iteration 6Q: 3 clusters Score -528175.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -528302.875000 Penalty: 868.133850
	Iteration 7Q: 3 clusters Score -528302.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -528416.375000 Penalty: 868.133850
	Iteration 8Q: 3 clusters Score -528416.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -528520.500000 Penalty: 868.133850
	Iteration 9Q: 3 clusters Score -528520.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -528615.250000 Penalty: 868.133850
	Iteration 10Q: 3 clusters Score -528615.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -528692.375000 Penalty: 868.133850
	Iteration 11Q: 3 clusters Score -528692.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -528757.562500 Penalty: 868.133850
	Iteration 12Q: 3 clusters Score -528757.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -528806.312500 Penalty: 868.133850
	Iteration 13Q: 3 clusters Score -528806.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -528863.437500 Penalty: 868.133850
	Iteration 14Q: 3 clusters Score -528863.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -528935.312500 Penalty: 868.133850
	Iteration 15Q: 3 clusters Score -528935.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -528995.312500 Penalty: 868.133850
	Iteration 16Q: 3 clusters Score -528995.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -529032.312500 Penalty: 868.133850
	Iteration 17Q: 3 clusters Score -529032.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -529044.000000 Penalty: 868.133850
	Iteration 18Q: 3 clusters Score -529044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -529056.437500 Penalty: 868.133850
	Iteration 19Q: 3 clusters Score -529056.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -529064.687500 Penalty: 868.133850
	Iteration 20F: 3 clusters Score -529064.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -529072.187500 Penalty: 868.133850
	Iteration 21Q: 3 clusters Score -529072.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -529076.625000 Penalty: 868.133850
	Iteration 22Q: 3 clusters Score -529076.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -529082.000000 Penalty: 868.133850
	Iteration 23Q: 3 clusters Score -529082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -529086.937500 Penalty: 868.133850
	Iteration 24Q: 3 clusters Score -529086.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -529090.937500 Penalty: 868.133850
	Iteration 25Q: 3 clusters Score -529090.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -529095.562500 Penalty: 868.133850
	Iteration 26Q: 3 clusters Score -529095.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -529095.812500 Penalty: 868.133850
	Iteration 27Q: 3 clusters Score -529095.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -529096.562500 Penalty: 868.133850
	Iteration 28Q: 3 clusters Score -529096.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -529095.437500 Penalty: 868.133850
	Iteration 29Q: 3 clusters Score -529095.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -529096.187500 Penalty: 868.133850
	Iteration 30Q: 3 clusters Score -529096.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -529097.375000 Penalty: 868.133850
	Iteration 31Q: 3 clusters Score -529097.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -529098.125000 Penalty: 868.133850
	Iteration 32Q: 3 clusters Score -529098.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -529100.312500 Penalty: 868.133850
	Iteration 33Q: 3 clusters Score -529100.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -529100.875000 Penalty: 868.133850
	Iteration 34Q: 3 clusters Score -529100.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -529101.250000 Penalty: 868.133850
	Iteration 35Q: 3 clusters Score -529101.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -529101.625000 Penalty: 868.133850
	Iteration 36Q: 3 clusters Score -529101.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -529102.000000 Penalty: 868.133850
	Iteration 37Q: 3 clusters Score -529102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -529101.875000 Penalty: 868.133850
	Iteration 38Q: 3 clusters Score -529101.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -529101.375000 Penalty: 868.133850
	Iteration 39Q: 3 clusters Score -529101.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -529101.375000 Penalty: 868.133850
	Iteration 40F: 3 clusters Score -529101.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 3627 members 
Mstep: Class 4 contains 177677 members 
Mstep: Class 5 contains 15305 members 
Mstep: Class 6 contains 7045 members 
Mstep: Class 7 contains 13075 members 
Mstep: Class 8 contains 2102 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8751 members 
Mstep: Class 11 contains 6891 members 
Mstep: Class 12 contains 28338 members 
Mstep: Class 13 contains 7227 members 
Mstep: Class 14 contains 7503 members 
Mstep: Class 15 contains 253238 members 
Mstep: Class 16 contains 45348 members 
Mstep: Class 17 contains 1206 members 
Mstep: Class 18 contains 2983 members 
Mstep: Class 19 contains 8698 members 
Mstep: Class 20 contains 881 members 
Mstep: Class 21 contains 18760 members 
Mstep: Class 22 contains 53552 members 
Mstep: Class 23 contains 25947 members 
Mstep: Class 24 contains 6218 members 
Mstep: Class 25 contains 406 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 2952 members 
Mstep: Class 28 contains 3876 members 
Mstep: Class 29 contains 13023 members 
Entering Unmasked Estep 
Score: -28279644.000000 Penalty: 17814.302734
Splitting cluster 20 changes total score from -28258972.000000 to -28279644.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (18760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Entering Unmasked Estep 
Score: -798601.500000 Penalty: 447.696442
	Iteration 0F: 2 clusters Score -798601.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -786177.062500 Penalty: 895.392883
	Iteration 0F: 3 clusters Score -786177.1 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -792146.000000 Penalty: 895.392883
	Iteration 1F: 3 clusters Score -792146 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -793711.312500 Penalty: 895.392883
	Iteration 2F: 3 clusters Score -793711.3 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -795685.187500 Penalty: 895.392883
	Iteration 3F: 3 clusters Score -795685.2 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -797201.062500 Penalty: 895.392883
	Iteration 4F: 3 clusters Score -797201.1 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -798017.375000 Penalty: 895.392883
	Iteration 5F: 3 clusters Score -798017.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -798289.375000 Penalty: 895.392883
	Iteration 6Q: 3 clusters Score -798289.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -798390.812500 Penalty: 895.392883
	Iteration 7Q: 3 clusters Score -798390.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -798445.750000 Penalty: 895.392883
	Iteration 8Q: 3 clusters Score -798445.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -798472.437500 Penalty: 895.392883
	Iteration 9Q: 3 clusters Score -798472.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -798497.562500 Penalty: 895.392883
	Iteration 10Q: 3 clusters Score -798497.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -798520.187500 Penalty: 895.392883
	Iteration 11Q: 3 clusters Score -798520.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -798532.562500 Penalty: 895.392883
	Iteration 12Q: 3 clusters Score -798532.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -798545.750000 Penalty: 895.392883
	Iteration 13Q: 3 clusters Score -798545.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -798557.500000 Penalty: 895.392883
	Iteration 14Q: 3 clusters Score -798557.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -798562.875000 Penalty: 895.392883
	Iteration 15Q: 3 clusters Score -798562.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -798570.312500 Penalty: 895.392883
	Iteration 16Q: 3 clusters Score -798570.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -798574.812500 Penalty: 895.392883
	Iteration 17Q: 3 clusters Score -798574.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -798584.062500 Penalty: 895.392883
	Iteration 18Q: 3 clusters Score -798584.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -798591.250000 Penalty: 895.392883
	Iteration 19Q: 3 clusters Score -798591.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -798602.187500 Penalty: 895.392883
	Iteration 20F: 3 clusters Score -798602.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -798615.687500 Penalty: 895.392883
	Iteration 21Q: 3 clusters Score -798615.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -798630.312500 Penalty: 895.392883
	Iteration 22Q: 3 clusters Score -798630.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -798641.000000 Penalty: 895.392883
	Iteration 23Q: 3 clusters Score -798641 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -798654.312500 Penalty: 895.392883
	Iteration 24Q: 3 clusters Score -798654.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -798671.312500 Penalty: 895.392883
	Iteration 25Q: 3 clusters Score -798671.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -798684.375000 Penalty: 895.392883
	Iteration 26Q: 3 clusters Score -798684.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -798699.250000 Penalty: 895.392883
	Iteration 27Q: 3 clusters Score -798699.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -798705.687500 Penalty: 895.392883
	Iteration 28Q: 3 clusters Score -798705.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -798712.500000 Penalty: 895.392883
	Iteration 29Q: 3 clusters Score -798712.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -798721.000000 Penalty: 895.392883
	Iteration 30Q: 3 clusters Score -798721 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -798730.000000 Penalty: 895.392883
	Iteration 31Q: 3 clusters Score -798730 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -798735.875000 Penalty: 895.392883
	Iteration 32Q: 3 clusters Score -798735.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -798742.375000 Penalty: 895.392883
	Iteration 33Q: 3 clusters Score -798742.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -798751.000000 Penalty: 895.392883
	Iteration 34Q: 3 clusters Score -798751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -798754.562500 Penalty: 895.392883
	Iteration 35Q: 3 clusters Score -798754.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -798760.562500 Penalty: 895.392883
	Iteration 36Q: 3 clusters Score -798760.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -798763.062500 Penalty: 895.392883
	Iteration 37Q: 3 clusters Score -798763.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -798768.687500 Penalty: 895.392883
	Iteration 38Q: 3 clusters Score -798768.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -798775.062500 Penalty: 895.392883
	Iteration 39Q: 3 clusters Score -798775.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -798779.062500 Penalty: 895.392883
	Iteration 40F: 3 clusters Score -798779.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -798782.687500 Penalty: 895.392883
	Iteration 41Q: 3 clusters Score -798782.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -798782.937500 Penalty: 895.392883
	Iteration 42Q: 3 clusters Score -798782.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -798785.250000 Penalty: 895.392883
	Iteration 43Q: 3 clusters Score -798785.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -798787.625000 Penalty: 895.392883
	Iteration 44Q: 3 clusters Score -798787.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -798787.375000 Penalty: 895.392883
	Iteration 45Q: 3 clusters Score -798787.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -798791.375000 Penalty: 895.392883
	Iteration 46Q: 3 clusters Score -798791.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -798794.250000 Penalty: 895.392883
	Iteration 47Q: 3 clusters Score -798794.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -798798.062500 Penalty: 895.392883
	Iteration 48Q: 3 clusters Score -798798.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -798796.375000 Penalty: 895.392883
	Iteration 49Q: 3 clusters Score -798796.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -798798.500000 Penalty: 895.392883
	Iteration 50Q: 3 clusters Score -798798.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -798798.125000 Penalty: 895.392883
	Iteration 51Q: 3 clusters Score -798798.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -798798.937500 Penalty: 895.392883
	Iteration 52Q: 3 clusters Score -798798.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -798801.562500 Penalty: 895.392883
	Iteration 53Q: 3 clusters Score -798801.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -798801.875000 Penalty: 895.392883
	Iteration 54Q: 3 clusters Score -798801.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -798801.750000 Penalty: 895.392883
	Iteration 55Q: 3 clusters Score -798801.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -798803.062500 Penalty: 895.392883
	Iteration 56Q: 3 clusters Score -798803.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -798801.437500 Penalty: 895.392883
	Iteration 57Q: 3 clusters Score -798801.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -798801.187500 Penalty: 895.392883
	Iteration 58Q: 3 clusters Score -798801.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -798804.437500 Penalty: 895.392883
	Iteration 59Q: 3 clusters Score -798804.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -798804.375000 Penalty: 895.392883
	Iteration 60F: 3 clusters Score -798804.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -798805.500000 Penalty: 895.392883
	Iteration 61Q: 3 clusters Score -798805.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -798808.000000 Penalty: 895.392883
	Iteration 62Q: 3 clusters Score -798808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -798811.000000 Penalty: 895.392883
	Iteration 63Q: 3 clusters Score -798811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -798812.562500 Penalty: 895.392883
	Iteration 64Q: 3 clusters Score -798812.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -798813.250000 Penalty: 895.392883
	Iteration 65Q: 3 clusters Score -798813.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -798813.687500 Penalty: 895.392883
	Iteration 66Q: 3 clusters Score -798813.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -798812.375000 Penalty: 895.392883
	Iteration 67Q: 3 clusters Score -798812.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -798813.000000 Penalty: 895.392883
	Iteration 68Q: 3 clusters Score -798813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -798816.312500 Penalty: 895.392883
	Iteration 69Q: 3 clusters Score -798816.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -798820.375000 Penalty: 895.392883
	Iteration 70Q: 3 clusters Score -798820.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -798820.375000 Penalty: 895.392883
	Iteration 71Q: 3 clusters Score -798820.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -798820.812500 Penalty: 895.392883
	Iteration 72Q: 3 clusters Score -798820.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -798820.437500 Penalty: 895.392883
	Iteration 73Q: 3 clusters Score -798820.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -798821.812500 Penalty: 895.392883
	Iteration 74Q: 3 clusters Score -798821.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -798821.312500 Penalty: 895.392883
	Iteration 75Q: 3 clusters Score -798821.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -798821.937500 Penalty: 895.392883
	Iteration 76Q: 3 clusters Score -798821.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -798823.750000 Penalty: 895.392883
	Iteration 77Q: 3 clusters Score -798823.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -798825.750000 Penalty: 895.392883
	Iteration 78Q: 3 clusters Score -798825.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -798828.250000 Penalty: 895.392883
	Iteration 79Q: 3 clusters Score -798828.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -798827.812500 Penalty: 895.392883
	Iteration 80F: 3 clusters Score -798827.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -798828.875000 Penalty: 895.392883
	Iteration 81Q: 3 clusters Score -798828.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -798828.812500 Penalty: 895.392883
	Iteration 82Q: 3 clusters Score -798828.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -798829.562500 Penalty: 895.392883
	Iteration 83Q: 3 clusters Score -798829.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -798832.875000 Penalty: 895.392883
	Iteration 84Q: 3 clusters Score -798832.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -798831.500000 Penalty: 895.392883
	Iteration 85Q: 3 clusters Score -798831.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -798833.375000 Penalty: 895.392883
	Iteration 86Q: 3 clusters Score -798833.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -798832.437500 Penalty: 895.392883
	Iteration 87Q: 3 clusters Score -798832.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -798831.500000 Penalty: 895.392883
	Iteration 88Q: 3 clusters Score -798831.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -798833.875000 Penalty: 895.392883
	Iteration 89Q: 3 clusters Score -798833.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -798835.875000 Penalty: 895.392883
	Iteration 90Q: 3 clusters Score -798835.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -798837.000000 Penalty: 895.392883
	Iteration 91Q: 3 clusters Score -798837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -798836.062500 Penalty: 895.392883
	Iteration 92Q: 3 clusters Score -798836.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -798837.812500 Penalty: 895.392883
	Iteration 93Q: 3 clusters Score -798837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -798838.000000 Penalty: 895.392883
	Iteration 94Q: 3 clusters Score -798838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -798838.000000 Penalty: 895.392883
	Iteration 95F: 3 clusters Score -798838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 3627 members 
Mstep: Class 4 contains 177677 members 
Mstep: Class 5 contains 15305 members 
Mstep: Class 6 contains 7045 members 
Mstep: Class 7 contains 13075 members 
Mstep: Class 8 contains 2102 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8751 members 
Mstep: Class 11 contains 6891 members 
Mstep: Class 12 contains 28338 members 
Mstep: Class 13 contains 7227 members 
Mstep: Class 14 contains 7503 members 
Mstep: Class 15 contains 253238 members 
Mstep: Class 16 contains 45348 members 
Mstep: Class 17 contains 1206 members 
Mstep: Class 18 contains 2983 members 
Mstep: Class 19 contains 8698 members 
Mstep: Class 20 contains 881 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 53552 members 
Mstep: Class 23 contains 25947 members 
Mstep: Class 24 contains 6218 members 
Mstep: Class 25 contains 406 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 2952 members 
Mstep: Class 28 contains 3876 members 
Mstep: Class 29 contains 13023 members 
Mstep: Class 30 contains 17152 members 
Entering Unmasked Estep 
Score: -28279692.000000 Penalty: 18428.589844
Splitting cluster 21 changes total score from -28258972.000000 to -28279692.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 23 (25947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Entering Unmasked Estep 
Score: -972680.187500 Penalty: 462.453430
	Iteration 0F: 2 clusters Score -972680.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -955634.062500 Penalty: 924.906860
	Iteration 0F: 3 clusters Score -955634.1 nChanged 12385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -965978.312500 Penalty: 924.906860
	Iteration 1F: 3 clusters Score -965978.3 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -967631.187500 Penalty: 924.906860
	Iteration 2F: 3 clusters Score -967631.2 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -968640.187500 Penalty: 924.906860
	Iteration 3F: 3 clusters Score -968640.2 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -969142.000000 Penalty: 924.906860
	Iteration 4Q: 3 clusters Score -969142 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -969467.687500 Penalty: 924.906860
	Iteration 5Q: 3 clusters Score -969467.7 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -969778.000000 Penalty: 924.906860
	Iteration 6Q: 3 clusters Score -969778 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -970130.437500 Penalty: 924.906860
	Iteration 7Q: 3 clusters Score -970130.4 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -970530.562500 Penalty: 924.906860
	Iteration 8Q: 3 clusters Score -970530.6 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -970939.000000 Penalty: 924.906860
	Iteration 9Q: 3 clusters Score -970939 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -971328.437500 Penalty: 924.906860
	Iteration 10Q: 3 clusters Score -971328.4 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -971692.875000 Penalty: 924.906860
	Iteration 11Q: 3 clusters Score -971692.9 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -971997.750000 Penalty: 924.906860
	Iteration 12Q: 3 clusters Score -971997.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -972239.562500 Penalty: 924.906860
	Iteration 13Q: 3 clusters Score -972239.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -972450.875000 Penalty: 924.906860
	Iteration 14Q: 3 clusters Score -972450.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -972637.875000 Penalty: 924.906860
	Iteration 15Q: 3 clusters Score -972637.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -972763.750000 Penalty: 924.906860
	Iteration 16Q: 3 clusters Score -972763.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -972856.562500 Penalty: 924.906860
	Iteration 17Q: 3 clusters Score -972856.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -972908.687500 Penalty: 924.906860
	Iteration 18Q: 3 clusters Score -972908.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -972964.312500 Penalty: 924.906860
	Iteration 19Q: 3 clusters Score -972964.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -973016.687500 Penalty: 924.906860
	Iteration 20F: 3 clusters Score -973016.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -973048.000000 Penalty: 924.906860
	Iteration 21Q: 3 clusters Score -973048 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -973077.187500 Penalty: 924.906860
	Iteration 22Q: 3 clusters Score -973077.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -973103.937500 Penalty: 924.906860
	Iteration 23Q: 3 clusters Score -973103.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -973122.062500 Penalty: 924.906860
	Iteration 24Q: 3 clusters Score -973122.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -973133.437500 Penalty: 924.906860
	Iteration 25Q: 3 clusters Score -973133.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -973137.750000 Penalty: 924.906860
	Iteration 26Q: 3 clusters Score -973137.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -973147.250000 Penalty: 924.906860
	Iteration 27Q: 3 clusters Score -973147.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -973152.937500 Penalty: 924.906860
	Iteration 28Q: 3 clusters Score -973152.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -973156.687500 Penalty: 924.906860
	Iteration 29Q: 3 clusters Score -973156.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -973163.312500 Penalty: 924.906860
	Iteration 30Q: 3 clusters Score -973163.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -973171.125000 Penalty: 924.906860
	Iteration 31Q: 3 clusters Score -973171.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -973176.125000 Penalty: 924.906860
	Iteration 32Q: 3 clusters Score -973176.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -973179.312500 Penalty: 924.906860
	Iteration 33Q: 3 clusters Score -973179.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -973178.187500 Penalty: 924.906860
	Iteration 34Q: 3 clusters Score -973178.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -973181.187500 Penalty: 924.906860
	Iteration 35Q: 3 clusters Score -973181.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -973181.437500 Penalty: 924.906860
	Iteration 36Q: 3 clusters Score -973181.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -973189.250000 Penalty: 924.906860
	Iteration 37Q: 3 clusters Score -973189.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -973195.750000 Penalty: 924.906860
	Iteration 38Q: 3 clusters Score -973195.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -973200.687500 Penalty: 924.906860
	Iteration 39Q: 3 clusters Score -973200.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -973204.937500 Penalty: 924.906860
	Iteration 40F: 3 clusters Score -973204.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -973208.062500 Penalty: 924.906860
	Iteration 41Q: 3 clusters Score -973208.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -973208.062500 Penalty: 924.906860
	Iteration 42Q: 3 clusters Score -973208.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -973208.562500 Penalty: 924.906860
	Iteration 43Q: 3 clusters Score -973208.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -973210.125000 Penalty: 924.906860
	Iteration 44Q: 3 clusters Score -973210.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -973211.375000 Penalty: 924.906860
	Iteration 45Q: 3 clusters Score -973211.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -973213.750000 Penalty: 924.906860
	Iteration 46Q: 3 clusters Score -973213.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -973212.312500 Penalty: 924.906860
	Iteration 47Q: 3 clusters Score -973212.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -973212.375000 Penalty: 924.906860
	Iteration 48Q: 3 clusters Score -973212.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -973214.687500 Penalty: 924.906860
	Iteration 49Q: 3 clusters Score -973214.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -973216.125000 Penalty: 924.906860
	Iteration 50Q: 3 clusters Score -973216.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -973216.812500 Penalty: 924.906860
	Iteration 51Q: 3 clusters Score -973216.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -973216.625000 Penalty: 924.906860
	Iteration 52Q: 3 clusters Score -973216.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -973216.562500 Penalty: 924.906860
	Iteration 53Q: 3 clusters Score -973216.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -973216.312500 Penalty: 924.906860
	Iteration 54Q: 3 clusters Score -973216.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -973215.562500 Penalty: 924.906860
	Iteration 55Q: 3 clusters Score -973215.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -973215.562500 Penalty: 924.906860
	Iteration 56F: 3 clusters Score -973215.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 3627 members 
Mstep: Class 4 contains 177677 members 
Mstep: Class 5 contains 15305 members 
Mstep: Class 6 contains 7045 members 
Mstep: Class 7 contains 13075 members 
Mstep: Class 8 contains 2102 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8751 members 
Mstep: Class 11 contains 6891 members 
Mstep: Class 12 contains 28338 members 
Mstep: Class 13 contains 7227 members 
Mstep: Class 14 contains 7503 members 
Mstep: Class 15 contains 253238 members 
Mstep: Class 16 contains 45348 members 
Mstep: Class 17 contains 1206 members 
Mstep: Class 18 contains 2983 members 
Mstep: Class 19 contains 8698 members 
Mstep: Class 20 contains 881 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 53552 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 6218 members 
Mstep: Class 25 contains 406 members 
Mstep: Class 26 contains 1347 members 
Mstep: Class 27 contains 2952 members 
Mstep: Class 28 contains 3876 members 
Mstep: Class 29 contains 13023 members 
Mstep: Class 30 contains 17152 members 
Mstep: Class 31 contains 24884 members 
Entering Unmasked Estep 
Score: -28280206.000000 Penalty: 19042.875000
Splitting cluster 23 changes total score from -28258972.000000 to -28280206.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 24 (6218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Entering Unmasked Estep 
Score: -214160.625000 Penalty: 397.451782
	Iteration 0F: 2 clusters Score -214160.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -209958.656250 Penalty: 794.903564
	Iteration 0F: 3 clusters Score -209958.7 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -211727.296875 Penalty: 794.903564
	Iteration 1F: 3 clusters Score -211727.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -211952.078125 Penalty: 794.903564
	Iteration 2F: 3 clusters Score -211952.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -212161.406250 Penalty: 794.903564
	Iteration 3F: 3 clusters Score -212161.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -212484.046875 Penalty: 794.903564
	Iteration 4F: 3 clusters Score -212484 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -212959.546875 Penalty: 794.903564
	Iteration 5F: 3 clusters Score -212959.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -213482.250000 Penalty: 794.903564
	Iteration 6F: 3 clusters Score -213482.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -213752.687500 Penalty: 794.903564
	Iteration 7F: 3 clusters Score -213752.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -213860.328125 Penalty: 794.903564
	Iteration 8Q: 3 clusters Score -213860.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -213912.109375 Penalty: 794.903564
	Iteration 9Q: 3 clusters Score -213912.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -213945.562500 Penalty: 794.903564
	Iteration 10Q: 3 clusters Score -213945.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -213979.375000 Penalty: 794.903564
	Iteration 11Q: 3 clusters Score -213979.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -214015.968750 Penalty: 794.903564
	Iteration 12Q: 3 clusters Score -214016 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -214047.578125 Penalty: 794.903564
	Iteration 13Q: 3 clusters Score -214047.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -214075.375000 Penalty: 794.903564
	Iteration 14Q: 3 clusters Score -214075.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -214091.625000 Penalty: 794.903564
	Iteration 15Q: 3 clusters Score -214091.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -214100.984375 Penalty: 794.903564
	Iteration 16Q: 3 clusters Score -214101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -214108.906250 Penalty: 794.903564
	Iteration 17Q: 3 clusters Score -214108.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -214113.828125 Penalty: 794.903564
	Iteration 18Q: 3 clusters Score -214113.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -214116.625000 Penalty: 794.903564
	Iteration 19Q: 3 clusters Score -214116.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -214118.703125 Penalty: 794.903564
	Iteration 20F: 3 clusters Score -214118.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -214119.390625 Penalty: 794.903564
	Iteration 21Q: 3 clusters Score -214119.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -214120.093750 Penalty: 794.903564
	Iteration 22Q: 3 clusters Score -214120.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -214120.046875 Penalty: 794.903564
	Iteration 23Q: 3 clusters Score -214120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -214121.406250 Penalty: 794.903564
	Iteration 24Q: 3 clusters Score -214121.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -214122.828125 Penalty: 794.903564
	Iteration 25Q: 3 clusters Score -214122.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -214122.796875 Penalty: 794.903564
	Iteration 26Q: 3 clusters Score -214122.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -214124.843750 Penalty: 794.903564
	Iteration 27Q: 3 clusters Score -214124.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -214127.593750 Penalty: 794.903564
	Iteration 28Q: 3 clusters Score -214127.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -214129.109375 Penalty: 794.903564
	Iteration 29Q: 3 clusters Score -214129.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -214131.750000 Penalty: 794.903564
	Iteration 30Q: 3 clusters Score -214131.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -214134.375000 Penalty: 794.903564
	Iteration 31Q: 3 clusters Score -214134.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -214136.437500 Penalty: 794.903564
	Iteration 32Q: 3 clusters Score -214136.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -214137.468750 Penalty: 794.903564
	Iteration 33Q: 3 clusters Score -214137.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -214138.187500 Penalty: 794.903564
	Iteration 34Q: 3 clusters Score -214138.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -214138.859375 Penalty: 794.903564
	Iteration 35Q: 3 clusters Score -214138.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -214139.968750 Penalty: 794.903564
	Iteration 36Q: 3 clusters Score -214140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -214140.171875 Penalty: 794.903564
	Iteration 37Q: 3 clusters Score -214140.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -214141.250000 Penalty: 794.903564
	Iteration 38Q: 3 clusters Score -214141.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -214141.453125 Penalty: 794.903564
	Iteration 39Q: 3 clusters Score -214141.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -214142.531250 Penalty: 794.903564
	Iteration 40F: 3 clusters Score -214142.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -214142.843750 Penalty: 794.903564
	Iteration 41Q: 3 clusters Score -214142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -214142.875000 Penalty: 794.903564
	Iteration 42Q: 3 clusters Score -214142.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -214143.281250 Penalty: 794.903564
	Iteration 43Q: 3 clusters Score -214143.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -214143.734375 Penalty: 794.903564
	Iteration 44Q: 3 clusters Score -214143.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -214144.062500 Penalty: 794.903564
	Iteration 45Q: 3 clusters Score -214144.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -214144.062500 Penalty: 794.903564
	Iteration 46F: 3 clusters Score -214144.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 3627 members 
Mstep: Class 4 contains 177677 members 
Mstep: Class 5 contains 15305 members 
Mstep: Class 6 contains 7045 members 
Mstep: Class 8 contains 2102 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8751 members 
Mstep: Class 11 contains 6891 members 
Mstep: Class 12 contains 28338 members 
Mstep: Class 13 contains 7227 members 
Mstep: Class 14 contains 7503 members 
Mstep: Class 15 contains 253238 members 
Mstep: Class 16 contains 45348 members 
Mstep: Class 17 contains 1206 members 
Mstep: Class 19 contains 8698 members 
Mstep: Class 20 contains 881 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 6218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28291954.000000 Penalty: 19042.875000
Iteration 39Q: 32 clusters Score -2.829195e+07 nChanged 21629
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 3610 members 
Mstep: Class 4 contains 175463 members 
Mstep: Class 5 contains 15392 members 
Mstep: Class 6 contains 7472 members 
Mstep: Class 7 contains 12563 members 
Mstep: Class 8 contains 2204 members 
Mstep: Class 9 contains 3662 members 
Mstep: Class 10 contains 8662 members 
Mstep: Class 11 contains 6933 members 
Mstep: Class 12 contains 28440 members 
Mstep: Class 13 contains 7278 members 
Mstep: Class 14 contains 7385 members 
Mstep: Class 15 contains 259755 members 
Mstep: Class 16 contains 46811 members 
Mstep: Class 17 contains 1231 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 8484 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 1864 members 
Mstep: Class 22 contains 49482 members 
Mstep: Class 23 contains 1185 members 
Mstep: Class 24 contains 6355 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 1305 members 
Mstep: Class 27 contains 2914 members 
Mstep: Class 28 contains 3875 members 
Mstep: Class 29 contains 13010 members 
Mstep: Class 30 contains 16019 members 
Mstep: Class 31 contains 24725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28301094.000000 Penalty: 19042.875000
Iteration 40F: 32 clusters Score -2.830109e+07 nChanged 15137
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1470 members 
Mstep: Class 3 contains 3547 members 
Mstep: Class 4 contains 173162 members 
Mstep: Class 5 contains 15343 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 12567 members 
Mstep: Class 8 contains 2474 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 8469 members 
Mstep: Class 11 contains 6913 members 
Mstep: Class 12 contains 28340 members 
Mstep: Class 13 contains 7063 members 
Mstep: Class 14 contains 7368 members 
Mstep: Class 15 contains 265218 members 
Mstep: Class 16 contains 48194 members 
Mstep: Class 17 contains 1237 members 
Mstep: Class 18 contains 2797 members 
Mstep: Class 19 contains 8215 members 
Mstep: Class 20 contains 981 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 45804 members 
Mstep: Class 23 contains 1244 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 461 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 3062 members 
Mstep: Class 28 contains 3878 members 
Mstep: Class 29 contains 13018 members 
Mstep: Class 30 contains 15739 members 
Mstep: Class 31 contains 24895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28305666.000000 Penalty: 19042.875000
Iteration 41Q: 32 clusters Score -2.830567e+07 nChanged 11612
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 3523 members 
Mstep: Class 4 contains 171349 members 
Mstep: Class 5 contains 15305 members 
Mstep: Class 6 contains 8116 members 
Mstep: Class 7 contains 12528 members 
Mstep: Class 8 contains 2685 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 8327 members 
Mstep: Class 11 contains 6879 members 
Mstep: Class 12 contains 28295 members 
Mstep: Class 13 contains 6856 members 
Mstep: Class 14 contains 7315 members 
Mstep: Class 15 contains 270217 members 
Mstep: Class 16 contains 49447 members 
Mstep: Class 17 contains 1243 members 
Mstep: Class 18 contains 2752 members 
Mstep: Class 19 contains 7851 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 2215 members 
Mstep: Class 22 contains 42424 members 
Mstep: Class 23 contains 1267 members 
Mstep: Class 24 contains 5988 members 
Mstep: Class 25 contains 460 members 
Mstep: Class 26 contains 1263 members 
Mstep: Class 27 contains 3139 members 
Mstep: Class 28 contains 3879 members 
Mstep: Class 29 contains 13040 members 
Mstep: Class 30 contains 15503 members 
Mstep: Class 31 contains 25076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28309224.000000 Penalty: 19042.875000
Iteration 42Q: 32 clusters Score -2.830922e+07 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1483 members 
Mstep: Class 3 contains 3508 members 
Mstep: Class 4 contains 169806 members 
Mstep: Class 5 contains 15282 members 
Mstep: Class 6 contains 8272 members 
Mstep: Class 7 contains 12496 members 
Mstep: Class 8 contains 2883 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8218 members 
Mstep: Class 11 contains 6862 members 
Mstep: Class 12 contains 28265 members 
Mstep: Class 13 contains 6655 members 
Mstep: Class 14 contains 7245 members 
Mstep: Class 15 contains 274752 members 
Mstep: Class 16 contains 50573 members 
Mstep: Class 17 contains 1246 members 
Mstep: Class 18 contains 2721 members 
Mstep: Class 19 contains 7407 members 
Mstep: Class 20 contains 991 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 39368 members 
Mstep: Class 23 contains 1284 members 
Mstep: Class 24 contains 5808 members 
Mstep: Class 25 contains 457 members 
Mstep: Class 26 contains 1261 members 
Mstep: Class 27 contains 3210 members 
Mstep: Class 28 contains 3881 members 
Mstep: Class 29 contains 13063 members 
Mstep: Class 30 contains 15358 members 
Mstep: Class 31 contains 25259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28312278.000000 Penalty: 19042.875000
Iteration 43Q: 32 clusters Score -2.831228e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1483 members 
Mstep: Class 3 contains 3486 members 
Mstep: Class 4 contains 168505 members 
Mstep: Class 5 contains 15268 members 
Mstep: Class 6 contains 8337 members 
Mstep: Class 7 contains 12471 members 
Mstep: Class 8 contains 3074 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8115 members 
Mstep: Class 11 contains 6827 members 
Mstep: Class 12 contains 28227 members 
Mstep: Class 13 contains 6443 members 
Mstep: Class 14 contains 7148 members 
Mstep: Class 15 contains 278748 members 
Mstep: Class 16 contains 51552 members 
Mstep: Class 17 contains 1246 members 
Mstep: Class 18 contains 2695 members 
Mstep: Class 19 contains 6968 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 36703 members 
Mstep: Class 23 contains 1298 members 
Mstep: Class 24 contains 5633 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 1260 members 
Mstep: Class 27 contains 3258 members 
Mstep: Class 28 contains 3887 members 
Mstep: Class 29 contains 13079 members 
Mstep: Class 30 contains 15344 members 
Mstep: Class 31 contains 25456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28314476.000000 Penalty: 19042.875000
Iteration 44Q: 32 clusters Score -2.831448e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1485 members 
Mstep: Class 3 contains 3468 members 
Mstep: Class 4 contains 167371 members 
Mstep: Class 5 contains 15243 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 12446 members 
Mstep: Class 8 contains 3237 members 
Mstep: Class 9 contains 3661 members 
Mstep: Class 10 contains 8013 members 
Mstep: Class 11 contains 6796 members 
Mstep: Class 12 contains 28169 members 
Mstep: Class 13 contains 6227 members 
Mstep: Class 14 contains 7025 members 
Mstep: Class 15 contains 282362 members 
Mstep: Class 16 contains 52383 members 
Mstep: Class 17 contains 1244 members 
Mstep: Class 18 contains 2668 members 
Mstep: Class 19 contains 6493 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 2669 members 
Mstep: Class 22 contains 34347 members 
Mstep: Class 23 contains 1306 members 
Mstep: Class 24 contains 5489 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 3301 members 
Mstep: Class 28 contains 3895 members 
Mstep: Class 29 contains 13090 members 
Mstep: Class 30 contains 15431 members 
Mstep: Class 31 contains 25661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28316394.000000 Penalty: 19042.875000
Iteration 45Q: 32 clusters Score -2.831639e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1479 members 
Mstep: Class 3 contains 3451 members 
Mstep: Class 4 contains 166417 members 
Mstep: Class 5 contains 15205 members 
Mstep: Class 6 contains 8310 members 
Mstep: Class 7 contains 12416 members 
Mstep: Class 8 contains 3387 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 7922 members 
Mstep: Class 11 contains 6755 members 
Mstep: Class 12 contains 28110 members 
Mstep: Class 13 contains 6028 members 
Mstep: Class 14 contains 6891 members 
Mstep: Class 15 contains 285678 members 
Mstep: Class 16 contains 53096 members 
Mstep: Class 17 contains 1248 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 19 contains 6043 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 2807 members 
Mstep: Class 22 contains 32184 members 
Mstep: Class 23 contains 1306 members 
Mstep: Class 24 contains 5340 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 3341 members 
Mstep: Class 28 contains 3902 members 
Mstep: Class 29 contains 13103 members 
Mstep: Class 30 contains 15573 members 
Mstep: Class 31 contains 25859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28318324.000000 Penalty: 19042.875000
Iteration 46Q: 32 clusters Score -2.831832e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 3438 members 
Mstep: Class 4 contains 165583 members 
Mstep: Class 5 contains 15186 members 
Mstep: Class 6 contains 8260 members 
Mstep: Class 7 contains 12341 members 
Mstep: Class 8 contains 3509 members 
Mstep: Class 9 contains 3656 members 
Mstep: Class 10 contains 7845 members 
Mstep: Class 11 contains 6688 members 
Mstep: Class 12 contains 28038 members 
Mstep: Class 13 contains 5811 members 
Mstep: Class 14 contains 6786 members 
Mstep: Class 15 contains 288636 members 
Mstep: Class 16 contains 53734 members 
Mstep: Class 17 contains 1243 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 2962 members 
Mstep: Class 22 contains 30240 members 
Mstep: Class 23 contains 1310 members 
Mstep: Class 24 contains 5202 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 3369 members 
Mstep: Class 28 contains 3913 members 
Mstep: Class 29 contains 13117 members 
Mstep: Class 30 contains 15786 members 
Mstep: Class 31 contains 26072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28319690.000000 Penalty: 19042.875000
Iteration 47Q: 32 clusters Score -2.831969e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 164915 members 
Mstep: Class 5 contains 15181 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 12292 members 
Mstep: Class 8 contains 3626 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 7769 members 
Mstep: Class 11 contains 6637 members 
Mstep: Class 12 contains 27982 members 
Mstep: Class 13 contains 5596 members 
Mstep: Class 14 contains 6651 members 
Mstep: Class 15 contains 291203 members 
Mstep: Class 16 contains 54257 members 
Mstep: Class 17 contains 1237 members 
Mstep: Class 18 contains 2593 members 
Mstep: Class 19 contains 5219 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 3110 members 
Mstep: Class 22 contains 28521 members 
Mstep: Class 23 contains 1302 members 
Mstep: Class 24 contains 5067 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 1295 members 
Mstep: Class 27 contains 3377 members 
Mstep: Class 28 contains 3921 members 
Mstep: Class 29 contains 13130 members 
Mstep: Class 30 contains 16019 members 
Mstep: Class 31 contains 26291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28321086.000000 Penalty: 19042.875000
Iteration 48Q: 32 clusters Score -2.832109e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1485 members 
Mstep: Class 3 contains 3424 members 
Mstep: Class 4 contains 164355 members 
Mstep: Class 5 contains 15182 members 
Mstep: Class 6 contains 8079 members 
Mstep: Class 7 contains 12248 members 
Mstep: Class 8 contains 3718 members 
Mstep: Class 9 contains 3659 members 
Mstep: Class 10 contains 7687 members 
Mstep: Class 11 contains 6575 members 
Mstep: Class 12 contains 27923 members 
Mstep: Class 13 contains 5394 members 
Mstep: Class 14 contains 6531 members 
Mstep: Class 15 contains 293526 members 
Mstep: Class 16 contains 54687 members 
Mstep: Class 17 contains 1232 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 4829 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 3247 members 
Mstep: Class 22 contains 26978 members 
Mstep: Class 23 contains 1297 members 
Mstep: Class 24 contains 4954 members 
Mstep: Class 25 contains 470 members 
Mstep: Class 26 contains 1303 members 
Mstep: Class 27 contains 3384 members 
Mstep: Class 28 contains 3930 members 
Mstep: Class 29 contains 13136 members 
Mstep: Class 30 contains 16314 members 
Mstep: Class 31 contains 26494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28322426.000000 Penalty: 19042.875000
Iteration 49Q: 32 clusters Score -2.832243e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 3419 members 
Mstep: Class 4 contains 163943 members 
Mstep: Class 5 contains 15184 members 
Mstep: Class 6 contains 7970 members 
Mstep: Class 7 contains 12188 members 
Mstep: Class 8 contains 3809 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 7602 members 
Mstep: Class 11 contains 6519 members 
Mstep: Class 12 contains 27864 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 6400 members 
Mstep: Class 15 contains 295502 members 
Mstep: Class 16 contains 55071 members 
Mstep: Class 17 contains 1226 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 4505 members 
Mstep: Class 20 contains 990 members 
Mstep: Class 21 contains 3363 members 
Mstep: Class 22 contains 25627 members 
Mstep: Class 23 contains 1283 members 
Mstep: Class 24 contains 4834 members 
Mstep: Class 25 contains 474 members 
Mstep: Class 26 contains 1309 members 
Mstep: Class 27 contains 3389 members 
Mstep: Class 28 contains 3937 members 
Mstep: Class 29 contains 13152 members 
Mstep: Class 30 contains 16644 members 
Mstep: Class 31 contains 26692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28323258.000000 Penalty: 19042.875000
Iteration 50Q: 32 clusters Score -2.832326e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 163607 members 
Mstep: Class 5 contains 15167 members 
Mstep: Class 6 contains 7864 members 
Mstep: Class 7 contains 12114 members 
Mstep: Class 8 contains 3870 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 7522 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 27823 members 
Mstep: Class 13 contains 5023 members 
Mstep: Class 14 contains 6253 members 
Mstep: Class 15 contains 297224 members 
Mstep: Class 16 contains 55362 members 
Mstep: Class 17 contains 1220 members 
Mstep: Class 18 contains 2537 members 
Mstep: Class 19 contains 4230 members 
Mstep: Class 20 contains 981 members 
Mstep: Class 21 contains 3489 members 
Mstep: Class 22 contains 24417 members 
Mstep: Class 23 contains 1276 members 
Mstep: Class 24 contains 4737 members 
Mstep: Class 25 contains 477 members 
Mstep: Class 26 contains 1314 members 
Mstep: Class 27 contains 3393 members 
Mstep: Class 28 contains 3944 members 
Mstep: Class 29 contains 13164 members 
Mstep: Class 30 contains 17003 members 
Mstep: Class 31 contains 26889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28324310.000000 Penalty: 19042.875000
Iteration 51Q: 32 clusters Score -2.832431e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1509 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 163346 members 
Mstep: Class 5 contains 15146 members 
Mstep: Class 6 contains 7768 members 
Mstep: Class 7 contains 12006 members 
Mstep: Class 8 contains 3925 members 
Mstep: Class 9 contains 3654 members 
Mstep: Class 10 contains 7466 members 
Mstep: Class 11 contains 6417 members 
Mstep: Class 12 contains 27791 members 
Mstep: Class 13 contains 4851 members 
Mstep: Class 14 contains 6104 members 
Mstep: Class 15 contains 298696 members 
Mstep: Class 16 contains 55620 members 
Mstep: Class 17 contains 1215 members 
Mstep: Class 18 contains 2526 members 
Mstep: Class 19 contains 4002 members 
Mstep: Class 20 contains 975 members 
Mstep: Class 21 contains 3619 members 
Mstep: Class 22 contains 23347 members 
Mstep: Class 23 contains 1250 members 
Mstep: Class 24 contains 4657 members 
Mstep: Class 25 contains 482 members 
Mstep: Class 26 contains 1317 members 
Mstep: Class 27 contains 3395 members 
Mstep: Class 28 contains 3949 members 
Mstep: Class 29 contains 13180 members 
Mstep: Class 30 contains 17353 members 
Mstep: Class 31 contains 27088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28325428.000000 Penalty: 19042.875000
Iteration 52Q: 32 clusters Score -2.832543e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1519 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 163149 members 
Mstep: Class 5 contains 15119 members 
Mstep: Class 6 contains 7659 members 
Mstep: Class 7 contains 11899 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 7409 members 
Mstep: Class 11 contains 6377 members 
Mstep: Class 12 contains 27749 members 
Mstep: Class 13 contains 4686 members 
Mstep: Class 14 contains 5957 members 
Mstep: Class 15 contains 299898 members 
Mstep: Class 16 contains 55858 members 
Mstep: Class 17 contains 1215 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 3781 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 3747 members 
Mstep: Class 22 contains 22470 members 
Mstep: Class 23 contains 1223 members 
Mstep: Class 24 contains 4572 members 
Mstep: Class 25 contains 488 members 
Mstep: Class 26 contains 1320 members 
Mstep: Class 27 contains 3406 members 
Mstep: Class 28 contains 3951 members 
Mstep: Class 29 contains 13203 members 
Mstep: Class 30 contains 17763 members 
Mstep: Class 31 contains 27275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28326178.000000 Penalty: 19042.875000
Iteration 53Q: 32 clusters Score -2.832618e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1531 members 
Mstep: Class 3 contains 3373 members 
Mstep: Class 4 contains 163014 members 
Mstep: Class 5 contains 15090 members 
Mstep: Class 6 contains 7548 members 
Mstep: Class 7 contains 11754 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 3648 members 
Mstep: Class 10 contains 7362 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 27705 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 5824 members 
Mstep: Class 15 contains 300980 members 
Mstep: Class 16 contains 56046 members 
Mstep: Class 17 contains 1215 members 
Mstep: Class 18 contains 2502 members 
Mstep: Class 19 contains 3573 members 
Mstep: Class 20 contains 953 members 
Mstep: Class 21 contains 3884 members 
Mstep: Class 22 contains 21632 members 
Mstep: Class 23 contains 1197 members 
Mstep: Class 24 contains 4503 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 1325 members 
Mstep: Class 27 contains 3420 members 
Mstep: Class 28 contains 3953 members 
Mstep: Class 29 contains 13231 members 
Mstep: Class 30 contains 18187 members 
Mstep: Class 31 contains 27441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327172.000000 Penalty: 19042.875000
Iteration 54Q: 32 clusters Score -2.832717e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1540 members 
Mstep: Class 3 contains 3358 members 
Mstep: Class 4 contains 162979 members 
Mstep: Class 5 contains 15068 members 
Mstep: Class 6 contains 7425 members 
Mstep: Class 7 contains 11572 members 
Mstep: Class 8 contains 3979 members 
Mstep: Class 9 contains 3647 members 
Mstep: Class 10 contains 7319 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 27652 members 
Mstep: Class 13 contains 4385 members 
Mstep: Class 14 contains 5735 members 
Mstep: Class 15 contains 301847 members 
Mstep: Class 16 contains 56221 members 
Mstep: Class 17 contains 1215 members 
Mstep: Class 18 contains 2484 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 956 members 
Mstep: Class 21 contains 4018 members 
Mstep: Class 22 contains 20872 members 
Mstep: Class 23 contains 1178 members 
Mstep: Class 24 contains 4457 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 3442 members 
Mstep: Class 28 contains 3953 members 
Mstep: Class 29 contains 13249 members 
Mstep: Class 30 contains 18612 members 
Mstep: Class 31 contains 27599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327980.000000 Penalty: 19042.875000
Iteration 55Q: 32 clusters Score -2.832798e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1548 members 
Mstep: Class 3 contains 3332 members 
Mstep: Class 4 contains 162940 members 
Mstep: Class 5 contains 15026 members 
Mstep: Class 6 contains 7308 members 
Mstep: Class 7 contains 11406 members 
Mstep: Class 8 contains 3979 members 
Mstep: Class 9 contains 3646 members 
Mstep: Class 10 contains 7279 members 
Mstep: Class 11 contains 6289 members 
Mstep: Class 12 contains 27600 members 
Mstep: Class 13 contains 4256 members 
Mstep: Class 14 contains 5661 members 
Mstep: Class 15 contains 302623 members 
Mstep: Class 16 contains 56365 members 
Mstep: Class 17 contains 1216 members 
Mstep: Class 18 contains 2467 members 
Mstep: Class 19 contains 3224 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 4159 members 
Mstep: Class 22 contains 20185 members 
Mstep: Class 23 contains 1159 members 
Mstep: Class 24 contains 4431 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 1342 members 
Mstep: Class 27 contains 3469 members 
Mstep: Class 28 contains 3953 members 
Mstep: Class 29 contains 13258 members 
Mstep: Class 30 contains 19032 members 
Mstep: Class 31 contains 27744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28328710.000000 Penalty: 19042.875000
Iteration 56Q: 32 clusters Score -2.832871e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1553 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 162946 members 
Mstep: Class 5 contains 14976 members 
Mstep: Class 6 contains 7185 members 
Mstep: Class 7 contains 11247 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 3646 members 
Mstep: Class 10 contains 7249 members 
Mstep: Class 11 contains 6264 members 
Mstep: Class 12 contains 27562 members 
Mstep: Class 13 contains 4134 members 
Mstep: Class 14 contains 5589 members 
Mstep: Class 15 contains 303217 members 
Mstep: Class 16 contains 56491 members 
Mstep: Class 17 contains 1218 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 3055 members 
Mstep: Class 20 contains 958 members 
Mstep: Class 21 contains 4299 members 
Mstep: Class 22 contains 19618 members 
Mstep: Class 23 contains 1144 members 
Mstep: Class 24 contains 4425 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 1365 members 
Mstep: Class 27 contains 3487 members 
Mstep: Class 28 contains 3953 members 
Mstep: Class 29 contains 13265 members 
Mstep: Class 30 contains 19455 members 
Mstep: Class 31 contains 27876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28329324.000000 Penalty: 19042.875000
Iteration 57Q: 32 clusters Score -2.832932e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1551 members 
Mstep: Class 3 contains 3277 members 
Mstep: Class 4 contains 163005 members 
Mstep: Class 5 contains 14929 members 
Mstep: Class 6 contains 7054 members 
Mstep: Class 7 contains 11076 members 
Mstep: Class 8 contains 3980 members 
Mstep: Class 9 contains 3644 members 
Mstep: Class 10 contains 7209 members 
Mstep: Class 11 contains 6252 members 
Mstep: Class 12 contains 27530 members 
Mstep: Class 13 contains 4013 members 
Mstep: Class 14 contains 5542 members 
Mstep: Class 15 contains 303631 members 
Mstep: Class 16 contains 56588 members 
Mstep: Class 17 contains 1219 members 
Mstep: Class 18 contains 2438 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 4422 members 
Mstep: Class 22 contains 19096 members 
Mstep: Class 23 contains 1128 members 
Mstep: Class 24 contains 4410 members 
Mstep: Class 25 contains 505 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 3512 members 
Mstep: Class 28 contains 3953 members 
Mstep: Class 29 contains 13268 members 
Mstep: Class 30 contains 19921 members 
Mstep: Class 31 contains 28008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28329964.000000 Penalty: 19042.875000
Iteration 58Q: 32 clusters Score -2.832996e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1542 members 
Mstep: Class 3 contains 3245 members 
Mstep: Class 4 contains 163067 members 
Mstep: Class 5 contains 14880 members 
Mstep: Class 6 contains 6943 members 
Mstep: Class 7 contains 10935 members 
Mstep: Class 8 contains 3984 members 
Mstep: Class 9 contains 3643 members 
Mstep: Class 10 contains 7170 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 27491 members 
Mstep: Class 13 contains 3899 members 
Mstep: Class 14 contains 5531 members 
Mstep: Class 15 contains 303932 members 
Mstep: Class 16 contains 56690 members 
Mstep: Class 17 contains 1220 members 
Mstep: Class 18 contains 2427 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 20 contains 984 members 
Mstep: Class 21 contains 4525 members 
Mstep: Class 22 contains 18635 members 
Mstep: Class 23 contains 1108 members 
Mstep: Class 24 contains 4409 members 
Mstep: Class 25 contains 512 members 
Mstep: Class 26 contains 1402 members 
Mstep: Class 27 contains 3536 members 
Mstep: Class 28 contains 3953 members 
Mstep: Class 29 contains 13270 members 
Mstep: Class 30 contains 20394 members 
Mstep: Class 31 contains 28135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28330504.000000 Penalty: 19042.875000
Iteration 59Q: 32 clusters Score -2.83305e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1533 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 163131 members 
Mstep: Class 5 contains 14839 members 
Mstep: Class 6 contains 6836 members 
Mstep: Class 7 contains 10808 members 
Mstep: Class 8 contains 3972 members 
Mstep: Class 9 contains 3643 members 
Mstep: Class 10 contains 7132 members 
Mstep: Class 11 contains 6227 members 
Mstep: Class 12 contains 27457 members 
Mstep: Class 13 contains 3769 members 
Mstep: Class 14 contains 5516 members 
Mstep: Class 15 contains 304165 members 
Mstep: Class 16 contains 56781 members 
Mstep: Class 17 contains 1220 members 
Mstep: Class 18 contains 2422 members 
Mstep: Class 19 contains 2610 members 
Mstep: Class 20 contains 985 members 
Mstep: Class 21 contains 4612 members 
Mstep: Class 22 contains 18229 members 
Mstep: Class 23 contains 1094 members 
Mstep: Class 24 contains 4422 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 1420 members 
Mstep: Class 27 contains 3557 members 
Mstep: Class 28 contains 3953 members 
Mstep: Class 29 contains 13280 members 
Mstep: Class 30 contains 20891 members 
Mstep: Class 31 contains 28275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28331366.000000 Penalty: 19042.875000
Iteration 60F: 32 clusters Score -2.833137e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1523 members 
Mstep: Class 3 contains 3142 members 
Mstep: Class 4 contains 163174 members 
Mstep: Class 5 contains 14769 members 
Mstep: Class 6 contains 6706 members 
Mstep: Class 7 contains 10668 members 
Mstep: Class 8 contains 4002 members 
Mstep: Class 9 contains 3638 members 
Mstep: Class 10 contains 7097 members 
Mstep: Class 11 contains 6210 members 
Mstep: Class 12 contains 27401 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 5423 members 
Mstep: Class 15 contains 304261 members 
Mstep: Class 16 contains 56848 members 
Mstep: Class 17 contains 1230 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 4743 members 
Mstep: Class 22 contains 17915 members 
Mstep: Class 23 contains 1081 members 
Mstep: Class 24 contains 4399 members 
Mstep: Class 25 contains 524 members 
Mstep: Class 26 contains 1437 members 
Mstep: Class 27 contains 3573 members 
Mstep: Class 28 contains 3953 members 
Mstep: Class 29 contains 13290 members 
Mstep: Class 30 contains 21396 members 
Mstep: Class 31 contains 28376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28332040.000000 Penalty: 19042.875000
Iteration 61Q: 32 clusters Score -2.833204e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1517 members 
Mstep: Class 3 contains 3076 members 
Mstep: Class 4 contains 163214 members 
Mstep: Class 5 contains 14715 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 10516 members 
Mstep: Class 8 contains 4024 members 
Mstep: Class 9 contains 3632 members 
Mstep: Class 10 contains 7054 members 
Mstep: Class 11 contains 6192 members 
Mstep: Class 12 contains 27346 members 
Mstep: Class 13 contains 3622 members 
Mstep: Class 14 contains 5339 members 
Mstep: Class 15 contains 304347 members 
Mstep: Class 16 contains 56935 members 
Mstep: Class 17 contains 1239 members 
Mstep: Class 18 contains 2399 members 
Mstep: Class 19 contains 2577 members 
Mstep: Class 20 contains 1028 members 
Mstep: Class 21 contains 4847 members 
Mstep: Class 22 contains 17664 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 4380 members 
Mstep: Class 25 contains 531 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 3585 members 
Mstep: Class 28 contains 3958 members 
Mstep: Class 29 contains 13299 members 
Mstep: Class 30 contains 21887 members 
Mstep: Class 31 contains 28454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28332620.000000 Penalty: 19042.875000
Iteration 62Q: 32 clusters Score -2.833262e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1507 members 
Mstep: Class 3 contains 3007 members 
Mstep: Class 4 contains 163254 members 
Mstep: Class 5 contains 14658 members 
Mstep: Class 6 contains 6472 members 
Mstep: Class 7 contains 10358 members 
Mstep: Class 8 contains 4041 members 
Mstep: Class 9 contains 3629 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 11 contains 6177 members 
Mstep: Class 12 contains 27292 members 
Mstep: Class 13 contains 3564 members 
Mstep: Class 14 contains 5293 members 
Mstep: Class 15 contains 304321 members 
Mstep: Class 16 contains 57027 members 
Mstep: Class 17 contains 1241 members 
Mstep: Class 18 contains 2387 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 4963 members 
Mstep: Class 22 contains 17401 members 
Mstep: Class 23 contains 1054 members 
Mstep: Class 24 contains 4359 members 
Mstep: Class 25 contains 531 members 
Mstep: Class 26 contains 1469 members 
Mstep: Class 27 contains 3599 members 
Mstep: Class 28 contains 3970 members 
Mstep: Class 29 contains 13315 members 
Mstep: Class 30 contains 22428 members 
Mstep: Class 31 contains 28524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28333286.000000 Penalty: 19042.875000
Iteration 63Q: 32 clusters Score -2.833329e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 2941 members 
Mstep: Class 4 contains 163243 members 
Mstep: Class 5 contains 14587 members 
Mstep: Class 6 contains 6361 members 
Mstep: Class 7 contains 10231 members 
Mstep: Class 8 contains 4070 members 
Mstep: Class 9 contains 3627 members 
Mstep: Class 10 contains 6986 members 
Mstep: Class 11 contains 6162 members 
Mstep: Class 12 contains 27245 members 
Mstep: Class 13 contains 3512 members 
Mstep: Class 14 contains 5278 members 
Mstep: Class 15 contains 304277 members 
Mstep: Class 16 contains 57114 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 2372 members 
Mstep: Class 19 contains 2550 members 
Mstep: Class 20 contains 1071 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 17184 members 
Mstep: Class 23 contains 1039 members 
Mstep: Class 24 contains 4330 members 
Mstep: Class 25 contains 533 members 
Mstep: Class 26 contains 1481 members 
Mstep: Class 27 contains 3613 members 
Mstep: Class 28 contains 3978 members 
Mstep: Class 29 contains 13344 members 
Mstep: Class 30 contains 22982 members 
Mstep: Class 31 contains 28577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28333880.000000 Penalty: 19042.875000
Iteration 64Q: 32 clusters Score -2.833388e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 163219 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 6227 members 
Mstep: Class 7 contains 10120 members 
Mstep: Class 8 contains 4093 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 6949 members 
Mstep: Class 11 contains 6150 members 
Mstep: Class 12 contains 27215 members 
Mstep: Class 13 contains 3464 members 
Mstep: Class 14 contains 5311 members 
Mstep: Class 15 contains 304154 members 
Mstep: Class 16 contains 57183 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 2345 members 
Mstep: Class 19 contains 2514 members 
Mstep: Class 20 contains 1106 members 
Mstep: Class 21 contains 5156 members 
Mstep: Class 22 contains 17012 members 
Mstep: Class 23 contains 1028 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 544 members 
Mstep: Class 26 contains 1499 members 
Mstep: Class 27 contains 3628 members 
Mstep: Class 28 contains 3991 members 
Mstep: Class 29 contains 13360 members 
Mstep: Class 30 contains 23563 members 
Mstep: Class 31 contains 28624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28334560.000000 Penalty: 19042.875000
Iteration 65Q: 32 clusters Score -2.833456e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 163195 members 
Mstep: Class 5 contains 14444 members 
Mstep: Class 6 contains 6091 members 
Mstep: Class 7 contains 9999 members 
Mstep: Class 8 contains 4116 members 
Mstep: Class 9 contains 3623 members 
Mstep: Class 10 contains 6905 members 
Mstep: Class 11 contains 6135 members 
Mstep: Class 12 contains 27182 members 
Mstep: Class 13 contains 3421 members 
Mstep: Class 14 contains 5367 members 
Mstep: Class 15 contains 304006 members 
Mstep: Class 16 contains 57251 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 2501 members 
Mstep: Class 20 contains 1143 members 
Mstep: Class 21 contains 5241 members 
Mstep: Class 22 contains 16866 members 
Mstep: Class 23 contains 1021 members 
Mstep: Class 24 contains 4227 members 
Mstep: Class 25 contains 552 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 3630 members 
Mstep: Class 28 contains 4004 members 
Mstep: Class 29 contains 13385 members 
Mstep: Class 30 contains 24146 members 
Mstep: Class 31 contains 28662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28335192.000000 Penalty: 19042.875000
Iteration 66Q: 32 clusters Score -2.833519e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 3 contains 2765 members 
Mstep: Class 4 contains 163148 members 
Mstep: Class 5 contains 14365 members 
Mstep: Class 6 contains 5958 members 
Mstep: Class 7 contains 9879 members 
Mstep: Class 8 contains 4131 members 
Mstep: Class 9 contains 3625 members 
Mstep: Class 10 contains 6863 members 
Mstep: Class 11 contains 6127 members 
Mstep: Class 12 contains 27149 members 
Mstep: Class 13 contains 3388 members 
Mstep: Class 14 contains 5449 members 
Mstep: Class 15 contains 303859 members 
Mstep: Class 16 contains 57303 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 2316 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 1193 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 16745 members 
Mstep: Class 23 contains 1015 members 
Mstep: Class 24 contains 4159 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 1525 members 
Mstep: Class 27 contains 3634 members 
Mstep: Class 28 contains 4017 members 
Mstep: Class 29 contains 13402 members 
Mstep: Class 30 contains 24715 members 
Mstep: Class 31 contains 28685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28335728.000000 Penalty: 19042.875000
Iteration 67Q: 32 clusters Score -2.833573e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 2705 members 
Mstep: Class 4 contains 163081 members 
Mstep: Class 5 contains 14280 members 
Mstep: Class 6 contains 5825 members 
Mstep: Class 7 contains 9768 members 
Mstep: Class 8 contains 4140 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 6834 members 
Mstep: Class 11 contains 6142 members 
Mstep: Class 12 contains 27126 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 5515 members 
Mstep: Class 15 contains 303697 members 
Mstep: Class 16 contains 57347 members 
Mstep: Class 17 contains 1278 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 2532 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 22 contains 16649 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 4097 members 
Mstep: Class 25 contains 569 members 
Mstep: Class 26 contains 1532 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 4033 members 
Mstep: Class 29 contains 13425 members 
Mstep: Class 30 contains 25225 members 
Mstep: Class 31 contains 28707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28336052.000000 Penalty: 19042.875000
Iteration 68Q: 32 clusters Score -2.833605e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1470 members 
Mstep: Class 3 contains 2668 members 
Mstep: Class 4 contains 163044 members 
Mstep: Class 5 contains 14170 members 
Mstep: Class 6 contains 5697 members 
Mstep: Class 7 contains 9670 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 3623 members 
Mstep: Class 10 contains 6807 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 27102 members 
Mstep: Class 13 contains 3308 members 
Mstep: Class 14 contains 5583 members 
Mstep: Class 15 contains 303557 members 
Mstep: Class 16 contains 57397 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 2577 members 
Mstep: Class 20 contains 1297 members 
Mstep: Class 21 contains 5432 members 
Mstep: Class 22 contains 16550 members 
Mstep: Class 23 contains 989 members 
Mstep: Class 24 contains 4022 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 1540 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 13445 members 
Mstep: Class 30 contains 25706 members 
Mstep: Class 31 contains 28735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28336344.000000 Penalty: 19042.875000
Iteration 69Q: 32 clusters Score -2.833634e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1474 members 
Mstep: Class 3 contains 2648 members 
Mstep: Class 4 contains 163027 members 
Mstep: Class 5 contains 14083 members 
Mstep: Class 6 contains 5573 members 
Mstep: Class 7 contains 9571 members 
Mstep: Class 8 contains 4176 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 6780 members 
Mstep: Class 11 contains 6151 members 
Mstep: Class 12 contains 27077 members 
Mstep: Class 13 contains 3260 members 
Mstep: Class 14 contains 5647 members 
Mstep: Class 15 contains 303446 members 
Mstep: Class 16 contains 57441 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 2593 members 
Mstep: Class 20 contains 1320 members 
Mstep: Class 21 contains 5455 members 
Mstep: Class 22 contains 16440 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 24 contains 3975 members 
Mstep: Class 25 contains 576 members 
Mstep: Class 26 contains 1548 members 
Mstep: Class 27 contains 3664 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 13451 members 
Mstep: Class 30 contains 26161 members 
Mstep: Class 31 contains 28777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28336554.000000 Penalty: 19042.875000
Iteration 70Q: 32 clusters Score -2.833655e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1485 members 
Mstep: Class 3 contains 2636 members 
Mstep: Class 4 contains 162991 members 
Mstep: Class 5 contains 14012 members 
Mstep: Class 6 contains 5471 members 
Mstep: Class 7 contains 9460 members 
Mstep: Class 8 contains 4190 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 6759 members 
Mstep: Class 11 contains 6150 members 
Mstep: Class 12 contains 27066 members 
Mstep: Class 13 contains 3211 members 
Mstep: Class 14 contains 5729 members 
Mstep: Class 15 contains 303371 members 
Mstep: Class 16 contains 57496 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 18 contains 2297 members 
Mstep: Class 19 contains 2604 members 
Mstep: Class 20 contains 1344 members 
Mstep: Class 21 contains 5479 members 
Mstep: Class 22 contains 16291 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 3916 members 
Mstep: Class 25 contains 581 members 
Mstep: Class 26 contains 1550 members 
Mstep: Class 27 contains 3680 members 
Mstep: Class 28 contains 4067 members 
Mstep: Class 29 contains 13446 members 
Mstep: Class 30 contains 26589 members 
Mstep: Class 31 contains 28823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28336714.000000 Penalty: 19042.875000
Iteration 71Q: 32 clusters Score -2.833671e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1491 members 
Mstep: Class 3 contains 2625 members 
Mstep: Class 4 contains 162955 members 
Mstep: Class 5 contains 13943 members 
Mstep: Class 6 contains 5365 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 4197 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 6734 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 27054 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 5806 members 
Mstep: Class 15 contains 303288 members 
Mstep: Class 16 contains 57549 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 2616 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 5496 members 
Mstep: Class 22 contains 16167 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 3865 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 1556 members 
Mstep: Class 27 contains 3692 members 
Mstep: Class 28 contains 4074 members 
Mstep: Class 29 contains 13450 members 
Mstep: Class 30 contains 27005 members 
Mstep: Class 31 contains 28852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28336792.000000 Penalty: 19042.875000
Iteration 72Q: 32 clusters Score -2.833679e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 3 contains 2616 members 
Mstep: Class 4 contains 162928 members 
Mstep: Class 5 contains 13870 members 
Mstep: Class 6 contains 5263 members 
Mstep: Class 7 contains 9264 members 
Mstep: Class 8 contains 4197 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 27035 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 5872 members 
Mstep: Class 15 contains 303222 members 
Mstep: Class 16 contains 57600 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 2288 members 
Mstep: Class 19 contains 2629 members 
Mstep: Class 20 contains 1379 members 
Mstep: Class 21 contains 5507 members 
Mstep: Class 22 contains 16062 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 3831 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 1564 members 
Mstep: Class 27 contains 3706 members 
Mstep: Class 28 contains 4084 members 
Mstep: Class 29 contains 13452 members 
Mstep: Class 30 contains 27380 members 
Mstep: Class 31 contains 28874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28336890.000000 Penalty: 19042.875000
Iteration 73Q: 32 clusters Score -2.833689e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 2612 members 
Mstep: Class 4 contains 162917 members 
Mstep: Class 5 contains 13821 members 
Mstep: Class 6 contains 5177 members 
Mstep: Class 7 contains 9181 members 
Mstep: Class 8 contains 4197 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 6694 members 
Mstep: Class 11 contains 6171 members 
Mstep: Class 12 contains 27020 members 
Mstep: Class 13 contains 3121 members 
Mstep: Class 14 contains 5933 members 
Mstep: Class 15 contains 303155 members 
Mstep: Class 16 contains 57631 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 2282 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1398 members 
Mstep: Class 21 contains 5521 members 
Mstep: Class 22 contains 15951 members 
Mstep: Class 23 contains 974 members 
Mstep: Class 24 contains 3780 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 1571 members 
Mstep: Class 27 contains 3720 members 
Mstep: Class 28 contains 4098 members 
Mstep: Class 29 contains 13456 members 
Mstep: Class 30 contains 27754 members 
Mstep: Class 31 contains 28900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28336966.000000 Penalty: 19042.875000
Iteration 74Q: 32 clusters Score -2.833697e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1505 members 
Mstep: Class 3 contains 2608 members 
Mstep: Class 4 contains 162909 members 
Mstep: Class 5 contains 13784 members 
Mstep: Class 6 contains 5093 members 
Mstep: Class 7 contains 9097 members 
Mstep: Class 8 contains 4205 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 6656 members 
Mstep: Class 11 contains 6180 members 
Mstep: Class 12 contains 27001 members 
Mstep: Class 13 contains 3098 members 
Mstep: Class 14 contains 5989 members 
Mstep: Class 15 contains 303096 members 
Mstep: Class 16 contains 57677 members 
Mstep: Class 17 contains 1240 members 
Mstep: Class 18 contains 2273 members 
Mstep: Class 19 contains 2606 members 
Mstep: Class 20 contains 1413 members 
Mstep: Class 21 contains 5532 members 
Mstep: Class 22 contains 15809 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 3741 members 
Mstep: Class 25 contains 590 members 
Mstep: Class 26 contains 1580 members 
Mstep: Class 27 contains 3728 members 
Mstep: Class 28 contains 4111 members 
Mstep: Class 29 contains 13458 members 
Mstep: Class 30 contains 28137 members 
Mstep: Class 31 contains 28920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28337050.000000 Penalty: 19042.875000
Iteration 75Q: 32 clusters Score -2.833705e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1509 members 
Mstep: Class 3 contains 2606 members 
Mstep: Class 4 contains 162880 members 
Mstep: Class 5 contains 13748 members 
Mstep: Class 6 contains 5030 members 
Mstep: Class 7 contains 9024 members 
Mstep: Class 8 contains 4209 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 10 contains 6631 members 
Mstep: Class 11 contains 6197 members 
Mstep: Class 12 contains 26983 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6029 members 
Mstep: Class 15 contains 303031 members 
Mstep: Class 16 contains 57733 members 
Mstep: Class 17 contains 1231 members 
Mstep: Class 18 contains 2265 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 5551 members 
Mstep: Class 22 contains 15648 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 3715 members 
Mstep: Class 25 contains 589 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 3735 members 
Mstep: Class 28 contains 4121 members 
Mstep: Class 29 contains 13452 members 
Mstep: Class 30 contains 28516 members 
Mstep: Class 31 contains 28925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28337112.000000 Penalty: 19042.875000
Iteration 76Q: 32 clusters Score -2.833711e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 2601 members 
Mstep: Class 4 contains 162859 members 
Mstep: Class 5 contains 13717 members 
Mstep: Class 6 contains 4965 members 
Mstep: Class 7 contains 8961 members 
Mstep: Class 8 contains 4212 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 11 contains 6212 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 6055 members 
Mstep: Class 15 contains 302948 members 
Mstep: Class 16 contains 57786 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 2257 members 
Mstep: Class 19 contains 2579 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 5568 members 
Mstep: Class 22 contains 15517 members 
Mstep: Class 23 contains 967 members 
Mstep: Class 24 contains 3698 members 
Mstep: Class 25 contains 589 members 
Mstep: Class 26 contains 1590 members 
Mstep: Class 27 contains 3741 members 
Mstep: Class 28 contains 4126 members 
Mstep: Class 29 contains 13457 members 
Mstep: Class 30 contains 28888 members 
Mstep: Class 31 contains 28935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28337128.000000 Penalty: 19042.875000
Iteration 77Q: 32 clusters Score -2.833713e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1518 members 
Mstep: Class 3 contains 2601 members 
Mstep: Class 4 contains 162839 members 
Mstep: Class 5 contains 13696 members 
Mstep: Class 6 contains 4884 members 
Mstep: Class 7 contains 8891 members 
Mstep: Class 8 contains 4211 members 
Mstep: Class 9 contains 3627 members 
Mstep: Class 10 contains 6588 members 
Mstep: Class 11 contains 6216 members 
Mstep: Class 12 contains 26942 members 
Mstep: Class 13 contains 3066 members 
Mstep: Class 14 contains 6074 members 
Mstep: Class 15 contains 302881 members 
Mstep: Class 16 contains 57834 members 
Mstep: Class 17 contains 1225 members 
Mstep: Class 18 contains 2246 members 
Mstep: Class 19 contains 2569 members 
Mstep: Class 20 contains 1450 members 
Mstep: Class 21 contains 5587 members 
Mstep: Class 22 contains 15416 members 
Mstep: Class 23 contains 966 members 
Mstep: Class 24 contains 3691 members 
Mstep: Class 25 contains 589 members 
Mstep: Class 26 contains 1594 members 
Mstep: Class 27 contains 3745 members 
Mstep: Class 28 contains 4129 members 
Mstep: Class 29 contains 13465 members 
Mstep: Class 30 contains 29221 members 
Mstep: Class 31 contains 28938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28337192.000000 Penalty: 19042.875000
Iteration 78Q: 32 clusters Score -2.833719e+07 nChanged 1138
Entering ConstructFrom: 
Score: -28337192.000000 Penalty: 19042.875000
Entering ConstructFrom: 
Trying to split cluster 1 (3236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Entering Unmasked Estep 
Score: -123441.601562 Penalty: 367.735229
	Iteration 0F: 2 clusters Score -123441.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -121208.585938 Penalty: 735.470459
	Iteration 0F: 3 clusters Score -121208.6 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -122063.390625 Penalty: 735.470459
	Iteration 1F: 3 clusters Score -122063.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -122266.570312 Penalty: 735.470459
	Iteration 2F: 3 clusters Score -122266.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -122420.312500 Penalty: 735.470459
	Iteration 3F: 3 clusters Score -122420.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -122528.585938 Penalty: 735.470459
	Iteration 4F: 3 clusters Score -122528.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -122636.539062 Penalty: 735.470459
	Iteration 5Q: 3 clusters Score -122636.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -122731.484375 Penalty: 735.470459
	Iteration 6Q: 3 clusters Score -122731.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -122819.117188 Penalty: 735.470459
	Iteration 7Q: 3 clusters Score -122819.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -122906.906250 Penalty: 735.470459
	Iteration 8Q: 3 clusters Score -122906.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -122960.906250 Penalty: 735.470459
	Iteration 9Q: 3 clusters Score -122960.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -122992.828125 Penalty: 735.470459
	Iteration 10Q: 3 clusters Score -122992.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -123014.742188 Penalty: 735.470459
	Iteration 11Q: 3 clusters Score -123014.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -123029.937500 Penalty: 735.470459
	Iteration 12Q: 3 clusters Score -123029.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -123041.046875 Penalty: 735.470459
	Iteration 13Q: 3 clusters Score -123041 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -123050.960938 Penalty: 735.470459
	Iteration 14Q: 3 clusters Score -123051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -123055.414062 Penalty: 735.470459
	Iteration 15Q: 3 clusters Score -123055.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -123059.593750 Penalty: 735.470459
	Iteration 16Q: 3 clusters Score -123059.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -123063.937500 Penalty: 735.470459
	Iteration 17Q: 3 clusters Score -123063.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -123067.679688 Penalty: 735.470459
	Iteration 18Q: 3 clusters Score -123067.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -123070.164062 Penalty: 735.470459
	Iteration 19Q: 3 clusters Score -123070.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -123071.968750 Penalty: 735.470459
	Iteration 20F: 3 clusters Score -123072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -123073.078125 Penalty: 735.470459
	Iteration 21Q: 3 clusters Score -123073.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -123073.187500 Penalty: 735.470459
	Iteration 22Q: 3 clusters Score -123073.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -123073.710938 Penalty: 735.470459
	Iteration 23Q: 3 clusters Score -123073.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -123074.554688 Penalty: 735.470459
	Iteration 24Q: 3 clusters Score -123074.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -123075.546875 Penalty: 735.470459
	Iteration 25Q: 3 clusters Score -123075.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -123076.968750 Penalty: 735.470459
	Iteration 26Q: 3 clusters Score -123077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -123078.523438 Penalty: 735.470459
	Iteration 27Q: 3 clusters Score -123078.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -123079.726562 Penalty: 735.470459
	Iteration 28Q: 3 clusters Score -123079.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -123080.171875 Penalty: 735.470459
	Iteration 29Q: 3 clusters Score -123080.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -123080.585938 Penalty: 735.470459
	Iteration 30Q: 3 clusters Score -123080.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -123080.601562 Penalty: 735.470459
	Iteration 31Q: 3 clusters Score -123080.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -123080.671875 Penalty: 735.470459
	Iteration 32Q: 3 clusters Score -123080.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -123080.750000 Penalty: 735.470459
	Iteration 33Q: 3 clusters Score -123080.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -123080.632812 Penalty: 735.470459
	Iteration 34Q: 3 clusters Score -123080.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -123080.632812 Penalty: 735.470459
	Iteration 35F: 3 clusters Score -123080.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Entering Unmasked Estep 
Score: -60146.578125 Penalty: 333.414032
	Iteration 0F: 2 clusters Score -60146.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -59066.339844 Penalty: 666.828064
	Iteration 0F: 3 clusters Score -59066.34 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -59535.109375 Penalty: 666.828064
	Iteration 1F: 3 clusters Score -59535.11 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -59715.582031 Penalty: 666.828064
	Iteration 2F: 3 clusters Score -59715.58 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -59841.046875 Penalty: 666.828064
	Iteration 3F: 3 clusters Score -59841.05 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -59923.968750 Penalty: 666.828064
	Iteration 4F: 3 clusters Score -59923.97 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -59968.093750 Penalty: 666.828064
	Iteration 5Q: 3 clusters Score -59968.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -59990.660156 Penalty: 666.828064
	Iteration 6Q: 3 clusters Score -59990.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -60001.183594 Penalty: 666.828064
	Iteration 7Q: 3 clusters Score -60001.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -60010.171875 Penalty: 666.828064
	Iteration 8Q: 3 clusters Score -60010.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -60016.378906 Penalty: 666.828064
	Iteration 9Q: 3 clusters Score -60016.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -60020.148438 Penalty: 666.828064
	Iteration 10Q: 3 clusters Score -60020.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -60022.445312 Penalty: 666.828064
	Iteration 11Q: 3 clusters Score -60022.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -60024.195312 Penalty: 666.828064
	Iteration 12Q: 3 clusters Score -60024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -60024.976562 Penalty: 666.828064
	Iteration 13Q: 3 clusters Score -60024.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -60025.312500 Penalty: 666.828064
	Iteration 14Q: 3 clusters Score -60025.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -60025.695312 Penalty: 666.828064
	Iteration 15Q: 3 clusters Score -60025.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -60025.855469 Penalty: 666.828064
	Iteration 16Q: 3 clusters Score -60025.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -60026.203125 Penalty: 666.828064
	Iteration 17Q: 3 clusters Score -60026.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -60026.964844 Penalty: 666.828064
	Iteration 18Q: 3 clusters Score -60026.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -60029.394531 Penalty: 666.828064
	Iteration 19Q: 3 clusters Score -60029.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -60034.863281 Penalty: 666.828064
	Iteration 20F: 3 clusters Score -60034.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -60047.644531 Penalty: 666.828064
	Iteration 21Q: 3 clusters Score -60047.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -60063.562500 Penalty: 666.828064
	Iteration 22Q: 3 clusters Score -60063.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -60073.375000 Penalty: 666.828064
	Iteration 23Q: 3 clusters Score -60073.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -60080.039062 Penalty: 666.828064
	Iteration 24Q: 3 clusters Score -60080.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -60082.132812 Penalty: 666.828064
	Iteration 25Q: 3 clusters Score -60082.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -60085.085938 Penalty: 666.828064
	Iteration 26Q: 3 clusters Score -60085.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -60085.105469 Penalty: 666.828064
	Iteration 27Q: 3 clusters Score -60085.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -60085.105469 Penalty: 666.828064
	Iteration 28F: 3 clusters Score -60085.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Entering Unmasked Estep 
Score: -87367.312500 Penalty: 357.778656
	Iteration 0F: 2 clusters Score -87367.31 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 1307 members 
Entering Unmasked Estep 
Score: -85603.335938 Penalty: 715.557312
	Iteration 0F: 3 clusters Score -85603.34 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -86561.937500 Penalty: 715.557312
	Iteration 1F: 3 clusters Score -86561.94 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -86928.664062 Penalty: 715.557312
	Iteration 2F: 3 clusters Score -86928.66 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -87184.875000 Penalty: 715.557312
	Iteration 3F: 3 clusters Score -87184.88 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -87317.890625 Penalty: 715.557312
	Iteration 4F: 3 clusters Score -87317.89 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -87381.843750 Penalty: 715.557312
	Iteration 5Q: 3 clusters Score -87381.84 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -87422.500000 Penalty: 715.557312
	Iteration 6Q: 3 clusters Score -87422.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -87439.851562 Penalty: 715.557312
	Iteration 7Q: 3 clusters Score -87439.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -87456.179688 Penalty: 715.557312
	Iteration 8Q: 3 clusters Score -87456.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -87465.460938 Penalty: 715.557312
	Iteration 9Q: 3 clusters Score -87465.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -87469.937500 Penalty: 715.557312
	Iteration 10Q: 3 clusters Score -87469.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -87473.492188 Penalty: 715.557312
	Iteration 11Q: 3 clusters Score -87473.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -87476.531250 Penalty: 715.557312
	Iteration 12Q: 3 clusters Score -87476.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -87479.515625 Penalty: 715.557312
	Iteration 13Q: 3 clusters Score -87479.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -87483.054688 Penalty: 715.557312
	Iteration 14Q: 3 clusters Score -87483.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -87485.539062 Penalty: 715.557312
	Iteration 15Q: 3 clusters Score -87485.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -87486.914062 Penalty: 715.557312
	Iteration 16Q: 3 clusters Score -87486.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -87488.367188 Penalty: 715.557312
	Iteration 17Q: 3 clusters Score -87488.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -87488.921875 Penalty: 715.557312
	Iteration 18Q: 3 clusters Score -87488.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -87489.867188 Penalty: 715.557312
	Iteration 19Q: 3 clusters Score -87489.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -87492.656250 Penalty: 715.557312
	Iteration 20F: 3 clusters Score -87492.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -87495.281250 Penalty: 715.557312
	Iteration 21Q: 3 clusters Score -87495.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -87496.507812 Penalty: 715.557312
	Iteration 22Q: 3 clusters Score -87496.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -87496.585938 Penalty: 715.557312
	Iteration 23Q: 3 clusters Score -87496.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -87496.757812 Penalty: 715.557312
	Iteration 24Q: 3 clusters Score -87496.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -87496.968750 Penalty: 715.557312
	Iteration 25Q: 3 clusters Score -87496.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -87497.085938 Penalty: 715.557312
	Iteration 26Q: 3 clusters Score -87497.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -87497.085938 Penalty: 715.557312
	Iteration 27F: 3 clusters Score -87497.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 162831 members 
Mstep: Class 5 contains 13670 members 
Mstep: Class 6 contains 4800 members 
Mstep: Class 7 contains 8823 members 
Mstep: Class 8 contains 4208 members 
Mstep: Class 9 contains 3627 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 26930 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 6085 members 
Mstep: Class 15 contains 302785 members 
Mstep: Class 16 contains 57869 members 
Mstep: Class 17 contains 1222 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 1452 members 
Mstep: Class 21 contains 5608 members 
Mstep: Class 22 contains 15331 members 
Mstep: Class 23 contains 966 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 590 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 3751 members 
Mstep: Class 28 contains 4133 members 
Mstep: Class 29 contains 13469 members 
Mstep: Class 30 contains 29558 members 
Mstep: Class 31 contains 28953 members 
Mstep: Class 32 contains 941 members 
Entering Unmasked Estep 
Score: -28337312.000000 Penalty: 19657.162109
Splitting cluster 3 changes total score from -28337192.000000 to -28337312.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 4 (162831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162831 members 
Entering Unmasked Estep 
Score: -6752234.000000 Penalty: 546.021301
	Iteration 0F: 2 clusters Score -6752234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81320 members 
Mstep: Class 2 contains 81511 members 
Entering Unmasked Estep 
Score: -6641788.500000 Penalty: 1092.042603
	Iteration 0F: 3 clusters Score -6641788 nChanged 79791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83535 members 
Mstep: Class 2 contains 79296 members 
Entering Unmasked Estep 
Score: -6693544.500000 Penalty: 1092.042603
	Iteration 1F: 3 clusters Score -6693544 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84663 members 
Mstep: Class 2 contains 78168 members 
Entering Unmasked Estep 
Score: -6696922.000000 Penalty: 1092.042603
	Iteration 2F: 3 clusters Score -6696922 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 77175 members 
Entering Unmasked Estep 
Score: -6701188.500000 Penalty: 1092.042603
	Iteration 3F: 3 clusters Score -6701188 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 76613 members 
Entering Unmasked Estep 
Score: -6706548.000000 Penalty: 1092.042603
	Iteration 4F: 3 clusters Score -6706548 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86537 members 
Mstep: Class 2 contains 76294 members 
Entering Unmasked Estep 
Score: -6713114.500000 Penalty: 1092.042603
	Iteration 5F: 3 clusters Score -6713114 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86746 members 
Mstep: Class 2 contains 76085 members 
Entering Unmasked Estep 
Score: -6719592.000000 Penalty: 1092.042603
	Iteration 6F: 3 clusters Score -6719592 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86982 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -6723586.000000 Penalty: 1092.042603
	Iteration 7Q: 3 clusters Score -6723586 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87377 members 
Mstep: Class 2 contains 75454 members 
Entering Unmasked Estep 
Score: -6725262.000000 Penalty: 1092.042603
	Iteration 8Q: 3 clusters Score -6725262 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87881 members 
Mstep: Class 2 contains 74950 members 
Entering Unmasked Estep 
Score: -6725983.000000 Penalty: 1092.042603
	Iteration 9Q: 3 clusters Score -6725983 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88417 members 
Mstep: Class 2 contains 74414 members 
Entering Unmasked Estep 
Score: -6726613.500000 Penalty: 1092.042603
	Iteration 10Q: 3 clusters Score -6726614 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89015 members 
Mstep: Class 2 contains 73816 members 
Entering Unmasked Estep 
Score: -6727101.500000 Penalty: 1092.042603
	Iteration 11Q: 3 clusters Score -6727102 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89701 members 
Mstep: Class 2 contains 73130 members 
Entering Unmasked Estep 
Score: -6727682.500000 Penalty: 1092.042603
	Iteration 12Q: 3 clusters Score -6727682 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90456 members 
Mstep: Class 2 contains 72375 members 
Entering Unmasked Estep 
Score: -6728318.500000 Penalty: 1092.042603
	Iteration 13Q: 3 clusters Score -6728318 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91206 members 
Mstep: Class 2 contains 71625 members 
Entering Unmasked Estep 
Score: -6728981.500000 Penalty: 1092.042603
	Iteration 14Q: 3 clusters Score -6728982 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Mstep: Class 2 contains 70946 members 
Entering Unmasked Estep 
Score: -6729647.500000 Penalty: 1092.042603
	Iteration 15Q: 3 clusters Score -6729648 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92604 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -6730291.500000 Penalty: 1092.042603
	Iteration 16Q: 3 clusters Score -6730292 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93373 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -6730913.000000 Penalty: 1092.042603
	Iteration 17Q: 3 clusters Score -6730913 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94022 members 
Mstep: Class 2 contains 68809 members 
Entering Unmasked Estep 
Score: -6731424.500000 Penalty: 1092.042603
	Iteration 18Q: 3 clusters Score -6731424 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94597 members 
Mstep: Class 2 contains 68234 members 
Entering Unmasked Estep 
Score: -6731817.500000 Penalty: 1092.042603
	Iteration 19Q: 3 clusters Score -6731818 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95106 members 
Mstep: Class 2 contains 67725 members 
Entering Unmasked Estep 
Score: -6732160.500000 Penalty: 1092.042603
	Iteration 20F: 3 clusters Score -6732160 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95548 members 
Mstep: Class 2 contains 67283 members 
Entering Unmasked Estep 
Score: -6732481.000000 Penalty: 1092.042603
	Iteration 21Q: 3 clusters Score -6732481 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95964 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -6732697.500000 Penalty: 1092.042603
	Iteration 22Q: 3 clusters Score -6732698 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96312 members 
Mstep: Class 2 contains 66519 members 
Entering Unmasked Estep 
Score: -6732902.500000 Penalty: 1092.042603
	Iteration 23Q: 3 clusters Score -6732902 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96655 members 
Mstep: Class 2 contains 66176 members 
Entering Unmasked Estep 
Score: -6732997.500000 Penalty: 1092.042603
	Iteration 24Q: 3 clusters Score -6732998 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96964 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
Score: -6733127.000000 Penalty: 1092.042603
	Iteration 25Q: 3 clusters Score -6733127 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97291 members 
Mstep: Class 2 contains 65540 members 
Entering Unmasked Estep 
Score: -6733219.000000 Penalty: 1092.042603
	Iteration 26Q: 3 clusters Score -6733219 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97607 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -6733283.000000 Penalty: 1092.042603
	Iteration 27Q: 3 clusters Score -6733283 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97897 members 
Mstep: Class 2 contains 64934 members 
Entering Unmasked Estep 
Score: -6733340.000000 Penalty: 1092.042603
	Iteration 28Q: 3 clusters Score -6733340 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98207 members 
Mstep: Class 2 contains 64624 members 
Entering Unmasked Estep 
Score: -6733455.000000 Penalty: 1092.042603
	Iteration 29Q: 3 clusters Score -6733455 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98534 members 
Mstep: Class 2 contains 64297 members 
Entering Unmasked Estep 
Score: -6733496.500000 Penalty: 1092.042603
	Iteration 30Q: 3 clusters Score -6733496 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98882 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -6733512.500000 Penalty: 1092.042603
	Iteration 31Q: 3 clusters Score -6733512 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99218 members 
Mstep: Class 2 contains 63613 members 
Entering Unmasked Estep 
Score: -6733538.500000 Penalty: 1092.042603
	Iteration 32Q: 3 clusters Score -6733538 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -6733583.000000 Penalty: 1092.042603
	Iteration 33Q: 3 clusters Score -6733583 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100006 members 
Mstep: Class 2 contains 62825 members 
Entering Unmasked Estep 
Score: -6733606.500000 Penalty: 1092.042603
	Iteration 34Q: 3 clusters Score -6733606 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100450 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -6733689.000000 Penalty: 1092.042603
	Iteration 35Q: 3 clusters Score -6733689 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100911 members 
Mstep: Class 2 contains 61920 members 
Entering Unmasked Estep 
Score: -6733689.500000 Penalty: 1092.042603
	Iteration 36Q: 3 clusters Score -6733690 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101394 members 
Mstep: Class 2 contains 61437 members 
Entering Unmasked Estep 
Score: -6733756.000000 Penalty: 1092.042603
	Iteration 37Q: 3 clusters Score -6733756 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101938 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -6733816.500000 Penalty: 1092.042603
	Iteration 38Q: 3 clusters Score -6733816 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102506 members 
Mstep: Class 2 contains 60325 members 
Entering Unmasked Estep 
Score: -6733868.500000 Penalty: 1092.042603
	Iteration 39Q: 3 clusters Score -6733868 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103126 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -6733926.000000 Penalty: 1092.042603
	Iteration 40F: 3 clusters Score -6733926 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103765 members 
Mstep: Class 2 contains 59066 members 
Entering Unmasked Estep 
Score: -6733983.500000 Penalty: 1092.042603
	Iteration 41Q: 3 clusters Score -6733984 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104463 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -6734051.500000 Penalty: 1092.042603
	Iteration 42Q: 3 clusters Score -6734052 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105203 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -6734132.000000 Penalty: 1092.042603
	Iteration 43Q: 3 clusters Score -6734132 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105996 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -6734213.500000 Penalty: 1092.042603
	Iteration 44Q: 3 clusters Score -6734214 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106877 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -6734288.000000 Penalty: 1092.042603
	Iteration 45Q: 3 clusters Score -6734288 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107773 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -6734375.000000 Penalty: 1092.042603
	Iteration 46Q: 3 clusters Score -6734375 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108761 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -6734487.000000 Penalty: 1092.042603
	Iteration 47Q: 3 clusters Score -6734487 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109805 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -6734639.500000 Penalty: 1092.042603
	Iteration 48Q: 3 clusters Score -6734640 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110894 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -6734723.000000 Penalty: 1092.042603
	Iteration 49Q: 3 clusters Score -6734723 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112067 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -6734867.000000 Penalty: 1092.042603
	Iteration 50Q: 3 clusters Score -6734867 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113227 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -6735008.500000 Penalty: 1092.042603
	Iteration 51Q: 3 clusters Score -6735008 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114453 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -6735171.000000 Penalty: 1092.042603
	Iteration 52Q: 3 clusters Score -6735171 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115777 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -6735399.000000 Penalty: 1092.042603
	Iteration 53Q: 3 clusters Score -6735399 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117165 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -6735636.000000 Penalty: 1092.042603
	Iteration 54Q: 3 clusters Score -6735636 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118667 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -6735959.500000 Penalty: 1092.042603
	Iteration 55Q: 3 clusters Score -6735960 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120316 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -6736282.500000 Penalty: 1092.042603
	Iteration 56Q: 3 clusters Score -6736282 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122102 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -6736657.000000 Penalty: 1092.042603
	Iteration 57Q: 3 clusters Score -6736657 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123952 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -6737042.000000 Penalty: 1092.042603
	Iteration 58Q: 3 clusters Score -6737042 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125827 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -6737515.500000 Penalty: 1092.042603
	Iteration 59Q: 3 clusters Score -6737516 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127749 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -6737950.500000 Penalty: 1092.042603
	Iteration 60F: 3 clusters Score -6737950 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129723 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -6738534.000000 Penalty: 1092.042603
	Iteration 61Q: 3 clusters Score -6738534 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131779 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -6739096.500000 Penalty: 1092.042603
	Iteration 62Q: 3 clusters Score -6739096 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133910 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -6739749.000000 Penalty: 1092.042603
	Iteration 63Q: 3 clusters Score -6739749 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136088 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -6740493.500000 Penalty: 1092.042603
	Iteration 64Q: 3 clusters Score -6740494 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138222 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -6741189.000000 Penalty: 1092.042603
	Iteration 65Q: 3 clusters Score -6741189 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140337 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -6741935.000000 Penalty: 1092.042603
	Iteration 66Q: 3 clusters Score -6741935 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142338 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -6742713.000000 Penalty: 1092.042603
	Iteration 67Q: 3 clusters Score -6742713 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144326 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -6743515.000000 Penalty: 1092.042603
	Iteration 68Q: 3 clusters Score -6743515 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146209 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -6744260.000000 Penalty: 1092.042603
	Iteration 69Q: 3 clusters Score -6744260 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147961 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -6745001.000000 Penalty: 1092.042603
	Iteration 70Q: 3 clusters Score -6745001 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149632 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -6745733.500000 Penalty: 1092.042603
	Iteration 71Q: 3 clusters Score -6745734 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151182 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -6746404.500000 Penalty: 1092.042603
	Iteration 72Q: 3 clusters Score -6746404 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152619 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -6747030.000000 Penalty: 1092.042603
	Iteration 73Q: 3 clusters Score -6747030 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153922 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -6747648.500000 Penalty: 1092.042603
	Iteration 74Q: 3 clusters Score -6747648 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155110 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -6748227.500000 Penalty: 1092.042603
	Iteration 75Q: 3 clusters Score -6748228 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156189 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -6748749.500000 Penalty: 1092.042603
	Iteration 76Q: 3 clusters Score -6748750 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157170 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -6749224.500000 Penalty: 1092.042603
	Iteration 77Q: 3 clusters Score -6749224 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158021 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -6749624.500000 Penalty: 1092.042603
	Iteration 78Q: 3 clusters Score -6749624 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158748 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -6749945.000000 Penalty: 1092.042603
	Iteration 79Q: 3 clusters Score -6749945 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159402 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -6750285.000000 Penalty: 1092.042603
	Iteration 80F: 3 clusters Score -6750285 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159996 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -6750558.500000 Penalty: 1092.042603
	Iteration 81Q: 3 clusters Score -6750558 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160513 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -6750823.500000 Penalty: 1092.042603
	Iteration 82Q: 3 clusters Score -6750824 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160965 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6751061.000000 Penalty: 1092.042603
	Iteration 83Q: 3 clusters Score -6751061 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161315 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6751232.000000 Penalty: 1092.042603
	Iteration 84Q: 3 clusters Score -6751232 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161598 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6751362.500000 Penalty: 1092.042603
	Iteration 85Q: 3 clusters Score -6751362 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161810 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6751462.500000 Penalty: 1092.042603
	Iteration 86Q: 3 clusters Score -6751462 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161963 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6751520.000000 Penalty: 1092.042603
	Iteration 87Q: 3 clusters Score -6751520 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162072 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6751556.500000 Penalty: 1092.042603
	Iteration 88Q: 3 clusters Score -6751556 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162151 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6751581.000000 Penalty: 1092.042603
	Iteration 89Q: 3 clusters Score -6751581 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162216 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6751605.000000 Penalty: 1092.042603
	Iteration 90Q: 3 clusters Score -6751605 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162275 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6751616.000000 Penalty: 1092.042603
	Iteration 91Q: 3 clusters Score -6751616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162312 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6751646.000000 Penalty: 1092.042603
	Iteration 92Q: 3 clusters Score -6751646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162347 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6751658.500000 Penalty: 1092.042603
	Iteration 93Q: 3 clusters Score -6751658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162370 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6751672.500000 Penalty: 1092.042603
	Iteration 94Q: 3 clusters Score -6751672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162386 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6751682.000000 Penalty: 1092.042603
	Iteration 95Q: 3 clusters Score -6751682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162403 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6751694.000000 Penalty: 1092.042603
	Iteration 96Q: 3 clusters Score -6751694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162424 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6751696.500000 Penalty: 1092.042603
	Iteration 97Q: 3 clusters Score -6751696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162442 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6751703.000000 Penalty: 1092.042603
	Iteration 98Q: 3 clusters Score -6751703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162457 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6751704.000000 Penalty: 1092.042603
	Iteration 99Q: 3 clusters Score -6751704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162467 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6751710.000000 Penalty: 1092.042603
	Iteration 100F: 3 clusters Score -6751710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162483 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6751714.500000 Penalty: 1092.042603
	Iteration 101Q: 3 clusters Score -6751714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162500 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6751725.000000 Penalty: 1092.042603
	Iteration 102Q: 3 clusters Score -6751725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162514 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6751739.000000 Penalty: 1092.042603
	Iteration 103Q: 3 clusters Score -6751739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162526 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6751743.500000 Penalty: 1092.042603
	Iteration 104Q: 3 clusters Score -6751744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162531 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6751744.500000 Penalty: 1092.042603
	Iteration 105Q: 3 clusters Score -6751744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162538 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6751750.000000 Penalty: 1092.042603
	Iteration 106Q: 3 clusters Score -6751750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162550 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6751758.000000 Penalty: 1092.042603
	Iteration 107Q: 3 clusters Score -6751758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162558 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6751764.500000 Penalty: 1092.042603
	Iteration 108Q: 3 clusters Score -6751764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162565 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6751767.000000 Penalty: 1092.042603
	Iteration 109Q: 3 clusters Score -6751767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162565 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6751770.000000 Penalty: 1092.042603
	Iteration 110Q: 3 clusters Score -6751770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162569 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6751769.000000 Penalty: 1092.042603
	Iteration 111Q: 3 clusters Score -6751769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162568 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6751768.500000 Penalty: 1092.042603
	Iteration 112Q: 3 clusters Score -6751768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162568 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6751768.500000 Penalty: 1092.042603
	Iteration 113F: 3 clusters Score -6751768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Entering Unmasked Estep 
Score: -531392.750000 Penalty: 433.294617
	Iteration 0F: 2 clusters Score -531392.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -522257.218750 Penalty: 866.589233
	Iteration 0F: 3 clusters Score -522257.2 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -526282.687500 Penalty: 866.589233
	Iteration 1F: 3 clusters Score -526282.7 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -526959.937500 Penalty: 866.589233
	Iteration 2F: 3 clusters Score -526959.9 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -527735.375000 Penalty: 866.589233
	Iteration 3F: 3 clusters Score -527735.4 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -528619.937500 Penalty: 866.589233
	Iteration 4F: 3 clusters Score -528619.9 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -529381.500000 Penalty: 866.589233
	Iteration 5F: 3 clusters Score -529381.5 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -529838.125000 Penalty: 866.589233
	Iteration 6Q: 3 clusters Score -529838.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -530103.125000 Penalty: 866.589233
	Iteration 7Q: 3 clusters Score -530103.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -530236.000000 Penalty: 866.589233
	Iteration 8Q: 3 clusters Score -530236 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -530287.562500 Penalty: 866.589233
	Iteration 9Q: 3 clusters Score -530287.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -530320.750000 Penalty: 866.589233
	Iteration 10Q: 3 clusters Score -530320.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -530351.750000 Penalty: 866.589233
	Iteration 11Q: 3 clusters Score -530351.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -530373.562500 Penalty: 866.589233
	Iteration 12Q: 3 clusters Score -530373.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -530397.500000 Penalty: 866.589233
	Iteration 13Q: 3 clusters Score -530397.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -530415.875000 Penalty: 866.589233
	Iteration 14Q: 3 clusters Score -530415.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -530428.125000 Penalty: 866.589233
	Iteration 15Q: 3 clusters Score -530428.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -530446.687500 Penalty: 866.589233
	Iteration 16Q: 3 clusters Score -530446.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -530460.875000 Penalty: 866.589233
	Iteration 17Q: 3 clusters Score -530460.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -530468.625000 Penalty: 866.589233
	Iteration 18Q: 3 clusters Score -530468.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -530472.562500 Penalty: 866.589233
	Iteration 19Q: 3 clusters Score -530472.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -530478.687500 Penalty: 866.589233
	Iteration 20F: 3 clusters Score -530478.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -530482.562500 Penalty: 866.589233
	Iteration 21Q: 3 clusters Score -530482.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -530489.312500 Penalty: 866.589233
	Iteration 22Q: 3 clusters Score -530489.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -530494.875000 Penalty: 866.589233
	Iteration 23Q: 3 clusters Score -530494.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -530499.375000 Penalty: 866.589233
	Iteration 24Q: 3 clusters Score -530499.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -530500.812500 Penalty: 866.589233
	Iteration 25Q: 3 clusters Score -530500.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -530504.750000 Penalty: 866.589233
	Iteration 26Q: 3 clusters Score -530504.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -530506.187500 Penalty: 866.589233
	Iteration 27Q: 3 clusters Score -530506.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -530505.875000 Penalty: 866.589233
	Iteration 28Q: 3 clusters Score -530505.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -530508.812500 Penalty: 866.589233
	Iteration 29Q: 3 clusters Score -530508.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -530508.437500 Penalty: 866.589233
	Iteration 30Q: 3 clusters Score -530508.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -530510.437500 Penalty: 866.589233
	Iteration 31Q: 3 clusters Score -530510.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -530511.125000 Penalty: 866.589233
	Iteration 32Q: 3 clusters Score -530511.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -530513.312500 Penalty: 866.589233
	Iteration 33Q: 3 clusters Score -530513.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -530515.437500 Penalty: 866.589233
	Iteration 34Q: 3 clusters Score -530515.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -530518.437500 Penalty: 866.589233
	Iteration 35Q: 3 clusters Score -530518.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -530519.812500 Penalty: 866.589233
	Iteration 36Q: 3 clusters Score -530519.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -530523.875000 Penalty: 866.589233
	Iteration 37Q: 3 clusters Score -530523.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -530526.562500 Penalty: 866.589233
	Iteration 38Q: 3 clusters Score -530526.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -530529.375000 Penalty: 866.589233
	Iteration 39Q: 3 clusters Score -530529.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -530536.000000 Penalty: 866.589233
	Iteration 40F: 3 clusters Score -530536 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -530538.250000 Penalty: 866.589233
	Iteration 41Q: 3 clusters Score -530538.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -530542.000000 Penalty: 866.589233
	Iteration 42Q: 3 clusters Score -530542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -530544.250000 Penalty: 866.589233
	Iteration 43Q: 3 clusters Score -530544.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -530548.000000 Penalty: 866.589233
	Iteration 44Q: 3 clusters Score -530548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -530552.250000 Penalty: 866.589233
	Iteration 45Q: 3 clusters Score -530552.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -530555.375000 Penalty: 866.589233
	Iteration 46Q: 3 clusters Score -530555.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -530559.687500 Penalty: 866.589233
	Iteration 47Q: 3 clusters Score -530559.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -530563.000000 Penalty: 866.589233
	Iteration 48Q: 3 clusters Score -530563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -530565.250000 Penalty: 866.589233
	Iteration 49Q: 3 clusters Score -530565.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -530568.000000 Penalty: 866.589233
	Iteration 50Q: 3 clusters Score -530568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -530569.750000 Penalty: 866.589233
	Iteration 51Q: 3 clusters Score -530569.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -530571.000000 Penalty: 866.589233
	Iteration 52Q: 3 clusters Score -530571 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -530576.500000 Penalty: 866.589233
	Iteration 53Q: 3 clusters Score -530576.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -530578.375000 Penalty: 866.589233
	Iteration 54Q: 3 clusters Score -530578.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -530578.312500 Penalty: 866.589233
	Iteration 55Q: 3 clusters Score -530578.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -530580.312500 Penalty: 866.589233
	Iteration 56Q: 3 clusters Score -530580.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -530582.125000 Penalty: 866.589233
	Iteration 57Q: 3 clusters Score -530582.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -530581.875000 Penalty: 866.589233
	Iteration 58Q: 3 clusters Score -530581.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -530583.062500 Penalty: 866.589233
	Iteration 59Q: 3 clusters Score -530583.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -530583.250000 Penalty: 866.589233
	Iteration 60F: 3 clusters Score -530583.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -530584.250000 Penalty: 866.589233
	Iteration 61Q: 3 clusters Score -530584.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -530583.812500 Penalty: 866.589233
	Iteration 62Q: 3 clusters Score -530583.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -530585.312500 Penalty: 866.589233
	Iteration 63Q: 3 clusters Score -530585.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -530584.812500 Penalty: 866.589233
	Iteration 64Q: 3 clusters Score -530584.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -530585.562500 Penalty: 866.589233
	Iteration 65Q: 3 clusters Score -530585.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -530585.062500 Penalty: 866.589233
	Iteration 66Q: 3 clusters Score -530585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -530585.437500 Penalty: 866.589233
	Iteration 67Q: 3 clusters Score -530585.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -530584.937500 Penalty: 866.589233
	Iteration 68Q: 3 clusters Score -530584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -530585.437500 Penalty: 866.589233
	Iteration 69Q: 3 clusters Score -530585.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -530586.875000 Penalty: 866.589233
	Iteration 70Q: 3 clusters Score -530586.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -530587.250000 Penalty: 866.589233
	Iteration 71Q: 3 clusters Score -530587.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -530586.875000 Penalty: 866.589233
	Iteration 72Q: 3 clusters Score -530586.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -530587.750000 Penalty: 866.589233
	Iteration 73Q: 3 clusters Score -530587.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -530587.625000 Penalty: 866.589233
	Iteration 74Q: 3 clusters Score -530587.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -530588.312500 Penalty: 866.589233
	Iteration 75Q: 3 clusters Score -530588.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -530589.625000 Penalty: 866.589233
	Iteration 76Q: 3 clusters Score -530589.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -530591.125000 Penalty: 866.589233
	Iteration 77Q: 3 clusters Score -530591.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -530591.375000 Penalty: 866.589233
	Iteration 78Q: 3 clusters Score -530591.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -530593.062500 Penalty: 866.589233
	Iteration 79Q: 3 clusters Score -530593.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -530596.937500 Penalty: 866.589233
	Iteration 80F: 3 clusters Score -530596.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -530597.750000 Penalty: 866.589233
	Iteration 81Q: 3 clusters Score -530597.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -530598.437500 Penalty: 866.589233
	Iteration 82Q: 3 clusters Score -530598.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -530600.687500 Penalty: 866.589233
	Iteration 83Q: 3 clusters Score -530600.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -530601.750000 Penalty: 866.589233
	Iteration 84Q: 3 clusters Score -530601.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -530602.000000 Penalty: 866.589233
	Iteration 85Q: 3 clusters Score -530602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -530604.937500 Penalty: 866.589233
	Iteration 86Q: 3 clusters Score -530604.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -530605.500000 Penalty: 866.589233
	Iteration 87Q: 3 clusters Score -530605.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -530605.750000 Penalty: 866.589233
	Iteration 88Q: 3 clusters Score -530605.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -530607.437500 Penalty: 866.589233
	Iteration 89Q: 3 clusters Score -530607.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -530608.437500 Penalty: 866.589233
	Iteration 90Q: 3 clusters Score -530608.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -530607.812500 Penalty: 866.589233
	Iteration 91Q: 3 clusters Score -530607.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -530609.625000 Penalty: 866.589233
	Iteration 92Q: 3 clusters Score -530609.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -530610.750000 Penalty: 866.589233
	Iteration 93Q: 3 clusters Score -530610.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -530610.125000 Penalty: 866.589233
	Iteration 94Q: 3 clusters Score -530610.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -530613.312500 Penalty: 866.589233
	Iteration 95Q: 3 clusters Score -530613.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -530612.750000 Penalty: 866.589233
	Iteration 96Q: 3 clusters Score -530612.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -530614.750000 Penalty: 866.589233
	Iteration 97Q: 3 clusters Score -530614.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -530615.000000 Penalty: 866.589233
	Iteration 98Q: 3 clusters Score -530615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -530617.062500 Penalty: 866.589233
	Iteration 99Q: 3 clusters Score -530617.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -530618.437500 Penalty: 866.589233
	Iteration 100F: 3 clusters Score -530618.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -530620.562500 Penalty: 866.589233
	Iteration 101Q: 3 clusters Score -530620.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -530625.312500 Penalty: 866.589233
	Iteration 102Q: 3 clusters Score -530625.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -530627.937500 Penalty: 866.589233
	Iteration 103Q: 3 clusters Score -530627.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -530632.062500 Penalty: 866.589233
	Iteration 104Q: 3 clusters Score -530632.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -530636.187500 Penalty: 866.589233
	Iteration 105Q: 3 clusters Score -530636.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -530638.562500 Penalty: 866.589233
	Iteration 106Q: 3 clusters Score -530638.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -530643.187500 Penalty: 866.589233
	Iteration 107Q: 3 clusters Score -530643.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -530647.125000 Penalty: 866.589233
	Iteration 108Q: 3 clusters Score -530647.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -530652.062500 Penalty: 866.589233
	Iteration 109Q: 3 clusters Score -530652.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -530656.625000 Penalty: 866.589233
	Iteration 110Q: 3 clusters Score -530656.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -530662.000000 Penalty: 866.589233
	Iteration 111Q: 3 clusters Score -530662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -530672.687500 Penalty: 866.589233
	Iteration 112Q: 3 clusters Score -530672.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -530683.687500 Penalty: 866.589233
	Iteration 113Q: 3 clusters Score -530683.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -530694.500000 Penalty: 866.589233
	Iteration 114Q: 3 clusters Score -530694.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -530708.250000 Penalty: 866.589233
	Iteration 115Q: 3 clusters Score -530708.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -530717.750000 Penalty: 866.589233
	Iteration 116Q: 3 clusters Score -530717.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -530728.312500 Penalty: 866.589233
	Iteration 117Q: 3 clusters Score -530728.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -530736.500000 Penalty: 866.589233
	Iteration 118Q: 3 clusters Score -530736.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -530748.312500 Penalty: 866.589233
	Iteration 119Q: 3 clusters Score -530748.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -530762.625000 Penalty: 866.589233
	Iteration 120F: 3 clusters Score -530762.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -530774.687500 Penalty: 866.589233
	Iteration 121Q: 3 clusters Score -530774.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -530793.625000 Penalty: 866.589233
	Iteration 122Q: 3 clusters Score -530793.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -530812.812500 Penalty: 866.589233
	Iteration 123Q: 3 clusters Score -530812.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -530829.875000 Penalty: 866.589233
	Iteration 124Q: 3 clusters Score -530829.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -530848.187500 Penalty: 866.589233
	Iteration 125Q: 3 clusters Score -530848.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -530862.562500 Penalty: 866.589233
	Iteration 126Q: 3 clusters Score -530862.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -530872.875000 Penalty: 866.589233
	Iteration 127Q: 3 clusters Score -530872.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -530884.562500 Penalty: 866.589233
	Iteration 128Q: 3 clusters Score -530884.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -530893.562500 Penalty: 866.589233
	Iteration 129Q: 3 clusters Score -530893.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -530906.375000 Penalty: 866.589233
	Iteration 130Q: 3 clusters Score -530906.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -530921.625000 Penalty: 866.589233
	Iteration 131Q: 3 clusters Score -530921.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -530930.062500 Penalty: 866.589233
	Iteration 132Q: 3 clusters Score -530930.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -530944.875000 Penalty: 866.589233
	Iteration 133Q: 3 clusters Score -530944.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -530956.750000 Penalty: 866.589233
	Iteration 134Q: 3 clusters Score -530956.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -530969.125000 Penalty: 866.589233
	Iteration 135Q: 3 clusters Score -530969.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -530975.312500 Penalty: 866.589233
	Iteration 136Q: 3 clusters Score -530975.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -530981.312500 Penalty: 866.589233
	Iteration 137Q: 3 clusters Score -530981.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -530984.375000 Penalty: 866.589233
	Iteration 138Q: 3 clusters Score -530984.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -530989.187500 Penalty: 866.589233
	Iteration 139Q: 3 clusters Score -530989.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -530996.312500 Penalty: 866.589233
	Iteration 140F: 3 clusters Score -530996.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -531002.937500 Penalty: 866.589233
	Iteration 141Q: 3 clusters Score -531002.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -531009.812500 Penalty: 866.589233
	Iteration 142Q: 3 clusters Score -531009.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -531023.437500 Penalty: 866.589233
	Iteration 143Q: 3 clusters Score -531023.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -531038.812500 Penalty: 866.589233
	Iteration 144Q: 3 clusters Score -531038.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -531051.750000 Penalty: 866.589233
	Iteration 145Q: 3 clusters Score -531051.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -531059.875000 Penalty: 866.589233
	Iteration 146Q: 3 clusters Score -531059.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -531065.812500 Penalty: 866.589233
	Iteration 147Q: 3 clusters Score -531065.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -531067.625000 Penalty: 866.589233
	Iteration 148Q: 3 clusters Score -531067.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -531070.687500 Penalty: 866.589233
	Iteration 149Q: 3 clusters Score -531070.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -531072.312500 Penalty: 866.589233
	Iteration 150Q: 3 clusters Score -531072.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -531073.937500 Penalty: 866.589233
	Iteration 151Q: 3 clusters Score -531073.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -531074.625000 Penalty: 866.589233
	Iteration 152Q: 3 clusters Score -531074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -531075.250000 Penalty: 866.589233
	Iteration 153Q: 3 clusters Score -531075.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -531075.687500 Penalty: 866.589233
	Iteration 154Q: 3 clusters Score -531075.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -531077.250000 Penalty: 866.589233
	Iteration 155Q: 3 clusters Score -531077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -531077.875000 Penalty: 866.589233
	Iteration 156Q: 3 clusters Score -531077.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -531078.250000 Penalty: 866.589233
	Iteration 157Q: 3 clusters Score -531078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -531078.875000 Penalty: 866.589233
	Iteration 158Q: 3 clusters Score -531078.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -531078.875000 Penalty: 866.589233
	Iteration 159F: 3 clusters Score -531078.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Entering Unmasked Estep 
Score: -195380.000000 Penalty: 385.674866
	Iteration 0F: 2 clusters Score -195380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -192123.250000 Penalty: 771.349731
	Iteration 0F: 3 clusters Score -192123.2 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -193275.125000 Penalty: 771.349731
	Iteration 1F: 3 clusters Score -193275.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -193417.109375 Penalty: 771.349731
	Iteration 2F: 3 clusters Score -193417.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -193594.796875 Penalty: 771.349731
	Iteration 3F: 3 clusters Score -193594.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -193773.140625 Penalty: 771.349731
	Iteration 4F: 3 clusters Score -193773.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -193933.687500 Penalty: 771.349731
	Iteration 5F: 3 clusters Score -193933.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -194107.875000 Penalty: 771.349731
	Iteration 6F: 3 clusters Score -194107.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -194282.437500 Penalty: 771.349731
	Iteration 7F: 3 clusters Score -194282.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -194443.781250 Penalty: 771.349731
	Iteration 8Q: 3 clusters Score -194443.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -194551.453125 Penalty: 771.349731
	Iteration 9Q: 3 clusters Score -194551.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -194624.765625 Penalty: 771.349731
	Iteration 10Q: 3 clusters Score -194624.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -194686.765625 Penalty: 771.349731
	Iteration 11Q: 3 clusters Score -194686.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -194753.343750 Penalty: 771.349731
	Iteration 12Q: 3 clusters Score -194753.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -194822.421875 Penalty: 771.349731
	Iteration 13Q: 3 clusters Score -194822.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -194864.234375 Penalty: 771.349731
	Iteration 14Q: 3 clusters Score -194864.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -194898.640625 Penalty: 771.349731
	Iteration 15Q: 3 clusters Score -194898.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -194924.859375 Penalty: 771.349731
	Iteration 16Q: 3 clusters Score -194924.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -194948.296875 Penalty: 771.349731
	Iteration 17Q: 3 clusters Score -194948.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -194961.265625 Penalty: 771.349731
	Iteration 18Q: 3 clusters Score -194961.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -194968.828125 Penalty: 771.349731
	Iteration 19Q: 3 clusters Score -194968.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -194975.953125 Penalty: 771.349731
	Iteration 20F: 3 clusters Score -194976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -194980.140625 Penalty: 771.349731
	Iteration 21Q: 3 clusters Score -194980.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -194981.671875 Penalty: 771.349731
	Iteration 22Q: 3 clusters Score -194981.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -194985.359375 Penalty: 771.349731
	Iteration 23Q: 3 clusters Score -194985.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -194987.359375 Penalty: 771.349731
	Iteration 24Q: 3 clusters Score -194987.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -194989.906250 Penalty: 771.349731
	Iteration 25Q: 3 clusters Score -194989.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -194991.031250 Penalty: 771.349731
	Iteration 26Q: 3 clusters Score -194991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -194991.531250 Penalty: 771.349731
	Iteration 27Q: 3 clusters Score -194991.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -194992.312500 Penalty: 771.349731
	Iteration 28Q: 3 clusters Score -194992.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -194992.500000 Penalty: 771.349731
	Iteration 29Q: 3 clusters Score -194992.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -194992.718750 Penalty: 771.349731
	Iteration 30Q: 3 clusters Score -194992.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -194992.343750 Penalty: 771.349731
	Iteration 31Q: 3 clusters Score -194992.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -194993.109375 Penalty: 771.349731
	Iteration 32Q: 3 clusters Score -194993.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -194994.093750 Penalty: 771.349731
	Iteration 33Q: 3 clusters Score -194994.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -194994.703125 Penalty: 771.349731
	Iteration 34Q: 3 clusters Score -194994.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -194994.359375 Penalty: 771.349731
	Iteration 35Q: 3 clusters Score -194994.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -194994.359375 Penalty: 771.349731
	Iteration 36F: 3 clusters Score -194994.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Entering Unmasked Estep 
Score: -352989.437500 Penalty: 413.372833
	Iteration 0F: 2 clusters Score -352989.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -347153.531250 Penalty: 826.745667
	Iteration 0F: 3 clusters Score -347153.5 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -349619.562500 Penalty: 826.745667
	Iteration 1F: 3 clusters Score -349619.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -350027.875000 Penalty: 826.745667
	Iteration 2F: 3 clusters Score -350027.9 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -350494.625000 Penalty: 826.745667
	Iteration 3F: 3 clusters Score -350494.6 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -350968.781250 Penalty: 826.745667
	Iteration 4F: 3 clusters Score -350968.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -351424.125000 Penalty: 826.745667
	Iteration 5F: 3 clusters Score -351424.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -351811.500000 Penalty: 826.745667
	Iteration 6F: 3 clusters Score -351811.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -352152.343750 Penalty: 826.745667
	Iteration 7Q: 3 clusters Score -352152.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -352401.875000 Penalty: 826.745667
	Iteration 8Q: 3 clusters Score -352401.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -352529.437500 Penalty: 826.745667
	Iteration 9Q: 3 clusters Score -352529.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -352590.375000 Penalty: 826.745667
	Iteration 10Q: 3 clusters Score -352590.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -352639.906250 Penalty: 826.745667
	Iteration 11Q: 3 clusters Score -352639.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -352662.875000 Penalty: 826.745667
	Iteration 12Q: 3 clusters Score -352662.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -352682.843750 Penalty: 826.745667
	Iteration 13Q: 3 clusters Score -352682.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -352694.625000 Penalty: 826.745667
	Iteration 14Q: 3 clusters Score -352694.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -352709.406250 Penalty: 826.745667
	Iteration 15Q: 3 clusters Score -352709.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -352715.093750 Penalty: 826.745667
	Iteration 16Q: 3 clusters Score -352715.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -352722.468750 Penalty: 826.745667
	Iteration 17Q: 3 clusters Score -352722.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -352730.187500 Penalty: 826.745667
	Iteration 18Q: 3 clusters Score -352730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -352732.250000 Penalty: 826.745667
	Iteration 19Q: 3 clusters Score -352732.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -352733.281250 Penalty: 826.745667
	Iteration 20F: 3 clusters Score -352733.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -352733.843750 Penalty: 826.745667
	Iteration 21Q: 3 clusters Score -352733.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -352737.062500 Penalty: 826.745667
	Iteration 22Q: 3 clusters Score -352737.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -352739.250000 Penalty: 826.745667
	Iteration 23Q: 3 clusters Score -352739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -352739.406250 Penalty: 826.745667
	Iteration 24Q: 3 clusters Score -352739.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -352739.625000 Penalty: 826.745667
	Iteration 25Q: 3 clusters Score -352739.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -352739.625000 Penalty: 826.745667
	Iteration 26F: 3 clusters Score -352739.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Entering Unmasked Estep 
Score: -167099.937500 Penalty: 379.685791
	Iteration 0F: 2 clusters Score -167099.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -164274.500000 Penalty: 759.371582
	Iteration 0F: 3 clusters Score -164274.5 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -165408.203125 Penalty: 759.371582
	Iteration 1F: 3 clusters Score -165408.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -165565.859375 Penalty: 759.371582
	Iteration 2F: 3 clusters Score -165565.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -165732.375000 Penalty: 759.371582
	Iteration 3F: 3 clusters Score -165732.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -165971.703125 Penalty: 759.371582
	Iteration 4F: 3 clusters Score -165971.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -166178.578125 Penalty: 759.371582
	Iteration 5Q: 3 clusters Score -166178.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -166336.140625 Penalty: 759.371582
	Iteration 6Q: 3 clusters Score -166336.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -166434.046875 Penalty: 759.371582
	Iteration 7Q: 3 clusters Score -166434 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -166488.578125 Penalty: 759.371582
	Iteration 8Q: 3 clusters Score -166488.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -166531.546875 Penalty: 759.371582
	Iteration 9Q: 3 clusters Score -166531.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -166564.906250 Penalty: 759.371582
	Iteration 10Q: 3 clusters Score -166564.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -166589.515625 Penalty: 759.371582
	Iteration 11Q: 3 clusters Score -166589.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -166606.421875 Penalty: 759.371582
	Iteration 12Q: 3 clusters Score -166606.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -166623.828125 Penalty: 759.371582
	Iteration 13Q: 3 clusters Score -166623.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -166649.031250 Penalty: 759.371582
	Iteration 14Q: 3 clusters Score -166649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -166668.734375 Penalty: 759.371582
	Iteration 15Q: 3 clusters Score -166668.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -166690.187500 Penalty: 759.371582
	Iteration 16Q: 3 clusters Score -166690.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -166706.156250 Penalty: 759.371582
	Iteration 17Q: 3 clusters Score -166706.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -166719.359375 Penalty: 759.371582
	Iteration 18Q: 3 clusters Score -166719.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -166730.968750 Penalty: 759.371582
	Iteration 19Q: 3 clusters Score -166731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -166736.140625 Penalty: 759.371582
	Iteration 20F: 3 clusters Score -166736.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -166738.875000 Penalty: 759.371582
	Iteration 21Q: 3 clusters Score -166738.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -166741.187500 Penalty: 759.371582
	Iteration 22Q: 3 clusters Score -166741.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -166744.359375 Penalty: 759.371582
	Iteration 23Q: 3 clusters Score -166744.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -166746.828125 Penalty: 759.371582
	Iteration 24Q: 3 clusters Score -166746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -166748.203125 Penalty: 759.371582
	Iteration 25Q: 3 clusters Score -166748.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -166748.343750 Penalty: 759.371582
	Iteration 26Q: 3 clusters Score -166748.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -166749.343750 Penalty: 759.371582
	Iteration 27Q: 3 clusters Score -166749.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -166750.312500 Penalty: 759.371582
	Iteration 28Q: 3 clusters Score -166750.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -166753.109375 Penalty: 759.371582
	Iteration 29Q: 3 clusters Score -166753.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -166754.281250 Penalty: 759.371582
	Iteration 30Q: 3 clusters Score -166754.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -166755.109375 Penalty: 759.371582
	Iteration 31Q: 3 clusters Score -166755.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -166755.890625 Penalty: 759.371582
	Iteration 32Q: 3 clusters Score -166755.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -166756.062500 Penalty: 759.371582
	Iteration 33Q: 3 clusters Score -166756.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -166756.062500 Penalty: 759.371582
	Iteration 34F: 3 clusters Score -166756.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Entering Unmasked Estep 
Score: -140821.125000 Penalty: 372.925323
	Iteration 0F: 2 clusters Score -140821.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -138313.125000 Penalty: 745.850647
	Iteration 0F: 3 clusters Score -138313.1 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -139543.218750 Penalty: 745.850647
	Iteration 1F: 3 clusters Score -139543.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -139812.968750 Penalty: 745.850647
	Iteration 2F: 3 clusters Score -139813 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -140076.421875 Penalty: 745.850647
	Iteration 3F: 3 clusters Score -140076.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -140280.750000 Penalty: 745.850647
	Iteration 4F: 3 clusters Score -140280.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -140391.312500 Penalty: 745.850647
	Iteration 5F: 3 clusters Score -140391.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -140437.390625 Penalty: 745.850647
	Iteration 6Q: 3 clusters Score -140437.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -140470.250000 Penalty: 745.850647
	Iteration 7Q: 3 clusters Score -140470.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -140499.062500 Penalty: 745.850647
	Iteration 8Q: 3 clusters Score -140499.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -140522.906250 Penalty: 745.850647
	Iteration 9Q: 3 clusters Score -140522.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -140543.062500 Penalty: 745.850647
	Iteration 10Q: 3 clusters Score -140543.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -140561.250000 Penalty: 745.850647
	Iteration 11Q: 3 clusters Score -140561.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -140578.421875 Penalty: 745.850647
	Iteration 12Q: 3 clusters Score -140578.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -140593.890625 Penalty: 745.850647
	Iteration 13Q: 3 clusters Score -140593.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -140609.156250 Penalty: 745.850647
	Iteration 14Q: 3 clusters Score -140609.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -140619.062500 Penalty: 745.850647
	Iteration 15Q: 3 clusters Score -140619.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -140625.593750 Penalty: 745.850647
	Iteration 16Q: 3 clusters Score -140625.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -140637.062500 Penalty: 745.850647
	Iteration 17Q: 3 clusters Score -140637.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -140647.703125 Penalty: 745.850647
	Iteration 18Q: 3 clusters Score -140647.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -140657.187500 Penalty: 745.850647
	Iteration 19Q: 3 clusters Score -140657.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -140664.562500 Penalty: 745.850647
	Iteration 20F: 3 clusters Score -140664.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -140668.562500 Penalty: 745.850647
	Iteration 21Q: 3 clusters Score -140668.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -140670.781250 Penalty: 745.850647
	Iteration 22Q: 3 clusters Score -140670.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -140672.453125 Penalty: 745.850647
	Iteration 23Q: 3 clusters Score -140672.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -140672.906250 Penalty: 745.850647
	Iteration 24Q: 3 clusters Score -140672.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -140674.046875 Penalty: 745.850647
	Iteration 25Q: 3 clusters Score -140674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -140674.625000 Penalty: 745.850647
	Iteration 26Q: 3 clusters Score -140674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -140674.968750 Penalty: 745.850647
	Iteration 27Q: 3 clusters Score -140675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -140675.500000 Penalty: 745.850647
	Iteration 28Q: 3 clusters Score -140675.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -140675.609375 Penalty: 745.850647
	Iteration 29Q: 3 clusters Score -140675.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -140676.140625 Penalty: 745.850647
	Iteration 30Q: 3 clusters Score -140676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -140676.062500 Penalty: 745.850647
	Iteration 31Q: 3 clusters Score -140676.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -140676.062500 Penalty: 745.850647
	Iteration 32F: 3 clusters Score -140676.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Entering Unmasked Estep 
Score: -271459.562500 Penalty: 399.887939
	Iteration 0F: 2 clusters Score -271459.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -267016.718750 Penalty: 799.775879
	Iteration 0F: 3 clusters Score -267016.7 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -268841.312500 Penalty: 799.775879
	Iteration 1F: 3 clusters Score -268841.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -269111.187500 Penalty: 799.775879
	Iteration 2F: 3 clusters Score -269111.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -269392.593750 Penalty: 799.775879
	Iteration 3F: 3 clusters Score -269392.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -269711.812500 Penalty: 799.775879
	Iteration 4F: 3 clusters Score -269711.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -270081.437500 Penalty: 799.775879
	Iteration 5F: 3 clusters Score -270081.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -270463.343750 Penalty: 799.775879
	Iteration 6F: 3 clusters Score -270463.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -270792.437500 Penalty: 799.775879
	Iteration 7F: 3 clusters Score -270792.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -270995.125000 Penalty: 799.775879
	Iteration 8Q: 3 clusters Score -270995.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -271054.250000 Penalty: 799.775879
	Iteration 9Q: 3 clusters Score -271054.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -271087.531250 Penalty: 799.775879
	Iteration 10Q: 3 clusters Score -271087.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -271115.687500 Penalty: 799.775879
	Iteration 11Q: 3 clusters Score -271115.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -271127.218750 Penalty: 799.775879
	Iteration 12Q: 3 clusters Score -271127.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -271128.750000 Penalty: 799.775879
	Iteration 13Q: 3 clusters Score -271128.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -271128.750000 Penalty: 799.775879
	Iteration 14F: 3 clusters Score -271128.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -246035.593750 Penalty: 397.502960
	Iteration 0F: 2 clusters Score -246035.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -241901.000000 Penalty: 795.005920
	Iteration 0F: 3 clusters Score -241901 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -243919.062500 Penalty: 795.005920
	Iteration 1F: 3 clusters Score -243919.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -244409.687500 Penalty: 795.005920
	Iteration 2F: 3 clusters Score -244409.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -244771.906250 Penalty: 795.005920
	Iteration 3F: 3 clusters Score -244771.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -245099.843750 Penalty: 795.005920
	Iteration 4F: 3 clusters Score -245099.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -245332.781250 Penalty: 795.005920
	Iteration 5Q: 3 clusters Score -245332.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -245497.375000 Penalty: 795.005920
	Iteration 6Q: 3 clusters Score -245497.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -245598.515625 Penalty: 795.005920
	Iteration 7Q: 3 clusters Score -245598.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -245660.359375 Penalty: 795.005920
	Iteration 8Q: 3 clusters Score -245660.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -245707.968750 Penalty: 795.005920
	Iteration 9Q: 3 clusters Score -245708 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -245746.312500 Penalty: 795.005920
	Iteration 10Q: 3 clusters Score -245746.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -245776.078125 Penalty: 795.005920
	Iteration 11Q: 3 clusters Score -245776.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -245798.859375 Penalty: 795.005920
	Iteration 12Q: 3 clusters Score -245798.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -245820.671875 Penalty: 795.005920
	Iteration 13Q: 3 clusters Score -245820.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -245837.859375 Penalty: 795.005920
	Iteration 14Q: 3 clusters Score -245837.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -245854.718750 Penalty: 795.005920
	Iteration 15Q: 3 clusters Score -245854.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -245869.265625 Penalty: 795.005920
	Iteration 16Q: 3 clusters Score -245869.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -245879.375000 Penalty: 795.005920
	Iteration 17Q: 3 clusters Score -245879.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -245886.000000 Penalty: 795.005920
	Iteration 18Q: 3 clusters Score -245886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -245893.875000 Penalty: 795.005920
	Iteration 19Q: 3 clusters Score -245893.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -245904.890625 Penalty: 795.005920
	Iteration 20F: 3 clusters Score -245904.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -245912.203125 Penalty: 795.005920
	Iteration 21Q: 3 clusters Score -245912.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -245919.843750 Penalty: 795.005920
	Iteration 22Q: 3 clusters Score -245919.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -245925.140625 Penalty: 795.005920
	Iteration 23Q: 3 clusters Score -245925.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -245929.781250 Penalty: 795.005920
	Iteration 24Q: 3 clusters Score -245929.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -245934.718750 Penalty: 795.005920
	Iteration 25Q: 3 clusters Score -245934.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -245936.906250 Penalty: 795.005920
	Iteration 26Q: 3 clusters Score -245936.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -245938.687500 Penalty: 795.005920
	Iteration 27Q: 3 clusters Score -245938.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -245939.062500 Penalty: 795.005920
	Iteration 28Q: 3 clusters Score -245939.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -245939.375000 Penalty: 795.005920
	Iteration 29Q: 3 clusters Score -245939.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -245939.375000 Penalty: 795.005920
	Iteration 30F: 3 clusters Score -245939.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Entering Unmasked Estep 
Score: -1098358.375000 Penalty: 464.145325
	Iteration 0F: 2 clusters Score -1098358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1080352.500000 Penalty: 928.290649
	Iteration 0F: 3 clusters Score -1080352 nChanged 12918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1088309.875000 Penalty: 928.290649
	Iteration 1F: 3 clusters Score -1088310 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -1089262.750000 Penalty: 928.290649
	Iteration 2F: 3 clusters Score -1089263 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -1090606.875000 Penalty: 928.290649
	Iteration 3F: 3 clusters Score -1090607 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -1092237.250000 Penalty: 928.290649
	Iteration 4F: 3 clusters Score -1092237 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -1093800.250000 Penalty: 928.290649
	Iteration 5F: 3 clusters Score -1093800 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -1094955.625000 Penalty: 928.290649
	Iteration 6F: 3 clusters Score -1094956 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -1095672.250000 Penalty: 928.290649
	Iteration 7Q: 3 clusters Score -1095672 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -1096172.500000 Penalty: 928.290649
	Iteration 8Q: 3 clusters Score -1096172 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -1096540.000000 Penalty: 928.290649
	Iteration 9Q: 3 clusters Score -1096540 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -1096842.250000 Penalty: 928.290649
	Iteration 10Q: 3 clusters Score -1096842 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -1097118.125000 Penalty: 928.290649
	Iteration 11Q: 3 clusters Score -1097118 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -1097343.625000 Penalty: 928.290649
	Iteration 12Q: 3 clusters Score -1097344 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -1097531.750000 Penalty: 928.290649
	Iteration 13Q: 3 clusters Score -1097532 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -1097674.375000 Penalty: 928.290649
	Iteration 14Q: 3 clusters Score -1097674 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -1097775.500000 Penalty: 928.290649
	Iteration 15Q: 3 clusters Score -1097776 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -1097856.250000 Penalty: 928.290649
	Iteration 16Q: 3 clusters Score -1097856 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -1097915.250000 Penalty: 928.290649
	Iteration 17Q: 3 clusters Score -1097915 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -1097953.375000 Penalty: 928.290649
	Iteration 18Q: 3 clusters Score -1097953 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -1097982.750000 Penalty: 928.290649
	Iteration 19Q: 3 clusters Score -1097983 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -1098004.625000 Penalty: 928.290649
	Iteration 20F: 3 clusters Score -1098005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -1098019.625000 Penalty: 928.290649
	Iteration 21Q: 3 clusters Score -1098020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -1098025.500000 Penalty: 928.290649
	Iteration 22Q: 3 clusters Score -1098026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -1098029.625000 Penalty: 928.290649
	Iteration 23Q: 3 clusters Score -1098030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -1098032.500000 Penalty: 928.290649
	Iteration 24Q: 3 clusters Score -1098032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -1098037.625000 Penalty: 928.290649
	Iteration 25Q: 3 clusters Score -1098038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -1098044.875000 Penalty: 928.290649
	Iteration 26Q: 3 clusters Score -1098045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -1098049.750000 Penalty: 928.290649
	Iteration 27Q: 3 clusters Score -1098050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -1098052.875000 Penalty: 928.290649
	Iteration 28Q: 3 clusters Score -1098053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -1098060.500000 Penalty: 928.290649
	Iteration 29Q: 3 clusters Score -1098060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -1098069.875000 Penalty: 928.290649
	Iteration 30Q: 3 clusters Score -1098070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -1098075.000000 Penalty: 928.290649
	Iteration 31Q: 3 clusters Score -1098075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -1098081.625000 Penalty: 928.290649
	Iteration 32Q: 3 clusters Score -1098082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -1098089.875000 Penalty: 928.290649
	Iteration 33Q: 3 clusters Score -1098090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -1098096.000000 Penalty: 928.290649
	Iteration 34Q: 3 clusters Score -1098096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -1098099.750000 Penalty: 928.290649
	Iteration 35Q: 3 clusters Score -1098100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -1098106.750000 Penalty: 928.290649
	Iteration 36Q: 3 clusters Score -1098107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -1098110.125000 Penalty: 928.290649
	Iteration 37Q: 3 clusters Score -1098110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -1098111.250000 Penalty: 928.290649
	Iteration 38Q: 3 clusters Score -1098111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -1098112.750000 Penalty: 928.290649
	Iteration 39Q: 3 clusters Score -1098113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -1098112.500000 Penalty: 928.290649
	Iteration 40F: 3 clusters Score -1098112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -1098114.500000 Penalty: 928.290649
	Iteration 41Q: 3 clusters Score -1098114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -1098116.500000 Penalty: 928.290649
	Iteration 42Q: 3 clusters Score -1098116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -1098117.250000 Penalty: 928.290649
	Iteration 43Q: 3 clusters Score -1098117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -1098117.750000 Penalty: 928.290649
	Iteration 44Q: 3 clusters Score -1098118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -1098117.750000 Penalty: 928.290649
	Iteration 45F: 3 clusters Score -1098118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Entering Unmasked Estep 
Score: -126229.296875 Penalty: 365.041809
	Iteration 0F: 2 clusters Score -126229.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -124038.804688 Penalty: 730.083618
	Iteration 0F: 3 clusters Score -124038.8 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -124787.914062 Penalty: 730.083618
	Iteration 1F: 3 clusters Score -124787.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -124931.570312 Penalty: 730.083618
	Iteration 2F: 3 clusters Score -124931.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -125089.281250 Penalty: 730.083618
	Iteration 3F: 3 clusters Score -125089.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -125278.000000 Penalty: 730.083618
	Iteration 4F: 3 clusters Score -125278 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -125523.289062 Penalty: 730.083618
	Iteration 5F: 3 clusters Score -125523.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -125683.007812 Penalty: 730.083618
	Iteration 6F: 3 clusters Score -125683 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -125769.828125 Penalty: 730.083618
	Iteration 7Q: 3 clusters Score -125769.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -125828.554688 Penalty: 730.083618
	Iteration 8Q: 3 clusters Score -125828.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -125901.132812 Penalty: 730.083618
	Iteration 9Q: 3 clusters Score -125901.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -125985.914062 Penalty: 730.083618
	Iteration 10Q: 3 clusters Score -125985.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -126062.328125 Penalty: 730.083618
	Iteration 11Q: 3 clusters Score -126062.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -126116.500000 Penalty: 730.083618
	Iteration 12Q: 3 clusters Score -126116.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -126165.531250 Penalty: 730.083618
	Iteration 13Q: 3 clusters Score -126165.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -126180.882812 Penalty: 730.083618
	Iteration 14Q: 3 clusters Score -126180.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -126187.812500 Penalty: 730.083618
	Iteration 15Q: 3 clusters Score -126187.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -126194.140625 Penalty: 730.083618
	Iteration 16Q: 3 clusters Score -126194.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -126195.640625 Penalty: 730.083618
	Iteration 17Q: 3 clusters Score -126195.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -126195.679688 Penalty: 730.083618
	Iteration 18Q: 3 clusters Score -126195.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -126196.242188 Penalty: 730.083618
	Iteration 19Q: 3 clusters Score -126196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -126196.242188 Penalty: 730.083618
	Iteration 20F: 3 clusters Score -126196.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Entering Unmasked Estep 
Score: -241722.906250 Penalty: 396.467987
	Iteration 0F: 2 clusters Score -241722.9 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 2981 members 
Entering Unmasked Estep 
Score: -237693.296875 Penalty: 792.935974
	Iteration 0F: 3 clusters Score -237693.3 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -239450.531250 Penalty: 792.935974
	Iteration 1F: 3 clusters Score -239450.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -239713.968750 Penalty: 792.935974
	Iteration 2F: 3 clusters Score -239714 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -239995.828125 Penalty: 792.935974
	Iteration 3F: 3 clusters Score -239995.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -240351.890625 Penalty: 792.935974
	Iteration 4F: 3 clusters Score -240351.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -240619.171875 Penalty: 792.935974
	Iteration 5F: 3 clusters Score -240619.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -240795.453125 Penalty: 792.935974
	Iteration 6Q: 3 clusters Score -240795.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -240878.812500 Penalty: 792.935974
	Iteration 7Q: 3 clusters Score -240878.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -240922.625000 Penalty: 792.935974
	Iteration 8Q: 3 clusters Score -240922.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -240948.562500 Penalty: 792.935974
	Iteration 9Q: 3 clusters Score -240948.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -240968.296875 Penalty: 792.935974
	Iteration 10Q: 3 clusters Score -240968.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -240983.234375 Penalty: 792.935974
	Iteration 11Q: 3 clusters Score -240983.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -240995.843750 Penalty: 792.935974
	Iteration 12Q: 3 clusters Score -240995.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -241009.921875 Penalty: 792.935974
	Iteration 13Q: 3 clusters Score -241009.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -241019.093750 Penalty: 792.935974
	Iteration 14Q: 3 clusters Score -241019.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -241027.703125 Penalty: 792.935974
	Iteration 15Q: 3 clusters Score -241027.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -241037.015625 Penalty: 792.935974
	Iteration 16Q: 3 clusters Score -241037 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -241049.171875 Penalty: 792.935974
	Iteration 17Q: 3 clusters Score -241049.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -241056.812500 Penalty: 792.935974
	Iteration 18Q: 3 clusters Score -241056.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -241063.015625 Penalty: 792.935974
	Iteration 19Q: 3 clusters Score -241063 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -241069.796875 Penalty: 792.935974
	Iteration 20F: 3 clusters Score -241069.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -241075.656250 Penalty: 792.935974
	Iteration 21Q: 3 clusters Score -241075.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -241081.328125 Penalty: 792.935974
	Iteration 22Q: 3 clusters Score -241081.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -241088.640625 Penalty: 792.935974
	Iteration 23Q: 3 clusters Score -241088.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -241097.703125 Penalty: 792.935974
	Iteration 24Q: 3 clusters Score -241097.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -241104.296875 Penalty: 792.935974
	Iteration 25Q: 3 clusters Score -241104.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -241111.296875 Penalty: 792.935974
	Iteration 26Q: 3 clusters Score -241111.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -241119.062500 Penalty: 792.935974
	Iteration 27Q: 3 clusters Score -241119.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -241128.140625 Penalty: 792.935974
	Iteration 28Q: 3 clusters Score -241128.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -241139.250000 Penalty: 792.935974
	Iteration 29Q: 3 clusters Score -241139.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -241148.921875 Penalty: 792.935974
	Iteration 30Q: 3 clusters Score -241148.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -241157.750000 Penalty: 792.935974
	Iteration 31Q: 3 clusters Score -241157.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -241169.078125 Penalty: 792.935974
	Iteration 32Q: 3 clusters Score -241169.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -241176.437500 Penalty: 792.935974
	Iteration 33Q: 3 clusters Score -241176.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -241181.406250 Penalty: 792.935974
	Iteration 34Q: 3 clusters Score -241181.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -241187.359375 Penalty: 792.935974
	Iteration 35Q: 3 clusters Score -241187.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -241195.296875 Penalty: 792.935974
	Iteration 36Q: 3 clusters Score -241195.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -241204.953125 Penalty: 792.935974
	Iteration 37Q: 3 clusters Score -241205 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -241217.312500 Penalty: 792.935974
	Iteration 38Q: 3 clusters Score -241217.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -241231.640625 Penalty: 792.935974
	Iteration 39Q: 3 clusters Score -241231.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -241244.609375 Penalty: 792.935974
	Iteration 40F: 3 clusters Score -241244.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -241252.218750 Penalty: 792.935974
	Iteration 41Q: 3 clusters Score -241252.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -241258.265625 Penalty: 792.935974
	Iteration 42Q: 3 clusters Score -241258.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -241262.828125 Penalty: 792.935974
	Iteration 43Q: 3 clusters Score -241262.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -241266.718750 Penalty: 792.935974
	Iteration 44Q: 3 clusters Score -241266.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -241269.796875 Penalty: 792.935974
	Iteration 45Q: 3 clusters Score -241269.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -241270.875000 Penalty: 792.935974
	Iteration 46Q: 3 clusters Score -241270.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -241272.687500 Penalty: 792.935974
	Iteration 47Q: 3 clusters Score -241272.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -241274.734375 Penalty: 792.935974
	Iteration 48Q: 3 clusters Score -241274.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -241278.015625 Penalty: 792.935974
	Iteration 49Q: 3 clusters Score -241278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -241284.734375 Penalty: 792.935974
	Iteration 50Q: 3 clusters Score -241284.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -241293.875000 Penalty: 792.935974
	Iteration 51Q: 3 clusters Score -241293.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -241303.031250 Penalty: 792.935974
	Iteration 52Q: 3 clusters Score -241303 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -241309.859375 Penalty: 792.935974
	Iteration 53Q: 3 clusters Score -241309.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -241318.109375 Penalty: 792.935974
	Iteration 54Q: 3 clusters Score -241318.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -241325.703125 Penalty: 792.935974
	Iteration 55Q: 3 clusters Score -241325.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -241331.750000 Penalty: 792.935974
	Iteration 56Q: 3 clusters Score -241331.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -241334.812500 Penalty: 792.935974
	Iteration 57Q: 3 clusters Score -241334.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -241339.234375 Penalty: 792.935974
	Iteration 58Q: 3 clusters Score -241339.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -241342.343750 Penalty: 792.935974
	Iteration 59Q: 3 clusters Score -241342.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -241344.156250 Penalty: 792.935974
	Iteration 60F: 3 clusters Score -241344.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -241345.421875 Penalty: 792.935974
	Iteration 61Q: 3 clusters Score -241345.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -241347.296875 Penalty: 792.935974
	Iteration 62Q: 3 clusters Score -241347.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -241350.421875 Penalty: 792.935974
	Iteration 63Q: 3 clusters Score -241350.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -241352.359375 Penalty: 792.935974
	Iteration 64Q: 3 clusters Score -241352.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -241354.312500 Penalty: 792.935974
	Iteration 65Q: 3 clusters Score -241354.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -241358.359375 Penalty: 792.935974
	Iteration 66Q: 3 clusters Score -241358.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -241361.515625 Penalty: 792.935974
	Iteration 67Q: 3 clusters Score -241361.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -241364.421875 Penalty: 792.935974
	Iteration 68Q: 3 clusters Score -241364.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -241369.390625 Penalty: 792.935974
	Iteration 69Q: 3 clusters Score -241369.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -241372.812500 Penalty: 792.935974
	Iteration 70Q: 3 clusters Score -241372.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -241377.234375 Penalty: 792.935974
	Iteration 71Q: 3 clusters Score -241377.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -241379.093750 Penalty: 792.935974
	Iteration 72Q: 3 clusters Score -241379.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -241381.046875 Penalty: 792.935974
	Iteration 73Q: 3 clusters Score -241381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -241381.265625 Penalty: 792.935974
	Iteration 74Q: 3 clusters Score -241381.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -241381.265625 Penalty: 792.935974
	Iteration 75F: 3 clusters Score -241381.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (302785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302785 members 
Entering Unmasked Estep 
Score: -12555230.000000 Penalty: 574.245422
	Iteration 0F: 2 clusters Score -1.255523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151188 members 
Mstep: Class 2 contains 151597 members 
Entering Unmasked Estep 
Score: -12349124.000000 Penalty: 1148.490845
	Iteration 0F: 3 clusters Score -1.234912e+07 nChanged 149651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126353 members 
Mstep: Class 2 contains 176432 members 
Entering Unmasked Estep 
Score: -12451095.000000 Penalty: 1148.490845
	Iteration 1F: 3 clusters Score -1.24511e+07 nChanged 20537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111142 members 
Mstep: Class 2 contains 191643 members 
Entering Unmasked Estep 
Score: -12461872.000000 Penalty: 1148.490845
	Iteration 2F: 3 clusters Score -1.246187e+07 nChanged 21982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93514 members 
Mstep: Class 2 contains 209271 members 
Entering Unmasked Estep 
Score: -12474631.000000 Penalty: 1148.490845
	Iteration 3F: 3 clusters Score -1.247463e+07 nChanged 21703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74403 members 
Mstep: Class 2 contains 228382 members 
Entering Unmasked Estep 
Score: -12489305.000000 Penalty: 1148.490845
	Iteration 4F: 3 clusters Score -1.24893e+07 nChanged 21070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 248436 members 
Entering Unmasked Estep 
Score: -12505567.000000 Penalty: 1148.490845
	Iteration 5F: 3 clusters Score -1.250557e+07 nChanged 19212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 267436 members 
Entering Unmasked Estep 
Score: -12522040.000000 Penalty: 1148.490845
	Iteration 6F: 3 clusters Score -1.252204e+07 nChanged 16074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 283476 members 
Entering Unmasked Estep 
Score: -12537380.000000 Penalty: 1148.490845
	Iteration 7F: 3 clusters Score -1.253738e+07 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 294357 members 
Entering Unmasked Estep 
Score: -12547752.000000 Penalty: 1148.490845
	Iteration 8Q: 3 clusters Score -1.254775e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 299605 members 
Entering Unmasked Estep 
Score: -12552496.000000 Penalty: 1148.490845
	Iteration 9Q: 3 clusters Score -1.25525e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 301480 members 
Entering Unmasked Estep 
Score: -12554040.000000 Penalty: 1148.490845
	Iteration 10Q: 3 clusters Score -1.255404e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 302110 members 
Entering Unmasked Estep 
Score: -12554500.000000 Penalty: 1148.490845
	Iteration 11Q: 3 clusters Score -1.25545e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 302321 members 
Entering Unmasked Estep 
Score: -12554725.000000 Penalty: 1148.490845
	Iteration 12Q: 3 clusters Score -1.255472e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 302371 members 
Entering Unmasked Estep 
Score: -12554863.000000 Penalty: 1148.490845
	Iteration 13Q: 3 clusters Score -1.255486e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 302345 members 
Entering Unmasked Estep 
Score: -12554994.000000 Penalty: 1148.490845
	Iteration 14Q: 3 clusters Score -1.255499e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 302282 members 
Entering Unmasked Estep 
Score: -12555094.000000 Penalty: 1148.490845
	Iteration 15Q: 3 clusters Score -1.255509e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 302242 members 
Entering Unmasked Estep 
Score: -12555147.000000 Penalty: 1148.490845
	Iteration 16Q: 3 clusters Score -1.255515e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 302220 members 
Entering Unmasked Estep 
Score: -12555155.000000 Penalty: 1148.490845
	Iteration 17Q: 3 clusters Score -1.255516e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 302201 members 
Entering Unmasked Estep 
Score: -12555176.000000 Penalty: 1148.490845
	Iteration 18Q: 3 clusters Score -1.255518e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 302175 members 
Entering Unmasked Estep 
Score: -12555187.000000 Penalty: 1148.490845
	Iteration 19Q: 3 clusters Score -1.255519e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 302158 members 
Entering Unmasked Estep 
Score: -12555197.000000 Penalty: 1148.490845
	Iteration 20F: 3 clusters Score -1.25552e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 302144 members 
Entering Unmasked Estep 
Score: -12555210.000000 Penalty: 1148.490845
	Iteration 21Q: 3 clusters Score -1.255521e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 302131 members 
Entering Unmasked Estep 
Score: -12555199.000000 Penalty: 1148.490845
	Iteration 22Q: 3 clusters Score -1.25552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 302124 members 
Entering Unmasked Estep 
Score: -12555205.000000 Penalty: 1148.490845
	Iteration 23Q: 3 clusters Score -1.25552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 302123 members 
Entering Unmasked Estep 
Score: -12555204.000000 Penalty: 1148.490845
	Iteration 24Q: 3 clusters Score -1.25552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 302124 members 
Entering Unmasked Estep 
Score: -12555207.000000 Penalty: 1148.490845
	Iteration 25Q: 3 clusters Score -1.255521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 302126 members 
Entering Unmasked Estep 
Score: -12555208.000000 Penalty: 1148.490845
	Iteration 26Q: 3 clusters Score -1.255521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 302123 members 
Entering Unmasked Estep 
Score: -12555210.000000 Penalty: 1148.490845
	Iteration 27Q: 3 clusters Score -1.255521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 302120 members 
Entering Unmasked Estep 
Score: -12555213.000000 Penalty: 1148.490845
	Iteration 28Q: 3 clusters Score -1.255521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 302118 members 
Entering Unmasked Estep 
Score: -12555217.000000 Penalty: 1148.490845
	Iteration 29Q: 3 clusters Score -1.255522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 302121 members 
Entering Unmasked Estep 
Score: -12555213.000000 Penalty: 1148.490845
	Iteration 30Q: 3 clusters Score -1.255521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 302121 members 
Entering Unmasked Estep 
Score: -12555210.000000 Penalty: 1148.490845
	Iteration 31Q: 3 clusters Score -1.255521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 302123 members 
Entering Unmasked Estep 
Score: -12555216.000000 Penalty: 1148.490845
	Iteration 32Q: 3 clusters Score -1.255522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 302123 members 
Entering Unmasked Estep 
Score: -12555217.000000 Penalty: 1148.490845
	Iteration 33Q: 3 clusters Score -1.255522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 302124 members 
Entering Unmasked Estep 
Score: -12555209.000000 Penalty: 1148.490845
	Iteration 34Q: 3 clusters Score -1.255521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 302120 members 
Entering Unmasked Estep 
Score: -12555213.000000 Penalty: 1148.490845
	Iteration 35Q: 3 clusters Score -1.255521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 302117 members 
Entering Unmasked Estep 
Score: -12555216.000000 Penalty: 1148.490845
	Iteration 36Q: 3 clusters Score -1.255522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 302116 members 
Entering Unmasked Estep 
Score: -12555211.000000 Penalty: 1148.490845
	Iteration 37Q: 3 clusters Score -1.255521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 302114 members 
Entering Unmasked Estep 
Score: -12555225.000000 Penalty: 1148.490845
	Iteration 38Q: 3 clusters Score -1.255522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 302114 members 
Entering Unmasked Estep 
Score: -12555225.000000 Penalty: 1148.490845
	Iteration 39F: 3 clusters Score -1.255522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (57869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Entering Unmasked Estep 
Score: -2339168.500000 Penalty: 498.950104
	Iteration 0F: 2 clusters Score -2339168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -2300428.750000 Penalty: 997.900208
	Iteration 0F: 3 clusters Score -2300429 nChanged 27969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -2318301.750000 Penalty: 997.900208
	Iteration 1F: 3 clusters Score -2318302 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -2320385.500000 Penalty: 997.900208
	Iteration 2F: 3 clusters Score -2320386 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -2322971.500000 Penalty: 997.900208
	Iteration 3F: 3 clusters Score -2322972 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -2325840.750000 Penalty: 997.900208
	Iteration 4F: 3 clusters Score -2325841 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -2328393.500000 Penalty: 997.900208
	Iteration 5F: 3 clusters Score -2328394 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -2330482.500000 Penalty: 997.900208
	Iteration 6F: 3 clusters Score -2330482 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -2331880.250000 Penalty: 997.900208
	Iteration 7Q: 3 clusters Score -2331880 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -2332877.750000 Penalty: 997.900208
	Iteration 8Q: 3 clusters Score -2332878 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -2333829.500000 Penalty: 997.900208
	Iteration 9Q: 3 clusters Score -2333830 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -2334773.750000 Penalty: 997.900208
	Iteration 10Q: 3 clusters Score -2334774 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -2335727.250000 Penalty: 997.900208
	Iteration 11Q: 3 clusters Score -2335727 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -2336617.500000 Penalty: 997.900208
	Iteration 12Q: 3 clusters Score -2336618 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -2337324.000000 Penalty: 997.900208
	Iteration 13Q: 3 clusters Score -2337324 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -2337828.000000 Penalty: 997.900208
	Iteration 14Q: 3 clusters Score -2337828 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -2338189.000000 Penalty: 997.900208
	Iteration 15Q: 3 clusters Score -2338189 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 56919 members 
Entering Unmasked Estep 
Score: -2338491.750000 Penalty: 997.900208
	Iteration 16Q: 3 clusters Score -2338492 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -2338670.750000 Penalty: 997.900208
	Iteration 17Q: 3 clusters Score -2338671 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -2338779.500000 Penalty: 997.900208
	Iteration 18Q: 3 clusters Score -2338780 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 57200 members 
Entering Unmasked Estep 
Score: -2338829.500000 Penalty: 997.900208
	Iteration 19Q: 3 clusters Score -2338830 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 57223 members 
Entering Unmasked Estep 
Score: -2338885.500000 Penalty: 997.900208
	Iteration 20F: 3 clusters Score -2338886 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 57227 members 
Entering Unmasked Estep 
Score: -2338923.250000 Penalty: 997.900208
	Iteration 21Q: 3 clusters Score -2338923 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 57230 members 
Entering Unmasked Estep 
Score: -2338951.000000 Penalty: 997.900208
	Iteration 22Q: 3 clusters Score -2338951 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -2338961.750000 Penalty: 997.900208
	Iteration 23Q: 3 clusters Score -2338962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 57229 members 
Entering Unmasked Estep 
Score: -2338976.000000 Penalty: 997.900208
	Iteration 24Q: 3 clusters Score -2338976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 57222 members 
Entering Unmasked Estep 
Score: -2338987.500000 Penalty: 997.900208
	Iteration 25Q: 3 clusters Score -2338988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -2338991.750000 Penalty: 997.900208
	Iteration 26Q: 3 clusters Score -2338992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -2338995.500000 Penalty: 997.900208
	Iteration 27Q: 3 clusters Score -2338996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -2338999.750000 Penalty: 997.900208
	Iteration 28Q: 3 clusters Score -2339000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -2338998.000000 Penalty: 997.900208
	Iteration 29Q: 3 clusters Score -2338998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -2339000.750000 Penalty: 997.900208
	Iteration 30Q: 3 clusters Score -2339001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -2339000.000000 Penalty: 997.900208
	Iteration 31Q: 3 clusters Score -2339000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -2338998.500000 Penalty: 997.900208
	Iteration 32Q: 3 clusters Score -2338998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -2339000.000000 Penalty: 997.900208
	Iteration 33Q: 3 clusters Score -2339000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -2339002.500000 Penalty: 997.900208
	Iteration 34Q: 3 clusters Score -2339002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -2339001.250000 Penalty: 997.900208
	Iteration 35Q: 3 clusters Score -2339001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -2339004.250000 Penalty: 997.900208
	Iteration 36Q: 3 clusters Score -2339004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -2339005.000000 Penalty: 997.900208
	Iteration 37Q: 3 clusters Score -2339005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 57187 members 
Entering Unmasked Estep 
Score: -2339006.750000 Penalty: 997.900208
	Iteration 38Q: 3 clusters Score -2339007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -2339010.000000 Penalty: 997.900208
	Iteration 39Q: 3 clusters Score -2339010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -2339009.000000 Penalty: 997.900208
	Iteration 40F: 3 clusters Score -2339009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 57187 members 
Entering Unmasked Estep 
Score: -2339011.750000 Penalty: 997.900208
	Iteration 41Q: 3 clusters Score -2339012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -2339007.500000 Penalty: 997.900208
	Iteration 42Q: 3 clusters Score -2339008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 57187 members 
Entering Unmasked Estep 
Score: -2339009.250000 Penalty: 997.900208
	Iteration 43Q: 3 clusters Score -2339009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -2339009.000000 Penalty: 997.900208
	Iteration 44Q: 3 clusters Score -2339009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -2339009.000000 Penalty: 997.900208
	Iteration 45F: 3 clusters Score -2339009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Entering Unmasked Estep 
Score: -39625.753906 Penalty: 323.425110
	Iteration 0F: 2 clusters Score -39625.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -38723.035156 Penalty: 646.850220
	Iteration 0F: 3 clusters Score -38723.04 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -39268.222656 Penalty: 646.850220
	Iteration 1F: 3 clusters Score -39268.22 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -39684.093750 Penalty: 646.850220
	Iteration 2F: 3 clusters Score -39684.09 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -39981.222656 Penalty: 646.850220
	Iteration 3F: 3 clusters Score -39981.22 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -40040.640625 Penalty: 646.850220
	Iteration 4F: 3 clusters Score -40040.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -40048.316406 Penalty: 646.850220
	Iteration 5Q: 3 clusters Score -40048.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -40058.265625 Penalty: 646.850220
	Iteration 6Q: 3 clusters Score -40058.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -40066.503906 Penalty: 646.850220
	Iteration 7Q: 3 clusters Score -40066.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -40071.066406 Penalty: 646.850220
	Iteration 8Q: 3 clusters Score -40071.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -40073.800781 Penalty: 646.850220
	Iteration 9Q: 3 clusters Score -40073.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -40075.656250 Penalty: 646.850220
	Iteration 10Q: 3 clusters Score -40075.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -40077.203125 Penalty: 646.850220
	Iteration 11Q: 3 clusters Score -40077.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -40079.394531 Penalty: 646.850220
	Iteration 12Q: 3 clusters Score -40079.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -40081.234375 Penalty: 646.850220
	Iteration 13Q: 3 clusters Score -40081.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -40081.378906 Penalty: 646.850220
	Iteration 14Q: 3 clusters Score -40081.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -40082.675781 Penalty: 646.850220
	Iteration 15Q: 3 clusters Score -40082.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -40082.675781 Penalty: 646.850220
	Iteration 16F: 3 clusters Score -40082.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 162831 members 
Mstep: Class 5 contains 13670 members 
Mstep: Class 6 contains 4800 members 
Mstep: Class 7 contains 8823 members 
Mstep: Class 8 contains 4208 members 
Mstep: Class 9 contains 3627 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 26930 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 6085 members 
Mstep: Class 15 contains 302785 members 
Mstep: Class 16 contains 57869 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 1452 members 
Mstep: Class 21 contains 5608 members 
Mstep: Class 22 contains 15331 members 
Mstep: Class 23 contains 966 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 590 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 3751 members 
Mstep: Class 28 contains 4133 members 
Mstep: Class 29 contains 13469 members 
Mstep: Class 30 contains 29558 members 
Mstep: Class 31 contains 28953 members 
Mstep: Class 32 contains 941 members 
Mstep: Class 33 contains 760 members 
Entering Unmasked Estep 
Score: -28337460.000000 Penalty: 20271.449219
Splitting cluster 17 changes total score from -28337192.000000 to -28337460.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (2241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Entering Unmasked Estep 
Score: -74574.257812 Penalty: 351.017822
	Iteration 0F: 2 clusters Score -74574.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -73033.789062 Penalty: 702.035645
	Iteration 0F: 3 clusters Score -73033.79 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -74037.054688 Penalty: 702.035645
	Iteration 1F: 3 clusters Score -74037.05 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -74682.007812 Penalty: 702.035645
	Iteration 2F: 3 clusters Score -74682.01 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -75078.859375 Penalty: 702.035645
	Iteration 3F: 3 clusters Score -75078.86 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -75229.046875 Penalty: 702.035645
	Iteration 4F: 3 clusters Score -75229.05 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -75299.625000 Penalty: 702.035645
	Iteration 5Q: 3 clusters Score -75299.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -75333.960938 Penalty: 702.035645
	Iteration 6Q: 3 clusters Score -75333.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -75354.093750 Penalty: 702.035645
	Iteration 7Q: 3 clusters Score -75354.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -75363.023438 Penalty: 702.035645
	Iteration 8Q: 3 clusters Score -75363.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -75368.320312 Penalty: 702.035645
	Iteration 9Q: 3 clusters Score -75368.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -75372.218750 Penalty: 702.035645
	Iteration 10Q: 3 clusters Score -75372.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -75374.812500 Penalty: 702.035645
	Iteration 11Q: 3 clusters Score -75374.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -75374.976562 Penalty: 702.035645
	Iteration 12Q: 3 clusters Score -75374.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -75375.101562 Penalty: 702.035645
	Iteration 13Q: 3 clusters Score -75375.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -75375.101562 Penalty: 702.035645
	Iteration 14F: 3 clusters Score -75375.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 162831 members 
Mstep: Class 5 contains 13670 members 
Mstep: Class 6 contains 4800 members 
Mstep: Class 7 contains 8823 members 
Mstep: Class 8 contains 4208 members 
Mstep: Class 9 contains 3627 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 26930 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 6085 members 
Mstep: Class 15 contains 302785 members 
Mstep: Class 16 contains 57869 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 736 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 1452 members 
Mstep: Class 21 contains 5608 members 
Mstep: Class 22 contains 15331 members 
Mstep: Class 23 contains 966 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 590 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 3751 members 
Mstep: Class 28 contains 4133 members 
Mstep: Class 29 contains 13469 members 
Mstep: Class 30 contains 29558 members 
Mstep: Class 31 contains 28953 members 
Mstep: Class 32 contains 941 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 1505 members 
Entering Unmasked Estep 
Score: -28338034.000000 Penalty: 20885.734375
Splitting cluster 18 changes total score from -28337192.000000 to -28338034.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (2566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Entering Unmasked Estep 
Score: -103826.617188 Penalty: 357.179718
	Iteration 0F: 2 clusters Score -103826.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -101980.656250 Penalty: 714.359436
	Iteration 0F: 3 clusters Score -101980.7 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -102655.515625 Penalty: 714.359436
	Iteration 1F: 3 clusters Score -102655.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -102803.812500 Penalty: 714.359436
	Iteration 2F: 3 clusters Score -102803.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -102916.132812 Penalty: 714.359436
	Iteration 3F: 3 clusters Score -102916.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -103049.289062 Penalty: 714.359436
	Iteration 4F: 3 clusters Score -103049.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -103176.578125 Penalty: 714.359436
	Iteration 5F: 3 clusters Score -103176.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -103258.101562 Penalty: 714.359436
	Iteration 6Q: 3 clusters Score -103258.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -103318.937500 Penalty: 714.359436
	Iteration 7Q: 3 clusters Score -103318.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -103364.429688 Penalty: 714.359436
	Iteration 8Q: 3 clusters Score -103364.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -103402.992188 Penalty: 714.359436
	Iteration 9Q: 3 clusters Score -103403 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -103427.101562 Penalty: 714.359436
	Iteration 10Q: 3 clusters Score -103427.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -103446.921875 Penalty: 714.359436
	Iteration 11Q: 3 clusters Score -103446.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -103465.710938 Penalty: 714.359436
	Iteration 12Q: 3 clusters Score -103465.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -103484.093750 Penalty: 714.359436
	Iteration 13Q: 3 clusters Score -103484.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -103499.523438 Penalty: 714.359436
	Iteration 14Q: 3 clusters Score -103499.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -103521.671875 Penalty: 714.359436
	Iteration 15Q: 3 clusters Score -103521.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -103536.703125 Penalty: 714.359436
	Iteration 16Q: 3 clusters Score -103536.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -103552.531250 Penalty: 714.359436
	Iteration 17Q: 3 clusters Score -103552.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -103564.367188 Penalty: 714.359436
	Iteration 18Q: 3 clusters Score -103564.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -103574.882812 Penalty: 714.359436
	Iteration 19Q: 3 clusters Score -103574.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -103582.234375 Penalty: 714.359436
	Iteration 20F: 3 clusters Score -103582.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -103589.429688 Penalty: 714.359436
	Iteration 21Q: 3 clusters Score -103589.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -103593.671875 Penalty: 714.359436
	Iteration 22Q: 3 clusters Score -103593.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -103596.929688 Penalty: 714.359436
	Iteration 23Q: 3 clusters Score -103596.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -103599.921875 Penalty: 714.359436
	Iteration 24Q: 3 clusters Score -103599.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -103601.750000 Penalty: 714.359436
	Iteration 25Q: 3 clusters Score -103601.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -103604.023438 Penalty: 714.359436
	Iteration 26Q: 3 clusters Score -103604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -103605.281250 Penalty: 714.359436
	Iteration 27Q: 3 clusters Score -103605.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -103605.546875 Penalty: 714.359436
	Iteration 28Q: 3 clusters Score -103605.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -103605.546875 Penalty: 714.359436
	Iteration 29F: 3 clusters Score -103605.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Entering Unmasked Estep 
Score: -50816.343750 Penalty: 331.271729
	Iteration 0F: 2 clusters Score -50816.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -49730.003906 Penalty: 662.543457
	Iteration 0F: 3 clusters Score -49730 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -50110.398438 Penalty: 662.543457
	Iteration 1F: 3 clusters Score -50110.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -50199.097656 Penalty: 662.543457
	Iteration 2F: 3 clusters Score -50199.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -50268.441406 Penalty: 662.543457
	Iteration 3F: 3 clusters Score -50268.44 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -50337.675781 Penalty: 662.543457
	Iteration 4F: 3 clusters Score -50337.68 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -50393.828125 Penalty: 662.543457
	Iteration 5Q: 3 clusters Score -50393.83 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -50447.542969 Penalty: 662.543457
	Iteration 6Q: 3 clusters Score -50447.54 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -50506.121094 Penalty: 662.543457
	Iteration 7Q: 3 clusters Score -50506.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -50552.324219 Penalty: 662.543457
	Iteration 8Q: 3 clusters Score -50552.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -50591.472656 Penalty: 662.543457
	Iteration 9Q: 3 clusters Score -50591.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -50611.582031 Penalty: 662.543457
	Iteration 10Q: 3 clusters Score -50611.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -50619.250000 Penalty: 662.543457
	Iteration 11Q: 3 clusters Score -50619.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -50622.789062 Penalty: 662.543457
	Iteration 12Q: 3 clusters Score -50622.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -50625.363281 Penalty: 662.543457
	Iteration 13Q: 3 clusters Score -50625.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -50628.031250 Penalty: 662.543457
	Iteration 14Q: 3 clusters Score -50628.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -50629.082031 Penalty: 662.543457
	Iteration 15Q: 3 clusters Score -50629.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -50631.175781 Penalty: 662.543457
	Iteration 16Q: 3 clusters Score -50631.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -50635.417969 Penalty: 662.543457
	Iteration 17Q: 3 clusters Score -50635.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -50637.722656 Penalty: 662.543457
	Iteration 18Q: 3 clusters Score -50637.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -50638.718750 Penalty: 662.543457
	Iteration 19Q: 3 clusters Score -50638.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -50639.707031 Penalty: 662.543457
	Iteration 20F: 3 clusters Score -50639.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -50640.503906 Penalty: 662.543457
	Iteration 21Q: 3 clusters Score -50640.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -50640.656250 Penalty: 662.543457
	Iteration 22Q: 3 clusters Score -50640.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -50641.250000 Penalty: 662.543457
	Iteration 23Q: 3 clusters Score -50641.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -50641.410156 Penalty: 662.543457
	Iteration 24Q: 3 clusters Score -50641.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -50641.523438 Penalty: 662.543457
	Iteration 25Q: 3 clusters Score -50641.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -50641.523438 Penalty: 662.543457
	Iteration 26F: 3 clusters Score -50641.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Entering Unmasked Estep 
Score: -228395.078125 Penalty: 392.753693
	Iteration 0F: 2 clusters Score -228395.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -224606.921875 Penalty: 785.507385
	Iteration 0F: 3 clusters Score -224606.9 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -226102.906250 Penalty: 785.507385
	Iteration 1F: 3 clusters Score -226102.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -226402.968750 Penalty: 785.507385
	Iteration 2F: 3 clusters Score -226403 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -226767.953125 Penalty: 785.507385
	Iteration 3F: 3 clusters Score -226768 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -227051.203125 Penalty: 785.507385
	Iteration 4F: 3 clusters Score -227051.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -227287.625000 Penalty: 785.507385
	Iteration 5F: 3 clusters Score -227287.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -227435.765625 Penalty: 785.507385
	Iteration 6Q: 3 clusters Score -227435.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -227531.750000 Penalty: 785.507385
	Iteration 7Q: 3 clusters Score -227531.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -227594.984375 Penalty: 785.507385
	Iteration 8Q: 3 clusters Score -227595 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -227633.843750 Penalty: 785.507385
	Iteration 9Q: 3 clusters Score -227633.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -227665.734375 Penalty: 785.507385
	Iteration 10Q: 3 clusters Score -227665.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -227694.156250 Penalty: 785.507385
	Iteration 11Q: 3 clusters Score -227694.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -227723.984375 Penalty: 785.507385
	Iteration 12Q: 3 clusters Score -227724 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -227749.921875 Penalty: 785.507385
	Iteration 13Q: 3 clusters Score -227749.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -227770.390625 Penalty: 785.507385
	Iteration 14Q: 3 clusters Score -227770.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -227787.921875 Penalty: 785.507385
	Iteration 15Q: 3 clusters Score -227787.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -227798.015625 Penalty: 785.507385
	Iteration 16Q: 3 clusters Score -227798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -227805.671875 Penalty: 785.507385
	Iteration 17Q: 3 clusters Score -227805.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -227810.828125 Penalty: 785.507385
	Iteration 18Q: 3 clusters Score -227810.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -227813.843750 Penalty: 785.507385
	Iteration 19Q: 3 clusters Score -227813.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -227815.531250 Penalty: 785.507385
	Iteration 20F: 3 clusters Score -227815.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -227818.687500 Penalty: 785.507385
	Iteration 21Q: 3 clusters Score -227818.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -227823.281250 Penalty: 785.507385
	Iteration 22Q: 3 clusters Score -227823.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -227826.265625 Penalty: 785.507385
	Iteration 23Q: 3 clusters Score -227826.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -227828.843750 Penalty: 785.507385
	Iteration 24Q: 3 clusters Score -227828.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -227831.625000 Penalty: 785.507385
	Iteration 25Q: 3 clusters Score -227831.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -227834.312500 Penalty: 785.507385
	Iteration 26Q: 3 clusters Score -227834.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -227838.062500 Penalty: 785.507385
	Iteration 27Q: 3 clusters Score -227838.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -227843.281250 Penalty: 785.507385
	Iteration 28Q: 3 clusters Score -227843.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -227850.375000 Penalty: 785.507385
	Iteration 29Q: 3 clusters Score -227850.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -227856.500000 Penalty: 785.507385
	Iteration 30Q: 3 clusters Score -227856.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -227860.187500 Penalty: 785.507385
	Iteration 31Q: 3 clusters Score -227860.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -227863.796875 Penalty: 785.507385
	Iteration 32Q: 3 clusters Score -227863.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -227868.359375 Penalty: 785.507385
	Iteration 33Q: 3 clusters Score -227868.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -227872.875000 Penalty: 785.507385
	Iteration 34Q: 3 clusters Score -227872.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -227875.875000 Penalty: 785.507385
	Iteration 35Q: 3 clusters Score -227875.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -227879.593750 Penalty: 785.507385
	Iteration 36Q: 3 clusters Score -227879.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -227886.171875 Penalty: 785.507385
	Iteration 37Q: 3 clusters Score -227886.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -227889.375000 Penalty: 785.507385
	Iteration 38Q: 3 clusters Score -227889.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -227893.765625 Penalty: 785.507385
	Iteration 39Q: 3 clusters Score -227893.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -227900.125000 Penalty: 785.507385
	Iteration 40F: 3 clusters Score -227900.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -227908.406250 Penalty: 785.507385
	Iteration 41Q: 3 clusters Score -227908.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -227920.000000 Penalty: 785.507385
	Iteration 42Q: 3 clusters Score -227920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -227929.906250 Penalty: 785.507385
	Iteration 43Q: 3 clusters Score -227929.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -227936.781250 Penalty: 785.507385
	Iteration 44Q: 3 clusters Score -227936.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -227944.531250 Penalty: 785.507385
	Iteration 45Q: 3 clusters Score -227944.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -227953.218750 Penalty: 785.507385
	Iteration 46Q: 3 clusters Score -227953.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -227963.078125 Penalty: 785.507385
	Iteration 47Q: 3 clusters Score -227963.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -227970.718750 Penalty: 785.507385
	Iteration 48Q: 3 clusters Score -227970.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -227976.453125 Penalty: 785.507385
	Iteration 49Q: 3 clusters Score -227976.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -227977.890625 Penalty: 785.507385
	Iteration 50Q: 3 clusters Score -227977.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -227978.609375 Penalty: 785.507385
	Iteration 51Q: 3 clusters Score -227978.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -227978.750000 Penalty: 785.507385
	Iteration 52Q: 3 clusters Score -227978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -227978.781250 Penalty: 785.507385
	Iteration 53Q: 3 clusters Score -227978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -227978.796875 Penalty: 785.507385
	Iteration 54Q: 3 clusters Score -227978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -227979.328125 Penalty: 785.507385
	Iteration 55Q: 3 clusters Score -227979.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -227979.531250 Penalty: 785.507385
	Iteration 56Q: 3 clusters Score -227979.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -227979.593750 Penalty: 785.507385
	Iteration 57Q: 3 clusters Score -227979.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -227980.453125 Penalty: 785.507385
	Iteration 58Q: 3 clusters Score -227980.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -227981.375000 Penalty: 785.507385
	Iteration 59Q: 3 clusters Score -227981.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -227981.765625 Penalty: 785.507385
	Iteration 60F: 3 clusters Score -227981.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -227981.843750 Penalty: 785.507385
	Iteration 61Q: 3 clusters Score -227981.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -227982.046875 Penalty: 785.507385
	Iteration 62Q: 3 clusters Score -227982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -227982.046875 Penalty: 785.507385
	Iteration 63F: 3 clusters Score -227982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Entering Unmasked Estep 
Score: -624633.000000 Penalty: 438.512268
	Iteration 0F: 2 clusters Score -624633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -614387.000000 Penalty: 877.024536
	Iteration 0F: 3 clusters Score -614387 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -618545.687500 Penalty: 877.024536
	Iteration 1F: 3 clusters Score -618545.7 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -618960.687500 Penalty: 877.024536
	Iteration 2F: 3 clusters Score -618960.7 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -619592.437500 Penalty: 877.024536
	Iteration 3F: 3 clusters Score -619592.4 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -620334.875000 Penalty: 877.024536
	Iteration 4F: 3 clusters Score -620334.9 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -621067.312500 Penalty: 877.024536
	Iteration 5F: 3 clusters Score -621067.3 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -621807.187500 Penalty: 877.024536
	Iteration 6F: 3 clusters Score -621807.2 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -622453.687500 Penalty: 877.024536
	Iteration 7F: 3 clusters Score -622453.7 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -623032.312500 Penalty: 877.024536
	Iteration 8Q: 3 clusters Score -623032.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -623536.687500 Penalty: 877.024536
	Iteration 9Q: 3 clusters Score -623536.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -623858.625000 Penalty: 877.024536
	Iteration 10Q: 3 clusters Score -623858.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -624028.625000 Penalty: 877.024536
	Iteration 11Q: 3 clusters Score -624028.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -624105.562500 Penalty: 877.024536
	Iteration 12Q: 3 clusters Score -624105.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -624146.187500 Penalty: 877.024536
	Iteration 13Q: 3 clusters Score -624146.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -624166.750000 Penalty: 877.024536
	Iteration 14Q: 3 clusters Score -624166.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -624186.500000 Penalty: 877.024536
	Iteration 15Q: 3 clusters Score -624186.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -624208.687500 Penalty: 877.024536
	Iteration 16Q: 3 clusters Score -624208.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -624224.187500 Penalty: 877.024536
	Iteration 17Q: 3 clusters Score -624224.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -624239.500000 Penalty: 877.024536
	Iteration 18Q: 3 clusters Score -624239.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -624250.875000 Penalty: 877.024536
	Iteration 19Q: 3 clusters Score -624250.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -624260.875000 Penalty: 877.024536
	Iteration 20F: 3 clusters Score -624260.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -624268.000000 Penalty: 877.024536
	Iteration 21Q: 3 clusters Score -624268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -624272.312500 Penalty: 877.024536
	Iteration 22Q: 3 clusters Score -624272.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -624273.937500 Penalty: 877.024536
	Iteration 23Q: 3 clusters Score -624273.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -624277.375000 Penalty: 877.024536
	Iteration 24Q: 3 clusters Score -624277.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -624281.000000 Penalty: 877.024536
	Iteration 25Q: 3 clusters Score -624281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -624286.312500 Penalty: 877.024536
	Iteration 26Q: 3 clusters Score -624286.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -624288.000000 Penalty: 877.024536
	Iteration 27Q: 3 clusters Score -624288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -624289.187500 Penalty: 877.024536
	Iteration 28Q: 3 clusters Score -624289.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -624290.187500 Penalty: 877.024536
	Iteration 29Q: 3 clusters Score -624290.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -624291.625000 Penalty: 877.024536
	Iteration 30Q: 3 clusters Score -624291.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -624294.625000 Penalty: 877.024536
	Iteration 31Q: 3 clusters Score -624294.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -624297.937500 Penalty: 877.024536
	Iteration 32Q: 3 clusters Score -624297.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -624301.625000 Penalty: 877.024536
	Iteration 33Q: 3 clusters Score -624301.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -624304.750000 Penalty: 877.024536
	Iteration 34Q: 3 clusters Score -624304.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -624310.187500 Penalty: 877.024536
	Iteration 35Q: 3 clusters Score -624310.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -624312.375000 Penalty: 877.024536
	Iteration 36Q: 3 clusters Score -624312.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -624315.687500 Penalty: 877.024536
	Iteration 37Q: 3 clusters Score -624315.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -624316.750000 Penalty: 877.024536
	Iteration 38Q: 3 clusters Score -624316.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -624324.375000 Penalty: 877.024536
	Iteration 39Q: 3 clusters Score -624324.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -624329.312500 Penalty: 877.024536
	Iteration 40F: 3 clusters Score -624329.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -624335.500000 Penalty: 877.024536
	Iteration 41Q: 3 clusters Score -624335.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -624338.812500 Penalty: 877.024536
	Iteration 42Q: 3 clusters Score -624338.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -624340.812500 Penalty: 877.024536
	Iteration 43Q: 3 clusters Score -624340.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -624340.562500 Penalty: 877.024536
	Iteration 44Q: 3 clusters Score -624340.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -624341.312500 Penalty: 877.024536
	Iteration 45Q: 3 clusters Score -624341.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -624342.250000 Penalty: 877.024536
	Iteration 46Q: 3 clusters Score -624342.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -624342.750000 Penalty: 877.024536
	Iteration 47Q: 3 clusters Score -624342.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -624343.312500 Penalty: 877.024536
	Iteration 48Q: 3 clusters Score -624343.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -624344.187500 Penalty: 877.024536
	Iteration 49Q: 3 clusters Score -624344.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -624344.812500 Penalty: 877.024536
	Iteration 50Q: 3 clusters Score -624344.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -624344.375000 Penalty: 877.024536
	Iteration 51Q: 3 clusters Score -624344.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -624344.875000 Penalty: 877.024536
	Iteration 52Q: 3 clusters Score -624344.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -624344.875000 Penalty: 877.024536
	Iteration 53F: 3 clusters Score -624344.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -33965.527344 Penalty: 312.728943
	Iteration 0F: 2 clusters Score -33965.53 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 482 members 
Entering Unmasked Estep 
Score: -33190.050781 Penalty: 625.457886
	Iteration 0F: 3 clusters Score -33190.05 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -33480.613281 Penalty: 625.457886
	Iteration 1F: 3 clusters Score -33480.61 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -33578.632812 Penalty: 625.457886
	Iteration 2F: 3 clusters Score -33578.63 nChanged 62
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: -33642.394531 Penalty: 625.457886
	Iteration 3F: 3 clusters Score -33642.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -33679.671875 Penalty: 625.457886
	Iteration 4Q: 3 clusters Score -33679.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -33709.921875 Penalty: 625.457886
	Iteration 5Q: 3 clusters Score -33709.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -33734.277344 Penalty: 625.457886
	Iteration 6Q: 3 clusters Score -33734.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -33747.917969 Penalty: 625.457886
	Iteration 7Q: 3 clusters Score -33747.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -33756.082031 Penalty: 625.457886
	Iteration 8Q: 3 clusters Score -33756.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -33761.027344 Penalty: 625.457886
	Iteration 9Q: 3 clusters Score -33761.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -33762.687500 Penalty: 625.457886
	Iteration 10Q: 3 clusters Score -33762.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -33763.320312 Penalty: 625.457886
	Iteration 11Q: 3 clusters Score -33763.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -33763.921875 Penalty: 625.457886
	Iteration 12Q: 3 clusters Score -33763.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -33765.238281 Penalty: 625.457886
	Iteration 13Q: 3 clusters Score -33765.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -33766.128906 Penalty: 625.457886
	Iteration 14Q: 3 clusters Score -33766.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -33766.210938 Penalty: 625.457886
	Iteration 15Q: 3 clusters Score -33766.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -33766.210938 Penalty: 625.457886
	Iteration 16F: 3 clusters Score -33766.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Entering Unmasked Estep 
Score: -125267.148438 Penalty: 373.634857
	Iteration 0F: 2 clusters Score -125267.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -122790.281250 Penalty: 747.269714
	Iteration 0F: 3 clusters Score -122790.3 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -124154.328125 Penalty: 747.269714
	Iteration 1F: 3 clusters Score -124154.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -124595.445312 Penalty: 747.269714
	Iteration 2F: 3 clusters Score -124595.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -124902.757812 Penalty: 747.269714
	Iteration 3F: 3 clusters Score -124902.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -125092.992188 Penalty: 747.269714
	Iteration 4F: 3 clusters Score -125093 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -125206.578125 Penalty: 747.269714
	Iteration 5Q: 3 clusters Score -125206.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -125282.453125 Penalty: 747.269714
	Iteration 6Q: 3 clusters Score -125282.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -125328.179688 Penalty: 747.269714
	Iteration 7Q: 3 clusters Score -125328.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -125347.242188 Penalty: 747.269714
	Iteration 8Q: 3 clusters Score -125347.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -125361.976562 Penalty: 747.269714
	Iteration 9Q: 3 clusters Score -125362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -125376.507812 Penalty: 747.269714
	Iteration 10Q: 3 clusters Score -125376.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -125389.617188 Penalty: 747.269714
	Iteration 11Q: 3 clusters Score -125389.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -125397.945312 Penalty: 747.269714
	Iteration 12Q: 3 clusters Score -125397.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -125405.750000 Penalty: 747.269714
	Iteration 13Q: 3 clusters Score -125405.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -125412.351562 Penalty: 747.269714
	Iteration 14Q: 3 clusters Score -125412.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -125416.351562 Penalty: 747.269714
	Iteration 15Q: 3 clusters Score -125416.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -125418.968750 Penalty: 747.269714
	Iteration 16Q: 3 clusters Score -125419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -125421.742188 Penalty: 747.269714
	Iteration 17Q: 3 clusters Score -125421.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -125423.781250 Penalty: 747.269714
	Iteration 18Q: 3 clusters Score -125423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -125424.796875 Penalty: 747.269714
	Iteration 19Q: 3 clusters Score -125424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -125425.921875 Penalty: 747.269714
	Iteration 20F: 3 clusters Score -125425.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -125426.226562 Penalty: 747.269714
	Iteration 21Q: 3 clusters Score -125426.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -125426.226562 Penalty: 747.269714
	Iteration 22F: 3 clusters Score -125426.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 162831 members 
Mstep: Class 5 contains 13670 members 
Mstep: Class 6 contains 4800 members 
Mstep: Class 7 contains 8823 members 
Mstep: Class 8 contains 4208 members 
Mstep: Class 9 contains 3627 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 26930 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 6085 members 
Mstep: Class 15 contains 302785 members 
Mstep: Class 16 contains 57869 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 736 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 1452 members 
Mstep: Class 21 contains 5608 members 
Mstep: Class 22 contains 15331 members 
Mstep: Class 23 contains 966 members 
Mstep: Class 24 contains 3451 members 
Mstep: Class 25 contains 590 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 3751 members 
Mstep: Class 28 contains 4133 members 
Mstep: Class 29 contains 13469 members 
Mstep: Class 30 contains 29558 members 
Mstep: Class 31 contains 28953 members 
Mstep: Class 32 contains 941 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 1505 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
Score: -28337954.000000 Penalty: 21500.021484
Splitting cluster 24 changes total score from -28337192.000000 to -28337954.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 25 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -20427.230469 Penalty: 290.295593
	Iteration 0F: 2 clusters Score -20427.23 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 302 members 
Entering Unmasked Estep 
Score: -19917.216797 Penalty: 580.591187
	Iteration 0F: 3 clusters Score -19917.22 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -20058.960938 Penalty: 580.591187
	Iteration 1F: 3 clusters Score -20058.96 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20118.068359 Penalty: 580.591187
	Iteration 2F: 3 clusters Score -20118.07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20167.583984 Penalty: 580.591187
	Iteration 3F: 3 clusters Score -20167.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20209.287109 Penalty: 580.591187
	Iteration 4F: 3 clusters Score -20209.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20234.916016 Penalty: 580.591187
	Iteration 5Q: 3 clusters Score -20234.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20250.134766 Penalty: 580.591187
	Iteration 6Q: 3 clusters Score -20250.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20258.000000 Penalty: 580.591187
	Iteration 7Q: 3 clusters Score -20258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20260.070312 Penalty: 580.591187
	Iteration 8Q: 3 clusters Score -20260.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20265.087891 Penalty: 580.591187
	Iteration 9Q: 3 clusters Score -20265.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20271.814453 Penalty: 580.591187
	Iteration 10Q: 3 clusters Score -20271.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20276.865234 Penalty: 580.591187
	Iteration 11Q: 3 clusters Score -20276.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20281.828125 Penalty: 580.591187
	Iteration 12Q: 3 clusters Score -20281.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20286.574219 Penalty: 580.591187
	Iteration 13Q: 3 clusters Score -20286.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20289.439453 Penalty: 580.591187
	Iteration 14Q: 3 clusters Score -20289.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -20292.478516 Penalty: 580.591187
	Iteration 15Q: 3 clusters Score -20292.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20295.857422 Penalty: 580.591187
	Iteration 16Q: 3 clusters Score -20295.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20297.605469 Penalty: 580.591187
	Iteration 17Q: 3 clusters Score -20297.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20300.179688 Penalty: 580.591187
	Iteration 18Q: 3 clusters Score -20300.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20306.441406 Penalty: 580.591187
	Iteration 19Q: 3 clusters Score -20306.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20308.375000 Penalty: 580.591187
	Iteration 20F: 3 clusters Score -20308.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20309.550781 Penalty: 580.591187
	Iteration 21Q: 3 clusters Score -20309.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20309.863281 Penalty: 580.591187
	Iteration 22Q: 3 clusters Score -20309.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20310.392578 Penalty: 580.591187
	Iteration 23Q: 3 clusters Score -20310.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20311.730469 Penalty: 580.591187
	Iteration 24Q: 3 clusters Score -20311.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20312.291016 Penalty: 580.591187
	Iteration 25Q: 3 clusters Score -20312.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20312.291016 Penalty: 580.591187
	Iteration 26F: 3 clusters Score -20312.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -62750.214844 Penalty: 335.688019
	Iteration 0F: 2 clusters Score -62750.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -61542.734375 Penalty: 671.376038
	Iteration 0F: 3 clusters Score -61542.73 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -61931.648438 Penalty: 671.376038
	Iteration 1F: 3 clusters Score -61931.65 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -61996.257812 Penalty: 671.376038
	Iteration 2F: 3 clusters Score -61996.26 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -62050.031250 Penalty: 671.376038
	Iteration 3F: 3 clusters Score -62050.03 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -62107.777344 Penalty: 671.376038
	Iteration 4F: 3 clusters Score -62107.78 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -62166.507812 Penalty: 671.376038
	Iteration 5F: 3 clusters Score -62166.51 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -62208.871094 Penalty: 671.376038
	Iteration 6F: 3 clusters Score -62208.87 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -62254.058594 Penalty: 671.376038
	Iteration 7Q: 3 clusters Score -62254.06 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -62311.433594 Penalty: 671.376038
	Iteration 8Q: 3 clusters Score -62311.43 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -62382.621094 Penalty: 671.376038
	Iteration 9Q: 3 clusters Score -62382.62 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -62438.367188 Penalty: 671.376038
	Iteration 10Q: 3 clusters Score -62438.37 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -62485.062500 Penalty: 671.376038
	Iteration 11Q: 3 clusters Score -62485.06 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -62532.812500 Penalty: 671.376038
	Iteration 12Q: 3 clusters Score -62532.81 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -62567.781250 Penalty: 671.376038
	Iteration 13Q: 3 clusters Score -62567.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -62591.730469 Penalty: 671.376038
	Iteration 14Q: 3 clusters Score -62591.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -62599.355469 Penalty: 671.376038
	Iteration 15Q: 3 clusters Score -62599.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -62603.933594 Penalty: 671.376038
	Iteration 16Q: 3 clusters Score -62603.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -62607.832031 Penalty: 671.376038
	Iteration 17Q: 3 clusters Score -62607.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -62614.890625 Penalty: 671.376038
	Iteration 18Q: 3 clusters Score -62614.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -62617.781250 Penalty: 671.376038
	Iteration 19Q: 3 clusters Score -62617.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -62619.214844 Penalty: 671.376038
	Iteration 20F: 3 clusters Score -62619.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -62620.542969 Penalty: 671.376038
	Iteration 21Q: 3 clusters Score -62620.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -62621.894531 Penalty: 671.376038
	Iteration 22Q: 3 clusters Score -62621.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -62622.390625 Penalty: 671.376038
	Iteration 23Q: 3 clusters Score -62622.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -62622.656250 Penalty: 671.376038
	Iteration 24Q: 3 clusters Score -62622.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -62622.683594 Penalty: 671.376038
	Iteration 25Q: 3 clusters Score -62622.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -62622.683594 Penalty: 671.376038
	Iteration 26F: 3 clusters Score -62622.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Entering Unmasked Estep 
Score: -148016.312500 Penalty: 374.454865
	Iteration 0F: 2 clusters Score -148016.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -145461.015625 Penalty: 748.909729
	Iteration 0F: 3 clusters Score -145461 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -146486.296875 Penalty: 748.909729
	Iteration 1F: 3 clusters Score -146486.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -146723.500000 Penalty: 748.909729
	Iteration 2F: 3 clusters Score -146723.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -146933.031250 Penalty: 748.909729
	Iteration 3F: 3 clusters Score -146933 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -147062.937500 Penalty: 748.909729
	Iteration 4F: 3 clusters Score -147062.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -147173.187500 Penalty: 748.909729
	Iteration 5Q: 3 clusters Score -147173.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -147264.453125 Penalty: 748.909729
	Iteration 6Q: 3 clusters Score -147264.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -147340.593750 Penalty: 748.909729
	Iteration 7Q: 3 clusters Score -147340.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -147408.890625 Penalty: 748.909729
	Iteration 8Q: 3 clusters Score -147408.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -147467.078125 Penalty: 748.909729
	Iteration 9Q: 3 clusters Score -147467.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -147522.625000 Penalty: 748.909729
	Iteration 10Q: 3 clusters Score -147522.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -147578.750000 Penalty: 748.909729
	Iteration 11Q: 3 clusters Score -147578.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -147623.000000 Penalty: 748.909729
	Iteration 12Q: 3 clusters Score -147623 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -147643.203125 Penalty: 748.909729
	Iteration 13Q: 3 clusters Score -147643.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -147655.515625 Penalty: 748.909729
	Iteration 14Q: 3 clusters Score -147655.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -147666.296875 Penalty: 748.909729
	Iteration 15Q: 3 clusters Score -147666.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -147679.890625 Penalty: 748.909729
	Iteration 16Q: 3 clusters Score -147679.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -147698.343750 Penalty: 748.909729
	Iteration 17Q: 3 clusters Score -147698.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -147718.375000 Penalty: 748.909729
	Iteration 18Q: 3 clusters Score -147718.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -147737.593750 Penalty: 748.909729
	Iteration 19Q: 3 clusters Score -147737.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -147753.968750 Penalty: 748.909729
	Iteration 20F: 3 clusters Score -147754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -147767.015625 Penalty: 748.909729
	Iteration 21Q: 3 clusters Score -147767 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -147780.468750 Penalty: 748.909729
	Iteration 22Q: 3 clusters Score -147780.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -147790.843750 Penalty: 748.909729
	Iteration 23Q: 3 clusters Score -147790.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -147798.765625 Penalty: 748.909729
	Iteration 24Q: 3 clusters Score -147798.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -147804.593750 Penalty: 748.909729
	Iteration 25Q: 3 clusters Score -147804.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -147810.359375 Penalty: 748.909729
	Iteration 26Q: 3 clusters Score -147810.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -147821.125000 Penalty: 748.909729
	Iteration 27Q: 3 clusters Score -147821.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -147829.515625 Penalty: 748.909729
	Iteration 28Q: 3 clusters Score -147829.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -147833.625000 Penalty: 748.909729
	Iteration 29Q: 3 clusters Score -147833.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -147835.718750 Penalty: 748.909729
	Iteration 30Q: 3 clusters Score -147835.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -147837.109375 Penalty: 748.909729
	Iteration 31Q: 3 clusters Score -147837.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -147839.328125 Penalty: 748.909729
	Iteration 32Q: 3 clusters Score -147839.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -147845.562500 Penalty: 748.909729
	Iteration 33Q: 3 clusters Score -147845.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -147847.937500 Penalty: 748.909729
	Iteration 34Q: 3 clusters Score -147847.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -147847.937500 Penalty: 748.909729
	Iteration 35F: 3 clusters Score -147847.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -155755.078125 Penalty: 378.867493
	Iteration 0F: 2 clusters Score -155755.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -153048.546875 Penalty: 757.734985
	Iteration 0F: 3 clusters Score -153048.5 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -154733.343750 Penalty: 757.734985
	Iteration 1F: 3 clusters Score -154733.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -155297.406250 Penalty: 757.734985
	Iteration 2F: 3 clusters Score -155297.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -155633.953125 Penalty: 757.734985
	Iteration 3F: 3 clusters Score -155634 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -155820.203125 Penalty: 757.734985
	Iteration 4F: 3 clusters Score -155820.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -155920.031250 Penalty: 757.734985
	Iteration 5Q: 3 clusters Score -155920 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -155985.031250 Penalty: 757.734985
	Iteration 6Q: 3 clusters Score -155985 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -156025.578125 Penalty: 757.734985
	Iteration 7Q: 3 clusters Score -156025.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -156049.515625 Penalty: 757.734985
	Iteration 8Q: 3 clusters Score -156049.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -156065.109375 Penalty: 757.734985
	Iteration 9Q: 3 clusters Score -156065.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -156077.390625 Penalty: 757.734985
	Iteration 10Q: 3 clusters Score -156077.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -156090.093750 Penalty: 757.734985
	Iteration 11Q: 3 clusters Score -156090.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -156106.828125 Penalty: 757.734985
	Iteration 12Q: 3 clusters Score -156106.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -156130.812500 Penalty: 757.734985
	Iteration 13Q: 3 clusters Score -156130.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -156149.843750 Penalty: 757.734985
	Iteration 14Q: 3 clusters Score -156149.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -156167.765625 Penalty: 757.734985
	Iteration 15Q: 3 clusters Score -156167.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -156190.921875 Penalty: 757.734985
	Iteration 16Q: 3 clusters Score -156190.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -156206.281250 Penalty: 757.734985
	Iteration 17Q: 3 clusters Score -156206.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -156213.265625 Penalty: 757.734985
	Iteration 18Q: 3 clusters Score -156213.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -156216.937500 Penalty: 757.734985
	Iteration 19Q: 3 clusters Score -156216.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -156220.000000 Penalty: 757.734985
	Iteration 20F: 3 clusters Score -156220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -156223.609375 Penalty: 757.734985
	Iteration 21Q: 3 clusters Score -156223.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -156226.234375 Penalty: 757.734985
	Iteration 22Q: 3 clusters Score -156226.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -156231.421875 Penalty: 757.734985
	Iteration 23Q: 3 clusters Score -156231.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -156234.437500 Penalty: 757.734985
	Iteration 24Q: 3 clusters Score -156234.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -156238.578125 Penalty: 757.734985
	Iteration 25Q: 3 clusters Score -156238.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -156243.953125 Penalty: 757.734985
	Iteration 26Q: 3 clusters Score -156244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -156247.781250 Penalty: 757.734985
	Iteration 27Q: 3 clusters Score -156247.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -156253.718750 Penalty: 757.734985
	Iteration 28Q: 3 clusters Score -156253.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -156259.500000 Penalty: 757.734985
	Iteration 29Q: 3 clusters Score -156259.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -156265.343750 Penalty: 757.734985
	Iteration 30Q: 3 clusters Score -156265.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -156271.734375 Penalty: 757.734985
	Iteration 31Q: 3 clusters Score -156271.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -156276.484375 Penalty: 757.734985
	Iteration 32Q: 3 clusters Score -156276.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -156279.593750 Penalty: 757.734985
	Iteration 33Q: 3 clusters Score -156279.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -156283.718750 Penalty: 757.734985
	Iteration 34Q: 3 clusters Score -156283.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -156288.421875 Penalty: 757.734985
	Iteration 35Q: 3 clusters Score -156288.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -156292.156250 Penalty: 757.734985
	Iteration 36Q: 3 clusters Score -156292.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -156296.296875 Penalty: 757.734985
	Iteration 37Q: 3 clusters Score -156296.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -156304.468750 Penalty: 757.734985
	Iteration 38Q: 3 clusters Score -156304.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -156311.140625 Penalty: 757.734985
	Iteration 39Q: 3 clusters Score -156311.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -156318.515625 Penalty: 757.734985
	Iteration 40F: 3 clusters Score -156318.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -156332.625000 Penalty: 757.734985
	Iteration 41Q: 3 clusters Score -156332.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -156342.625000 Penalty: 757.734985
	Iteration 42Q: 3 clusters Score -156342.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -156352.875000 Penalty: 757.734985
	Iteration 43Q: 3 clusters Score -156352.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -156359.656250 Penalty: 757.734985
	Iteration 44Q: 3 clusters Score -156359.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -156366.421875 Penalty: 757.734985
	Iteration 45Q: 3 clusters Score -156366.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -156369.546875 Penalty: 757.734985
	Iteration 46Q: 3 clusters Score -156369.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -156372.937500 Penalty: 757.734985
	Iteration 47Q: 3 clusters Score -156372.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -156376.515625 Penalty: 757.734985
	Iteration 48Q: 3 clusters Score -156376.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -156379.203125 Penalty: 757.734985
	Iteration 49Q: 3 clusters Score -156379.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -156382.437500 Penalty: 757.734985
	Iteration 50Q: 3 clusters Score -156382.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -156383.500000 Penalty: 757.734985
	Iteration 51Q: 3 clusters Score -156383.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -156383.734375 Penalty: 757.734985
	Iteration 52Q: 3 clusters Score -156383.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -156383.734375 Penalty: 757.734985
	Iteration 53F: 3 clusters Score -156383.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 162831 members 
Mstep: Class 5 contains 13670 members 
Mstep: Class 6 contains 4800 members 
Mstep: Class 7 contains 8823 members 
Mstep: Class 8 contains 4208 members 
Mstep: Class 9 contains 3627 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 26930 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 6085 members 
Mstep: Class 15 contains 302785 members 
Mstep: Class 16 contains 57869 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 736 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 1452 members 
Mstep: Class 21 contains 5608 members 
Mstep: Class 22 contains 15331 members 
Mstep: Class 23 contains 966 members 
Mstep: Class 24 contains 3451 members 
Mstep: Class 25 contains 590 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 3751 members 
Mstep: Class 28 contains 3461 members 
Mstep: Class 29 contains 13469 members 
Mstep: Class 30 contains 29558 members 
Mstep: Class 31 contains 28953 members 
Mstep: Class 32 contains 941 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 1505 members 
Mstep: Class 35 contains 233 members 
Mstep: Class 36 contains 672 members 
Entering Unmasked Estep 
Score: -28338286.000000 Penalty: 22114.306641
Splitting cluster 28 changes total score from -28337192.000000 to -28338286.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 29 (13469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Entering Unmasked Estep 
Score: -515575.062500 Penalty: 432.620667
	Iteration 0F: 2 clusters Score -515575.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -506696.031250 Penalty: 865.241333
	Iteration 0F: 3 clusters Score -506696 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -511144.500000 Penalty: 865.241333
	Iteration 1F: 3 clusters Score -511144.5 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -512435.343750 Penalty: 865.241333
	Iteration 2F: 3 clusters Score -512435.3 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -513534.906250 Penalty: 865.241333
	Iteration 3F: 3 clusters Score -513534.9 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -514315.593750 Penalty: 865.241333
	Iteration 4F: 3 clusters Score -514315.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -515014.187500 Penalty: 865.241333
	Iteration 5F: 3 clusters Score -515014.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -515585.125000 Penalty: 865.241333
	Iteration 6Q: 3 clusters Score -515585.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -515904.593750 Penalty: 865.241333
	Iteration 7Q: 3 clusters Score -515904.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -516098.718750 Penalty: 865.241333
	Iteration 8Q: 3 clusters Score -516098.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -516233.812500 Penalty: 865.241333
	Iteration 9Q: 3 clusters Score -516233.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -516346.687500 Penalty: 865.241333
	Iteration 10Q: 3 clusters Score -516346.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -516404.562500 Penalty: 865.241333
	Iteration 11Q: 3 clusters Score -516404.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -516426.906250 Penalty: 865.241333
	Iteration 12Q: 3 clusters Score -516426.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -516435.468750 Penalty: 865.241333
	Iteration 13Q: 3 clusters Score -516435.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -516440.718750 Penalty: 865.241333
	Iteration 14Q: 3 clusters Score -516440.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -516442.500000 Penalty: 865.241333
	Iteration 15Q: 3 clusters Score -516442.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -516443.875000 Penalty: 865.241333
	Iteration 16Q: 3 clusters Score -516443.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -516445.156250 Penalty: 865.241333
	Iteration 17Q: 3 clusters Score -516445.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -516445.687500 Penalty: 865.241333
	Iteration 18Q: 3 clusters Score -516445.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -516448.718750 Penalty: 865.241333
	Iteration 19Q: 3 clusters Score -516448.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -516449.812500 Penalty: 865.241333
	Iteration 20F: 3 clusters Score -516449.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -516449.531250 Penalty: 865.241333
	Iteration 21Q: 3 clusters Score -516449.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -516449.656250 Penalty: 865.241333
	Iteration 22Q: 3 clusters Score -516449.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -516448.375000 Penalty: 865.241333
	Iteration 23Q: 3 clusters Score -516448.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -516448.968750 Penalty: 865.241333
	Iteration 24Q: 3 clusters Score -516449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -516449.718750 Penalty: 865.241333
	Iteration 25Q: 3 clusters Score -516449.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -516450.625000 Penalty: 865.241333
	Iteration 26Q: 3 clusters Score -516450.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -516450.500000 Penalty: 865.241333
	Iteration 27Q: 3 clusters Score -516450.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -516450.343750 Penalty: 865.241333
	Iteration 28Q: 3 clusters Score -516450.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -516450.062500 Penalty: 865.241333
	Iteration 29Q: 3 clusters Score -516450.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -516450.843750 Penalty: 865.241333
	Iteration 30Q: 3 clusters Score -516450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -516449.562500 Penalty: 865.241333
	Iteration 31Q: 3 clusters Score -516449.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -516450.031250 Penalty: 865.241333
	Iteration 32Q: 3 clusters Score -516450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -516450.031250 Penalty: 865.241333
	Iteration 33F: 3 clusters Score -516450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 162831 members 
Mstep: Class 5 contains 13670 members 
Mstep: Class 6 contains 4800 members 
Mstep: Class 7 contains 8823 members 
Mstep: Class 8 contains 4208 members 
Mstep: Class 9 contains 3627 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 26930 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 6085 members 
Mstep: Class 15 contains 302785 members 
Mstep: Class 16 contains 57869 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 736 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 1452 members 
Mstep: Class 21 contains 5608 members 
Mstep: Class 22 contains 15331 members 
Mstep: Class 23 contains 966 members 
Mstep: Class 24 contains 3451 members 
Mstep: Class 25 contains 590 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 3751 members 
Mstep: Class 28 contains 3461 members 
Mstep: Class 29 contains 8997 members 
Mstep: Class 30 contains 29558 members 
Mstep: Class 31 contains 28953 members 
Mstep: Class 32 contains 941 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 1505 members 
Mstep: Class 35 contains 233 members 
Mstep: Class 36 contains 672 members 
Mstep: Class 37 contains 4472 members 
Entering Unmasked Estep 
Score: -28338880.000000 Penalty: 22728.593750
Splitting cluster 29 changes total score from -28337192.000000 to -28338880.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 30 (29558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Entering Unmasked Estep 
Score: -1281888.125000 Penalty: 468.381989
	Iteration 0F: 2 clusters Score -1281888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1262177.125000 Penalty: 936.763977
	Iteration 0F: 3 clusters Score -1262177 nChanged 14142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1270429.500000 Penalty: 936.763977
	Iteration 1F: 3 clusters Score -1270430 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1271004.125000 Penalty: 936.763977
	Iteration 2F: 3 clusters Score -1271004 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1271836.375000 Penalty: 936.763977
	Iteration 3F: 3 clusters Score -1271836 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1273164.750000 Penalty: 936.763977
	Iteration 4F: 3 clusters Score -1273165 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1274998.500000 Penalty: 936.763977
	Iteration 5F: 3 clusters Score -1274998 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1277110.750000 Penalty: 936.763977
	Iteration 6F: 3 clusters Score -1277111 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1279060.125000 Penalty: 936.763977
	Iteration 7F: 3 clusters Score -1279060 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1280406.375000 Penalty: 936.763977
	Iteration 8Q: 3 clusters Score -1280406 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1281088.250000 Penalty: 936.763977
	Iteration 9Q: 3 clusters Score -1281088 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1281309.625000 Penalty: 936.763977
	Iteration 10Q: 3 clusters Score -1281310 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1281398.750000 Penalty: 936.763977
	Iteration 11Q: 3 clusters Score -1281399 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1281450.250000 Penalty: 936.763977
	Iteration 12Q: 3 clusters Score -1281450 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1281491.875000 Penalty: 936.763977
	Iteration 13Q: 3 clusters Score -1281492 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1281518.250000 Penalty: 936.763977
	Iteration 14Q: 3 clusters Score -1281518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1281539.375000 Penalty: 936.763977
	Iteration 15Q: 3 clusters Score -1281539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1281550.125000 Penalty: 936.763977
	Iteration 16Q: 3 clusters Score -1281550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1281563.000000 Penalty: 936.763977
	Iteration 17Q: 3 clusters Score -1281563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1281566.500000 Penalty: 936.763977
	Iteration 18Q: 3 clusters Score -1281566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1281570.250000 Penalty: 936.763977
	Iteration 19Q: 3 clusters Score -1281570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1281576.500000 Penalty: 936.763977
	Iteration 20F: 3 clusters Score -1281576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1281579.875000 Penalty: 936.763977
	Iteration 21Q: 3 clusters Score -1281580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1281585.000000 Penalty: 936.763977
	Iteration 22Q: 3 clusters Score -1281585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1281588.125000 Penalty: 936.763977
	Iteration 23Q: 3 clusters Score -1281588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1281589.500000 Penalty: 936.763977
	Iteration 24Q: 3 clusters Score -1281590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1281590.500000 Penalty: 936.763977
	Iteration 25Q: 3 clusters Score -1281590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1281590.250000 Penalty: 936.763977
	Iteration 26Q: 3 clusters Score -1281590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1281590.375000 Penalty: 936.763977
	Iteration 27Q: 3 clusters Score -1281590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1281591.125000 Penalty: 936.763977
	Iteration 28Q: 3 clusters Score -1281591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1281592.000000 Penalty: 936.763977
	Iteration 29Q: 3 clusters Score -1281592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1281593.000000 Penalty: 936.763977
	Iteration 30Q: 3 clusters Score -1281593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1281593.000000 Penalty: 936.763977
	Iteration 31F: 3 clusters Score -1281593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Entering Unmasked Estep 
Score: -1096224.500000 Penalty: 467.441010
	Iteration 0F: 2 clusters Score -1096224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1076720.125000 Penalty: 934.882019
	Iteration 0F: 3 clusters Score -1076720 nChanged 13952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1085194.250000 Penalty: 934.882019
	Iteration 1F: 3 clusters Score -1085194 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -1086346.250000 Penalty: 934.882019
	Iteration 2F: 3 clusters Score -1086346 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -1088106.000000 Penalty: 934.882019
	Iteration 3F: 3 clusters Score -1088106 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -1090559.625000 Penalty: 934.882019
	Iteration 4F: 3 clusters Score -1090560 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -1092919.500000 Penalty: 934.882019
	Iteration 5F: 3 clusters Score -1092920 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -1094516.875000 Penalty: 934.882019
	Iteration 6F: 3 clusters Score -1094517 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -1095443.250000 Penalty: 934.882019
	Iteration 7Q: 3 clusters Score -1095443 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -1096069.250000 Penalty: 934.882019
	Iteration 8Q: 3 clusters Score -1096069 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -1096376.250000 Penalty: 934.882019
	Iteration 9Q: 3 clusters Score -1096376 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -1096501.125000 Penalty: 934.882019
	Iteration 10Q: 3 clusters Score -1096501 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -1096574.750000 Penalty: 934.882019
	Iteration 11Q: 3 clusters Score -1096575 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -1096605.375000 Penalty: 934.882019
	Iteration 12Q: 3 clusters Score -1096605 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -1096633.750000 Penalty: 934.882019
	Iteration 13Q: 3 clusters Score -1096634 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -1096649.125000 Penalty: 934.882019
	Iteration 14Q: 3 clusters Score -1096649 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -1096658.125000 Penalty: 934.882019
	Iteration 15Q: 3 clusters Score -1096658 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -1096665.125000 Penalty: 934.882019
	Iteration 16Q: 3 clusters Score -1096665 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -1096668.125000 Penalty: 934.882019
	Iteration 17Q: 3 clusters Score -1096668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -1096669.750000 Penalty: 934.882019
	Iteration 18Q: 3 clusters Score -1096670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -1096670.625000 Penalty: 934.882019
	Iteration 19Q: 3 clusters Score -1096671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -1096672.250000 Penalty: 934.882019
	Iteration 20F: 3 clusters Score -1096672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -1096673.875000 Penalty: 934.882019
	Iteration 21Q: 3 clusters Score -1096674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -1096672.875000 Penalty: 934.882019
	Iteration 22Q: 3 clusters Score -1096673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -1096672.875000 Penalty: 934.882019
	Iteration 23F: 3 clusters Score -1096673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 162831 members 
Mstep: Class 5 contains 13670 members 
Mstep: Class 6 contains 4800 members 
Mstep: Class 7 contains 8823 members 
Mstep: Class 8 contains 4208 members 
Mstep: Class 9 contains 3627 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 26930 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 6085 members 
Mstep: Class 15 contains 302785 members 
Mstep: Class 16 contains 57869 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 736 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 1452 members 
Mstep: Class 21 contains 5608 members 
Mstep: Class 22 contains 15331 members 
Mstep: Class 23 contains 966 members 
Mstep: Class 24 contains 3451 members 
Mstep: Class 25 contains 590 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 3751 members 
Mstep: Class 28 contains 3461 members 
Mstep: Class 29 contains 8997 members 
Mstep: Class 30 contains 29558 members 
Mstep: Class 31 contains 2843 members 
Mstep: Class 32 contains 941 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 1505 members 
Mstep: Class 35 contains 233 members 
Mstep: Class 36 contains 672 members 
Mstep: Class 37 contains 4472 members 
Mstep: Class 38 contains 26110 members 
Entering Unmasked Estep 
Score: -28339156.000000 Penalty: 23342.880859
Splitting cluster 31 changes total score from -28337192.000000 to -28339156.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 162831 members 
Mstep: Class 5 contains 13670 members 
Mstep: Class 6 contains 4800 members 
Mstep: Class 7 contains 8823 members 
Mstep: Class 8 contains 4208 members 
Mstep: Class 9 contains 3627 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 26930 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 6085 members 
Mstep: Class 15 contains 302785 members 
Mstep: Class 16 contains 57869 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 736 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 1452 members 
Mstep: Class 21 contains 5608 members 
Mstep: Class 22 contains 15331 members 
Mstep: Class 23 contains 966 members 
Mstep: Class 24 contains 3451 members 
Mstep: Class 25 contains 590 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 3751 members 
Mstep: Class 28 contains 3461 members 
Mstep: Class 29 contains 8997 members 
Mstep: Class 30 contains 29558 members 
Mstep: Class 31 contains 2843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28339888.000000 Penalty: 23342.880859
Iteration 79Q: 39 clusters Score -2.833989e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 3 contains 1663 members 
Mstep: Class 4 contains 162812 members 
Mstep: Class 5 contains 13672 members 
Mstep: Class 6 contains 4710 members 
Mstep: Class 7 contains 8769 members 
Mstep: Class 8 contains 4202 members 
Mstep: Class 9 contains 3652 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 6239 members 
Mstep: Class 12 contains 26890 members 
Mstep: Class 13 contains 3081 members 
Mstep: Class 14 contains 6110 members 
Mstep: Class 15 contains 302652 members 
Mstep: Class 16 contains 57936 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 2562 members 
Mstep: Class 20 contains 1534 members 
Mstep: Class 21 contains 5613 members 
Mstep: Class 22 contains 15256 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 3472 members 
Mstep: Class 25 contains 600 members 
Mstep: Class 26 contains 1604 members 
Mstep: Class 27 contains 3766 members 
Mstep: Class 28 contains 3475 members 
Mstep: Class 29 contains 9043 members 
Mstep: Class 30 contains 29888 members 
Mstep: Class 31 contains 2856 members 
Mstep: Class 32 contains 869 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 1471 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 649 members 
Mstep: Class 37 contains 4422 members 
Mstep: Class 38 contains 26025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28340932.000000 Penalty: 23342.880859
Iteration 80F: 39 clusters Score -2.834093e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1531 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 162715 members 
Mstep: Class 5 contains 13586 members 
Mstep: Class 6 contains 4624 members 
Mstep: Class 7 contains 8716 members 
Mstep: Class 8 contains 4196 members 
Mstep: Class 9 contains 3635 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 6251 members 
Mstep: Class 12 contains 26836 members 
Mstep: Class 13 contains 3010 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 302485 members 
Mstep: Class 16 contains 57987 members 
Mstep: Class 17 contains 477 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 2675 members 
Mstep: Class 20 contains 1563 members 
Mstep: Class 21 contains 5620 members 
Mstep: Class 22 contains 15187 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 3430 members 
Mstep: Class 25 contains 605 members 
Mstep: Class 26 contains 1607 members 
Mstep: Class 27 contains 3776 members 
Mstep: Class 28 contains 3453 members 
Mstep: Class 29 contains 9057 members 
Mstep: Class 30 contains 30214 members 
Mstep: Class 31 contains 2867 members 
Mstep: Class 32 contains 926 members 
Mstep: Class 33 contains 804 members 
Mstep: Class 34 contains 1502 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 641 members 
Mstep: Class 37 contains 4437 members 
Mstep: Class 38 contains 26056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28341616.000000 Penalty: 23342.880859
Iteration 81Q: 39 clusters Score -2.834162e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 162638 members 
Mstep: Class 5 contains 13519 members 
Mstep: Class 6 contains 4531 members 
Mstep: Class 7 contains 8663 members 
Mstep: Class 8 contains 4194 members 
Mstep: Class 9 contains 3622 members 
Mstep: Class 10 contains 6481 members 
Mstep: Class 11 contains 6260 members 
Mstep: Class 12 contains 26800 members 
Mstep: Class 13 contains 2947 members 
Mstep: Class 14 contains 6275 members 
Mstep: Class 15 contains 302293 members 
Mstep: Class 16 contains 58040 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 2783 members 
Mstep: Class 20 contains 1592 members 
Mstep: Class 21 contains 5626 members 
Mstep: Class 22 contains 15138 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 608 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 3786 members 
Mstep: Class 28 contains 3449 members 
Mstep: Class 29 contains 9076 members 
Mstep: Class 30 contains 30567 members 
Mstep: Class 31 contains 2883 members 
Mstep: Class 32 contains 949 members 
Mstep: Class 33 contains 814 members 
Mstep: Class 34 contains 1506 members 
Mstep: Class 35 contains 279 members 
Mstep: Class 36 contains 634 members 
Mstep: Class 37 contains 4449 members 
Mstep: Class 38 contains 26069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28341958.000000 Penalty: 23342.880859
Iteration 82Q: 39 clusters Score -2.834196e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1543 members 
Mstep: Class 3 contains 1605 members 
Mstep: Class 4 contains 162585 members 
Mstep: Class 5 contains 13462 members 
Mstep: Class 6 contains 4442 members 
Mstep: Class 7 contains 8613 members 
Mstep: Class 8 contains 4202 members 
Mstep: Class 9 contains 3620 members 
Mstep: Class 10 contains 6438 members 
Mstep: Class 11 contains 6270 members 
Mstep: Class 12 contains 26773 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 6317 members 
Mstep: Class 15 contains 302113 members 
Mstep: Class 16 contains 58091 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 671 members 
Mstep: Class 19 contains 2883 members 
Mstep: Class 20 contains 1612 members 
Mstep: Class 21 contains 5628 members 
Mstep: Class 22 contains 15130 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 3333 members 
Mstep: Class 25 contains 609 members 
Mstep: Class 26 contains 1624 members 
Mstep: Class 27 contains 3792 members 
Mstep: Class 28 contains 3444 members 
Mstep: Class 29 contains 9095 members 
Mstep: Class 30 contains 30896 members 
Mstep: Class 31 contains 2896 members 
Mstep: Class 32 contains 959 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 1503 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 634 members 
Mstep: Class 37 contains 4448 members 
Mstep: Class 38 contains 26080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342118.000000 Penalty: 23342.880859
Iteration 83Q: 39 clusters Score -2.834212e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1549 members 
Mstep: Class 3 contains 1592 members 
Mstep: Class 4 contains 162542 members 
Mstep: Class 5 contains 13409 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 8555 members 
Mstep: Class 8 contains 4203 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 6398 members 
Mstep: Class 11 contains 6264 members 
Mstep: Class 12 contains 26751 members 
Mstep: Class 13 contains 2861 members 
Mstep: Class 14 contains 6366 members 
Mstep: Class 15 contains 301991 members 
Mstep: Class 16 contains 58130 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 2979 members 
Mstep: Class 20 contains 1622 members 
Mstep: Class 21 contains 5630 members 
Mstep: Class 22 contains 15095 members 
Mstep: Class 23 contains 984 members 
Mstep: Class 24 contains 3276 members 
Mstep: Class 25 contains 608 members 
Mstep: Class 26 contains 1630 members 
Mstep: Class 27 contains 3805 members 
Mstep: Class 28 contains 3444 members 
Mstep: Class 29 contains 9109 members 
Mstep: Class 30 contains 31192 members 
Mstep: Class 31 contains 2911 members 
Mstep: Class 32 contains 964 members 
Mstep: Class 33 contains 827 members 
Mstep: Class 34 contains 1498 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 633 members 
Mstep: Class 37 contains 4447 members 
Mstep: Class 38 contains 26078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342468.000000 Penalty: 23342.880859
Iteration 84Q: 39 clusters Score -2.834247e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1554 members 
Mstep: Class 3 contains 1570 members 
Mstep: Class 4 contains 162457 members 
Mstep: Class 5 contains 13353 members 
Mstep: Class 6 contains 4306 members 
Mstep: Class 7 contains 8513 members 
Mstep: Class 8 contains 4213 members 
Mstep: Class 9 contains 3615 members 
Mstep: Class 10 contains 6358 members 
Mstep: Class 11 contains 6272 members 
Mstep: Class 12 contains 26727 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 6428 members 
Mstep: Class 15 contains 301851 members 
Mstep: Class 16 contains 58161 members 
Mstep: Class 17 contains 601 members 
Mstep: Class 18 contains 592 members 
Mstep: Class 19 contains 3084 members 
Mstep: Class 20 contains 1626 members 
Mstep: Class 21 contains 5629 members 
Mstep: Class 22 contains 15061 members 
Mstep: Class 23 contains 987 members 
Mstep: Class 24 contains 3232 members 
Mstep: Class 25 contains 609 members 
Mstep: Class 26 contains 1637 members 
Mstep: Class 27 contains 3820 members 
Mstep: Class 28 contains 3450 members 
Mstep: Class 29 contains 9110 members 
Mstep: Class 30 contains 31493 members 
Mstep: Class 31 contains 2935 members 
Mstep: Class 32 contains 965 members 
Mstep: Class 33 contains 835 members 
Mstep: Class 34 contains 1493 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 625 members 
Mstep: Class 37 contains 4448 members 
Mstep: Class 38 contains 26073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342678.000000 Penalty: 23342.880859
Iteration 85Q: 39 clusters Score -2.834268e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 1538 members 
Mstep: Class 4 contains 162388 members 
Mstep: Class 5 contains 13302 members 
Mstep: Class 6 contains 4235 members 
Mstep: Class 7 contains 8472 members 
Mstep: Class 8 contains 4227 members 
Mstep: Class 9 contains 3614 members 
Mstep: Class 10 contains 6324 members 
Mstep: Class 11 contains 6283 members 
Mstep: Class 12 contains 26717 members 
Mstep: Class 13 contains 2816 members 
Mstep: Class 14 contains 6494 members 
Mstep: Class 15 contains 301694 members 
Mstep: Class 16 contains 58178 members 
Mstep: Class 17 contains 630 members 
Mstep: Class 18 contains 583 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 1631 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 15048 members 
Mstep: Class 23 contains 987 members 
Mstep: Class 24 contains 3191 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 1643 members 
Mstep: Class 27 contains 3824 members 
Mstep: Class 28 contains 3453 members 
Mstep: Class 29 contains 9112 members 
Mstep: Class 30 contains 31802 members 
Mstep: Class 31 contains 2955 members 
Mstep: Class 32 contains 954 members 
Mstep: Class 33 contains 842 members 
Mstep: Class 34 contains 1490 members 
Mstep: Class 35 contains 339 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4449 members 
Mstep: Class 38 contains 26072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342828.000000 Penalty: 23342.880859
Iteration 86Q: 39 clusters Score -2.834283e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1560 members 
Mstep: Class 3 contains 1510 members 
Mstep: Class 4 contains 162296 members 
Mstep: Class 5 contains 13252 members 
Mstep: Class 6 contains 4171 members 
Mstep: Class 7 contains 8439 members 
Mstep: Class 8 contains 4237 members 
Mstep: Class 9 contains 3611 members 
Mstep: Class 10 contains 6298 members 
Mstep: Class 11 contains 6282 members 
Mstep: Class 12 contains 26704 members 
Mstep: Class 13 contains 2795 members 
Mstep: Class 14 contains 6552 members 
Mstep: Class 15 contains 301585 members 
Mstep: Class 16 contains 58203 members 
Mstep: Class 17 contains 644 members 
Mstep: Class 18 contains 593 members 
Mstep: Class 19 contains 3194 members 
Mstep: Class 20 contains 1636 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 15041 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 24 contains 3166 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 1647 members 
Mstep: Class 27 contains 3829 members 
Mstep: Class 28 contains 3455 members 
Mstep: Class 29 contains 9113 members 
Mstep: Class 30 contains 32079 members 
Mstep: Class 31 contains 2973 members 
Mstep: Class 32 contains 940 members 
Mstep: Class 33 contains 843 members 
Mstep: Class 34 contains 1485 members 
Mstep: Class 35 contains 359 members 
Mstep: Class 36 contains 623 members 
Mstep: Class 37 contains 4451 members 
Mstep: Class 38 contains 26076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342966.000000 Penalty: 23342.880859
Iteration 87Q: 39 clusters Score -2.834297e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1561 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 162239 members 
Mstep: Class 5 contains 13217 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 7 contains 8420 members 
Mstep: Class 8 contains 4250 members 
Mstep: Class 9 contains 3606 members 
Mstep: Class 10 contains 6269 members 
Mstep: Class 11 contains 6283 members 
Mstep: Class 12 contains 26688 members 
Mstep: Class 13 contains 2779 members 
Mstep: Class 14 contains 6607 members 
Mstep: Class 15 contains 301476 members 
Mstep: Class 16 contains 58214 members 
Mstep: Class 17 contains 653 members 
Mstep: Class 18 contains 597 members 
Mstep: Class 19 contains 3236 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 5620 members 
Mstep: Class 22 contains 15044 members 
Mstep: Class 23 contains 990 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 3832 members 
Mstep: Class 28 contains 3459 members 
Mstep: Class 29 contains 9114 members 
Mstep: Class 30 contains 32307 members 
Mstep: Class 31 contains 2990 members 
Mstep: Class 32 contains 934 members 
Mstep: Class 33 contains 846 members 
Mstep: Class 34 contains 1488 members 
Mstep: Class 35 contains 397 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4454 members 
Mstep: Class 38 contains 26069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343334.000000 Penalty: 23342.880859
Iteration 88Q: 39 clusters Score -2.834333e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1564 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 162204 members 
Mstep: Class 5 contains 13189 members 
Mstep: Class 6 contains 4052 members 
Mstep: Class 7 contains 8396 members 
Mstep: Class 8 contains 4258 members 
Mstep: Class 9 contains 3601 members 
Mstep: Class 10 contains 6244 members 
Mstep: Class 11 contains 6286 members 
Mstep: Class 12 contains 26681 members 
Mstep: Class 13 contains 2758 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 301384 members 
Mstep: Class 16 contains 58221 members 
Mstep: Class 17 contains 652 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 5626 members 
Mstep: Class 22 contains 15035 members 
Mstep: Class 23 contains 991 members 
Mstep: Class 24 contains 3074 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 1655 members 
Mstep: Class 27 contains 3838 members 
Mstep: Class 28 contains 3461 members 
Mstep: Class 29 contains 9116 members 
Mstep: Class 30 contains 32512 members 
Mstep: Class 31 contains 3005 members 
Mstep: Class 32 contains 932 members 
Mstep: Class 33 contains 853 members 
Mstep: Class 34 contains 1492 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 621 members 
Mstep: Class 37 contains 4455 members 
Mstep: Class 38 contains 26075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343596.000000 Penalty: 23342.880859
Iteration 89Q: 39 clusters Score -2.83436e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1563 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 162159 members 
Mstep: Class 5 contains 13166 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 8367 members 
Mstep: Class 8 contains 4261 members 
Mstep: Class 9 contains 3597 members 
Mstep: Class 10 contains 6215 members 
Mstep: Class 11 contains 6285 members 
Mstep: Class 12 contains 26673 members 
Mstep: Class 13 contains 2728 members 
Mstep: Class 14 contains 6680 members 
Mstep: Class 15 contains 301327 members 
Mstep: Class 16 contains 58236 members 
Mstep: Class 17 contains 651 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 3295 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 5640 members 
Mstep: Class 22 contains 15026 members 
Mstep: Class 23 contains 990 members 
Mstep: Class 24 contains 3011 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 3845 members 
Mstep: Class 28 contains 3460 members 
Mstep: Class 29 contains 9120 members 
Mstep: Class 30 contains 32705 members 
Mstep: Class 31 contains 3023 members 
Mstep: Class 32 contains 939 members 
Mstep: Class 33 contains 862 members 
Mstep: Class 34 contains 1493 members 
Mstep: Class 35 contains 439 members 
Mstep: Class 36 contains 619 members 
Mstep: Class 37 contains 4456 members 
Mstep: Class 38 contains 26088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343834.000000 Penalty: 23342.880859
Iteration 90Q: 39 clusters Score -2.834383e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 162115 members 
Mstep: Class 5 contains 13152 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 8339 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 3596 members 
Mstep: Class 10 contains 6194 members 
Mstep: Class 11 contains 6286 members 
Mstep: Class 12 contains 26666 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 6713 members 
Mstep: Class 15 contains 301290 members 
Mstep: Class 16 contains 58258 members 
Mstep: Class 17 contains 649 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 5651 members 
Mstep: Class 22 contains 15027 members 
Mstep: Class 23 contains 989 members 
Mstep: Class 24 contains 2946 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 1664 members 
Mstep: Class 27 contains 3851 members 
Mstep: Class 28 contains 3454 members 
Mstep: Class 29 contains 9119 members 
Mstep: Class 30 contains 32858 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 1493 members 
Mstep: Class 35 contains 455 members 
Mstep: Class 36 contains 617 members 
Mstep: Class 37 contains 4455 members 
Mstep: Class 38 contains 26108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28344038.000000 Penalty: 23342.880859
Iteration 91Q: 39 clusters Score -2.834404e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1548 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 162068 members 
Mstep: Class 5 contains 13143 members 
Mstep: Class 6 contains 3909 members 
Mstep: Class 7 contains 8304 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 3596 members 
Mstep: Class 10 contains 6170 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 26659 members 
Mstep: Class 13 contains 2676 members 
Mstep: Class 14 contains 6745 members 
Mstep: Class 15 contains 301268 members 
Mstep: Class 16 contains 58274 members 
Mstep: Class 17 contains 639 members 
Mstep: Class 18 contains 595 members 
Mstep: Class 19 contains 3329 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 5661 members 
Mstep: Class 22 contains 15022 members 
Mstep: Class 23 contains 988 members 
Mstep: Class 24 contains 2905 members 
Mstep: Class 25 contains 619 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 3858 members 
Mstep: Class 28 contains 3445 members 
Mstep: Class 29 contains 9123 members 
Mstep: Class 30 contains 33003 members 
Mstep: Class 31 contains 3045 members 
Mstep: Class 32 contains 937 members 
Mstep: Class 33 contains 897 members 
Mstep: Class 34 contains 1496 members 
Mstep: Class 35 contains 468 members 
Mstep: Class 36 contains 616 members 
Mstep: Class 37 contains 4455 members 
Mstep: Class 38 contains 26119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28344102.000000 Penalty: 23342.880859
Iteration 92Q: 39 clusters Score -2.83441e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1543 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 162016 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 3861 members 
Mstep: Class 7 contains 8279 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 3595 members 
Mstep: Class 10 contains 6148 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 26656 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 6774 members 
Mstep: Class 15 contains 301260 members 
Mstep: Class 16 contains 58284 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 3342 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15008 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 24 contains 2863 members 
Mstep: Class 25 contains 623 members 
Mstep: Class 26 contains 1671 members 
Mstep: Class 27 contains 3857 members 
Mstep: Class 28 contains 3434 members 
Mstep: Class 29 contains 9118 members 
Mstep: Class 30 contains 33130 members 
Mstep: Class 31 contains 3068 members 
Mstep: Class 32 contains 935 members 
Mstep: Class 33 contains 914 members 
Mstep: Class 34 contains 1492 members 
Mstep: Class 35 contains 477 members 
Mstep: Class 36 contains 616 members 
Mstep: Class 37 contains 4458 members 
Mstep: Class 38 contains 26114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28344210.000000 Penalty: 23342.880859
Iteration 93Q: 39 clusters Score -2.834421e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1536 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 161969 members 
Mstep: Class 5 contains 13129 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 8262 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 3595 members 
Mstep: Class 10 contains 6124 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 26657 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 6800 members 
Mstep: Class 15 contains 301225 members 
Mstep: Class 16 contains 58286 members 
Mstep: Class 17 contains 623 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 3354 members 
Mstep: Class 20 contains 1650 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15007 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 24 contains 2820 members 
Mstep: Class 25 contains 629 members 
Mstep: Class 26 contains 1676 members 
Mstep: Class 27 contains 3861 members 
Mstep: Class 28 contains 3423 members 
Mstep: Class 29 contains 9114 members 
Mstep: Class 30 contains 33258 members 
Mstep: Class 31 contains 3088 members 
Mstep: Class 32 contains 932 members 
Mstep: Class 33 contains 930 members 
Mstep: Class 34 contains 1480 members 
Mstep: Class 35 contains 488 members 
Mstep: Class 36 contains 616 members 
Mstep: Class 37 contains 4462 members 
Mstep: Class 38 contains 26114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28344200.000000 Penalty: 23342.880859
Iteration 94Q: 39 clusters Score -2.83442e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1534 members 
Mstep: Class 3 contains 1498 members 
Mstep: Class 4 contains 161920 members 
Mstep: Class 5 contains 13120 members 
Mstep: Class 6 contains 3799 members 
Mstep: Class 7 contains 8253 members 
Mstep: Class 8 contains 4287 members 
Mstep: Class 9 contains 3595 members 
Mstep: Class 10 contains 6104 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 26654 members 
Mstep: Class 13 contains 2624 members 
Mstep: Class 14 contains 6833 members 
Mstep: Class 15 contains 301206 members 
Mstep: Class 16 contains 58293 members 
Mstep: Class 17 contains 617 members 
Mstep: Class 18 contains 588 members 
Mstep: Class 19 contains 3366 members 
Mstep: Class 20 contains 1650 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 14987 members 
Mstep: Class 23 contains 987 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 1677 members 
Mstep: Class 27 contains 3863 members 
Mstep: Class 28 contains 3412 members 
Mstep: Class 29 contains 9112 members 
Mstep: Class 30 contains 33377 members 
Mstep: Class 31 contains 3113 members 
Mstep: Class 32 contains 912 members 
Mstep: Class 33 contains 945 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 494 members 
Mstep: Class 36 contains 617 members 
Mstep: Class 37 contains 4465 members 
Mstep: Class 38 contains 26116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28344288.000000 Penalty: 23342.880859
Iteration 95Q: 39 clusters Score -2.834429e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 3 contains 1529 members 
Mstep: Class 4 contains 161861 members 
Mstep: Class 5 contains 13109 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 8248 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 3595 members 
Mstep: Class 10 contains 6091 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26646 members 
Mstep: Class 13 contains 2600 members 
Mstep: Class 14 contains 6873 members 
Mstep: Class 15 contains 301165 members 
Mstep: Class 16 contains 58302 members 
Mstep: Class 17 contains 610 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 3368 members 
Mstep: Class 20 contains 1656 members 
Mstep: Class 21 contains 5669 members 
Mstep: Class 22 contains 14988 members 
Mstep: Class 23 contains 988 members 
Mstep: Class 24 contains 2752 members 
Mstep: Class 25 contains 638 members 
Mstep: Class 26 contains 1679 members 
Mstep: Class 27 contains 3867 members 
Mstep: Class 28 contains 3410 members 
Mstep: Class 29 contains 9110 members 
Mstep: Class 30 contains 33500 members 
Mstep: Class 31 contains 3139 members 
Mstep: Class 32 contains 899 members 
Mstep: Class 33 contains 951 members 
Mstep: Class 34 contains 1467 members 
Mstep: Class 35 contains 504 members 
Mstep: Class 36 contains 616 members 
Mstep: Class 37 contains 4467 members 
Mstep: Class 38 contains 26116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28344352.000000 Penalty: 23342.880859
Iteration 96Q: 39 clusters Score -2.834435e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 161805 members 
Mstep: Class 5 contains 13104 members 
Mstep: Class 6 contains 3740 members 
Mstep: Class 7 contains 8224 members 
Mstep: Class 8 contains 4299 members 
Mstep: Class 9 contains 3595 members 
Mstep: Class 10 contains 6082 members 
Mstep: Class 11 contains 6296 members 
Mstep: Class 12 contains 26638 members 
Mstep: Class 13 contains 2582 members 
Mstep: Class 14 contains 6911 members 
Mstep: Class 15 contains 301111 members 
Mstep: Class 16 contains 58312 members 
Mstep: Class 17 contains 608 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 1660 members 
Mstep: Class 21 contains 5667 members 
Mstep: Class 22 contains 15003 members 
Mstep: Class 23 contains 987 members 
Mstep: Class 24 contains 2723 members 
Mstep: Class 25 contains 641 members 
Mstep: Class 26 contains 1682 members 
Mstep: Class 27 contains 3871 members 
Mstep: Class 28 contains 3405 members 
Mstep: Class 29 contains 9108 members 
Mstep: Class 30 contains 33625 members 
Mstep: Class 31 contains 3168 members 
Mstep: Class 32 contains 891 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 1462 members 
Mstep: Class 35 contains 510 members 
Mstep: Class 36 contains 616 members 
Mstep: Class 37 contains 4469 members 
Mstep: Class 38 contains 26108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28344456.000000 Penalty: 23342.880859
Iteration 97Q: 39 clusters Score -2.834446e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1517 members 
Mstep: Class 3 contains 1566 members 
Mstep: Class 4 contains 161750 members 
Mstep: Class 5 contains 13096 members 
Mstep: Class 6 contains 3712 members 
Mstep: Class 7 contains 8192 members 
Mstep: Class 8 contains 4300 members 
Mstep: Class 9 contains 3595 members 
Mstep: Class 10 contains 6078 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 26634 members 
Mstep: Class 13 contains 2565 members 
Mstep: Class 14 contains 6941 members 
Mstep: Class 15 contains 301071 members 
Mstep: Class 16 contains 58324 members 
Mstep: Class 17 contains 603 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 3384 members 
Mstep: Class 20 contains 1664 members 
Mstep: Class 21 contains 5661 members 
Mstep: Class 22 contains 15031 members 
Mstep: Class 23 contains 985 members 
Mstep: Class 24 contains 2690 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 1682 members 
Mstep: Class 27 contains 3880 members 
Mstep: Class 28 contains 3403 members 
Mstep: Class 29 contains 9107 members 
Mstep: Class 30 contains 33723 members 
Mstep: Class 31 contains 3194 members 
Mstep: Class 32 contains 901 members 
Mstep: Class 33 contains 960 members 
Mstep: Class 34 contains 1457 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 617 members 
Mstep: Class 37 contains 4473 members 
Mstep: Class 38 contains 26101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28344534.000000 Penalty: 23342.880859
Iteration 98Q: 39 clusters Score -2.834453e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 161704 members 
Mstep: Class 5 contains 13099 members 
Mstep: Class 6 contains 3682 members 
Mstep: Class 7 contains 8167 members 
Mstep: Class 8 contains 4309 members 
Mstep: Class 9 contains 3595 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 26624 members 
Mstep: Class 13 contains 2556 members 
Mstep: Class 14 contains 6967 members 
Mstep: Class 15 contains 301027 members 
Mstep: Class 16 contains 58335 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 5649 members 
Mstep: Class 22 contains 15064 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 2655 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 1681 members 
Mstep: Class 27 contains 3885 members 
Mstep: Class 28 contains 3401 members 
Mstep: Class 29 contains 9108 members 
Mstep: Class 30 contains 33831 members 
Mstep: Class 31 contains 3219 members 
Mstep: Class 32 contains 905 members 
Mstep: Class 33 contains 964 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 525 members 
Mstep: Class 36 contains 618 members 
Mstep: Class 37 contains 4474 members 
Mstep: Class 38 contains 26091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28344646.000000 Penalty: 23342.880859
Iteration 99Q: 39 clusters Score -2.834465e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 1579 members 
Mstep: Class 4 contains 161668 members 
Mstep: Class 5 contains 13101 members 
Mstep: Class 6 contains 3665 members 
Mstep: Class 7 contains 8141 members 
Mstep: Class 8 contains 4317 members 
Mstep: Class 9 contains 3595 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26608 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 6985 members 
Mstep: Class 15 contains 300992 members 
Mstep: Class 16 contains 58341 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 559 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 1671 members 
Mstep: Class 21 contains 5642 members 
Mstep: Class 22 contains 15072 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 24 contains 2648 members 
Mstep: Class 25 contains 647 members 
Mstep: Class 26 contains 1680 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 9114 members 
Mstep: Class 30 contains 33917 members 
Mstep: Class 31 contains 3241 members 
Mstep: Class 32 contains 937 members 
Mstep: Class 33 contains 968 members 
Mstep: Class 34 contains 1456 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 620 members 
Mstep: Class 37 contains 4474 members 
Mstep: Class 38 contains 26079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28344792.000000 Penalty: 23342.880859
Iteration 100F: 39 clusters Score -2.834479e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1510 members 
Mstep: Class 3 contains 1573 members 
Mstep: Class 4 contains 161633 members 
Mstep: Class 5 contains 13095 members 
Mstep: Class 6 contains 3650 members 
Mstep: Class 7 contains 8110 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 3592 members 
Mstep: Class 10 contains 6043 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26595 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 7002 members 
Mstep: Class 15 contains 300956 members 
Mstep: Class 16 contains 58347 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 18 contains 553 members 
Mstep: Class 19 contains 3396 members 
Mstep: Class 20 contains 1679 members 
Mstep: Class 21 contains 5637 members 
Mstep: Class 22 contains 15089 members 
Mstep: Class 23 contains 984 members 
Mstep: Class 24 contains 2635 members 
Mstep: Class 25 contains 648 members 
Mstep: Class 26 contains 1680 members 
Mstep: Class 27 contains 3880 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 9116 members 
Mstep: Class 30 contains 34009 members 
Mstep: Class 31 contains 3260 members 
Mstep: Class 32 contains 975 members 
Mstep: Class 33 contains 972 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4476 members 
Mstep: Class 38 contains 26066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28344938.000000 Penalty: 23342.880859
Iteration 101Q: 39 clusters Score -2.834494e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1504 members 
Mstep: Class 3 contains 1554 members 
Mstep: Class 4 contains 161597 members 
Mstep: Class 5 contains 13093 members 
Mstep: Class 6 contains 3634 members 
Mstep: Class 7 contains 8090 members 
Mstep: Class 8 contains 4325 members 
Mstep: Class 9 contains 3589 members 
Mstep: Class 10 contains 6034 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26584 members 
Mstep: Class 13 contains 2527 members 
Mstep: Class 14 contains 7019 members 
Mstep: Class 15 contains 300921 members 
Mstep: Class 16 contains 58353 members 
Mstep: Class 17 contains 579 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 3403 members 
Mstep: Class 20 contains 1683 members 
Mstep: Class 21 contains 5637 members 
Mstep: Class 22 contains 15106 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 2621 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1679 members 
Mstep: Class 27 contains 3873 members 
Mstep: Class 28 contains 3393 members 
Mstep: Class 29 contains 9116 members 
Mstep: Class 30 contains 34100 members 
Mstep: Class 31 contains 3273 members 
Mstep: Class 32 contains 1016 members 
Mstep: Class 33 contains 974 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4482 members 
Mstep: Class 38 contains 26061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28345258.000000 Penalty: 23342.880859
Iteration 102Q: 39 clusters Score -2.834526e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1502 members 
Mstep: Class 3 contains 1540 members 
Mstep: Class 4 contains 161560 members 
Mstep: Class 5 contains 13088 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 8064 members 
Mstep: Class 8 contains 4331 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26576 members 
Mstep: Class 13 contains 2528 members 
Mstep: Class 14 contains 7039 members 
Mstep: Class 15 contains 300895 members 
Mstep: Class 16 contains 58368 members 
Mstep: Class 17 contains 574 members 
Mstep: Class 18 contains 558 members 
Mstep: Class 19 contains 3409 members 
Mstep: Class 20 contains 1673 members 
Mstep: Class 21 contains 5640 members 
Mstep: Class 22 contains 15120 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 24 contains 2593 members 
Mstep: Class 25 contains 655 members 
Mstep: Class 26 contains 1677 members 
Mstep: Class 27 contains 3863 members 
Mstep: Class 28 contains 3388 members 
Mstep: Class 29 contains 9117 members 
Mstep: Class 30 contains 34180 members 
Mstep: Class 31 contains 3287 members 
Mstep: Class 32 contains 1073 members 
Mstep: Class 33 contains 979 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 525 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4488 members 
Mstep: Class 38 contains 26046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28345392.000000 Penalty: 23342.880859
Iteration 103Q: 39 clusters Score -2.834539e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1504 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 161511 members 
Mstep: Class 5 contains 13083 members 
Mstep: Class 6 contains 3607 members 
Mstep: Class 7 contains 8025 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 3582 members 
Mstep: Class 10 contains 6027 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26566 members 
Mstep: Class 13 contains 2532 members 
Mstep: Class 14 contains 7064 members 
Mstep: Class 15 contains 300874 members 
Mstep: Class 16 contains 58393 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 3418 members 
Mstep: Class 20 contains 1664 members 
Mstep: Class 21 contains 5641 members 
Mstep: Class 22 contains 15134 members 
Mstep: Class 23 contains 969 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 654 members 
Mstep: Class 26 contains 1675 members 
Mstep: Class 27 contains 3853 members 
Mstep: Class 28 contains 3383 members 
Mstep: Class 29 contains 9115 members 
Mstep: Class 30 contains 34248 members 
Mstep: Class 31 contains 3300 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 984 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 623 members 
Mstep: Class 37 contains 4496 members 
Mstep: Class 38 contains 26029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28345550.000000 Penalty: 23342.880859
Iteration 104Q: 39 clusters Score -2.834555e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1500 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 161463 members 
Mstep: Class 5 contains 13082 members 
Mstep: Class 6 contains 3590 members 
Mstep: Class 7 contains 7999 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 3580 members 
Mstep: Class 10 contains 6019 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26559 members 
Mstep: Class 13 contains 2538 members 
Mstep: Class 14 contains 7083 members 
Mstep: Class 15 contains 300874 members 
Mstep: Class 16 contains 58404 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 3423 members 
Mstep: Class 20 contains 1649 members 
Mstep: Class 21 contains 5636 members 
Mstep: Class 22 contains 15148 members 
Mstep: Class 23 contains 958 members 
Mstep: Class 24 contains 2550 members 
Mstep: Class 25 contains 653 members 
Mstep: Class 26 contains 1676 members 
Mstep: Class 27 contains 3843 members 
Mstep: Class 28 contains 3379 members 
Mstep: Class 29 contains 9122 members 
Mstep: Class 30 contains 34324 members 
Mstep: Class 31 contains 3309 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 990 members 
Mstep: Class 34 contains 1441 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 623 members 
Mstep: Class 37 contains 4498 members 
Mstep: Class 38 contains 26017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28345726.000000 Penalty: 23342.880859
Iteration 105Q: 39 clusters Score -2.834573e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 161412 members 
Mstep: Class 5 contains 13081 members 
Mstep: Class 6 contains 3573 members 
Mstep: Class 7 contains 7972 members 
Mstep: Class 8 contains 4355 members 
Mstep: Class 9 contains 3577 members 
Mstep: Class 10 contains 6017 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 26555 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 7093 members 
Mstep: Class 15 contains 300868 members 
Mstep: Class 16 contains 58411 members 
Mstep: Class 17 contains 566 members 
Mstep: Class 18 contains 575 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 1636 members 
Mstep: Class 21 contains 5634 members 
Mstep: Class 22 contains 15179 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 2535 members 
Mstep: Class 25 contains 656 members 
Mstep: Class 26 contains 1670 members 
Mstep: Class 27 contains 3835 members 
Mstep: Class 28 contains 3377 members 
Mstep: Class 29 contains 9128 members 
Mstep: Class 30 contains 34401 members 
Mstep: Class 31 contains 3321 members 
Mstep: Class 32 contains 1187 members 
Mstep: Class 33 contains 991 members 
Mstep: Class 34 contains 1433 members 
Mstep: Class 35 contains 537 members 
Mstep: Class 36 contains 623 members 
Mstep: Class 37 contains 4505 members 
Mstep: Class 38 contains 26001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28345804.000000 Penalty: 23342.880859
Iteration 106Q: 39 clusters Score -2.83458e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1500 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 161357 members 
Mstep: Class 5 contains 13081 members 
Mstep: Class 6 contains 3551 members 
Mstep: Class 7 contains 7942 members 
Mstep: Class 8 contains 4356 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 6013 members 
Mstep: Class 11 contains 6302 members 
Mstep: Class 12 contains 26545 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 7106 members 
Mstep: Class 15 contains 300863 members 
Mstep: Class 16 contains 58424 members 
Mstep: Class 17 contains 566 members 
Mstep: Class 18 contains 583 members 
Mstep: Class 19 contains 3429 members 
Mstep: Class 20 contains 1635 members 
Mstep: Class 21 contains 5635 members 
Mstep: Class 22 contains 15218 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 2518 members 
Mstep: Class 25 contains 661 members 
Mstep: Class 26 contains 1665 members 
Mstep: Class 27 contains 3839 members 
Mstep: Class 28 contains 3376 members 
Mstep: Class 29 contains 9131 members 
Mstep: Class 30 contains 34467 members 
Mstep: Class 31 contains 3333 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 992 members 
Mstep: Class 34 contains 1411 members 
Mstep: Class 35 contains 545 members 
Mstep: Class 36 contains 623 members 
Mstep: Class 37 contains 4508 members 
Mstep: Class 38 contains 25980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28345920.000000 Penalty: 23342.880859
Iteration 107Q: 39 clusters Score -2.834592e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1499 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 4 contains 161303 members 
Mstep: Class 5 contains 13074 members 
Mstep: Class 6 contains 3518 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 4356 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 6010 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 26540 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 7120 members 
Mstep: Class 15 contains 300867 members 
Mstep: Class 16 contains 58456 members 
Mstep: Class 17 contains 569 members 
Mstep: Class 18 contains 595 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 1633 members 
Mstep: Class 21 contains 5634 members 
Mstep: Class 22 contains 15261 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 2493 members 
Mstep: Class 25 contains 666 members 
Mstep: Class 26 contains 1661 members 
Mstep: Class 27 contains 3847 members 
Mstep: Class 28 contains 3374 members 
Mstep: Class 29 contains 9133 members 
Mstep: Class 30 contains 34525 members 
Mstep: Class 31 contains 3346 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 992 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 558 members 
Mstep: Class 36 contains 623 members 
Mstep: Class 37 contains 4511 members 
Mstep: Class 38 contains 25970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346044.000000 Penalty: 23342.880859
Iteration 108Q: 39 clusters Score -2.834604e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1491 members 
Mstep: Class 3 contains 1458 members 
Mstep: Class 4 contains 161232 members 
Mstep: Class 5 contains 13068 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 7870 members 
Mstep: Class 8 contains 4357 members 
Mstep: Class 9 contains 3565 members 
Mstep: Class 10 contains 6007 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 26536 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 7126 members 
Mstep: Class 15 contains 300878 members 
Mstep: Class 16 contains 58476 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1630 members 
Mstep: Class 21 contains 5636 members 
Mstep: Class 22 contains 15300 members 
Mstep: Class 23 contains 924 members 
Mstep: Class 24 contains 2469 members 
Mstep: Class 25 contains 668 members 
Mstep: Class 26 contains 1661 members 
Mstep: Class 27 contains 3855 members 
Mstep: Class 28 contains 3369 members 
Mstep: Class 29 contains 9133 members 
Mstep: Class 30 contains 34585 members 
Mstep: Class 31 contains 3357 members 
Mstep: Class 32 contains 1281 members 
Mstep: Class 33 contains 996 members 
Mstep: Class 34 contains 1357 members 
Mstep: Class 35 contains 578 members 
Mstep: Class 36 contains 623 members 
Mstep: Class 37 contains 4515 members 
Mstep: Class 38 contains 25965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346240.000000 Penalty: 23342.880859
Iteration 109Q: 39 clusters Score -2.834624e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1488 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 161178 members 
Mstep: Class 5 contains 13072 members 
Mstep: Class 6 contains 3465 members 
Mstep: Class 7 contains 7831 members 
Mstep: Class 8 contains 4362 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 6008 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 26530 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 7133 members 
Mstep: Class 15 contains 300875 members 
Mstep: Class 16 contains 58501 members 
Mstep: Class 17 contains 568 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 5635 members 
Mstep: Class 22 contains 15344 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 2431 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 1657 members 
Mstep: Class 27 contains 3859 members 
Mstep: Class 28 contains 3365 members 
Mstep: Class 29 contains 9132 members 
Mstep: Class 30 contains 34638 members 
Mstep: Class 31 contains 3367 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 1000 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 598 members 
Mstep: Class 36 contains 623 members 
Mstep: Class 37 contains 4517 members 
Mstep: Class 38 contains 25954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346248.000000 Penalty: 23342.880859
Iteration 110Q: 39 clusters Score -2.834625e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1484 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 161121 members 
Mstep: Class 5 contains 13075 members 
Mstep: Class 6 contains 3436 members 
Mstep: Class 7 contains 7778 members 
Mstep: Class 8 contains 4362 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 6011 members 
Mstep: Class 11 contains 6302 members 
Mstep: Class 12 contains 26523 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 7141 members 
Mstep: Class 15 contains 300883 members 
Mstep: Class 16 contains 58530 members 
Mstep: Class 17 contains 565 members 
Mstep: Class 18 contains 615 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 1611 members 
Mstep: Class 21 contains 5637 members 
Mstep: Class 22 contains 15394 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1655 members 
Mstep: Class 27 contains 3864 members 
Mstep: Class 28 contains 3365 members 
Mstep: Class 29 contains 9133 members 
Mstep: Class 30 contains 34693 members 
Mstep: Class 31 contains 3374 members 
Mstep: Class 32 contains 1353 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 1320 members 
Mstep: Class 35 contains 613 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4519 members 
Mstep: Class 38 contains 25943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346354.000000 Penalty: 23342.880859
Iteration 111Q: 39 clusters Score -2.834635e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1479 members 
Mstep: Class 3 contains 1454 members 
Mstep: Class 4 contains 161072 members 
Mstep: Class 5 contains 13069 members 
Mstep: Class 6 contains 3411 members 
Mstep: Class 7 contains 7721 members 
Mstep: Class 8 contains 4363 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 6010 members 
Mstep: Class 11 contains 6304 members 
Mstep: Class 12 contains 26520 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 7155 members 
Mstep: Class 15 contains 300893 members 
Mstep: Class 16 contains 58550 members 
Mstep: Class 17 contains 563 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 1593 members 
Mstep: Class 21 contains 5642 members 
Mstep: Class 22 contains 15443 members 
Mstep: Class 23 contains 922 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 689 members 
Mstep: Class 26 contains 1656 members 
Mstep: Class 27 contains 3875 members 
Mstep: Class 28 contains 3365 members 
Mstep: Class 29 contains 9138 members 
Mstep: Class 30 contains 34746 members 
Mstep: Class 31 contains 3381 members 
Mstep: Class 32 contains 1372 members 
Mstep: Class 33 contains 1000 members 
Mstep: Class 34 contains 1318 members 
Mstep: Class 35 contains 628 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4519 members 
Mstep: Class 38 contains 25941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346420.000000 Penalty: 23342.880859
Iteration 112Q: 39 clusters Score -2.834642e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1471 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 161041 members 
Mstep: Class 5 contains 13066 members 
Mstep: Class 6 contains 3385 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 4361 members 
Mstep: Class 9 contains 3564 members 
Mstep: Class 10 contains 6005 members 
Mstep: Class 11 contains 6305 members 
Mstep: Class 12 contains 26514 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 7168 members 
Mstep: Class 15 contains 300903 members 
Mstep: Class 16 contains 58588 members 
Mstep: Class 17 contains 559 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 1581 members 
Mstep: Class 21 contains 5640 members 
Mstep: Class 22 contains 15511 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 2284 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 3881 members 
Mstep: Class 28 contains 3364 members 
Mstep: Class 29 contains 9138 members 
Mstep: Class 30 contains 34786 members 
Mstep: Class 31 contains 3385 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 638 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4519 members 
Mstep: Class 38 contains 25950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346578.000000 Penalty: 23342.880859
Iteration 113Q: 39 clusters Score -2.834658e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 1454 members 
Mstep: Class 4 contains 161023 members 
Mstep: Class 5 contains 13066 members 
Mstep: Class 6 contains 3371 members 
Mstep: Class 7 contains 7592 members 
Mstep: Class 8 contains 4362 members 
Mstep: Class 9 contains 3564 members 
Mstep: Class 10 contains 6002 members 
Mstep: Class 11 contains 6302 members 
Mstep: Class 12 contains 26510 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 7184 members 
Mstep: Class 15 contains 300901 members 
Mstep: Class 16 contains 58617 members 
Mstep: Class 17 contains 556 members 
Mstep: Class 18 contains 629 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1566 members 
Mstep: Class 21 contains 5638 members 
Mstep: Class 22 contains 15540 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 2247 members 
Mstep: Class 25 contains 704 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 3888 members 
Mstep: Class 28 contains 3363 members 
Mstep: Class 29 contains 9138 members 
Mstep: Class 30 contains 34825 members 
Mstep: Class 31 contains 3387 members 
Mstep: Class 32 contains 1431 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1321 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4521 members 
Mstep: Class 38 contains 25957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346646.000000 Penalty: 23342.880859
Iteration 114Q: 39 clusters Score -2.834665e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 1454 members 
Mstep: Class 4 contains 160978 members 
Mstep: Class 5 contains 13069 members 
Mstep: Class 6 contains 3363 members 
Mstep: Class 7 contains 7556 members 
Mstep: Class 8 contains 4364 members 
Mstep: Class 9 contains 3564 members 
Mstep: Class 10 contains 6001 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 26513 members 
Mstep: Class 13 contains 2497 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 300908 members 
Mstep: Class 16 contains 58646 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 636 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1551 members 
Mstep: Class 21 contains 5633 members 
Mstep: Class 22 contains 15564 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 2207 members 
Mstep: Class 25 contains 712 members 
Mstep: Class 26 contains 1647 members 
Mstep: Class 27 contains 3890 members 
Mstep: Class 28 contains 3362 members 
Mstep: Class 29 contains 9140 members 
Mstep: Class 30 contains 34864 members 
Mstep: Class 31 contains 3389 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1003 members 
Mstep: Class 34 contains 1326 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4520 members 
Mstep: Class 38 contains 25969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346708.000000 Penalty: 23342.880859
Iteration 115Q: 39 clusters Score -2.834671e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 1454 members 
Mstep: Class 4 contains 160938 members 
Mstep: Class 5 contains 13071 members 
Mstep: Class 6 contains 3348 members 
Mstep: Class 7 contains 7519 members 
Mstep: Class 8 contains 4370 members 
Mstep: Class 9 contains 3562 members 
Mstep: Class 10 contains 6001 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 26522 members 
Mstep: Class 13 contains 2478 members 
Mstep: Class 14 contains 7214 members 
Mstep: Class 15 contains 300906 members 
Mstep: Class 16 contains 58667 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 1535 members 
Mstep: Class 21 contains 5621 members 
Mstep: Class 22 contains 15603 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 2180 members 
Mstep: Class 25 contains 712 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 3893 members 
Mstep: Class 28 contains 3361 members 
Mstep: Class 29 contains 9141 members 
Mstep: Class 30 contains 34902 members 
Mstep: Class 31 contains 3389 members 
Mstep: Class 32 contains 1484 members 
Mstep: Class 33 contains 1004 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 638 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4523 members 
Mstep: Class 38 contains 25985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346708.000000 Penalty: 23342.880859
Iteration 116Q: 39 clusters Score -2.834671e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 160884 members 
Mstep: Class 5 contains 13064 members 
Mstep: Class 6 contains 3336 members 
Mstep: Class 7 contains 7473 members 
Mstep: Class 8 contains 4375 members 
Mstep: Class 9 contains 3561 members 
Mstep: Class 10 contains 6001 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 26525 members 
Mstep: Class 13 contains 2464 members 
Mstep: Class 14 contains 7234 members 
Mstep: Class 15 contains 300899 members 
Mstep: Class 16 contains 58691 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 659 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1518 members 
Mstep: Class 21 contains 5621 members 
Mstep: Class 22 contains 15639 members 
Mstep: Class 23 contains 924 members 
Mstep: Class 24 contains 2172 members 
Mstep: Class 25 contains 715 members 
Mstep: Class 26 contains 1644 members 
Mstep: Class 27 contains 3897 members 
Mstep: Class 28 contains 3361 members 
Mstep: Class 29 contains 9143 members 
Mstep: Class 30 contains 34941 members 
Mstep: Class 31 contains 3390 members 
Mstep: Class 32 contains 1515 members 
Mstep: Class 33 contains 1004 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 624 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4527 members 
Mstep: Class 38 contains 25997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346782.000000 Penalty: 23342.880859
Iteration 117Q: 39 clusters Score -2.834678e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 160848 members 
Mstep: Class 5 contains 13067 members 
Mstep: Class 6 contains 3324 members 
Mstep: Class 7 contains 7430 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 3560 members 
Mstep: Class 10 contains 6002 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 26536 members 
Mstep: Class 13 contains 2454 members 
Mstep: Class 14 contains 7254 members 
Mstep: Class 15 contains 300885 members 
Mstep: Class 16 contains 58719 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 662 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 5614 members 
Mstep: Class 22 contains 15677 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 2146 members 
Mstep: Class 25 contains 718 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 3900 members 
Mstep: Class 28 contains 3361 members 
Mstep: Class 29 contains 9146 members 
Mstep: Class 30 contains 34984 members 
Mstep: Class 31 contains 3391 members 
Mstep: Class 32 contains 1535 members 
Mstep: Class 33 contains 1004 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 615 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4526 members 
Mstep: Class 38 contains 26007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346722.000000 Penalty: 23342.880859
Iteration 118Q: 39 clusters Score -2.834672e+07 nChanged 393
Entering ConstructFrom: 
Score: -28346722.000000 Penalty: 23342.880859
Entering ConstructFrom: 
Trying to split cluster 1 (3058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Entering Unmasked Estep 
Score: -117192.117188 Penalty: 365.161011
	Iteration 0F: 2 clusters Score -117192.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -115082.296875 Penalty: 730.322021
	Iteration 0F: 3 clusters Score -115082.3 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -115881.593750 Penalty: 730.322021
	Iteration 1F: 3 clusters Score -115881.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -116020.914062 Penalty: 730.322021
	Iteration 2F: 3 clusters Score -116020.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -116147.515625 Penalty: 730.322021
	Iteration 3F: 3 clusters Score -116147.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -116286.226562 Penalty: 730.322021
	Iteration 4F: 3 clusters Score -116286.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -116437.632812 Penalty: 730.322021
	Iteration 5F: 3 clusters Score -116437.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -116527.828125 Penalty: 730.322021
	Iteration 6Q: 3 clusters Score -116527.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -116580.429688 Penalty: 730.322021
	Iteration 7Q: 3 clusters Score -116580.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -116617.382812 Penalty: 730.322021
	Iteration 8Q: 3 clusters Score -116617.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -116648.390625 Penalty: 730.322021
	Iteration 9Q: 3 clusters Score -116648.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -116664.898438 Penalty: 730.322021
	Iteration 10Q: 3 clusters Score -116664.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -116676.546875 Penalty: 730.322021
	Iteration 11Q: 3 clusters Score -116676.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -116686.398438 Penalty: 730.322021
	Iteration 12Q: 3 clusters Score -116686.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -116695.703125 Penalty: 730.322021
	Iteration 13Q: 3 clusters Score -116695.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -116706.476562 Penalty: 730.322021
	Iteration 14Q: 3 clusters Score -116706.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -116716.835938 Penalty: 730.322021
	Iteration 15Q: 3 clusters Score -116716.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -116723.968750 Penalty: 730.322021
	Iteration 16Q: 3 clusters Score -116724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -116732.476562 Penalty: 730.322021
	Iteration 17Q: 3 clusters Score -116732.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -116740.640625 Penalty: 730.322021
	Iteration 18Q: 3 clusters Score -116740.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -116751.031250 Penalty: 730.322021
	Iteration 19Q: 3 clusters Score -116751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -116763.070312 Penalty: 730.322021
	Iteration 20F: 3 clusters Score -116763.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -116777.773438 Penalty: 730.322021
	Iteration 21Q: 3 clusters Score -116777.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -116792.218750 Penalty: 730.322021
	Iteration 22Q: 3 clusters Score -116792.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -116802.359375 Penalty: 730.322021
	Iteration 23Q: 3 clusters Score -116802.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -116812.625000 Penalty: 730.322021
	Iteration 24Q: 3 clusters Score -116812.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -116822.101562 Penalty: 730.322021
	Iteration 25Q: 3 clusters Score -116822.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -116830.117188 Penalty: 730.322021
	Iteration 26Q: 3 clusters Score -116830.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -116835.820312 Penalty: 730.322021
	Iteration 27Q: 3 clusters Score -116835.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -116846.421875 Penalty: 730.322021
	Iteration 28Q: 3 clusters Score -116846.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -116852.117188 Penalty: 730.322021
	Iteration 29Q: 3 clusters Score -116852.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -116855.648438 Penalty: 730.322021
	Iteration 30Q: 3 clusters Score -116855.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -116858.296875 Penalty: 730.322021
	Iteration 31Q: 3 clusters Score -116858.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -116862.187500 Penalty: 730.322021
	Iteration 32Q: 3 clusters Score -116862.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -116863.507812 Penalty: 730.322021
	Iteration 33Q: 3 clusters Score -116863.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -116864.898438 Penalty: 730.322021
	Iteration 34Q: 3 clusters Score -116864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -116865.375000 Penalty: 730.322021
	Iteration 35Q: 3 clusters Score -116865.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -116865.765625 Penalty: 730.322021
	Iteration 36Q: 3 clusters Score -116865.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -116866.203125 Penalty: 730.322021
	Iteration 37Q: 3 clusters Score -116866.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -116866.140625 Penalty: 730.322021
	Iteration 38Q: 3 clusters Score -116866.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -116866.398438 Penalty: 730.322021
	Iteration 39Q: 3 clusters Score -116866.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -116866.398438 Penalty: 730.322021
	Iteration 40F: 3 clusters Score -116866.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Entering Unmasked Estep 
Score: -54407.925781 Penalty: 328.924683
	Iteration 0F: 2 clusters Score -54407.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -53379.195312 Penalty: 657.849365
	Iteration 0F: 3 clusters Score -53379.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -53789.695312 Penalty: 657.849365
	Iteration 1F: 3 clusters Score -53789.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -53955.421875 Penalty: 657.849365
	Iteration 2F: 3 clusters Score -53955.42 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -54089.476562 Penalty: 657.849365
	Iteration 3F: 3 clusters Score -54089.48 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -54180.839844 Penalty: 657.849365
	Iteration 4F: 3 clusters Score -54180.84 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -54230.437500 Penalty: 657.849365
	Iteration 5Q: 3 clusters Score -54230.44 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -54258.531250 Penalty: 657.849365
	Iteration 6Q: 3 clusters Score -54258.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -54280.035156 Penalty: 657.849365
	Iteration 7Q: 3 clusters Score -54280.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -54293.242188 Penalty: 657.849365
	Iteration 8Q: 3 clusters Score -54293.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -54302.492188 Penalty: 657.849365
	Iteration 9Q: 3 clusters Score -54302.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -54314.433594 Penalty: 657.849365
	Iteration 10Q: 3 clusters Score -54314.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -54321.113281 Penalty: 657.849365
	Iteration 11Q: 3 clusters Score -54321.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -54325.773438 Penalty: 657.849365
	Iteration 12Q: 3 clusters Score -54325.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -54330.863281 Penalty: 657.849365
	Iteration 13Q: 3 clusters Score -54330.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -54333.000000 Penalty: 657.849365
	Iteration 14Q: 3 clusters Score -54333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -54334.687500 Penalty: 657.849365
	Iteration 15Q: 3 clusters Score -54334.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -54334.875000 Penalty: 657.849365
	Iteration 16Q: 3 clusters Score -54334.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -54335.011719 Penalty: 657.849365
	Iteration 17Q: 3 clusters Score -54335.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -54335.203125 Penalty: 657.849365
	Iteration 18Q: 3 clusters Score -54335.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -54335.203125 Penalty: 657.849365
	Iteration 19F: 3 clusters Score -54335.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Entering Unmasked Estep 
Score: -52374.031250 Penalty: 331.365631
	Iteration 0F: 2 clusters Score -52374.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -51293.500000 Penalty: 662.731262
	Iteration 0F: 3 clusters Score -51293.5 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -51742.109375 Penalty: 662.731262
	Iteration 1F: 3 clusters Score -51742.11 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -51930.769531 Penalty: 662.731262
	Iteration 2F: 3 clusters Score -51930.77 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -52068.261719 Penalty: 662.731262
	Iteration 3F: 3 clusters Score -52068.26 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -52142.269531 Penalty: 662.731262
	Iteration 4F: 3 clusters Score -52142.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -52179.410156 Penalty: 662.731262
	Iteration 5Q: 3 clusters Score -52179.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -52210.105469 Penalty: 662.731262
	Iteration 6Q: 3 clusters Score -52210.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -52227.570312 Penalty: 662.731262
	Iteration 7Q: 3 clusters Score -52227.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -52249.773438 Penalty: 662.731262
	Iteration 8Q: 3 clusters Score -52249.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -52267.390625 Penalty: 662.731262
	Iteration 9Q: 3 clusters Score -52267.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -52276.589844 Penalty: 662.731262
	Iteration 10Q: 3 clusters Score -52276.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -52280.121094 Penalty: 662.731262
	Iteration 11Q: 3 clusters Score -52280.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -52281.609375 Penalty: 662.731262
	Iteration 12Q: 3 clusters Score -52281.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -52283.417969 Penalty: 662.731262
	Iteration 13Q: 3 clusters Score -52283.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -52284.070312 Penalty: 662.731262
	Iteration 14Q: 3 clusters Score -52284.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -52284.359375 Penalty: 662.731262
	Iteration 15Q: 3 clusters Score -52284.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -52284.359375 Penalty: 662.731262
	Iteration 16F: 3 clusters Score -52284.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (160799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160799 members 
Entering Unmasked Estep 
Score: -6672543.500000 Penalty: 545.449890
	Iteration 0F: 2 clusters Score -6672544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80427 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -6563456.000000 Penalty: 1090.899780
	Iteration 0F: 3 clusters Score -6563456 nChanged 79037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79672 members 
Mstep: Class 2 contains 81127 members 
Entering Unmasked Estep 
Score: -6611176.500000 Penalty: 1090.899780
	Iteration 1F: 3 clusters Score -6611176 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78279 members 
Mstep: Class 2 contains 82520 members 
Entering Unmasked Estep 
Score: -6613775.000000 Penalty: 1090.899780
	Iteration 2Q: 3 clusters Score -6613775 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 84844 members 
Entering Unmasked Estep 
Score: -6617475.000000 Penalty: 1090.899780
	Iteration 3F: 3 clusters Score -6617475 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72549 members 
Mstep: Class 2 contains 88250 members 
Entering Unmasked Estep 
Score: -6622732.500000 Penalty: 1090.899780
	Iteration 4F: 3 clusters Score -6622732 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68481 members 
Mstep: Class 2 contains 92318 members 
Entering Unmasked Estep 
Score: -6628922.500000 Penalty: 1090.899780
	Iteration 5F: 3 clusters Score -6628922 nChanged 9866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64541 members 
Mstep: Class 2 contains 96258 members 
Entering Unmasked Estep 
Score: -6634920.000000 Penalty: 1090.899780
	Iteration 6F: 3 clusters Score -6634920 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61354 members 
Mstep: Class 2 contains 99445 members 
Entering Unmasked Estep 
Score: -6640032.000000 Penalty: 1090.899780
	Iteration 7F: 3 clusters Score -6640032 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 102089 members 
Entering Unmasked Estep 
Score: -6644073.500000 Penalty: 1090.899780
	Iteration 8Q: 3 clusters Score -6644074 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 104266 members 
Entering Unmasked Estep 
Score: -6647013.500000 Penalty: 1090.899780
	Iteration 9Q: 3 clusters Score -6647014 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 106470 members 
Entering Unmasked Estep 
Score: -6649128.000000 Penalty: 1090.899780
	Iteration 10Q: 3 clusters Score -6649128 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 108966 members 
Entering Unmasked Estep 
Score: -6650830.000000 Penalty: 1090.899780
	Iteration 11Q: 3 clusters Score -6650830 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 111910 members 
Entering Unmasked Estep 
Score: -6652458.500000 Penalty: 1090.899780
	Iteration 12Q: 3 clusters Score -6652458 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 115342 members 
Entering Unmasked Estep 
Score: -6654290.500000 Penalty: 1090.899780
	Iteration 13Q: 3 clusters Score -6654290 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 118892 members 
Entering Unmasked Estep 
Score: -6656363.000000 Penalty: 1090.899780
	Iteration 14Q: 3 clusters Score -6656363 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 122522 members 
Entering Unmasked Estep 
Score: -6658540.000000 Penalty: 1090.899780
	Iteration 15Q: 3 clusters Score -6658540 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 125946 members 
Entering Unmasked Estep 
Score: -6660546.500000 Penalty: 1090.899780
	Iteration 16Q: 3 clusters Score -6660546 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 129128 members 
Entering Unmasked Estep 
Score: -6662365.000000 Penalty: 1090.899780
	Iteration 17Q: 3 clusters Score -6662365 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 132024 members 
Entering Unmasked Estep 
Score: -6663955.000000 Penalty: 1090.899780
	Iteration 18Q: 3 clusters Score -6663955 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 134613 members 
Entering Unmasked Estep 
Score: -6665254.000000 Penalty: 1090.899780
	Iteration 19Q: 3 clusters Score -6665254 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 136786 members 
Entering Unmasked Estep 
Score: -6666202.000000 Penalty: 1090.899780
	Iteration 20F: 3 clusters Score -6666202 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 138691 members 
Entering Unmasked Estep 
Score: -6667009.000000 Penalty: 1090.899780
	Iteration 21Q: 3 clusters Score -6667009 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 140434 members 
Entering Unmasked Estep 
Score: -6667606.500000 Penalty: 1090.899780
	Iteration 22Q: 3 clusters Score -6667606 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 141993 members 
Entering Unmasked Estep 
Score: -6668195.500000 Penalty: 1090.899780
	Iteration 23Q: 3 clusters Score -6668196 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 143483 members 
Entering Unmasked Estep 
Score: -6668791.000000 Penalty: 1090.899780
	Iteration 24Q: 3 clusters Score -6668791 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 144805 members 
Entering Unmasked Estep 
Score: -6669245.000000 Penalty: 1090.899780
	Iteration 25Q: 3 clusters Score -6669245 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 145979 members 
Entering Unmasked Estep 
Score: -6669583.000000 Penalty: 1090.899780
	Iteration 26Q: 3 clusters Score -6669583 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 147048 members 
Entering Unmasked Estep 
Score: -6669902.000000 Penalty: 1090.899780
	Iteration 27Q: 3 clusters Score -6669902 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 148032 members 
Entering Unmasked Estep 
Score: -6670250.500000 Penalty: 1090.899780
	Iteration 28Q: 3 clusters Score -6670250 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 148893 members 
Entering Unmasked Estep 
Score: -6670491.500000 Penalty: 1090.899780
	Iteration 29Q: 3 clusters Score -6670492 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 149682 members 
Entering Unmasked Estep 
Score: -6670730.000000 Penalty: 1090.899780
	Iteration 30Q: 3 clusters Score -6670730 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 150451 members 
Entering Unmasked Estep 
Score: -6670976.500000 Penalty: 1090.899780
	Iteration 31Q: 3 clusters Score -6670976 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 151164 members 
Entering Unmasked Estep 
Score: -6671165.500000 Penalty: 1090.899780
	Iteration 32Q: 3 clusters Score -6671166 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 151804 members 
Entering Unmasked Estep 
Score: -6671315.000000 Penalty: 1090.899780
	Iteration 33Q: 3 clusters Score -6671315 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 152384 members 
Entering Unmasked Estep 
Score: -6671455.000000 Penalty: 1090.899780
	Iteration 34Q: 3 clusters Score -6671455 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 152924 members 
Entering Unmasked Estep 
Score: -6671582.500000 Penalty: 1090.899780
	Iteration 35Q: 3 clusters Score -6671582 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 153405 members 
Entering Unmasked Estep 
Score: -6671703.000000 Penalty: 1090.899780
	Iteration 36Q: 3 clusters Score -6671703 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 153828 members 
Entering Unmasked Estep 
Score: -6671821.000000 Penalty: 1090.899780
	Iteration 37Q: 3 clusters Score -6671821 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 154256 members 
Entering Unmasked Estep 
Score: -6671917.500000 Penalty: 1090.899780
	Iteration 38Q: 3 clusters Score -6671918 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 154647 members 
Entering Unmasked Estep 
Score: -6671974.000000 Penalty: 1090.899780
	Iteration 39Q: 3 clusters Score -6671974 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 155024 members 
Entering Unmasked Estep 
Score: -6672021.500000 Penalty: 1090.899780
	Iteration 40F: 3 clusters Score -6672022 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 155351 members 
Entering Unmasked Estep 
Score: -6672084.000000 Penalty: 1090.899780
	Iteration 41Q: 3 clusters Score -6672084 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 155654 members 
Entering Unmasked Estep 
Score: -6672154.000000 Penalty: 1090.899780
	Iteration 42Q: 3 clusters Score -6672154 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 155925 members 
Entering Unmasked Estep 
Score: -6672193.500000 Penalty: 1090.899780
	Iteration 43Q: 3 clusters Score -6672194 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 156171 members 
Entering Unmasked Estep 
Score: -6672277.500000 Penalty: 1090.899780
	Iteration 44Q: 3 clusters Score -6672278 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 156393 members 
Entering Unmasked Estep 
Score: -6672340.000000 Penalty: 1090.899780
	Iteration 45Q: 3 clusters Score -6672340 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 156580 members 
Entering Unmasked Estep 
Score: -6672367.500000 Penalty: 1090.899780
	Iteration 46Q: 3 clusters Score -6672368 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 156745 members 
Entering Unmasked Estep 
Score: -6672378.500000 Penalty: 1090.899780
	Iteration 47Q: 3 clusters Score -6672378 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 156875 members 
Entering Unmasked Estep 
Score: -6672398.000000 Penalty: 1090.899780
	Iteration 48Q: 3 clusters Score -6672398 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 157003 members 
Entering Unmasked Estep 
Score: -6672422.500000 Penalty: 1090.899780
	Iteration 49Q: 3 clusters Score -6672422 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 157118 members 
Entering Unmasked Estep 
Score: -6672438.500000 Penalty: 1090.899780
	Iteration 50Q: 3 clusters Score -6672438 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 157225 members 
Entering Unmasked Estep 
Score: -6672462.000000 Penalty: 1090.899780
	Iteration 51Q: 3 clusters Score -6672462 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 157305 members 
Entering Unmasked Estep 
Score: -6672460.000000 Penalty: 1090.899780
	Iteration 52Q: 3 clusters Score -6672460 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 157391 members 
Entering Unmasked Estep 
Score: -6672460.500000 Penalty: 1090.899780
	Iteration 53Q: 3 clusters Score -6672460 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 157480 members 
Entering Unmasked Estep 
Score: -6672480.500000 Penalty: 1090.899780
	Iteration 54Q: 3 clusters Score -6672480 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 157565 members 
Entering Unmasked Estep 
Score: -6672492.500000 Penalty: 1090.899780
	Iteration 55Q: 3 clusters Score -6672492 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 157647 members 
Entering Unmasked Estep 
Score: -6672489.000000 Penalty: 1090.899780
	Iteration 56Q: 3 clusters Score -6672489 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 157714 members 
Entering Unmasked Estep 
Score: -6672495.500000 Penalty: 1090.899780
	Iteration 57Q: 3 clusters Score -6672496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 157777 members 
Entering Unmasked Estep 
Score: -6672506.500000 Penalty: 1090.899780
	Iteration 58Q: 3 clusters Score -6672506 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 157826 members 
Entering Unmasked Estep 
Score: -6672522.000000 Penalty: 1090.899780
	Iteration 59Q: 3 clusters Score -6672522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 157873 members 
Entering Unmasked Estep 
Score: -6672523.500000 Penalty: 1090.899780
	Iteration 60F: 3 clusters Score -6672524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 157912 members 
Entering Unmasked Estep 
Score: -6672531.000000 Penalty: 1090.899780
	Iteration 61Q: 3 clusters Score -6672531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 157949 members 
Entering Unmasked Estep 
Score: -6672527.500000 Penalty: 1090.899780
	Iteration 62Q: 3 clusters Score -6672528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 157986 members 
Entering Unmasked Estep 
Score: -6672517.500000 Penalty: 1090.899780
	Iteration 63Q: 3 clusters Score -6672518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 158017 members 
Entering Unmasked Estep 
Score: -6672523.500000 Penalty: 1090.899780
	Iteration 64Q: 3 clusters Score -6672524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 158045 members 
Entering Unmasked Estep 
Score: -6672524.000000 Penalty: 1090.899780
	Iteration 65Q: 3 clusters Score -6672524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 158071 members 
Entering Unmasked Estep 
Score: -6672523.000000 Penalty: 1090.899780
	Iteration 66Q: 3 clusters Score -6672523 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 158104 members 
Entering Unmasked Estep 
Score: -6672520.000000 Penalty: 1090.899780
	Iteration 67Q: 3 clusters Score -6672520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 158123 members 
Entering Unmasked Estep 
Score: -6672525.500000 Penalty: 1090.899780
	Iteration 68Q: 3 clusters Score -6672526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 158142 members 
Entering Unmasked Estep 
Score: -6672512.500000 Penalty: 1090.899780
	Iteration 69Q: 3 clusters Score -6672512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 158157 members 
Entering Unmasked Estep 
Score: -6672513.500000 Penalty: 1090.899780
	Iteration 70Q: 3 clusters Score -6672514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 158170 members 
Entering Unmasked Estep 
Score: -6672513.000000 Penalty: 1090.899780
	Iteration 71Q: 3 clusters Score -6672513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 158177 members 
Entering Unmasked Estep 
Score: -6672510.500000 Penalty: 1090.899780
	Iteration 72Q: 3 clusters Score -6672510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 158181 members 
Entering Unmasked Estep 
Score: -6672512.500000 Penalty: 1090.899780
	Iteration 73Q: 3 clusters Score -6672512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 158187 members 
Entering Unmasked Estep 
Score: -6672520.000000 Penalty: 1090.899780
	Iteration 74Q: 3 clusters Score -6672520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 158194 members 
Entering Unmasked Estep 
Score: -6672526.500000 Penalty: 1090.899780
	Iteration 75Q: 3 clusters Score -6672526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 158200 members 
Entering Unmasked Estep 
Score: -6672523.500000 Penalty: 1090.899780
	Iteration 76Q: 3 clusters Score -6672524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 158209 members 
Entering Unmasked Estep 
Score: -6672518.000000 Penalty: 1090.899780
	Iteration 77Q: 3 clusters Score -6672518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 158221 members 
Entering Unmasked Estep 
Score: -6672515.000000 Penalty: 1090.899780
	Iteration 78Q: 3 clusters Score -6672515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 158232 members 
Entering Unmasked Estep 
Score: -6672518.000000 Penalty: 1090.899780
	Iteration 79Q: 3 clusters Score -6672518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 158235 members 
Entering Unmasked Estep 
Score: -6672519.000000 Penalty: 1090.899780
	Iteration 80F: 3 clusters Score -6672519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 158238 members 
Entering Unmasked Estep 
Score: -6672522.000000 Penalty: 1090.899780
	Iteration 81Q: 3 clusters Score -6672522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 158240 members 
Entering Unmasked Estep 
Score: -6672524.500000 Penalty: 1090.899780
	Iteration 82Q: 3 clusters Score -6672524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 158241 members 
Entering Unmasked Estep 
Score: -6672524.500000 Penalty: 1090.899780
	Iteration 83Q: 3 clusters Score -6672524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 158245 members 
Entering Unmasked Estep 
Score: -6672522.000000 Penalty: 1090.899780
	Iteration 84Q: 3 clusters Score -6672522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 158245 members 
Entering Unmasked Estep 
Score: -6672522.000000 Penalty: 1090.899780
	Iteration 85F: 3 clusters Score -6672522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Entering Unmasked Estep 
Score: -509268.343750 Penalty: 431.245422
	Iteration 0F: 2 clusters Score -509268.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -500686.562500 Penalty: 862.490845
	Iteration 0F: 3 clusters Score -500686.6 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -504223.468750 Penalty: 862.490845
	Iteration 1F: 3 clusters Score -504223.5 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -504652.218750 Penalty: 862.490845
	Iteration 2F: 3 clusters Score -504652.2 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -505171.343750 Penalty: 862.490845
	Iteration 3F: 3 clusters Score -505171.3 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -505804.406250 Penalty: 862.490845
	Iteration 4F: 3 clusters Score -505804.4 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -506535.093750 Penalty: 862.490845
	Iteration 5F: 3 clusters Score -506535.1 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -507061.281250 Penalty: 862.490845
	Iteration 6F: 3 clusters Score -507061.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -507322.968750 Penalty: 862.490845
	Iteration 7Q: 3 clusters Score -507323 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -507462.437500 Penalty: 862.490845
	Iteration 8Q: 3 clusters Score -507462.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -507578.750000 Penalty: 862.490845
	Iteration 9Q: 3 clusters Score -507578.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -507674.781250 Penalty: 862.490845
	Iteration 10Q: 3 clusters Score -507674.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -507786.750000 Penalty: 862.490845
	Iteration 11Q: 3 clusters Score -507786.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -507893.281250 Penalty: 862.490845
	Iteration 12Q: 3 clusters Score -507893.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -507979.718750 Penalty: 862.490845
	Iteration 13Q: 3 clusters Score -507979.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -508045.312500 Penalty: 862.490845
	Iteration 14Q: 3 clusters Score -508045.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -508084.125000 Penalty: 862.490845
	Iteration 15Q: 3 clusters Score -508084.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -508112.000000 Penalty: 862.490845
	Iteration 16Q: 3 clusters Score -508112 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -508125.656250 Penalty: 862.490845
	Iteration 17Q: 3 clusters Score -508125.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -508139.031250 Penalty: 862.490845
	Iteration 18Q: 3 clusters Score -508139 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -508151.968750 Penalty: 862.490845
	Iteration 19Q: 3 clusters Score -508152 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -508161.093750 Penalty: 862.490845
	Iteration 20F: 3 clusters Score -508161.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -508165.843750 Penalty: 862.490845
	Iteration 21Q: 3 clusters Score -508165.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -508168.187500 Penalty: 862.490845
	Iteration 22Q: 3 clusters Score -508168.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -508170.593750 Penalty: 862.490845
	Iteration 23Q: 3 clusters Score -508170.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -508170.687500 Penalty: 862.490845
	Iteration 24Q: 3 clusters Score -508170.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -508171.250000 Penalty: 862.490845
	Iteration 25Q: 3 clusters Score -508171.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -508172.562500 Penalty: 862.490845
	Iteration 26Q: 3 clusters Score -508172.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -508175.000000 Penalty: 862.490845
	Iteration 27Q: 3 clusters Score -508175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -508175.531250 Penalty: 862.490845
	Iteration 28Q: 3 clusters Score -508175.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -508176.500000 Penalty: 862.490845
	Iteration 29Q: 3 clusters Score -508176.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -508177.531250 Penalty: 862.490845
	Iteration 30Q: 3 clusters Score -508177.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -508179.718750 Penalty: 862.490845
	Iteration 31Q: 3 clusters Score -508179.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -508179.937500 Penalty: 862.490845
	Iteration 32Q: 3 clusters Score -508179.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -508180.343750 Penalty: 862.490845
	Iteration 33Q: 3 clusters Score -508180.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -508180.468750 Penalty: 862.490845
	Iteration 34Q: 3 clusters Score -508180.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -508181.218750 Penalty: 862.490845
	Iteration 35Q: 3 clusters Score -508181.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -508181.781250 Penalty: 862.490845
	Iteration 36Q: 3 clusters Score -508181.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -508183.125000 Penalty: 862.490845
	Iteration 37Q: 3 clusters Score -508183.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -508184.375000 Penalty: 862.490845
	Iteration 38Q: 3 clusters Score -508184.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -508185.187500 Penalty: 862.490845
	Iteration 39Q: 3 clusters Score -508185.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -508184.843750 Penalty: 862.490845
	Iteration 40F: 3 clusters Score -508184.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -508185.593750 Penalty: 862.490845
	Iteration 41Q: 3 clusters Score -508185.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -508186.000000 Penalty: 862.490845
	Iteration 42Q: 3 clusters Score -508186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -508186.593750 Penalty: 862.490845
	Iteration 43Q: 3 clusters Score -508186.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -508187.125000 Penalty: 862.490845
	Iteration 44Q: 3 clusters Score -508187.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -508189.687500 Penalty: 862.490845
	Iteration 45Q: 3 clusters Score -508189.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -508188.812500 Penalty: 862.490845
	Iteration 46Q: 3 clusters Score -508188.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -508189.875000 Penalty: 862.490845
	Iteration 47Q: 3 clusters Score -508189.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -508189.812500 Penalty: 862.490845
	Iteration 48Q: 3 clusters Score -508189.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -508189.750000 Penalty: 862.490845
	Iteration 49Q: 3 clusters Score -508189.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -508191.281250 Penalty: 862.490845
	Iteration 50Q: 3 clusters Score -508191.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -508189.968750 Penalty: 862.490845
	Iteration 51Q: 3 clusters Score -508190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -508189.468750 Penalty: 862.490845
	Iteration 52Q: 3 clusters Score -508189.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -508190.218750 Penalty: 862.490845
	Iteration 53Q: 3 clusters Score -508190.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -508190.593750 Penalty: 862.490845
	Iteration 54Q: 3 clusters Score -508190.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -508191.031250 Penalty: 862.490845
	Iteration 55Q: 3 clusters Score -508191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -508192.281250 Penalty: 862.490845
	Iteration 56Q: 3 clusters Score -508192.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -508191.750000 Penalty: 862.490845
	Iteration 57Q: 3 clusters Score -508191.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -508190.500000 Penalty: 862.490845
	Iteration 58Q: 3 clusters Score -508190.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -508190.218750 Penalty: 862.490845
	Iteration 59Q: 3 clusters Score -508190.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -508190.906250 Penalty: 862.490845
	Iteration 60F: 3 clusters Score -508190.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Entering Unmasked Estep 
Score: -135251.234375 Penalty: 368.832672
	Iteration 0F: 2 clusters Score -135251.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -132925.890625 Penalty: 737.665344
	Iteration 0F: 3 clusters Score -132925.9 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -133699.765625 Penalty: 737.665344
	Iteration 1F: 3 clusters Score -133699.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -133776.984375 Penalty: 737.665344
	Iteration 2F: 3 clusters Score -133777 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -133871.703125 Penalty: 737.665344
	Iteration 3F: 3 clusters Score -133871.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -133995.546875 Penalty: 737.665344
	Iteration 4F: 3 clusters Score -133995.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -134153.546875 Penalty: 737.665344
	Iteration 5F: 3 clusters Score -134153.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -134322.015625 Penalty: 737.665344
	Iteration 6F: 3 clusters Score -134322 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -134468.109375 Penalty: 737.665344
	Iteration 7F: 3 clusters Score -134468.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -134614.718750 Penalty: 737.665344
	Iteration 8Q: 3 clusters Score -134614.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -134748.890625 Penalty: 737.665344
	Iteration 9Q: 3 clusters Score -134748.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -134823.421875 Penalty: 737.665344
	Iteration 10Q: 3 clusters Score -134823.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -134861.328125 Penalty: 737.665344
	Iteration 11Q: 3 clusters Score -134861.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -134890.921875 Penalty: 737.665344
	Iteration 12Q: 3 clusters Score -134890.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -134905.265625 Penalty: 737.665344
	Iteration 13Q: 3 clusters Score -134905.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -134909.593750 Penalty: 737.665344
	Iteration 14Q: 3 clusters Score -134909.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -134910.968750 Penalty: 737.665344
	Iteration 15Q: 3 clusters Score -134911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -134910.968750 Penalty: 737.665344
	Iteration 16F: 3 clusters Score -134911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Entering Unmasked Estep 
Score: -295506.875000 Penalty: 405.290222
	Iteration 0F: 2 clusters Score -295506.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -290565.968750 Penalty: 810.580444
	Iteration 0F: 3 clusters Score -290566 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -292636.968750 Penalty: 810.580444
	Iteration 1F: 3 clusters Score -292637 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -292843.468750 Penalty: 810.580444
	Iteration 2F: 3 clusters Score -292843.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -293069.156250 Penalty: 810.580444
	Iteration 3F: 3 clusters Score -293069.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -293318.687500 Penalty: 810.580444
	Iteration 4F: 3 clusters Score -293318.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -293628.343750 Penalty: 810.580444
	Iteration 5F: 3 clusters Score -293628.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -293959.687500 Penalty: 810.580444
	Iteration 6F: 3 clusters Score -293959.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -294338.562500 Penalty: 810.580444
	Iteration 7F: 3 clusters Score -294338.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -294699.062500 Penalty: 810.580444
	Iteration 8F: 3 clusters Score -294699.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -294937.062500 Penalty: 810.580444
	Iteration 9Q: 3 clusters Score -294937.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -295051.406250 Penalty: 810.580444
	Iteration 10Q: 3 clusters Score -295051.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -295107.593750 Penalty: 810.580444
	Iteration 11Q: 3 clusters Score -295107.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -295130.406250 Penalty: 810.580444
	Iteration 12Q: 3 clusters Score -295130.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -295143.937500 Penalty: 810.580444
	Iteration 13Q: 3 clusters Score -295143.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -295146.062500 Penalty: 810.580444
	Iteration 14Q: 3 clusters Score -295146.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -295148.656250 Penalty: 810.580444
	Iteration 15Q: 3 clusters Score -295148.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -295149.468750 Penalty: 810.580444
	Iteration 16Q: 3 clusters Score -295149.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -295151.062500 Penalty: 810.580444
	Iteration 17Q: 3 clusters Score -295151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -295153.812500 Penalty: 810.580444
	Iteration 18Q: 3 clusters Score -295153.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -295158.937500 Penalty: 810.580444
	Iteration 19Q: 3 clusters Score -295158.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -295162.000000 Penalty: 810.580444
	Iteration 20F: 3 clusters Score -295162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -295165.531250 Penalty: 810.580444
	Iteration 21Q: 3 clusters Score -295165.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -295167.187500 Penalty: 810.580444
	Iteration 22Q: 3 clusters Score -295167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -295169.156250 Penalty: 810.580444
	Iteration 23Q: 3 clusters Score -295169.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -295172.875000 Penalty: 810.580444
	Iteration 24Q: 3 clusters Score -295172.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -295173.718750 Penalty: 810.580444
	Iteration 25Q: 3 clusters Score -295173.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -295173.718750 Penalty: 810.580444
	Iteration 26F: 3 clusters Score -295173.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Entering Unmasked Estep 
Score: -174176.468750 Penalty: 381.591614
	Iteration 0F: 2 clusters Score -174176.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -171275.671875 Penalty: 763.183228
	Iteration 0F: 3 clusters Score -171275.7 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -172317.968750 Penalty: 763.183228
	Iteration 1F: 3 clusters Score -172318 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -172498.546875 Penalty: 763.183228
	Iteration 2F: 3 clusters Score -172498.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -172699.281250 Penalty: 763.183228
	Iteration 3F: 3 clusters Score -172699.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -172885.234375 Penalty: 763.183228
	Iteration 4F: 3 clusters Score -172885.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -173097.125000 Penalty: 763.183228
	Iteration 5F: 3 clusters Score -173097.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -173283.187500 Penalty: 763.183228
	Iteration 6F: 3 clusters Score -173283.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -173389.437500 Penalty: 763.183228
	Iteration 7Q: 3 clusters Score -173389.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -173475.656250 Penalty: 763.183228
	Iteration 8Q: 3 clusters Score -173475.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -173538.296875 Penalty: 763.183228
	Iteration 9Q: 3 clusters Score -173538.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -173574.734375 Penalty: 763.183228
	Iteration 10Q: 3 clusters Score -173574.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -173612.296875 Penalty: 763.183228
	Iteration 11Q: 3 clusters Score -173612.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -173648.750000 Penalty: 763.183228
	Iteration 12Q: 3 clusters Score -173648.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -173685.015625 Penalty: 763.183228
	Iteration 13Q: 3 clusters Score -173685 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -173716.109375 Penalty: 763.183228
	Iteration 14Q: 3 clusters Score -173716.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -173750.046875 Penalty: 763.183228
	Iteration 15Q: 3 clusters Score -173750 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -173798.187500 Penalty: 763.183228
	Iteration 16Q: 3 clusters Score -173798.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -173860.312500 Penalty: 763.183228
	Iteration 17Q: 3 clusters Score -173860.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -173922.906250 Penalty: 763.183228
	Iteration 18Q: 3 clusters Score -173922.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -173966.984375 Penalty: 763.183228
	Iteration 19Q: 3 clusters Score -173967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -173986.796875 Penalty: 763.183228
	Iteration 20F: 3 clusters Score -173986.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -173998.828125 Penalty: 763.183228
	Iteration 21Q: 3 clusters Score -173998.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -174005.281250 Penalty: 763.183228
	Iteration 22Q: 3 clusters Score -174005.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -174010.875000 Penalty: 763.183228
	Iteration 23Q: 3 clusters Score -174010.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -174012.921875 Penalty: 763.183228
	Iteration 24Q: 3 clusters Score -174012.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -174014.656250 Penalty: 763.183228
	Iteration 25Q: 3 clusters Score -174014.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -174016.578125 Penalty: 763.183228
	Iteration 26Q: 3 clusters Score -174016.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -174017.718750 Penalty: 763.183228
	Iteration 27Q: 3 clusters Score -174017.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -174018.312500 Penalty: 763.183228
	Iteration 28Q: 3 clusters Score -174018.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -174018.484375 Penalty: 763.183228
	Iteration 29Q: 3 clusters Score -174018.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -174018.484375 Penalty: 763.183228
	Iteration 30F: 3 clusters Score -174018.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Entering Unmasked Estep 
Score: -138875.125000 Penalty: 372.064178
	Iteration 0F: 2 clusters Score -138875.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -136488.109375 Penalty: 744.128357
	Iteration 0F: 3 clusters Score -136488.1 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -137340.281250 Penalty: 744.128357
	Iteration 1F: 3 clusters Score -137340.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -137465.046875 Penalty: 744.128357
	Iteration 2F: 3 clusters Score -137465 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -137624.468750 Penalty: 744.128357
	Iteration 3F: 3 clusters Score -137624.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -137832.734375 Penalty: 744.128357
	Iteration 4F: 3 clusters Score -137832.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -138032.546875 Penalty: 744.128357
	Iteration 5F: 3 clusters Score -138032.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -138189.953125 Penalty: 744.128357
	Iteration 6F: 3 clusters Score -138190 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -138313.531250 Penalty: 744.128357
	Iteration 7Q: 3 clusters Score -138313.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -138397.609375 Penalty: 744.128357
	Iteration 8Q: 3 clusters Score -138397.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -138453.812500 Penalty: 744.128357
	Iteration 9Q: 3 clusters Score -138453.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -138493.140625 Penalty: 744.128357
	Iteration 10Q: 3 clusters Score -138493.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -138517.203125 Penalty: 744.128357
	Iteration 11Q: 3 clusters Score -138517.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -138529.375000 Penalty: 744.128357
	Iteration 12Q: 3 clusters Score -138529.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -138534.390625 Penalty: 744.128357
	Iteration 13Q: 3 clusters Score -138534.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -138538.562500 Penalty: 744.128357
	Iteration 14Q: 3 clusters Score -138538.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -138541.703125 Penalty: 744.128357
	Iteration 15Q: 3 clusters Score -138541.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -138544.390625 Penalty: 744.128357
	Iteration 16Q: 3 clusters Score -138544.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -138549.187500 Penalty: 744.128357
	Iteration 17Q: 3 clusters Score -138549.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -138550.031250 Penalty: 744.128357
	Iteration 18Q: 3 clusters Score -138550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -138550.656250 Penalty: 744.128357
	Iteration 19Q: 3 clusters Score -138550.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -138551.156250 Penalty: 744.128357
	Iteration 20F: 3 clusters Score -138551.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Entering Unmasked Estep 
Score: -247250.875000 Penalty: 395.843079
	Iteration 0F: 2 clusters Score -247250.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -243313.703125 Penalty: 791.686157
	Iteration 0F: 3 clusters Score -243313.7 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -244945.421875 Penalty: 791.686157
	Iteration 1F: 3 clusters Score -244945.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -245204.000000 Penalty: 791.686157
	Iteration 2F: 3 clusters Score -245204 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -245554.671875 Penalty: 791.686157
	Iteration 3F: 3 clusters Score -245554.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -245978.718750 Penalty: 791.686157
	Iteration 4F: 3 clusters Score -245978.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -246342.828125 Penalty: 791.686157
	Iteration 5F: 3 clusters Score -246342.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -246569.843750 Penalty: 791.686157
	Iteration 6Q: 3 clusters Score -246569.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -246693.406250 Penalty: 791.686157
	Iteration 7Q: 3 clusters Score -246693.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -246770.218750 Penalty: 791.686157
	Iteration 8Q: 3 clusters Score -246770.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -246816.390625 Penalty: 791.686157
	Iteration 9Q: 3 clusters Score -246816.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -246847.390625 Penalty: 791.686157
	Iteration 10Q: 3 clusters Score -246847.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -246872.421875 Penalty: 791.686157
	Iteration 11Q: 3 clusters Score -246872.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -246892.750000 Penalty: 791.686157
	Iteration 12Q: 3 clusters Score -246892.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -246908.812500 Penalty: 791.686157
	Iteration 13Q: 3 clusters Score -246908.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -246919.296875 Penalty: 791.686157
	Iteration 14Q: 3 clusters Score -246919.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -246923.984375 Penalty: 791.686157
	Iteration 15Q: 3 clusters Score -246924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -246928.140625 Penalty: 791.686157
	Iteration 16Q: 3 clusters Score -246928.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -246930.718750 Penalty: 791.686157
	Iteration 17Q: 3 clusters Score -246930.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -246934.921875 Penalty: 791.686157
	Iteration 18Q: 3 clusters Score -246934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -246936.312500 Penalty: 791.686157
	Iteration 19Q: 3 clusters Score -246936.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -246937.890625 Penalty: 791.686157
	Iteration 20F: 3 clusters Score -246937.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -246938.656250 Penalty: 791.686157
	Iteration 21Q: 3 clusters Score -246938.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -246938.578125 Penalty: 791.686157
	Iteration 22Q: 3 clusters Score -246938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -246939.062500 Penalty: 791.686157
	Iteration 23Q: 3 clusters Score -246939.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -246939.062500 Penalty: 791.686157
	Iteration 24F: 3 clusters Score -246939.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Entering Unmasked Estep 
Score: -248835.046875 Penalty: 398.011749
	Iteration 0F: 2 clusters Score -248835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -244686.546875 Penalty: 796.023499
	Iteration 0F: 3 clusters Score -244686.5 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -246317.875000 Penalty: 796.023499
	Iteration 1F: 3 clusters Score -246317.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -246680.000000 Penalty: 796.023499
	Iteration 2F: 3 clusters Score -246680 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -247005.125000 Penalty: 796.023499
	Iteration 3F: 3 clusters Score -247005.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -247284.687500 Penalty: 796.023499
	Iteration 4F: 3 clusters Score -247284.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -247556.953125 Penalty: 796.023499
	Iteration 5F: 3 clusters Score -247557 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -247772.750000 Penalty: 796.023499
	Iteration 6F: 3 clusters Score -247772.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -247927.421875 Penalty: 796.023499
	Iteration 7Q: 3 clusters Score -247927.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -248046.250000 Penalty: 796.023499
	Iteration 8Q: 3 clusters Score -248046.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -248134.078125 Penalty: 796.023499
	Iteration 9Q: 3 clusters Score -248134.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -248203.281250 Penalty: 796.023499
	Iteration 10Q: 3 clusters Score -248203.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -248280.312500 Penalty: 796.023499
	Iteration 11Q: 3 clusters Score -248280.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -248346.484375 Penalty: 796.023499
	Iteration 12Q: 3 clusters Score -248346.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -248419.984375 Penalty: 796.023499
	Iteration 13Q: 3 clusters Score -248420 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -248501.328125 Penalty: 796.023499
	Iteration 14Q: 3 clusters Score -248501.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -248575.843750 Penalty: 796.023499
	Iteration 15Q: 3 clusters Score -248575.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -248635.531250 Penalty: 796.023499
	Iteration 16Q: 3 clusters Score -248635.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -248678.656250 Penalty: 796.023499
	Iteration 17Q: 3 clusters Score -248678.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -248702.484375 Penalty: 796.023499
	Iteration 18Q: 3 clusters Score -248702.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -248718.250000 Penalty: 796.023499
	Iteration 19Q: 3 clusters Score -248718.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -248728.562500 Penalty: 796.023499
	Iteration 20F: 3 clusters Score -248728.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -248738.078125 Penalty: 796.023499
	Iteration 21Q: 3 clusters Score -248738.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -248741.171875 Penalty: 796.023499
	Iteration 22Q: 3 clusters Score -248741.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -248744.031250 Penalty: 796.023499
	Iteration 23Q: 3 clusters Score -248744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -248745.890625 Penalty: 796.023499
	Iteration 24Q: 3 clusters Score -248745.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -248747.656250 Penalty: 796.023499
	Iteration 25Q: 3 clusters Score -248747.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -248750.140625 Penalty: 796.023499
	Iteration 26Q: 3 clusters Score -248750.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -248753.171875 Penalty: 796.023499
	Iteration 27Q: 3 clusters Score -248753.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -248753.859375 Penalty: 796.023499
	Iteration 28Q: 3 clusters Score -248753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -248755.015625 Penalty: 796.023499
	Iteration 29Q: 3 clusters Score -248755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -248755.468750 Penalty: 796.023499
	Iteration 30Q: 3 clusters Score -248755.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -248755.906250 Penalty: 796.023499
	Iteration 31Q: 3 clusters Score -248755.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -248755.812500 Penalty: 796.023499
	Iteration 32Q: 3 clusters Score -248755.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -248755.812500 Penalty: 796.023499
	Iteration 33F: 3 clusters Score -248755.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Entering Unmasked Estep 
Score: -1084561.625000 Penalty: 463.491852
	Iteration 0F: 2 clusters Score -1084562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1066928.500000 Penalty: 926.983704
	Iteration 0F: 3 clusters Score -1066928 nChanged 12695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1074761.375000 Penalty: 926.983704
	Iteration 1F: 3 clusters Score -1074761 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1075738.625000 Penalty: 926.983704
	Iteration 2F: 3 clusters Score -1075739 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1076970.125000 Penalty: 926.983704
	Iteration 3F: 3 clusters Score -1076970 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1078224.875000 Penalty: 926.983704
	Iteration 4F: 3 clusters Score -1078225 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1079240.250000 Penalty: 926.983704
	Iteration 5F: 3 clusters Score -1079240 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1079783.250000 Penalty: 926.983704
	Iteration 6Q: 3 clusters Score -1079783 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1079985.375000 Penalty: 926.983704
	Iteration 7Q: 3 clusters Score -1079985 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1080063.125000 Penalty: 926.983704
	Iteration 8Q: 3 clusters Score -1080063 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1080112.875000 Penalty: 926.983704
	Iteration 9Q: 3 clusters Score -1080113 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1080156.375000 Penalty: 926.983704
	Iteration 10Q: 3 clusters Score -1080156 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1080194.500000 Penalty: 926.983704
	Iteration 11Q: 3 clusters Score -1080194 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1080232.125000 Penalty: 926.983704
	Iteration 12Q: 3 clusters Score -1080232 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1080265.250000 Penalty: 926.983704
	Iteration 13Q: 3 clusters Score -1080265 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1080297.625000 Penalty: 926.983704
	Iteration 14Q: 3 clusters Score -1080298 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1080330.375000 Penalty: 926.983704
	Iteration 15Q: 3 clusters Score -1080330 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1080367.875000 Penalty: 926.983704
	Iteration 16Q: 3 clusters Score -1080368 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1080390.875000 Penalty: 926.983704
	Iteration 17Q: 3 clusters Score -1080391 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1080440.000000 Penalty: 926.983704
	Iteration 18Q: 3 clusters Score -1080440 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1080481.875000 Penalty: 926.983704
	Iteration 19Q: 3 clusters Score -1080482 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1080519.375000 Penalty: 926.983704
	Iteration 20F: 3 clusters Score -1080519 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1080561.875000 Penalty: 926.983704
	Iteration 21Q: 3 clusters Score -1080562 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -1080619.625000 Penalty: 926.983704
	Iteration 22Q: 3 clusters Score -1080620 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1080666.875000 Penalty: 926.983704
	Iteration 23Q: 3 clusters Score -1080667 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -1080735.375000 Penalty: 926.983704
	Iteration 24Q: 3 clusters Score -1080735 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -1080816.875000 Penalty: 926.983704
	Iteration 25Q: 3 clusters Score -1080817 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1080891.750000 Penalty: 926.983704
	Iteration 26Q: 3 clusters Score -1080892 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -1080983.125000 Penalty: 926.983704
	Iteration 27Q: 3 clusters Score -1080983 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -1081087.500000 Penalty: 926.983704
	Iteration 28Q: 3 clusters Score -1081088 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -1081212.000000 Penalty: 926.983704
	Iteration 29Q: 3 clusters Score -1081212 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -1081336.625000 Penalty: 926.983704
	Iteration 30Q: 3 clusters Score -1081337 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -1081495.750000 Penalty: 926.983704
	Iteration 31Q: 3 clusters Score -1081496 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -1081660.625000 Penalty: 926.983704
	Iteration 32Q: 3 clusters Score -1081661 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -1081832.250000 Penalty: 926.983704
	Iteration 33Q: 3 clusters Score -1081832 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -1082018.000000 Penalty: 926.983704
	Iteration 34Q: 3 clusters Score -1082018 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -1082188.875000 Penalty: 926.983704
	Iteration 35Q: 3 clusters Score -1082189 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -1082373.000000 Penalty: 926.983704
	Iteration 36Q: 3 clusters Score -1082373 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -1082570.375000 Penalty: 926.983704
	Iteration 37Q: 3 clusters Score -1082570 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -1082763.500000 Penalty: 926.983704
	Iteration 38Q: 3 clusters Score -1082764 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -1082927.125000 Penalty: 926.983704
	Iteration 39Q: 3 clusters Score -1082927 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -1083071.625000 Penalty: 926.983704
	Iteration 40F: 3 clusters Score -1083072 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -1083224.000000 Penalty: 926.983704
	Iteration 41Q: 3 clusters Score -1083224 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -1083365.500000 Penalty: 926.983704
	Iteration 42Q: 3 clusters Score -1083366 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -1083487.500000 Penalty: 926.983704
	Iteration 43Q: 3 clusters Score -1083488 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -1083587.625000 Penalty: 926.983704
	Iteration 44Q: 3 clusters Score -1083588 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -1083672.375000 Penalty: 926.983704
	Iteration 45Q: 3 clusters Score -1083672 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -1083745.125000 Penalty: 926.983704
	Iteration 46Q: 3 clusters Score -1083745 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -1083810.625000 Penalty: 926.983704
	Iteration 47Q: 3 clusters Score -1083811 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -1083864.000000 Penalty: 926.983704
	Iteration 48Q: 3 clusters Score -1083864 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -1083896.500000 Penalty: 926.983704
	Iteration 49Q: 3 clusters Score -1083896 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -1083920.000000 Penalty: 926.983704
	Iteration 50Q: 3 clusters Score -1083920 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -1083948.875000 Penalty: 926.983704
	Iteration 51Q: 3 clusters Score -1083949 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -1083969.500000 Penalty: 926.983704
	Iteration 52Q: 3 clusters Score -1083970 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -1083981.625000 Penalty: 926.983704
	Iteration 53Q: 3 clusters Score -1083982 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -1084000.625000 Penalty: 926.983704
	Iteration 54Q: 3 clusters Score -1084001 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -1084017.500000 Penalty: 926.983704
	Iteration 55Q: 3 clusters Score -1084018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -1084031.125000 Penalty: 926.983704
	Iteration 56Q: 3 clusters Score -1084031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -1084043.875000 Penalty: 926.983704
	Iteration 57Q: 3 clusters Score -1084044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -1084054.500000 Penalty: 926.983704
	Iteration 58Q: 3 clusters Score -1084054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -1084065.500000 Penalty: 926.983704
	Iteration 59Q: 3 clusters Score -1084066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -1084081.125000 Penalty: 926.983704
	Iteration 60F: 3 clusters Score -1084081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -1084092.250000 Penalty: 926.983704
	Iteration 61Q: 3 clusters Score -1084092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -1084102.000000 Penalty: 926.983704
	Iteration 62Q: 3 clusters Score -1084102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -1084111.750000 Penalty: 926.983704
	Iteration 63Q: 3 clusters Score -1084112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -1084118.625000 Penalty: 926.983704
	Iteration 64Q: 3 clusters Score -1084119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -1084120.750000 Penalty: 926.983704
	Iteration 65Q: 3 clusters Score -1084121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -1084126.250000 Penalty: 926.983704
	Iteration 66Q: 3 clusters Score -1084126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -1084131.125000 Penalty: 926.983704
	Iteration 67Q: 3 clusters Score -1084131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -1084132.625000 Penalty: 926.983704
	Iteration 68Q: 3 clusters Score -1084133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -1084137.375000 Penalty: 926.983704
	Iteration 69Q: 3 clusters Score -1084137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -1084148.500000 Penalty: 926.983704
	Iteration 70Q: 3 clusters Score -1084148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -1084153.625000 Penalty: 926.983704
	Iteration 71Q: 3 clusters Score -1084154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -1084160.625000 Penalty: 926.983704
	Iteration 72Q: 3 clusters Score -1084161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -1084163.750000 Penalty: 926.983704
	Iteration 73Q: 3 clusters Score -1084164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -1084170.500000 Penalty: 926.983704
	Iteration 74Q: 3 clusters Score -1084170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -1084175.125000 Penalty: 926.983704
	Iteration 75Q: 3 clusters Score -1084175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -1084175.250000 Penalty: 926.983704
	Iteration 76Q: 3 clusters Score -1084175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -1084175.625000 Penalty: 926.983704
	Iteration 77Q: 3 clusters Score -1084176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -1084175.625000 Penalty: 926.983704
	Iteration 78F: 3 clusters Score -1084176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Entering Unmasked Estep 
Score: -100996.218750 Penalty: 354.926056
	Iteration 0F: 2 clusters Score -100996.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -99275.757812 Penalty: 709.852112
	Iteration 0F: 3 clusters Score -99275.76 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -99835.921875 Penalty: 709.852112
	Iteration 1F: 3 clusters Score -99835.92 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -99932.421875 Penalty: 709.852112
	Iteration 2F: 3 clusters Score -99932.42 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -100041.945312 Penalty: 709.852112
	Iteration 3F: 3 clusters Score -100041.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -100160.476562 Penalty: 709.852112
	Iteration 4F: 3 clusters Score -100160.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -100278.992188 Penalty: 709.852112
	Iteration 5F: 3 clusters Score -100279 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -100395.875000 Penalty: 709.852112
	Iteration 6F: 3 clusters Score -100395.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -100483.109375 Penalty: 709.852112
	Iteration 7Q: 3 clusters Score -100483.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -100542.210938 Penalty: 709.852112
	Iteration 8Q: 3 clusters Score -100542.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -100583.250000 Penalty: 709.852112
	Iteration 9Q: 3 clusters Score -100583.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -100603.156250 Penalty: 709.852112
	Iteration 10Q: 3 clusters Score -100603.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -100619.117188 Penalty: 709.852112
	Iteration 11Q: 3 clusters Score -100619.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -100641.523438 Penalty: 709.852112
	Iteration 12Q: 3 clusters Score -100641.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -100669.640625 Penalty: 709.852112
	Iteration 13Q: 3 clusters Score -100669.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -100694.671875 Penalty: 709.852112
	Iteration 14Q: 3 clusters Score -100694.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -100738.507812 Penalty: 709.852112
	Iteration 15Q: 3 clusters Score -100738.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -100804.093750 Penalty: 709.852112
	Iteration 16Q: 3 clusters Score -100804.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -100868.281250 Penalty: 709.852112
	Iteration 17Q: 3 clusters Score -100868.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -100910.546875 Penalty: 709.852112
	Iteration 18Q: 3 clusters Score -100910.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -100933.296875 Penalty: 709.852112
	Iteration 19Q: 3 clusters Score -100933.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -100945.859375 Penalty: 709.852112
	Iteration 20F: 3 clusters Score -100945.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -100953.382812 Penalty: 709.852112
	Iteration 21Q: 3 clusters Score -100953.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -100958.289062 Penalty: 709.852112
	Iteration 22Q: 3 clusters Score -100958.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -100959.632812 Penalty: 709.852112
	Iteration 23Q: 3 clusters Score -100959.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -100959.898438 Penalty: 709.852112
	Iteration 24Q: 3 clusters Score -100959.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -100960.023438 Penalty: 709.852112
	Iteration 25Q: 3 clusters Score -100960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -100960.773438 Penalty: 709.852112
	Iteration 26Q: 3 clusters Score -100960.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -100961.093750 Penalty: 709.852112
	Iteration 27Q: 3 clusters Score -100961.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -100961.117188 Penalty: 709.852112
	Iteration 28Q: 3 clusters Score -100961.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -100961.617188 Penalty: 709.852112
	Iteration 29Q: 3 clusters Score -100961.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -100963.617188 Penalty: 709.852112
	Iteration 30Q: 3 clusters Score -100963.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -100965.156250 Penalty: 709.852112
	Iteration 31Q: 3 clusters Score -100965.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -100967.164062 Penalty: 709.852112
	Iteration 32Q: 3 clusters Score -100967.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -100967.679688 Penalty: 709.852112
	Iteration 33Q: 3 clusters Score -100967.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -100968.257812 Penalty: 709.852112
	Iteration 34Q: 3 clusters Score -100968.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -100968.890625 Penalty: 709.852112
	Iteration 35Q: 3 clusters Score -100968.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -100969.695312 Penalty: 709.852112
	Iteration 36Q: 3 clusters Score -100969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -100969.945312 Penalty: 709.852112
	Iteration 37Q: 3 clusters Score -100969.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -100969.945312 Penalty: 709.852112
	Iteration 38F: 3 clusters Score -100969.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Entering Unmasked Estep 
Score: -284817.406250 Penalty: 404.576294
	Iteration 0F: 2 clusters Score -284817.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -279908.968750 Penalty: 809.152588
	Iteration 0F: 3 clusters Score -279909 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -282039.875000 Penalty: 809.152588
	Iteration 1F: 3 clusters Score -282039.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -282348.937500 Penalty: 809.152588
	Iteration 2F: 3 clusters Score -282348.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -282709.687500 Penalty: 809.152588
	Iteration 3F: 3 clusters Score -282709.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -283114.500000 Penalty: 809.152588
	Iteration 4F: 3 clusters Score -283114.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -283485.687500 Penalty: 809.152588
	Iteration 5F: 3 clusters Score -283485.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -283711.968750 Penalty: 809.152588
	Iteration 6F: 3 clusters Score -283712 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -283820.687500 Penalty: 809.152588
	Iteration 7Q: 3 clusters Score -283820.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -283876.625000 Penalty: 809.152588
	Iteration 8Q: 3 clusters Score -283876.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -283908.187500 Penalty: 809.152588
	Iteration 9Q: 3 clusters Score -283908.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -283938.812500 Penalty: 809.152588
	Iteration 10Q: 3 clusters Score -283938.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -283972.500000 Penalty: 809.152588
	Iteration 11Q: 3 clusters Score -283972.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -283997.937500 Penalty: 809.152588
	Iteration 12Q: 3 clusters Score -283997.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -284014.750000 Penalty: 809.152588
	Iteration 13Q: 3 clusters Score -284014.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -284030.562500 Penalty: 809.152588
	Iteration 14Q: 3 clusters Score -284030.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -284050.718750 Penalty: 809.152588
	Iteration 15Q: 3 clusters Score -284050.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -284065.500000 Penalty: 809.152588
	Iteration 16Q: 3 clusters Score -284065.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -284076.843750 Penalty: 809.152588
	Iteration 17Q: 3 clusters Score -284076.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -284086.750000 Penalty: 809.152588
	Iteration 18Q: 3 clusters Score -284086.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -284093.718750 Penalty: 809.152588
	Iteration 19Q: 3 clusters Score -284093.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -284099.031250 Penalty: 809.152588
	Iteration 20F: 3 clusters Score -284099 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -284104.500000 Penalty: 809.152588
	Iteration 21Q: 3 clusters Score -284104.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -284109.343750 Penalty: 809.152588
	Iteration 22Q: 3 clusters Score -284109.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -284112.593750 Penalty: 809.152588
	Iteration 23Q: 3 clusters Score -284112.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -284120.312500 Penalty: 809.152588
	Iteration 24Q: 3 clusters Score -284120.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -284129.156250 Penalty: 809.152588
	Iteration 25Q: 3 clusters Score -284129.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -284136.656250 Penalty: 809.152588
	Iteration 26Q: 3 clusters Score -284136.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -284144.625000 Penalty: 809.152588
	Iteration 27Q: 3 clusters Score -284144.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -284154.156250 Penalty: 809.152588
	Iteration 28Q: 3 clusters Score -284154.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -284165.218750 Penalty: 809.152588
	Iteration 29Q: 3 clusters Score -284165.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -284178.062500 Penalty: 809.152588
	Iteration 30Q: 3 clusters Score -284178.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -284187.062500 Penalty: 809.152588
	Iteration 31Q: 3 clusters Score -284187.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -284198.468750 Penalty: 809.152588
	Iteration 32Q: 3 clusters Score -284198.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -284210.156250 Penalty: 809.152588
	Iteration 33Q: 3 clusters Score -284210.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -284224.875000 Penalty: 809.152588
	Iteration 34Q: 3 clusters Score -284224.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -284234.687500 Penalty: 809.152588
	Iteration 35Q: 3 clusters Score -284234.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -284249.625000 Penalty: 809.152588
	Iteration 36Q: 3 clusters Score -284249.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -284264.968750 Penalty: 809.152588
	Iteration 37Q: 3 clusters Score -284265 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -284276.781250 Penalty: 809.152588
	Iteration 38Q: 3 clusters Score -284276.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -284291.750000 Penalty: 809.152588
	Iteration 39Q: 3 clusters Score -284291.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -284303.531250 Penalty: 809.152588
	Iteration 40F: 3 clusters Score -284303.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -284310.593750 Penalty: 809.152588
	Iteration 41Q: 3 clusters Score -284310.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -284317.343750 Penalty: 809.152588
	Iteration 42Q: 3 clusters Score -284317.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -284321.531250 Penalty: 809.152588
	Iteration 43Q: 3 clusters Score -284321.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -284327.062500 Penalty: 809.152588
	Iteration 44Q: 3 clusters Score -284327.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -284331.468750 Penalty: 809.152588
	Iteration 45Q: 3 clusters Score -284331.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -284336.312500 Penalty: 809.152588
	Iteration 46Q: 3 clusters Score -284336.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -284340.625000 Penalty: 809.152588
	Iteration 47Q: 3 clusters Score -284340.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -284347.375000 Penalty: 809.152588
	Iteration 48Q: 3 clusters Score -284347.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -284354.406250 Penalty: 809.152588
	Iteration 49Q: 3 clusters Score -284354.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -284361.937500 Penalty: 809.152588
	Iteration 50Q: 3 clusters Score -284361.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -284366.843750 Penalty: 809.152588
	Iteration 51Q: 3 clusters Score -284366.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -284371.500000 Penalty: 809.152588
	Iteration 52Q: 3 clusters Score -284371.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -284376.468750 Penalty: 809.152588
	Iteration 53Q: 3 clusters Score -284376.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -284379.593750 Penalty: 809.152588
	Iteration 54Q: 3 clusters Score -284379.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -284383.125000 Penalty: 809.152588
	Iteration 55Q: 3 clusters Score -284383.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -284386.781250 Penalty: 809.152588
	Iteration 56Q: 3 clusters Score -284386.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -284388.031250 Penalty: 809.152588
	Iteration 57Q: 3 clusters Score -284388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -284391.031250 Penalty: 809.152588
	Iteration 58Q: 3 clusters Score -284391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -284391.812500 Penalty: 809.152588
	Iteration 59Q: 3 clusters Score -284391.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -284394.437500 Penalty: 809.152588
	Iteration 60F: 3 clusters Score -284394.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -284395.968750 Penalty: 809.152588
	Iteration 61Q: 3 clusters Score -284396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -284396.718750 Penalty: 809.152588
	Iteration 62Q: 3 clusters Score -284396.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -284397.437500 Penalty: 809.152588
	Iteration 63Q: 3 clusters Score -284397.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -284396.343750 Penalty: 809.152588
	Iteration 64Q: 3 clusters Score -284396.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -284397.062500 Penalty: 809.152588
	Iteration 65Q: 3 clusters Score -284397.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -284397.406250 Penalty: 809.152588
	Iteration 66Q: 3 clusters Score -284397.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -284397.406250 Penalty: 809.152588
	Iteration 67Q: 3 clusters Score -284397.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -284397.218750 Penalty: 809.152588
	Iteration 68Q: 3 clusters Score -284397.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -284397.718750 Penalty: 809.152588
	Iteration 69Q: 3 clusters Score -284397.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -284397.781250 Penalty: 809.152588
	Iteration 70Q: 3 clusters Score -284397.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -284397.781250 Penalty: 809.152588
	Iteration 71F: 3 clusters Score -284397.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (300881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300881 members 
Entering Unmasked Estep 
Score: -12474112.000000 Penalty: 573.958435
	Iteration 0F: 2 clusters Score -1.247411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150604 members 
Mstep: Class 2 contains 150277 members 
Entering Unmasked Estep 
Score: -12269691.000000 Penalty: 1147.916870
	Iteration 0F: 3 clusters Score -1.226969e+07 nChanged 148337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170597 members 
Mstep: Class 2 contains 130284 members 
Entering Unmasked Estep 
Score: -12365536.000000 Penalty: 1147.916870
	Iteration 1F: 3 clusters Score -1.236554e+07 nChanged 16903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182946 members 
Mstep: Class 2 contains 117935 members 
Entering Unmasked Estep 
Score: -12373374.000000 Penalty: 1147.916870
	Iteration 2F: 3 clusters Score -1.237337e+07 nChanged 19584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199058 members 
Mstep: Class 2 contains 101823 members 
Entering Unmasked Estep 
Score: -12384226.000000 Penalty: 1147.916870
	Iteration 3F: 3 clusters Score -1.238423e+07 nChanged 21575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218569 members 
Mstep: Class 2 contains 82312 members 
Entering Unmasked Estep 
Score: -12399119.000000 Penalty: 1147.916870
	Iteration 4F: 3 clusters Score -1.239912e+07 nChanged 22516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240187 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
Score: -12417524.000000 Penalty: 1147.916870
	Iteration 5F: 3 clusters Score -1.241752e+07 nChanged 21392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261343 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -12437677.000000 Penalty: 1147.916870
	Iteration 6F: 3 clusters Score -1.243768e+07 nChanged 17127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278422 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -12454209.000000 Penalty: 1147.916870
	Iteration 7F: 3 clusters Score -1.245421e+07 nChanged 11066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289474 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -12464360.000000 Penalty: 1147.916870
	Iteration 8Q: 3 clusters Score -1.246436e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295407 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -12469560.000000 Penalty: 1147.916870
	Iteration 9Q: 3 clusters Score -1.246956e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298232 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -12471896.000000 Penalty: 1147.916870
	Iteration 10Q: 3 clusters Score -1.24719e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299546 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -12472918.000000 Penalty: 1147.916870
	Iteration 11Q: 3 clusters Score -1.247292e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300119 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -12473388.000000 Penalty: 1147.916870
	Iteration 12Q: 3 clusters Score -1.247339e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300349 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -12473555.000000 Penalty: 1147.916870
	Iteration 13Q: 3 clusters Score -1.247356e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300436 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -12473635.000000 Penalty: 1147.916870
	Iteration 14Q: 3 clusters Score -1.247364e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300472 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -12473689.000000 Penalty: 1147.916870
	Iteration 15Q: 3 clusters Score -1.247369e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300494 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -12473713.000000 Penalty: 1147.916870
	Iteration 16Q: 3 clusters Score -1.247371e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300488 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -12473764.000000 Penalty: 1147.916870
	Iteration 17Q: 3 clusters Score -1.247376e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300478 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12473786.000000 Penalty: 1147.916870
	Iteration 18Q: 3 clusters Score -1.247379e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300465 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -12473833.000000 Penalty: 1147.916870
	Iteration 19Q: 3 clusters Score -1.247383e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300449 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -12473841.000000 Penalty: 1147.916870
	Iteration 20F: 3 clusters Score -1.247384e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300426 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12473884.000000 Penalty: 1147.916870
	Iteration 21Q: 3 clusters Score -1.247388e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300404 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -12473931.000000 Penalty: 1147.916870
	Iteration 22Q: 3 clusters Score -1.247393e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300389 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -12473961.000000 Penalty: 1147.916870
	Iteration 23Q: 3 clusters Score -1.247396e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300367 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -12474004.000000 Penalty: 1147.916870
	Iteration 24Q: 3 clusters Score -1.2474e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300336 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -12474056.000000 Penalty: 1147.916870
	Iteration 25Q: 3 clusters Score -1.247406e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300306 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -12474099.000000 Penalty: 1147.916870
	Iteration 26Q: 3 clusters Score -1.24741e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300279 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -12474113.000000 Penalty: 1147.916870
	Iteration 27Q: 3 clusters Score -1.247411e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300262 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -12474124.000000 Penalty: 1147.916870
	Iteration 28Q: 3 clusters Score -1.247412e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300251 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -12474136.000000 Penalty: 1147.916870
	Iteration 29Q: 3 clusters Score -1.247414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300247 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -12474130.000000 Penalty: 1147.916870
	Iteration 30Q: 3 clusters Score -1.247413e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300246 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -12474144.000000 Penalty: 1147.916870
	Iteration 31Q: 3 clusters Score -1.247414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300245 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -12474149.000000 Penalty: 1147.916870
	Iteration 32Q: 3 clusters Score -1.247415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300250 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -12474156.000000 Penalty: 1147.916870
	Iteration 33Q: 3 clusters Score -1.247416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300250 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -12474156.000000 Penalty: 1147.916870
	Iteration 34Q: 3 clusters Score -1.247416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300248 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -12474165.000000 Penalty: 1147.916870
	Iteration 35Q: 3 clusters Score -1.247416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300250 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -12474170.000000 Penalty: 1147.916870
	Iteration 36Q: 3 clusters Score -1.247417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300252 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -12474166.000000 Penalty: 1147.916870
	Iteration 37Q: 3 clusters Score -1.247417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300255 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -12474169.000000 Penalty: 1147.916870
	Iteration 38Q: 3 clusters Score -1.247417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300257 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -12474168.000000 Penalty: 1147.916870
	Iteration 39Q: 3 clusters Score -1.247417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300258 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -12474191.000000 Penalty: 1147.916870
	Iteration 40F: 3 clusters Score -1.247419e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300240 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -12474194.000000 Penalty: 1147.916870
	Iteration 41Q: 3 clusters Score -1.247419e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300226 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -12474203.000000 Penalty: 1147.916870
	Iteration 42Q: 3 clusters Score -1.24742e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300214 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -12474214.000000 Penalty: 1147.916870
	Iteration 43Q: 3 clusters Score -1.247421e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300199 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -12474220.000000 Penalty: 1147.916870
	Iteration 44Q: 3 clusters Score -1.247422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300187 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12474228.000000 Penalty: 1147.916870
	Iteration 45Q: 3 clusters Score -1.247423e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300171 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -12474228.000000 Penalty: 1147.916870
	Iteration 46Q: 3 clusters Score -1.247423e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300156 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -12474230.000000 Penalty: 1147.916870
	Iteration 47Q: 3 clusters Score -1.247423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300144 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -12474236.000000 Penalty: 1147.916870
	Iteration 48Q: 3 clusters Score -1.247424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300136 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -12474233.000000 Penalty: 1147.916870
	Iteration 49Q: 3 clusters Score -1.247423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300128 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -12474232.000000 Penalty: 1147.916870
	Iteration 50Q: 3 clusters Score -1.247423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300120 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -12474239.000000 Penalty: 1147.916870
	Iteration 51Q: 3 clusters Score -1.247424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300116 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -12474241.000000 Penalty: 1147.916870
	Iteration 52Q: 3 clusters Score -1.247424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300111 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -12474238.000000 Penalty: 1147.916870
	Iteration 53Q: 3 clusters Score -1.247424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300107 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -12474234.000000 Penalty: 1147.916870
	Iteration 54Q: 3 clusters Score -1.247423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300104 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -12474230.000000 Penalty: 1147.916870
	Iteration 55Q: 3 clusters Score -1.247423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300102 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -12474235.000000 Penalty: 1147.916870
	Iteration 56Q: 3 clusters Score -1.247424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300098 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -12474236.000000 Penalty: 1147.916870
	Iteration 57Q: 3 clusters Score -1.247424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300097 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -12474238.000000 Penalty: 1147.916870
	Iteration 58Q: 3 clusters Score -1.247424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300096 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -12474239.000000 Penalty: 1147.916870
	Iteration 59Q: 3 clusters Score -1.247424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300095 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -12474238.000000 Penalty: 1147.916870
	Iteration 60F: 3 clusters Score -1.247424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300092 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -12474245.000000 Penalty: 1147.916870
	Iteration 61Q: 3 clusters Score -1.247424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300089 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12474251.000000 Penalty: 1147.916870
	Iteration 62Q: 3 clusters Score -1.247425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300087 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -12474250.000000 Penalty: 1147.916870
	Iteration 63Q: 3 clusters Score -1.247425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300085 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -12474241.000000 Penalty: 1147.916870
	Iteration 64Q: 3 clusters Score -1.247424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300085 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -12474241.000000 Penalty: 1147.916870
	Iteration 65F: 3 clusters Score -1.247424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 160799 members 
Mstep: Class 5 contains 13068 members 
Mstep: Class 6 contains 3315 members 
Mstep: Class 7 contains 7387 members 
Mstep: Class 8 contains 4388 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 6002 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2442 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 300085 members 
Mstep: Class 16 contains 58747 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 662 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 5601 members 
Mstep: Class 22 contains 15714 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 2132 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 1639 members 
Mstep: Class 27 contains 3900 members 
Mstep: Class 28 contains 3361 members 
Mstep: Class 29 contains 9146 members 
Mstep: Class 30 contains 35026 members 
Mstep: Class 31 contains 3392 members 
Mstep: Class 32 contains 1559 members 
Mstep: Class 33 contains 1004 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 604 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4526 members 
Mstep: Class 38 contains 26016 members 
Mstep: Class 39 contains 796 members 
Entering Unmasked Estep 
Score: -28346600.000000 Penalty: 23957.166016
Splitting cluster 15 changes total score from -28346722.000000 to -28346600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (58747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Entering Unmasked Estep 
Score: -2372472.000000 Penalty: 499.635284
	Iteration 0F: 2 clusters Score -2372472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -2333200.000000 Penalty: 999.270569
	Iteration 0F: 3 clusters Score -2333200 nChanged 28497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -2352592.250000 Penalty: 999.270569
	Iteration 1F: 3 clusters Score -2352592 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2354999.500000 Penalty: 999.270569
	Iteration 2F: 3 clusters Score -2355000 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2357813.500000 Penalty: 999.270569
	Iteration 3F: 3 clusters Score -2357814 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2360718.000000 Penalty: 999.270569
	Iteration 4F: 3 clusters Score -2360718 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2363358.250000 Penalty: 999.270569
	Iteration 5F: 3 clusters Score -2363358 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2365579.250000 Penalty: 999.270569
	Iteration 6Q: 3 clusters Score -2365579 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2367187.750000 Penalty: 999.270569
	Iteration 7Q: 3 clusters Score -2367188 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2368379.250000 Penalty: 999.270569
	Iteration 8Q: 3 clusters Score -2368379 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53514 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2369370.500000 Penalty: 999.270569
	Iteration 9Q: 3 clusters Score -2369370 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2370202.250000 Penalty: 999.270569
	Iteration 10Q: 3 clusters Score -2370202 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2370809.750000 Penalty: 999.270569
	Iteration 11Q: 3 clusters Score -2370810 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2371270.000000 Penalty: 999.270569
	Iteration 12Q: 3 clusters Score -2371270 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2371586.000000 Penalty: 999.270569
	Iteration 13Q: 3 clusters Score -2371586 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57399 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2371790.500000 Penalty: 999.270569
	Iteration 14Q: 3 clusters Score -2371790 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2371953.500000 Penalty: 999.270569
	Iteration 15Q: 3 clusters Score -2371954 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2372057.250000 Penalty: 999.270569
	Iteration 16Q: 3 clusters Score -2372057 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57988 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2372137.750000 Penalty: 999.270569
	Iteration 17Q: 3 clusters Score -2372138 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58063 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2372181.750000 Penalty: 999.270569
	Iteration 18Q: 3 clusters Score -2372182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2372206.500000 Penalty: 999.270569
	Iteration 19Q: 3 clusters Score -2372206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2372240.000000 Penalty: 999.270569
	Iteration 20F: 3 clusters Score -2372240 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58196 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2372266.750000 Penalty: 999.270569
	Iteration 21Q: 3 clusters Score -2372267 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2372290.500000 Penalty: 999.270569
	Iteration 22Q: 3 clusters Score -2372290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58238 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2372300.250000 Penalty: 999.270569
	Iteration 23Q: 3 clusters Score -2372300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2372306.750000 Penalty: 999.270569
	Iteration 24Q: 3 clusters Score -2372307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2372309.750000 Penalty: 999.270569
	Iteration 25Q: 3 clusters Score -2372310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2372315.750000 Penalty: 999.270569
	Iteration 26Q: 3 clusters Score -2372316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2372321.250000 Penalty: 999.270569
	Iteration 27Q: 3 clusters Score -2372321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2372325.000000 Penalty: 999.270569
	Iteration 28Q: 3 clusters Score -2372325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2372330.000000 Penalty: 999.270569
	Iteration 29Q: 3 clusters Score -2372330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58276 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2372335.250000 Penalty: 999.270569
	Iteration 30Q: 3 clusters Score -2372335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2372339.750000 Penalty: 999.270569
	Iteration 31Q: 3 clusters Score -2372340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2372350.000000 Penalty: 999.270569
	Iteration 32Q: 3 clusters Score -2372350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2372357.750000 Penalty: 999.270569
	Iteration 33Q: 3 clusters Score -2372358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2372360.000000 Penalty: 999.270569
	Iteration 34Q: 3 clusters Score -2372360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2372368.500000 Penalty: 999.270569
	Iteration 35Q: 3 clusters Score -2372368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2372365.250000 Penalty: 999.270569
	Iteration 36Q: 3 clusters Score -2372365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2372365.250000 Penalty: 999.270569
	Iteration 37Q: 3 clusters Score -2372365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2372371.250000 Penalty: 999.270569
	Iteration 38Q: 3 clusters Score -2372371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2372368.000000 Penalty: 999.270569
	Iteration 39Q: 3 clusters Score -2372368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58244 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2372371.750000 Penalty: 999.270569
	Iteration 40F: 3 clusters Score -2372372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58238 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2372372.000000 Penalty: 999.270569
	Iteration 41Q: 3 clusters Score -2372372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2372371.250000 Penalty: 999.270569
	Iteration 42Q: 3 clusters Score -2372371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2372373.500000 Penalty: 999.270569
	Iteration 43Q: 3 clusters Score -2372374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2372374.750000 Penalty: 999.270569
	Iteration 44Q: 3 clusters Score -2372375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2372378.500000 Penalty: 999.270569
	Iteration 45Q: 3 clusters Score -2372378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2372377.250000 Penalty: 999.270569
	Iteration 46Q: 3 clusters Score -2372377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2372377.250000 Penalty: 999.270569
	Iteration 47F: 3 clusters Score -2372377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -18440.892578 Penalty: 287.183929
	Iteration 0F: 2 clusters Score -18440.89 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 285 members 
Entering Unmasked Estep 
Score: -17914.333984 Penalty: 574.367859
	Iteration 0F: 3 clusters Score -17914.33 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -18031.650391 Penalty: 574.367859
	Iteration 1F: 3 clusters Score -18031.65 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -18067.775391 Penalty: 574.367859
	Iteration 2F: 3 clusters Score -18067.78 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -18103.748047 Penalty: 574.367859
	Iteration 3F: 3 clusters Score -18103.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -18124.789062 Penalty: 574.367859
	Iteration 4Q: 3 clusters Score -18124.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -18133.380859 Penalty: 574.367859
	Iteration 5Q: 3 clusters Score -18133.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -18142.667969 Penalty: 574.367859
	Iteration 6Q: 3 clusters Score -18142.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -18153.984375 Penalty: 574.367859
	Iteration 7Q: 3 clusters Score -18153.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -18161.927734 Penalty: 574.367859
	Iteration 8Q: 3 clusters Score -18161.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -18169.033203 Penalty: 574.367859
	Iteration 9Q: 3 clusters Score -18169.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -18180.121094 Penalty: 574.367859
	Iteration 10Q: 3 clusters Score -18180.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -18189.031250 Penalty: 574.367859
	Iteration 11Q: 3 clusters Score -18189.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -18197.222656 Penalty: 574.367859
	Iteration 12Q: 3 clusters Score -18197.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -18198.726562 Penalty: 574.367859
	Iteration 13Q: 3 clusters Score -18198.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -18199.888672 Penalty: 574.367859
	Iteration 14Q: 3 clusters Score -18199.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -18204.849609 Penalty: 574.367859
	Iteration 15F: 3 clusters Score -18204.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -18211.365234 Penalty: 574.367859
	Iteration 16Q: 3 clusters Score -18211.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -18217.710938 Penalty: 574.367859
	Iteration 17Q: 3 clusters Score -18217.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -18226.453125 Penalty: 574.367859
	Iteration 18Q: 3 clusters Score -18226.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -18233.560547 Penalty: 574.367859
	Iteration 19Q: 3 clusters Score -18233.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -18244.232422 Penalty: 574.367859
	Iteration 20F: 3 clusters Score -18244.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -18252.609375 Penalty: 574.367859
	Iteration 21Q: 3 clusters Score -18252.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -18264.085938 Penalty: 574.367859
	Iteration 22Q: 3 clusters Score -18264.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -18278.638672 Penalty: 574.367859
	Iteration 23Q: 3 clusters Score -18278.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -18293.994141 Penalty: 574.367859
	Iteration 24Q: 3 clusters Score -18293.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -18315.808594 Penalty: 574.367859
	Iteration 25Q: 3 clusters Score -18315.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -18343.455078 Penalty: 574.367859
	Iteration 26Q: 3 clusters Score -18343.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -18367.908203 Penalty: 574.367859
	Iteration 27Q: 3 clusters Score -18367.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -18384.070312 Penalty: 574.367859
	Iteration 28Q: 3 clusters Score -18384.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -18397.341797 Penalty: 574.367859
	Iteration 29Q: 3 clusters Score -18397.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -18410.666016 Penalty: 574.367859
	Iteration 30Q: 3 clusters Score -18410.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -18419.119141 Penalty: 574.367859
	Iteration 31Q: 3 clusters Score -18419.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -18430.699219 Penalty: 574.367859
	Iteration 32Q: 3 clusters Score -18430.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -18435.708984 Penalty: 574.367859
	Iteration 33Q: 3 clusters Score -18435.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -18437.417969 Penalty: 574.367859
	Iteration 34Q: 3 clusters Score -18437.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -18437.871094 Penalty: 574.367859
	Iteration 35Q: 3 clusters Score -18437.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -18438.158203 Penalty: 574.367859
	Iteration 36Q: 3 clusters Score -18438.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -18438.158203 Penalty: 574.367859
	Iteration 37F: 3 clusters Score -18438.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -20302.800781 Penalty: 295.534576
	Iteration 0F: 2 clusters Score -20302.8 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 335 members 
Entering Unmasked Estep 
Score: -19726.775391 Penalty: 591.069153
	Iteration 0F: 3 clusters Score -19726.78 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -19977.302734 Penalty: 591.069153
	Iteration 1F: 3 clusters Score -19977.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -20103.572266 Penalty: 591.069153
	Iteration 2F: 3 clusters Score -20103.57 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -20165.904297 Penalty: 591.069153
	Iteration 3F: 3 clusters Score -20165.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -20219.449219 Penalty: 591.069153
	Iteration 4F: 3 clusters Score -20219.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -20253.169922 Penalty: 591.069153
	Iteration 5Q: 3 clusters Score -20253.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -20288.291016 Penalty: 591.069153
	Iteration 6Q: 3 clusters Score -20288.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -20308.177734 Penalty: 591.069153
	Iteration 7Q: 3 clusters Score -20308.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -20317.367188 Penalty: 591.069153
	Iteration 8Q: 3 clusters Score -20317.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -20322.183594 Penalty: 591.069153
	Iteration 9Q: 3 clusters Score -20322.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -20323.832031 Penalty: 591.069153
	Iteration 10Q: 3 clusters Score -20323.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -20325.003906 Penalty: 591.069153
	Iteration 11Q: 3 clusters Score -20325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -20325.003906 Penalty: 591.069153
	Iteration 12F: 3 clusters Score -20325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 160799 members 
Mstep: Class 5 contains 13068 members 
Mstep: Class 6 contains 3315 members 
Mstep: Class 7 contains 7387 members 
Mstep: Class 8 contains 4388 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 6002 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2442 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 300881 members 
Mstep: Class 16 contains 58747 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 228 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 5601 members 
Mstep: Class 22 contains 15714 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 2132 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 1639 members 
Mstep: Class 27 contains 3900 members 
Mstep: Class 28 contains 3361 members 
Mstep: Class 29 contains 9146 members 
Mstep: Class 30 contains 35026 members 
Mstep: Class 31 contains 3392 members 
Mstep: Class 32 contains 1559 members 
Mstep: Class 33 contains 1004 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 604 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4526 members 
Mstep: Class 38 contains 26016 members 
Mstep: Class 39 contains 434 members 
Entering Unmasked Estep 
Score: -28346468.000000 Penalty: 23957.166016
Splitting cluster 18 changes total score from -28346722.000000 to -28346468.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (3443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Entering Unmasked Estep 
Score: -137932.109375 Penalty: 370.556458
	Iteration 0F: 2 clusters Score -137932.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -135553.937500 Penalty: 741.112915
	Iteration 0F: 3 clusters Score -135553.9 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -136405.234375 Penalty: 741.112915
	Iteration 1F: 3 clusters Score -136405.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -136532.515625 Penalty: 741.112915
	Iteration 2F: 3 clusters Score -136532.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -136656.765625 Penalty: 741.112915
	Iteration 3F: 3 clusters Score -136656.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -136775.890625 Penalty: 741.112915
	Iteration 4F: 3 clusters Score -136775.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -136868.406250 Penalty: 741.112915
	Iteration 5Q: 3 clusters Score -136868.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -136976.031250 Penalty: 741.112915
	Iteration 6Q: 3 clusters Score -136976 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -137078.546875 Penalty: 741.112915
	Iteration 7Q: 3 clusters Score -137078.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -137192.125000 Penalty: 741.112915
	Iteration 8Q: 3 clusters Score -137192.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -137308.218750 Penalty: 741.112915
	Iteration 9Q: 3 clusters Score -137308.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -137396.625000 Penalty: 741.112915
	Iteration 10Q: 3 clusters Score -137396.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -137450.796875 Penalty: 741.112915
	Iteration 11Q: 3 clusters Score -137450.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -137488.937500 Penalty: 741.112915
	Iteration 12Q: 3 clusters Score -137488.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -137521.578125 Penalty: 741.112915
	Iteration 13Q: 3 clusters Score -137521.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -137552.906250 Penalty: 741.112915
	Iteration 14Q: 3 clusters Score -137552.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -137581.703125 Penalty: 741.112915
	Iteration 15Q: 3 clusters Score -137581.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -137612.062500 Penalty: 741.112915
	Iteration 16Q: 3 clusters Score -137612.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -137633.796875 Penalty: 741.112915
	Iteration 17Q: 3 clusters Score -137633.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -137656.453125 Penalty: 741.112915
	Iteration 18Q: 3 clusters Score -137656.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -137684.015625 Penalty: 741.112915
	Iteration 19Q: 3 clusters Score -137684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -137709.203125 Penalty: 741.112915
	Iteration 20F: 3 clusters Score -137709.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -137731.640625 Penalty: 741.112915
	Iteration 21Q: 3 clusters Score -137731.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -137747.343750 Penalty: 741.112915
	Iteration 22Q: 3 clusters Score -137747.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -137753.484375 Penalty: 741.112915
	Iteration 23Q: 3 clusters Score -137753.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -137758.671875 Penalty: 741.112915
	Iteration 24Q: 3 clusters Score -137758.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -137764.828125 Penalty: 741.112915
	Iteration 25Q: 3 clusters Score -137764.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -137768.765625 Penalty: 741.112915
	Iteration 26Q: 3 clusters Score -137768.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -137771.906250 Penalty: 741.112915
	Iteration 27Q: 3 clusters Score -137771.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -137774.421875 Penalty: 741.112915
	Iteration 28Q: 3 clusters Score -137774.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -137776.468750 Penalty: 741.112915
	Iteration 29Q: 3 clusters Score -137776.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -137777.671875 Penalty: 741.112915
	Iteration 30Q: 3 clusters Score -137777.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -137778.296875 Penalty: 741.112915
	Iteration 31Q: 3 clusters Score -137778.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -137779.281250 Penalty: 741.112915
	Iteration 32Q: 3 clusters Score -137779.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -137780.843750 Penalty: 741.112915
	Iteration 33Q: 3 clusters Score -137780.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -137781.625000 Penalty: 741.112915
	Iteration 34Q: 3 clusters Score -137781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -137782.078125 Penalty: 741.112915
	Iteration 35Q: 3 clusters Score -137782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -137782.312500 Penalty: 741.112915
	Iteration 36Q: 3 clusters Score -137782.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -137782.328125 Penalty: 741.112915
	Iteration 37Q: 3 clusters Score -137782.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -137782.328125 Penalty: 741.112915
	Iteration 38F: 3 clusters Score -137782.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Entering Unmasked Estep 
Score: -51249.234375 Penalty: 332.508209
	Iteration 0F: 2 clusters Score -51249.23 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 743 members 
Entering Unmasked Estep 
Score: -50148.683594 Penalty: 665.016418
	Iteration 0F: 3 clusters Score -50148.68 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -50563.777344 Penalty: 665.016418
	Iteration 1F: 3 clusters Score -50563.78 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -50666.121094 Penalty: 665.016418
	Iteration 2F: 3 clusters Score -50666.12 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -50770.433594 Penalty: 665.016418
	Iteration 3F: 3 clusters Score -50770.43 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -50854.437500 Penalty: 665.016418
	Iteration 4F: 3 clusters Score -50854.44 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -50912.910156 Penalty: 665.016418
	Iteration 5F: 3 clusters Score -50912.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -50955.343750 Penalty: 665.016418
	Iteration 6Q: 3 clusters Score -50955.34 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -50980.363281 Penalty: 665.016418
	Iteration 7Q: 3 clusters Score -50980.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -50989.390625 Penalty: 665.016418
	Iteration 8Q: 3 clusters Score -50989.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -50997.273438 Penalty: 665.016418
	Iteration 9Q: 3 clusters Score -50997.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -51004.972656 Penalty: 665.016418
	Iteration 10Q: 3 clusters Score -51004.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -51013.121094 Penalty: 665.016418
	Iteration 11Q: 3 clusters Score -51013.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -51016.644531 Penalty: 665.016418
	Iteration 12Q: 3 clusters Score -51016.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -51018.171875 Penalty: 665.016418
	Iteration 13Q: 3 clusters Score -51018.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -51020.480469 Penalty: 665.016418
	Iteration 14Q: 3 clusters Score -51020.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -51022.042969 Penalty: 665.016418
	Iteration 15Q: 3 clusters Score -51022.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -51024.246094 Penalty: 665.016418
	Iteration 16Q: 3 clusters Score -51024.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -51026.070312 Penalty: 665.016418
	Iteration 17Q: 3 clusters Score -51026.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -51026.968750 Penalty: 665.016418
	Iteration 18Q: 3 clusters Score -51026.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -51027.046875 Penalty: 665.016418
	Iteration 19Q: 3 clusters Score -51027.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -51027.046875 Penalty: 665.016418
	Iteration 20F: 3 clusters Score -51027.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Entering Unmasked Estep 
Score: -230035.781250 Penalty: 392.696869
	Iteration 0F: 2 clusters Score -230035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -226302.593750 Penalty: 785.393738
	Iteration 0F: 3 clusters Score -226302.6 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -227860.593750 Penalty: 785.393738
	Iteration 1F: 3 clusters Score -227860.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -228114.296875 Penalty: 785.393738
	Iteration 2F: 3 clusters Score -228114.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -228418.859375 Penalty: 785.393738
	Iteration 3F: 3 clusters Score -228418.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -228754.765625 Penalty: 785.393738
	Iteration 4F: 3 clusters Score -228754.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -229100.750000 Penalty: 785.393738
	Iteration 5F: 3 clusters Score -229100.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -229383.015625 Penalty: 785.393738
	Iteration 6F: 3 clusters Score -229383 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -229580.937500 Penalty: 785.393738
	Iteration 7Q: 3 clusters Score -229580.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -229728.937500 Penalty: 785.393738
	Iteration 8Q: 3 clusters Score -229728.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -229824.906250 Penalty: 785.393738
	Iteration 9Q: 3 clusters Score -229824.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -229873.765625 Penalty: 785.393738
	Iteration 10Q: 3 clusters Score -229873.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -229902.234375 Penalty: 785.393738
	Iteration 11Q: 3 clusters Score -229902.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -229918.187500 Penalty: 785.393738
	Iteration 12Q: 3 clusters Score -229918.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -229928.203125 Penalty: 785.393738
	Iteration 13Q: 3 clusters Score -229928.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -229932.625000 Penalty: 785.393738
	Iteration 14Q: 3 clusters Score -229932.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -229935.750000 Penalty: 785.393738
	Iteration 15Q: 3 clusters Score -229935.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -229937.562500 Penalty: 785.393738
	Iteration 16Q: 3 clusters Score -229937.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -229939.390625 Penalty: 785.393738
	Iteration 17Q: 3 clusters Score -229939.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -229941.421875 Penalty: 785.393738
	Iteration 18Q: 3 clusters Score -229941.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -229942.187500 Penalty: 785.393738
	Iteration 19Q: 3 clusters Score -229942.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -229948.375000 Penalty: 785.393738
	Iteration 20F: 3 clusters Score -229948.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -229952.000000 Penalty: 785.393738
	Iteration 21Q: 3 clusters Score -229952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -229954.750000 Penalty: 785.393738
	Iteration 22Q: 3 clusters Score -229954.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -229956.296875 Penalty: 785.393738
	Iteration 23Q: 3 clusters Score -229956.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -229957.281250 Penalty: 785.393738
	Iteration 24Q: 3 clusters Score -229957.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -229958.375000 Penalty: 785.393738
	Iteration 25Q: 3 clusters Score -229958.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -229959.984375 Penalty: 785.393738
	Iteration 26Q: 3 clusters Score -229960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -229960.484375 Penalty: 785.393738
	Iteration 27Q: 3 clusters Score -229960.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -229960.406250 Penalty: 785.393738
	Iteration 28Q: 3 clusters Score -229960.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -229960.765625 Penalty: 785.393738
	Iteration 29Q: 3 clusters Score -229960.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -229961.250000 Penalty: 785.393738
	Iteration 30Q: 3 clusters Score -229961.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -229961.593750 Penalty: 785.393738
	Iteration 31Q: 3 clusters Score -229961.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -229961.593750 Penalty: 785.393738
	Iteration 32F: 3 clusters Score -229961.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Entering Unmasked Estep 
Score: -635096.750000 Penalty: 439.635010
	Iteration 0F: 2 clusters Score -635096.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -624658.500000 Penalty: 879.270020
	Iteration 0F: 3 clusters Score -624658.5 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -628932.937500 Penalty: 879.270020
	Iteration 1F: 3 clusters Score -628932.9 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -629203.500000 Penalty: 879.270020
	Iteration 2Q: 3 clusters Score -629203.5 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -629536.750000 Penalty: 879.270020
	Iteration 3F: 3 clusters Score -629536.8 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -630031.750000 Penalty: 879.270020
	Iteration 4F: 3 clusters Score -630031.8 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -630654.625000 Penalty: 879.270020
	Iteration 5F: 3 clusters Score -630654.6 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -631453.062500 Penalty: 879.270020
	Iteration 6F: 3 clusters Score -631453.1 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -632282.000000 Penalty: 879.270020
	Iteration 7F: 3 clusters Score -632282 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -632893.000000 Penalty: 879.270020
	Iteration 8Q: 3 clusters Score -632893 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -633233.125000 Penalty: 879.270020
	Iteration 9Q: 3 clusters Score -633233.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -633425.437500 Penalty: 879.270020
	Iteration 10Q: 3 clusters Score -633425.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -633611.437500 Penalty: 879.270020
	Iteration 11Q: 3 clusters Score -633611.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -633811.062500 Penalty: 879.270020
	Iteration 12Q: 3 clusters Score -633811.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -633999.375000 Penalty: 879.270020
	Iteration 13Q: 3 clusters Score -633999.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -634189.750000 Penalty: 879.270020
	Iteration 14Q: 3 clusters Score -634189.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -634356.375000 Penalty: 879.270020
	Iteration 15Q: 3 clusters Score -634356.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -634456.437500 Penalty: 879.270020
	Iteration 16Q: 3 clusters Score -634456.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -634501.125000 Penalty: 879.270020
	Iteration 17Q: 3 clusters Score -634501.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -634521.375000 Penalty: 879.270020
	Iteration 18Q: 3 clusters Score -634521.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -634532.750000 Penalty: 879.270020
	Iteration 19Q: 3 clusters Score -634532.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -634539.812500 Penalty: 879.270020
	Iteration 20F: 3 clusters Score -634539.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -634544.812500 Penalty: 879.270020
	Iteration 21Q: 3 clusters Score -634544.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -634549.750000 Penalty: 879.270020
	Iteration 22Q: 3 clusters Score -634549.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -634553.562500 Penalty: 879.270020
	Iteration 23Q: 3 clusters Score -634553.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -634556.812500 Penalty: 879.270020
	Iteration 24Q: 3 clusters Score -634556.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -634561.625000 Penalty: 879.270020
	Iteration 25Q: 3 clusters Score -634561.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -634563.750000 Penalty: 879.270020
	Iteration 26Q: 3 clusters Score -634563.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -634564.500000 Penalty: 879.270020
	Iteration 27Q: 3 clusters Score -634564.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -634567.875000 Penalty: 879.270020
	Iteration 28Q: 3 clusters Score -634567.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -634568.937500 Penalty: 879.270020
	Iteration 29Q: 3 clusters Score -634568.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -634570.562500 Penalty: 879.270020
	Iteration 30Q: 3 clusters Score -634570.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -634571.187500 Penalty: 879.270020
	Iteration 31Q: 3 clusters Score -634571.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -634573.375000 Penalty: 879.270020
	Iteration 32Q: 3 clusters Score -634573.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -634576.250000 Penalty: 879.270020
	Iteration 33Q: 3 clusters Score -634576.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -634578.062500 Penalty: 879.270020
	Iteration 34Q: 3 clusters Score -634578.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -634580.250000 Penalty: 879.270020
	Iteration 35Q: 3 clusters Score -634580.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -634582.125000 Penalty: 879.270020
	Iteration 36Q: 3 clusters Score -634582.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -634583.812500 Penalty: 879.270020
	Iteration 37Q: 3 clusters Score -634583.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -634585.812500 Penalty: 879.270020
	Iteration 38Q: 3 clusters Score -634585.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -634585.125000 Penalty: 879.270020
	Iteration 39Q: 3 clusters Score -634585.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -634586.000000 Penalty: 879.270020
	Iteration 40F: 3 clusters Score -634586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -634587.000000 Penalty: 879.270020
	Iteration 41Q: 3 clusters Score -634587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -634587.875000 Penalty: 879.270020
	Iteration 42Q: 3 clusters Score -634587.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -634588.687500 Penalty: 879.270020
	Iteration 43Q: 3 clusters Score -634588.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -634588.875000 Penalty: 879.270020
	Iteration 44Q: 3 clusters Score -634588.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -634588.687500 Penalty: 879.270020
	Iteration 45Q: 3 clusters Score -634588.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -634588.250000 Penalty: 879.270020
	Iteration 46Q: 3 clusters Score -634588.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -634590.125000 Penalty: 879.270020
	Iteration 47Q: 3 clusters Score -634590.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -634590.125000 Penalty: 879.270020
	Iteration 48Q: 3 clusters Score -634590.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -634590.312500 Penalty: 879.270020
	Iteration 49Q: 3 clusters Score -634590.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -634591.687500 Penalty: 879.270020
	Iteration 50Q: 3 clusters Score -634591.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -634591.875000 Penalty: 879.270020
	Iteration 51Q: 3 clusters Score -634591.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -634593.125000 Penalty: 879.270020
	Iteration 52Q: 3 clusters Score -634593.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -634595.312500 Penalty: 879.270020
	Iteration 53Q: 3 clusters Score -634595.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -634598.250000 Penalty: 879.270020
	Iteration 54Q: 3 clusters Score -634598.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -634600.687500 Penalty: 879.270020
	Iteration 55Q: 3 clusters Score -634600.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -634604.687500 Penalty: 879.270020
	Iteration 56Q: 3 clusters Score -634604.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -634607.125000 Penalty: 879.270020
	Iteration 57Q: 3 clusters Score -634607.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -634610.062500 Penalty: 879.270020
	Iteration 58Q: 3 clusters Score -634610.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -634611.687500 Penalty: 879.270020
	Iteration 59Q: 3 clusters Score -634611.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -634614.312500 Penalty: 879.270020
	Iteration 60F: 3 clusters Score -634614.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -634617.812500 Penalty: 879.270020
	Iteration 61Q: 3 clusters Score -634617.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -634622.750000 Penalty: 879.270020
	Iteration 62Q: 3 clusters Score -634622.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -634631.750000 Penalty: 879.270020
	Iteration 63Q: 3 clusters Score -634631.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -634638.750000 Penalty: 879.270020
	Iteration 64Q: 3 clusters Score -634638.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -634647.437500 Penalty: 879.270020
	Iteration 65Q: 3 clusters Score -634647.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -634653.437500 Penalty: 879.270020
	Iteration 66Q: 3 clusters Score -634653.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -634663.000000 Penalty: 879.270020
	Iteration 67Q: 3 clusters Score -634663 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -634673.812500 Penalty: 879.270020
	Iteration 68Q: 3 clusters Score -634673.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -634681.812500 Penalty: 879.270020
	Iteration 69Q: 3 clusters Score -634681.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -634689.687500 Penalty: 879.270020
	Iteration 70Q: 3 clusters Score -634689.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -634702.375000 Penalty: 879.270020
	Iteration 71Q: 3 clusters Score -634702.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -634716.437500 Penalty: 879.270020
	Iteration 72Q: 3 clusters Score -634716.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -634726.000000 Penalty: 879.270020
	Iteration 73Q: 3 clusters Score -634726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -634735.125000 Penalty: 879.270020
	Iteration 74Q: 3 clusters Score -634735.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -634745.437500 Penalty: 879.270020
	Iteration 75Q: 3 clusters Score -634745.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -634757.812500 Penalty: 879.270020
	Iteration 76Q: 3 clusters Score -634757.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -634770.687500 Penalty: 879.270020
	Iteration 77Q: 3 clusters Score -634770.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -634778.437500 Penalty: 879.270020
	Iteration 78Q: 3 clusters Score -634778.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -634791.687500 Penalty: 879.270020
	Iteration 79Q: 3 clusters Score -634791.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -634798.750000 Penalty: 879.270020
	Iteration 80F: 3 clusters Score -634798.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -634805.812500 Penalty: 879.270020
	Iteration 81Q: 3 clusters Score -634805.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -634811.625000 Penalty: 879.270020
	Iteration 82Q: 3 clusters Score -634811.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -634815.687500 Penalty: 879.270020
	Iteration 83Q: 3 clusters Score -634815.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -634819.250000 Penalty: 879.270020
	Iteration 84Q: 3 clusters Score -634819.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -634821.812500 Penalty: 879.270020
	Iteration 85Q: 3 clusters Score -634821.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -634824.125000 Penalty: 879.270020
	Iteration 86Q: 3 clusters Score -634824.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -634828.125000 Penalty: 879.270020
	Iteration 87Q: 3 clusters Score -634828.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -634832.875000 Penalty: 879.270020
	Iteration 88Q: 3 clusters Score -634832.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -634837.437500 Penalty: 879.270020
	Iteration 89Q: 3 clusters Score -634837.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -634841.000000 Penalty: 879.270020
	Iteration 90Q: 3 clusters Score -634841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -634844.937500 Penalty: 879.270020
	Iteration 91Q: 3 clusters Score -634844.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -634848.937500 Penalty: 879.270020
	Iteration 92Q: 3 clusters Score -634848.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -634852.875000 Penalty: 879.270020
	Iteration 93Q: 3 clusters Score -634852.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -634859.937500 Penalty: 879.270020
	Iteration 94Q: 3 clusters Score -634859.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -634864.812500 Penalty: 879.270020
	Iteration 95Q: 3 clusters Score -634864.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -634869.250000 Penalty: 879.270020
	Iteration 96Q: 3 clusters Score -634869.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -634871.625000 Penalty: 879.270020
	Iteration 97Q: 3 clusters Score -634871.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -634873.687500 Penalty: 879.270020
	Iteration 98Q: 3 clusters Score -634873.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -634875.875000 Penalty: 879.270020
	Iteration 99Q: 3 clusters Score -634875.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -634877.312500 Penalty: 879.270020
	Iteration 100F: 3 clusters Score -634877.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -634878.000000 Penalty: 879.270020
	Iteration 101Q: 3 clusters Score -634878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -634879.312500 Penalty: 879.270020
	Iteration 102Q: 3 clusters Score -634879.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -634880.562500 Penalty: 879.270020
	Iteration 103Q: 3 clusters Score -634880.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -634881.437500 Penalty: 879.270020
	Iteration 104Q: 3 clusters Score -634881.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -634883.000000 Penalty: 879.270020
	Iteration 105Q: 3 clusters Score -634883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -634883.375000 Penalty: 879.270020
	Iteration 106Q: 3 clusters Score -634883.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -634886.562500 Penalty: 879.270020
	Iteration 107Q: 3 clusters Score -634886.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -634887.937500 Penalty: 879.270020
	Iteration 108Q: 3 clusters Score -634887.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -634891.000000 Penalty: 879.270020
	Iteration 109Q: 3 clusters Score -634891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -634893.062500 Penalty: 879.270020
	Iteration 110Q: 3 clusters Score -634893.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -634893.562500 Penalty: 879.270020
	Iteration 111Q: 3 clusters Score -634893.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -634895.250000 Penalty: 879.270020
	Iteration 112Q: 3 clusters Score -634895.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -634896.375000 Penalty: 879.270020
	Iteration 113Q: 3 clusters Score -634896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -634896.000000 Penalty: 879.270020
	Iteration 114Q: 3 clusters Score -634896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -634897.312500 Penalty: 879.270020
	Iteration 115Q: 3 clusters Score -634897.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -634899.125000 Penalty: 879.270020
	Iteration 116Q: 3 clusters Score -634899.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -634899.687500 Penalty: 879.270020
	Iteration 117Q: 3 clusters Score -634899.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -634900.062500 Penalty: 879.270020
	Iteration 118Q: 3 clusters Score -634900.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -634901.875000 Penalty: 879.270020
	Iteration 119Q: 3 clusters Score -634901.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -634904.187500 Penalty: 879.270020
	Iteration 120F: 3 clusters Score -634904.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -634906.562500 Penalty: 879.270020
	Iteration 121Q: 3 clusters Score -634906.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -634908.125000 Penalty: 879.270020
	Iteration 122Q: 3 clusters Score -634908.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -634908.500000 Penalty: 879.270020
	Iteration 123Q: 3 clusters Score -634908.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -634909.750000 Penalty: 879.270020
	Iteration 124Q: 3 clusters Score -634909.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -634910.062500 Penalty: 879.270020
	Iteration 125Q: 3 clusters Score -634910.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -634910.875000 Penalty: 879.270020
	Iteration 126Q: 3 clusters Score -634910.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -634910.875000 Penalty: 879.270020
	Iteration 127Q: 3 clusters Score -634910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -634910.500000 Penalty: 879.270020
	Iteration 128Q: 3 clusters Score -634910.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -634911.187500 Penalty: 879.270020
	Iteration 129Q: 3 clusters Score -634911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -634911.125000 Penalty: 879.270020
	Iteration 130Q: 3 clusters Score -634911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -634910.875000 Penalty: 879.270020
	Iteration 131Q: 3 clusters Score -634910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -634911.000000 Penalty: 879.270020
	Iteration 132Q: 3 clusters Score -634911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -634911.000000 Penalty: 879.270020
	Iteration 133F: 3 clusters Score -634911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Entering Unmasked Estep 
Score: -32919.906250 Penalty: 310.657135
	Iteration 0F: 2 clusters Score -32919.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -32199.974609 Penalty: 621.314270
	Iteration 0F: 3 clusters Score -32199.97 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -32478.931641 Penalty: 621.314270
	Iteration 1F: 3 clusters Score -32478.93 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -32549.238281 Penalty: 621.314270
	Iteration 2F: 3 clusters Score -32549.24 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -32581.039062 Penalty: 621.314270
	Iteration 3F: 3 clusters Score -32581.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -32594.363281 Penalty: 621.314270
	Iteration 4Q: 3 clusters Score -32594.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -32607.021484 Penalty: 621.314270
	Iteration 5Q: 3 clusters Score -32607.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -32620.789062 Penalty: 621.314270
	Iteration 6Q: 3 clusters Score -32620.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -32633.037109 Penalty: 621.314270
	Iteration 7Q: 3 clusters Score -32633.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -32641.408203 Penalty: 621.314270
	Iteration 8Q: 3 clusters Score -32641.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -32646.572266 Penalty: 621.314270
	Iteration 9Q: 3 clusters Score -32646.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -32651.421875 Penalty: 621.314270
	Iteration 10Q: 3 clusters Score -32651.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -32657.693359 Penalty: 621.314270
	Iteration 11Q: 3 clusters Score -32657.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -32662.029297 Penalty: 621.314270
	Iteration 12Q: 3 clusters Score -32662.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -32664.546875 Penalty: 621.314270
	Iteration 13Q: 3 clusters Score -32664.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -32667.441406 Penalty: 621.314270
	Iteration 14Q: 3 clusters Score -32667.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -32668.703125 Penalty: 621.314270
	Iteration 15Q: 3 clusters Score -32668.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -32669.064453 Penalty: 621.314270
	Iteration 16Q: 3 clusters Score -32669.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -32669.248047 Penalty: 621.314270
	Iteration 17Q: 3 clusters Score -32669.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -32669.248047 Penalty: 621.314270
	Iteration 18F: 3 clusters Score -32669.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Entering Unmasked Estep 
Score: -77702.750000 Penalty: 348.749115
	Iteration 0F: 2 clusters Score -77702.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -76164.539062 Penalty: 697.498230
	Iteration 0F: 3 clusters Score -76164.54 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -76715.531250 Penalty: 697.498230
	Iteration 1F: 3 clusters Score -76715.53 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -76863.476562 Penalty: 697.498230
	Iteration 2F: 3 clusters Score -76863.48 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -77036.570312 Penalty: 697.498230
	Iteration 3F: 3 clusters Score -77036.57 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -77224.117188 Penalty: 697.498230
	Iteration 4F: 3 clusters Score -77224.12 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -77391.304688 Penalty: 697.498230
	Iteration 5F: 3 clusters Score -77391.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -77529.273438 Penalty: 697.498230
	Iteration 6F: 3 clusters Score -77529.27 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -77627.226562 Penalty: 697.498230
	Iteration 7Q: 3 clusters Score -77627.23 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -77682.156250 Penalty: 697.498230
	Iteration 8Q: 3 clusters Score -77682.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -77724.148438 Penalty: 697.498230
	Iteration 9Q: 3 clusters Score -77724.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -77747.054688 Penalty: 697.498230
	Iteration 10Q: 3 clusters Score -77747.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -77755.445312 Penalty: 697.498230
	Iteration 11Q: 3 clusters Score -77755.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -77757.656250 Penalty: 697.498230
	Iteration 12Q: 3 clusters Score -77757.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -77759.578125 Penalty: 697.498230
	Iteration 13Q: 3 clusters Score -77759.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -77761.648438 Penalty: 697.498230
	Iteration 14Q: 3 clusters Score -77761.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -77763.429688 Penalty: 697.498230
	Iteration 15Q: 3 clusters Score -77763.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -77764.718750 Penalty: 697.498230
	Iteration 16Q: 3 clusters Score -77764.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -77765.015625 Penalty: 697.498230
	Iteration 17Q: 3 clusters Score -77765.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -77765.421875 Penalty: 697.498230
	Iteration 18Q: 3 clusters Score -77765.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -77765.648438 Penalty: 697.498230
	Iteration 19Q: 3 clusters Score -77765.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -77766.460938 Penalty: 697.498230
	Iteration 20F: 3 clusters Score -77766.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -77768.117188 Penalty: 697.498230
	Iteration 21Q: 3 clusters Score -77768.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -77770.265625 Penalty: 697.498230
	Iteration 22Q: 3 clusters Score -77770.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -77771.921875 Penalty: 697.498230
	Iteration 23Q: 3 clusters Score -77771.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -77772.031250 Penalty: 697.498230
	Iteration 24Q: 3 clusters Score -77772.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -77772.031250 Penalty: 697.498230
	Iteration 25F: 3 clusters Score -77772.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 160799 members 
Mstep: Class 5 contains 13068 members 
Mstep: Class 6 contains 3315 members 
Mstep: Class 7 contains 7387 members 
Mstep: Class 8 contains 4388 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 6002 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2442 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 300881 members 
Mstep: Class 16 contains 58747 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 662 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 5601 members 
Mstep: Class 22 contains 15714 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 890 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 1639 members 
Mstep: Class 27 contains 3900 members 
Mstep: Class 28 contains 3361 members 
Mstep: Class 29 contains 9146 members 
Mstep: Class 30 contains 35026 members 
Mstep: Class 31 contains 3392 members 
Mstep: Class 32 contains 1559 members 
Mstep: Class 33 contains 1004 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 604 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4526 members 
Mstep: Class 38 contains 26016 members 
Mstep: Class 39 contains 1242 members 
Entering Unmasked Estep 
Score: -28346584.000000 Penalty: 23957.166016
Splitting cluster 24 changes total score from -28346722.000000 to -28346584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -24794.546875 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -24794.55 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 359 members 
Entering Unmasked Estep 
Score: -24156.042969 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -24156.04 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -24395.121094 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -24395.12 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -24463.167969 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -24463.17 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -24500.423828 Penalty: 598.711853
	Iteration 3F: 3 clusters Score -24500.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -24521.800781 Penalty: 598.711853
	Iteration 4Q: 3 clusters Score -24521.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -24534.093750 Penalty: 598.711853
	Iteration 5Q: 3 clusters Score -24534.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -24543.476562 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -24543.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -24550.212891 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -24550.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -24558.113281 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -24558.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -24561.800781 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -24561.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -24568.984375 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -24568.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -24574.123047 Penalty: 598.711853
	Iteration 11Q: 3 clusters Score -24574.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -24577.996094 Penalty: 598.711853
	Iteration 12Q: 3 clusters Score -24578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -24580.052734 Penalty: 598.711853
	Iteration 13Q: 3 clusters Score -24580.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -24580.669922 Penalty: 598.711853
	Iteration 14Q: 3 clusters Score -24580.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -24581.421875 Penalty: 598.711853
	Iteration 15Q: 3 clusters Score -24581.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -24581.863281 Penalty: 598.711853
	Iteration 16Q: 3 clusters Score -24581.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -24581.863281 Penalty: 598.711853
	Iteration 17F: 3 clusters Score -24581.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Entering Unmasked Estep 
Score: -64449.550781 Penalty: 336.783783
	Iteration 0F: 2 clusters Score -64449.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -63234.199219 Penalty: 673.567566
	Iteration 0F: 3 clusters Score -63234.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -63626.007812 Penalty: 673.567566
	Iteration 1F: 3 clusters Score -63626.01 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -63745.363281 Penalty: 673.567566
	Iteration 2F: 3 clusters Score -63745.36 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -63860.156250 Penalty: 673.567566
	Iteration 3F: 3 clusters Score -63860.16 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -63985.027344 Penalty: 673.567566
	Iteration 4F: 3 clusters Score -63985.03 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -64080.304688 Penalty: 673.567566
	Iteration 5F: 3 clusters Score -64080.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -64129.253906 Penalty: 673.567566
	Iteration 6Q: 3 clusters Score -64129.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -64163.054688 Penalty: 673.567566
	Iteration 7Q: 3 clusters Score -64163.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -64185.464844 Penalty: 673.567566
	Iteration 8Q: 3 clusters Score -64185.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -64205.894531 Penalty: 673.567566
	Iteration 9Q: 3 clusters Score -64205.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -64222.652344 Penalty: 673.567566
	Iteration 10Q: 3 clusters Score -64222.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -64234.953125 Penalty: 673.567566
	Iteration 11Q: 3 clusters Score -64234.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -64243.761719 Penalty: 673.567566
	Iteration 12Q: 3 clusters Score -64243.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -64254.523438 Penalty: 673.567566
	Iteration 13Q: 3 clusters Score -64254.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -64265.265625 Penalty: 673.567566
	Iteration 14Q: 3 clusters Score -64265.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -64277.601562 Penalty: 673.567566
	Iteration 15Q: 3 clusters Score -64277.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -64296.789062 Penalty: 673.567566
	Iteration 16Q: 3 clusters Score -64296.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -64312.699219 Penalty: 673.567566
	Iteration 17Q: 3 clusters Score -64312.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -64319.000000 Penalty: 673.567566
	Iteration 18Q: 3 clusters Score -64319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -64320.121094 Penalty: 673.567566
	Iteration 19Q: 3 clusters Score -64320.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -64322.253906 Penalty: 673.567566
	Iteration 20F: 3 clusters Score -64322.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -64324.808594 Penalty: 673.567566
	Iteration 21Q: 3 clusters Score -64324.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -64327.171875 Penalty: 673.567566
	Iteration 22Q: 3 clusters Score -64327.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -64328.523438 Penalty: 673.567566
	Iteration 23Q: 3 clusters Score -64328.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -64329.042969 Penalty: 673.567566
	Iteration 24Q: 3 clusters Score -64329.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -64329.332031 Penalty: 673.567566
	Iteration 25Q: 3 clusters Score -64329.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -64329.332031 Penalty: 673.567566
	Iteration 26F: 3 clusters Score -64329.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Entering Unmasked Estep 
Score: -153261.578125 Penalty: 376.227295
	Iteration 0F: 2 clusters Score -153261.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -150629.640625 Penalty: 752.454590
	Iteration 0F: 3 clusters Score -150629.6 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -151621.890625 Penalty: 752.454590
	Iteration 1F: 3 clusters Score -151621.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -151748.875000 Penalty: 752.454590
	Iteration 2F: 3 clusters Score -151748.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -151887.453125 Penalty: 752.454590
	Iteration 3F: 3 clusters Score -151887.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -152099.671875 Penalty: 752.454590
	Iteration 4F: 3 clusters Score -152099.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -152351.093750 Penalty: 752.454590
	Iteration 5F: 3 clusters Score -152351.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -152584.375000 Penalty: 752.454590
	Iteration 6F: 3 clusters Score -152584.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -152755.328125 Penalty: 752.454590
	Iteration 7Q: 3 clusters Score -152755.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -152878.453125 Penalty: 752.454590
	Iteration 8Q: 3 clusters Score -152878.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -152972.109375 Penalty: 752.454590
	Iteration 9Q: 3 clusters Score -152972.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -153044.234375 Penalty: 752.454590
	Iteration 10Q: 3 clusters Score -153044.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -153087.406250 Penalty: 752.454590
	Iteration 11Q: 3 clusters Score -153087.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -153106.796875 Penalty: 752.454590
	Iteration 12Q: 3 clusters Score -153106.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -153121.140625 Penalty: 752.454590
	Iteration 13Q: 3 clusters Score -153121.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -153133.562500 Penalty: 752.454590
	Iteration 14Q: 3 clusters Score -153133.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -153148.421875 Penalty: 752.454590
	Iteration 15Q: 3 clusters Score -153148.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -153165.281250 Penalty: 752.454590
	Iteration 16Q: 3 clusters Score -153165.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -153179.203125 Penalty: 752.454590
	Iteration 17Q: 3 clusters Score -153179.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -153186.781250 Penalty: 752.454590
	Iteration 18Q: 3 clusters Score -153186.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -153190.421875 Penalty: 752.454590
	Iteration 19Q: 3 clusters Score -153190.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -153195.750000 Penalty: 752.454590
	Iteration 20F: 3 clusters Score -153195.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -153199.546875 Penalty: 752.454590
	Iteration 21Q: 3 clusters Score -153199.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -153202.015625 Penalty: 752.454590
	Iteration 22Q: 3 clusters Score -153202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -153202.562500 Penalty: 752.454590
	Iteration 23Q: 3 clusters Score -153202.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -153202.578125 Penalty: 752.454590
	Iteration 24Q: 3 clusters Score -153202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -153203.015625 Penalty: 752.454590
	Iteration 25Q: 3 clusters Score -153203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -153203.296875 Penalty: 752.454590
	Iteration 26Q: 3 clusters Score -153203.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -153203.359375 Penalty: 752.454590
	Iteration 27Q: 3 clusters Score -153203.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -153203.359375 Penalty: 752.454590
	Iteration 28F: 3 clusters Score -153203.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Entering Unmasked Estep 
Score: -129240.296875 Penalty: 369.459747
	Iteration 0F: 2 clusters Score -129240.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -126961.859375 Penalty: 738.919495
	Iteration 0F: 3 clusters Score -126961.9 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -127987.085938 Penalty: 738.919495
	Iteration 1F: 3 clusters Score -127987.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -128326.789062 Penalty: 738.919495
	Iteration 2F: 3 clusters Score -128326.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -128637.164062 Penalty: 738.919495
	Iteration 3F: 3 clusters Score -128637.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -128879.484375 Penalty: 738.919495
	Iteration 4F: 3 clusters Score -128879.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -129070.531250 Penalty: 738.919495
	Iteration 5F: 3 clusters Score -129070.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -129212.945312 Penalty: 738.919495
	Iteration 6Q: 3 clusters Score -129212.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -129309.109375 Penalty: 738.919495
	Iteration 7Q: 3 clusters Score -129309.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -129355.718750 Penalty: 738.919495
	Iteration 8Q: 3 clusters Score -129355.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -129378.546875 Penalty: 738.919495
	Iteration 9Q: 3 clusters Score -129378.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -129394.039062 Penalty: 738.919495
	Iteration 10Q: 3 clusters Score -129394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -129402.804688 Penalty: 738.919495
	Iteration 11Q: 3 clusters Score -129402.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -129408.031250 Penalty: 738.919495
	Iteration 12Q: 3 clusters Score -129408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -129411.570312 Penalty: 738.919495
	Iteration 13Q: 3 clusters Score -129411.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -129412.664062 Penalty: 738.919495
	Iteration 14Q: 3 clusters Score -129412.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -129412.664062 Penalty: 738.919495
	Iteration 15Q: 3 clusters Score -129412.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -129412.851562 Penalty: 738.919495
	Iteration 16Q: 3 clusters Score -129412.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -129412.851562 Penalty: 738.919495
	Iteration 17F: 3 clusters Score -129412.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 160799 members 
Mstep: Class 5 contains 13068 members 
Mstep: Class 6 contains 3315 members 
Mstep: Class 7 contains 7387 members 
Mstep: Class 8 contains 4388 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 6002 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2442 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 300881 members 
Mstep: Class 16 contains 58747 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 662 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 5601 members 
Mstep: Class 22 contains 15714 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 2132 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 1639 members 
Mstep: Class 27 contains 3900 members 
Mstep: Class 28 contains 881 members 
Mstep: Class 29 contains 9146 members 
Mstep: Class 30 contains 35026 members 
Mstep: Class 31 contains 3392 members 
Mstep: Class 32 contains 1559 members 
Mstep: Class 33 contains 1004 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 604 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4526 members 
Mstep: Class 38 contains 26016 members 
Mstep: Class 39 contains 2480 members 
Entering Unmasked Estep 
Score: -28346656.000000 Penalty: 23957.166016
Splitting cluster 28 changes total score from -28346722.000000 to -28346656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (9146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Entering Unmasked Estep 
Score: -353978.656250 Penalty: 415.008759
	Iteration 0F: 2 clusters Score -353978.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -347972.937500 Penalty: 830.017517
	Iteration 0F: 3 clusters Score -347972.9 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -350468.843750 Penalty: 830.017517
	Iteration 1F: 3 clusters Score -350468.8 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -350916.593750 Penalty: 830.017517
	Iteration 2F: 3 clusters Score -350916.6 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -351418.687500 Penalty: 830.017517
	Iteration 3F: 3 clusters Score -351418.7 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -351974.781250 Penalty: 830.017517
	Iteration 4F: 3 clusters Score -351974.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -352487.375000 Penalty: 830.017517
	Iteration 5F: 3 clusters Score -352487.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -352848.937500 Penalty: 830.017517
	Iteration 6Q: 3 clusters Score -352848.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -353073.343750 Penalty: 830.017517
	Iteration 7Q: 3 clusters Score -353073.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -353218.000000 Penalty: 830.017517
	Iteration 8Q: 3 clusters Score -353218 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -353349.093750 Penalty: 830.017517
	Iteration 9Q: 3 clusters Score -353349.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -353453.062500 Penalty: 830.017517
	Iteration 10Q: 3 clusters Score -353453.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -353532.468750 Penalty: 830.017517
	Iteration 11Q: 3 clusters Score -353532.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -353602.312500 Penalty: 830.017517
	Iteration 12Q: 3 clusters Score -353602.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -353656.437500 Penalty: 830.017517
	Iteration 13Q: 3 clusters Score -353656.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -353694.531250 Penalty: 830.017517
	Iteration 14Q: 3 clusters Score -353694.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -353718.968750 Penalty: 830.017517
	Iteration 15Q: 3 clusters Score -353719 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -353739.281250 Penalty: 830.017517
	Iteration 16Q: 3 clusters Score -353739.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -353753.281250 Penalty: 830.017517
	Iteration 17Q: 3 clusters Score -353753.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -353765.375000 Penalty: 830.017517
	Iteration 18Q: 3 clusters Score -353765.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -353778.281250 Penalty: 830.017517
	Iteration 19Q: 3 clusters Score -353778.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -353792.343750 Penalty: 830.017517
	Iteration 20F: 3 clusters Score -353792.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -353806.750000 Penalty: 830.017517
	Iteration 21Q: 3 clusters Score -353806.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -353819.031250 Penalty: 830.017517
	Iteration 22Q: 3 clusters Score -353819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -353830.000000 Penalty: 830.017517
	Iteration 23Q: 3 clusters Score -353830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -353836.156250 Penalty: 830.017517
	Iteration 24Q: 3 clusters Score -353836.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -353838.937500 Penalty: 830.017517
	Iteration 25Q: 3 clusters Score -353838.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -353844.593750 Penalty: 830.017517
	Iteration 26Q: 3 clusters Score -353844.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -353852.750000 Penalty: 830.017517
	Iteration 27Q: 3 clusters Score -353852.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -353859.062500 Penalty: 830.017517
	Iteration 28Q: 3 clusters Score -353859.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -353868.000000 Penalty: 830.017517
	Iteration 29Q: 3 clusters Score -353868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -353872.968750 Penalty: 830.017517
	Iteration 30Q: 3 clusters Score -353873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -353877.062500 Penalty: 830.017517
	Iteration 31Q: 3 clusters Score -353877.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -353881.156250 Penalty: 830.017517
	Iteration 32Q: 3 clusters Score -353881.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -353883.687500 Penalty: 830.017517
	Iteration 33Q: 3 clusters Score -353883.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -353884.937500 Penalty: 830.017517
	Iteration 34Q: 3 clusters Score -353884.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -353885.750000 Penalty: 830.017517
	Iteration 35Q: 3 clusters Score -353885.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -353885.968750 Penalty: 830.017517
	Iteration 36Q: 3 clusters Score -353886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -353885.968750 Penalty: 830.017517
	Iteration 37F: 3 clusters Score -353886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (35026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Entering Unmasked Estep 
Score: -1514188.750000 Penalty: 476.105011
	Iteration 0F: 2 clusters Score -1514189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -1490734.375000 Penalty: 952.210022
	Iteration 0F: 3 clusters Score -1490734 nChanged 16868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1500862.375000 Penalty: 952.210022
	Iteration 1F: 3 clusters Score -1500862 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1501471.500000 Penalty: 952.210022
	Iteration 2Q: 3 clusters Score -1501472 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1502365.625000 Penalty: 952.210022
	Iteration 3F: 3 clusters Score -1502366 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1503690.250000 Penalty: 952.210022
	Iteration 4F: 3 clusters Score -1503690 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1505507.125000 Penalty: 952.210022
	Iteration 5F: 3 clusters Score -1505507 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1507334.375000 Penalty: 952.210022
	Iteration 6F: 3 clusters Score -1507334 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1508485.250000 Penalty: 952.210022
	Iteration 7F: 3 clusters Score -1508485 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1509117.875000 Penalty: 952.210022
	Iteration 8Q: 3 clusters Score -1509118 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1509564.375000 Penalty: 952.210022
	Iteration 9Q: 3 clusters Score -1509564 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1509972.125000 Penalty: 952.210022
	Iteration 10Q: 3 clusters Score -1509972 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1510354.750000 Penalty: 952.210022
	Iteration 11Q: 3 clusters Score -1510355 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1510802.000000 Penalty: 952.210022
	Iteration 12Q: 3 clusters Score -1510802 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1511207.375000 Penalty: 952.210022
	Iteration 13Q: 3 clusters Score -1511207 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1511579.250000 Penalty: 952.210022
	Iteration 14Q: 3 clusters Score -1511579 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1511879.250000 Penalty: 952.210022
	Iteration 15Q: 3 clusters Score -1511879 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1512229.250000 Penalty: 952.210022
	Iteration 16Q: 3 clusters Score -1512229 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1512559.750000 Penalty: 952.210022
	Iteration 17Q: 3 clusters Score -1512560 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1512820.500000 Penalty: 952.210022
	Iteration 18Q: 3 clusters Score -1512820 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1513025.250000 Penalty: 952.210022
	Iteration 19Q: 3 clusters Score -1513025 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1513196.500000 Penalty: 952.210022
	Iteration 20F: 3 clusters Score -1513196 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1513304.250000 Penalty: 952.210022
	Iteration 21Q: 3 clusters Score -1513304 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1513415.625000 Penalty: 952.210022
	Iteration 22Q: 3 clusters Score -1513416 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1513481.875000 Penalty: 952.210022
	Iteration 23Q: 3 clusters Score -1513482 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1513545.375000 Penalty: 952.210022
	Iteration 24Q: 3 clusters Score -1513545 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1513604.625000 Penalty: 952.210022
	Iteration 25Q: 3 clusters Score -1513605 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1513637.625000 Penalty: 952.210022
	Iteration 26Q: 3 clusters Score -1513638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1513661.750000 Penalty: 952.210022
	Iteration 27Q: 3 clusters Score -1513662 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1513680.750000 Penalty: 952.210022
	Iteration 28Q: 3 clusters Score -1513681 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1513695.250000 Penalty: 952.210022
	Iteration 29Q: 3 clusters Score -1513695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1513713.000000 Penalty: 952.210022
	Iteration 30Q: 3 clusters Score -1513713 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1513729.500000 Penalty: 952.210022
	Iteration 31Q: 3 clusters Score -1513730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1513735.625000 Penalty: 952.210022
	Iteration 32Q: 3 clusters Score -1513736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1513740.875000 Penalty: 952.210022
	Iteration 33Q: 3 clusters Score -1513741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1513750.250000 Penalty: 952.210022
	Iteration 34Q: 3 clusters Score -1513750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1513757.375000 Penalty: 952.210022
	Iteration 35Q: 3 clusters Score -1513757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1513765.375000 Penalty: 952.210022
	Iteration 36Q: 3 clusters Score -1513765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1513771.875000 Penalty: 952.210022
	Iteration 37Q: 3 clusters Score -1513772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1513779.125000 Penalty: 952.210022
	Iteration 38Q: 3 clusters Score -1513779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1513780.625000 Penalty: 952.210022
	Iteration 39Q: 3 clusters Score -1513781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1513782.625000 Penalty: 952.210022
	Iteration 40F: 3 clusters Score -1513783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1513784.500000 Penalty: 952.210022
	Iteration 41Q: 3 clusters Score -1513784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1513787.125000 Penalty: 952.210022
	Iteration 42Q: 3 clusters Score -1513787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1513793.750000 Penalty: 952.210022
	Iteration 43Q: 3 clusters Score -1513794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1513798.375000 Penalty: 952.210022
	Iteration 44Q: 3 clusters Score -1513798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1513802.125000 Penalty: 952.210022
	Iteration 45Q: 3 clusters Score -1513802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1513804.250000 Penalty: 952.210022
	Iteration 46Q: 3 clusters Score -1513804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1513805.875000 Penalty: 952.210022
	Iteration 47Q: 3 clusters Score -1513806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1513809.750000 Penalty: 952.210022
	Iteration 48Q: 3 clusters Score -1513810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1513811.375000 Penalty: 952.210022
	Iteration 49Q: 3 clusters Score -1513811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1513813.750000 Penalty: 952.210022
	Iteration 50Q: 3 clusters Score -1513814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1513815.000000 Penalty: 952.210022
	Iteration 51Q: 3 clusters Score -1513815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1513814.500000 Penalty: 952.210022
	Iteration 52Q: 3 clusters Score -1513814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1513814.125000 Penalty: 952.210022
	Iteration 53Q: 3 clusters Score -1513814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1513814.125000 Penalty: 952.210022
	Iteration 54F: 3 clusters Score -1513814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Entering Unmasked Estep 
Score: -131389.671875 Penalty: 369.877472
	Iteration 0F: 2 clusters Score -131389.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -129023.562500 Penalty: 739.754944
	Iteration 0F: 3 clusters Score -129023.6 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -129985.859375 Penalty: 739.754944
	Iteration 1F: 3 clusters Score -129985.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -130194.976562 Penalty: 739.754944
	Iteration 2F: 3 clusters Score -130195 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -130348.406250 Penalty: 739.754944
	Iteration 3F: 3 clusters Score -130348.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -130494.171875 Penalty: 739.754944
	Iteration 4F: 3 clusters Score -130494.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -130611.546875 Penalty: 739.754944
	Iteration 5Q: 3 clusters Score -130611.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -130691.679688 Penalty: 739.754944
	Iteration 6Q: 3 clusters Score -130691.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -130734.367188 Penalty: 739.754944
	Iteration 7Q: 3 clusters Score -130734.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -130760.632812 Penalty: 739.754944
	Iteration 8Q: 3 clusters Score -130760.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -130778.414062 Penalty: 739.754944
	Iteration 9Q: 3 clusters Score -130778.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -130798.632812 Penalty: 739.754944
	Iteration 10Q: 3 clusters Score -130798.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -130823.101562 Penalty: 739.754944
	Iteration 11Q: 3 clusters Score -130823.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -130854.421875 Penalty: 739.754944
	Iteration 12Q: 3 clusters Score -130854.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -130885.265625 Penalty: 739.754944
	Iteration 13Q: 3 clusters Score -130885.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -130918.632812 Penalty: 739.754944
	Iteration 14Q: 3 clusters Score -130918.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -130954.500000 Penalty: 739.754944
	Iteration 15Q: 3 clusters Score -130954.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -130973.421875 Penalty: 739.754944
	Iteration 16Q: 3 clusters Score -130973.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -130989.109375 Penalty: 739.754944
	Iteration 17Q: 3 clusters Score -130989.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -130999.609375 Penalty: 739.754944
	Iteration 18Q: 3 clusters Score -130999.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -131004.968750 Penalty: 739.754944
	Iteration 19Q: 3 clusters Score -131005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -131010.640625 Penalty: 739.754944
	Iteration 20F: 3 clusters Score -131010.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -131015.117188 Penalty: 739.754944
	Iteration 21Q: 3 clusters Score -131015.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -131018.085938 Penalty: 739.754944
	Iteration 22Q: 3 clusters Score -131018.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -131023.187500 Penalty: 739.754944
	Iteration 23Q: 3 clusters Score -131023.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -131027.695312 Penalty: 739.754944
	Iteration 24Q: 3 clusters Score -131027.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -131032.773438 Penalty: 739.754944
	Iteration 25Q: 3 clusters Score -131032.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -131036.843750 Penalty: 739.754944
	Iteration 26Q: 3 clusters Score -131036.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -131038.835938 Penalty: 739.754944
	Iteration 27Q: 3 clusters Score -131038.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -131041.000000 Penalty: 739.754944
	Iteration 28Q: 3 clusters Score -131041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -131043.203125 Penalty: 739.754944
	Iteration 29Q: 3 clusters Score -131043.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -131044.679688 Penalty: 739.754944
	Iteration 30Q: 3 clusters Score -131044.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -131046.687500 Penalty: 739.754944
	Iteration 31Q: 3 clusters Score -131046.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -131048.742188 Penalty: 739.754944
	Iteration 32Q: 3 clusters Score -131048.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -131050.921875 Penalty: 739.754944
	Iteration 33Q: 3 clusters Score -131050.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -131052.335938 Penalty: 739.754944
	Iteration 34Q: 3 clusters Score -131052.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -131052.703125 Penalty: 739.754944
	Iteration 35Q: 3 clusters Score -131052.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -131053.343750 Penalty: 739.754944
	Iteration 36Q: 3 clusters Score -131053.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -131054.906250 Penalty: 739.754944
	Iteration 37Q: 3 clusters Score -131054.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -131059.468750 Penalty: 739.754944
	Iteration 38Q: 3 clusters Score -131059.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -131062.984375 Penalty: 739.754944
	Iteration 39Q: 3 clusters Score -131063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -131066.578125 Penalty: 739.754944
	Iteration 40F: 3 clusters Score -131066.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -131068.273438 Penalty: 739.754944
	Iteration 41Q: 3 clusters Score -131068.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -131068.960938 Penalty: 739.754944
	Iteration 42Q: 3 clusters Score -131069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -131069.835938 Penalty: 739.754944
	Iteration 43Q: 3 clusters Score -131069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -131071.203125 Penalty: 739.754944
	Iteration 44Q: 3 clusters Score -131071.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -131071.242188 Penalty: 739.754944
	Iteration 45Q: 3 clusters Score -131071.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -131072.625000 Penalty: 739.754944
	Iteration 46Q: 3 clusters Score -131072.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -131074.453125 Penalty: 739.754944
	Iteration 47Q: 3 clusters Score -131074.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -131075.828125 Penalty: 739.754944
	Iteration 48Q: 3 clusters Score -131075.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -131075.828125 Penalty: 739.754944
	Iteration 49F: 3 clusters Score -131075.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Entering Unmasked Estep 
Score: -54133.316406 Penalty: 334.506897
	Iteration 0F: 2 clusters Score -54133.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -53003.335938 Penalty: 669.013794
	Iteration 0F: 3 clusters Score -53003.34 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -53479.042969 Penalty: 669.013794
	Iteration 1F: 3 clusters Score -53479.04 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -53542.746094 Penalty: 669.013794
	Iteration 2F: 3 clusters Score -53542.75 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -53591.527344 Penalty: 669.013794
	Iteration 3Q: 3 clusters Score -53591.53 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -53645.632812 Penalty: 669.013794
	Iteration 4Q: 3 clusters Score -53645.63 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -53711.503906 Penalty: 669.013794
	Iteration 5Q: 3 clusters Score -53711.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -53791.707031 Penalty: 669.013794
	Iteration 6Q: 3 clusters Score -53791.71 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -53839.703125 Penalty: 669.013794
	Iteration 7Q: 3 clusters Score -53839.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -53895.738281 Penalty: 669.013794
	Iteration 8Q: 3 clusters Score -53895.74 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -53967.097656 Penalty: 669.013794
	Iteration 9Q: 3 clusters Score -53967.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -54011.839844 Penalty: 669.013794
	Iteration 10Q: 3 clusters Score -54011.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -54051.300781 Penalty: 669.013794
	Iteration 11Q: 3 clusters Score -54051.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -54072.894531 Penalty: 669.013794
	Iteration 12Q: 3 clusters Score -54072.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -54093.710938 Penalty: 669.013794
	Iteration 13Q: 3 clusters Score -54093.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -54108.781250 Penalty: 669.013794
	Iteration 14Q: 3 clusters Score -54108.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -54121.871094 Penalty: 669.013794
	Iteration 15Q: 3 clusters Score -54121.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -54134.472656 Penalty: 669.013794
	Iteration 16Q: 3 clusters Score -54134.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -54142.062500 Penalty: 669.013794
	Iteration 17Q: 3 clusters Score -54142.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -54147.382812 Penalty: 669.013794
	Iteration 18Q: 3 clusters Score -54147.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -54149.511719 Penalty: 669.013794
	Iteration 19Q: 3 clusters Score -54149.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -54158.730469 Penalty: 669.013794
	Iteration 20F: 3 clusters Score -54158.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -54159.957031 Penalty: 669.013794
	Iteration 21Q: 3 clusters Score -54159.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -54160.589844 Penalty: 669.013794
	Iteration 22Q: 3 clusters Score -54160.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -54161.140625 Penalty: 669.013794
	Iteration 23Q: 3 clusters Score -54161.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -54161.140625 Penalty: 669.013794
	Iteration 24F: 3 clusters Score -54161.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 160799 members 
Mstep: Class 5 contains 13068 members 
Mstep: Class 6 contains 3315 members 
Mstep: Class 7 contains 7387 members 
Mstep: Class 8 contains 4388 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 6002 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2442 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 300881 members 
Mstep: Class 16 contains 58747 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 662 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 5601 members 
Mstep: Class 22 contains 15714 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 2132 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 1639 members 
Mstep: Class 27 contains 3900 members 
Mstep: Class 28 contains 3361 members 
Mstep: Class 29 contains 9146 members 
Mstep: Class 30 contains 35026 members 
Mstep: Class 31 contains 3392 members 
Mstep: Class 32 contains 310 members 
Mstep: Class 33 contains 1004 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 604 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4526 members 
Mstep: Class 38 contains 26016 members 
Mstep: Class 39 contains 1249 members 
Entering Unmasked Estep 
Score: -28346452.000000 Penalty: 23957.166016
Splitting cluster 32 changes total score from -28346722.000000 to -28346452.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -34378.195312 Penalty: 314.484497
	Iteration 0F: 2 clusters Score -34378.2 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 508 members 
Entering Unmasked Estep 
Score: -33567.230469 Penalty: 628.968994
	Iteration 0F: 3 clusters Score -33567.23 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -33907.714844 Penalty: 628.968994
	Iteration 1F: 3 clusters Score -33907.71 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -34068.000000 Penalty: 628.968994
	Iteration 2F: 3 clusters Score -34068 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -34205.281250 Penalty: 628.968994
	Iteration 3F: 3 clusters Score -34205.28 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -34288.671875 Penalty: 628.968994
	Iteration 4F: 3 clusters Score -34288.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -34341.593750 Penalty: 628.968994
	Iteration 5Q: 3 clusters Score -34341.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -34357.269531 Penalty: 628.968994
	Iteration 6Q: 3 clusters Score -34357.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -34369.824219 Penalty: 628.968994
	Iteration 7Q: 3 clusters Score -34369.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -34375.035156 Penalty: 628.968994
	Iteration 8Q: 3 clusters Score -34375.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -34386.441406 Penalty: 628.968994
	Iteration 9Q: 3 clusters Score -34386.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -34405.265625 Penalty: 628.968994
	Iteration 10Q: 3 clusters Score -34405.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -34425.441406 Penalty: 628.968994
	Iteration 11Q: 3 clusters Score -34425.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -34440.687500 Penalty: 628.968994
	Iteration 12Q: 3 clusters Score -34440.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -34453.855469 Penalty: 628.968994
	Iteration 13Q: 3 clusters Score -34453.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -34459.343750 Penalty: 628.968994
	Iteration 14Q: 3 clusters Score -34459.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -34462.070312 Penalty: 628.968994
	Iteration 15Q: 3 clusters Score -34462.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -34465.015625 Penalty: 628.968994
	Iteration 16Q: 3 clusters Score -34465.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -34467.171875 Penalty: 628.968994
	Iteration 17Q: 3 clusters Score -34467.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -34471.226562 Penalty: 628.968994
	Iteration 18Q: 3 clusters Score -34471.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -34475.910156 Penalty: 628.968994
	Iteration 19Q: 3 clusters Score -34475.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -34479.250000 Penalty: 628.968994
	Iteration 20F: 3 clusters Score -34479.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -34481.593750 Penalty: 628.968994
	Iteration 21Q: 3 clusters Score -34481.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -34481.867188 Penalty: 628.968994
	Iteration 22Q: 3 clusters Score -34481.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -34481.867188 Penalty: 628.968994
	Iteration 23F: 3 clusters Score -34481.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 160799 members 
Mstep: Class 5 contains 13068 members 
Mstep: Class 6 contains 3315 members 
Mstep: Class 7 contains 7387 members 
Mstep: Class 8 contains 4388 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 6002 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2442 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 300881 members 
Mstep: Class 16 contains 58747 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 662 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 5601 members 
Mstep: Class 22 contains 15714 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 2132 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 1639 members 
Mstep: Class 27 contains 3900 members 
Mstep: Class 28 contains 3361 members 
Mstep: Class 29 contains 9146 members 
Mstep: Class 30 contains 35026 members 
Mstep: Class 31 contains 3392 members 
Mstep: Class 32 contains 1559 members 
Mstep: Class 33 contains 512 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 604 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4526 members 
Mstep: Class 38 contains 26016 members 
Mstep: Class 39 contains 492 members 
Entering Unmasked Estep 
Score: -28346568.000000 Penalty: 23957.166016
Splitting cluster 33 changes total score from -28346722.000000 to -28346568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (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: -48736.179688 Penalty: 327.856384
	Iteration 0F: 2 clusters Score -48736.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -47734.796875 Penalty: 655.712769
	Iteration 0F: 3 clusters Score -47734.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -48095.101562 Penalty: 655.712769
	Iteration 1F: 3 clusters Score -48095.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -48199.546875 Penalty: 655.712769
	Iteration 2F: 3 clusters Score -48199.55 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -48275.207031 Penalty: 655.712769
	Iteration 3F: 3 clusters Score -48275.21 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -48332.109375 Penalty: 655.712769
	Iteration 4F: 3 clusters Score -48332.11 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -48379.847656 Penalty: 655.712769
	Iteration 5Q: 3 clusters Score -48379.85 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -48413.511719 Penalty: 655.712769
	Iteration 6Q: 3 clusters Score -48413.51 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -48446.128906 Penalty: 655.712769
	Iteration 7Q: 3 clusters Score -48446.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -48462.546875 Penalty: 655.712769
	Iteration 8Q: 3 clusters Score -48462.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -48471.761719 Penalty: 655.712769
	Iteration 9Q: 3 clusters Score -48471.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -48478.855469 Penalty: 655.712769
	Iteration 10Q: 3 clusters Score -48478.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -48483.875000 Penalty: 655.712769
	Iteration 11Q: 3 clusters Score -48483.88 nChanged 9
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: -48487.281250 Penalty: 655.712769
	Iteration 12Q: 3 clusters Score -48487.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -48491.359375 Penalty: 655.712769
	Iteration 13Q: 3 clusters Score -48491.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -48494.890625 Penalty: 655.712769
	Iteration 14Q: 3 clusters Score -48494.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -48497.332031 Penalty: 655.712769
	Iteration 15Q: 3 clusters Score -48497.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -48498.871094 Penalty: 655.712769
	Iteration 16Q: 3 clusters Score -48498.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -48501.628906 Penalty: 655.712769
	Iteration 17Q: 3 clusters Score -48501.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -48505.125000 Penalty: 655.712769
	Iteration 18Q: 3 clusters Score -48505.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -48509.289062 Penalty: 655.712769
	Iteration 19Q: 3 clusters Score -48509.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -48513.109375 Penalty: 655.712769
	Iteration 20F: 3 clusters Score -48513.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -48515.289062 Penalty: 655.712769
	Iteration 21Q: 3 clusters Score -48515.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -48516.371094 Penalty: 655.712769
	Iteration 22Q: 3 clusters Score -48516.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -48516.992188 Penalty: 655.712769
	Iteration 23Q: 3 clusters Score -48516.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -48517.363281 Penalty: 655.712769
	Iteration 24Q: 3 clusters Score -48517.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -48518.324219 Penalty: 655.712769
	Iteration 25Q: 3 clusters Score -48518.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -48519.863281 Penalty: 655.712769
	Iteration 26Q: 3 clusters Score -48519.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -48521.269531 Penalty: 655.712769
	Iteration 27Q: 3 clusters Score -48521.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -48522.257812 Penalty: 655.712769
	Iteration 28Q: 3 clusters Score -48522.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -48522.359375 Penalty: 655.712769
	Iteration 29Q: 3 clusters Score -48522.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -48522.359375 Penalty: 655.712769
	Iteration 30F: 3 clusters Score -48522.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -19307.818359 Penalty: 291.362610
	Iteration 0F: 2 clusters Score -19307.82 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 294 members 
Entering Unmasked Estep 
Score: -18779.914062 Penalty: 582.725220
	Iteration 0F: 3 clusters Score -18779.91 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19025.132812 Penalty: 582.725220
	Iteration 1F: 3 clusters Score -19025.13 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19202.404297 Penalty: 582.725220
	Iteration 2F: 3 clusters Score -19202.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19331.144531 Penalty: 582.725220
	Iteration 3F: 3 clusters Score -19331.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19444.677734 Penalty: 582.725220
	Iteration 4F: 3 clusters Score -19444.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19524.281250 Penalty: 582.725220
	Iteration 5F: 3 clusters Score -19524.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19549.564453 Penalty: 582.725220
	Iteration 6Q: 3 clusters Score -19549.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19576.412109 Penalty: 582.725220
	Iteration 7Q: 3 clusters Score -19576.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19595.142578 Penalty: 582.725220
	Iteration 8Q: 3 clusters Score -19595.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19605.472656 Penalty: 582.725220
	Iteration 9Q: 3 clusters Score -19605.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19608.351562 Penalty: 582.725220
	Iteration 10Q: 3 clusters Score -19608.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19610.658203 Penalty: 582.725220
	Iteration 11Q: 3 clusters Score -19610.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19611.404297 Penalty: 582.725220
	Iteration 12Q: 3 clusters Score -19611.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19612.556641 Penalty: 582.725220
	Iteration 13Q: 3 clusters Score -19612.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19613.292969 Penalty: 582.725220
	Iteration 14Q: 3 clusters Score -19613.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19613.292969 Penalty: 582.725220
	Iteration 15F: 3 clusters Score -19613.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 160799 members 
Mstep: Class 5 contains 13068 members 
Mstep: Class 6 contains 3315 members 
Mstep: Class 7 contains 7387 members 
Mstep: Class 8 contains 4388 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 6002 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2442 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 300881 members 
Mstep: Class 16 contains 58747 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 662 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 5601 members 
Mstep: Class 22 contains 15714 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 2132 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 1639 members 
Mstep: Class 27 contains 3900 members 
Mstep: Class 28 contains 3361 members 
Mstep: Class 29 contains 9146 members 
Mstep: Class 30 contains 35026 members 
Mstep: Class 31 contains 3392 members 
Mstep: Class 32 contains 1559 members 
Mstep: Class 33 contains 1004 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 407 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4526 members 
Mstep: Class 38 contains 26016 members 
Mstep: Class 39 contains 197 members 
Entering Unmasked Estep 
Score: -28346732.000000 Penalty: 23957.166016
Splitting cluster 35 changes total score from -28346722.000000 to -28346732.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 36 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -24016.964844 Penalty: 292.698761
	Iteration 0F: 2 clusters Score -24016.96 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 302 members 
Entering Unmasked Estep 
Score: -23434.089844 Penalty: 585.397522
	Iteration 0F: 3 clusters Score -23434.09 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -23563.673828 Penalty: 585.397522
	Iteration 1F: 3 clusters Score -23563.67 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23603.552734 Penalty: 585.397522
	Iteration 2F: 3 clusters Score -23603.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23626.521484 Penalty: 585.397522
	Iteration 3Q: 3 clusters Score -23626.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23640.853516 Penalty: 585.397522
	Iteration 4Q: 3 clusters Score -23640.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23652.292969 Penalty: 585.397522
	Iteration 5Q: 3 clusters Score -23652.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23664.121094 Penalty: 585.397522
	Iteration 6Q: 3 clusters Score -23664.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23674.824219 Penalty: 585.397522
	Iteration 7Q: 3 clusters Score -23674.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23681.703125 Penalty: 585.397522
	Iteration 8Q: 3 clusters Score -23681.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23684.527344 Penalty: 585.397522
	Iteration 9Q: 3 clusters Score -23684.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23689.474609 Penalty: 585.397522
	Iteration 10Q: 3 clusters Score -23689.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -23698.865234 Penalty: 585.397522
	Iteration 11Q: 3 clusters Score -23698.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23713.093750 Penalty: 585.397522
	Iteration 12Q: 3 clusters Score -23713.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -23724.351562 Penalty: 585.397522
	Iteration 13Q: 3 clusters Score -23724.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23728.792969 Penalty: 585.397522
	Iteration 14Q: 3 clusters Score -23728.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23733.994141 Penalty: 585.397522
	Iteration 15Q: 3 clusters Score -23733.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23736.660156 Penalty: 585.397522
	Iteration 16Q: 3 clusters Score -23736.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23738.179688 Penalty: 585.397522
	Iteration 17Q: 3 clusters Score -23738.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23740.035156 Penalty: 585.397522
	Iteration 18Q: 3 clusters Score -23740.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23741.818359 Penalty: 585.397522
	Iteration 19Q: 3 clusters Score -23741.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23742.826172 Penalty: 585.397522
	Iteration 20F: 3 clusters Score -23742.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Entering Unmasked Estep 
Score: -178432.968750 Penalty: 383.000519
	Iteration 0F: 2 clusters Score -178433 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 2212 members 
Entering Unmasked Estep 
Score: -175312.093750 Penalty: 766.001038
	Iteration 0F: 3 clusters Score -175312.1 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -176604.296875 Penalty: 766.001038
	Iteration 1F: 3 clusters Score -176604.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -176830.531250 Penalty: 766.001038
	Iteration 2F: 3 clusters Score -176830.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -177092.546875 Penalty: 766.001038
	Iteration 3F: 3 clusters Score -177092.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -177398.843750 Penalty: 766.001038
	Iteration 4F: 3 clusters Score -177398.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -177672.281250 Penalty: 766.001038
	Iteration 5F: 3 clusters Score -177672.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -177891.250000 Penalty: 766.001038
	Iteration 6F: 3 clusters Score -177891.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -178004.890625 Penalty: 766.001038
	Iteration 7Q: 3 clusters Score -178004.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -178061.953125 Penalty: 766.001038
	Iteration 8Q: 3 clusters Score -178062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -178098.937500 Penalty: 766.001038
	Iteration 9Q: 3 clusters Score -178098.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -178113.734375 Penalty: 766.001038
	Iteration 10Q: 3 clusters Score -178113.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -178120.171875 Penalty: 766.001038
	Iteration 11Q: 3 clusters Score -178120.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -178130.093750 Penalty: 766.001038
	Iteration 12Q: 3 clusters Score -178130.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -178135.484375 Penalty: 766.001038
	Iteration 13Q: 3 clusters Score -178135.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -178138.609375 Penalty: 766.001038
	Iteration 14Q: 3 clusters Score -178138.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -178138.953125 Penalty: 766.001038
	Iteration 15Q: 3 clusters Score -178139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -178138.953125 Penalty: 766.001038
	Iteration 16F: 3 clusters Score -178139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Entering Unmasked Estep 
Score: -995007.125000 Penalty: 462.574249
	Iteration 0F: 2 clusters Score -995007.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -977621.250000 Penalty: 925.148499
	Iteration 0F: 3 clusters Score -977621.2 nChanged 12449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -985201.750000 Penalty: 925.148499
	Iteration 1F: 3 clusters Score -985201.8 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -986100.437500 Penalty: 925.148499
	Iteration 2F: 3 clusters Score -986100.4 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -987479.187500 Penalty: 925.148499
	Iteration 3F: 3 clusters Score -987479.2 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -989276.312500 Penalty: 925.148499
	Iteration 4F: 3 clusters Score -989276.3 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -991030.187500 Penalty: 925.148499
	Iteration 5F: 3 clusters Score -991030.2 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -992302.437500 Penalty: 925.148499
	Iteration 6F: 3 clusters Score -992302.4 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -993146.437500 Penalty: 925.148499
	Iteration 7Q: 3 clusters Score -993146.4 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -993743.687500 Penalty: 925.148499
	Iteration 8Q: 3 clusters Score -993743.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -994143.875000 Penalty: 925.148499
	Iteration 9Q: 3 clusters Score -994143.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -994395.062500 Penalty: 925.148499
	Iteration 10Q: 3 clusters Score -994395.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -994535.187500 Penalty: 925.148499
	Iteration 11Q: 3 clusters Score -994535.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -994617.875000 Penalty: 925.148499
	Iteration 12Q: 3 clusters Score -994617.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -994657.875000 Penalty: 925.148499
	Iteration 13Q: 3 clusters Score -994657.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -994697.625000 Penalty: 925.148499
	Iteration 14Q: 3 clusters Score -994697.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -994738.812500 Penalty: 925.148499
	Iteration 15Q: 3 clusters Score -994738.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -994785.875000 Penalty: 925.148499
	Iteration 16Q: 3 clusters Score -994785.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -994798.750000 Penalty: 925.148499
	Iteration 17Q: 3 clusters Score -994798.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -994812.375000 Penalty: 925.148499
	Iteration 18Q: 3 clusters Score -994812.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -994822.687500 Penalty: 925.148499
	Iteration 19Q: 3 clusters Score -994822.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -994835.375000 Penalty: 925.148499
	Iteration 20F: 3 clusters Score -994835.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -994842.625000 Penalty: 925.148499
	Iteration 21Q: 3 clusters Score -994842.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -994851.562500 Penalty: 925.148499
	Iteration 22Q: 3 clusters Score -994851.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -994852.500000 Penalty: 925.148499
	Iteration 23Q: 3 clusters Score -994852.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -994855.750000 Penalty: 925.148499
	Iteration 24Q: 3 clusters Score -994855.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -994857.687500 Penalty: 925.148499
	Iteration 25Q: 3 clusters Score -994857.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -994857.687500 Penalty: 925.148499
	Iteration 26F: 3 clusters Score -994857.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 160799 members 
Mstep: Class 5 contains 13068 members 
Mstep: Class 6 contains 3315 members 
Mstep: Class 7 contains 7387 members 
Mstep: Class 8 contains 4388 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 6002 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2442 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 300881 members 
Mstep: Class 16 contains 58747 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 662 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 5601 members 
Mstep: Class 22 contains 15714 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 2132 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 1639 members 
Mstep: Class 27 contains 3900 members 
Mstep: Class 28 contains 3361 members 
Mstep: Class 29 contains 9146 members 
Mstep: Class 30 contains 35026 members 
Mstep: Class 31 contains 3392 members 
Mstep: Class 32 contains 1559 members 
Mstep: Class 33 contains 1004 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 407 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4526 members 
Mstep: Class 38 contains 26016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346906.000000 Penalty: 23957.166016
Iteration 119Q: 40 clusters Score -2.834691e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 160759 members 
Mstep: Class 5 contains 13071 members 
Mstep: Class 6 contains 3312 members 
Mstep: Class 7 contains 7349 members 
Mstep: Class 8 contains 4396 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 6000 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26548 members 
Mstep: Class 13 contains 2428 members 
Mstep: Class 14 contains 7284 members 
Mstep: Class 15 contains 300870 members 
Mstep: Class 16 contains 58786 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 669 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 1480 members 
Mstep: Class 21 contains 5589 members 
Mstep: Class 22 contains 15755 members 
Mstep: Class 23 contains 925 members 
Mstep: Class 24 contains 2116 members 
Mstep: Class 25 contains 727 members 
Mstep: Class 26 contains 1633 members 
Mstep: Class 27 contains 3897 members 
Mstep: Class 28 contains 3361 members 
Mstep: Class 29 contains 9148 members 
Mstep: Class 30 contains 35063 members 
Mstep: Class 31 contains 3394 members 
Mstep: Class 32 contains 1521 members 
Mstep: Class 33 contains 1004 members 
Mstep: Class 34 contains 1353 members 
Mstep: Class 35 contains 486 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4525 members 
Mstep: Class 38 contains 26026 members 
Mstep: Class 39 contains 166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347258.000000 Penalty: 23957.166016
Iteration 120F: 40 clusters Score -2.834726e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1338 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 160715 members 
Mstep: Class 5 contains 13074 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 7 contains 7319 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 5997 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 26552 members 
Mstep: Class 13 contains 2420 members 
Mstep: Class 14 contains 7297 members 
Mstep: Class 15 contains 300851 members 
Mstep: Class 16 contains 58805 members 
Mstep: Class 17 contains 521 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1470 members 
Mstep: Class 21 contains 5579 members 
Mstep: Class 22 contains 15807 members 
Mstep: Class 23 contains 925 members 
Mstep: Class 24 contains 2104 members 
Mstep: Class 25 contains 734 members 
Mstep: Class 26 contains 1628 members 
Mstep: Class 27 contains 3885 members 
Mstep: Class 28 contains 3361 members 
Mstep: Class 29 contains 9147 members 
Mstep: Class 30 contains 35108 members 
Mstep: Class 31 contains 3403 members 
Mstep: Class 32 contains 1536 members 
Mstep: Class 33 contains 1003 members 
Mstep: Class 34 contains 1325 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4528 members 
Mstep: Class 38 contains 26026 members 
Mstep: Class 39 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347504.000000 Penalty: 23957.166016
Iteration 121Q: 40 clusters Score -2.83475e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 160683 members 
Mstep: Class 5 contains 13079 members 
Mstep: Class 6 contains 3299 members 
Mstep: Class 7 contains 7292 members 
Mstep: Class 8 contains 4404 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 5992 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 26552 members 
Mstep: Class 13 contains 2399 members 
Mstep: Class 14 contains 7300 members 
Mstep: Class 15 contains 300838 members 
Mstep: Class 16 contains 58818 members 
Mstep: Class 17 contains 512 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1455 members 
Mstep: Class 21 contains 5582 members 
Mstep: Class 22 contains 15854 members 
Mstep: Class 23 contains 924 members 
Mstep: Class 24 contains 2083 members 
Mstep: Class 25 contains 746 members 
Mstep: Class 26 contains 1624 members 
Mstep: Class 27 contains 3881 members 
Mstep: Class 28 contains 3361 members 
Mstep: Class 29 contains 9152 members 
Mstep: Class 30 contains 35151 members 
Mstep: Class 31 contains 3418 members 
Mstep: Class 32 contains 1553 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 602 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4528 members 
Mstep: Class 38 contains 26031 members 
Mstep: Class 39 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347716.000000 Penalty: 23957.166016
Iteration 122Q: 40 clusters Score -2.834772e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 1433 members 
Mstep: Class 4 contains 160640 members 
Mstep: Class 5 contains 13088 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 7269 members 
Mstep: Class 8 contains 4406 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 5989 members 
Mstep: Class 11 contains 6289 members 
Mstep: Class 12 contains 26556 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 7304 members 
Mstep: Class 15 contains 300828 members 
Mstep: Class 16 contains 58833 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5589 members 
Mstep: Class 22 contains 15894 members 
Mstep: Class 23 contains 924 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 760 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 3873 members 
Mstep: Class 28 contains 3361 members 
Mstep: Class 29 contains 9153 members 
Mstep: Class 30 contains 35185 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 1564 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 1295 members 
Mstep: Class 35 contains 634 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4528 members 
Mstep: Class 38 contains 26033 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347786.000000 Penalty: 23957.166016
Iteration 123Q: 40 clusters Score -2.834779e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1285 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 160598 members 
Mstep: Class 5 contains 13101 members 
Mstep: Class 6 contains 3288 members 
Mstep: Class 7 contains 7249 members 
Mstep: Class 8 contains 4406 members 
Mstep: Class 9 contains 3558 members 
Mstep: Class 10 contains 5980 members 
Mstep: Class 11 contains 6289 members 
Mstep: Class 12 contains 26565 members 
Mstep: Class 13 contains 2375 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 300815 members 
Mstep: Class 16 contains 58852 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 1416 members 
Mstep: Class 21 contains 5592 members 
Mstep: Class 22 contains 15927 members 
Mstep: Class 23 contains 922 members 
Mstep: Class 24 contains 2039 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 3859 members 
Mstep: Class 28 contains 3361 members 
Mstep: Class 29 contains 9154 members 
Mstep: Class 30 contains 35223 members 
Mstep: Class 31 contains 3434 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 1290 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4526 members 
Mstep: Class 38 contains 26045 members 
Mstep: Class 39 contains 172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347804.000000 Penalty: 23957.166016
Iteration 124Q: 40 clusters Score -2.83478e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 160570 members 
Mstep: Class 5 contains 13108 members 
Mstep: Class 6 contains 3284 members 
Mstep: Class 7 contains 7226 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 3557 members 
Mstep: Class 10 contains 5976 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 26566 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 300800 members 
Mstep: Class 16 contains 58870 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 5587 members 
Mstep: Class 22 contains 15957 members 
Mstep: Class 23 contains 922 members 
Mstep: Class 24 contains 2027 members 
Mstep: Class 25 contains 795 members 
Mstep: Class 26 contains 1611 members 
Mstep: Class 27 contains 3846 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9155 members 
Mstep: Class 30 contains 35254 members 
Mstep: Class 31 contains 3445 members 
Mstep: Class 32 contains 1585 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 1291 members 
Mstep: Class 35 contains 696 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4521 members 
Mstep: Class 38 contains 26047 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347796.000000 Penalty: 23957.166016
Iteration 125Q: 40 clusters Score -2.83478e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 160548 members 
Mstep: Class 5 contains 13113 members 
Mstep: Class 6 contains 3280 members 
Mstep: Class 7 contains 7209 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 3557 members 
Mstep: Class 10 contains 5975 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 26573 members 
Mstep: Class 13 contains 2352 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 300795 members 
Mstep: Class 16 contains 58887 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 1388 members 
Mstep: Class 21 contains 5578 members 
Mstep: Class 22 contains 15969 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 801 members 
Mstep: Class 26 contains 1609 members 
Mstep: Class 27 contains 3836 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9155 members 
Mstep: Class 30 contains 35283 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 1291 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4520 members 
Mstep: Class 38 contains 26044 members 
Mstep: Class 39 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347902.000000 Penalty: 23957.166016
Iteration 126Q: 40 clusters Score -2.83479e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1263 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 160521 members 
Mstep: Class 5 contains 13118 members 
Mstep: Class 6 contains 3280 members 
Mstep: Class 7 contains 7183 members 
Mstep: Class 8 contains 4420 members 
Mstep: Class 9 contains 3556 members 
Mstep: Class 10 contains 5974 members 
Mstep: Class 11 contains 6289 members 
Mstep: Class 12 contains 26579 members 
Mstep: Class 13 contains 2350 members 
Mstep: Class 14 contains 7332 members 
Mstep: Class 15 contains 300776 members 
Mstep: Class 16 contains 58905 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 645 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 5569 members 
Mstep: Class 22 contains 15987 members 
Mstep: Class 23 contains 918 members 
Mstep: Class 24 contains 2000 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 1607 members 
Mstep: Class 27 contains 3830 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9155 members 
Mstep: Class 30 contains 35309 members 
Mstep: Class 31 contains 3464 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 1294 members 
Mstep: Class 35 contains 744 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4520 members 
Mstep: Class 38 contains 26044 members 
Mstep: Class 39 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347920.000000 Penalty: 23957.166016
Iteration 127Q: 40 clusters Score -2.834792e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1259 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 160488 members 
Mstep: Class 5 contains 13124 members 
Mstep: Class 6 contains 3275 members 
Mstep: Class 7 contains 7153 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 3554 members 
Mstep: Class 10 contains 5974 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 26583 members 
Mstep: Class 13 contains 2349 members 
Mstep: Class 14 contains 7333 members 
Mstep: Class 15 contains 300755 members 
Mstep: Class 16 contains 58919 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 646 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 5567 members 
Mstep: Class 22 contains 16012 members 
Mstep: Class 23 contains 918 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 809 members 
Mstep: Class 26 contains 1606 members 
Mstep: Class 27 contains 3827 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9154 members 
Mstep: Class 30 contains 35343 members 
Mstep: Class 31 contains 3471 members 
Mstep: Class 32 contains 1571 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 775 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4518 members 
Mstep: Class 38 contains 26042 members 
Mstep: Class 39 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347970.000000 Penalty: 23957.166016
Iteration 128Q: 40 clusters Score -2.834797e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1253 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 160459 members 
Mstep: Class 5 contains 13121 members 
Mstep: Class 6 contains 3273 members 
Mstep: Class 7 contains 7126 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 3554 members 
Mstep: Class 10 contains 5973 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 26584 members 
Mstep: Class 13 contains 2345 members 
Mstep: Class 14 contains 7337 members 
Mstep: Class 15 contains 300744 members 
Mstep: Class 16 contains 58934 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 644 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 5560 members 
Mstep: Class 22 contains 16042 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 1988 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 1604 members 
Mstep: Class 27 contains 3821 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9154 members 
Mstep: Class 30 contains 35374 members 
Mstep: Class 31 contains 3478 members 
Mstep: Class 32 contains 1556 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 1295 members 
Mstep: Class 35 contains 814 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4518 members 
Mstep: Class 38 contains 26041 members 
Mstep: Class 39 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348066.000000 Penalty: 23957.166016
Iteration 129Q: 40 clusters Score -2.834807e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1250 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 160424 members 
Mstep: Class 5 contains 13118 members 
Mstep: Class 6 contains 3271 members 
Mstep: Class 7 contains 7095 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 3554 members 
Mstep: Class 10 contains 5969 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 26583 members 
Mstep: Class 13 contains 2340 members 
Mstep: Class 14 contains 7330 members 
Mstep: Class 15 contains 300738 members 
Mstep: Class 16 contains 58953 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 644 members 
Mstep: Class 19 contains 3464 members 
Mstep: Class 20 contains 1356 members 
Mstep: Class 21 contains 5561 members 
Mstep: Class 22 contains 16065 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 809 members 
Mstep: Class 26 contains 1603 members 
Mstep: Class 27 contains 3817 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9156 members 
Mstep: Class 30 contains 35409 members 
Mstep: Class 31 contains 3481 members 
Mstep: Class 32 contains 1533 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1296 members 
Mstep: Class 35 contains 849 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4516 members 
Mstep: Class 38 contains 26047 members 
Mstep: Class 39 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348086.000000 Penalty: 23957.166016
Iteration 130Q: 40 clusters Score -2.834809e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1242 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 160390 members 
Mstep: Class 5 contains 13116 members 
Mstep: Class 6 contains 3273 members 
Mstep: Class 7 contains 7065 members 
Mstep: Class 8 contains 4435 members 
Mstep: Class 9 contains 3553 members 
Mstep: Class 10 contains 5967 members 
Mstep: Class 11 contains 6289 members 
Mstep: Class 12 contains 26583 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 300725 members 
Mstep: Class 16 contains 58974 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 646 members 
Mstep: Class 19 contains 3466 members 
Mstep: Class 20 contains 1349 members 
Mstep: Class 21 contains 5560 members 
Mstep: Class 22 contains 16088 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 1988 members 
Mstep: Class 25 contains 810 members 
Mstep: Class 26 contains 1602 members 
Mstep: Class 27 contains 3815 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9154 members 
Mstep: Class 30 contains 35447 members 
Mstep: Class 31 contains 3485 members 
Mstep: Class 32 contains 1515 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 872 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4517 members 
Mstep: Class 38 contains 26052 members 
Mstep: Class 39 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348168.000000 Penalty: 23957.166016
Iteration 131Q: 40 clusters Score -2.834817e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 160359 members 
Mstep: Class 5 contains 13116 members 
Mstep: Class 6 contains 3277 members 
Mstep: Class 7 contains 7034 members 
Mstep: Class 8 contains 4437 members 
Mstep: Class 9 contains 3552 members 
Mstep: Class 10 contains 5965 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 26587 members 
Mstep: Class 13 contains 2326 members 
Mstep: Class 14 contains 7325 members 
Mstep: Class 15 contains 300721 members 
Mstep: Class 16 contains 58992 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 646 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 20 contains 1344 members 
Mstep: Class 21 contains 5561 members 
Mstep: Class 22 contains 16108 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 3804 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9154 members 
Mstep: Class 30 contains 35478 members 
Mstep: Class 31 contains 3487 members 
Mstep: Class 32 contains 1498 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 899 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4517 members 
Mstep: Class 38 contains 26062 members 
Mstep: Class 39 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348216.000000 Penalty: 23957.166016
Iteration 132Q: 40 clusters Score -2.834822e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 160333 members 
Mstep: Class 5 contains 13115 members 
Mstep: Class 6 contains 3279 members 
Mstep: Class 7 contains 6988 members 
Mstep: Class 8 contains 4437 members 
Mstep: Class 9 contains 3552 members 
Mstep: Class 10 contains 5965 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 26588 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 300719 members 
Mstep: Class 16 contains 59011 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 5565 members 
Mstep: Class 22 contains 16138 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 1988 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 1597 members 
Mstep: Class 27 contains 3799 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9151 members 
Mstep: Class 30 contains 35505 members 
Mstep: Class 31 contains 3491 members 
Mstep: Class 32 contains 1488 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 915 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4517 members 
Mstep: Class 38 contains 26070 members 
Mstep: Class 39 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348248.000000 Penalty: 23957.166016
Iteration 133Q: 40 clusters Score -2.834825e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 160310 members 
Mstep: Class 5 contains 13118 members 
Mstep: Class 6 contains 3282 members 
Mstep: Class 7 contains 6952 members 
Mstep: Class 8 contains 4435 members 
Mstep: Class 9 contains 3552 members 
Mstep: Class 10 contains 5964 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 26587 members 
Mstep: Class 13 contains 2317 members 
Mstep: Class 14 contains 7315 members 
Mstep: Class 15 contains 300716 members 
Mstep: Class 16 contains 59036 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 646 members 
Mstep: Class 19 contains 3469 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 5569 members 
Mstep: Class 22 contains 16157 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 1988 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 1595 members 
Mstep: Class 27 contains 3791 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9143 members 
Mstep: Class 30 contains 35530 members 
Mstep: Class 31 contains 3492 members 
Mstep: Class 32 contains 1481 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 927 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4519 members 
Mstep: Class 38 contains 26076 members 
Mstep: Class 39 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348230.000000 Penalty: 23957.166016
Iteration 134Q: 40 clusters Score -2.834823e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1217 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 160295 members 
Mstep: Class 5 contains 13122 members 
Mstep: Class 6 contains 3281 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 3552 members 
Mstep: Class 10 contains 5967 members 
Mstep: Class 11 contains 6296 members 
Mstep: Class 12 contains 26585 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 300714 members 
Mstep: Class 16 contains 59060 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 646 members 
Mstep: Class 19 contains 3469 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 5572 members 
Mstep: Class 22 contains 16179 members 
Mstep: Class 23 contains 914 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 814 members 
Mstep: Class 26 contains 1594 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9144 members 
Mstep: Class 30 contains 35552 members 
Mstep: Class 31 contains 3493 members 
Mstep: Class 32 contains 1475 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 936 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4516 members 
Mstep: Class 38 contains 26087 members 
Mstep: Class 39 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348230.000000 Penalty: 23957.166016
Iteration 135Q: 40 clusters Score -2.834823e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1212 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 160270 members 
Mstep: Class 5 contains 13123 members 
Mstep: Class 6 contains 3275 members 
Mstep: Class 7 contains 6872 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 3552 members 
Mstep: Class 10 contains 5965 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 26592 members 
Mstep: Class 13 contains 2302 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 300711 members 
Mstep: Class 16 contains 59085 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3469 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 5573 members 
Mstep: Class 22 contains 16207 members 
Mstep: Class 23 contains 914 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1593 members 
Mstep: Class 27 contains 3769 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9144 members 
Mstep: Class 30 contains 35574 members 
Mstep: Class 31 contains 3493 members 
Mstep: Class 32 contains 1471 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1307 members 
Mstep: Class 35 contains 942 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4517 members 
Mstep: Class 38 contains 26092 members 
Mstep: Class 39 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348164.000000 Penalty: 23957.166016
Iteration 136Q: 40 clusters Score -2.834816e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 160249 members 
Mstep: Class 5 contains 13127 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 6835 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 3552 members 
Mstep: Class 10 contains 5959 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 26598 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 300714 members 
Mstep: Class 16 contains 59111 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3469 members 
Mstep: Class 20 contains 1339 members 
Mstep: Class 21 contains 5571 members 
Mstep: Class 22 contains 16238 members 
Mstep: Class 23 contains 914 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 1590 members 
Mstep: Class 27 contains 3758 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9144 members 
Mstep: Class 30 contains 35596 members 
Mstep: Class 31 contains 3493 members 
Mstep: Class 32 contains 1468 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1310 members 
Mstep: Class 35 contains 949 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4518 members 
Mstep: Class 38 contains 26095 members 
Mstep: Class 39 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348206.000000 Penalty: 23957.166016
Iteration 137Q: 40 clusters Score -2.834821e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 160231 members 
Mstep: Class 5 contains 13132 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 6799 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 3552 members 
Mstep: Class 10 contains 5954 members 
Mstep: Class 11 contains 6299 members 
Mstep: Class 12 contains 26596 members 
Mstep: Class 13 contains 2289 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 300715 members 
Mstep: Class 16 contains 59137 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3469 members 
Mstep: Class 20 contains 1338 members 
Mstep: Class 21 contains 5571 members 
Mstep: Class 22 contains 16273 members 
Mstep: Class 23 contains 914 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 813 members 
Mstep: Class 26 contains 1587 members 
Mstep: Class 27 contains 3753 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9144 members 
Mstep: Class 30 contains 35616 members 
Mstep: Class 31 contains 3493 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1310 members 
Mstep: Class 35 contains 953 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4519 members 
Mstep: Class 38 contains 26103 members 
Mstep: Class 39 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348136.000000 Penalty: 23957.166016
Iteration 138Q: 40 clusters Score -2.834814e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 160214 members 
Mstep: Class 5 contains 13134 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 6753 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3552 members 
Mstep: Class 10 contains 5944 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 26597 members 
Mstep: Class 13 contains 2281 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 300713 members 
Mstep: Class 16 contains 59167 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3470 members 
Mstep: Class 20 contains 1337 members 
Mstep: Class 21 contains 5571 members 
Mstep: Class 22 contains 16302 members 
Mstep: Class 23 contains 914 members 
Mstep: Class 24 contains 1993 members 
Mstep: Class 25 contains 814 members 
Mstep: Class 26 contains 1586 members 
Mstep: Class 27 contains 3751 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9142 members 
Mstep: Class 30 contains 35634 members 
Mstep: Class 31 contains 3493 members 
Mstep: Class 32 contains 1463 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1310 members 
Mstep: Class 35 contains 955 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4521 members 
Mstep: Class 38 contains 26111 members 
Mstep: Class 39 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348174.000000 Penalty: 23957.166016
Iteration 139Q: 40 clusters Score -2.834817e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1187 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 160191 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 7 contains 6710 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 3552 members 
Mstep: Class 10 contains 5942 members 
Mstep: Class 11 contains 6302 members 
Mstep: Class 12 contains 26595 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 300708 members 
Mstep: Class 16 contains 59203 members 
Mstep: Class 17 contains 483 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3470 members 
Mstep: Class 20 contains 1337 members 
Mstep: Class 21 contains 5566 members 
Mstep: Class 22 contains 16327 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 3751 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9137 members 
Mstep: Class 30 contains 35650 members 
Mstep: Class 31 contains 3491 members 
Mstep: Class 32 contains 1460 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1310 members 
Mstep: Class 35 contains 959 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4525 members 
Mstep: Class 38 contains 26116 members 
Mstep: Class 39 contains 180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348256.000000 Penalty: 23957.166016
Iteration 140F: 40 clusters Score -2.834826e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1179 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 160167 members 
Mstep: Class 5 contains 13135 members 
Mstep: Class 6 contains 3247 members 
Mstep: Class 7 contains 6660 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 3552 members 
Mstep: Class 10 contains 5942 members 
Mstep: Class 11 contains 6305 members 
Mstep: Class 12 contains 26595 members 
Mstep: Class 13 contains 2268 members 
Mstep: Class 14 contains 7317 members 
Mstep: Class 15 contains 300703 members 
Mstep: Class 16 contains 59240 members 
Mstep: Class 17 contains 483 members 
Mstep: Class 18 contains 644 members 
Mstep: Class 19 contains 3470 members 
Mstep: Class 20 contains 1336 members 
Mstep: Class 21 contains 5559 members 
Mstep: Class 22 contains 16362 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 3750 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9136 members 
Mstep: Class 30 contains 35672 members 
Mstep: Class 31 contains 3489 members 
Mstep: Class 32 contains 1460 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1310 members 
Mstep: Class 35 contains 969 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4526 members 
Mstep: Class 38 contains 26130 members 
Mstep: Class 39 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348264.000000 Penalty: 23957.166016
Iteration 141Q: 40 clusters Score -2.834826e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 160138 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 3238 members 
Mstep: Class 7 contains 6620 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 5942 members 
Mstep: Class 11 contains 6309 members 
Mstep: Class 12 contains 26595 members 
Mstep: Class 13 contains 2255 members 
Mstep: Class 14 contains 7313 members 
Mstep: Class 15 contains 300697 members 
Mstep: Class 16 contains 59269 members 
Mstep: Class 17 contains 482 members 
Mstep: Class 18 contains 646 members 
Mstep: Class 19 contains 3470 members 
Mstep: Class 20 contains 1334 members 
Mstep: Class 21 contains 5556 members 
Mstep: Class 22 contains 16399 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9134 members 
Mstep: Class 30 contains 35685 members 
Mstep: Class 31 contains 3487 members 
Mstep: Class 32 contains 1460 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1310 members 
Mstep: Class 35 contains 982 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4528 members 
Mstep: Class 38 contains 26147 members 
Mstep: Class 39 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348246.000000 Penalty: 23957.166016
Iteration 142Q: 40 clusters Score -2.834825e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1168 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 160113 members 
Mstep: Class 5 contains 13137 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 6593 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 5943 members 
Mstep: Class 11 contains 6311 members 
Mstep: Class 12 contains 26592 members 
Mstep: Class 13 contains 2247 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 300702 members 
Mstep: Class 16 contains 59288 members 
Mstep: Class 17 contains 482 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3470 members 
Mstep: Class 20 contains 1332 members 
Mstep: Class 21 contains 5555 members 
Mstep: Class 22 contains 16425 members 
Mstep: Class 23 contains 909 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 1581 members 
Mstep: Class 27 contains 3744 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9132 members 
Mstep: Class 30 contains 35697 members 
Mstep: Class 31 contains 3485 members 
Mstep: Class 32 contains 1460 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1310 members 
Mstep: Class 35 contains 994 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4528 members 
Mstep: Class 38 contains 26160 members 
Mstep: Class 39 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348292.000000 Penalty: 23957.166016
Iteration 143Q: 40 clusters Score -2.834829e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 160088 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 3227 members 
Mstep: Class 7 contains 6564 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 5940 members 
Mstep: Class 11 contains 6313 members 
Mstep: Class 12 contains 26590 members 
Mstep: Class 13 contains 2233 members 
Mstep: Class 14 contains 7313 members 
Mstep: Class 15 contains 300700 members 
Mstep: Class 16 contains 59308 members 
Mstep: Class 17 contains 483 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3470 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 5551 members 
Mstep: Class 22 contains 16451 members 
Mstep: Class 23 contains 908 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 813 members 
Mstep: Class 26 contains 1577 members 
Mstep: Class 27 contains 3739 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9131 members 
Mstep: Class 30 contains 35708 members 
Mstep: Class 31 contains 3481 members 
Mstep: Class 32 contains 1461 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1310 members 
Mstep: Class 35 contains 1004 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4529 members 
Mstep: Class 38 contains 26180 members 
Mstep: Class 39 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348266.000000 Penalty: 23957.166016
Iteration 144Q: 40 clusters Score -2.834827e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1158 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 160064 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 7 contains 6543 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 5939 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 26584 members 
Mstep: Class 13 contains 2218 members 
Mstep: Class 14 contains 7317 members 
Mstep: Class 15 contains 300697 members 
Mstep: Class 16 contains 59329 members 
Mstep: Class 17 contains 486 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3469 members 
Mstep: Class 20 contains 1329 members 
Mstep: Class 21 contains 5543 members 
Mstep: Class 22 contains 16484 members 
Mstep: Class 23 contains 905 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 1575 members 
Mstep: Class 27 contains 3738 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9129 members 
Mstep: Class 30 contains 35725 members 
Mstep: Class 31 contains 3478 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1310 members 
Mstep: Class 35 contains 1004 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4529 members 
Mstep: Class 38 contains 26202 members 
Mstep: Class 39 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348232.000000 Penalty: 23957.166016
Iteration 145Q: 40 clusters Score -2.834823e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1152 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 160046 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 3201 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 5939 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26577 members 
Mstep: Class 13 contains 2207 members 
Mstep: Class 14 contains 7322 members 
Mstep: Class 15 contains 300698 members 
Mstep: Class 16 contains 59357 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3469 members 
Mstep: Class 20 contains 1331 members 
Mstep: Class 21 contains 5541 members 
Mstep: Class 22 contains 16510 members 
Mstep: Class 23 contains 904 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 1574 members 
Mstep: Class 27 contains 3738 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9129 members 
Mstep: Class 30 contains 35732 members 
Mstep: Class 31 contains 3478 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1310 members 
Mstep: Class 35 contains 1004 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4529 members 
Mstep: Class 38 contains 26212 members 
Mstep: Class 39 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348230.000000 Penalty: 23957.166016
Iteration 146Q: 40 clusters Score -2.834823e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 160029 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 6504 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26569 members 
Mstep: Class 13 contains 2197 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 300706 members 
Mstep: Class 16 contains 59379 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3469 members 
Mstep: Class 20 contains 1331 members 
Mstep: Class 21 contains 5540 members 
Mstep: Class 22 contains 16527 members 
Mstep: Class 23 contains 904 members 
Mstep: Class 24 contains 1997 members 
Mstep: Class 25 contains 827 members 
Mstep: Class 26 contains 1573 members 
Mstep: Class 27 contains 3737 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9129 members 
Mstep: Class 30 contains 35741 members 
Mstep: Class 31 contains 3477 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 1004 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4529 members 
Mstep: Class 38 contains 26222 members 
Mstep: Class 39 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348196.000000 Penalty: 23957.166016
Iteration 147Q: 40 clusters Score -2.83482e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1132 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 160018 members 
Mstep: Class 5 contains 13142 members 
Mstep: Class 6 contains 3184 members 
Mstep: Class 7 contains 6485 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26569 members 
Mstep: Class 13 contains 2190 members 
Mstep: Class 14 contains 7325 members 
Mstep: Class 15 contains 300710 members 
Mstep: Class 16 contains 59405 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 1332 members 
Mstep: Class 21 contains 5534 members 
Mstep: Class 22 contains 16534 members 
Mstep: Class 23 contains 904 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 834 members 
Mstep: Class 26 contains 1571 members 
Mstep: Class 27 contains 3734 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9129 members 
Mstep: Class 30 contains 35753 members 
Mstep: Class 31 contains 3477 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 1005 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4529 members 
Mstep: Class 38 contains 26228 members 
Mstep: Class 39 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348208.000000 Penalty: 23957.166016
Iteration 148Q: 40 clusters Score -2.834821e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 160001 members 
Mstep: Class 5 contains 13145 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 6465 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26570 members 
Mstep: Class 13 contains 2181 members 
Mstep: Class 14 contains 7326 members 
Mstep: Class 15 contains 300713 members 
Mstep: Class 16 contains 59424 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 648 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 1331 members 
Mstep: Class 21 contains 5531 members 
Mstep: Class 22 contains 16547 members 
Mstep: Class 23 contains 904 members 
Mstep: Class 24 contains 1993 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 1567 members 
Mstep: Class 27 contains 3732 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9129 members 
Mstep: Class 30 contains 35764 members 
Mstep: Class 31 contains 3477 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 1007 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4529 members 
Mstep: Class 38 contains 26237 members 
Mstep: Class 39 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348264.000000 Penalty: 23957.166016
Iteration 149Q: 40 clusters Score -2.834826e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 159988 members 
Mstep: Class 5 contains 13148 members 
Mstep: Class 6 contains 3175 members 
Mstep: Class 7 contains 6445 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 5937 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26569 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 300714 members 
Mstep: Class 16 contains 59451 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 648 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 1329 members 
Mstep: Class 21 contains 5528 members 
Mstep: Class 22 contains 16555 members 
Mstep: Class 23 contains 904 members 
Mstep: Class 24 contains 1992 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 1565 members 
Mstep: Class 27 contains 3729 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9130 members 
Mstep: Class 30 contains 35771 members 
Mstep: Class 31 contains 3476 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 1007 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4530 members 
Mstep: Class 38 contains 26245 members 
Mstep: Class 39 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348218.000000 Penalty: 23957.166016
Iteration 150Q: 40 clusters Score -2.834822e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 159977 members 
Mstep: Class 5 contains 13149 members 
Mstep: Class 6 contains 3171 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 5937 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26570 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 14 contains 7330 members 
Mstep: Class 15 contains 300711 members 
Mstep: Class 16 contains 59481 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 5526 members 
Mstep: Class 22 contains 16559 members 
Mstep: Class 23 contains 904 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 1563 members 
Mstep: Class 27 contains 3727 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9128 members 
Mstep: Class 30 contains 35779 members 
Mstep: Class 31 contains 3476 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 1007 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4528 members 
Mstep: Class 38 contains 26248 members 
Mstep: Class 39 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348302.000000 Penalty: 23957.166016
Iteration 151Q: 40 clusters Score -2.83483e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 159965 members 
Mstep: Class 5 contains 13148 members 
Mstep: Class 6 contains 3169 members 
Mstep: Class 7 contains 6403 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 5937 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26570 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 14 contains 7331 members 
Mstep: Class 15 contains 300715 members 
Mstep: Class 16 contains 59505 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 5523 members 
Mstep: Class 22 contains 16568 members 
Mstep: Class 23 contains 904 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 856 members 
Mstep: Class 26 contains 1561 members 
Mstep: Class 27 contains 3726 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9122 members 
Mstep: Class 30 contains 35790 members 
Mstep: Class 31 contains 3476 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 1007 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4527 members 
Mstep: Class 38 contains 26255 members 
Mstep: Class 39 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348358.000000 Penalty: 23957.166016
Iteration 152Q: 40 clusters Score -2.834836e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 159955 members 
Mstep: Class 5 contains 13147 members 
Mstep: Class 6 contains 3166 members 
Mstep: Class 7 contains 6381 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 5937 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26569 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 7331 members 
Mstep: Class 15 contains 300710 members 
Mstep: Class 16 contains 59524 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 5523 members 
Mstep: Class 22 contains 16595 members 
Mstep: Class 23 contains 904 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 3725 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9116 members 
Mstep: Class 30 contains 35798 members 
Mstep: Class 31 contains 3476 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 1007 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4529 members 
Mstep: Class 38 contains 26262 members 
Mstep: Class 39 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348310.000000 Penalty: 23957.166016
Iteration 153Q: 40 clusters Score -2.834831e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1084 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 159941 members 
Mstep: Class 5 contains 13147 members 
Mstep: Class 6 contains 3161 members 
Mstep: Class 7 contains 6354 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 5937 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26564 members 
Mstep: Class 13 contains 2165 members 
Mstep: Class 14 contains 7331 members 
Mstep: Class 15 contains 300709 members 
Mstep: Class 16 contains 59551 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 5522 members 
Mstep: Class 22 contains 16622 members 
Mstep: Class 23 contains 904 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 859 members 
Mstep: Class 26 contains 1554 members 
Mstep: Class 27 contains 3725 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9112 members 
Mstep: Class 30 contains 35805 members 
Mstep: Class 31 contains 3476 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 1007 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4531 members 
Mstep: Class 38 contains 26270 members 
Mstep: Class 39 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348326.000000 Penalty: 23957.166016
Iteration 154Q: 40 clusters Score -2.834833e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 159926 members 
Mstep: Class 5 contains 13147 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 6320 members 
Mstep: Class 8 contains 4434 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 5937 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26561 members 
Mstep: Class 13 contains 2160 members 
Mstep: Class 14 contains 7330 members 
Mstep: Class 15 contains 300713 members 
Mstep: Class 16 contains 59579 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 5522 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 904 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 1547 members 
Mstep: Class 27 contains 3725 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9112 members 
Mstep: Class 30 contains 35810 members 
Mstep: Class 31 contains 3476 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 1007 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4531 members 
Mstep: Class 38 contains 26275 members 
Mstep: Class 39 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348276.000000 Penalty: 23957.166016
Iteration 155Q: 40 clusters Score -2.834828e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 159912 members 
Mstep: Class 5 contains 13148 members 
Mstep: Class 6 contains 3151 members 
Mstep: Class 7 contains 6291 members 
Mstep: Class 8 contains 4434 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26559 members 
Mstep: Class 13 contains 2156 members 
Mstep: Class 14 contains 7328 members 
Mstep: Class 15 contains 300723 members 
Mstep: Class 16 contains 59603 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 5523 members 
Mstep: Class 22 contains 16672 members 
Mstep: Class 23 contains 904 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 864 members 
Mstep: Class 26 contains 1543 members 
Mstep: Class 27 contains 3725 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9112 members 
Mstep: Class 30 contains 35816 members 
Mstep: Class 31 contains 3476 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 1007 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4531 members 
Mstep: Class 38 contains 26279 members 
Mstep: Class 39 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348250.000000 Penalty: 23957.166016
Iteration 156Q: 40 clusters Score -2.834825e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1063 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 159894 members 
Mstep: Class 5 contains 13149 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 6261 members 
Mstep: Class 8 contains 4435 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 5937 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26552 members 
Mstep: Class 13 contains 2149 members 
Mstep: Class 14 contains 7327 members 
Mstep: Class 15 contains 300728 members 
Mstep: Class 16 contains 59625 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 5523 members 
Mstep: Class 22 contains 16706 members 
Mstep: Class 23 contains 903 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 3725 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9112 members 
Mstep: Class 30 contains 35826 members 
Mstep: Class 31 contains 3476 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 1007 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4531 members 
Mstep: Class 38 contains 26287 members 
Mstep: Class 39 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348278.000000 Penalty: 23957.166016
Iteration 157Q: 40 clusters Score -2.834828e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 159876 members 
Mstep: Class 5 contains 13147 members 
Mstep: Class 6 contains 3121 members 
Mstep: Class 7 contains 6235 members 
Mstep: Class 8 contains 4435 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 5936 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26545 members 
Mstep: Class 13 contains 2138 members 
Mstep: Class 14 contains 7326 members 
Mstep: Class 15 contains 300739 members 
Mstep: Class 16 contains 59652 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 5524 members 
Mstep: Class 22 contains 16740 members 
Mstep: Class 23 contains 902 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 872 members 
Mstep: Class 26 contains 1538 members 
Mstep: Class 27 contains 3724 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9112 members 
Mstep: Class 30 contains 35836 members 
Mstep: Class 31 contains 3476 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 1006 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4531 members 
Mstep: Class 38 contains 26299 members 
Mstep: Class 39 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348302.000000 Penalty: 23957.166016
Iteration 158Q: 40 clusters Score -2.83483e+07 nChanged 145
Entering ConstructFrom: 
Score: -28348302.000000 Penalty: 23957.166016
Entering ConstructFrom: 
Trying to split cluster 1 (3079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Entering Unmasked Estep 
Score: -117986.187500 Penalty: 365.472382
	Iteration 0F: 2 clusters Score -117986.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -115823.710938 Penalty: 730.944763
	Iteration 0F: 3 clusters Score -115823.7 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -116591.140625 Penalty: 730.944763
	Iteration 1F: 3 clusters Score -116591.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -116715.195312 Penalty: 730.944763
	Iteration 2F: 3 clusters Score -116715.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -116835.687500 Penalty: 730.944763
	Iteration 3F: 3 clusters Score -116835.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -116952.343750 Penalty: 730.944763
	Iteration 4F: 3 clusters Score -116952.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -117085.726562 Penalty: 730.944763
	Iteration 5F: 3 clusters Score -117085.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -117207.898438 Penalty: 730.944763
	Iteration 6F: 3 clusters Score -117207.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -117324.281250 Penalty: 730.944763
	Iteration 7Q: 3 clusters Score -117324.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -117425.359375 Penalty: 730.944763
	Iteration 8Q: 3 clusters Score -117425.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117483.906250 Penalty: 730.944763
	Iteration 9Q: 3 clusters Score -117483.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -117525.429688 Penalty: 730.944763
	Iteration 10Q: 3 clusters Score -117525.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -117557.828125 Penalty: 730.944763
	Iteration 11Q: 3 clusters Score -117557.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -117580.132812 Penalty: 730.944763
	Iteration 12Q: 3 clusters Score -117580.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -117597.593750 Penalty: 730.944763
	Iteration 13Q: 3 clusters Score -117597.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -117611.179688 Penalty: 730.944763
	Iteration 14Q: 3 clusters Score -117611.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -117622.625000 Penalty: 730.944763
	Iteration 15Q: 3 clusters Score -117622.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -117631.648438 Penalty: 730.944763
	Iteration 16Q: 3 clusters Score -117631.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -117638.320312 Penalty: 730.944763
	Iteration 17Q: 3 clusters Score -117638.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -117640.750000 Penalty: 730.944763
	Iteration 18Q: 3 clusters Score -117640.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -117642.500000 Penalty: 730.944763
	Iteration 19Q: 3 clusters Score -117642.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -117645.281250 Penalty: 730.944763
	Iteration 20F: 3 clusters Score -117645.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -117648.320312 Penalty: 730.944763
	Iteration 21Q: 3 clusters Score -117648.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -117650.296875 Penalty: 730.944763
	Iteration 22Q: 3 clusters Score -117650.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -117651.140625 Penalty: 730.944763
	Iteration 23Q: 3 clusters Score -117651.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -117652.585938 Penalty: 730.944763
	Iteration 24Q: 3 clusters Score -117652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -117652.984375 Penalty: 730.944763
	Iteration 25Q: 3 clusters Score -117653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -117653.742188 Penalty: 730.944763
	Iteration 26Q: 3 clusters Score -117653.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -117654.382812 Penalty: 730.944763
	Iteration 27Q: 3 clusters Score -117654.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -117655.414062 Penalty: 730.944763
	Iteration 28Q: 3 clusters Score -117655.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -117656.328125 Penalty: 730.944763
	Iteration 29Q: 3 clusters Score -117656.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -117658.617188 Penalty: 730.944763
	Iteration 30Q: 3 clusters Score -117658.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -117660.125000 Penalty: 730.944763
	Iteration 31Q: 3 clusters Score -117660.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -117661.406250 Penalty: 730.944763
	Iteration 32Q: 3 clusters Score -117661.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -117662.515625 Penalty: 730.944763
	Iteration 33Q: 3 clusters Score -117662.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -117663.929688 Penalty: 730.944763
	Iteration 34Q: 3 clusters Score -117663.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -117666.656250 Penalty: 730.944763
	Iteration 35Q: 3 clusters Score -117666.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -117669.546875 Penalty: 730.944763
	Iteration 36Q: 3 clusters Score -117669.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -117672.070312 Penalty: 730.944763
	Iteration 37Q: 3 clusters Score -117672.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -117674.234375 Penalty: 730.944763
	Iteration 38Q: 3 clusters Score -117674.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -117676.289062 Penalty: 730.944763
	Iteration 39Q: 3 clusters Score -117676.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -117677.390625 Penalty: 730.944763
	Iteration 40F: 3 clusters Score -117677.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -117678.101562 Penalty: 730.944763
	Iteration 41Q: 3 clusters Score -117678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -117678.257812 Penalty: 730.944763
	Iteration 42Q: 3 clusters Score -117678.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -117678.968750 Penalty: 730.944763
	Iteration 43Q: 3 clusters Score -117679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -117680.093750 Penalty: 730.944763
	Iteration 44Q: 3 clusters Score -117680.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -117680.664062 Penalty: 730.944763
	Iteration 45Q: 3 clusters Score -117680.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -117680.664062 Penalty: 730.944763
	Iteration 46F: 3 clusters Score -117680.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Entering Unmasked Estep 
Score: -40652.933594 Penalty: 315.955963
	Iteration 0F: 2 clusters Score -40652.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -39815.832031 Penalty: 631.911926
	Iteration 0F: 3 clusters Score -39815.83 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -40094.835938 Penalty: 631.911926
	Iteration 1F: 3 clusters Score -40094.84 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -40178.738281 Penalty: 631.911926
	Iteration 2F: 3 clusters Score -40178.74 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -40244.671875 Penalty: 631.911926
	Iteration 3F: 3 clusters Score -40244.67 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -40289.140625 Penalty: 631.911926
	Iteration 4F: 3 clusters Score -40289.14 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -40328.847656 Penalty: 631.911926
	Iteration 5F: 3 clusters Score -40328.85 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -40367.457031 Penalty: 631.911926
	Iteration 6Q: 3 clusters Score -40367.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -40398.792969 Penalty: 631.911926
	Iteration 7Q: 3 clusters Score -40398.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -40415.820312 Penalty: 631.911926
	Iteration 8Q: 3 clusters Score -40415.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -40435.449219 Penalty: 631.911926
	Iteration 9Q: 3 clusters Score -40435.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -40455.683594 Penalty: 631.911926
	Iteration 10Q: 3 clusters Score -40455.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -40467.566406 Penalty: 631.911926
	Iteration 11Q: 3 clusters Score -40467.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -40476.457031 Penalty: 631.911926
	Iteration 12Q: 3 clusters Score -40476.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -40483.500000 Penalty: 631.911926
	Iteration 13Q: 3 clusters Score -40483.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -40488.917969 Penalty: 631.911926
	Iteration 14Q: 3 clusters Score -40488.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -40497.281250 Penalty: 631.911926
	Iteration 15Q: 3 clusters Score -40497.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -40501.222656 Penalty: 631.911926
	Iteration 16Q: 3 clusters Score -40501.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -40504.136719 Penalty: 631.911926
	Iteration 17Q: 3 clusters Score -40504.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -40504.636719 Penalty: 631.911926
	Iteration 18Q: 3 clusters Score -40504.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -40506.566406 Penalty: 631.911926
	Iteration 19Q: 3 clusters Score -40506.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -40508.875000 Penalty: 631.911926
	Iteration 20F: 3 clusters Score -40508.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -40509.945312 Penalty: 631.911926
	Iteration 21Q: 3 clusters Score -40509.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -40509.945312 Penalty: 631.911926
	Iteration 22F: 3 clusters Score -40509.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Entering Unmasked Estep 
Score: -51278.609375 Penalty: 330.225708
	Iteration 0F: 2 clusters Score -51278.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -50212.761719 Penalty: 660.451416
	Iteration 0F: 3 clusters Score -50212.76 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -50600.226562 Penalty: 660.451416
	Iteration 1F: 3 clusters Score -50600.23 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -50707.746094 Penalty: 660.451416
	Iteration 2F: 3 clusters Score -50707.75 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -50793.093750 Penalty: 660.451416
	Iteration 3F: 3 clusters Score -50793.09 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -50849.507812 Penalty: 660.451416
	Iteration 4F: 3 clusters Score -50849.51 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -50893.734375 Penalty: 660.451416
	Iteration 5Q: 3 clusters Score -50893.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -50921.992188 Penalty: 660.451416
	Iteration 6Q: 3 clusters Score -50921.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -50944.402344 Penalty: 660.451416
	Iteration 7Q: 3 clusters Score -50944.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -50965.687500 Penalty: 660.451416
	Iteration 8Q: 3 clusters Score -50965.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -50979.878906 Penalty: 660.451416
	Iteration 9Q: 3 clusters Score -50979.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -50991.777344 Penalty: 660.451416
	Iteration 10Q: 3 clusters Score -50991.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -51000.496094 Penalty: 660.451416
	Iteration 11Q: 3 clusters Score -51000.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -51007.441406 Penalty: 660.451416
	Iteration 12Q: 3 clusters Score -51007.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -51010.863281 Penalty: 660.451416
	Iteration 13Q: 3 clusters Score -51010.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -51012.648438 Penalty: 660.451416
	Iteration 14Q: 3 clusters Score -51012.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -51013.238281 Penalty: 660.451416
	Iteration 15Q: 3 clusters Score -51013.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -51014.976562 Penalty: 660.451416
	Iteration 16Q: 3 clusters Score -51014.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -51019.421875 Penalty: 660.451416
	Iteration 17Q: 3 clusters Score -51019.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -51022.921875 Penalty: 660.451416
	Iteration 18Q: 3 clusters Score -51022.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -51025.113281 Penalty: 660.451416
	Iteration 19Q: 3 clusters Score -51025.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -51028.550781 Penalty: 660.451416
	Iteration 20F: 3 clusters Score -51028.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -51029.148438 Penalty: 660.451416
	Iteration 21Q: 3 clusters Score -51029.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -51029.292969 Penalty: 660.451416
	Iteration 22Q: 3 clusters Score -51029.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -51029.718750 Penalty: 660.451416
	Iteration 23Q: 3 clusters Score -51029.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -51029.718750 Penalty: 660.451416
	Iteration 24F: 3 clusters Score -51029.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (159858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159858 members 
Entering Unmasked Estep 
Score: -6635468.500000 Penalty: 545.182861
	Iteration 0F: 2 clusters Score -6635468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79812 members 
Mstep: Class 2 contains 80046 members 
Entering Unmasked Estep 
Score: -6527499.500000 Penalty: 1090.365723
	Iteration 0F: 3 clusters Score -6527500 nChanged 78179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80933 members 
Mstep: Class 2 contains 78925 members 
Entering Unmasked Estep 
Score: -6577261.500000 Penalty: 1090.365723
	Iteration 1F: 3 clusters Score -6577262 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82867 members 
Mstep: Class 2 contains 76991 members 
Entering Unmasked Estep 
Score: -6581741.000000 Penalty: 1090.365723
	Iteration 2F: 3 clusters Score -6581741 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84938 members 
Mstep: Class 2 contains 74920 members 
Entering Unmasked Estep 
Score: -6586977.500000 Penalty: 1090.365723
	Iteration 3F: 3 clusters Score -6586978 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86792 members 
Mstep: Class 2 contains 73066 members 
Entering Unmasked Estep 
Score: -6592251.000000 Penalty: 1090.365723
	Iteration 4F: 3 clusters Score -6592251 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88372 members 
Mstep: Class 2 contains 71486 members 
Entering Unmasked Estep 
Score: -6596619.500000 Penalty: 1090.365723
	Iteration 5F: 3 clusters Score -6596620 nChanged 7787
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89765 members 
Mstep: Class 2 contains 70093 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -6600394 nChanged 6936
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91011 members 
Mstep: Class 2 contains 68847 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -6604008 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92434 members 
Mstep: Class 2 contains 67424 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6607464 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94192 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6610298 nChanged 4199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96379 members 
Mstep: Class 2 contains 63479 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6612230 nChanged 3361
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98824 members 
Mstep: Class 2 contains 61034 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6613708 nChanged 3226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101612 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6615096 nChanged 3130
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Mstep: Class 1 contains 104472 members 
Mstep: Class 2 contains 55386 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6616297 nChanged 3143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107457 members 
Mstep: Class 2 contains 52401 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6617514 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110461 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6618704 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113567 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6619900 nChanged 3070
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116613 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6621155 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119653 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6622457 nChanged 2980
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122631 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6623676 nChanged 2892
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Mstep: Class 1 contains 125515 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6624924 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128328 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6626182 nChanged 2600
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Mstep: Class 1 contains 130928 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6627346 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133335 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6628384 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135524 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6629332 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137466 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6630118 nChanged 1741
Entering Unmasked Mstep 
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Mstep: Class 1 contains 139205 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6630774 nChanged 1558
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140763 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6631324 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142210 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6631821 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143493 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6632235 nChanged 1117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144610 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6632527 nChanged 1074
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145684 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6632832 nChanged 981
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146665 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6633128 nChanged 876
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147541 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6633374 nChanged 785
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148326 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6633600 nChanged 711
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149037 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6633768 nChanged 665
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Mstep: Class 1 contains 149702 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6633942 nChanged 641
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Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6634068 nChanged 568
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Mstep: Class 1 contains 150911 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6634216 nChanged 532
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Mstep: Class 1 contains 151443 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6634328 nChanged 511
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Mstep: Class 1 contains 151954 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6634480 nChanged 481
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Mstep: Class 1 contains 152435 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6634602 nChanged 470
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Mstep: Class 1 contains 152905 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6634704 nChanged 404
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Mstep: Class 1 contains 153309 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6634784 nChanged 381
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Mstep: Class 1 contains 153690 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6634841 nChanged 363
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Mstep: Class 1 contains 154053 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6634938 nChanged 348
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Mstep: Class 1 contains 154401 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6634994 nChanged 335
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Mstep: Class 1 contains 154736 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6635036 nChanged 287
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Mstep: Class 1 contains 155023 members 
Mstep: Class 2 contains 4835 members 
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	Iteration 48Q: 3 clusters Score -6635106 nChanged 232
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Mstep: Class 1 contains 155255 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6635172 nChanged 200
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Mstep: Class 1 contains 155455 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6635206 nChanged 188
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Mstep: Class 1 contains 155643 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6635222 nChanged 175
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Mstep: Class 1 contains 155818 members 
Mstep: Class 2 contains 4040 members 
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	Iteration 52Q: 3 clusters Score -6635256 nChanged 169
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Mstep: Class 1 contains 155987 members 
Mstep: Class 2 contains 3871 members 
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	Iteration 53Q: 3 clusters Score -6635280 nChanged 137
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Mstep: Class 1 contains 156124 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6635316 nChanged 124
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Mstep: Class 1 contains 156248 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6635328 nChanged 112
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Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6635331 nChanged 95
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Mstep: Class 1 contains 156455 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6635348 nChanged 96
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Mstep: Class 1 contains 156551 members 
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	Iteration 58Q: 3 clusters Score -6635347 nChanged 80
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Mstep: Class 1 contains 156631 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6635336 nChanged 86
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Mstep: Class 1 contains 156717 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6635358 nChanged 79
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Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6635356 nChanged 66
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Mstep: Class 1 contains 156862 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6635370 nChanged 57
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Mstep: Class 1 contains 156917 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6635396 nChanged 50
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6635403 nChanged 50
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Mstep: Class 1 contains 157015 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6635394 nChanged 35
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Mstep: Class 1 contains 157048 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6635400 nChanged 27
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Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6635401 nChanged 28
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Mstep: Class 1 contains 157097 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6635405 nChanged 33
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Mstep: Class 1 contains 157128 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6635410 nChanged 33
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Mstep: Class 1 contains 157159 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6635418 nChanged 21
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Mstep: Class 1 contains 157180 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6635424 nChanged 22
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Mstep: Class 1 contains 157202 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6635428 nChanged 23
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Mstep: Class 1 contains 157225 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6635433 nChanged 11
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	Iteration 74Q: 3 clusters Score -6635433 nChanged 8
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6635440 nChanged 6
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Mstep: Class 1 contains 157250 members 
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	Iteration 76Q: 3 clusters Score -6635442 nChanged 7
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Mstep: Class 1 contains 157257 members 
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	Iteration 77Q: 3 clusters Score -6635444 nChanged 5
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6635446 nChanged 3
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Mstep: Class 2 contains 2593 members 
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	Iteration 79Q: 3 clusters Score -6635440 nChanged 5
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Mstep: Class 1 contains 157270 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6635438 nChanged 5
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Mstep: Class 1 contains 157275 members 
Mstep: Class 2 contains 2583 members 
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	Iteration 81Q: 3 clusters Score -6635438 nChanged 9
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Mstep: Class 1 contains 157282 members 
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	Iteration 82Q: 3 clusters Score -6635438 nChanged 4
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	Iteration 83Q: 3 clusters Score -6635438 nChanged 5
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	Iteration 84Q: 3 clusters Score -6635434 nChanged 9
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	Iteration 85Q: 3 clusters Score -6635436 nChanged 7
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	Iteration 86Q: 3 clusters Score -6635438 nChanged 8
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	Iteration 87Q: 3 clusters Score -6635442 nChanged 10
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	Iteration 88Q: 3 clusters Score -6635436 nChanged 13
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6635432 nChanged 14
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	Iteration 90Q: 3 clusters Score -6635429 nChanged 11
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Mstep: Class 1 contains 157361 members 
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	Iteration 91Q: 3 clusters Score -6635436 nChanged 9
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	Iteration 92Q: 3 clusters Score -6635430 nChanged 7
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	Iteration 93Q: 3 clusters Score -6635429 nChanged 8
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	Iteration 94Q: 3 clusters Score -6635426 nChanged 9
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	Iteration 95Q: 3 clusters Score -6635428 nChanged 4
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6635424 nChanged 2
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6635420 nChanged 0
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Mstep: Class 1 contains 157390 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -6635420.500000 Penalty: 1090.365723
	Iteration 98F: 3 clusters Score -6635420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Entering Unmasked Estep 
Score: -512193.375000 Penalty: 431.526611
	Iteration 0F: 2 clusters Score -512193.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -503452.718750 Penalty: 863.053223
	Iteration 0F: 3 clusters Score -503452.7 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -507002.000000 Penalty: 863.053223
	Iteration 1F: 3 clusters Score -507002 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -507293.343750 Penalty: 863.053223
	Iteration 2F: 3 clusters Score -507293.3 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -507580.218750 Penalty: 863.053223
	Iteration 3F: 3 clusters Score -507580.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -507839.843750 Penalty: 863.053223
	Iteration 4Q: 3 clusters Score -507839.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -508173.843750 Penalty: 863.053223
	Iteration 5F: 3 clusters Score -508173.8 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -508626.656250 Penalty: 863.053223
	Iteration 6F: 3 clusters Score -508626.7 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -509177.625000 Penalty: 863.053223
	Iteration 7F: 3 clusters Score -509177.6 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -509680.062500 Penalty: 863.053223
	Iteration 8F: 3 clusters Score -509680.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -510038.250000 Penalty: 863.053223
	Iteration 9Q: 3 clusters Score -510038.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -510270.250000 Penalty: 863.053223
	Iteration 10Q: 3 clusters Score -510270.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -510411.312500 Penalty: 863.053223
	Iteration 11Q: 3 clusters Score -510411.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -510525.343750 Penalty: 863.053223
	Iteration 12Q: 3 clusters Score -510525.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -510634.656250 Penalty: 863.053223
	Iteration 13Q: 3 clusters Score -510634.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -510745.250000 Penalty: 863.053223
	Iteration 14Q: 3 clusters Score -510745.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -510853.031250 Penalty: 863.053223
	Iteration 15Q: 3 clusters Score -510853 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -510935.656250 Penalty: 863.053223
	Iteration 16Q: 3 clusters Score -510935.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -511016.000000 Penalty: 863.053223
	Iteration 17Q: 3 clusters Score -511016 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -511083.875000 Penalty: 863.053223
	Iteration 18Q: 3 clusters Score -511083.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -511152.781250 Penalty: 863.053223
	Iteration 19Q: 3 clusters Score -511152.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -511223.062500 Penalty: 863.053223
	Iteration 20F: 3 clusters Score -511223.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -511286.906250 Penalty: 863.053223
	Iteration 21Q: 3 clusters Score -511286.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -511352.093750 Penalty: 863.053223
	Iteration 22Q: 3 clusters Score -511352.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -511419.218750 Penalty: 863.053223
	Iteration 23Q: 3 clusters Score -511419.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -511480.031250 Penalty: 863.053223
	Iteration 24Q: 3 clusters Score -511480 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -511528.125000 Penalty: 863.053223
	Iteration 25Q: 3 clusters Score -511528.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -511576.656250 Penalty: 863.053223
	Iteration 26Q: 3 clusters Score -511576.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -511616.531250 Penalty: 863.053223
	Iteration 27Q: 3 clusters Score -511616.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -511647.531250 Penalty: 863.053223
	Iteration 28Q: 3 clusters Score -511647.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -511675.062500 Penalty: 863.053223
	Iteration 29Q: 3 clusters Score -511675.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -511699.062500 Penalty: 863.053223
	Iteration 30Q: 3 clusters Score -511699.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -511721.250000 Penalty: 863.053223
	Iteration 31Q: 3 clusters Score -511721.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -511742.468750 Penalty: 863.053223
	Iteration 32Q: 3 clusters Score -511742.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -511759.562500 Penalty: 863.053223
	Iteration 33Q: 3 clusters Score -511759.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -511768.968750 Penalty: 863.053223
	Iteration 34Q: 3 clusters Score -511769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -511776.093750 Penalty: 863.053223
	Iteration 35Q: 3 clusters Score -511776.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -511781.656250 Penalty: 863.053223
	Iteration 36Q: 3 clusters Score -511781.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -511787.625000 Penalty: 863.053223
	Iteration 37Q: 3 clusters Score -511787.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -511790.906250 Penalty: 863.053223
	Iteration 38Q: 3 clusters Score -511790.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -511798.625000 Penalty: 863.053223
	Iteration 39Q: 3 clusters Score -511798.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -511801.156250 Penalty: 863.053223
	Iteration 40F: 3 clusters Score -511801.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -511803.500000 Penalty: 863.053223
	Iteration 41Q: 3 clusters Score -511803.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -511804.843750 Penalty: 863.053223
	Iteration 42Q: 3 clusters Score -511804.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -511805.312500 Penalty: 863.053223
	Iteration 43Q: 3 clusters Score -511805.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -511806.187500 Penalty: 863.053223
	Iteration 44Q: 3 clusters Score -511806.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -511806.218750 Penalty: 863.053223
	Iteration 45Q: 3 clusters Score -511806.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -511807.750000 Penalty: 863.053223
	Iteration 46Q: 3 clusters Score -511807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -511808.656250 Penalty: 863.053223
	Iteration 47Q: 3 clusters Score -511808.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -511809.156250 Penalty: 863.053223
	Iteration 48Q: 3 clusters Score -511809.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -511810.875000 Penalty: 863.053223
	Iteration 49Q: 3 clusters Score -511810.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -511811.906250 Penalty: 863.053223
	Iteration 50Q: 3 clusters Score -511811.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -511812.312500 Penalty: 863.053223
	Iteration 51Q: 3 clusters Score -511812.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -511812.312500 Penalty: 863.053223
	Iteration 52F: 3 clusters Score -511812.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Entering Unmasked Estep 
Score: -126838.562500 Penalty: 365.957458
	Iteration 0F: 2 clusters Score -126838.6 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 1594 members 
Entering Unmasked Estep 
Score: -124678.921875 Penalty: 731.914917
	Iteration 0F: 3 clusters Score -124678.9 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -125491.125000 Penalty: 731.914917
	Iteration 1F: 3 clusters Score -125491.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -125724.929688 Penalty: 731.914917
	Iteration 2F: 3 clusters Score -125724.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -125950.101562 Penalty: 731.914917
	Iteration 3F: 3 clusters Score -125950.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -126123.781250 Penalty: 731.914917
	Iteration 4F: 3 clusters Score -126123.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -126249.101562 Penalty: 731.914917
	Iteration 5Q: 3 clusters Score -126249.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -126357.640625 Penalty: 731.914917
	Iteration 6Q: 3 clusters Score -126357.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -126427.523438 Penalty: 731.914917
	Iteration 7Q: 3 clusters Score -126427.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -126482.125000 Penalty: 731.914917
	Iteration 8Q: 3 clusters Score -126482.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -126506.750000 Penalty: 731.914917
	Iteration 9Q: 3 clusters Score -126506.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -126516.828125 Penalty: 731.914917
	Iteration 10Q: 3 clusters Score -126516.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -126522.117188 Penalty: 731.914917
	Iteration 11Q: 3 clusters Score -126522.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -126526.968750 Penalty: 731.914917
	Iteration 12Q: 3 clusters Score -126527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -126530.710938 Penalty: 731.914917
	Iteration 13Q: 3 clusters Score -126530.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -126532.414062 Penalty: 731.914917
	Iteration 14Q: 3 clusters Score -126532.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -126534.359375 Penalty: 731.914917
	Iteration 15Q: 3 clusters Score -126534.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -126534.890625 Penalty: 731.914917
	Iteration 16Q: 3 clusters Score -126534.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -126535.765625 Penalty: 731.914917
	Iteration 17Q: 3 clusters Score -126535.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -126538.039062 Penalty: 731.914917
	Iteration 18Q: 3 clusters Score -126538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -126540.218750 Penalty: 731.914917
	Iteration 19Q: 3 clusters Score -126540.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -126541.476562 Penalty: 731.914917
	Iteration 20F: 3 clusters Score -126541.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -126541.718750 Penalty: 731.914917
	Iteration 21Q: 3 clusters Score -126541.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -126542.062500 Penalty: 731.914917
	Iteration 22Q: 3 clusters Score -126542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -126542.390625 Penalty: 731.914917
	Iteration 23Q: 3 clusters Score -126542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -126542.609375 Penalty: 731.914917
	Iteration 24Q: 3 clusters Score -126542.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -126542.968750 Penalty: 731.914917
	Iteration 25Q: 3 clusters Score -126543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -126543.218750 Penalty: 731.914917
	Iteration 26Q: 3 clusters Score -126543.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -126543.148438 Penalty: 731.914917
	Iteration 27Q: 3 clusters Score -126543.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -126543.328125 Penalty: 731.914917
	Iteration 28Q: 3 clusters Score -126543.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -126543.765625 Penalty: 731.914917
	Iteration 29Q: 3 clusters Score -126543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -126544.031250 Penalty: 731.914917
	Iteration 30Q: 3 clusters Score -126544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -126544.031250 Penalty: 731.914917
	Iteration 31F: 3 clusters Score -126544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Entering Unmasked Estep 
Score: -247699.968750 Penalty: 397.371185
	Iteration 0F: 2 clusters Score -247700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -243511.843750 Penalty: 794.742371
	Iteration 0F: 3 clusters Score -243511.8 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -245126.875000 Penalty: 794.742371
	Iteration 1F: 3 clusters Score -245126.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -245449.890625 Penalty: 794.742371
	Iteration 2F: 3 clusters Score -245449.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -245813.828125 Penalty: 794.742371
	Iteration 3F: 3 clusters Score -245813.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -246163.031250 Penalty: 794.742371
	Iteration 4F: 3 clusters Score -246163 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -246449.656250 Penalty: 794.742371
	Iteration 5F: 3 clusters Score -246449.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -246683.500000 Penalty: 794.742371
	Iteration 6Q: 3 clusters Score -246683.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -246895.046875 Penalty: 794.742371
	Iteration 7Q: 3 clusters Score -246895 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -247059.359375 Penalty: 794.742371
	Iteration 8Q: 3 clusters Score -247059.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -247164.906250 Penalty: 794.742371
	Iteration 9Q: 3 clusters Score -247164.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -247233.531250 Penalty: 794.742371
	Iteration 10Q: 3 clusters Score -247233.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -247283.234375 Penalty: 794.742371
	Iteration 11Q: 3 clusters Score -247283.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -247315.125000 Penalty: 794.742371
	Iteration 12Q: 3 clusters Score -247315.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -247336.109375 Penalty: 794.742371
	Iteration 13Q: 3 clusters Score -247336.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -247349.968750 Penalty: 794.742371
	Iteration 14Q: 3 clusters Score -247350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -247356.453125 Penalty: 794.742371
	Iteration 15Q: 3 clusters Score -247356.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -247363.453125 Penalty: 794.742371
	Iteration 16Q: 3 clusters Score -247363.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -247365.031250 Penalty: 794.742371
	Iteration 17Q: 3 clusters Score -247365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -247365.031250 Penalty: 794.742371
	Iteration 18F: 3 clusters Score -247365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Entering Unmasked Estep 
Score: -175963.171875 Penalty: 382.066132
	Iteration 0F: 2 clusters Score -175963.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -172959.578125 Penalty: 764.132263
	Iteration 0F: 3 clusters Score -172959.6 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -174017.140625 Penalty: 764.132263
	Iteration 1F: 3 clusters Score -174017.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -174130.062500 Penalty: 764.132263
	Iteration 2F: 3 clusters Score -174130.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -174219.937500 Penalty: 764.132263
	Iteration 3F: 3 clusters Score -174219.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -174328.687500 Penalty: 764.132263
	Iteration 4Q: 3 clusters Score -174328.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -174431.140625 Penalty: 764.132263
	Iteration 5Q: 3 clusters Score -174431.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -174563.906250 Penalty: 764.132263
	Iteration 6Q: 3 clusters Score -174563.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -174732.859375 Penalty: 764.132263
	Iteration 7F: 3 clusters Score -174732.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -174882.656250 Penalty: 764.132263
	Iteration 8F: 3 clusters Score -174882.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -175003.343750 Penalty: 764.132263
	Iteration 9Q: 3 clusters Score -175003.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -175078.562500 Penalty: 764.132263
	Iteration 10Q: 3 clusters Score -175078.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -175115.875000 Penalty: 764.132263
	Iteration 11Q: 3 clusters Score -175115.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -175140.937500 Penalty: 764.132263
	Iteration 12Q: 3 clusters Score -175140.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -175162.750000 Penalty: 764.132263
	Iteration 13Q: 3 clusters Score -175162.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -175182.328125 Penalty: 764.132263
	Iteration 14Q: 3 clusters Score -175182.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -175201.796875 Penalty: 764.132263
	Iteration 15Q: 3 clusters Score -175201.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -175212.406250 Penalty: 764.132263
	Iteration 16Q: 3 clusters Score -175212.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -175218.140625 Penalty: 764.132263
	Iteration 17Q: 3 clusters Score -175218.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -175222.453125 Penalty: 764.132263
	Iteration 18Q: 3 clusters Score -175222.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -175225.359375 Penalty: 764.132263
	Iteration 19Q: 3 clusters Score -175225.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -175227.656250 Penalty: 764.132263
	Iteration 20F: 3 clusters Score -175227.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -175231.015625 Penalty: 764.132263
	Iteration 21Q: 3 clusters Score -175231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -175232.750000 Penalty: 764.132263
	Iteration 22Q: 3 clusters Score -175232.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -175233.734375 Penalty: 764.132263
	Iteration 23Q: 3 clusters Score -175233.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -175234.609375 Penalty: 764.132263
	Iteration 24Q: 3 clusters Score -175234.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -175235.437500 Penalty: 764.132263
	Iteration 25Q: 3 clusters Score -175235.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -175236.890625 Penalty: 764.132263
	Iteration 26Q: 3 clusters Score -175236.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -175238.671875 Penalty: 764.132263
	Iteration 27Q: 3 clusters Score -175238.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -175239.609375 Penalty: 764.132263
	Iteration 28Q: 3 clusters Score -175239.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -175240.000000 Penalty: 764.132263
	Iteration 29Q: 3 clusters Score -175240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -175240.281250 Penalty: 764.132263
	Iteration 30Q: 3 clusters Score -175240.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -175240.843750 Penalty: 764.132263
	Iteration 31Q: 3 clusters Score -175240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -175240.953125 Penalty: 764.132263
	Iteration 32Q: 3 clusters Score -175241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -175241.500000 Penalty: 764.132263
	Iteration 33Q: 3 clusters Score -175241.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -175241.609375 Penalty: 764.132263
	Iteration 34Q: 3 clusters Score -175241.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -175241.937500 Penalty: 764.132263
	Iteration 35Q: 3 clusters Score -175241.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -175241.937500 Penalty: 764.132263
	Iteration 36F: 3 clusters Score -175241.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Entering Unmasked Estep 
Score: -138537.578125 Penalty: 371.923340
	Iteration 0F: 2 clusters Score -138537.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -136072.406250 Penalty: 743.846680
	Iteration 0F: 3 clusters Score -136072.4 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -136995.656250 Penalty: 743.846680
	Iteration 1F: 3 clusters Score -136995.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -137185.093750 Penalty: 743.846680
	Iteration 2F: 3 clusters Score -137185.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -137438.578125 Penalty: 743.846680
	Iteration 3F: 3 clusters Score -137438.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -137650.140625 Penalty: 743.846680
	Iteration 4F: 3 clusters Score -137650.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -137794.109375 Penalty: 743.846680
	Iteration 5F: 3 clusters Score -137794.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -137907.812500 Penalty: 743.846680
	Iteration 6F: 3 clusters Score -137907.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -137982.281250 Penalty: 743.846680
	Iteration 7Q: 3 clusters Score -137982.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -138033.906250 Penalty: 743.846680
	Iteration 8Q: 3 clusters Score -138033.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -138058.031250 Penalty: 743.846680
	Iteration 9Q: 3 clusters Score -138058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -138083.046875 Penalty: 743.846680
	Iteration 10Q: 3 clusters Score -138083 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -138100.937500 Penalty: 743.846680
	Iteration 11Q: 3 clusters Score -138100.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -138119.390625 Penalty: 743.846680
	Iteration 12Q: 3 clusters Score -138119.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -138140.296875 Penalty: 743.846680
	Iteration 13Q: 3 clusters Score -138140.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -138155.046875 Penalty: 743.846680
	Iteration 14Q: 3 clusters Score -138155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -138167.687500 Penalty: 743.846680
	Iteration 15Q: 3 clusters Score -138167.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -138175.234375 Penalty: 743.846680
	Iteration 16Q: 3 clusters Score -138175.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -138179.421875 Penalty: 743.846680
	Iteration 17Q: 3 clusters Score -138179.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -138186.468750 Penalty: 743.846680
	Iteration 18Q: 3 clusters Score -138186.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -138196.250000 Penalty: 743.846680
	Iteration 19Q: 3 clusters Score -138196.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -138198.359375 Penalty: 743.846680
	Iteration 20F: 3 clusters Score -138198.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -138202.328125 Penalty: 743.846680
	Iteration 21Q: 3 clusters Score -138202.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -138206.421875 Penalty: 743.846680
	Iteration 22Q: 3 clusters Score -138206.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -138214.078125 Penalty: 743.846680
	Iteration 23Q: 3 clusters Score -138214.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -138216.812500 Penalty: 743.846680
	Iteration 24Q: 3 clusters Score -138216.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -138221.046875 Penalty: 743.846680
	Iteration 25Q: 3 clusters Score -138221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -138222.875000 Penalty: 743.846680
	Iteration 26Q: 3 clusters Score -138222.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -138223.968750 Penalty: 743.846680
	Iteration 27Q: 3 clusters Score -138224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -138225.546875 Penalty: 743.846680
	Iteration 28Q: 3 clusters Score -138225.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -138227.578125 Penalty: 743.846680
	Iteration 29Q: 3 clusters Score -138227.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -138230.093750 Penalty: 743.846680
	Iteration 30Q: 3 clusters Score -138230.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -138231.609375 Penalty: 743.846680
	Iteration 31Q: 3 clusters Score -138231.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -138232.671875 Penalty: 743.846680
	Iteration 32Q: 3 clusters Score -138232.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -138233.906250 Penalty: 743.846680
	Iteration 33Q: 3 clusters Score -138233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -138233.671875 Penalty: 743.846680
	Iteration 34Q: 3 clusters Score -138233.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -138233.671875 Penalty: 743.846680
	Iteration 35F: 3 clusters Score -138233.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Entering Unmasked Estep 
Score: -244536.578125 Penalty: 395.339996
	Iteration 0F: 2 clusters Score -244536.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -240605.109375 Penalty: 790.679993
	Iteration 0F: 3 clusters Score -240605.1 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -242098.156250 Penalty: 790.679993
	Iteration 1F: 3 clusters Score -242098.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -242322.953125 Penalty: 790.679993
	Iteration 2F: 3 clusters Score -242323 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -242569.765625 Penalty: 790.679993
	Iteration 3F: 3 clusters Score -242569.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -242783.875000 Penalty: 790.679993
	Iteration 4F: 3 clusters Score -242783.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -242947.453125 Penalty: 790.679993
	Iteration 5F: 3 clusters Score -242947.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -243087.734375 Penalty: 790.679993
	Iteration 6Q: 3 clusters Score -243087.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -243233.781250 Penalty: 790.679993
	Iteration 7Q: 3 clusters Score -243233.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -243345.609375 Penalty: 790.679993
	Iteration 8Q: 3 clusters Score -243345.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -243453.500000 Penalty: 790.679993
	Iteration 9Q: 3 clusters Score -243453.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -243541.046875 Penalty: 790.679993
	Iteration 10Q: 3 clusters Score -243541 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -243590.031250 Penalty: 790.679993
	Iteration 11Q: 3 clusters Score -243590 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -243619.531250 Penalty: 790.679993
	Iteration 12Q: 3 clusters Score -243619.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -243634.906250 Penalty: 790.679993
	Iteration 13Q: 3 clusters Score -243634.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -243642.921875 Penalty: 790.679993
	Iteration 14Q: 3 clusters Score -243642.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -243650.390625 Penalty: 790.679993
	Iteration 15Q: 3 clusters Score -243650.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -243658.406250 Penalty: 790.679993
	Iteration 16Q: 3 clusters Score -243658.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -243664.843750 Penalty: 790.679993
	Iteration 17Q: 3 clusters Score -243664.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -243669.218750 Penalty: 790.679993
	Iteration 18Q: 3 clusters Score -243669.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -243671.609375 Penalty: 790.679993
	Iteration 19Q: 3 clusters Score -243671.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -243672.781250 Penalty: 790.679993
	Iteration 20F: 3 clusters Score -243672.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -243674.187500 Penalty: 790.679993
	Iteration 21Q: 3 clusters Score -243674.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -243675.421875 Penalty: 790.679993
	Iteration 22Q: 3 clusters Score -243675.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -243676.937500 Penalty: 790.679993
	Iteration 23Q: 3 clusters Score -243676.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -243678.187500 Penalty: 790.679993
	Iteration 24Q: 3 clusters Score -243678.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -243678.750000 Penalty: 790.679993
	Iteration 25Q: 3 clusters Score -243678.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -243679.031250 Penalty: 790.679993
	Iteration 26Q: 3 clusters Score -243679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -243679.468750 Penalty: 790.679993
	Iteration 27Q: 3 clusters Score -243679.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -243679.953125 Penalty: 790.679993
	Iteration 28Q: 3 clusters Score -243680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -243680.375000 Penalty: 790.679993
	Iteration 29Q: 3 clusters Score -243680.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -243681.093750 Penalty: 790.679993
	Iteration 30Q: 3 clusters Score -243681.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -243681.640625 Penalty: 790.679993
	Iteration 31Q: 3 clusters Score -243681.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -243681.984375 Penalty: 790.679993
	Iteration 32Q: 3 clusters Score -243682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -243682.484375 Penalty: 790.679993
	Iteration 33Q: 3 clusters Score -243682.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -243682.953125 Penalty: 790.679993
	Iteration 34Q: 3 clusters Score -243683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -243682.781250 Penalty: 790.679993
	Iteration 35Q: 3 clusters Score -243682.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -243683.328125 Penalty: 790.679993
	Iteration 36Q: 3 clusters Score -243683.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -243683.234375 Penalty: 790.679993
	Iteration 37Q: 3 clusters Score -243683.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -243683.359375 Penalty: 790.679993
	Iteration 38Q: 3 clusters Score -243683.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -243683.265625 Penalty: 790.679993
	Iteration 39Q: 3 clusters Score -243683.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -243683.312500 Penalty: 790.679993
	Iteration 40F: 3 clusters Score -243683.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -243683.421875 Penalty: 790.679993
	Iteration 41Q: 3 clusters Score -243683.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -243683.437500 Penalty: 790.679993
	Iteration 42Q: 3 clusters Score -243683.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -243684.140625 Penalty: 790.679993
	Iteration 43Q: 3 clusters Score -243684.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -243683.750000 Penalty: 790.679993
	Iteration 44Q: 3 clusters Score -243683.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -243683.875000 Penalty: 790.679993
	Iteration 45Q: 3 clusters Score -243683.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -243683.968750 Penalty: 790.679993
	Iteration 46Q: 3 clusters Score -243684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -243683.968750 Penalty: 790.679993
	Iteration 47F: 3 clusters Score -243684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Entering Unmasked Estep 
Score: -249573.671875 Penalty: 398.163269
	Iteration 0F: 2 clusters Score -249573.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -245381.656250 Penalty: 796.326538
	Iteration 0F: 3 clusters Score -245381.7 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -247325.171875 Penalty: 796.326538
	Iteration 1F: 3 clusters Score -247325.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -247674.546875 Penalty: 796.326538
	Iteration 2F: 3 clusters Score -247674.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -247944.640625 Penalty: 796.326538
	Iteration 3F: 3 clusters Score -247944.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -248135.828125 Penalty: 796.326538
	Iteration 4F: 3 clusters Score -248135.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -248287.218750 Penalty: 796.326538
	Iteration 5Q: 3 clusters Score -248287.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -248418.234375 Penalty: 796.326538
	Iteration 6Q: 3 clusters Score -248418.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -248559.609375 Penalty: 796.326538
	Iteration 7Q: 3 clusters Score -248559.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -248671.468750 Penalty: 796.326538
	Iteration 8Q: 3 clusters Score -248671.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -248760.968750 Penalty: 796.326538
	Iteration 9Q: 3 clusters Score -248761 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -248841.546875 Penalty: 796.326538
	Iteration 10Q: 3 clusters Score -248841.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -248920.593750 Penalty: 796.326538
	Iteration 11Q: 3 clusters Score -248920.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -248979.406250 Penalty: 796.326538
	Iteration 12Q: 3 clusters Score -248979.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -249029.140625 Penalty: 796.326538
	Iteration 13Q: 3 clusters Score -249029.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -249072.718750 Penalty: 796.326538
	Iteration 14Q: 3 clusters Score -249072.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -249108.890625 Penalty: 796.326538
	Iteration 15Q: 3 clusters Score -249108.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -249143.468750 Penalty: 796.326538
	Iteration 16Q: 3 clusters Score -249143.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -249179.796875 Penalty: 796.326538
	Iteration 17Q: 3 clusters Score -249179.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -249227.734375 Penalty: 796.326538
	Iteration 18Q: 3 clusters Score -249227.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -249270.078125 Penalty: 796.326538
	Iteration 19Q: 3 clusters Score -249270.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -249309.062500 Penalty: 796.326538
	Iteration 20F: 3 clusters Score -249309.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -249385.984375 Penalty: 796.326538
	Iteration 21Q: 3 clusters Score -249386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -249430.687500 Penalty: 796.326538
	Iteration 22Q: 3 clusters Score -249430.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -249452.234375 Penalty: 796.326538
	Iteration 23Q: 3 clusters Score -249452.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -249466.859375 Penalty: 796.326538
	Iteration 24Q: 3 clusters Score -249466.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -249468.750000 Penalty: 796.326538
	Iteration 25Q: 3 clusters Score -249468.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -249470.718750 Penalty: 796.326538
	Iteration 26Q: 3 clusters Score -249470.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -249473.687500 Penalty: 796.326538
	Iteration 27Q: 3 clusters Score -249473.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -249474.406250 Penalty: 796.326538
	Iteration 28Q: 3 clusters Score -249474.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -249475.250000 Penalty: 796.326538
	Iteration 29Q: 3 clusters Score -249475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -249476.203125 Penalty: 796.326538
	Iteration 30Q: 3 clusters Score -249476.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -249476.218750 Penalty: 796.326538
	Iteration 31Q: 3 clusters Score -249476.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -249476.359375 Penalty: 796.326538
	Iteration 32Q: 3 clusters Score -249476.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -249476.609375 Penalty: 796.326538
	Iteration 33Q: 3 clusters Score -249476.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -249476.906250 Penalty: 796.326538
	Iteration 34Q: 3 clusters Score -249476.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -249476.828125 Penalty: 796.326538
	Iteration 35Q: 3 clusters Score -249476.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -249476.828125 Penalty: 796.326538
	Iteration 36F: 3 clusters Score -249476.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Entering Unmasked Estep 
Score: -1084454.625000 Penalty: 463.484985
	Iteration 0F: 2 clusters Score -1084455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1066745.500000 Penalty: 926.969971
	Iteration 0F: 3 clusters Score -1066746 nChanged 12640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1074914.375000 Penalty: 926.969971
	Iteration 1F: 3 clusters Score -1074914 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -1076240.750000 Penalty: 926.969971
	Iteration 2F: 3 clusters Score -1076241 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -1078092.625000 Penalty: 926.969971
	Iteration 3F: 3 clusters Score -1078093 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -1080021.375000 Penalty: 926.969971
	Iteration 4F: 3 clusters Score -1080021 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -1081581.375000 Penalty: 926.969971
	Iteration 5F: 3 clusters Score -1081581 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -1082618.500000 Penalty: 926.969971
	Iteration 6Q: 3 clusters Score -1082618 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -1083146.875000 Penalty: 926.969971
	Iteration 7Q: 3 clusters Score -1083147 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -1083366.250000 Penalty: 926.969971
	Iteration 8Q: 3 clusters Score -1083366 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -1083468.500000 Penalty: 926.969971
	Iteration 9Q: 3 clusters Score -1083468 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -1083553.375000 Penalty: 926.969971
	Iteration 10Q: 3 clusters Score -1083553 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -1083639.750000 Penalty: 926.969971
	Iteration 11Q: 3 clusters Score -1083640 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -1083712.125000 Penalty: 926.969971
	Iteration 12Q: 3 clusters Score -1083712 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -1083766.750000 Penalty: 926.969971
	Iteration 13Q: 3 clusters Score -1083767 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -1083824.750000 Penalty: 926.969971
	Iteration 14Q: 3 clusters Score -1083825 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -1083872.500000 Penalty: 926.969971
	Iteration 15Q: 3 clusters Score -1083872 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -1083916.625000 Penalty: 926.969971
	Iteration 16Q: 3 clusters Score -1083917 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -1083952.625000 Penalty: 926.969971
	Iteration 17Q: 3 clusters Score -1083953 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -1083977.000000 Penalty: 926.969971
	Iteration 18Q: 3 clusters Score -1083977 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -1084009.750000 Penalty: 926.969971
	Iteration 19Q: 3 clusters Score -1084010 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -1084030.000000 Penalty: 926.969971
	Iteration 20F: 3 clusters Score -1084030 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -1084039.875000 Penalty: 926.969971
	Iteration 21Q: 3 clusters Score -1084040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -1084053.625000 Penalty: 926.969971
	Iteration 22Q: 3 clusters Score -1084054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -1084070.875000 Penalty: 926.969971
	Iteration 23Q: 3 clusters Score -1084071 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -1084084.750000 Penalty: 926.969971
	Iteration 24Q: 3 clusters Score -1084085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -1084095.125000 Penalty: 926.969971
	Iteration 25Q: 3 clusters Score -1084095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -1084108.125000 Penalty: 926.969971
	Iteration 26Q: 3 clusters Score -1084108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -1084115.000000 Penalty: 926.969971
	Iteration 27Q: 3 clusters Score -1084115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -1084127.250000 Penalty: 926.969971
	Iteration 28Q: 3 clusters Score -1084127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -1084135.375000 Penalty: 926.969971
	Iteration 29Q: 3 clusters Score -1084135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -1084141.500000 Penalty: 926.969971
	Iteration 30Q: 3 clusters Score -1084142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -1084148.875000 Penalty: 926.969971
	Iteration 31Q: 3 clusters Score -1084149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -1084159.875000 Penalty: 926.969971
	Iteration 32Q: 3 clusters Score -1084160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -1084165.250000 Penalty: 926.969971
	Iteration 33Q: 3 clusters Score -1084165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -1084167.125000 Penalty: 926.969971
	Iteration 34Q: 3 clusters Score -1084167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -1084166.750000 Penalty: 926.969971
	Iteration 35Q: 3 clusters Score -1084167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -1084168.500000 Penalty: 926.969971
	Iteration 36Q: 3 clusters Score -1084168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -1084173.625000 Penalty: 926.969971
	Iteration 37Q: 3 clusters Score -1084174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -1084180.750000 Penalty: 926.969971
	Iteration 38Q: 3 clusters Score -1084181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -1084182.750000 Penalty: 926.969971
	Iteration 39Q: 3 clusters Score -1084183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -1084184.500000 Penalty: 926.969971
	Iteration 40F: 3 clusters Score -1084184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -1084186.250000 Penalty: 926.969971
	Iteration 41Q: 3 clusters Score -1084186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -1084186.250000 Penalty: 926.969971
	Iteration 42F: 3 clusters Score -1084186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -88442.710938 Penalty: 348.685059
	Iteration 0F: 2 clusters Score -88442.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -86891.390625 Penalty: 697.370117
	Iteration 0F: 3 clusters Score -86891.39 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -87410.156250 Penalty: 697.370117
	Iteration 1F: 3 clusters Score -87410.16 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -87519.703125 Penalty: 697.370117
	Iteration 2F: 3 clusters Score -87519.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -87598.125000 Penalty: 697.370117
	Iteration 3F: 3 clusters Score -87598.12 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -87690.335938 Penalty: 697.370117
	Iteration 4F: 3 clusters Score -87690.34 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -87815.765625 Penalty: 697.370117
	Iteration 5F: 3 clusters Score -87815.77 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -87929.179688 Penalty: 697.370117
	Iteration 6F: 3 clusters Score -87929.18 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -88029.203125 Penalty: 697.370117
	Iteration 7Q: 3 clusters Score -88029.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -88113.226562 Penalty: 697.370117
	Iteration 8Q: 3 clusters Score -88113.23 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -88184.023438 Penalty: 697.370117
	Iteration 9Q: 3 clusters Score -88184.02 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -88222.312500 Penalty: 697.370117
	Iteration 10Q: 3 clusters Score -88222.31 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -88246.554688 Penalty: 697.370117
	Iteration 11Q: 3 clusters Score -88246.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -88269.726562 Penalty: 697.370117
	Iteration 12Q: 3 clusters Score -88269.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -88288.687500 Penalty: 697.370117
	Iteration 13Q: 3 clusters Score -88288.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -88303.015625 Penalty: 697.370117
	Iteration 14Q: 3 clusters Score -88303.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -88318.171875 Penalty: 697.370117
	Iteration 15Q: 3 clusters Score -88318.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -88330.960938 Penalty: 697.370117
	Iteration 16Q: 3 clusters Score -88330.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -88338.703125 Penalty: 697.370117
	Iteration 17Q: 3 clusters Score -88338.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -88345.187500 Penalty: 697.370117
	Iteration 18Q: 3 clusters Score -88345.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -88347.218750 Penalty: 697.370117
	Iteration 19Q: 3 clusters Score -88347.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -88348.367188 Penalty: 697.370117
	Iteration 20F: 3 clusters Score -88348.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -88348.976562 Penalty: 697.370117
	Iteration 21Q: 3 clusters Score -88348.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -88349.320312 Penalty: 697.370117
	Iteration 22Q: 3 clusters Score -88349.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -88349.320312 Penalty: 697.370117
	Iteration 23F: 3 clusters Score -88349.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Entering Unmasked Estep 
Score: -287051.843750 Penalty: 404.894257
	Iteration 0F: 2 clusters Score -287051.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -282191.718750 Penalty: 809.788513
	Iteration 0F: 3 clusters Score -282191.7 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -284369.625000 Penalty: 809.788513
	Iteration 1F: 3 clusters Score -284369.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -284820.031250 Penalty: 809.788513
	Iteration 2F: 3 clusters Score -284820 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -285291.281250 Penalty: 809.788513
	Iteration 3F: 3 clusters Score -285291.3 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -285730.437500 Penalty: 809.788513
	Iteration 4F: 3 clusters Score -285730.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -286104.656250 Penalty: 809.788513
	Iteration 5F: 3 clusters Score -286104.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -286383.187500 Penalty: 809.788513
	Iteration 6Q: 3 clusters Score -286383.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -286565.187500 Penalty: 809.788513
	Iteration 7Q: 3 clusters Score -286565.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -286664.031250 Penalty: 809.788513
	Iteration 8Q: 3 clusters Score -286664 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -286720.562500 Penalty: 809.788513
	Iteration 9Q: 3 clusters Score -286720.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -286760.250000 Penalty: 809.788513
	Iteration 10Q: 3 clusters Score -286760.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -286786.656250 Penalty: 809.788513
	Iteration 11Q: 3 clusters Score -286786.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -286806.218750 Penalty: 809.788513
	Iteration 12Q: 3 clusters Score -286806.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -286822.187500 Penalty: 809.788513
	Iteration 13Q: 3 clusters Score -286822.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -286841.125000 Penalty: 809.788513
	Iteration 14Q: 3 clusters Score -286841.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -286849.125000 Penalty: 809.788513
	Iteration 15Q: 3 clusters Score -286849.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -286859.250000 Penalty: 809.788513
	Iteration 16Q: 3 clusters Score -286859.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -286871.656250 Penalty: 809.788513
	Iteration 17Q: 3 clusters Score -286871.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -286889.718750 Penalty: 809.788513
	Iteration 18Q: 3 clusters Score -286889.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -286899.000000 Penalty: 809.788513
	Iteration 19Q: 3 clusters Score -286899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -286906.375000 Penalty: 809.788513
	Iteration 20F: 3 clusters Score -286906.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -286912.031250 Penalty: 809.788513
	Iteration 21Q: 3 clusters Score -286912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -286918.093750 Penalty: 809.788513
	Iteration 22Q: 3 clusters Score -286918.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -286923.687500 Penalty: 809.788513
	Iteration 23Q: 3 clusters Score -286923.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -286925.375000 Penalty: 809.788513
	Iteration 24Q: 3 clusters Score -286925.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -286925.843750 Penalty: 809.788513
	Iteration 25Q: 3 clusters Score -286925.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -286926.468750 Penalty: 809.788513
	Iteration 26Q: 3 clusters Score -286926.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -286927.250000 Penalty: 809.788513
	Iteration 27Q: 3 clusters Score -286927.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -286927.718750 Penalty: 809.788513
	Iteration 28Q: 3 clusters Score -286927.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -286927.812500 Penalty: 809.788513
	Iteration 29Q: 3 clusters Score -286927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -286928.000000 Penalty: 809.788513
	Iteration 30Q: 3 clusters Score -286928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -286928.000000 Penalty: 809.788513
	Iteration 31F: 3 clusters Score -286928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (300749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300749 members 
Entering Unmasked Estep 
Score: -12469446.000000 Penalty: 573.938416
	Iteration 0F: 2 clusters Score -1.246945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150179 members 
Mstep: Class 2 contains 150570 members 
Entering Unmasked Estep 
Score: -12264169.000000 Penalty: 1147.876831
	Iteration 0F: 3 clusters Score -1.226417e+07 nChanged 148882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153337 members 
Mstep: Class 2 contains 147412 members 
Entering Unmasked Estep 
Score: -12355280.000000 Penalty: 1147.876831
	Iteration 1F: 3 clusters Score -1.235528e+07 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155552 members 
Mstep: Class 2 contains 145197 members 
Entering Unmasked Estep 
Score: -12357592.000000 Penalty: 1147.876831
	Iteration 2Q: 3 clusters Score -1.235759e+07 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158120 members 
Mstep: Class 2 contains 142629 members 
Entering Unmasked Estep 
Score: -12360139.000000 Penalty: 1147.876831
	Iteration 3Q: 3 clusters Score -1.236014e+07 nChanged 10746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161146 members 
Mstep: Class 2 contains 139603 members 
Entering Unmasked Estep 
Score: -12363043.000000 Penalty: 1147.876831
	Iteration 4Q: 3 clusters Score -1.236304e+07 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164620 members 
Mstep: Class 2 contains 136129 members 
Entering Unmasked Estep 
Score: -12366187.000000 Penalty: 1147.876831
	Iteration 5Q: 3 clusters Score -1.236619e+07 nChanged 11630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168796 members 
Mstep: Class 2 contains 131953 members 
Entering Unmasked Estep 
Score: -12369822.000000 Penalty: 1147.876831
	Iteration 6Q: 3 clusters Score -1.236982e+07 nChanged 12294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174104 members 
Mstep: Class 2 contains 126645 members 
Entering Unmasked Estep 
Score: -12373958.000000 Penalty: 1147.876831
	Iteration 7Q: 3 clusters Score -1.237396e+07 nChanged 13208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181060 members 
Mstep: Class 2 contains 119689 members 
Entering Unmasked Estep 
Score: -12379012.000000 Penalty: 1147.876831
	Iteration 8Q: 3 clusters Score -1.237901e+07 nChanged 14306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189978 members 
Mstep: Class 2 contains 110771 members 
Entering Unmasked Estep 
Score: -12385240.000000 Penalty: 1147.876831
	Iteration 9Q: 3 clusters Score -1.238524e+07 nChanged 15202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201158 members 
Mstep: Class 2 contains 99591 members 
Entering Unmasked Estep 
Score: -12392483.000000 Penalty: 1147.876831
	Iteration 10F: 3 clusters Score -1.239248e+07 nChanged 15792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214824 members 
Mstep: Class 2 contains 85925 members 
Entering Unmasked Estep 
Score: -12400977.000000 Penalty: 1147.876831
	Iteration 11F: 3 clusters Score -1.240098e+07 nChanged 16587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230885 members 
Mstep: Class 2 contains 69864 members 
Entering Unmasked Estep 
Score: -12411357.000000 Penalty: 1147.876831
	Iteration 12F: 3 clusters Score -1.241136e+07 nChanged 17882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248735 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -12424530.000000 Penalty: 1147.876831
	Iteration 13F: 3 clusters Score -1.242453e+07 nChanged 17864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266599 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -12439185.000000 Penalty: 1147.876831
	Iteration 14F: 3 clusters Score -1.243918e+07 nChanged 15231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281830 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -12452903.000000 Penalty: 1147.876831
	Iteration 15F: 3 clusters Score -1.24529e+07 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292059 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -12462207.000000 Penalty: 1147.876831
	Iteration 16Q: 3 clusters Score -1.246221e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297271 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -12466623.000000 Penalty: 1147.876831
	Iteration 17Q: 3 clusters Score -1.246662e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299281 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -12468244.000000 Penalty: 1147.876831
	Iteration 18Q: 3 clusters Score -1.246824e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300029 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -12468757.000000 Penalty: 1147.876831
	Iteration 19Q: 3 clusters Score -1.246876e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300235 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -12468947.000000 Penalty: 1147.876831
	Iteration 20F: 3 clusters Score -1.246895e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300284 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -12469105.000000 Penalty: 1147.876831
	Iteration 21Q: 3 clusters Score -1.24691e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300288 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -12469241.000000 Penalty: 1147.876831
	Iteration 22Q: 3 clusters Score -1.246924e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300233 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12469336.000000 Penalty: 1147.876831
	Iteration 23Q: 3 clusters Score -1.246934e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300164 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -12469417.000000 Penalty: 1147.876831
	Iteration 24Q: 3 clusters Score -1.246942e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300116 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -12469449.000000 Penalty: 1147.876831
	Iteration 25Q: 3 clusters Score -1.246945e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300075 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -12469471.000000 Penalty: 1147.876831
	Iteration 26Q: 3 clusters Score -1.246947e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300040 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -12469515.000000 Penalty: 1147.876831
	Iteration 27Q: 3 clusters Score -1.246952e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300013 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -12469533.000000 Penalty: 1147.876831
	Iteration 28Q: 3 clusters Score -1.246953e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299992 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -12469527.000000 Penalty: 1147.876831
	Iteration 29Q: 3 clusters Score -1.246953e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299981 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12469531.000000 Penalty: 1147.876831
	Iteration 30Q: 3 clusters Score -1.246953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299974 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -12469529.000000 Penalty: 1147.876831
	Iteration 31Q: 3 clusters Score -1.246953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299964 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -12469523.000000 Penalty: 1147.876831
	Iteration 32Q: 3 clusters Score -1.246952e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299947 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -12469516.000000 Penalty: 1147.876831
	Iteration 33Q: 3 clusters Score -1.246952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299941 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -12469526.000000 Penalty: 1147.876831
	Iteration 34Q: 3 clusters Score -1.246953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299932 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -12469529.000000 Penalty: 1147.876831
	Iteration 35Q: 3 clusters Score -1.246953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299930 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -12469536.000000 Penalty: 1147.876831
	Iteration 36Q: 3 clusters Score -1.246954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299926 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -12469532.000000 Penalty: 1147.876831
	Iteration 37Q: 3 clusters Score -1.246953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299923 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -12469538.000000 Penalty: 1147.876831
	Iteration 38Q: 3 clusters Score -1.246954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299922 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -12469532.000000 Penalty: 1147.876831
	Iteration 39Q: 3 clusters Score -1.246953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299918 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -12469537.000000 Penalty: 1147.876831
	Iteration 40F: 3 clusters Score -1.246954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299915 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12469545.000000 Penalty: 1147.876831
	Iteration 41Q: 3 clusters Score -1.246954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299909 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -12469534.000000 Penalty: 1147.876831
	Iteration 42Q: 3 clusters Score -1.246953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299904 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -12469541.000000 Penalty: 1147.876831
	Iteration 43Q: 3 clusters Score -1.246954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299900 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -12469543.000000 Penalty: 1147.876831
	Iteration 44Q: 3 clusters Score -1.246954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299897 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -12469540.000000 Penalty: 1147.876831
	Iteration 45Q: 3 clusters Score -1.246954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299895 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -12469543.000000 Penalty: 1147.876831
	Iteration 46Q: 3 clusters Score -1.246954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299894 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12469547.000000 Penalty: 1147.876831
	Iteration 47Q: 3 clusters Score -1.246955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299894 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12469542.000000 Penalty: 1147.876831
	Iteration 48Q: 3 clusters Score -1.246954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299892 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -12469537.000000 Penalty: 1147.876831
	Iteration 49Q: 3 clusters Score -1.246954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299890 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -12469545.000000 Penalty: 1147.876831
	Iteration 50Q: 3 clusters Score -1.246954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299891 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -12469549.000000 Penalty: 1147.876831
	Iteration 51Q: 3 clusters Score -1.246955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299890 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -12469545.000000 Penalty: 1147.876831
	Iteration 52Q: 3 clusters Score -1.246954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299889 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -12469548.000000 Penalty: 1147.876831
	Iteration 53Q: 3 clusters Score -1.246955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299885 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -12469550.000000 Penalty: 1147.876831
	Iteration 54Q: 3 clusters Score -1.246955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299881 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -12469557.000000 Penalty: 1147.876831
	Iteration 55Q: 3 clusters Score -1.246956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299882 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -12469553.000000 Penalty: 1147.876831
	Iteration 56Q: 3 clusters Score -1.246955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299884 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -12469553.000000 Penalty: 1147.876831
	Iteration 57Q: 3 clusters Score -1.246955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299886 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -12469558.000000 Penalty: 1147.876831
	Iteration 58Q: 3 clusters Score -1.246956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299890 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -12469548.000000 Penalty: 1147.876831
	Iteration 59Q: 3 clusters Score -1.246955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299891 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -12469549.000000 Penalty: 1147.876831
	Iteration 60F: 3 clusters Score -1.246955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299889 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -12469555.000000 Penalty: 1147.876831
	Iteration 61Q: 3 clusters Score -1.246956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299888 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -12469555.000000 Penalty: 1147.876831
	Iteration 62Q: 3 clusters Score -1.246956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299888 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -12469554.000000 Penalty: 1147.876831
	Iteration 63Q: 3 clusters Score -1.246955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299889 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -12469548.000000 Penalty: 1147.876831
	Iteration 64Q: 3 clusters Score -1.246955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299889 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -12469548.000000 Penalty: 1147.876831
	Iteration 65F: 3 clusters Score -1.246955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1037 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 159858 members 
Mstep: Class 5 contains 13149 members 
Mstep: Class 6 contains 3112 members 
Mstep: Class 7 contains 6207 members 
Mstep: Class 8 contains 4434 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 5936 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26542 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 7323 members 
Mstep: Class 15 contains 299889 members 
Mstep: Class 16 contains 59686 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3466 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 5525 members 
Mstep: Class 22 contains 16765 members 
Mstep: Class 23 contains 902 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 871 members 
Mstep: Class 26 contains 1535 members 
Mstep: Class 27 contains 3724 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9112 members 
Mstep: Class 30 contains 35845 members 
Mstep: Class 31 contains 3477 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 1006 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4531 members 
Mstep: Class 38 contains 26307 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 860 members 
Entering Unmasked Estep 
Score: -28348096.000000 Penalty: 24571.453125
Splitting cluster 15 changes total score from -28348302.000000 to -28348096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (59686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Entering Unmasked Estep 
Score: -2408649.500000 Penalty: 500.356812
	Iteration 0F: 2 clusters Score -2408650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -2368461.250000 Penalty: 1000.713623
	Iteration 0F: 3 clusters Score -2368461 nChanged 28994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -2386002.750000 Penalty: 1000.713623
	Iteration 1F: 3 clusters Score -2386003 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -2387582.000000 Penalty: 1000.713623
	Iteration 2F: 3 clusters Score -2387582 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2390357.500000 Penalty: 1000.713623
	Iteration 3F: 3 clusters Score -2390358 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2394519.250000 Penalty: 1000.713623
	Iteration 4F: 3 clusters Score -2394519 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2399131.000000 Penalty: 1000.713623
	Iteration 5F: 3 clusters Score -2399131 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52932 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2403024.250000 Penalty: 1000.713623
	Iteration 6F: 3 clusters Score -2403024 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55579 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2405429.000000 Penalty: 1000.713623
	Iteration 7Q: 3 clusters Score -2405429 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57168 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2406790.750000 Penalty: 1000.713623
	Iteration 8Q: 3 clusters Score -2406791 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58084 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2407510.750000 Penalty: 1000.713623
	Iteration 9Q: 3 clusters Score -2407511 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2407904.250000 Penalty: 1000.713623
	Iteration 10Q: 3 clusters Score -2407904 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58837 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2408093.000000 Penalty: 1000.713623
	Iteration 11Q: 3 clusters Score -2408093 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2408212.250000 Penalty: 1000.713623
	Iteration 12Q: 3 clusters Score -2408212 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59063 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2408282.500000 Penalty: 1000.713623
	Iteration 13Q: 3 clusters Score -2408282 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2408312.500000 Penalty: 1000.713623
	Iteration 14Q: 3 clusters Score -2408312 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2408337.250000 Penalty: 1000.713623
	Iteration 15Q: 3 clusters Score -2408337 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2408360.250000 Penalty: 1000.713623
	Iteration 16Q: 3 clusters Score -2408360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59166 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2408373.500000 Penalty: 1000.713623
	Iteration 17Q: 3 clusters Score -2408374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59178 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2408376.750000 Penalty: 1000.713623
	Iteration 18Q: 3 clusters Score -2408377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2408379.500000 Penalty: 1000.713623
	Iteration 19Q: 3 clusters Score -2408380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2408379.500000 Penalty: 1000.713623
	Iteration 20F: 3 clusters Score -2408380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59212 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2408383.000000 Penalty: 1000.713623
	Iteration 21Q: 3 clusters Score -2408383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2408385.500000 Penalty: 1000.713623
	Iteration 22Q: 3 clusters Score -2408386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2408386.750000 Penalty: 1000.713623
	Iteration 23Q: 3 clusters Score -2408387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2408385.250000 Penalty: 1000.713623
	Iteration 24Q: 3 clusters Score -2408385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2408387.250000 Penalty: 1000.713623
	Iteration 25Q: 3 clusters Score -2408387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2408385.500000 Penalty: 1000.713623
	Iteration 26Q: 3 clusters Score -2408386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2408386.500000 Penalty: 1000.713623
	Iteration 27Q: 3 clusters Score -2408386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2408393.000000 Penalty: 1000.713623
	Iteration 28Q: 3 clusters Score -2408393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2408388.750000 Penalty: 1000.713623
	Iteration 29Q: 3 clusters Score -2408389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2408394.250000 Penalty: 1000.713623
	Iteration 30Q: 3 clusters Score -2408394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2408396.750000 Penalty: 1000.713623
	Iteration 31Q: 3 clusters Score -2408397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2408395.750000 Penalty: 1000.713623
	Iteration 32Q: 3 clusters Score -2408396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2408398.500000 Penalty: 1000.713623
	Iteration 33Q: 3 clusters Score -2408398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2408397.000000 Penalty: 1000.713623
	Iteration 34Q: 3 clusters Score -2408397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2408397.000000 Penalty: 1000.713623
	Iteration 35F: 3 clusters Score -2408397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -16281.796875 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -16281.8 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 233 members 
Entering Unmasked Estep 
Score: -15832.494141 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -15832.49 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15980.450195 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -15980.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -16020.326172 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -16020.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16037.706055 Penalty: 563.318665
	Iteration 3Q: 3 clusters Score -16037.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -16058.754883 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -16058.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -16084.295898 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -16084.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -16096.583008 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -16096.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -16112.533203 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -16112.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16124.214844 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -16124.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -16150.172852 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -16150.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -16161.996094 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -16162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -16170.744141 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -16170.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16184.708984 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -16184.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16191.869141 Penalty: 563.318665
	Iteration 13Q: 3 clusters Score -16191.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -16198.171875 Penalty: 563.318665
	Iteration 14Q: 3 clusters Score -16198.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -16202.340820 Penalty: 563.318665
	Iteration 15Q: 3 clusters Score -16202.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -16205.994141 Penalty: 563.318665
	Iteration 16Q: 3 clusters Score -16205.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -16208.860352 Penalty: 563.318665
	Iteration 17Q: 3 clusters Score -16208.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -16213.250000 Penalty: 563.318665
	Iteration 18Q: 3 clusters Score -16213.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16213.726562 Penalty: 563.318665
	Iteration 19Q: 3 clusters Score -16213.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16213.726562 Penalty: 563.318665
	Iteration 20F: 3 clusters Score -16213.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -20347.751953 Penalty: 294.491760
	Iteration 0F: 2 clusters Score -20347.75 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 327 members 
Entering Unmasked Estep 
Score: -19814.585938 Penalty: 588.983521
	Iteration 0F: 3 clusters Score -19814.59 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -20041.541016 Penalty: 588.983521
	Iteration 1F: 3 clusters Score -20041.54 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -20114.570312 Penalty: 588.983521
	Iteration 2F: 3 clusters Score -20114.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20156.281250 Penalty: 588.983521
	Iteration 3F: 3 clusters Score -20156.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20173.388672 Penalty: 588.983521
	Iteration 4Q: 3 clusters Score -20173.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20180.171875 Penalty: 588.983521
	Iteration 5Q: 3 clusters Score -20180.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20183.626953 Penalty: 588.983521
	Iteration 6Q: 3 clusters Score -20183.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20184.841797 Penalty: 588.983521
	Iteration 7Q: 3 clusters Score -20184.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20185.376953 Penalty: 588.983521
	Iteration 8Q: 3 clusters Score -20185.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20185.376953 Penalty: 588.983521
	Iteration 9F: 3 clusters Score -20185.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Entering Unmasked Estep 
Score: -138802.875000 Penalty: 370.859436
	Iteration 0F: 2 clusters Score -138802.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -136408.593750 Penalty: 741.718872
	Iteration 0F: 3 clusters Score -136408.6 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -137239.609375 Penalty: 741.718872
	Iteration 1F: 3 clusters Score -137239.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -137330.531250 Penalty: 741.718872
	Iteration 2F: 3 clusters Score -137330.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -137420.593750 Penalty: 741.718872
	Iteration 3F: 3 clusters Score -137420.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -137514.750000 Penalty: 741.718872
	Iteration 4Q: 3 clusters Score -137514.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -137676.218750 Penalty: 741.718872
	Iteration 5F: 3 clusters Score -137676.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -137853.328125 Penalty: 741.718872
	Iteration 6F: 3 clusters Score -137853.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -137989.921875 Penalty: 741.718872
	Iteration 7F: 3 clusters Score -137989.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -138088.109375 Penalty: 741.718872
	Iteration 8Q: 3 clusters Score -138088.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -138139.375000 Penalty: 741.718872
	Iteration 9Q: 3 clusters Score -138139.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -138165.156250 Penalty: 741.718872
	Iteration 10Q: 3 clusters Score -138165.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -138182.296875 Penalty: 741.718872
	Iteration 11Q: 3 clusters Score -138182.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -138191.671875 Penalty: 741.718872
	Iteration 12Q: 3 clusters Score -138191.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -138199.015625 Penalty: 741.718872
	Iteration 13Q: 3 clusters Score -138199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -138202.562500 Penalty: 741.718872
	Iteration 14Q: 3 clusters Score -138202.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -138205.484375 Penalty: 741.718872
	Iteration 15Q: 3 clusters Score -138205.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -138208.546875 Penalty: 741.718872
	Iteration 16Q: 3 clusters Score -138208.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -138213.156250 Penalty: 741.718872
	Iteration 17Q: 3 clusters Score -138213.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -138217.859375 Penalty: 741.718872
	Iteration 18Q: 3 clusters Score -138217.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -138220.468750 Penalty: 741.718872
	Iteration 19Q: 3 clusters Score -138220.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -138223.953125 Penalty: 741.718872
	Iteration 20F: 3 clusters Score -138224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -138228.046875 Penalty: 741.718872
	Iteration 21Q: 3 clusters Score -138228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -138233.500000 Penalty: 741.718872
	Iteration 22Q: 3 clusters Score -138233.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -138237.984375 Penalty: 741.718872
	Iteration 23Q: 3 clusters Score -138238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -138241.546875 Penalty: 741.718872
	Iteration 24Q: 3 clusters Score -138241.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -138244.421875 Penalty: 741.718872
	Iteration 25Q: 3 clusters Score -138244.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -138247.406250 Penalty: 741.718872
	Iteration 26Q: 3 clusters Score -138247.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -138253.218750 Penalty: 741.718872
	Iteration 27Q: 3 clusters Score -138253.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -138260.093750 Penalty: 741.718872
	Iteration 28Q: 3 clusters Score -138260.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -138269.453125 Penalty: 741.718872
	Iteration 29Q: 3 clusters Score -138269.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -138275.343750 Penalty: 741.718872
	Iteration 30Q: 3 clusters Score -138275.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -138279.062500 Penalty: 741.718872
	Iteration 31Q: 3 clusters Score -138279.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -138281.281250 Penalty: 741.718872
	Iteration 32Q: 3 clusters Score -138281.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -138282.015625 Penalty: 741.718872
	Iteration 33Q: 3 clusters Score -138282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -138282.953125 Penalty: 741.718872
	Iteration 34Q: 3 clusters Score -138283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -138284.093750 Penalty: 741.718872
	Iteration 35Q: 3 clusters Score -138284.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -138285.828125 Penalty: 741.718872
	Iteration 36Q: 3 clusters Score -138285.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -138288.015625 Penalty: 741.718872
	Iteration 37Q: 3 clusters Score -138288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -138289.953125 Penalty: 741.718872
	Iteration 38Q: 3 clusters Score -138290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -138292.562500 Penalty: 741.718872
	Iteration 39Q: 3 clusters Score -138292.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -138295.218750 Penalty: 741.718872
	Iteration 40F: 3 clusters Score -138295.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -138297.093750 Penalty: 741.718872
	Iteration 41Q: 3 clusters Score -138297.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -138298.890625 Penalty: 741.718872
	Iteration 42Q: 3 clusters Score -138298.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -138300.375000 Penalty: 741.718872
	Iteration 43Q: 3 clusters Score -138300.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -138302.140625 Penalty: 741.718872
	Iteration 44Q: 3 clusters Score -138302.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -138303.109375 Penalty: 741.718872
	Iteration 45Q: 3 clusters Score -138303.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -138303.921875 Penalty: 741.718872
	Iteration 46Q: 3 clusters Score -138303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -138304.734375 Penalty: 741.718872
	Iteration 47Q: 3 clusters Score -138304.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -138305.390625 Penalty: 741.718872
	Iteration 48Q: 3 clusters Score -138305.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -138306.609375 Penalty: 741.718872
	Iteration 49Q: 3 clusters Score -138306.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -138307.515625 Penalty: 741.718872
	Iteration 50Q: 3 clusters Score -138307.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -138307.750000 Penalty: 741.718872
	Iteration 51Q: 3 clusters Score -138307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -138308.156250 Penalty: 741.718872
	Iteration 52Q: 3 clusters Score -138308.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -138308.296875 Penalty: 741.718872
	Iteration 53Q: 3 clusters Score -138308.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -138308.296875 Penalty: 741.718872
	Iteration 54F: 3 clusters Score -138308.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -45652.570312 Penalty: 327.278503
	Iteration 0F: 2 clusters Score -45652.57 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 646 members 
Entering Unmasked Estep 
Score: -44644.640625 Penalty: 654.557007
	Iteration 0F: 3 clusters Score -44644.64 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -44978.832031 Penalty: 654.557007
	Iteration 1F: 3 clusters Score -44978.83 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -45071.398438 Penalty: 654.557007
	Iteration 2F: 3 clusters Score -45071.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -45160.328125 Penalty: 654.557007
	Iteration 3F: 3 clusters Score -45160.33 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -45234.726562 Penalty: 654.557007
	Iteration 4F: 3 clusters Score -45234.73 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -45276.250000 Penalty: 654.557007
	Iteration 5Q: 3 clusters Score -45276.25 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -45318.273438 Penalty: 654.557007
	Iteration 6Q: 3 clusters Score -45318.27 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -45343.265625 Penalty: 654.557007
	Iteration 7Q: 3 clusters Score -45343.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -45364.871094 Penalty: 654.557007
	Iteration 8Q: 3 clusters Score -45364.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -45390.496094 Penalty: 654.557007
	Iteration 9Q: 3 clusters Score -45390.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -45406.976562 Penalty: 654.557007
	Iteration 10Q: 3 clusters Score -45406.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -45414.113281 Penalty: 654.557007
	Iteration 11Q: 3 clusters Score -45414.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -45419.296875 Penalty: 654.557007
	Iteration 12Q: 3 clusters Score -45419.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -45428.664062 Penalty: 654.557007
	Iteration 13Q: 3 clusters Score -45428.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -45434.117188 Penalty: 654.557007
	Iteration 14Q: 3 clusters Score -45434.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -45437.796875 Penalty: 654.557007
	Iteration 15Q: 3 clusters Score -45437.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -45440.585938 Penalty: 654.557007
	Iteration 16Q: 3 clusters Score -45440.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -45441.640625 Penalty: 654.557007
	Iteration 17Q: 3 clusters Score -45441.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -45443.347656 Penalty: 654.557007
	Iteration 18Q: 3 clusters Score -45443.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -45443.742188 Penalty: 654.557007
	Iteration 19Q: 3 clusters Score -45443.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -45443.886719 Penalty: 654.557007
	Iteration 20F: 3 clusters Score -45443.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Entering Unmasked Estep 
Score: -227201.859375 Penalty: 392.075256
	Iteration 0F: 2 clusters Score -227201.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -223427.343750 Penalty: 784.150513
	Iteration 0F: 3 clusters Score -223427.3 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -224810.109375 Penalty: 784.150513
	Iteration 1F: 3 clusters Score -224810.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -224978.578125 Penalty: 784.150513
	Iteration 2F: 3 clusters Score -224978.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -225189.515625 Penalty: 784.150513
	Iteration 3F: 3 clusters Score -225189.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -225457.343750 Penalty: 784.150513
	Iteration 4F: 3 clusters Score -225457.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -225726.140625 Penalty: 784.150513
	Iteration 5F: 3 clusters Score -225726.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -225961.359375 Penalty: 784.150513
	Iteration 6F: 3 clusters Score -225961.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -226126.093750 Penalty: 784.150513
	Iteration 7F: 3 clusters Score -226126.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -226230.265625 Penalty: 784.150513
	Iteration 8Q: 3 clusters Score -226230.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -226296.000000 Penalty: 784.150513
	Iteration 9Q: 3 clusters Score -226296 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -226330.906250 Penalty: 784.150513
	Iteration 10Q: 3 clusters Score -226330.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -226351.078125 Penalty: 784.150513
	Iteration 11Q: 3 clusters Score -226351.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -226361.593750 Penalty: 784.150513
	Iteration 12Q: 3 clusters Score -226361.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -226370.000000 Penalty: 784.150513
	Iteration 13Q: 3 clusters Score -226370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -226378.984375 Penalty: 784.150513
	Iteration 14Q: 3 clusters Score -226379 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -226386.921875 Penalty: 784.150513
	Iteration 15Q: 3 clusters Score -226386.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -226393.453125 Penalty: 784.150513
	Iteration 16Q: 3 clusters Score -226393.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -226401.953125 Penalty: 784.150513
	Iteration 17Q: 3 clusters Score -226402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -226411.234375 Penalty: 784.150513
	Iteration 18Q: 3 clusters Score -226411.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -226423.031250 Penalty: 784.150513
	Iteration 19Q: 3 clusters Score -226423 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -226438.687500 Penalty: 784.150513
	Iteration 20F: 3 clusters Score -226438.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -226454.687500 Penalty: 784.150513
	Iteration 21Q: 3 clusters Score -226454.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -226478.390625 Penalty: 784.150513
	Iteration 22Q: 3 clusters Score -226478.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -226501.843750 Penalty: 784.150513
	Iteration 23Q: 3 clusters Score -226501.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -226523.328125 Penalty: 784.150513
	Iteration 24Q: 3 clusters Score -226523.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -226544.640625 Penalty: 784.150513
	Iteration 25Q: 3 clusters Score -226544.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -226567.062500 Penalty: 784.150513
	Iteration 26Q: 3 clusters Score -226567.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -226593.640625 Penalty: 784.150513
	Iteration 27Q: 3 clusters Score -226593.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -226619.531250 Penalty: 784.150513
	Iteration 28Q: 3 clusters Score -226619.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -226639.890625 Penalty: 784.150513
	Iteration 29Q: 3 clusters Score -226639.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -226658.656250 Penalty: 784.150513
	Iteration 30Q: 3 clusters Score -226658.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -226676.718750 Penalty: 784.150513
	Iteration 31Q: 3 clusters Score -226676.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -226700.171875 Penalty: 784.150513
	Iteration 32Q: 3 clusters Score -226700.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -226720.390625 Penalty: 784.150513
	Iteration 33Q: 3 clusters Score -226720.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -226738.281250 Penalty: 784.150513
	Iteration 34Q: 3 clusters Score -226738.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -226754.031250 Penalty: 784.150513
	Iteration 35Q: 3 clusters Score -226754 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -226770.921875 Penalty: 784.150513
	Iteration 36Q: 3 clusters Score -226770.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -226789.343750 Penalty: 784.150513
	Iteration 37Q: 3 clusters Score -226789.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -226803.515625 Penalty: 784.150513
	Iteration 38Q: 3 clusters Score -226803.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -226813.203125 Penalty: 784.150513
	Iteration 39Q: 3 clusters Score -226813.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -226820.984375 Penalty: 784.150513
	Iteration 40F: 3 clusters Score -226821 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -226829.484375 Penalty: 784.150513
	Iteration 41Q: 3 clusters Score -226829.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -226837.546875 Penalty: 784.150513
	Iteration 42Q: 3 clusters Score -226837.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -226842.515625 Penalty: 784.150513
	Iteration 43Q: 3 clusters Score -226842.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -226846.203125 Penalty: 784.150513
	Iteration 44Q: 3 clusters Score -226846.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -226851.312500 Penalty: 784.150513
	Iteration 45Q: 3 clusters Score -226851.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -226854.781250 Penalty: 784.150513
	Iteration 46Q: 3 clusters Score -226854.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -226856.375000 Penalty: 784.150513
	Iteration 47Q: 3 clusters Score -226856.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -226858.921875 Penalty: 784.150513
	Iteration 48Q: 3 clusters Score -226858.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -226859.406250 Penalty: 784.150513
	Iteration 49Q: 3 clusters Score -226859.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -226863.234375 Penalty: 784.150513
	Iteration 50Q: 3 clusters Score -226863.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -226869.734375 Penalty: 784.150513
	Iteration 51Q: 3 clusters Score -226869.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -226880.937500 Penalty: 784.150513
	Iteration 52Q: 3 clusters Score -226880.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -226888.078125 Penalty: 784.150513
	Iteration 53Q: 3 clusters Score -226888.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -226893.187500 Penalty: 784.150513
	Iteration 54Q: 3 clusters Score -226893.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -226895.562500 Penalty: 784.150513
	Iteration 55Q: 3 clusters Score -226895.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -226901.250000 Penalty: 784.150513
	Iteration 56Q: 3 clusters Score -226901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -226902.656250 Penalty: 784.150513
	Iteration 57Q: 3 clusters Score -226902.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -226903.375000 Penalty: 784.150513
	Iteration 58Q: 3 clusters Score -226903.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -226903.375000 Penalty: 784.150513
	Iteration 59F: 3 clusters Score -226903.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Entering Unmasked Estep 
Score: -675269.937500 Penalty: 442.580719
	Iteration 0F: 2 clusters Score -675269.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -664081.562500 Penalty: 885.161438
	Iteration 0F: 3 clusters Score -664081.6 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -668667.000000 Penalty: 885.161438
	Iteration 1F: 3 clusters Score -668667 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -668991.000000 Penalty: 885.161438
	Iteration 2Q: 3 clusters Score -668991 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -669342.687500 Penalty: 885.161438
	Iteration 3Q: 3 clusters Score -669342.7 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -669806.187500 Penalty: 885.161438
	Iteration 4F: 3 clusters Score -669806.2 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -670403.562500 Penalty: 885.161438
	Iteration 5F: 3 clusters Score -670403.6 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -671074.937500 Penalty: 885.161438
	Iteration 6F: 3 clusters Score -671074.9 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -671577.687500 Penalty: 885.161438
	Iteration 7F: 3 clusters Score -671577.7 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -671893.875000 Penalty: 885.161438
	Iteration 8Q: 3 clusters Score -671893.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -672099.125000 Penalty: 885.161438
	Iteration 9Q: 3 clusters Score -672099.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -672263.937500 Penalty: 885.161438
	Iteration 10Q: 3 clusters Score -672263.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -672416.375000 Penalty: 885.161438
	Iteration 11Q: 3 clusters Score -672416.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -672575.750000 Penalty: 885.161438
	Iteration 12Q: 3 clusters Score -672575.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -672754.562500 Penalty: 885.161438
	Iteration 13Q: 3 clusters Score -672754.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -672958.437500 Penalty: 885.161438
	Iteration 14Q: 3 clusters Score -672958.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -673144.000000 Penalty: 885.161438
	Iteration 15Q: 3 clusters Score -673144 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -673312.625000 Penalty: 885.161438
	Iteration 16Q: 3 clusters Score -673312.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -673479.875000 Penalty: 885.161438
	Iteration 17Q: 3 clusters Score -673479.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -673641.937500 Penalty: 885.161438
	Iteration 18Q: 3 clusters Score -673641.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -673794.562500 Penalty: 885.161438
	Iteration 19Q: 3 clusters Score -673794.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -673952.125000 Penalty: 885.161438
	Iteration 20F: 3 clusters Score -673952.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -674095.125000 Penalty: 885.161438
	Iteration 21Q: 3 clusters Score -674095.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -674203.937500 Penalty: 885.161438
	Iteration 22Q: 3 clusters Score -674203.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -674292.812500 Penalty: 885.161438
	Iteration 23Q: 3 clusters Score -674292.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -674389.687500 Penalty: 885.161438
	Iteration 24Q: 3 clusters Score -674389.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -674483.875000 Penalty: 885.161438
	Iteration 25Q: 3 clusters Score -674483.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -674567.750000 Penalty: 885.161438
	Iteration 26Q: 3 clusters Score -674567.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -674643.875000 Penalty: 885.161438
	Iteration 27Q: 3 clusters Score -674643.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -674695.937500 Penalty: 885.161438
	Iteration 28Q: 3 clusters Score -674695.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -674730.687500 Penalty: 885.161438
	Iteration 29Q: 3 clusters Score -674730.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -674758.187500 Penalty: 885.161438
	Iteration 30Q: 3 clusters Score -674758.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -674783.000000 Penalty: 885.161438
	Iteration 31Q: 3 clusters Score -674783 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -674809.875000 Penalty: 885.161438
	Iteration 32Q: 3 clusters Score -674809.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -674839.750000 Penalty: 885.161438
	Iteration 33Q: 3 clusters Score -674839.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -674861.500000 Penalty: 885.161438
	Iteration 34Q: 3 clusters Score -674861.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -674888.687500 Penalty: 885.161438
	Iteration 35Q: 3 clusters Score -674888.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -674908.937500 Penalty: 885.161438
	Iteration 36Q: 3 clusters Score -674908.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -674930.187500 Penalty: 885.161438
	Iteration 37Q: 3 clusters Score -674930.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -674956.312500 Penalty: 885.161438
	Iteration 38Q: 3 clusters Score -674956.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -674975.687500 Penalty: 885.161438
	Iteration 39Q: 3 clusters Score -674975.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -674983.250000 Penalty: 885.161438
	Iteration 40F: 3 clusters Score -674983.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -674985.000000 Penalty: 885.161438
	Iteration 41Q: 3 clusters Score -674985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -674989.687500 Penalty: 885.161438
	Iteration 42Q: 3 clusters Score -674989.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -674991.562500 Penalty: 885.161438
	Iteration 43Q: 3 clusters Score -674991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -674993.500000 Penalty: 885.161438
	Iteration 44Q: 3 clusters Score -674993.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -674993.437500 Penalty: 885.161438
	Iteration 45Q: 3 clusters Score -674993.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -674996.187500 Penalty: 885.161438
	Iteration 46Q: 3 clusters Score -674996.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -674999.750000 Penalty: 885.161438
	Iteration 47Q: 3 clusters Score -674999.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -675002.125000 Penalty: 885.161438
	Iteration 48Q: 3 clusters Score -675002.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -675003.812500 Penalty: 885.161438
	Iteration 49Q: 3 clusters Score -675003.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -675005.000000 Penalty: 885.161438
	Iteration 50Q: 3 clusters Score -675005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -675005.625000 Penalty: 885.161438
	Iteration 51Q: 3 clusters Score -675005.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -675005.562500 Penalty: 885.161438
	Iteration 52Q: 3 clusters Score -675005.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -675007.375000 Penalty: 885.161438
	Iteration 53Q: 3 clusters Score -675007.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -675007.250000 Penalty: 885.161438
	Iteration 54Q: 3 clusters Score -675007.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -675007.250000 Penalty: 885.161438
	Iteration 55F: 3 clusters Score -675007.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -32185.503906 Penalty: 309.609955
	Iteration 0F: 2 clusters Score -32185.5 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 447 members 
Entering Unmasked Estep 
Score: -31418.496094 Penalty: 619.219910
	Iteration 0F: 3 clusters Score -31418.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -31648.794922 Penalty: 619.219910
	Iteration 1F: 3 clusters Score -31648.79 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -31715.523438 Penalty: 619.219910
	Iteration 2F: 3 clusters Score -31715.52 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -31759.601562 Penalty: 619.219910
	Iteration 3F: 3 clusters Score -31759.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -31783.927734 Penalty: 619.219910
	Iteration 4Q: 3 clusters Score -31783.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -31801.906250 Penalty: 619.219910
	Iteration 5Q: 3 clusters Score -31801.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -31820.832031 Penalty: 619.219910
	Iteration 6Q: 3 clusters Score -31820.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -31835.230469 Penalty: 619.219910
	Iteration 7Q: 3 clusters Score -31835.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -31846.607422 Penalty: 619.219910
	Iteration 8Q: 3 clusters Score -31846.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -31858.931641 Penalty: 619.219910
	Iteration 9Q: 3 clusters Score -31858.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -31865.955078 Penalty: 619.219910
	Iteration 10Q: 3 clusters Score -31865.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -31874.792969 Penalty: 619.219910
	Iteration 11Q: 3 clusters Score -31874.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -31878.744141 Penalty: 619.219910
	Iteration 12Q: 3 clusters Score -31878.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -31884.324219 Penalty: 619.219910
	Iteration 13Q: 3 clusters Score -31884.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -31889.777344 Penalty: 619.219910
	Iteration 14Q: 3 clusters Score -31889.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -31898.863281 Penalty: 619.219910
	Iteration 15Q: 3 clusters Score -31898.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -31907.923828 Penalty: 619.219910
	Iteration 16Q: 3 clusters Score -31907.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -31915.150391 Penalty: 619.219910
	Iteration 17Q: 3 clusters Score -31915.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -31916.681641 Penalty: 619.219910
	Iteration 18Q: 3 clusters Score -31916.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -31918.185547 Penalty: 619.219910
	Iteration 19Q: 3 clusters Score -31918.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -31921.195312 Penalty: 619.219910
	Iteration 20F: 3 clusters Score -31921.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -31921.878906 Penalty: 619.219910
	Iteration 21Q: 3 clusters Score -31921.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31923.015625 Penalty: 619.219910
	Iteration 22Q: 3 clusters Score -31923.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -31924.970703 Penalty: 619.219910
	Iteration 23Q: 3 clusters Score -31924.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -31926.636719 Penalty: 619.219910
	Iteration 24Q: 3 clusters Score -31926.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -31927.285156 Penalty: 619.219910
	Iteration 25Q: 3 clusters Score -31927.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -31928.318359 Penalty: 619.219910
	Iteration 26Q: 3 clusters Score -31928.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -31929.414062 Penalty: 619.219910
	Iteration 27Q: 3 clusters Score -31929.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -31930.521484 Penalty: 619.219910
	Iteration 28Q: 3 clusters Score -31930.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31931.322266 Penalty: 619.219910
	Iteration 29Q: 3 clusters Score -31931.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31931.322266 Penalty: 619.219910
	Iteration 30F: 3 clusters Score -31931.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Entering Unmasked Estep 
Score: -73058.851562 Penalty: 345.590118
	Iteration 0F: 2 clusters Score -73058.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -71636.531250 Penalty: 691.180237
	Iteration 0F: 3 clusters Score -71636.53 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -72127.562500 Penalty: 691.180237
	Iteration 1F: 3 clusters Score -72127.56 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -72200.914062 Penalty: 691.180237
	Iteration 2F: 3 clusters Score -72200.91 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -72261.718750 Penalty: 691.180237
	Iteration 3F: 3 clusters Score -72261.72 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -72300.820312 Penalty: 691.180237
	Iteration 4Q: 3 clusters Score -72300.82 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -72329.046875 Penalty: 691.180237
	Iteration 5Q: 3 clusters Score -72329.05 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -72368.453125 Penalty: 691.180237
	Iteration 6Q: 3 clusters Score -72368.45 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -72415.203125 Penalty: 691.180237
	Iteration 7Q: 3 clusters Score -72415.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -72456.734375 Penalty: 691.180237
	Iteration 8Q: 3 clusters Score -72456.73 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -72501.976562 Penalty: 691.180237
	Iteration 9Q: 3 clusters Score -72501.98 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -72537.406250 Penalty: 691.180237
	Iteration 10Q: 3 clusters Score -72537.41 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -72564.406250 Penalty: 691.180237
	Iteration 11Q: 3 clusters Score -72564.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -72584.656250 Penalty: 691.180237
	Iteration 12Q: 3 clusters Score -72584.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -72600.296875 Penalty: 691.180237
	Iteration 13Q: 3 clusters Score -72600.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -72617.585938 Penalty: 691.180237
	Iteration 14Q: 3 clusters Score -72617.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -72635.328125 Penalty: 691.180237
	Iteration 15Q: 3 clusters Score -72635.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -72650.031250 Penalty: 691.180237
	Iteration 16Q: 3 clusters Score -72650.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -72680.093750 Penalty: 691.180237
	Iteration 17Q: 3 clusters Score -72680.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -72715.906250 Penalty: 691.180237
	Iteration 18Q: 3 clusters Score -72715.91 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -72785.546875 Penalty: 691.180237
	Iteration 19Q: 3 clusters Score -72785.55 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -72858.742188 Penalty: 691.180237
	Iteration 20F: 3 clusters Score -72858.74 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -72950.093750 Penalty: 691.180237
	Iteration 21Q: 3 clusters Score -72950.09 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -73032.578125 Penalty: 691.180237
	Iteration 22Q: 3 clusters Score -73032.58 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -73113.210938 Penalty: 691.180237
	Iteration 23Q: 3 clusters Score -73113.21 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -73168.929688 Penalty: 691.180237
	Iteration 24Q: 3 clusters Score -73168.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -73195.507812 Penalty: 691.180237
	Iteration 25Q: 3 clusters Score -73195.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -73218.273438 Penalty: 691.180237
	Iteration 26Q: 3 clusters Score -73218.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -73233.726562 Penalty: 691.180237
	Iteration 27Q: 3 clusters Score -73233.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -73244.437500 Penalty: 691.180237
	Iteration 28Q: 3 clusters Score -73244.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -73250.656250 Penalty: 691.180237
	Iteration 29Q: 3 clusters Score -73250.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -73252.382812 Penalty: 691.180237
	Iteration 30Q: 3 clusters Score -73252.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -73255.132812 Penalty: 691.180237
	Iteration 31Q: 3 clusters Score -73255.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -73257.867188 Penalty: 691.180237
	Iteration 32Q: 3 clusters Score -73257.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -73260.015625 Penalty: 691.180237
	Iteration 33Q: 3 clusters Score -73260.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -73263.148438 Penalty: 691.180237
	Iteration 34Q: 3 clusters Score -73263.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -73264.820312 Penalty: 691.180237
	Iteration 35Q: 3 clusters Score -73264.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -73264.820312 Penalty: 691.180237
	Iteration 36F: 3 clusters Score -73264.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1037 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 159858 members 
Mstep: Class 5 contains 13149 members 
Mstep: Class 6 contains 3112 members 
Mstep: Class 7 contains 6207 members 
Mstep: Class 8 contains 4434 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 5936 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26542 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 7323 members 
Mstep: Class 15 contains 300749 members 
Mstep: Class 16 contains 59686 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3466 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 5525 members 
Mstep: Class 22 contains 16765 members 
Mstep: Class 23 contains 902 members 
Mstep: Class 24 contains 1126 members 
Mstep: Class 25 contains 871 members 
Mstep: Class 26 contains 1535 members 
Mstep: Class 27 contains 3724 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9112 members 
Mstep: Class 30 contains 35845 members 
Mstep: Class 31 contains 3477 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 1006 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4531 members 
Mstep: Class 38 contains 26307 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 863 members 
Entering Unmasked Estep 
Score: -28348192.000000 Penalty: 24571.453125
Splitting cluster 24 changes total score from -28348302.000000 to -28348192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -29819.414062 Penalty: 308.018707
	Iteration 0F: 2 clusters Score -29819.41 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 442 members 
Entering Unmasked Estep 
Score: -29081.154297 Penalty: 616.037415
	Iteration 0F: 3 clusters Score -29081.15 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -29357.626953 Penalty: 616.037415
	Iteration 1F: 3 clusters Score -29357.63 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -29444.580078 Penalty: 616.037415
	Iteration 2F: 3 clusters Score -29444.58 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -29497.492188 Penalty: 616.037415
	Iteration 3F: 3 clusters Score -29497.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -29521.892578 Penalty: 616.037415
	Iteration 4Q: 3 clusters Score -29521.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -29549.373047 Penalty: 616.037415
	Iteration 5Q: 3 clusters Score -29549.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -29572.548828 Penalty: 616.037415
	Iteration 6Q: 3 clusters Score -29572.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -29594.460938 Penalty: 616.037415
	Iteration 7Q: 3 clusters Score -29594.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -29618.261719 Penalty: 616.037415
	Iteration 8Q: 3 clusters Score -29618.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -29642.839844 Penalty: 616.037415
	Iteration 9Q: 3 clusters Score -29642.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -29676.720703 Penalty: 616.037415
	Iteration 10Q: 3 clusters Score -29676.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -29695.644531 Penalty: 616.037415
	Iteration 11Q: 3 clusters Score -29695.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -29705.886719 Penalty: 616.037415
	Iteration 12Q: 3 clusters Score -29705.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -29711.517578 Penalty: 616.037415
	Iteration 13Q: 3 clusters Score -29711.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -29713.664062 Penalty: 616.037415
	Iteration 14Q: 3 clusters Score -29713.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -29722.789062 Penalty: 616.037415
	Iteration 15Q: 3 clusters Score -29722.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -29726.355469 Penalty: 616.037415
	Iteration 16Q: 3 clusters Score -29726.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -29727.031250 Penalty: 616.037415
	Iteration 17Q: 3 clusters Score -29727.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -29728.261719 Penalty: 616.037415
	Iteration 18Q: 3 clusters Score -29728.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -29728.857422 Penalty: 616.037415
	Iteration 19Q: 3 clusters Score -29728.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -29728.857422 Penalty: 616.037415
	Iteration 20F: 3 clusters Score -29728.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Entering Unmasked Estep 
Score: -60529.617188 Penalty: 333.800995
	Iteration 0F: 2 clusters Score -60529.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -59394.433594 Penalty: 667.601990
	Iteration 0F: 3 clusters Score -59394.43 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -59745.367188 Penalty: 667.601990
	Iteration 1F: 3 clusters Score -59745.37 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -59828.144531 Penalty: 667.601990
	Iteration 2F: 3 clusters Score -59828.14 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -59887.460938 Penalty: 667.601990
	Iteration 3F: 3 clusters Score -59887.46 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -59926.574219 Penalty: 667.601990
	Iteration 4Q: 3 clusters Score -59926.57 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -59964.843750 Penalty: 667.601990
	Iteration 5Q: 3 clusters Score -59964.84 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -60003.265625 Penalty: 667.601990
	Iteration 6Q: 3 clusters Score -60003.27 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -60033.550781 Penalty: 667.601990
	Iteration 7Q: 3 clusters Score -60033.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -60055.480469 Penalty: 667.601990
	Iteration 8Q: 3 clusters Score -60055.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -60073.273438 Penalty: 667.601990
	Iteration 9Q: 3 clusters Score -60073.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -60088.105469 Penalty: 667.601990
	Iteration 10Q: 3 clusters Score -60088.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -60107.484375 Penalty: 667.601990
	Iteration 11Q: 3 clusters Score -60107.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -60121.632812 Penalty: 667.601990
	Iteration 12Q: 3 clusters Score -60121.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -60131.859375 Penalty: 667.601990
	Iteration 13Q: 3 clusters Score -60131.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -60141.605469 Penalty: 667.601990
	Iteration 14Q: 3 clusters Score -60141.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -60148.742188 Penalty: 667.601990
	Iteration 15Q: 3 clusters Score -60148.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -60157.640625 Penalty: 667.601990
	Iteration 16Q: 3 clusters Score -60157.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -60163.328125 Penalty: 667.601990
	Iteration 17Q: 3 clusters Score -60163.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -60170.105469 Penalty: 667.601990
	Iteration 18Q: 3 clusters Score -60170.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -60178.257812 Penalty: 667.601990
	Iteration 19Q: 3 clusters Score -60178.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -60187.742188 Penalty: 667.601990
	Iteration 20F: 3 clusters Score -60187.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -60190.628906 Penalty: 667.601990
	Iteration 21Q: 3 clusters Score -60190.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -60196.363281 Penalty: 667.601990
	Iteration 22Q: 3 clusters Score -60196.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -60201.011719 Penalty: 667.601990
	Iteration 23Q: 3 clusters Score -60201.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -60208.957031 Penalty: 667.601990
	Iteration 24Q: 3 clusters Score -60208.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -60222.589844 Penalty: 667.601990
	Iteration 25Q: 3 clusters Score -60222.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -60233.824219 Penalty: 667.601990
	Iteration 26Q: 3 clusters Score -60233.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -60242.562500 Penalty: 667.601990
	Iteration 27Q: 3 clusters Score -60242.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -60244.445312 Penalty: 667.601990
	Iteration 28Q: 3 clusters Score -60244.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -60245.968750 Penalty: 667.601990
	Iteration 29Q: 3 clusters Score -60245.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -60250.398438 Penalty: 667.601990
	Iteration 30Q: 3 clusters Score -60250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -60253.328125 Penalty: 667.601990
	Iteration 31Q: 3 clusters Score -60253.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -60254.984375 Penalty: 667.601990
	Iteration 32Q: 3 clusters Score -60254.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -60258.253906 Penalty: 667.601990
	Iteration 33Q: 3 clusters Score -60258.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -60258.253906 Penalty: 667.601990
	Iteration 34F: 3 clusters Score -60258.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -147154.203125 Penalty: 374.126160
	Iteration 0F: 2 clusters Score -147154.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -144595.265625 Penalty: 748.252319
	Iteration 0F: 3 clusters Score -144595.3 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -145756.203125 Penalty: 748.252319
	Iteration 1F: 3 clusters Score -145756.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -146079.984375 Penalty: 748.252319
	Iteration 2F: 3 clusters Score -146080 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -146362.265625 Penalty: 748.252319
	Iteration 3F: 3 clusters Score -146362.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -146606.625000 Penalty: 748.252319
	Iteration 4F: 3 clusters Score -146606.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -146786.640625 Penalty: 748.252319
	Iteration 5F: 3 clusters Score -146786.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -146905.953125 Penalty: 748.252319
	Iteration 6Q: 3 clusters Score -146906 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -146968.390625 Penalty: 748.252319
	Iteration 7Q: 3 clusters Score -146968.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -146996.531250 Penalty: 748.252319
	Iteration 8Q: 3 clusters Score -146996.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -147010.734375 Penalty: 748.252319
	Iteration 9Q: 3 clusters Score -147010.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -147017.453125 Penalty: 748.252319
	Iteration 10Q: 3 clusters Score -147017.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -147022.546875 Penalty: 748.252319
	Iteration 11Q: 3 clusters Score -147022.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -147027.156250 Penalty: 748.252319
	Iteration 12Q: 3 clusters Score -147027.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -147030.453125 Penalty: 748.252319
	Iteration 13Q: 3 clusters Score -147030.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -147031.046875 Penalty: 748.252319
	Iteration 14Q: 3 clusters Score -147031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -147031.593750 Penalty: 748.252319
	Iteration 15Q: 3 clusters Score -147031.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -147031.703125 Penalty: 748.252319
	Iteration 16Q: 3 clusters Score -147031.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -147032.218750 Penalty: 748.252319
	Iteration 17Q: 3 clusters Score -147032.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -147032.062500 Penalty: 748.252319
	Iteration 18Q: 3 clusters Score -147032.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -147032.031250 Penalty: 748.252319
	Iteration 19Q: 3 clusters Score -147032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -147032.265625 Penalty: 748.252319
	Iteration 20F: 3 clusters Score -147032.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -147032.296875 Penalty: 748.252319
	Iteration 21Q: 3 clusters Score -147032.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -147032.687500 Penalty: 748.252319
	Iteration 22Q: 3 clusters Score -147032.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -147032.734375 Penalty: 748.252319
	Iteration 23Q: 3 clusters Score -147032.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -147032.718750 Penalty: 748.252319
	Iteration 24Q: 3 clusters Score -147032.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -147032.640625 Penalty: 748.252319
	Iteration 25Q: 3 clusters Score -147032.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -147033.171875 Penalty: 748.252319
	Iteration 26Q: 3 clusters Score -147033.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -147033.171875 Penalty: 748.252319
	Iteration 27Q: 3 clusters Score -147033.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -147033.203125 Penalty: 748.252319
	Iteration 28Q: 3 clusters Score -147033.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -147033.296875 Penalty: 748.252319
	Iteration 29Q: 3 clusters Score -147033.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -147033.296875 Penalty: 748.252319
	Iteration 30F: 3 clusters Score -147033.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Entering Unmasked Estep 
Score: -129209.726562 Penalty: 369.446198
	Iteration 0F: 2 clusters Score -129209.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -126875.523438 Penalty: 738.892395
	Iteration 0F: 3 clusters Score -126875.5 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -127692.656250 Penalty: 738.892395
	Iteration 1F: 3 clusters Score -127692.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -127863.445312 Penalty: 738.892395
	Iteration 2F: 3 clusters Score -127863.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -128070.992188 Penalty: 738.892395
	Iteration 3F: 3 clusters Score -128071 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -128312.031250 Penalty: 738.892395
	Iteration 4F: 3 clusters Score -128312 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -128584.789062 Penalty: 738.892395
	Iteration 5F: 3 clusters Score -128584.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -128831.554688 Penalty: 738.892395
	Iteration 6F: 3 clusters Score -128831.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -129032.695312 Penalty: 738.892395
	Iteration 7Q: 3 clusters Score -129032.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -129209.750000 Penalty: 738.892395
	Iteration 8Q: 3 clusters Score -129209.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -129317.031250 Penalty: 738.892395
	Iteration 9Q: 3 clusters Score -129317 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -129338.085938 Penalty: 738.892395
	Iteration 10Q: 3 clusters Score -129338.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -129346.726562 Penalty: 738.892395
	Iteration 11Q: 3 clusters Score -129346.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -129350.335938 Penalty: 738.892395
	Iteration 12Q: 3 clusters Score -129350.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -129354.625000 Penalty: 738.892395
	Iteration 13Q: 3 clusters Score -129354.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -129358.406250 Penalty: 738.892395
	Iteration 14Q: 3 clusters Score -129358.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -129361.531250 Penalty: 738.892395
	Iteration 15Q: 3 clusters Score -129361.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -129362.914062 Penalty: 738.892395
	Iteration 16Q: 3 clusters Score -129362.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -129364.523438 Penalty: 738.892395
	Iteration 17Q: 3 clusters Score -129364.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -129365.054688 Penalty: 738.892395
	Iteration 18Q: 3 clusters Score -129365.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -129365.453125 Penalty: 738.892395
	Iteration 19Q: 3 clusters Score -129365.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -129365.453125 Penalty: 738.892395
	Iteration 20F: 3 clusters Score -129365.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1037 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 159858 members 
Mstep: Class 5 contains 13149 members 
Mstep: Class 6 contains 3112 members 
Mstep: Class 7 contains 6207 members 
Mstep: Class 8 contains 4434 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 5936 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26542 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 7323 members 
Mstep: Class 15 contains 300749 members 
Mstep: Class 16 contains 59686 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3466 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 5525 members 
Mstep: Class 22 contains 16765 members 
Mstep: Class 23 contains 902 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 871 members 
Mstep: Class 26 contains 1535 members 
Mstep: Class 27 contains 3724 members 
Mstep: Class 28 contains 2803 members 
Mstep: Class 29 contains 9112 members 
Mstep: Class 30 contains 35845 members 
Mstep: Class 31 contains 3477 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 1006 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 4531 members 
Mstep: Class 38 contains 26307 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 557 members 
Entering Unmasked Estep 
Score: -28348118.000000 Penalty: 24571.453125
Splitting cluster 28 changes total score from -28348302.000000 to -28348118.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (9112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Entering Unmasked Estep 
Score: -352370.218750 Penalty: 414.839325
	Iteration 0F: 2 clusters Score -352370.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -346329.968750 Penalty: 829.678650
	Iteration 0F: 3 clusters Score -346330 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -348854.593750 Penalty: 829.678650
	Iteration 1F: 3 clusters Score -348854.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -349211.750000 Penalty: 829.678650
	Iteration 2F: 3 clusters Score -349211.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -349633.812500 Penalty: 829.678650
	Iteration 3F: 3 clusters Score -349633.8 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -350061.187500 Penalty: 829.678650
	Iteration 4F: 3 clusters Score -350061.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -350487.750000 Penalty: 829.678650
	Iteration 5F: 3 clusters Score -350487.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -350891.125000 Penalty: 829.678650
	Iteration 6F: 3 clusters Score -350891.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -351135.875000 Penalty: 829.678650
	Iteration 7Q: 3 clusters Score -351135.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -351315.656250 Penalty: 829.678650
	Iteration 8Q: 3 clusters Score -351315.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -351451.343750 Penalty: 829.678650
	Iteration 9Q: 3 clusters Score -351451.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -351534.156250 Penalty: 829.678650
	Iteration 10Q: 3 clusters Score -351534.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -351607.468750 Penalty: 829.678650
	Iteration 11Q: 3 clusters Score -351607.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -351673.000000 Penalty: 829.678650
	Iteration 12Q: 3 clusters Score -351673 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -351728.625000 Penalty: 829.678650
	Iteration 13Q: 3 clusters Score -351728.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -351770.937500 Penalty: 829.678650
	Iteration 14Q: 3 clusters Score -351770.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -351802.531250 Penalty: 829.678650
	Iteration 15Q: 3 clusters Score -351802.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -351829.281250 Penalty: 829.678650
	Iteration 16Q: 3 clusters Score -351829.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -351850.031250 Penalty: 829.678650
	Iteration 17Q: 3 clusters Score -351850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -351861.812500 Penalty: 829.678650
	Iteration 18Q: 3 clusters Score -351861.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -351872.437500 Penalty: 829.678650
	Iteration 19Q: 3 clusters Score -351872.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -351881.437500 Penalty: 829.678650
	Iteration 20F: 3 clusters Score -351881.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -351889.406250 Penalty: 829.678650
	Iteration 21Q: 3 clusters Score -351889.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -351891.906250 Penalty: 829.678650
	Iteration 22Q: 3 clusters Score -351891.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -351897.093750 Penalty: 829.678650
	Iteration 23Q: 3 clusters Score -351897.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -351900.750000 Penalty: 829.678650
	Iteration 24Q: 3 clusters Score -351900.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -351906.875000 Penalty: 829.678650
	Iteration 25Q: 3 clusters Score -351906.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -351915.218750 Penalty: 829.678650
	Iteration 26Q: 3 clusters Score -351915.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -351925.187500 Penalty: 829.678650
	Iteration 27Q: 3 clusters Score -351925.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -351935.656250 Penalty: 829.678650
	Iteration 28Q: 3 clusters Score -351935.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -351949.625000 Penalty: 829.678650
	Iteration 29Q: 3 clusters Score -351949.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -351964.656250 Penalty: 829.678650
	Iteration 30Q: 3 clusters Score -351964.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -351988.218750 Penalty: 829.678650
	Iteration 31Q: 3 clusters Score -351988.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -352012.468750 Penalty: 829.678650
	Iteration 32Q: 3 clusters Score -352012.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -352036.125000 Penalty: 829.678650
	Iteration 33Q: 3 clusters Score -352036.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -352056.812500 Penalty: 829.678650
	Iteration 34Q: 3 clusters Score -352056.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -352076.031250 Penalty: 829.678650
	Iteration 35Q: 3 clusters Score -352076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -352095.500000 Penalty: 829.678650
	Iteration 36Q: 3 clusters Score -352095.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -352124.875000 Penalty: 829.678650
	Iteration 37Q: 3 clusters Score -352124.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -352145.375000 Penalty: 829.678650
	Iteration 38Q: 3 clusters Score -352145.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -352165.250000 Penalty: 829.678650
	Iteration 39Q: 3 clusters Score -352165.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -352179.750000 Penalty: 829.678650
	Iteration 40F: 3 clusters Score -352179.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -352189.500000 Penalty: 829.678650
	Iteration 41Q: 3 clusters Score -352189.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -352196.281250 Penalty: 829.678650
	Iteration 42Q: 3 clusters Score -352196.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -352198.031250 Penalty: 829.678650
	Iteration 43Q: 3 clusters Score -352198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -352199.687500 Penalty: 829.678650
	Iteration 44Q: 3 clusters Score -352199.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -352201.187500 Penalty: 829.678650
	Iteration 45Q: 3 clusters Score -352201.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -352201.468750 Penalty: 829.678650
	Iteration 46Q: 3 clusters Score -352201.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -352202.062500 Penalty: 829.678650
	Iteration 47Q: 3 clusters Score -352202.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -352201.750000 Penalty: 829.678650
	Iteration 48Q: 3 clusters Score -352201.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -352201.750000 Penalty: 829.678650
	Iteration 49F: 3 clusters Score -352201.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (35845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Entering Unmasked Estep 
Score: -1548288.375000 Penalty: 477.156647
	Iteration 0F: 2 clusters Score -1548288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -1524375.000000 Penalty: 954.313293
	Iteration 0F: 3 clusters Score -1524375 nChanged 17212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -1534106.500000 Penalty: 954.313293
	Iteration 1F: 3 clusters Score -1534106 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -1534428.875000 Penalty: 954.313293
	Iteration 2Q: 3 clusters Score -1534429 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1534818.250000 Penalty: 954.313293
	Iteration 3Q: 3 clusters Score -1534818 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1535401.000000 Penalty: 954.313293
	Iteration 4Q: 3 clusters Score -1535401 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1536507.250000 Penalty: 954.313293
	Iteration 5F: 3 clusters Score -1536507 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1538419.875000 Penalty: 954.313293
	Iteration 6F: 3 clusters Score -1538420 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1540903.375000 Penalty: 954.313293
	Iteration 7F: 3 clusters Score -1540903 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1542923.125000 Penalty: 954.313293
	Iteration 8F: 3 clusters Score -1542923 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1544112.625000 Penalty: 954.313293
	Iteration 9Q: 3 clusters Score -1544113 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1544803.750000 Penalty: 954.313293
	Iteration 10Q: 3 clusters Score -1544804 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1545267.000000 Penalty: 954.313293
	Iteration 11Q: 3 clusters Score -1545267 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1545620.875000 Penalty: 954.313293
	Iteration 12Q: 3 clusters Score -1545621 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1545946.375000 Penalty: 954.313293
	Iteration 13Q: 3 clusters Score -1545946 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1546272.000000 Penalty: 954.313293
	Iteration 14Q: 3 clusters Score -1546272 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1546561.500000 Penalty: 954.313293
	Iteration 15Q: 3 clusters Score -1546562 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1546801.750000 Penalty: 954.313293
	Iteration 16Q: 3 clusters Score -1546802 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1547018.500000 Penalty: 954.313293
	Iteration 17Q: 3 clusters Score -1547018 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1547204.500000 Penalty: 954.313293
	Iteration 18Q: 3 clusters Score -1547204 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1547343.500000 Penalty: 954.313293
	Iteration 19Q: 3 clusters Score -1547344 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1547450.125000 Penalty: 954.313293
	Iteration 20F: 3 clusters Score -1547450 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1547536.125000 Penalty: 954.313293
	Iteration 21Q: 3 clusters Score -1547536 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1547607.875000 Penalty: 954.313293
	Iteration 22Q: 3 clusters Score -1547608 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1547674.500000 Penalty: 954.313293
	Iteration 23Q: 3 clusters Score -1547674 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1547712.625000 Penalty: 954.313293
	Iteration 24Q: 3 clusters Score -1547713 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1547731.375000 Penalty: 954.313293
	Iteration 25Q: 3 clusters Score -1547731 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1547738.375000 Penalty: 954.313293
	Iteration 26Q: 3 clusters Score -1547738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1547753.375000 Penalty: 954.313293
	Iteration 27Q: 3 clusters Score -1547753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1547767.125000 Penalty: 954.313293
	Iteration 28Q: 3 clusters Score -1547767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1547788.750000 Penalty: 954.313293
	Iteration 29Q: 3 clusters Score -1547789 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1547809.500000 Penalty: 954.313293
	Iteration 30Q: 3 clusters Score -1547810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1547828.875000 Penalty: 954.313293
	Iteration 31Q: 3 clusters Score -1547829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1547854.500000 Penalty: 954.313293
	Iteration 32Q: 3 clusters Score -1547854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1547867.625000 Penalty: 954.313293
	Iteration 33Q: 3 clusters Score -1547868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1547888.500000 Penalty: 954.313293
	Iteration 34Q: 3 clusters Score -1547888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1547898.625000 Penalty: 954.313293
	Iteration 35Q: 3 clusters Score -1547899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1547901.250000 Penalty: 954.313293
	Iteration 36Q: 3 clusters Score -1547901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1547907.000000 Penalty: 954.313293
	Iteration 37Q: 3 clusters Score -1547907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1547911.250000 Penalty: 954.313293
	Iteration 38Q: 3 clusters Score -1547911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1547913.875000 Penalty: 954.313293
	Iteration 39Q: 3 clusters Score -1547914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1547914.875000 Penalty: 954.313293
	Iteration 40F: 3 clusters Score -1547915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1547918.250000 Penalty: 954.313293
	Iteration 41Q: 3 clusters Score -1547918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1547923.625000 Penalty: 954.313293
	Iteration 42Q: 3 clusters Score -1547924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1547927.250000 Penalty: 954.313293
	Iteration 43Q: 3 clusters Score -1547927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1547926.625000 Penalty: 954.313293
	Iteration 44Q: 3 clusters Score -1547927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1547928.750000 Penalty: 954.313293
	Iteration 45Q: 3 clusters Score -1547929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1547930.500000 Penalty: 954.313293
	Iteration 46Q: 3 clusters Score -1547930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1547931.250000 Penalty: 954.313293
	Iteration 47Q: 3 clusters Score -1547931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1547932.875000 Penalty: 954.313293
	Iteration 48Q: 3 clusters Score -1547933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1547932.625000 Penalty: 954.313293
	Iteration 49Q: 3 clusters Score -1547933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1547933.000000 Penalty: 954.313293
	Iteration 50Q: 3 clusters Score -1547933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1547935.250000 Penalty: 954.313293
	Iteration 51Q: 3 clusters Score -1547935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1547934.750000 Penalty: 954.313293
	Iteration 52Q: 3 clusters Score -1547935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1547937.375000 Penalty: 954.313293
	Iteration 53Q: 3 clusters Score -1547937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1547940.750000 Penalty: 954.313293
	Iteration 54Q: 3 clusters Score -1547941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1547939.875000 Penalty: 954.313293
	Iteration 55Q: 3 clusters Score -1547940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1547938.250000 Penalty: 954.313293
	Iteration 56Q: 3 clusters Score -1547938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1547938.750000 Penalty: 954.313293
	Iteration 57Q: 3 clusters Score -1547939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1547938.500000 Penalty: 954.313293
	Iteration 58Q: 3 clusters Score -1547938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1547939.125000 Penalty: 954.313293
	Iteration 59Q: 3 clusters Score -1547939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1547940.750000 Penalty: 954.313293
	Iteration 60F: 3 clusters Score -1547941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Entering Unmasked Estep 
Score: -134583.843750 Penalty: 371.003571
	Iteration 0F: 2 clusters Score -134583.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -132207.687500 Penalty: 742.007141
	Iteration 0F: 3 clusters Score -132207.7 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -133027.984375 Penalty: 742.007141
	Iteration 1F: 3 clusters Score -133028 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -133147.703125 Penalty: 742.007141
	Iteration 2F: 3 clusters Score -133147.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -133268.046875 Penalty: 742.007141
	Iteration 3F: 3 clusters Score -133268 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -133383.218750 Penalty: 742.007141
	Iteration 4F: 3 clusters Score -133383.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -133504.828125 Penalty: 742.007141
	Iteration 5F: 3 clusters Score -133504.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -133616.140625 Penalty: 742.007141
	Iteration 6F: 3 clusters Score -133616.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -133712.765625 Penalty: 742.007141
	Iteration 7Q: 3 clusters Score -133712.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -133802.500000 Penalty: 742.007141
	Iteration 8Q: 3 clusters Score -133802.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -133883.796875 Penalty: 742.007141
	Iteration 9Q: 3 clusters Score -133883.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -133958.343750 Penalty: 742.007141
	Iteration 10Q: 3 clusters Score -133958.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -134019.062500 Penalty: 742.007141
	Iteration 11Q: 3 clusters Score -134019.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -134089.312500 Penalty: 742.007141
	Iteration 12Q: 3 clusters Score -134089.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -134160.390625 Penalty: 742.007141
	Iteration 13Q: 3 clusters Score -134160.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -134210.234375 Penalty: 742.007141
	Iteration 14Q: 3 clusters Score -134210.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -134246.093750 Penalty: 742.007141
	Iteration 15Q: 3 clusters Score -134246.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -134262.468750 Penalty: 742.007141
	Iteration 16Q: 3 clusters Score -134262.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -134269.953125 Penalty: 742.007141
	Iteration 17Q: 3 clusters Score -134270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -134274.015625 Penalty: 742.007141
	Iteration 18Q: 3 clusters Score -134274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -134274.468750 Penalty: 742.007141
	Iteration 19Q: 3 clusters Score -134274.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -134274.468750 Penalty: 742.007141
	Iteration 20F: 3 clusters Score -134274.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -50539.734375 Penalty: 331.490570
	Iteration 0F: 2 clusters Score -50539.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -49423.375000 Penalty: 662.981140
	Iteration 0F: 3 clusters Score -49423.38 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -49816.464844 Penalty: 662.981140
	Iteration 1F: 3 clusters Score -49816.46 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -49903.265625 Penalty: 662.981140
	Iteration 2F: 3 clusters Score -49903.27 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -50001.910156 Penalty: 662.981140
	Iteration 3F: 3 clusters Score -50001.91 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -50111.347656 Penalty: 662.981140
	Iteration 4F: 3 clusters Score -50111.35 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -50208.578125 Penalty: 662.981140
	Iteration 5F: 3 clusters Score -50208.58 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -50297.015625 Penalty: 662.981140
	Iteration 6F: 3 clusters Score -50297.02 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -50358.890625 Penalty: 662.981140
	Iteration 7F: 3 clusters Score -50358.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -50390.410156 Penalty: 662.981140
	Iteration 8Q: 3 clusters Score -50390.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -50412.433594 Penalty: 662.981140
	Iteration 9Q: 3 clusters Score -50412.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -50426.687500 Penalty: 662.981140
	Iteration 10Q: 3 clusters Score -50426.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -50437.121094 Penalty: 662.981140
	Iteration 11Q: 3 clusters Score -50437.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -50447.562500 Penalty: 662.981140
	Iteration 12Q: 3 clusters Score -50447.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -50459.750000 Penalty: 662.981140
	Iteration 13Q: 3 clusters Score -50459.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -50474.421875 Penalty: 662.981140
	Iteration 14Q: 3 clusters Score -50474.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -50489.742188 Penalty: 662.981140
	Iteration 15Q: 3 clusters Score -50489.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -50501.796875 Penalty: 662.981140
	Iteration 16Q: 3 clusters Score -50501.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -50513.328125 Penalty: 662.981140
	Iteration 17Q: 3 clusters Score -50513.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -50518.164062 Penalty: 662.981140
	Iteration 18Q: 3 clusters Score -50518.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -50520.761719 Penalty: 662.981140
	Iteration 19Q: 3 clusters Score -50520.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -50522.621094 Penalty: 662.981140
	Iteration 20F: 3 clusters Score -50522.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -50523.921875 Penalty: 662.981140
	Iteration 21Q: 3 clusters Score -50523.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -50525.792969 Penalty: 662.981140
	Iteration 22Q: 3 clusters Score -50525.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -50527.148438 Penalty: 662.981140
	Iteration 23Q: 3 clusters Score -50527.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -50527.597656 Penalty: 662.981140
	Iteration 24Q: 3 clusters Score -50527.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -50527.789062 Penalty: 662.981140
	Iteration 25Q: 3 clusters Score -50527.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -50528.472656 Penalty: 662.981140
	Iteration 26Q: 3 clusters Score -50528.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -50529.222656 Penalty: 662.981140
	Iteration 27Q: 3 clusters Score -50529.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -50529.355469 Penalty: 662.981140
	Iteration 28Q: 3 clusters Score -50529.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -50529.355469 Penalty: 662.981140
	Iteration 29F: 3 clusters Score -50529.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -34310.253906 Penalty: 314.393768
	Iteration 0F: 2 clusters Score -34310.25 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 516 members 
Entering Unmasked Estep 
Score: -33546.988281 Penalty: 628.787537
	Iteration 0F: 3 clusters Score -33546.99 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -33881.582031 Penalty: 628.787537
	Iteration 1F: 3 clusters Score -33881.58 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -33992.457031 Penalty: 628.787537
	Iteration 2F: 3 clusters Score -33992.46 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -34056.472656 Penalty: 628.787537
	Iteration 3F: 3 clusters Score -34056.47 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -34106.996094 Penalty: 628.787537
	Iteration 4F: 3 clusters Score -34107 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -34158.609375 Penalty: 628.787537
	Iteration 5Q: 3 clusters Score -34158.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -34188.562500 Penalty: 628.787537
	Iteration 6Q: 3 clusters Score -34188.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -34199.972656 Penalty: 628.787537
	Iteration 7Q: 3 clusters Score -34199.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -34211.343750 Penalty: 628.787537
	Iteration 8Q: 3 clusters Score -34211.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -34217.878906 Penalty: 628.787537
	Iteration 9Q: 3 clusters Score -34217.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -34224.007812 Penalty: 628.787537
	Iteration 10Q: 3 clusters Score -34224.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -34227.011719 Penalty: 628.787537
	Iteration 11Q: 3 clusters Score -34227.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -34227.656250 Penalty: 628.787537
	Iteration 12Q: 3 clusters Score -34227.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -34227.984375 Penalty: 628.787537
	Iteration 13Q: 3 clusters Score -34227.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -34227.984375 Penalty: 628.787537
	Iteration 14F: 3 clusters Score -34227.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Entering Unmasked Estep 
Score: -47684.089844 Penalty: 326.623810
	Iteration 0F: 2 clusters Score -47684.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -46682.855469 Penalty: 653.247620
	Iteration 0F: 3 clusters Score -46682.86 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -47004.382812 Penalty: 653.247620
	Iteration 1F: 3 clusters Score -47004.38 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -47086.292969 Penalty: 653.247620
	Iteration 2F: 3 clusters Score -47086.29 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -47145.675781 Penalty: 653.247620
	Iteration 3F: 3 clusters Score -47145.68 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -47176.906250 Penalty: 653.247620
	Iteration 4Q: 3 clusters Score -47176.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -47201.546875 Penalty: 653.247620
	Iteration 5Q: 3 clusters Score -47201.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -47220.093750 Penalty: 653.247620
	Iteration 6Q: 3 clusters Score -47220.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -47234.734375 Penalty: 653.247620
	Iteration 7Q: 3 clusters Score -47234.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -47251.363281 Penalty: 653.247620
	Iteration 8Q: 3 clusters Score -47251.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -47269.550781 Penalty: 653.247620
	Iteration 9Q: 3 clusters Score -47269.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -47286.066406 Penalty: 653.247620
	Iteration 10Q: 3 clusters Score -47286.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -47302.027344 Penalty: 653.247620
	Iteration 11Q: 3 clusters Score -47302.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -47317.230469 Penalty: 653.247620
	Iteration 12Q: 3 clusters Score -47317.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -47327.171875 Penalty: 653.247620
	Iteration 13Q: 3 clusters Score -47327.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -47339.585938 Penalty: 653.247620
	Iteration 14Q: 3 clusters Score -47339.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -47350.015625 Penalty: 653.247620
	Iteration 15Q: 3 clusters Score -47350.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -47360.562500 Penalty: 653.247620
	Iteration 16Q: 3 clusters Score -47360.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -47375.218750 Penalty: 653.247620
	Iteration 17Q: 3 clusters Score -47375.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -47389.566406 Penalty: 653.247620
	Iteration 18Q: 3 clusters Score -47389.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -47399.941406 Penalty: 653.247620
	Iteration 19Q: 3 clusters Score -47399.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -47406.261719 Penalty: 653.247620
	Iteration 20F: 3 clusters Score -47406.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -47409.531250 Penalty: 653.247620
	Iteration 21Q: 3 clusters Score -47409.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -47411.402344 Penalty: 653.247620
	Iteration 22Q: 3 clusters Score -47411.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -47412.980469 Penalty: 653.247620
	Iteration 23Q: 3 clusters Score -47412.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -47414.972656 Penalty: 653.247620
	Iteration 24Q: 3 clusters Score -47414.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -47417.039062 Penalty: 653.247620
	Iteration 25Q: 3 clusters Score -47417.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -47417.527344 Penalty: 653.247620
	Iteration 26Q: 3 clusters Score -47417.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -47417.886719 Penalty: 653.247620
	Iteration 27Q: 3 clusters Score -47417.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -47418.378906 Penalty: 653.247620
	Iteration 28Q: 3 clusters Score -47418.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -47419.722656 Penalty: 653.247620
	Iteration 29Q: 3 clusters Score -47419.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -47419.722656 Penalty: 653.247620
	Iteration 30F: 3 clusters Score -47419.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -36121.699219 Penalty: 314.575043
	Iteration 0F: 2 clusters Score -36121.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -35316.679688 Penalty: 629.150085
	Iteration 0F: 3 clusters Score -35316.68 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -35560.800781 Penalty: 629.150085
	Iteration 1F: 3 clusters Score -35560.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -35607.785156 Penalty: 629.150085
	Iteration 2F: 3 clusters Score -35607.79 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -35644.714844 Penalty: 629.150085
	Iteration 3F: 3 clusters Score -35644.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -35677.875000 Penalty: 629.150085
	Iteration 4Q: 3 clusters Score -35677.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -35704.609375 Penalty: 629.150085
	Iteration 5Q: 3 clusters Score -35704.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -35716.996094 Penalty: 629.150085
	Iteration 6Q: 3 clusters Score -35717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -35728.117188 Penalty: 629.150085
	Iteration 7Q: 3 clusters Score -35728.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -35736.164062 Penalty: 629.150085
	Iteration 8Q: 3 clusters Score -35736.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -35739.234375 Penalty: 629.150085
	Iteration 9Q: 3 clusters Score -35739.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -35743.519531 Penalty: 629.150085
	Iteration 10Q: 3 clusters Score -35743.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -35748.761719 Penalty: 629.150085
	Iteration 11Q: 3 clusters Score -35748.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -35755.757812 Penalty: 629.150085
	Iteration 12Q: 3 clusters Score -35755.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -35760.523438 Penalty: 629.150085
	Iteration 13Q: 3 clusters Score -35760.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -35764.359375 Penalty: 629.150085
	Iteration 14Q: 3 clusters Score -35764.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -35766.429688 Penalty: 629.150085
	Iteration 15Q: 3 clusters Score -35766.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -35768.222656 Penalty: 629.150085
	Iteration 16Q: 3 clusters Score -35768.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -35770.042969 Penalty: 629.150085
	Iteration 17Q: 3 clusters Score -35770.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -35773.019531 Penalty: 629.150085
	Iteration 18Q: 3 clusters Score -35773.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -35775.246094 Penalty: 629.150085
	Iteration 19Q: 3 clusters Score -35775.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -35776.945312 Penalty: 629.150085
	Iteration 20F: 3 clusters Score -35776.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -35780.343750 Penalty: 629.150085
	Iteration 21Q: 3 clusters Score -35780.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -35781.285156 Penalty: 629.150085
	Iteration 22Q: 3 clusters Score -35781.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -35781.949219 Penalty: 629.150085
	Iteration 23Q: 3 clusters Score -35781.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -35786.363281 Penalty: 629.150085
	Iteration 24Q: 3 clusters Score -35786.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -35793.527344 Penalty: 629.150085
	Iteration 25Q: 3 clusters Score -35793.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -35799.136719 Penalty: 629.150085
	Iteration 26Q: 3 clusters Score -35799.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -35803.300781 Penalty: 629.150085
	Iteration 27Q: 3 clusters Score -35803.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -35807.355469 Penalty: 629.150085
	Iteration 28Q: 3 clusters Score -35807.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -35809.042969 Penalty: 629.150085
	Iteration 29Q: 3 clusters Score -35809.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -35810.933594 Penalty: 629.150085
	Iteration 30Q: 3 clusters Score -35810.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -35814.605469 Penalty: 629.150085
	Iteration 31Q: 3 clusters Score -35814.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -35818.269531 Penalty: 629.150085
	Iteration 32Q: 3 clusters Score -35818.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -35819.089844 Penalty: 629.150085
	Iteration 33Q: 3 clusters Score -35819.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -35819.535156 Penalty: 629.150085
	Iteration 34Q: 3 clusters Score -35819.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -35819.535156 Penalty: 629.150085
	Iteration 35F: 3 clusters Score -35819.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -24016.964844 Penalty: 292.698761
	Iteration 0F: 2 clusters Score -24016.96 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 311 members 
Entering Unmasked Estep 
Score: -23451.767578 Penalty: 585.397522
	Iteration 0F: 3 clusters Score -23451.77 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23607.593750 Penalty: 585.397522
	Iteration 1F: 3 clusters Score -23607.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -23634.314453 Penalty: 585.397522
	Iteration 2F: 3 clusters Score -23634.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -23648.947266 Penalty: 585.397522
	Iteration 3Q: 3 clusters Score -23648.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -23663.253906 Penalty: 585.397522
	Iteration 4Q: 3 clusters Score -23663.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -23671.835938 Penalty: 585.397522
	Iteration 5Q: 3 clusters Score -23671.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23676.707031 Penalty: 585.397522
	Iteration 6Q: 3 clusters Score -23676.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -23679.435547 Penalty: 585.397522
	Iteration 7Q: 3 clusters Score -23679.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -23682.363281 Penalty: 585.397522
	Iteration 8Q: 3 clusters Score -23682.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -23684.152344 Penalty: 585.397522
	Iteration 9Q: 3 clusters Score -23684.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -23687.242188 Penalty: 585.397522
	Iteration 10Q: 3 clusters Score -23687.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -23689.628906 Penalty: 585.397522
	Iteration 11Q: 3 clusters Score -23689.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -23693.199219 Penalty: 585.397522
	Iteration 12Q: 3 clusters Score -23693.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -23697.628906 Penalty: 585.397522
	Iteration 13Q: 3 clusters Score -23697.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -23700.341797 Penalty: 585.397522
	Iteration 14Q: 3 clusters Score -23700.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -23703.986328 Penalty: 585.397522
	Iteration 15Q: 3 clusters Score -23703.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -23709.207031 Penalty: 585.397522
	Iteration 16Q: 3 clusters Score -23709.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -23710.900391 Penalty: 585.397522
	Iteration 17Q: 3 clusters Score -23710.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -23711.998047 Penalty: 585.397522
	Iteration 18Q: 3 clusters Score -23712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -23712.220703 Penalty: 585.397522
	Iteration 19Q: 3 clusters Score -23712.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -23712.328125 Penalty: 585.397522
	Iteration 20F: 3 clusters Score -23712.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Entering Unmasked Estep 
Score: -178662.265625 Penalty: 383.050781
	Iteration 0F: 2 clusters Score -178662.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -175632.343750 Penalty: 766.101562
	Iteration 0F: 3 clusters Score -175632.3 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -176762.796875 Penalty: 766.101562
	Iteration 1F: 3 clusters Score -176762.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -176888.671875 Penalty: 766.101562
	Iteration 2F: 3 clusters Score -176888.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -176998.546875 Penalty: 766.101562
	Iteration 3F: 3 clusters Score -176998.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -177126.515625 Penalty: 766.101562
	Iteration 4F: 3 clusters Score -177126.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -177272.562500 Penalty: 766.101562
	Iteration 5F: 3 clusters Score -177272.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -177463.765625 Penalty: 766.101562
	Iteration 6F: 3 clusters Score -177463.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -177691.984375 Penalty: 766.101562
	Iteration 7F: 3 clusters Score -177692 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -177932.375000 Penalty: 766.101562
	Iteration 8Q: 3 clusters Score -177932.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -178246.265625 Penalty: 766.101562
	Iteration 9Q: 3 clusters Score -178246.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -178516.343750 Penalty: 766.101562
	Iteration 10Q: 3 clusters Score -178516.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -178638.500000 Penalty: 766.101562
	Iteration 11Q: 3 clusters Score -178638.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -178732.078125 Penalty: 766.101562
	Iteration 12Q: 3 clusters Score -178732.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -178883.656250 Penalty: 766.101562
	Iteration 13Q: 3 clusters Score -178883.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -179129.187500 Penalty: 766.101562
	Iteration 14Q: 3 clusters Score -179129.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -179485.781250 Penalty: 766.101562
	Iteration 15Q: 3 clusters Score -179485.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -179697.265625 Penalty: 766.101562
	Iteration 16Q: 3 clusters Score -179697.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -179764.265625 Penalty: 766.101562
	Iteration 17Q: 3 clusters Score -179764.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -179772.812500 Penalty: 766.101562
	Iteration 18Q: 3 clusters Score -179772.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -179775.156250 Penalty: 766.101562
	Iteration 19Q: 3 clusters Score -179775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -179775.156250 Penalty: 766.101562
	Iteration 20F: 3 clusters Score -179775.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -179775.375000 Penalty: 766.101562
	Iteration 21Q: 3 clusters Score -179775.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -179775.437500 Penalty: 766.101562
	Iteration 22Q: 3 clusters Score -179775.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -179775.218750 Penalty: 766.101562
	Iteration 23Q: 3 clusters Score -179775.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -179775.218750 Penalty: 766.101562
	Iteration 24F: 3 clusters Score -179775.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1037 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 159858 members 
Mstep: Class 5 contains 13149 members 
Mstep: Class 6 contains 3112 members 
Mstep: Class 7 contains 6207 members 
Mstep: Class 8 contains 4434 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 5936 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26542 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 7323 members 
Mstep: Class 15 contains 300749 members 
Mstep: Class 16 contains 59686 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3466 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 5525 members 
Mstep: Class 22 contains 16765 members 
Mstep: Class 23 contains 902 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 871 members 
Mstep: Class 26 contains 1535 members 
Mstep: Class 27 contains 3724 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9112 members 
Mstep: Class 30 contains 35845 members 
Mstep: Class 31 contains 3477 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 1006 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2062 members 
Mstep: Class 38 contains 26307 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 2469 members 
Entering Unmasked Estep 
Score: -28349198.000000 Penalty: 24571.453125
Splitting cluster 37 changes total score from -28348302.000000 to -28349198.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 38 (26307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Entering Unmasked Estep 
Score: -1006278.687500 Penalty: 463.080353
	Iteration 0F: 2 clusters Score -1006279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -988721.812500 Penalty: 926.160706
	Iteration 0F: 3 clusters Score -988721.8 nChanged 12651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -996333.875000 Penalty: 926.160706
	Iteration 1F: 3 clusters Score -996333.9 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -996894.500000 Penalty: 926.160706
	Iteration 2F: 3 clusters Score -996894.5 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -997648.187500 Penalty: 926.160706
	Iteration 3F: 3 clusters Score -997648.2 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -998671.437500 Penalty: 926.160706
	Iteration 4F: 3 clusters Score -998671.4 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -999914.500000 Penalty: 926.160706
	Iteration 5F: 3 clusters Score -999914.5 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -1001225.125000 Penalty: 926.160706
	Iteration 6F: 3 clusters Score -1001225 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -1002211.500000 Penalty: 926.160706
	Iteration 7F: 3 clusters Score -1002212 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -1002759.500000 Penalty: 926.160706
	Iteration 8Q: 3 clusters Score -1002760 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -1003089.937500 Penalty: 926.160706
	Iteration 9Q: 3 clusters Score -1003090 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -1003351.000000 Penalty: 926.160706
	Iteration 10Q: 3 clusters Score -1003351 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -1003542.875000 Penalty: 926.160706
	Iteration 11Q: 3 clusters Score -1003543 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -1003714.687500 Penalty: 926.160706
	Iteration 12Q: 3 clusters Score -1003715 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -1003861.375000 Penalty: 926.160706
	Iteration 13Q: 3 clusters Score -1003861 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -1003999.500000 Penalty: 926.160706
	Iteration 14Q: 3 clusters Score -1004000 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -1004111.750000 Penalty: 926.160706
	Iteration 15Q: 3 clusters Score -1004112 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -1004214.437500 Penalty: 926.160706
	Iteration 16Q: 3 clusters Score -1004214 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -1004318.500000 Penalty: 926.160706
	Iteration 17Q: 3 clusters Score -1004318 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -1004443.750000 Penalty: 926.160706
	Iteration 18Q: 3 clusters Score -1004444 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -1004554.625000 Penalty: 926.160706
	Iteration 19Q: 3 clusters Score -1004555 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -1004653.875000 Penalty: 926.160706
	Iteration 20F: 3 clusters Score -1004654 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -1004741.687500 Penalty: 926.160706
	Iteration 21Q: 3 clusters Score -1004742 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -1004834.937500 Penalty: 926.160706
	Iteration 22Q: 3 clusters Score -1004835 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -1004914.812500 Penalty: 926.160706
	Iteration 23Q: 3 clusters Score -1004915 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -1004988.687500 Penalty: 926.160706
	Iteration 24Q: 3 clusters Score -1004989 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -1005055.750000 Penalty: 926.160706
	Iteration 25Q: 3 clusters Score -1005056 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -1005106.750000 Penalty: 926.160706
	Iteration 26Q: 3 clusters Score -1005107 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -1005168.312500 Penalty: 926.160706
	Iteration 27Q: 3 clusters Score -1005168 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -1005222.812500 Penalty: 926.160706
	Iteration 28Q: 3 clusters Score -1005223 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -1005267.875000 Penalty: 926.160706
	Iteration 29Q: 3 clusters Score -1005268 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -1005311.625000 Penalty: 926.160706
	Iteration 30Q: 3 clusters Score -1005312 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -1005361.187500 Penalty: 926.160706
	Iteration 31Q: 3 clusters Score -1005361 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -1005401.312500 Penalty: 926.160706
	Iteration 32Q: 3 clusters Score -1005401 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -1005453.562500 Penalty: 926.160706
	Iteration 33Q: 3 clusters Score -1005454 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -1005501.500000 Penalty: 926.160706
	Iteration 34Q: 3 clusters Score -1005502 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -1005543.062500 Penalty: 926.160706
	Iteration 35Q: 3 clusters Score -1005543 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -1005590.937500 Penalty: 926.160706
	Iteration 36Q: 3 clusters Score -1005591 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -1005639.750000 Penalty: 926.160706
	Iteration 37Q: 3 clusters Score -1005640 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -1005671.187500 Penalty: 926.160706
	Iteration 38Q: 3 clusters Score -1005671 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -1005708.687500 Penalty: 926.160706
	Iteration 39Q: 3 clusters Score -1005709 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -1005731.250000 Penalty: 926.160706
	Iteration 40F: 3 clusters Score -1005731 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -1005752.000000 Penalty: 926.160706
	Iteration 41Q: 3 clusters Score -1005752 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -1005773.500000 Penalty: 926.160706
	Iteration 42Q: 3 clusters Score -1005774 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -1005789.625000 Penalty: 926.160706
	Iteration 43Q: 3 clusters Score -1005790 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -1005804.187500 Penalty: 926.160706
	Iteration 44Q: 3 clusters Score -1005804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -1005813.875000 Penalty: 926.160706
	Iteration 45Q: 3 clusters Score -1005814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -1005820.312500 Penalty: 926.160706
	Iteration 46Q: 3 clusters Score -1005820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -1005827.312500 Penalty: 926.160706
	Iteration 47Q: 3 clusters Score -1005827 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -1005838.812500 Penalty: 926.160706
	Iteration 48Q: 3 clusters Score -1005839 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -1005846.625000 Penalty: 926.160706
	Iteration 49Q: 3 clusters Score -1005847 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -1005857.937500 Penalty: 926.160706
	Iteration 50Q: 3 clusters Score -1005858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -1005866.750000 Penalty: 926.160706
	Iteration 51Q: 3 clusters Score -1005867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -1005874.125000 Penalty: 926.160706
	Iteration 52Q: 3 clusters Score -1005874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -1005877.875000 Penalty: 926.160706
	Iteration 53Q: 3 clusters Score -1005878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -1005881.625000 Penalty: 926.160706
	Iteration 54Q: 3 clusters Score -1005882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -1005887.625000 Penalty: 926.160706
	Iteration 55Q: 3 clusters Score -1005888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -1005890.937500 Penalty: 926.160706
	Iteration 56Q: 3 clusters Score -1005891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -1005898.750000 Penalty: 926.160706
	Iteration 57Q: 3 clusters Score -1005899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -1005907.750000 Penalty: 926.160706
	Iteration 58Q: 3 clusters Score -1005908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -1005914.937500 Penalty: 926.160706
	Iteration 59Q: 3 clusters Score -1005915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -1005918.812500 Penalty: 926.160706
	Iteration 60F: 3 clusters Score -1005919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -1005921.125000 Penalty: 926.160706
	Iteration 61Q: 3 clusters Score -1005921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -1005925.187500 Penalty: 926.160706
	Iteration 62Q: 3 clusters Score -1005925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -1005926.687500 Penalty: 926.160706
	Iteration 63Q: 3 clusters Score -1005927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -1005928.937500 Penalty: 926.160706
	Iteration 64Q: 3 clusters Score -1005929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -1005929.687500 Penalty: 926.160706
	Iteration 65Q: 3 clusters Score -1005930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -1005932.250000 Penalty: 926.160706
	Iteration 66Q: 3 clusters Score -1005932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -1005933.187500 Penalty: 926.160706
	Iteration 67Q: 3 clusters Score -1005933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -1005933.187500 Penalty: 926.160706
	Iteration 68F: 3 clusters Score -1005933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -5071.627930 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -5071.628 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 90 members 
Entering Unmasked Estep 
Score: -4822.060059 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -4822.06 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -4882.635742 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -4882.636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -4894.539551 Penalty: 473.063202
	Iteration 2Q: 3 clusters Score -4894.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -4898.324219 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -4898.324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -4901.423828 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -4901.424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -4906.508789 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -4906.509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -4911.873047 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -4911.873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -4915.736816 Penalty: 473.063202
	Iteration 7Q: 3 clusters Score -4915.737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4916.326660 Penalty: 473.063202
	Iteration 8Q: 3 clusters Score -4916.327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4916.326660 Penalty: 473.063202
	Iteration 9F: 3 clusters Score -4916.327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1037 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 159858 members 
Mstep: Class 5 contains 13149 members 
Mstep: Class 6 contains 3112 members 
Mstep: Class 7 contains 6207 members 
Mstep: Class 8 contains 4434 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 5936 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26542 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 7323 members 
Mstep: Class 15 contains 300749 members 
Mstep: Class 16 contains 59686 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 3466 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 5525 members 
Mstep: Class 22 contains 16765 members 
Mstep: Class 23 contains 902 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 871 members 
Mstep: Class 26 contains 1535 members 
Mstep: Class 27 contains 3724 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9112 members 
Mstep: Class 30 contains 35845 members 
Mstep: Class 31 contains 3477 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 1006 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2062 members 
Mstep: Class 38 contains 26307 members 
Mstep: Class 39 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349378.000000 Penalty: 24571.453125
Iteration 159Q: 41 clusters Score -2.834938e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1017 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 159837 members 
Mstep: Class 5 contains 13148 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 6202 members 
Mstep: Class 8 contains 4434 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 5936 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26536 members 
Mstep: Class 13 contains 2127 members 
Mstep: Class 14 contains 7322 members 
Mstep: Class 15 contains 300761 members 
Mstep: Class 16 contains 59715 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 1336 members 
Mstep: Class 21 contains 5526 members 
Mstep: Class 22 contains 16776 members 
Mstep: Class 23 contains 904 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 875 members 
Mstep: Class 26 contains 1533 members 
Mstep: Class 27 contains 3723 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 9067 members 
Mstep: Class 30 contains 35856 members 
Mstep: Class 31 contains 3476 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1007 members 
Mstep: Class 34 contains 1290 members 
Mstep: Class 35 contains 1006 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2138 members 
Mstep: Class 38 contains 26315 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 2423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349512.000000 Penalty: 24571.453125
Iteration 160F: 41 clusters Score -2.834951e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1001 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 159814 members 
Mstep: Class 5 contains 13147 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 6190 members 
Mstep: Class 8 contains 4434 members 
Mstep: Class 9 contains 3537 members 
Mstep: Class 10 contains 5935 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26529 members 
Mstep: Class 13 contains 2118 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 15 contains 300775 members 
Mstep: Class 16 contains 59741 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 646 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 1332 members 
Mstep: Class 21 contains 5524 members 
Mstep: Class 22 contains 16785 members 
Mstep: Class 23 contains 903 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 881 members 
Mstep: Class 26 contains 1532 members 
Mstep: Class 27 contains 3722 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 8970 members 
Mstep: Class 30 contains 35871 members 
Mstep: Class 31 contains 3477 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1007 members 
Mstep: Class 34 contains 1279 members 
Mstep: Class 35 contains 1006 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2212 members 
Mstep: Class 38 contains 26317 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349620.000000 Penalty: 24571.453125
Iteration 161Q: 41 clusters Score -2.834962e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 984 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 159795 members 
Mstep: Class 5 contains 13146 members 
Mstep: Class 6 contains 3094 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 5933 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26527 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 300786 members 
Mstep: Class 16 contains 59772 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 644 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 1328 members 
Mstep: Class 21 contains 5520 members 
Mstep: Class 22 contains 16795 members 
Mstep: Class 23 contains 905 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 1529 members 
Mstep: Class 27 contains 3720 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 8892 members 
Mstep: Class 30 contains 35884 members 
Mstep: Class 31 contains 3476 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1007 members 
Mstep: Class 34 contains 1269 members 
Mstep: Class 35 contains 1006 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 26321 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349652.000000 Penalty: 24571.453125
Iteration 162Q: 41 clusters Score -2.834965e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 159765 members 
Mstep: Class 5 contains 13142 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 7 contains 6161 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 3510 members 
Mstep: Class 10 contains 5933 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26528 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 300793 members 
Mstep: Class 16 contains 59796 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 643 members 
Mstep: Class 19 contains 3466 members 
Mstep: Class 20 contains 1324 members 
Mstep: Class 21 contains 5517 members 
Mstep: Class 22 contains 16824 members 
Mstep: Class 23 contains 907 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 887 members 
Mstep: Class 26 contains 1529 members 
Mstep: Class 27 contains 3722 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 8825 members 
Mstep: Class 30 contains 35901 members 
Mstep: Class 31 contains 3478 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1007 members 
Mstep: Class 34 contains 1266 members 
Mstep: Class 35 contains 1007 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2359 members 
Mstep: Class 38 contains 26320 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349600.000000 Penalty: 24571.453125
Iteration 163Q: 41 clusters Score -2.83496e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 159749 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 6150 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 3505 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26522 members 
Mstep: Class 13 contains 2111 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 300799 members 
Mstep: Class 16 contains 59817 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 642 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 20 contains 1323 members 
Mstep: Class 21 contains 5515 members 
Mstep: Class 22 contains 16842 members 
Mstep: Class 23 contains 908 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 892 members 
Mstep: Class 26 contains 1529 members 
Mstep: Class 27 contains 3723 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 8782 members 
Mstep: Class 30 contains 35915 members 
Mstep: Class 31 contains 3478 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1007 members 
Mstep: Class 34 contains 1263 members 
Mstep: Class 35 contains 1007 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2406 members 
Mstep: Class 38 contains 26317 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349664.000000 Penalty: 24571.453125
Iteration 164Q: 41 clusters Score -2.834966e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 159719 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 3054 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 3500 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 26521 members 
Mstep: Class 13 contains 2110 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 300806 members 
Mstep: Class 16 contains 59835 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 644 members 
Mstep: Class 19 contains 3469 members 
Mstep: Class 20 contains 1320 members 
Mstep: Class 21 contains 5516 members 
Mstep: Class 22 contains 16866 members 
Mstep: Class 23 contains 909 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1526 members 
Mstep: Class 27 contains 3722 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 8750 members 
Mstep: Class 30 contains 35929 members 
Mstep: Class 31 contains 3478 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1007 members 
Mstep: Class 34 contains 1260 members 
Mstep: Class 35 contains 1008 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2444 members 
Mstep: Class 38 contains 26315 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349670.000000 Penalty: 24571.453125
Iteration 165Q: 41 clusters Score -2.834967e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 936 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 159695 members 
Mstep: Class 5 contains 13143 members 
Mstep: Class 6 contains 3042 members 
Mstep: Class 7 contains 6129 members 
Mstep: Class 8 contains 4434 members 
Mstep: Class 9 contains 3498 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 26522 members 
Mstep: Class 13 contains 2110 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 15 contains 300818 members 
Mstep: Class 16 contains 59845 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 643 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 20 contains 1316 members 
Mstep: Class 21 contains 5517 members 
Mstep: Class 22 contains 16887 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1524 members 
Mstep: Class 27 contains 3721 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 8710 members 
Mstep: Class 30 contains 35939 members 
Mstep: Class 31 contains 3480 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1007 members 
Mstep: Class 34 contains 1259 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2485 members 
Mstep: Class 38 contains 26313 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349618.000000 Penalty: 24571.453125
Iteration 166Q: 41 clusters Score -2.834962e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 159676 members 
Mstep: Class 5 contains 13143 members 
Mstep: Class 6 contains 3034 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3495 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 26526 members 
Mstep: Class 13 contains 2110 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 15 contains 300825 members 
Mstep: Class 16 contains 59855 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 643 members 
Mstep: Class 19 contains 3466 members 
Mstep: Class 20 contains 1310 members 
Mstep: Class 21 contains 5517 members 
Mstep: Class 22 contains 16909 members 
Mstep: Class 23 contains 911 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 892 members 
Mstep: Class 26 contains 1521 members 
Mstep: Class 27 contains 3721 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 8673 members 
Mstep: Class 30 contains 35950 members 
Mstep: Class 31 contains 3481 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 1259 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2524 members 
Mstep: Class 38 contains 26310 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349652.000000 Penalty: 24571.453125
Iteration 167Q: 41 clusters Score -2.834965e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 920 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 159661 members 
Mstep: Class 5 contains 13142 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 6115 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3493 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 26527 members 
Mstep: Class 13 contains 2110 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 15 contains 300834 members 
Mstep: Class 16 contains 59862 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 643 members 
Mstep: Class 19 contains 3466 members 
Mstep: Class 20 contains 1310 members 
Mstep: Class 21 contains 5517 members 
Mstep: Class 22 contains 16928 members 
Mstep: Class 23 contains 911 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1518 members 
Mstep: Class 27 contains 3720 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 8629 members 
Mstep: Class 30 contains 35958 members 
Mstep: Class 31 contains 3482 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2566 members 
Mstep: Class 38 contains 26307 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349636.000000 Penalty: 24571.453125
Iteration 168Q: 41 clusters Score -2.834964e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 912 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 159645 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 3006 members 
Mstep: Class 7 contains 6107 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3491 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 26527 members 
Mstep: Class 13 contains 2110 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 15 contains 300849 members 
Mstep: Class 16 contains 59871 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 644 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 1310 members 
Mstep: Class 21 contains 5517 members 
Mstep: Class 22 contains 16946 members 
Mstep: Class 23 contains 911 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1517 members 
Mstep: Class 27 contains 3720 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 8584 members 
Mstep: Class 30 contains 35966 members 
Mstep: Class 31 contains 3482 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 1256 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2612 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349614.000000 Penalty: 24571.453125
Iteration 169Q: 41 clusters Score -2.834961e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 907 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 159631 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 2989 members 
Mstep: Class 7 contains 6090 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3489 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 26525 members 
Mstep: Class 13 contains 2110 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 15 contains 300864 members 
Mstep: Class 16 contains 59885 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 644 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 1311 members 
Mstep: Class 21 contains 5517 members 
Mstep: Class 22 contains 16969 members 
Mstep: Class 23 contains 911 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 3720 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 8526 members 
Mstep: Class 30 contains 35973 members 
Mstep: Class 31 contains 3483 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 1253 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2667 members 
Mstep: Class 38 contains 26303 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349648.000000 Penalty: 24571.453125
Iteration 170Q: 41 clusters Score -2.834965e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 902 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 159614 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 2970 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3489 members 
Mstep: Class 10 contains 5933 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 26524 members 
Mstep: Class 13 contains 2110 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 15 contains 300870 members 
Mstep: Class 16 contains 59902 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 644 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 1310 members 
Mstep: Class 21 contains 5517 members 
Mstep: Class 22 contains 16996 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 3720 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 8472 members 
Mstep: Class 30 contains 35983 members 
Mstep: Class 31 contains 3484 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 1252 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2719 members 
Mstep: Class 38 contains 26300 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349622.000000 Penalty: 24571.453125
Iteration 171Q: 41 clusters Score -2.834962e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 893 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 159597 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 2947 members 
Mstep: Class 7 contains 6051 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 3488 members 
Mstep: Class 10 contains 5933 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26524 members 
Mstep: Class 13 contains 2110 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 300878 members 
Mstep: Class 16 contains 59923 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 645 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 1310 members 
Mstep: Class 21 contains 5517 members 
Mstep: Class 22 contains 17032 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1514 members 
Mstep: Class 27 contains 3720 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 8413 members 
Mstep: Class 30 contains 35988 members 
Mstep: Class 31 contains 3485 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 1251 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2773 members 
Mstep: Class 38 contains 26298 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349652.000000 Penalty: 24571.453125
Iteration 172Q: 41 clusters Score -2.834965e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 159585 members 
Mstep: Class 5 contains 13142 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 6036 members 
Mstep: Class 8 contains 4425 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5933 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26523 members 
Mstep: Class 13 contains 2109 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 15 contains 300883 members 
Mstep: Class 16 contains 59935 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 645 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 1307 members 
Mstep: Class 21 contains 5517 members 
Mstep: Class 22 contains 17068 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 1993 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1513 members 
Mstep: Class 27 contains 3720 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 8366 members 
Mstep: Class 30 contains 35992 members 
Mstep: Class 31 contains 3485 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 1251 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 26296 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349660.000000 Penalty: 24571.453125
Iteration 173Q: 41 clusters Score -2.834966e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 879 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 159574 members 
Mstep: Class 5 contains 13143 members 
Mstep: Class 6 contains 2906 members 
Mstep: Class 7 contains 6029 members 
Mstep: Class 8 contains 4424 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5933 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26521 members 
Mstep: Class 13 contains 2107 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 300898 members 
Mstep: Class 16 contains 59943 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 646 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 5517 members 
Mstep: Class 22 contains 17089 members 
Mstep: Class 23 contains 919 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1511 members 
Mstep: Class 27 contains 3720 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 8321 members 
Mstep: Class 30 contains 35996 members 
Mstep: Class 31 contains 3485 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 1249 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2866 members 
Mstep: Class 38 contains 26295 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349712.000000 Penalty: 24571.453125
Iteration 174Q: 41 clusters Score -2.834971e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 871 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 159565 members 
Mstep: Class 5 contains 13143 members 
Mstep: Class 6 contains 2885 members 
Mstep: Class 7 contains 6028 members 
Mstep: Class 8 contains 4422 members 
Mstep: Class 9 contains 3488 members 
Mstep: Class 10 contains 5933 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26519 members 
Mstep: Class 13 contains 2100 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 300913 members 
Mstep: Class 16 contains 59942 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 1300 members 
Mstep: Class 21 contains 5517 members 
Mstep: Class 22 contains 17114 members 
Mstep: Class 23 contains 919 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1510 members 
Mstep: Class 27 contains 3720 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 8273 members 
Mstep: Class 30 contains 36000 members 
Mstep: Class 31 contains 3485 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 1248 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2917 members 
Mstep: Class 38 contains 26295 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349698.000000 Penalty: 24571.453125
Iteration 175Q: 41 clusters Score -2.83497e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 864 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 159552 members 
Mstep: Class 5 contains 13143 members 
Mstep: Class 6 contains 2862 members 
Mstep: Class 7 contains 6018 members 
Mstep: Class 8 contains 4422 members 
Mstep: Class 9 contains 3486 members 
Mstep: Class 10 contains 5933 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26518 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 300929 members 
Mstep: Class 16 contains 59953 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5516 members 
Mstep: Class 22 contains 17136 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 1993 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1513 members 
Mstep: Class 27 contains 3720 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 8224 members 
Mstep: Class 30 contains 36003 members 
Mstep: Class 31 contains 3485 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 1248 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 2969 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349784.000000 Penalty: 24571.453125
Iteration 176Q: 41 clusters Score -2.834978e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 859 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 159547 members 
Mstep: Class 5 contains 13142 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 6016 members 
Mstep: Class 8 contains 4423 members 
Mstep: Class 9 contains 3486 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26515 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 300934 members 
Mstep: Class 16 contains 59960 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 1295 members 
Mstep: Class 21 contains 5515 members 
Mstep: Class 22 contains 17164 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1513 members 
Mstep: Class 27 contains 3720 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 8172 members 
Mstep: Class 30 contains 36004 members 
Mstep: Class 31 contains 3486 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 1248 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3020 members 
Mstep: Class 38 contains 26298 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349762.000000 Penalty: 24571.453125
Iteration 177Q: 41 clusters Score -2.834976e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 854 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 159543 members 
Mstep: Class 5 contains 13142 members 
Mstep: Class 6 contains 2826 members 
Mstep: Class 7 contains 6016 members 
Mstep: Class 8 contains 4423 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26511 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 300945 members 
Mstep: Class 16 contains 59963 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 1295 members 
Mstep: Class 21 contains 5515 members 
Mstep: Class 22 contains 17178 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1512 members 
Mstep: Class 27 contains 3720 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 8125 members 
Mstep: Class 30 contains 36005 members 
Mstep: Class 31 contains 3487 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 1248 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 26299 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349772.000000 Penalty: 24571.453125
Iteration 178Q: 41 clusters Score -2.834977e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 159539 members 
Mstep: Class 5 contains 13142 members 
Mstep: Class 6 contains 2818 members 
Mstep: Class 7 contains 6013 members 
Mstep: Class 8 contains 4423 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 26509 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 300952 members 
Mstep: Class 16 contains 59965 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17193 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1510 members 
Mstep: Class 27 contains 3720 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 8067 members 
Mstep: Class 30 contains 36005 members 
Mstep: Class 31 contains 3489 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 1247 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3130 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349734.000000 Penalty: 24571.453125
Iteration 179Q: 41 clusters Score -2.834973e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 159538 members 
Mstep: Class 5 contains 13142 members 
Mstep: Class 6 contains 2805 members 
Mstep: Class 7 contains 6012 members 
Mstep: Class 8 contains 4423 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 26507 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 300958 members 
Mstep: Class 16 contains 59972 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17207 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1507 members 
Mstep: Class 27 contains 3720 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 8008 members 
Mstep: Class 30 contains 36005 members 
Mstep: Class 31 contains 3491 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 1248 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3184 members 
Mstep: Class 38 contains 26296 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349802.000000 Penalty: 24571.453125
Iteration 180F: 41 clusters Score -2.83498e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 841 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 159537 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 6009 members 
Mstep: Class 8 contains 4424 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 26506 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 300965 members 
Mstep: Class 16 contains 59977 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 1293 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17223 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 3719 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7935 members 
Mstep: Class 30 contains 36005 members 
Mstep: Class 31 contains 3494 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 1248 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3258 members 
Mstep: Class 38 contains 26293 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349868.000000 Penalty: 24571.453125
Iteration 181Q: 41 clusters Score -2.834987e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 840 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 159532 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 6007 members 
Mstep: Class 8 contains 4425 members 
Mstep: Class 9 contains 3486 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 26504 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 300970 members 
Mstep: Class 16 contains 59983 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 1291 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17236 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 889 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 3717 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7825 members 
Mstep: Class 30 contains 36005 members 
Mstep: Class 31 contains 3498 members 
Mstep: Class 32 contains 1460 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 1248 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3362 members 
Mstep: Class 38 contains 26294 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349910.000000 Penalty: 24571.453125
Iteration 182Q: 41 clusters Score -2.834991e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 159530 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 6009 members 
Mstep: Class 8 contains 4425 members 
Mstep: Class 9 contains 3484 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 26501 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 300970 members 
Mstep: Class 16 contains 59988 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 655 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 1291 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17254 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 889 members 
Mstep: Class 26 contains 1502 members 
Mstep: Class 27 contains 3716 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7715 members 
Mstep: Class 30 contains 36005 members 
Mstep: Class 31 contains 3501 members 
Mstep: Class 32 contains 1460 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 1248 members 
Mstep: Class 35 contains 1012 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3467 members 
Mstep: Class 38 contains 26296 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349994.000000 Penalty: 24571.453125
Iteration 183Q: 41 clusters Score -2.834999e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 159529 members 
Mstep: Class 5 contains 13142 members 
Mstep: Class 6 contains 2753 members 
Mstep: Class 7 contains 6013 members 
Mstep: Class 8 contains 4425 members 
Mstep: Class 9 contains 3483 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 26501 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 300975 members 
Mstep: Class 16 contains 59988 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 3466 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17266 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1502 members 
Mstep: Class 27 contains 3713 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7603 members 
Mstep: Class 30 contains 36005 members 
Mstep: Class 31 contains 3504 members 
Mstep: Class 32 contains 1461 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 1248 members 
Mstep: Class 35 contains 1012 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3573 members 
Mstep: Class 38 contains 26296 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350112.000000 Penalty: 24571.453125
Iteration 184Q: 41 clusters Score -2.835011e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 813 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 159527 members 
Mstep: Class 5 contains 13142 members 
Mstep: Class 6 contains 2743 members 
Mstep: Class 7 contains 6021 members 
Mstep: Class 8 contains 4425 members 
Mstep: Class 9 contains 3484 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26501 members 
Mstep: Class 13 contains 2073 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 300984 members 
Mstep: Class 16 contains 59988 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 1295 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17276 members 
Mstep: Class 23 contains 924 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1499 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7515 members 
Mstep: Class 30 contains 36005 members 
Mstep: Class 31 contains 3505 members 
Mstep: Class 32 contains 1461 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 1249 members 
Mstep: Class 35 contains 1012 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3657 members 
Mstep: Class 38 contains 26296 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350180.000000 Penalty: 24571.453125
Iteration 185Q: 41 clusters Score -2.835018e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 803 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 159525 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 2733 members 
Mstep: Class 7 contains 6021 members 
Mstep: Class 8 contains 4425 members 
Mstep: Class 9 contains 3488 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 26503 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 7322 members 
Mstep: Class 15 contains 300993 members 
Mstep: Class 16 contains 59989 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 3464 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17288 members 
Mstep: Class 23 contains 924 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1496 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7442 members 
Mstep: Class 30 contains 36005 members 
Mstep: Class 31 contains 3507 members 
Mstep: Class 32 contains 1460 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1248 members 
Mstep: Class 35 contains 1013 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3728 members 
Mstep: Class 38 contains 26294 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350192.000000 Penalty: 24571.453125
Iteration 186Q: 41 clusters Score -2.835019e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 159522 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 6025 members 
Mstep: Class 8 contains 4425 members 
Mstep: Class 9 contains 3488 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 26502 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 7323 members 
Mstep: Class 15 contains 301000 members 
Mstep: Class 16 contains 59992 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 20 contains 1300 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17305 members 
Mstep: Class 23 contains 924 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1493 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7392 members 
Mstep: Class 30 contains 36005 members 
Mstep: Class 31 contains 3508 members 
Mstep: Class 32 contains 1460 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1248 members 
Mstep: Class 35 contains 1013 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3777 members 
Mstep: Class 38 contains 26291 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350222.000000 Penalty: 24571.453125
Iteration 187Q: 41 clusters Score -2.835022e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 159518 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 6025 members 
Mstep: Class 8 contains 4426 members 
Mstep: Class 9 contains 3488 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 26503 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 7323 members 
Mstep: Class 15 contains 301004 members 
Mstep: Class 16 contains 59998 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 20 contains 1299 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17319 members 
Mstep: Class 23 contains 924 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1490 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7344 members 
Mstep: Class 30 contains 36005 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1460 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1246 members 
Mstep: Class 35 contains 1013 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3825 members 
Mstep: Class 38 contains 26291 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350264.000000 Penalty: 24571.453125
Iteration 188Q: 41 clusters Score -2.835026e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 777 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 159514 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 6023 members 
Mstep: Class 8 contains 4426 members 
Mstep: Class 9 contains 3489 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26504 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 7323 members 
Mstep: Class 15 contains 301009 members 
Mstep: Class 16 contains 60005 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 20 contains 1299 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17328 members 
Mstep: Class 23 contains 925 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1486 members 
Mstep: Class 27 contains 3712 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7308 members 
Mstep: Class 30 contains 36005 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1460 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1013 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3859 members 
Mstep: Class 38 contains 26292 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350218.000000 Penalty: 24571.453125
Iteration 189Q: 41 clusters Score -2.835022e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 769 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 159514 members 
Mstep: Class 5 contains 13142 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 6022 members 
Mstep: Class 8 contains 4426 members 
Mstep: Class 9 contains 3490 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26503 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 7322 members 
Mstep: Class 15 contains 301011 members 
Mstep: Class 16 contains 60009 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 655 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17342 members 
Mstep: Class 23 contains 925 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1484 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7279 members 
Mstep: Class 30 contains 36005 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1012 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3889 members 
Mstep: Class 38 contains 26292 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350216.000000 Penalty: 24571.453125
Iteration 190Q: 41 clusters Score -2.835022e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 766 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 159514 members 
Mstep: Class 5 contains 13143 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 6018 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 3488 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26503 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 301010 members 
Mstep: Class 16 contains 60010 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 20 contains 1295 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17358 members 
Mstep: Class 23 contains 925 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1480 members 
Mstep: Class 27 contains 3710 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7251 members 
Mstep: Class 30 contains 36006 members 
Mstep: Class 31 contains 3510 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3920 members 
Mstep: Class 38 contains 26292 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350240.000000 Penalty: 24571.453125
Iteration 191Q: 41 clusters Score -2.835024e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 765 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159516 members 
Mstep: Class 5 contains 13143 members 
Mstep: Class 6 contains 2682 members 
Mstep: Class 7 contains 6014 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 3489 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26503 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301005 members 
Mstep: Class 16 contains 60011 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5513 members 
Mstep: Class 22 contains 17378 members 
Mstep: Class 23 contains 925 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1477 members 
Mstep: Class 27 contains 3710 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7227 members 
Mstep: Class 30 contains 36009 members 
Mstep: Class 31 contains 3510 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 26293 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350224.000000 Penalty: 24571.453125
Iteration 192Q: 41 clusters Score -2.835022e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 764 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159515 members 
Mstep: Class 5 contains 13143 members 
Mstep: Class 6 contains 2673 members 
Mstep: Class 7 contains 6009 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 3489 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26503 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 301003 members 
Mstep: Class 16 contains 60011 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 655 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 20 contains 1295 members 
Mstep: Class 21 contains 5512 members 
Mstep: Class 22 contains 17394 members 
Mstep: Class 23 contains 925 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 892 members 
Mstep: Class 26 contains 1476 members 
Mstep: Class 27 contains 3710 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7207 members 
Mstep: Class 30 contains 36010 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 26294 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350214.000000 Penalty: 24571.453125
Iteration 193Q: 41 clusters Score -2.835021e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159513 members 
Mstep: Class 5 contains 13143 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 6002 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26503 members 
Mstep: Class 13 contains 2071 members 
Mstep: Class 14 contains 7322 members 
Mstep: Class 15 contains 301002 members 
Mstep: Class 16 contains 60013 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5512 members 
Mstep: Class 22 contains 17413 members 
Mstep: Class 23 contains 925 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 892 members 
Mstep: Class 26 contains 1476 members 
Mstep: Class 27 contains 3710 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7193 members 
Mstep: Class 30 contains 36010 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3964 members 
Mstep: Class 38 contains 26294 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350198.000000 Penalty: 24571.453125
Iteration 194Q: 41 clusters Score -2.83502e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159514 members 
Mstep: Class 5 contains 13143 members 
Mstep: Class 6 contains 2655 members 
Mstep: Class 7 contains 5990 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26504 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 301004 members 
Mstep: Class 16 contains 60013 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5513 members 
Mstep: Class 22 contains 17430 members 
Mstep: Class 23 contains 925 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1477 members 
Mstep: Class 27 contains 3710 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7179 members 
Mstep: Class 30 contains 36010 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3974 members 
Mstep: Class 38 contains 26294 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350200.000000 Penalty: 24571.453125
Iteration 195Q: 41 clusters Score -2.83502e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159513 members 
Mstep: Class 5 contains 13143 members 
Mstep: Class 6 contains 2652 members 
Mstep: Class 7 contains 5980 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26505 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 301008 members 
Mstep: Class 16 contains 60012 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5513 members 
Mstep: Class 22 contains 17440 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1476 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7174 members 
Mstep: Class 30 contains 36011 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3979 members 
Mstep: Class 38 contains 26296 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350170.000000 Penalty: 24571.453125
Iteration 196Q: 41 clusters Score -2.835017e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159509 members 
Mstep: Class 5 contains 13143 members 
Mstep: Class 6 contains 2648 members 
Mstep: Class 7 contains 5975 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26506 members 
Mstep: Class 13 contains 2064 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 301011 members 
Mstep: Class 16 contains 60008 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17451 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 1475 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36013 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26299 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350142.000000 Penalty: 24571.453125
Iteration 197Q: 41 clusters Score -2.835014e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159506 members 
Mstep: Class 5 contains 13144 members 
Mstep: Class 6 contains 2643 members 
Mstep: Class 7 contains 5966 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26508 members 
Mstep: Class 13 contains 2064 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 301013 members 
Mstep: Class 16 contains 60012 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17463 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 1475 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36013 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26299 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350150.000000 Penalty: 24571.453125
Iteration 198Q: 41 clusters Score -2.835015e+07 nChanged 42
Entering ConstructFrom: 
Score: -28350150.000000 Penalty: 24571.453125
Entering ConstructFrom: 
Trying to split cluster 1 (3073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Entering Unmasked Estep 
Score: -117816.492188 Penalty: 365.383636
	Iteration 0F: 2 clusters Score -117816.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -115733.898438 Penalty: 730.767273
	Iteration 0F: 3 clusters Score -115733.9 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -116489.320312 Penalty: 730.767273
	Iteration 1F: 3 clusters Score -116489.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -116681.140625 Penalty: 730.767273
	Iteration 2F: 3 clusters Score -116681.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -116850.101562 Penalty: 730.767273
	Iteration 3F: 3 clusters Score -116850.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -116968.054688 Penalty: 730.767273
	Iteration 4F: 3 clusters Score -116968.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -117069.664062 Penalty: 730.767273
	Iteration 5Q: 3 clusters Score -117069.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -117143.007812 Penalty: 730.767273
	Iteration 6Q: 3 clusters Score -117143 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -117205.718750 Penalty: 730.767273
	Iteration 7Q: 3 clusters Score -117205.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -117266.125000 Penalty: 730.767273
	Iteration 8Q: 3 clusters Score -117266.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -117315.875000 Penalty: 730.767273
	Iteration 9Q: 3 clusters Score -117315.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -117348.984375 Penalty: 730.767273
	Iteration 10Q: 3 clusters Score -117349 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -117382.734375 Penalty: 730.767273
	Iteration 11Q: 3 clusters Score -117382.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -117414.789062 Penalty: 730.767273
	Iteration 12Q: 3 clusters Score -117414.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -117442.734375 Penalty: 730.767273
	Iteration 13Q: 3 clusters Score -117442.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -117469.343750 Penalty: 730.767273
	Iteration 14Q: 3 clusters Score -117469.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -117487.070312 Penalty: 730.767273
	Iteration 15Q: 3 clusters Score -117487.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -117492.335938 Penalty: 730.767273
	Iteration 16Q: 3 clusters Score -117492.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -117494.773438 Penalty: 730.767273
	Iteration 17Q: 3 clusters Score -117494.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -117497.007812 Penalty: 730.767273
	Iteration 18Q: 3 clusters Score -117497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -117497.992188 Penalty: 730.767273
	Iteration 19Q: 3 clusters Score -117498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -117497.992188 Penalty: 730.767273
	Iteration 20F: 3 clusters Score -117498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -29580.513672 Penalty: 301.815979
	Iteration 0F: 2 clusters Score -29580.51 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 399 members 
Entering Unmasked Estep 
Score: -28926.867188 Penalty: 603.631958
	Iteration 0F: 3 clusters Score -28926.87 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -29146.480469 Penalty: 603.631958
	Iteration 1F: 3 clusters Score -29146.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -29198.806641 Penalty: 603.631958
	Iteration 2F: 3 clusters Score -29198.81 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -29260.326172 Penalty: 603.631958
	Iteration 3F: 3 clusters Score -29260.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -29308.480469 Penalty: 603.631958
	Iteration 4F: 3 clusters Score -29308.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -29344.132812 Penalty: 603.631958
	Iteration 5Q: 3 clusters Score -29344.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -29364.707031 Penalty: 603.631958
	Iteration 6Q: 3 clusters Score -29364.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -29378.070312 Penalty: 603.631958
	Iteration 7Q: 3 clusters Score -29378.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -29387.207031 Penalty: 603.631958
	Iteration 8Q: 3 clusters Score -29387.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -29394.052734 Penalty: 603.631958
	Iteration 9Q: 3 clusters Score -29394.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -29400.777344 Penalty: 603.631958
	Iteration 10Q: 3 clusters Score -29400.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -29407.908203 Penalty: 603.631958
	Iteration 11Q: 3 clusters Score -29407.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -29415.107422 Penalty: 603.631958
	Iteration 12Q: 3 clusters Score -29415.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -29418.310547 Penalty: 603.631958
	Iteration 13Q: 3 clusters Score -29418.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -29419.742188 Penalty: 603.631958
	Iteration 14Q: 3 clusters Score -29419.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -29420.806641 Penalty: 603.631958
	Iteration 15Q: 3 clusters Score -29420.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -29421.642578 Penalty: 603.631958
	Iteration 16Q: 3 clusters Score -29421.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -29421.642578 Penalty: 603.631958
	Iteration 17F: 3 clusters Score -29421.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -51468.761719 Penalty: 330.417694
	Iteration 0F: 2 clusters Score -51468.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -50416.292969 Penalty: 660.835388
	Iteration 0F: 3 clusters Score -50416.29 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -50801.242188 Penalty: 660.835388
	Iteration 1F: 3 clusters Score -50801.24 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -50923.324219 Penalty: 660.835388
	Iteration 2F: 3 clusters Score -50923.32 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -51026.742188 Penalty: 660.835388
	Iteration 3F: 3 clusters Score -51026.74 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -51111.722656 Penalty: 660.835388
	Iteration 4F: 3 clusters Score -51111.72 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -51165.226562 Penalty: 660.835388
	Iteration 5F: 3 clusters Score -51165.23 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -51193.359375 Penalty: 660.835388
	Iteration 6Q: 3 clusters Score -51193.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -51213.714844 Penalty: 660.835388
	Iteration 7Q: 3 clusters Score -51213.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -51231.593750 Penalty: 660.835388
	Iteration 8Q: 3 clusters Score -51231.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -51243.039062 Penalty: 660.835388
	Iteration 9Q: 3 clusters Score -51243.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -51251.660156 Penalty: 660.835388
	Iteration 10Q: 3 clusters Score -51251.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -51254.890625 Penalty: 660.835388
	Iteration 11Q: 3 clusters Score -51254.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -51259.933594 Penalty: 660.835388
	Iteration 12Q: 3 clusters Score -51259.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -51263.347656 Penalty: 660.835388
	Iteration 13Q: 3 clusters Score -51263.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -51266.378906 Penalty: 660.835388
	Iteration 14Q: 3 clusters Score -51266.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -51267.511719 Penalty: 660.835388
	Iteration 15Q: 3 clusters Score -51267.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -51268.152344 Penalty: 660.835388
	Iteration 16Q: 3 clusters Score -51268.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -51268.597656 Penalty: 660.835388
	Iteration 17Q: 3 clusters Score -51268.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -51269.085938 Penalty: 660.835388
	Iteration 18Q: 3 clusters Score -51269.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -51269.648438 Penalty: 660.835388
	Iteration 19Q: 3 clusters Score -51269.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -51270.378906 Penalty: 660.835388
	Iteration 20F: 3 clusters Score -51270.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -51270.921875 Penalty: 660.835388
	Iteration 21Q: 3 clusters Score -51270.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -51271.183594 Penalty: 660.835388
	Iteration 22Q: 3 clusters Score -51271.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -51271.476562 Penalty: 660.835388
	Iteration 23Q: 3 clusters Score -51271.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -51271.476562 Penalty: 660.835388
	Iteration 24F: 3 clusters Score -51271.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (159500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159500 members 
Entering Unmasked Estep 
Score: -6621622.000000 Penalty: 545.080872
	Iteration 0F: 2 clusters Score -6621622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79337 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -6513685.500000 Penalty: 1090.161743
	Iteration 0F: 3 clusters Score -6513686 nChanged 78146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 102001 members 
Entering Unmasked Estep 
Score: -6569410.500000 Penalty: 1090.161743
	Iteration 1F: 3 clusters Score -6569410 nChanged 12313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 113034 members 
Entering Unmasked Estep 
Score: -6577420.000000 Penalty: 1090.161743
	Iteration 2F: 3 clusters Score -6577420 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 125661 members 
Entering Unmasked Estep 
Score: -6588003.000000 Penalty: 1090.161743
	Iteration 3F: 3 clusters Score -6588003 nChanged 12867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 138348 members 
Entering Unmasked Estep 
Score: -6600328.500000 Penalty: 1090.161743
	Iteration 4F: 3 clusters Score -6600328 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 148945 members 
Entering Unmasked Estep 
Score: -6611271.500000 Penalty: 1090.161743
	Iteration 5F: 3 clusters Score -6611272 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 155351 members 
Entering Unmasked Estep 
Score: -6617714.000000 Penalty: 1090.161743
	Iteration 6Q: 3 clusters Score -6617714 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 158015 members 
Entering Unmasked Estep 
Score: -6620101.500000 Penalty: 1090.161743
	Iteration 7Q: 3 clusters Score -6620102 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 158928 members 
Entering Unmasked Estep 
Score: -6620832.000000 Penalty: 1090.161743
	Iteration 8Q: 3 clusters Score -6620832 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 159191 members 
Entering Unmasked Estep 
Score: -6621087.000000 Penalty: 1090.161743
	Iteration 9Q: 3 clusters Score -6621087 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 159257 members 
Entering Unmasked Estep 
Score: -6621170.000000 Penalty: 1090.161743
	Iteration 10Q: 3 clusters Score -6621170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 159275 members 
Entering Unmasked Estep 
Score: -6621250.500000 Penalty: 1090.161743
	Iteration 11Q: 3 clusters Score -6621250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 159267 members 
Entering Unmasked Estep 
Score: -6621302.000000 Penalty: 1090.161743
	Iteration 12Q: 3 clusters Score -6621302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 159251 members 
Entering Unmasked Estep 
Score: -6621316.000000 Penalty: 1090.161743
	Iteration 13Q: 3 clusters Score -6621316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 159247 members 
Entering Unmasked Estep 
Score: -6621321.500000 Penalty: 1090.161743
	Iteration 14Q: 3 clusters Score -6621322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 159238 members 
Entering Unmasked Estep 
Score: -6621323.500000 Penalty: 1090.161743
	Iteration 15Q: 3 clusters Score -6621324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 159231 members 
Entering Unmasked Estep 
Score: -6621326.000000 Penalty: 1090.161743
	Iteration 16Q: 3 clusters Score -6621326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 159229 members 
Entering Unmasked Estep 
Score: -6621327.500000 Penalty: 1090.161743
	Iteration 17Q: 3 clusters Score -6621328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 159224 members 
Entering Unmasked Estep 
Score: -6621322.000000 Penalty: 1090.161743
	Iteration 18Q: 3 clusters Score -6621322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 159219 members 
Entering Unmasked Estep 
Score: -6621330.500000 Penalty: 1090.161743
	Iteration 19Q: 3 clusters Score -6621330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 159214 members 
Entering Unmasked Estep 
Score: -6621327.500000 Penalty: 1090.161743
	Iteration 20F: 3 clusters Score -6621328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 159213 members 
Entering Unmasked Estep 
Score: -6621338.500000 Penalty: 1090.161743
	Iteration 21Q: 3 clusters Score -6621338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 159212 members 
Entering Unmasked Estep 
Score: -6621341.000000 Penalty: 1090.161743
	Iteration 22Q: 3 clusters Score -6621341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 159210 members 
Entering Unmasked Estep 
Score: -6621342.500000 Penalty: 1090.161743
	Iteration 23Q: 3 clusters Score -6621342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 159210 members 
Entering Unmasked Estep 
Score: -6621339.500000 Penalty: 1090.161743
	Iteration 24Q: 3 clusters Score -6621340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 159210 members 
Entering Unmasked Estep 
Score: -6621338.500000 Penalty: 1090.161743
	Iteration 25Q: 3 clusters Score -6621338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 159209 members 
Entering Unmasked Estep 
Score: -6621335.000000 Penalty: 1090.161743
	Iteration 26Q: 3 clusters Score -6621335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 159207 members 
Entering Unmasked Estep 
Score: -6621337.000000 Penalty: 1090.161743
	Iteration 27Q: 3 clusters Score -6621337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 159204 members 
Entering Unmasked Estep 
Score: -6621335.500000 Penalty: 1090.161743
	Iteration 28Q: 3 clusters Score -6621336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 159204 members 
Entering Unmasked Estep 
Score: -6621339.500000 Penalty: 1090.161743
	Iteration 29Q: 3 clusters Score -6621340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 159202 members 
Entering Unmasked Estep 
Score: -6621339.500000 Penalty: 1090.161743
	Iteration 30Q: 3 clusters Score -6621340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 159200 members 
Entering Unmasked Estep 
Score: -6621343.500000 Penalty: 1090.161743
	Iteration 31Q: 3 clusters Score -6621344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 159199 members 
Entering Unmasked Estep 
Score: -6621342.500000 Penalty: 1090.161743
	Iteration 32Q: 3 clusters Score -6621342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 159198 members 
Entering Unmasked Estep 
Score: -6621345.000000 Penalty: 1090.161743
	Iteration 33Q: 3 clusters Score -6621345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 159198 members 
Entering Unmasked Estep 
Score: -6621345.000000 Penalty: 1090.161743
	Iteration 34F: 3 clusters Score -6621345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Entering Unmasked Estep 
Score: -512029.656250 Penalty: 431.512756
	Iteration 0F: 2 clusters Score -512029.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -503302.187500 Penalty: 863.025513
	Iteration 0F: 3 clusters Score -503302.2 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -507205.593750 Penalty: 863.025513
	Iteration 1F: 3 clusters Score -507205.6 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -507767.125000 Penalty: 863.025513
	Iteration 2F: 3 clusters Score -507767.1 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -508445.812500 Penalty: 863.025513
	Iteration 3F: 3 clusters Score -508445.8 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -509239.562500 Penalty: 863.025513
	Iteration 4F: 3 clusters Score -509239.6 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -510043.062500 Penalty: 863.025513
	Iteration 5F: 3 clusters Score -510043.1 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -510638.562500 Penalty: 863.025513
	Iteration 6F: 3 clusters Score -510638.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -511024.281250 Penalty: 863.025513
	Iteration 7Q: 3 clusters Score -511024.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -511256.750000 Penalty: 863.025513
	Iteration 8Q: 3 clusters Score -511256.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -511409.375000 Penalty: 863.025513
	Iteration 9Q: 3 clusters Score -511409.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -511512.281250 Penalty: 863.025513
	Iteration 10Q: 3 clusters Score -511512.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -511593.468750 Penalty: 863.025513
	Iteration 11Q: 3 clusters Score -511593.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -511660.156250 Penalty: 863.025513
	Iteration 12Q: 3 clusters Score -511660.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -511687.843750 Penalty: 863.025513
	Iteration 13Q: 3 clusters Score -511687.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -511705.187500 Penalty: 863.025513
	Iteration 14Q: 3 clusters Score -511705.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -511718.718750 Penalty: 863.025513
	Iteration 15Q: 3 clusters Score -511718.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -511731.468750 Penalty: 863.025513
	Iteration 16Q: 3 clusters Score -511731.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -511738.875000 Penalty: 863.025513
	Iteration 17Q: 3 clusters Score -511738.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -511743.781250 Penalty: 863.025513
	Iteration 18Q: 3 clusters Score -511743.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -511745.250000 Penalty: 863.025513
	Iteration 19Q: 3 clusters Score -511745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -511746.062500 Penalty: 863.025513
	Iteration 20F: 3 clusters Score -511746.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -511746.406250 Penalty: 863.025513
	Iteration 21Q: 3 clusters Score -511746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -511746.187500 Penalty: 863.025513
	Iteration 22Q: 3 clusters Score -511746.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -511746.187500 Penalty: 863.025513
	Iteration 23F: 3 clusters Score -511746.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Entering Unmasked Estep 
Score: -107667.812500 Penalty: 358.438812
	Iteration 0F: 2 clusters Score -107667.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -105812.734375 Penalty: 716.877625
	Iteration 0F: 3 clusters Score -105812.7 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -106405.304688 Penalty: 716.877625
	Iteration 1F: 3 clusters Score -106405.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -106498.523438 Penalty: 716.877625
	Iteration 2F: 3 clusters Score -106498.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -106585.492188 Penalty: 716.877625
	Iteration 3F: 3 clusters Score -106585.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -106677.007812 Penalty: 716.877625
	Iteration 4F: 3 clusters Score -106677 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -106800.203125 Penalty: 716.877625
	Iteration 5F: 3 clusters Score -106800.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -106922.937500 Penalty: 716.877625
	Iteration 6F: 3 clusters Score -106922.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -107001.109375 Penalty: 716.877625
	Iteration 7Q: 3 clusters Score -107001.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -107037.007812 Penalty: 716.877625
	Iteration 8Q: 3 clusters Score -107037 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -107062.812500 Penalty: 716.877625
	Iteration 9Q: 3 clusters Score -107062.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -107093.804688 Penalty: 716.877625
	Iteration 10Q: 3 clusters Score -107093.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -107125.070312 Penalty: 716.877625
	Iteration 11Q: 3 clusters Score -107125.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -107148.367188 Penalty: 716.877625
	Iteration 12Q: 3 clusters Score -107148.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -107164.242188 Penalty: 716.877625
	Iteration 13Q: 3 clusters Score -107164.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -107182.945312 Penalty: 716.877625
	Iteration 14Q: 3 clusters Score -107182.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -107194.515625 Penalty: 716.877625
	Iteration 15Q: 3 clusters Score -107194.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -107201.531250 Penalty: 716.877625
	Iteration 16Q: 3 clusters Score -107201.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -107205.812500 Penalty: 716.877625
	Iteration 17Q: 3 clusters Score -107205.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -107208.125000 Penalty: 716.877625
	Iteration 18Q: 3 clusters Score -107208.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -107208.937500 Penalty: 716.877625
	Iteration 19Q: 3 clusters Score -107208.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -107209.054688 Penalty: 716.877625
	Iteration 20F: 3 clusters Score -107209.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -107209.789062 Penalty: 716.877625
	Iteration 21Q: 3 clusters Score -107209.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -107211.929688 Penalty: 716.877625
	Iteration 22Q: 3 clusters Score -107211.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -107214.859375 Penalty: 716.877625
	Iteration 23Q: 3 clusters Score -107214.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -107216.664062 Penalty: 716.877625
	Iteration 24Q: 3 clusters Score -107216.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -107217.406250 Penalty: 716.877625
	Iteration 25Q: 3 clusters Score -107217.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -107217.882812 Penalty: 716.877625
	Iteration 26Q: 3 clusters Score -107217.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -107217.921875 Penalty: 716.877625
	Iteration 27Q: 3 clusters Score -107217.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -107218.031250 Penalty: 716.877625
	Iteration 28Q: 3 clusters Score -107218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -107218.101562 Penalty: 716.877625
	Iteration 29Q: 3 clusters Score -107218.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -107218.101562 Penalty: 716.877625
	Iteration 30F: 3 clusters Score -107218.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Entering Unmasked Estep 
Score: -237299.671875 Penalty: 395.515930
	Iteration 0F: 2 clusters Score -237299.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -233262.234375 Penalty: 791.031860
	Iteration 0F: 3 clusters Score -233262.2 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -234845.812500 Penalty: 791.031860
	Iteration 1F: 3 clusters Score -234845.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -235062.000000 Penalty: 791.031860
	Iteration 2F: 3 clusters Score -235062 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -235328.937500 Penalty: 791.031860
	Iteration 3F: 3 clusters Score -235328.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -235636.156250 Penalty: 791.031860
	Iteration 4F: 3 clusters Score -235636.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -235883.890625 Penalty: 791.031860
	Iteration 5F: 3 clusters Score -235883.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -236101.953125 Penalty: 791.031860
	Iteration 6F: 3 clusters Score -236102 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -236302.703125 Penalty: 791.031860
	Iteration 7Q: 3 clusters Score -236302.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -236494.625000 Penalty: 791.031860
	Iteration 8Q: 3 clusters Score -236494.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -236609.484375 Penalty: 791.031860
	Iteration 9Q: 3 clusters Score -236609.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -236675.359375 Penalty: 791.031860
	Iteration 10Q: 3 clusters Score -236675.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -236727.265625 Penalty: 791.031860
	Iteration 11Q: 3 clusters Score -236727.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -236762.515625 Penalty: 791.031860
	Iteration 12Q: 3 clusters Score -236762.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -236791.984375 Penalty: 791.031860
	Iteration 13Q: 3 clusters Score -236792 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -236818.375000 Penalty: 791.031860
	Iteration 14Q: 3 clusters Score -236818.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -236845.187500 Penalty: 791.031860
	Iteration 15Q: 3 clusters Score -236845.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -236867.937500 Penalty: 791.031860
	Iteration 16Q: 3 clusters Score -236867.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -236893.859375 Penalty: 791.031860
	Iteration 17Q: 3 clusters Score -236893.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -236914.218750 Penalty: 791.031860
	Iteration 18Q: 3 clusters Score -236914.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -236935.781250 Penalty: 791.031860
	Iteration 19Q: 3 clusters Score -236935.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -236949.203125 Penalty: 791.031860
	Iteration 20F: 3 clusters Score -236949.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -236961.140625 Penalty: 791.031860
	Iteration 21Q: 3 clusters Score -236961.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -236968.390625 Penalty: 791.031860
	Iteration 22Q: 3 clusters Score -236968.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -236976.453125 Penalty: 791.031860
	Iteration 23Q: 3 clusters Score -236976.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -236980.828125 Penalty: 791.031860
	Iteration 24Q: 3 clusters Score -236980.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -236981.750000 Penalty: 791.031860
	Iteration 25Q: 3 clusters Score -236981.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -236983.484375 Penalty: 791.031860
	Iteration 26Q: 3 clusters Score -236983.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -236985.796875 Penalty: 791.031860
	Iteration 27Q: 3 clusters Score -236985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -236985.703125 Penalty: 791.031860
	Iteration 28Q: 3 clusters Score -236985.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -236985.703125 Penalty: 791.031860
	Iteration 29F: 3 clusters Score -236985.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Entering Unmasked Estep 
Score: -175822.265625 Penalty: 382.035309
	Iteration 0F: 2 clusters Score -175822.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -172803.843750 Penalty: 764.070618
	Iteration 0F: 3 clusters Score -172803.8 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -174137.187500 Penalty: 764.070618
	Iteration 1F: 3 clusters Score -174137.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -174408.281250 Penalty: 764.070618
	Iteration 2F: 3 clusters Score -174408.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -174675.828125 Penalty: 764.070618
	Iteration 3F: 3 clusters Score -174675.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -174883.171875 Penalty: 764.070618
	Iteration 4F: 3 clusters Score -174883.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -175010.375000 Penalty: 764.070618
	Iteration 5F: 3 clusters Score -175010.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -175090.265625 Penalty: 764.070618
	Iteration 6Q: 3 clusters Score -175090.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -175153.656250 Penalty: 764.070618
	Iteration 7Q: 3 clusters Score -175153.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -175223.625000 Penalty: 764.070618
	Iteration 8Q: 3 clusters Score -175223.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -175295.031250 Penalty: 764.070618
	Iteration 9Q: 3 clusters Score -175295 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -175351.187500 Penalty: 764.070618
	Iteration 10Q: 3 clusters Score -175351.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -175399.531250 Penalty: 764.070618
	Iteration 11Q: 3 clusters Score -175399.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -175441.937500 Penalty: 764.070618
	Iteration 12Q: 3 clusters Score -175441.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -175481.812500 Penalty: 764.070618
	Iteration 13Q: 3 clusters Score -175481.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -175520.437500 Penalty: 764.070618
	Iteration 14Q: 3 clusters Score -175520.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -175545.125000 Penalty: 764.070618
	Iteration 15Q: 3 clusters Score -175545.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -175563.187500 Penalty: 764.070618
	Iteration 16Q: 3 clusters Score -175563.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -175574.453125 Penalty: 764.070618
	Iteration 17Q: 3 clusters Score -175574.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -175585.671875 Penalty: 764.070618
	Iteration 18Q: 3 clusters Score -175585.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -175595.265625 Penalty: 764.070618
	Iteration 19Q: 3 clusters Score -175595.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -175603.703125 Penalty: 764.070618
	Iteration 20F: 3 clusters Score -175603.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -175615.968750 Penalty: 764.070618
	Iteration 21Q: 3 clusters Score -175616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -175627.078125 Penalty: 764.070618
	Iteration 22Q: 3 clusters Score -175627.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -175635.078125 Penalty: 764.070618
	Iteration 23Q: 3 clusters Score -175635.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -175640.078125 Penalty: 764.070618
	Iteration 24Q: 3 clusters Score -175640.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -175642.593750 Penalty: 764.070618
	Iteration 25Q: 3 clusters Score -175642.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -175644.531250 Penalty: 764.070618
	Iteration 26Q: 3 clusters Score -175644.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -175646.875000 Penalty: 764.070618
	Iteration 27Q: 3 clusters Score -175646.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -175651.406250 Penalty: 764.070618
	Iteration 28Q: 3 clusters Score -175651.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -175654.062500 Penalty: 764.070618
	Iteration 29Q: 3 clusters Score -175654.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -175657.953125 Penalty: 764.070618
	Iteration 30Q: 3 clusters Score -175658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -175660.359375 Penalty: 764.070618
	Iteration 31Q: 3 clusters Score -175660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -175661.015625 Penalty: 764.070618
	Iteration 32Q: 3 clusters Score -175661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -175661.281250 Penalty: 764.070618
	Iteration 33Q: 3 clusters Score -175661.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -175661.281250 Penalty: 764.070618
	Iteration 34F: 3 clusters Score -175661.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Entering Unmasked Estep 
Score: -136293.625000 Penalty: 371.134277
	Iteration 0F: 2 clusters Score -136293.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -133941.625000 Penalty: 742.268555
	Iteration 0F: 3 clusters Score -133941.6 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -134758.968750 Penalty: 742.268555
	Iteration 1F: 3 clusters Score -134759 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -134866.296875 Penalty: 742.268555
	Iteration 2F: 3 clusters Score -134866.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -135010.625000 Penalty: 742.268555
	Iteration 3F: 3 clusters Score -135010.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -135174.109375 Penalty: 742.268555
	Iteration 4F: 3 clusters Score -135174.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -135332.984375 Penalty: 742.268555
	Iteration 5F: 3 clusters Score -135333 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -135487.156250 Penalty: 742.268555
	Iteration 6F: 3 clusters Score -135487.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -135628.171875 Penalty: 742.268555
	Iteration 7F: 3 clusters Score -135628.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -135741.718750 Penalty: 742.268555
	Iteration 8Q: 3 clusters Score -135741.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -135812.750000 Penalty: 742.268555
	Iteration 9Q: 3 clusters Score -135812.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -135852.734375 Penalty: 742.268555
	Iteration 10Q: 3 clusters Score -135852.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -135874.406250 Penalty: 742.268555
	Iteration 11Q: 3 clusters Score -135874.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -135897.843750 Penalty: 742.268555
	Iteration 12Q: 3 clusters Score -135897.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -135913.015625 Penalty: 742.268555
	Iteration 13Q: 3 clusters Score -135913 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -135925.609375 Penalty: 742.268555
	Iteration 14Q: 3 clusters Score -135925.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -135933.640625 Penalty: 742.268555
	Iteration 15Q: 3 clusters Score -135933.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -135941.312500 Penalty: 742.268555
	Iteration 16Q: 3 clusters Score -135941.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -135946.750000 Penalty: 742.268555
	Iteration 17Q: 3 clusters Score -135946.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -135951.687500 Penalty: 742.268555
	Iteration 18Q: 3 clusters Score -135951.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -135956.171875 Penalty: 742.268555
	Iteration 19Q: 3 clusters Score -135956.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -135960.093750 Penalty: 742.268555
	Iteration 20F: 3 clusters Score -135960.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -135962.953125 Penalty: 742.268555
	Iteration 21Q: 3 clusters Score -135963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -135965.375000 Penalty: 742.268555
	Iteration 22Q: 3 clusters Score -135965.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -135967.218750 Penalty: 742.268555
	Iteration 23Q: 3 clusters Score -135967.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -135968.718750 Penalty: 742.268555
	Iteration 24Q: 3 clusters Score -135968.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -135970.718750 Penalty: 742.268555
	Iteration 25Q: 3 clusters Score -135970.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -135972.781250 Penalty: 742.268555
	Iteration 26Q: 3 clusters Score -135972.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -135974.218750 Penalty: 742.268555
	Iteration 27Q: 3 clusters Score -135974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -135974.656250 Penalty: 742.268555
	Iteration 28Q: 3 clusters Score -135974.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -135974.468750 Penalty: 742.268555
	Iteration 29Q: 3 clusters Score -135974.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -135974.468750 Penalty: 742.268555
	Iteration 30F: 3 clusters Score -135974.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Entering Unmasked Estep 
Score: -244382.031250 Penalty: 395.309326
	Iteration 0F: 2 clusters Score -244382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -240410.078125 Penalty: 790.618652
	Iteration 0F: 3 clusters Score -240410.1 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -242117.734375 Penalty: 790.618652
	Iteration 1F: 3 clusters Score -242117.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -242326.062500 Penalty: 790.618652
	Iteration 2F: 3 clusters Score -242326.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -242532.359375 Penalty: 790.618652
	Iteration 3F: 3 clusters Score -242532.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -242749.500000 Penalty: 790.618652
	Iteration 4F: 3 clusters Score -242749.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -242898.859375 Penalty: 790.618652
	Iteration 5F: 3 clusters Score -242898.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -242982.421875 Penalty: 790.618652
	Iteration 6Q: 3 clusters Score -242982.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -243058.390625 Penalty: 790.618652
	Iteration 7Q: 3 clusters Score -243058.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -243136.234375 Penalty: 790.618652
	Iteration 8Q: 3 clusters Score -243136.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -243192.468750 Penalty: 790.618652
	Iteration 9Q: 3 clusters Score -243192.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -243231.687500 Penalty: 790.618652
	Iteration 10Q: 3 clusters Score -243231.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -243266.828125 Penalty: 790.618652
	Iteration 11Q: 3 clusters Score -243266.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -243291.031250 Penalty: 790.618652
	Iteration 12Q: 3 clusters Score -243291 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -243311.328125 Penalty: 790.618652
	Iteration 13Q: 3 clusters Score -243311.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -243330.062500 Penalty: 790.618652
	Iteration 14Q: 3 clusters Score -243330.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -243348.484375 Penalty: 790.618652
	Iteration 15Q: 3 clusters Score -243348.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -243371.750000 Penalty: 790.618652
	Iteration 16Q: 3 clusters Score -243371.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -243397.203125 Penalty: 790.618652
	Iteration 17Q: 3 clusters Score -243397.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -243418.687500 Penalty: 790.618652
	Iteration 18Q: 3 clusters Score -243418.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -243438.156250 Penalty: 790.618652
	Iteration 19Q: 3 clusters Score -243438.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -243468.187500 Penalty: 790.618652
	Iteration 20F: 3 clusters Score -243468.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -243501.281250 Penalty: 790.618652
	Iteration 21Q: 3 clusters Score -243501.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -243544.046875 Penalty: 790.618652
	Iteration 22Q: 3 clusters Score -243544 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -243604.296875 Penalty: 790.618652
	Iteration 23Q: 3 clusters Score -243604.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -243663.640625 Penalty: 790.618652
	Iteration 24Q: 3 clusters Score -243663.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -243723.140625 Penalty: 790.618652
	Iteration 25Q: 3 clusters Score -243723.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -243769.812500 Penalty: 790.618652
	Iteration 26Q: 3 clusters Score -243769.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -243809.937500 Penalty: 790.618652
	Iteration 27Q: 3 clusters Score -243809.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -243836.187500 Penalty: 790.618652
	Iteration 28Q: 3 clusters Score -243836.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -243860.515625 Penalty: 790.618652
	Iteration 29Q: 3 clusters Score -243860.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -243882.843750 Penalty: 790.618652
	Iteration 30Q: 3 clusters Score -243882.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -243897.718750 Penalty: 790.618652
	Iteration 31Q: 3 clusters Score -243897.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -243909.140625 Penalty: 790.618652
	Iteration 32Q: 3 clusters Score -243909.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -243919.500000 Penalty: 790.618652
	Iteration 33Q: 3 clusters Score -243919.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -243929.000000 Penalty: 790.618652
	Iteration 34Q: 3 clusters Score -243929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -243933.765625 Penalty: 790.618652
	Iteration 35Q: 3 clusters Score -243933.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -243939.031250 Penalty: 790.618652
	Iteration 36Q: 3 clusters Score -243939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -243946.015625 Penalty: 790.618652
	Iteration 37Q: 3 clusters Score -243946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -243954.250000 Penalty: 790.618652
	Iteration 38Q: 3 clusters Score -243954.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -243965.390625 Penalty: 790.618652
	Iteration 39Q: 3 clusters Score -243965.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -243978.687500 Penalty: 790.618652
	Iteration 40F: 3 clusters Score -243978.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -243985.296875 Penalty: 790.618652
	Iteration 41Q: 3 clusters Score -243985.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -243990.515625 Penalty: 790.618652
	Iteration 42Q: 3 clusters Score -243990.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -243993.625000 Penalty: 790.618652
	Iteration 43Q: 3 clusters Score -243993.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -243998.109375 Penalty: 790.618652
	Iteration 44Q: 3 clusters Score -243998.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -244001.890625 Penalty: 790.618652
	Iteration 45Q: 3 clusters Score -244001.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -244005.953125 Penalty: 790.618652
	Iteration 46Q: 3 clusters Score -244006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -244008.968750 Penalty: 790.618652
	Iteration 47Q: 3 clusters Score -244009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -244010.328125 Penalty: 790.618652
	Iteration 48Q: 3 clusters Score -244010.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -244012.187500 Penalty: 790.618652
	Iteration 49Q: 3 clusters Score -244012.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -244013.671875 Penalty: 790.618652
	Iteration 50Q: 3 clusters Score -244013.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -244015.531250 Penalty: 790.618652
	Iteration 51Q: 3 clusters Score -244015.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -244015.906250 Penalty: 790.618652
	Iteration 52Q: 3 clusters Score -244015.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -244018.421875 Penalty: 790.618652
	Iteration 53Q: 3 clusters Score -244018.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -244020.921875 Penalty: 790.618652
	Iteration 54Q: 3 clusters Score -244020.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -244023.250000 Penalty: 790.618652
	Iteration 55Q: 3 clusters Score -244023.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -244025.578125 Penalty: 790.618652
	Iteration 56Q: 3 clusters Score -244025.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -244027.593750 Penalty: 790.618652
	Iteration 57Q: 3 clusters Score -244027.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -244028.765625 Penalty: 790.618652
	Iteration 58Q: 3 clusters Score -244028.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -244032.359375 Penalty: 790.618652
	Iteration 59Q: 3 clusters Score -244032.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -244035.343750 Penalty: 790.618652
	Iteration 60F: 3 clusters Score -244035.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -244038.406250 Penalty: 790.618652
	Iteration 61Q: 3 clusters Score -244038.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -244040.968750 Penalty: 790.618652
	Iteration 62Q: 3 clusters Score -244041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -244044.390625 Penalty: 790.618652
	Iteration 63Q: 3 clusters Score -244044.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -244048.609375 Penalty: 790.618652
	Iteration 64Q: 3 clusters Score -244048.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -244052.500000 Penalty: 790.618652
	Iteration 65Q: 3 clusters Score -244052.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -244057.468750 Penalty: 790.618652
	Iteration 66Q: 3 clusters Score -244057.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -244061.937500 Penalty: 790.618652
	Iteration 67Q: 3 clusters Score -244061.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -244062.687500 Penalty: 790.618652
	Iteration 68Q: 3 clusters Score -244062.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -244063.875000 Penalty: 790.618652
	Iteration 69Q: 3 clusters Score -244063.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -244064.703125 Penalty: 790.618652
	Iteration 70Q: 3 clusters Score -244064.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -244066.078125 Penalty: 790.618652
	Iteration 71Q: 3 clusters Score -244066.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -244066.781250 Penalty: 790.618652
	Iteration 72Q: 3 clusters Score -244066.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -244066.781250 Penalty: 790.618652
	Iteration 73F: 3 clusters Score -244066.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Entering Unmasked Estep 
Score: -249627.359375 Penalty: 398.163269
	Iteration 0F: 2 clusters Score -249627.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -245386.968750 Penalty: 796.326538
	Iteration 0F: 3 clusters Score -245387 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -246966.671875 Penalty: 796.326538
	Iteration 1F: 3 clusters Score -246966.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -247179.531250 Penalty: 796.326538
	Iteration 2F: 3 clusters Score -247179.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -247439.453125 Penalty: 796.326538
	Iteration 3F: 3 clusters Score -247439.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -247769.140625 Penalty: 796.326538
	Iteration 4F: 3 clusters Score -247769.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -248277.593750 Penalty: 796.326538
	Iteration 5F: 3 clusters Score -248277.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -248798.000000 Penalty: 796.326538
	Iteration 6F: 3 clusters Score -248798 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -249091.609375 Penalty: 796.326538
	Iteration 7F: 3 clusters Score -249091.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -249260.031250 Penalty: 796.326538
	Iteration 8Q: 3 clusters Score -249260 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -249351.046875 Penalty: 796.326538
	Iteration 9Q: 3 clusters Score -249351 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -249410.796875 Penalty: 796.326538
	Iteration 10Q: 3 clusters Score -249410.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -249449.718750 Penalty: 796.326538
	Iteration 11Q: 3 clusters Score -249449.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -249485.921875 Penalty: 796.326538
	Iteration 12Q: 3 clusters Score -249485.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -249508.781250 Penalty: 796.326538
	Iteration 13Q: 3 clusters Score -249508.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -249520.359375 Penalty: 796.326538
	Iteration 14Q: 3 clusters Score -249520.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -249529.531250 Penalty: 796.326538
	Iteration 15Q: 3 clusters Score -249529.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -249533.656250 Penalty: 796.326538
	Iteration 16Q: 3 clusters Score -249533.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -249535.875000 Penalty: 796.326538
	Iteration 17Q: 3 clusters Score -249535.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -249537.281250 Penalty: 796.326538
	Iteration 18Q: 3 clusters Score -249537.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -249538.531250 Penalty: 796.326538
	Iteration 19Q: 3 clusters Score -249538.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -249538.375000 Penalty: 796.326538
	Iteration 20F: 3 clusters Score -249538.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -249539.234375 Penalty: 796.326538
	Iteration 21Q: 3 clusters Score -249539.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -249539.546875 Penalty: 796.326538
	Iteration 22Q: 3 clusters Score -249539.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -249539.546875 Penalty: 796.326538
	Iteration 23Q: 3 clusters Score -249539.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -249539.546875 Penalty: 796.326538
	Iteration 24F: 3 clusters Score -249539.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Entering Unmasked Estep 
Score: -1083212.000000 Penalty: 463.428406
	Iteration 0F: 2 clusters Score -1083212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1065634.250000 Penalty: 926.856812
	Iteration 0F: 3 clusters Score -1065634 nChanged 12622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1073690.125000 Penalty: 926.856812
	Iteration 1F: 3 clusters Score -1073690 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1074398.250000 Penalty: 926.856812
	Iteration 2F: 3 clusters Score -1074398 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1075364.000000 Penalty: 926.856812
	Iteration 3F: 3 clusters Score -1075364 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1076489.125000 Penalty: 926.856812
	Iteration 4F: 3 clusters Score -1076489 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1077572.125000 Penalty: 926.856812
	Iteration 5F: 3 clusters Score -1077572 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1078270.625000 Penalty: 926.856812
	Iteration 6F: 3 clusters Score -1078271 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -1078642.875000 Penalty: 926.856812
	Iteration 7Q: 3 clusters Score -1078643 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -1078836.750000 Penalty: 926.856812
	Iteration 8Q: 3 clusters Score -1078837 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -1078968.125000 Penalty: 926.856812
	Iteration 9Q: 3 clusters Score -1078968 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -1079088.125000 Penalty: 926.856812
	Iteration 10Q: 3 clusters Score -1079088 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -1079205.625000 Penalty: 926.856812
	Iteration 11Q: 3 clusters Score -1079206 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -1079313.000000 Penalty: 926.856812
	Iteration 12Q: 3 clusters Score -1079313 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -1079431.500000 Penalty: 926.856812
	Iteration 13Q: 3 clusters Score -1079432 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -1079539.875000 Penalty: 926.856812
	Iteration 14Q: 3 clusters Score -1079540 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -1079670.125000 Penalty: 926.856812
	Iteration 15Q: 3 clusters Score -1079670 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -1079788.125000 Penalty: 926.856812
	Iteration 16Q: 3 clusters Score -1079788 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -1079901.125000 Penalty: 926.856812
	Iteration 17Q: 3 clusters Score -1079901 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -1080033.250000 Penalty: 926.856812
	Iteration 18Q: 3 clusters Score -1080033 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -1080174.000000 Penalty: 926.856812
	Iteration 19Q: 3 clusters Score -1080174 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -1080315.875000 Penalty: 926.856812
	Iteration 20F: 3 clusters Score -1080316 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -1080482.625000 Penalty: 926.856812
	Iteration 21Q: 3 clusters Score -1080483 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -1080669.875000 Penalty: 926.856812
	Iteration 22Q: 3 clusters Score -1080670 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -1080879.625000 Penalty: 926.856812
	Iteration 23Q: 3 clusters Score -1080880 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -1081093.125000 Penalty: 926.856812
	Iteration 24Q: 3 clusters Score -1081093 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -1081330.125000 Penalty: 926.856812
	Iteration 25Q: 3 clusters Score -1081330 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -1081567.125000 Penalty: 926.856812
	Iteration 26Q: 3 clusters Score -1081567 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -1081834.375000 Penalty: 926.856812
	Iteration 27Q: 3 clusters Score -1081834 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -1082062.375000 Penalty: 926.856812
	Iteration 28Q: 3 clusters Score -1082062 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -1082263.250000 Penalty: 926.856812
	Iteration 29Q: 3 clusters Score -1082263 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -1082421.625000 Penalty: 926.856812
	Iteration 30Q: 3 clusters Score -1082422 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -1082541.750000 Penalty: 926.856812
	Iteration 31Q: 3 clusters Score -1082542 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -1082634.625000 Penalty: 926.856812
	Iteration 32Q: 3 clusters Score -1082635 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -1082707.250000 Penalty: 926.856812
	Iteration 33Q: 3 clusters Score -1082707 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -1082755.500000 Penalty: 926.856812
	Iteration 34Q: 3 clusters Score -1082756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -1082771.000000 Penalty: 926.856812
	Iteration 35Q: 3 clusters Score -1082771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -1082784.875000 Penalty: 926.856812
	Iteration 36Q: 3 clusters Score -1082785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -1082789.125000 Penalty: 926.856812
	Iteration 37Q: 3 clusters Score -1082789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -1082792.000000 Penalty: 926.856812
	Iteration 38Q: 3 clusters Score -1082792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -1082795.500000 Penalty: 926.856812
	Iteration 39Q: 3 clusters Score -1082796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -1082799.625000 Penalty: 926.856812
	Iteration 40F: 3 clusters Score -1082800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -1082800.375000 Penalty: 926.856812
	Iteration 41Q: 3 clusters Score -1082800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -1082801.625000 Penalty: 926.856812
	Iteration 42Q: 3 clusters Score -1082802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -1082802.500000 Penalty: 926.856812
	Iteration 43Q: 3 clusters Score -1082802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -1082803.375000 Penalty: 926.856812
	Iteration 44Q: 3 clusters Score -1082803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -1082803.375000 Penalty: 926.856812
	Iteration 45F: 3 clusters Score -1082803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Entering Unmasked Estep 
Score: -85779.984375 Penalty: 347.252197
	Iteration 0F: 2 clusters Score -85779.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -84296.843750 Penalty: 694.504395
	Iteration 0F: 3 clusters Score -84296.84 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -84755.195312 Penalty: 694.504395
	Iteration 1F: 3 clusters Score -84755.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -84837.789062 Penalty: 694.504395
	Iteration 2F: 3 clusters Score -84837.79 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -84918.843750 Penalty: 694.504395
	Iteration 3F: 3 clusters Score -84918.84 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -84992.625000 Penalty: 694.504395
	Iteration 4F: 3 clusters Score -84992.62 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -85060.882812 Penalty: 694.504395
	Iteration 5Q: 3 clusters Score -85060.88 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -85152.781250 Penalty: 694.504395
	Iteration 6F: 3 clusters Score -85152.78 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -85243.390625 Penalty: 694.504395
	Iteration 7Q: 3 clusters Score -85243.39 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -85301.132812 Penalty: 694.504395
	Iteration 8Q: 3 clusters Score -85301.13 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -85335.781250 Penalty: 694.504395
	Iteration 9Q: 3 clusters Score -85335.78 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -85366.734375 Penalty: 694.504395
	Iteration 10Q: 3 clusters Score -85366.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -85387.179688 Penalty: 694.504395
	Iteration 11Q: 3 clusters Score -85387.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -85401.492188 Penalty: 694.504395
	Iteration 12Q: 3 clusters Score -85401.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -85416.406250 Penalty: 694.504395
	Iteration 13Q: 3 clusters Score -85416.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -85433.773438 Penalty: 694.504395
	Iteration 14Q: 3 clusters Score -85433.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -85455.062500 Penalty: 694.504395
	Iteration 15Q: 3 clusters Score -85455.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -85495.062500 Penalty: 694.504395
	Iteration 16Q: 3 clusters Score -85495.06 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -85556.742188 Penalty: 694.504395
	Iteration 17Q: 3 clusters Score -85556.74 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -85613.843750 Penalty: 694.504395
	Iteration 18Q: 3 clusters Score -85613.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -85638.992188 Penalty: 694.504395
	Iteration 19Q: 3 clusters Score -85638.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -85646.593750 Penalty: 694.504395
	Iteration 20F: 3 clusters Score -85646.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -85648.570312 Penalty: 694.504395
	Iteration 21Q: 3 clusters Score -85648.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -85650.671875 Penalty: 694.504395
	Iteration 22Q: 3 clusters Score -85650.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -85651.992188 Penalty: 694.504395
	Iteration 23Q: 3 clusters Score -85651.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -85652.804688 Penalty: 694.504395
	Iteration 24Q: 3 clusters Score -85652.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -85653.148438 Penalty: 694.504395
	Iteration 25Q: 3 clusters Score -85653.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -85653.679688 Penalty: 694.504395
	Iteration 26Q: 3 clusters Score -85653.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -85654.039062 Penalty: 694.504395
	Iteration 27Q: 3 clusters Score -85654.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -85654.398438 Penalty: 694.504395
	Iteration 28Q: 3 clusters Score -85654.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -85654.484375 Penalty: 694.504395
	Iteration 29Q: 3 clusters Score -85654.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -85654.484375 Penalty: 694.504395
	Iteration 30F: 3 clusters Score -85654.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Entering Unmasked Estep 
Score: -287055.281250 Penalty: 404.881866
	Iteration 0F: 2 clusters Score -287055.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -282235.968750 Penalty: 809.763733
	Iteration 0F: 3 clusters Score -282236 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -284761.531250 Penalty: 809.763733
	Iteration 1F: 3 clusters Score -284761.5 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -285303.375000 Penalty: 809.763733
	Iteration 2F: 3 clusters Score -285303.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -285776.312500 Penalty: 809.763733
	Iteration 3F: 3 clusters Score -285776.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -286196.968750 Penalty: 809.763733
	Iteration 4F: 3 clusters Score -286197 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -286470.125000 Penalty: 809.763733
	Iteration 5Q: 3 clusters Score -286470.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -286611.937500 Penalty: 809.763733
	Iteration 6Q: 3 clusters Score -286611.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -286686.093750 Penalty: 809.763733
	Iteration 7Q: 3 clusters Score -286686.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -286738.031250 Penalty: 809.763733
	Iteration 8Q: 3 clusters Score -286738 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -286784.562500 Penalty: 809.763733
	Iteration 9Q: 3 clusters Score -286784.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -286827.468750 Penalty: 809.763733
	Iteration 10Q: 3 clusters Score -286827.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -286857.906250 Penalty: 809.763733
	Iteration 11Q: 3 clusters Score -286857.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -286878.812500 Penalty: 809.763733
	Iteration 12Q: 3 clusters Score -286878.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -286890.250000 Penalty: 809.763733
	Iteration 13Q: 3 clusters Score -286890.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -286896.906250 Penalty: 809.763733
	Iteration 14Q: 3 clusters Score -286896.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -286902.750000 Penalty: 809.763733
	Iteration 15Q: 3 clusters Score -286902.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -286904.437500 Penalty: 809.763733
	Iteration 16Q: 3 clusters Score -286904.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -286906.906250 Penalty: 809.763733
	Iteration 17Q: 3 clusters Score -286906.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -286908.750000 Penalty: 809.763733
	Iteration 18Q: 3 clusters Score -286908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -286909.937500 Penalty: 809.763733
	Iteration 19Q: 3 clusters Score -286909.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -286911.031250 Penalty: 809.763733
	Iteration 20F: 3 clusters Score -286911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -286912.406250 Penalty: 809.763733
	Iteration 21Q: 3 clusters Score -286912.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -286912.875000 Penalty: 809.763733
	Iteration 22Q: 3 clusters Score -286912.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -286913.437500 Penalty: 809.763733
	Iteration 23Q: 3 clusters Score -286913.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -286914.218750 Penalty: 809.763733
	Iteration 24Q: 3 clusters Score -286914.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -286913.781250 Penalty: 809.763733
	Iteration 25Q: 3 clusters Score -286913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -286914.218750 Penalty: 809.763733
	Iteration 26Q: 3 clusters Score -286914.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -286915.437500 Penalty: 809.763733
	Iteration 27Q: 3 clusters Score -286915.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -286915.500000 Penalty: 809.763733
	Iteration 28Q: 3 clusters Score -286915.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -286915.406250 Penalty: 809.763733
	Iteration 29Q: 3 clusters Score -286915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -286915.968750 Penalty: 809.763733
	Iteration 30Q: 3 clusters Score -286916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -286917.031250 Penalty: 809.763733
	Iteration 31Q: 3 clusters Score -286917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -286917.625000 Penalty: 809.763733
	Iteration 32Q: 3 clusters Score -286917.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -286919.125000 Penalty: 809.763733
	Iteration 33Q: 3 clusters Score -286919.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -286919.875000 Penalty: 809.763733
	Iteration 34Q: 3 clusters Score -286919.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -286921.093750 Penalty: 809.763733
	Iteration 35Q: 3 clusters Score -286921.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -286922.687500 Penalty: 809.763733
	Iteration 36Q: 3 clusters Score -286922.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -286923.312500 Penalty: 809.763733
	Iteration 37Q: 3 clusters Score -286923.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -286927.312500 Penalty: 809.763733
	Iteration 38Q: 3 clusters Score -286927.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -286930.562500 Penalty: 809.763733
	Iteration 39Q: 3 clusters Score -286930.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -286932.750000 Penalty: 809.763733
	Iteration 40F: 3 clusters Score -286932.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -286932.281250 Penalty: 809.763733
	Iteration 41Q: 3 clusters Score -286932.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -286932.156250 Penalty: 809.763733
	Iteration 42Q: 3 clusters Score -286932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -286932.468750 Penalty: 809.763733
	Iteration 43Q: 3 clusters Score -286932.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -286932.718750 Penalty: 809.763733
	Iteration 44Q: 3 clusters Score -286932.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -286932.968750 Penalty: 809.763733
	Iteration 45Q: 3 clusters Score -286933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -286933.281250 Penalty: 809.763733
	Iteration 46Q: 3 clusters Score -286933.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -286933.281250 Penalty: 809.763733
	Iteration 47F: 3 clusters Score -286933.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (301013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301013 members 
Entering Unmasked Estep 
Score: -12479753.000000 Penalty: 573.978394
	Iteration 0F: 2 clusters Score -1.247975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150713 members 
Mstep: Class 2 contains 150300 members 
Entering Unmasked Estep 
Score: -12275031.000000 Penalty: 1147.956787
	Iteration 0F: 3 clusters Score -1.227503e+07 nChanged 148343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166340 members 
Mstep: Class 2 contains 134673 members 
Entering Unmasked Estep 
Score: -12372083.000000 Penalty: 1147.956787
	Iteration 1F: 3 clusters Score -1.237208e+07 nChanged 17905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178159 members 
Mstep: Class 2 contains 122854 members 
Entering Unmasked Estep 
Score: -12380292.000000 Penalty: 1147.956787
	Iteration 2F: 3 clusters Score -1.238029e+07 nChanged 20270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193197 members 
Mstep: Class 2 contains 107816 members 
Entering Unmasked Estep 
Score: -12390542.000000 Penalty: 1147.956787
	Iteration 3F: 3 clusters Score -1.239054e+07 nChanged 20950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210457 members 
Mstep: Class 2 contains 90556 members 
Entering Unmasked Estep 
Score: -12402222.000000 Penalty: 1147.956787
	Iteration 4F: 3 clusters Score -1.240222e+07 nChanged 20570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229163 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
Score: -12415698.000000 Penalty: 1147.956787
	Iteration 5F: 3 clusters Score -1.24157e+07 nChanged 20120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248757 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
Score: -12431379.000000 Penalty: 1147.956787
	Iteration 6F: 3 clusters Score -1.243138e+07 nChanged 18997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267628 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -12448263.000000 Penalty: 1147.956787
	Iteration 7F: 3 clusters Score -1.244826e+07 nChanged 15906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283484 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -12463728.000000 Penalty: 1147.956787
	Iteration 8F: 3 clusters Score -1.246373e+07 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293552 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -12473463.000000 Penalty: 1147.956787
	Iteration 9Q: 3 clusters Score -1.247346e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298113 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -12477415.000000 Penalty: 1147.956787
	Iteration 10Q: 3 clusters Score -1.247742e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299770 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -12478766.000000 Penalty: 1147.956787
	Iteration 11Q: 3 clusters Score -1.247877e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300276 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -12479116.000000 Penalty: 1147.956787
	Iteration 12Q: 3 clusters Score -1.247912e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300431 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -12479241.000000 Penalty: 1147.956787
	Iteration 13Q: 3 clusters Score -1.247924e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300471 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -12479352.000000 Penalty: 1147.956787
	Iteration 14Q: 3 clusters Score -1.247935e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300482 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12479458.000000 Penalty: 1147.956787
	Iteration 15Q: 3 clusters Score -1.247946e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300473 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -12479560.000000 Penalty: 1147.956787
	Iteration 16Q: 3 clusters Score -1.247956e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300438 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -12479661.000000 Penalty: 1147.956787
	Iteration 17Q: 3 clusters Score -1.247966e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300389 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -12479692.000000 Penalty: 1147.956787
	Iteration 18Q: 3 clusters Score -1.247969e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300347 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -12479725.000000 Penalty: 1147.956787
	Iteration 19Q: 3 clusters Score -1.247972e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300322 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -12479758.000000 Penalty: 1147.956787
	Iteration 20F: 3 clusters Score -1.247976e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300309 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -12479789.000000 Penalty: 1147.956787
	Iteration 21Q: 3 clusters Score -1.247979e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300297 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -12479804.000000 Penalty: 1147.956787
	Iteration 22Q: 3 clusters Score -1.24798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300286 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -12479805.000000 Penalty: 1147.956787
	Iteration 23Q: 3 clusters Score -1.24798e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300273 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -12479798.000000 Penalty: 1147.956787
	Iteration 24Q: 3 clusters Score -1.24798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300261 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -12479799.000000 Penalty: 1147.956787
	Iteration 25Q: 3 clusters Score -1.24798e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300245 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12479800.000000 Penalty: 1147.956787
	Iteration 26Q: 3 clusters Score -1.24798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300239 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -12479806.000000 Penalty: 1147.956787
	Iteration 27Q: 3 clusters Score -1.247981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300236 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -12479815.000000 Penalty: 1147.956787
	Iteration 28Q: 3 clusters Score -1.247982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300234 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -12479813.000000 Penalty: 1147.956787
	Iteration 29Q: 3 clusters Score -1.247981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300231 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -12479816.000000 Penalty: 1147.956787
	Iteration 30Q: 3 clusters Score -1.247982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300226 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -12479809.000000 Penalty: 1147.956787
	Iteration 31Q: 3 clusters Score -1.247981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300216 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -12479824.000000 Penalty: 1147.956787
	Iteration 32Q: 3 clusters Score -1.247982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300207 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -12479841.000000 Penalty: 1147.956787
	Iteration 33Q: 3 clusters Score -1.247984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300202 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -12479833.000000 Penalty: 1147.956787
	Iteration 34Q: 3 clusters Score -1.247983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300200 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -12479840.000000 Penalty: 1147.956787
	Iteration 35Q: 3 clusters Score -1.247984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300196 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -12479836.000000 Penalty: 1147.956787
	Iteration 36Q: 3 clusters Score -1.247984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300193 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -12479838.000000 Penalty: 1147.956787
	Iteration 37Q: 3 clusters Score -1.247984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300192 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -12479840.000000 Penalty: 1147.956787
	Iteration 38Q: 3 clusters Score -1.247984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300191 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -12479839.000000 Penalty: 1147.956787
	Iteration 39Q: 3 clusters Score -1.247984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300190 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -12479836.000000 Penalty: 1147.956787
	Iteration 40F: 3 clusters Score -1.247984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300189 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -12479838.000000 Penalty: 1147.956787
	Iteration 41Q: 3 clusters Score -1.247984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300188 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -12479827.000000 Penalty: 1147.956787
	Iteration 42Q: 3 clusters Score -1.247983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300188 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -12479825.000000 Penalty: 1147.956787
	Iteration 43Q: 3 clusters Score -1.247982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300188 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -12479825.000000 Penalty: 1147.956787
	Iteration 44F: 3 clusters Score -1.247982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159500 members 
Mstep: Class 5 contains 13145 members 
Mstep: Class 6 contains 2638 members 
Mstep: Class 7 contains 5959 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26509 members 
Mstep: Class 13 contains 2063 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 300188 members 
Mstep: Class 16 contains 60012 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17477 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1476 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36014 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26300 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Mstep: Class 41 contains 825 members 
Entering Unmasked Estep 
Score: -28350038.000000 Penalty: 25185.738281
Splitting cluster 15 changes total score from -28350150.000000 to -28350038.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (60012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Entering Unmasked Estep 
Score: -2421221.750000 Penalty: 500.604675
	Iteration 0F: 2 clusters Score -2421222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -2380912.750000 Penalty: 1001.209351
	Iteration 0F: 3 clusters Score -2380913 nChanged 29198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -2398447.000000 Penalty: 1001.209351
	Iteration 1F: 3 clusters Score -2398447 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -2399600.250000 Penalty: 1001.209351
	Iteration 2F: 3 clusters Score -2399600 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -2401190.750000 Penalty: 1001.209351
	Iteration 3F: 3 clusters Score -2401191 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -2403226.500000 Penalty: 1001.209351
	Iteration 4F: 3 clusters Score -2403226 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2405917.000000 Penalty: 1001.209351
	Iteration 5F: 3 clusters Score -2405917 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2409189.250000 Penalty: 1001.209351
	Iteration 6F: 3 clusters Score -2409189 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2412924.500000 Penalty: 1001.209351
	Iteration 7F: 3 clusters Score -2412924 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2416208.000000 Penalty: 1001.209351
	Iteration 8F: 3 clusters Score -2416208 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56435 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2418421.750000 Penalty: 1001.209351
	Iteration 9Q: 3 clusters Score -2418422 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2419661.500000 Penalty: 1001.209351
	Iteration 10Q: 3 clusters Score -2419662 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2420249.250000 Penalty: 1001.209351
	Iteration 11Q: 3 clusters Score -2420249 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59162 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2420560.500000 Penalty: 1001.209351
	Iteration 12Q: 3 clusters Score -2420560 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59406 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2420731.750000 Penalty: 1001.209351
	Iteration 13Q: 3 clusters Score -2420732 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2420874.500000 Penalty: 1001.209351
	Iteration 14Q: 3 clusters Score -2420874 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2420926.750000 Penalty: 1001.209351
	Iteration 15Q: 3 clusters Score -2420927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59627 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2420953.000000 Penalty: 1001.209351
	Iteration 16Q: 3 clusters Score -2420953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2420964.750000 Penalty: 1001.209351
	Iteration 17Q: 3 clusters Score -2420965 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59645 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2420979.500000 Penalty: 1001.209351
	Iteration 18Q: 3 clusters Score -2420980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2420998.250000 Penalty: 1001.209351
	Iteration 19Q: 3 clusters Score -2420998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2421003.750000 Penalty: 1001.209351
	Iteration 20F: 3 clusters Score -2421004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2421017.500000 Penalty: 1001.209351
	Iteration 21Q: 3 clusters Score -2421018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2421023.500000 Penalty: 1001.209351
	Iteration 22Q: 3 clusters Score -2421024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59663 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2421026.500000 Penalty: 1001.209351
	Iteration 23Q: 3 clusters Score -2421026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2421029.750000 Penalty: 1001.209351
	Iteration 24Q: 3 clusters Score -2421030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2421033.500000 Penalty: 1001.209351
	Iteration 25Q: 3 clusters Score -2421034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2421036.750000 Penalty: 1001.209351
	Iteration 26Q: 3 clusters Score -2421037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2421039.500000 Penalty: 1001.209351
	Iteration 27Q: 3 clusters Score -2421040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59658 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2421040.250000 Penalty: 1001.209351
	Iteration 28Q: 3 clusters Score -2421040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2421040.500000 Penalty: 1001.209351
	Iteration 29Q: 3 clusters Score -2421040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2421040.500000 Penalty: 1001.209351
	Iteration 30F: 3 clusters Score -2421040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -16281.796875 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -16281.8 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 248 members 
Entering Unmasked Estep 
Score: -15800.363281 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -15800.36 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -15933.231445 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -15933.23 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -15973.872070 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -15973.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -15995.134766 Penalty: 563.318665
	Iteration 3F: 3 clusters Score -15995.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -16011.421875 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -16011.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -16024.366211 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -16024.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -16030.906250 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -16030.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -16039.146484 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -16039.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -16047.826172 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -16047.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -16050.309570 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -16050.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -16052.335938 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -16052.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -16053.232422 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -16053.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -16055.360352 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -16055.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -16056.537109 Penalty: 563.318665
	Iteration 13Q: 3 clusters Score -16056.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -16057.766602 Penalty: 563.318665
	Iteration 14Q: 3 clusters Score -16057.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -16058.043945 Penalty: 563.318665
	Iteration 15Q: 3 clusters Score -16058.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -16058.043945 Penalty: 563.318665
	Iteration 16F: 3 clusters Score -16058.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -20547.830078 Penalty: 294.981384
	Iteration 0F: 2 clusters Score -20547.83 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 335 members 
Entering Unmasked Estep 
Score: -19963.126953 Penalty: 589.962769
	Iteration 0F: 3 clusters Score -19963.13 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -20125.273438 Penalty: 589.962769
	Iteration 1F: 3 clusters Score -20125.27 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -20178.009766 Penalty: 589.962769
	Iteration 2F: 3 clusters Score -20178.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -20214.332031 Penalty: 589.962769
	Iteration 3F: 3 clusters Score -20214.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -20244.695312 Penalty: 589.962769
	Iteration 4Q: 3 clusters Score -20244.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -20257.125000 Penalty: 589.962769
	Iteration 5Q: 3 clusters Score -20257.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -20273.162109 Penalty: 589.962769
	Iteration 6Q: 3 clusters Score -20273.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -20292.626953 Penalty: 589.962769
	Iteration 7Q: 3 clusters Score -20292.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -20305.919922 Penalty: 589.962769
	Iteration 8Q: 3 clusters Score -20305.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -20312.808594 Penalty: 589.962769
	Iteration 9Q: 3 clusters Score -20312.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -20317.160156 Penalty: 589.962769
	Iteration 10Q: 3 clusters Score -20317.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -20321.921875 Penalty: 589.962769
	Iteration 11Q: 3 clusters Score -20321.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -20328.253906 Penalty: 589.962769
	Iteration 12Q: 3 clusters Score -20328.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -20332.607422 Penalty: 589.962769
	Iteration 13Q: 3 clusters Score -20332.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -20335.214844 Penalty: 589.962769
	Iteration 14Q: 3 clusters Score -20335.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -20336.042969 Penalty: 589.962769
	Iteration 15Q: 3 clusters Score -20336.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -20339.046875 Penalty: 589.962769
	Iteration 16Q: 3 clusters Score -20339.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -20344.302734 Penalty: 589.962769
	Iteration 17Q: 3 clusters Score -20344.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -20347.257812 Penalty: 589.962769
	Iteration 18Q: 3 clusters Score -20347.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -20356.783203 Penalty: 589.962769
	Iteration 19Q: 3 clusters Score -20356.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -20365.986328 Penalty: 589.962769
	Iteration 20F: 3 clusters Score -20365.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -20381.994141 Penalty: 589.962769
	Iteration 21Q: 3 clusters Score -20381.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20396.689453 Penalty: 589.962769
	Iteration 22Q: 3 clusters Score -20396.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -20410.501953 Penalty: 589.962769
	Iteration 23Q: 3 clusters Score -20410.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -20420.353516 Penalty: 589.962769
	Iteration 24Q: 3 clusters Score -20420.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -20430.044922 Penalty: 589.962769
	Iteration 25Q: 3 clusters Score -20430.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -20434.171875 Penalty: 589.962769
	Iteration 26Q: 3 clusters Score -20434.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -20436.853516 Penalty: 589.962769
	Iteration 27Q: 3 clusters Score -20436.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -20440.064453 Penalty: 589.962769
	Iteration 28Q: 3 clusters Score -20440.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -20444.666016 Penalty: 589.962769
	Iteration 29Q: 3 clusters Score -20444.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -20446.806641 Penalty: 589.962769
	Iteration 30Q: 3 clusters Score -20446.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -20447.685547 Penalty: 589.962769
	Iteration 31Q: 3 clusters Score -20447.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -20447.974609 Penalty: 589.962769
	Iteration 32Q: 3 clusters Score -20447.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -20448.798828 Penalty: 589.962769
	Iteration 33Q: 3 clusters Score -20448.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -20449.173828 Penalty: 589.962769
	Iteration 34Q: 3 clusters Score -20449.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -20449.695312 Penalty: 589.962769
	Iteration 35Q: 3 clusters Score -20449.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -20450.826172 Penalty: 589.962769
	Iteration 36Q: 3 clusters Score -20450.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -20452.669922 Penalty: 589.962769
	Iteration 37Q: 3 clusters Score -20452.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -20454.210938 Penalty: 589.962769
	Iteration 38Q: 3 clusters Score -20454.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -20454.210938 Penalty: 589.962769
	Iteration 39F: 3 clusters Score -20454.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Entering Unmasked Estep 
Score: -138642.578125 Penalty: 370.806885
	Iteration 0F: 2 clusters Score -138642.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -136235.906250 Penalty: 741.613770
	Iteration 0F: 3 clusters Score -136235.9 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -137142.343750 Penalty: 741.613770
	Iteration 1F: 3 clusters Score -137142.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -137395.390625 Penalty: 741.613770
	Iteration 2F: 3 clusters Score -137395.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -137609.250000 Penalty: 741.613770
	Iteration 3F: 3 clusters Score -137609.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -137821.125000 Penalty: 741.613770
	Iteration 4F: 3 clusters Score -137821.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -137968.125000 Penalty: 741.613770
	Iteration 5Q: 3 clusters Score -137968.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -138034.109375 Penalty: 741.613770
	Iteration 6Q: 3 clusters Score -138034.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -138074.531250 Penalty: 741.613770
	Iteration 7Q: 3 clusters Score -138074.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -138113.562500 Penalty: 741.613770
	Iteration 8Q: 3 clusters Score -138113.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -138140.421875 Penalty: 741.613770
	Iteration 9Q: 3 clusters Score -138140.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -138168.218750 Penalty: 741.613770
	Iteration 10Q: 3 clusters Score -138168.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -138200.203125 Penalty: 741.613770
	Iteration 11Q: 3 clusters Score -138200.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -138233.828125 Penalty: 741.613770
	Iteration 12Q: 3 clusters Score -138233.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -138254.390625 Penalty: 741.613770
	Iteration 13Q: 3 clusters Score -138254.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -138274.046875 Penalty: 741.613770
	Iteration 14Q: 3 clusters Score -138274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -138292.859375 Penalty: 741.613770
	Iteration 15Q: 3 clusters Score -138292.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -138302.718750 Penalty: 741.613770
	Iteration 16Q: 3 clusters Score -138302.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -138310.578125 Penalty: 741.613770
	Iteration 17Q: 3 clusters Score -138310.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -138318.921875 Penalty: 741.613770
	Iteration 18Q: 3 clusters Score -138318.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -138320.484375 Penalty: 741.613770
	Iteration 19Q: 3 clusters Score -138320.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -138322.093750 Penalty: 741.613770
	Iteration 20F: 3 clusters Score -138322.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -138322.625000 Penalty: 741.613770
	Iteration 21Q: 3 clusters Score -138322.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -138322.734375 Penalty: 741.613770
	Iteration 22Q: 3 clusters Score -138322.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -138324.062500 Penalty: 741.613770
	Iteration 23Q: 3 clusters Score -138324.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -138325.687500 Penalty: 741.613770
	Iteration 24Q: 3 clusters Score -138325.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -138328.515625 Penalty: 741.613770
	Iteration 25Q: 3 clusters Score -138328.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -138333.531250 Penalty: 741.613770
	Iteration 26Q: 3 clusters Score -138333.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -138334.125000 Penalty: 741.613770
	Iteration 27Q: 3 clusters Score -138334.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -138336.640625 Penalty: 741.613770
	Iteration 28Q: 3 clusters Score -138336.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -138337.218750 Penalty: 741.613770
	Iteration 29Q: 3 clusters Score -138337.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -138338.359375 Penalty: 741.613770
	Iteration 30Q: 3 clusters Score -138338.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -138338.578125 Penalty: 741.613770
	Iteration 31Q: 3 clusters Score -138338.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -138338.781250 Penalty: 741.613770
	Iteration 32Q: 3 clusters Score -138338.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -138339.468750 Penalty: 741.613770
	Iteration 33Q: 3 clusters Score -138339.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -138339.468750 Penalty: 741.613770
	Iteration 34F: 3 clusters Score -138339.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -44570.851562 Penalty: 326.100220
	Iteration 0F: 2 clusters Score -44570.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -43584.316406 Penalty: 652.200439
	Iteration 0F: 3 clusters Score -43584.32 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -43956.890625 Penalty: 652.200439
	Iteration 1F: 3 clusters Score -43956.89 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -44032.507812 Penalty: 652.200439
	Iteration 2F: 3 clusters Score -44032.51 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -44088.320312 Penalty: 652.200439
	Iteration 3F: 3 clusters Score -44088.32 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -44144.589844 Penalty: 652.200439
	Iteration 4Q: 3 clusters Score -44144.59 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -44198.484375 Penalty: 652.200439
	Iteration 5F: 3 clusters Score -44198.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -44224.316406 Penalty: 652.200439
	Iteration 6Q: 3 clusters Score -44224.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -44244.464844 Penalty: 652.200439
	Iteration 7Q: 3 clusters Score -44244.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44263.687500 Penalty: 652.200439
	Iteration 8Q: 3 clusters Score -44263.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44280.808594 Penalty: 652.200439
	Iteration 9Q: 3 clusters Score -44280.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44294.996094 Penalty: 652.200439
	Iteration 10Q: 3 clusters Score -44295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44304.312500 Penalty: 652.200439
	Iteration 11Q: 3 clusters Score -44304.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44315.250000 Penalty: 652.200439
	Iteration 12Q: 3 clusters Score -44315.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44326.734375 Penalty: 652.200439
	Iteration 13Q: 3 clusters Score -44326.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44332.640625 Penalty: 652.200439
	Iteration 14Q: 3 clusters Score -44332.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44339.570312 Penalty: 652.200439
	Iteration 15Q: 3 clusters Score -44339.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44343.066406 Penalty: 652.200439
	Iteration 16Q: 3 clusters Score -44343.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44344.859375 Penalty: 652.200439
	Iteration 17Q: 3 clusters Score -44344.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44346.175781 Penalty: 652.200439
	Iteration 18Q: 3 clusters Score -44346.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44346.285156 Penalty: 652.200439
	Iteration 19Q: 3 clusters Score -44346.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44346.285156 Penalty: 652.200439
	Iteration 20F: 3 clusters Score -44346.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Entering Unmasked Estep 
Score: -226753.328125 Penalty: 391.984558
	Iteration 0F: 2 clusters Score -226753.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -223086.546875 Penalty: 783.969116
	Iteration 0F: 3 clusters Score -223086.5 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -224667.046875 Penalty: 783.969116
	Iteration 1F: 3 clusters Score -224667 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -224994.968750 Penalty: 783.969116
	Iteration 2F: 3 clusters Score -224995 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -225397.125000 Penalty: 783.969116
	Iteration 3F: 3 clusters Score -225397.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -225786.703125 Penalty: 783.969116
	Iteration 4F: 3 clusters Score -225786.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -226092.968750 Penalty: 783.969116
	Iteration 5F: 3 clusters Score -226093 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -226283.890625 Penalty: 783.969116
	Iteration 6Q: 3 clusters Score -226283.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -226414.390625 Penalty: 783.969116
	Iteration 7Q: 3 clusters Score -226414.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -226495.875000 Penalty: 783.969116
	Iteration 8Q: 3 clusters Score -226495.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -226540.484375 Penalty: 783.969116
	Iteration 9Q: 3 clusters Score -226540.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -226572.859375 Penalty: 783.969116
	Iteration 10Q: 3 clusters Score -226572.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -226586.015625 Penalty: 783.969116
	Iteration 11Q: 3 clusters Score -226586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -226592.875000 Penalty: 783.969116
	Iteration 12Q: 3 clusters Score -226592.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -226598.828125 Penalty: 783.969116
	Iteration 13Q: 3 clusters Score -226598.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -226602.062500 Penalty: 783.969116
	Iteration 14Q: 3 clusters Score -226602.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -226605.421875 Penalty: 783.969116
	Iteration 15Q: 3 clusters Score -226605.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -226610.562500 Penalty: 783.969116
	Iteration 16Q: 3 clusters Score -226610.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -226616.578125 Penalty: 783.969116
	Iteration 17Q: 3 clusters Score -226616.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -226630.046875 Penalty: 783.969116
	Iteration 18Q: 3 clusters Score -226630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -226636.515625 Penalty: 783.969116
	Iteration 19Q: 3 clusters Score -226636.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -226640.187500 Penalty: 783.969116
	Iteration 20F: 3 clusters Score -226640.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -226646.062500 Penalty: 783.969116
	Iteration 21Q: 3 clusters Score -226646.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -226653.390625 Penalty: 783.969116
	Iteration 22Q: 3 clusters Score -226653.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -226660.046875 Penalty: 783.969116
	Iteration 23Q: 3 clusters Score -226660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -226662.171875 Penalty: 783.969116
	Iteration 24Q: 3 clusters Score -226662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -226662.484375 Penalty: 783.969116
	Iteration 25Q: 3 clusters Score -226662.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -226662.937500 Penalty: 783.969116
	Iteration 26Q: 3 clusters Score -226662.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -226663.500000 Penalty: 783.969116
	Iteration 27Q: 3 clusters Score -226663.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -226663.484375 Penalty: 783.969116
	Iteration 28Q: 3 clusters Score -226663.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -226664.671875 Penalty: 783.969116
	Iteration 29Q: 3 clusters Score -226664.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -226665.031250 Penalty: 783.969116
	Iteration 30Q: 3 clusters Score -226665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -226665.031250 Penalty: 783.969116
	Iteration 31F: 3 clusters Score -226665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Entering Unmasked Estep 
Score: -701837.750000 Penalty: 444.473175
	Iteration 0F: 2 clusters Score -701837.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -690174.000000 Penalty: 888.946350
	Iteration 0F: 3 clusters Score -690174 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -695426.562500 Penalty: 888.946350
	Iteration 1F: 3 clusters Score -695426.6 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -696004.875000 Penalty: 888.946350
	Iteration 2F: 3 clusters Score -696004.9 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -696615.687500 Penalty: 888.946350
	Iteration 3F: 3 clusters Score -696615.7 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -697335.625000 Penalty: 888.946350
	Iteration 4F: 3 clusters Score -697335.6 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -698301.750000 Penalty: 888.946350
	Iteration 5F: 3 clusters Score -698301.8 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -699327.625000 Penalty: 888.946350
	Iteration 6F: 3 clusters Score -699327.6 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -700021.125000 Penalty: 888.946350
	Iteration 7F: 3 clusters Score -700021.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -700444.375000 Penalty: 888.946350
	Iteration 8Q: 3 clusters Score -700444.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -700718.750000 Penalty: 888.946350
	Iteration 9Q: 3 clusters Score -700718.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -700900.437500 Penalty: 888.946350
	Iteration 10Q: 3 clusters Score -700900.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -701000.875000 Penalty: 888.946350
	Iteration 11Q: 3 clusters Score -701000.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -701050.062500 Penalty: 888.946350
	Iteration 12Q: 3 clusters Score -701050.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -701080.750000 Penalty: 888.946350
	Iteration 13Q: 3 clusters Score -701080.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -701092.625000 Penalty: 888.946350
	Iteration 14Q: 3 clusters Score -701092.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -701099.937500 Penalty: 888.946350
	Iteration 15Q: 3 clusters Score -701099.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -701102.937500 Penalty: 888.946350
	Iteration 16Q: 3 clusters Score -701102.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -701107.375000 Penalty: 888.946350
	Iteration 17Q: 3 clusters Score -701107.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -701107.312500 Penalty: 888.946350
	Iteration 18Q: 3 clusters Score -701107.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -701108.750000 Penalty: 888.946350
	Iteration 19Q: 3 clusters Score -701108.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -701111.750000 Penalty: 888.946350
	Iteration 20F: 3 clusters Score -701111.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -701112.062500 Penalty: 888.946350
	Iteration 21Q: 3 clusters Score -701112.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -701111.125000 Penalty: 888.946350
	Iteration 22Q: 3 clusters Score -701111.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -701111.000000 Penalty: 888.946350
	Iteration 23Q: 3 clusters Score -701111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -701112.062500 Penalty: 888.946350
	Iteration 24Q: 3 clusters Score -701112.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -701113.875000 Penalty: 888.946350
	Iteration 25Q: 3 clusters Score -701113.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -701112.812500 Penalty: 888.946350
	Iteration 26Q: 3 clusters Score -701112.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -701112.812500 Penalty: 888.946350
	Iteration 27F: 3 clusters Score -701112.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -33019.234375 Penalty: 310.804779
	Iteration 0F: 2 clusters Score -33019.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -32270.884766 Penalty: 621.609558
	Iteration 0F: 3 clusters Score -32270.88 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -32528.638672 Penalty: 621.609558
	Iteration 1F: 3 clusters Score -32528.64 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -32593.150391 Penalty: 621.609558
	Iteration 2F: 3 clusters Score -32593.15 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -32618.587891 Penalty: 621.609558
	Iteration 3Q: 3 clusters Score -32618.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -32643.845703 Penalty: 621.609558
	Iteration 4Q: 3 clusters Score -32643.85 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -32667.886719 Penalty: 621.609558
	Iteration 5Q: 3 clusters Score -32667.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -32683.914062 Penalty: 621.609558
	Iteration 6Q: 3 clusters Score -32683.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -32694.492188 Penalty: 621.609558
	Iteration 7Q: 3 clusters Score -32694.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -32702.009766 Penalty: 621.609558
	Iteration 8Q: 3 clusters Score -32702.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -32710.000000 Penalty: 621.609558
	Iteration 9Q: 3 clusters Score -32710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -32719.511719 Penalty: 621.609558
	Iteration 10Q: 3 clusters Score -32719.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -32726.269531 Penalty: 621.609558
	Iteration 11Q: 3 clusters Score -32726.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -32730.515625 Penalty: 621.609558
	Iteration 12Q: 3 clusters Score -32730.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -32733.789062 Penalty: 621.609558
	Iteration 13Q: 3 clusters Score -32733.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -32735.351562 Penalty: 621.609558
	Iteration 14Q: 3 clusters Score -32735.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -32736.214844 Penalty: 621.609558
	Iteration 15Q: 3 clusters Score -32736.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -32737.669922 Penalty: 621.609558
	Iteration 16Q: 3 clusters Score -32737.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -32738.095703 Penalty: 621.609558
	Iteration 17Q: 3 clusters Score -32738.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -32738.574219 Penalty: 621.609558
	Iteration 18Q: 3 clusters Score -32738.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -32738.826172 Penalty: 621.609558
	Iteration 19Q: 3 clusters Score -32738.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -32738.955078 Penalty: 621.609558
	Iteration 20F: 3 clusters Score -32738.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Entering Unmasked Estep 
Score: -72997.500000 Penalty: 345.544342
	Iteration 0F: 2 clusters Score -72997.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -71568.023438 Penalty: 691.088684
	Iteration 0F: 3 clusters Score -71568.02 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -72097.960938 Penalty: 691.088684
	Iteration 1F: 3 clusters Score -72097.96 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -72217.671875 Penalty: 691.088684
	Iteration 2F: 3 clusters Score -72217.67 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -72313.179688 Penalty: 691.088684
	Iteration 3F: 3 clusters Score -72313.18 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -72428.414062 Penalty: 691.088684
	Iteration 4F: 3 clusters Score -72428.41 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -72537.703125 Penalty: 691.088684
	Iteration 5F: 3 clusters Score -72537.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -72649.312500 Penalty: 691.088684
	Iteration 6F: 3 clusters Score -72649.31 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -72788.710938 Penalty: 691.088684
	Iteration 7F: 3 clusters Score -72788.71 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -72948.421875 Penalty: 691.088684
	Iteration 8Q: 3 clusters Score -72948.42 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -73052.289062 Penalty: 691.088684
	Iteration 9Q: 3 clusters Score -73052.29 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -73129.656250 Penalty: 691.088684
	Iteration 10Q: 3 clusters Score -73129.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -73171.765625 Penalty: 691.088684
	Iteration 11Q: 3 clusters Score -73171.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -73187.921875 Penalty: 691.088684
	Iteration 12Q: 3 clusters Score -73187.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -73197.484375 Penalty: 691.088684
	Iteration 13Q: 3 clusters Score -73197.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -73201.843750 Penalty: 691.088684
	Iteration 14Q: 3 clusters Score -73201.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -73203.781250 Penalty: 691.088684
	Iteration 15Q: 3 clusters Score -73203.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -73205.132812 Penalty: 691.088684
	Iteration 16Q: 3 clusters Score -73205.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -73205.835938 Penalty: 691.088684
	Iteration 17Q: 3 clusters Score -73205.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -73206.468750 Penalty: 691.088684
	Iteration 18Q: 3 clusters Score -73206.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -73206.984375 Penalty: 691.088684
	Iteration 19Q: 3 clusters Score -73206.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -73206.984375 Penalty: 691.088684
	Iteration 20F: 3 clusters Score -73206.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159500 members 
Mstep: Class 5 contains 13145 members 
Mstep: Class 6 contains 2638 members 
Mstep: Class 7 contains 5959 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26509 members 
Mstep: Class 13 contains 2063 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 301013 members 
Mstep: Class 16 contains 60012 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17477 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 883 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1476 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36014 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26300 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Mstep: Class 41 contains 1104 members 
Entering Unmasked Estep 
Score: -28350126.000000 Penalty: 25185.738281
Splitting cluster 24 changes total score from -28350150.000000 to -28350126.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -30546.562500 Penalty: 309.153687
	Iteration 0F: 2 clusters Score -30546.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -29830.626953 Penalty: 618.307373
	Iteration 0F: 3 clusters Score -29830.63 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -30070.113281 Penalty: 618.307373
	Iteration 1F: 3 clusters Score -30070.11 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -30130.935547 Penalty: 618.307373
	Iteration 2F: 3 clusters Score -30130.94 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -30161.671875 Penalty: 618.307373
	Iteration 3F: 3 clusters Score -30161.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -30174.568359 Penalty: 618.307373
	Iteration 4Q: 3 clusters Score -30174.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -30182.917969 Penalty: 618.307373
	Iteration 5Q: 3 clusters Score -30182.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -30196.134766 Penalty: 618.307373
	Iteration 6Q: 3 clusters Score -30196.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -30213.839844 Penalty: 618.307373
	Iteration 7Q: 3 clusters Score -30213.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -30228.486328 Penalty: 618.307373
	Iteration 8Q: 3 clusters Score -30228.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -30239.849609 Penalty: 618.307373
	Iteration 9Q: 3 clusters Score -30239.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -30251.960938 Penalty: 618.307373
	Iteration 10Q: 3 clusters Score -30251.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -30260.035156 Penalty: 618.307373
	Iteration 11Q: 3 clusters Score -30260.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -30269.835938 Penalty: 618.307373
	Iteration 12Q: 3 clusters Score -30269.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -30275.830078 Penalty: 618.307373
	Iteration 13Q: 3 clusters Score -30275.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -30280.087891 Penalty: 618.307373
	Iteration 14Q: 3 clusters Score -30280.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -30281.765625 Penalty: 618.307373
	Iteration 15Q: 3 clusters Score -30281.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -30283.117188 Penalty: 618.307373
	Iteration 16Q: 3 clusters Score -30283.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -30285.029297 Penalty: 618.307373
	Iteration 17Q: 3 clusters Score -30285.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -30287.386719 Penalty: 618.307373
	Iteration 18Q: 3 clusters Score -30287.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -30290.037109 Penalty: 618.307373
	Iteration 19Q: 3 clusters Score -30290.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -30293.035156 Penalty: 618.307373
	Iteration 20F: 3 clusters Score -30293.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -30294.433594 Penalty: 618.307373
	Iteration 21Q: 3 clusters Score -30294.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -30297.164062 Penalty: 618.307373
	Iteration 22Q: 3 clusters Score -30297.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -30300.060547 Penalty: 618.307373
	Iteration 23Q: 3 clusters Score -30300.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -30303.830078 Penalty: 618.307373
	Iteration 24Q: 3 clusters Score -30303.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -30307.123047 Penalty: 618.307373
	Iteration 25Q: 3 clusters Score -30307.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -30311.634766 Penalty: 618.307373
	Iteration 26Q: 3 clusters Score -30311.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30314.513672 Penalty: 618.307373
	Iteration 27Q: 3 clusters Score -30314.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30317.607422 Penalty: 618.307373
	Iteration 28Q: 3 clusters Score -30317.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -30319.521484 Penalty: 618.307373
	Iteration 29Q: 3 clusters Score -30319.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30320.484375 Penalty: 618.307373
	Iteration 30Q: 3 clusters Score -30320.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -30320.937500 Penalty: 618.307373
	Iteration 31Q: 3 clusters Score -30320.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30321.142578 Penalty: 618.307373
	Iteration 32Q: 3 clusters Score -30321.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -30321.468750 Penalty: 618.307373
	Iteration 33Q: 3 clusters Score -30321.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -30321.468750 Penalty: 618.307373
	Iteration 34F: 3 clusters Score -30321.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -58254.917969 Penalty: 332.017639
	Iteration 0F: 2 clusters Score -58254.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -57146.933594 Penalty: 664.035278
	Iteration 0F: 3 clusters Score -57146.93 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -57484.859375 Penalty: 664.035278
	Iteration 1F: 3 clusters Score -57484.86 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -57550.246094 Penalty: 664.035278
	Iteration 2F: 3 clusters Score -57550.25 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -57598.507812 Penalty: 664.035278
	Iteration 3F: 3 clusters Score -57598.51 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -57649.761719 Penalty: 664.035278
	Iteration 4F: 3 clusters Score -57649.76 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -57721.140625 Penalty: 664.035278
	Iteration 5F: 3 clusters Score -57721.14 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -57785.187500 Penalty: 664.035278
	Iteration 6F: 3 clusters Score -57785.19 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -57876.578125 Penalty: 664.035278
	Iteration 7F: 3 clusters Score -57876.58 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -57957.414062 Penalty: 664.035278
	Iteration 8F: 3 clusters Score -57957.41 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -58025.675781 Penalty: 664.035278
	Iteration 9Q: 3 clusters Score -58025.68 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -58067.824219 Penalty: 664.035278
	Iteration 10Q: 3 clusters Score -58067.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -58100.433594 Penalty: 664.035278
	Iteration 11Q: 3 clusters Score -58100.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -58111.718750 Penalty: 664.035278
	Iteration 12Q: 3 clusters Score -58111.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -58117.226562 Penalty: 664.035278
	Iteration 13Q: 3 clusters Score -58117.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -58118.417969 Penalty: 664.035278
	Iteration 14Q: 3 clusters Score -58118.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -58118.695312 Penalty: 664.035278
	Iteration 15Q: 3 clusters Score -58118.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -58119.050781 Penalty: 664.035278
	Iteration 16Q: 3 clusters Score -58119.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -58119.375000 Penalty: 664.035278
	Iteration 17Q: 3 clusters Score -58119.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -58120.328125 Penalty: 664.035278
	Iteration 18Q: 3 clusters Score -58120.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -58122.562500 Penalty: 664.035278
	Iteration 19Q: 3 clusters Score -58122.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -58123.062500 Penalty: 664.035278
	Iteration 20F: 3 clusters Score -58123.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -58123.835938 Penalty: 664.035278
	Iteration 21Q: 3 clusters Score -58123.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -58124.359375 Penalty: 664.035278
	Iteration 22Q: 3 clusters Score -58124.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -58124.359375 Penalty: 664.035278
	Iteration 23F: 3 clusters Score -58124.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Entering Unmasked Estep 
Score: -146719.890625 Penalty: 373.967102
	Iteration 0F: 2 clusters Score -146719.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -144171.984375 Penalty: 747.934204
	Iteration 0F: 3 clusters Score -144172 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -145145.265625 Penalty: 747.934204
	Iteration 1F: 3 clusters Score -145145.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -145378.765625 Penalty: 747.934204
	Iteration 2F: 3 clusters Score -145378.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -145716.140625 Penalty: 747.934204
	Iteration 3F: 3 clusters Score -145716.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -146023.843750 Penalty: 747.934204
	Iteration 4F: 3 clusters Score -146023.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -146265.453125 Penalty: 747.934204
	Iteration 5F: 3 clusters Score -146265.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -146424.140625 Penalty: 747.934204
	Iteration 6F: 3 clusters Score -146424.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -146491.625000 Penalty: 747.934204
	Iteration 7Q: 3 clusters Score -146491.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -146530.875000 Penalty: 747.934204
	Iteration 8Q: 3 clusters Score -146530.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -146548.281250 Penalty: 747.934204
	Iteration 9Q: 3 clusters Score -146548.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -146558.843750 Penalty: 747.934204
	Iteration 10Q: 3 clusters Score -146558.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -146565.062500 Penalty: 747.934204
	Iteration 11Q: 3 clusters Score -146565.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -146567.609375 Penalty: 747.934204
	Iteration 12Q: 3 clusters Score -146567.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -146568.296875 Penalty: 747.934204
	Iteration 13Q: 3 clusters Score -146568.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -146570.000000 Penalty: 747.934204
	Iteration 14Q: 3 clusters Score -146570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -146571.218750 Penalty: 747.934204
	Iteration 15Q: 3 clusters Score -146571.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -146571.734375 Penalty: 747.934204
	Iteration 16Q: 3 clusters Score -146571.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -146572.218750 Penalty: 747.934204
	Iteration 17Q: 3 clusters Score -146572.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -146572.296875 Penalty: 747.934204
	Iteration 18Q: 3 clusters Score -146572.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -146572.828125 Penalty: 747.934204
	Iteration 19Q: 3 clusters Score -146572.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -146572.968750 Penalty: 747.934204
	Iteration 20F: 3 clusters Score -146573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -146573.234375 Penalty: 747.934204
	Iteration 21Q: 3 clusters Score -146573.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -146573.953125 Penalty: 747.934204
	Iteration 22Q: 3 clusters Score -146574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -146573.953125 Penalty: 747.934204
	Iteration 23F: 3 clusters Score -146574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Entering Unmasked Estep 
Score: -129173.984375 Penalty: 369.432617
	Iteration 0F: 2 clusters Score -129174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -126862.226562 Penalty: 738.865234
	Iteration 0F: 3 clusters Score -126862.2 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -127735.101562 Penalty: 738.865234
	Iteration 1F: 3 clusters Score -127735.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -127997.882812 Penalty: 738.865234
	Iteration 2F: 3 clusters Score -127997.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -128262.390625 Penalty: 738.865234
	Iteration 3F: 3 clusters Score -128262.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -128454.570312 Penalty: 738.865234
	Iteration 4F: 3 clusters Score -128454.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -128604.343750 Penalty: 738.865234
	Iteration 5F: 3 clusters Score -128604.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -128719.679688 Penalty: 738.865234
	Iteration 6Q: 3 clusters Score -128719.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -128812.734375 Penalty: 738.865234
	Iteration 7Q: 3 clusters Score -128812.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -128851.406250 Penalty: 738.865234
	Iteration 8Q: 3 clusters Score -128851.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -128879.257812 Penalty: 738.865234
	Iteration 9Q: 3 clusters Score -128879.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -128889.414062 Penalty: 738.865234
	Iteration 10Q: 3 clusters Score -128889.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -128893.539062 Penalty: 738.865234
	Iteration 11Q: 3 clusters Score -128893.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -128898.421875 Penalty: 738.865234
	Iteration 12Q: 3 clusters Score -128898.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -128903.148438 Penalty: 738.865234
	Iteration 13Q: 3 clusters Score -128903.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -128910.546875 Penalty: 738.865234
	Iteration 14Q: 3 clusters Score -128910.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -128917.468750 Penalty: 738.865234
	Iteration 15Q: 3 clusters Score -128917.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -128922.343750 Penalty: 738.865234
	Iteration 16Q: 3 clusters Score -128922.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -128924.476562 Penalty: 738.865234
	Iteration 17Q: 3 clusters Score -128924.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -128928.609375 Penalty: 738.865234
	Iteration 18Q: 3 clusters Score -128928.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -128929.320312 Penalty: 738.865234
	Iteration 19Q: 3 clusters Score -128929.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -128929.726562 Penalty: 738.865234
	Iteration 20F: 3 clusters Score -128929.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Entering Unmasked Estep 
Score: -279615.000000 Penalty: 403.952606
	Iteration 0F: 2 clusters Score -279615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -274810.156250 Penalty: 807.905212
	Iteration 0F: 3 clusters Score -274810.2 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -276571.593750 Penalty: 807.905212
	Iteration 1F: 3 clusters Score -276571.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -276787.468750 Penalty: 807.905212
	Iteration 2F: 3 clusters Score -276787.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -277135.500000 Penalty: 807.905212
	Iteration 3F: 3 clusters Score -277135.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -277594.062500 Penalty: 807.905212
	Iteration 4F: 3 clusters Score -277594.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -278143.468750 Penalty: 807.905212
	Iteration 5F: 3 clusters Score -278143.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -278559.718750 Penalty: 807.905212
	Iteration 6F: 3 clusters Score -278559.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -278827.187500 Penalty: 807.905212
	Iteration 7F: 3 clusters Score -278827.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -278977.093750 Penalty: 807.905212
	Iteration 8Q: 3 clusters Score -278977.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -279055.500000 Penalty: 807.905212
	Iteration 9Q: 3 clusters Score -279055.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -279090.625000 Penalty: 807.905212
	Iteration 10Q: 3 clusters Score -279090.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -279109.218750 Penalty: 807.905212
	Iteration 11Q: 3 clusters Score -279109.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -279120.656250 Penalty: 807.905212
	Iteration 12Q: 3 clusters Score -279120.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -279128.343750 Penalty: 807.905212
	Iteration 13Q: 3 clusters Score -279128.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -279133.062500 Penalty: 807.905212
	Iteration 14Q: 3 clusters Score -279133.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -279137.437500 Penalty: 807.905212
	Iteration 15Q: 3 clusters Score -279137.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -279142.781250 Penalty: 807.905212
	Iteration 16Q: 3 clusters Score -279142.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -279153.125000 Penalty: 807.905212
	Iteration 17Q: 3 clusters Score -279153.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -279163.031250 Penalty: 807.905212
	Iteration 18Q: 3 clusters Score -279163 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -279167.593750 Penalty: 807.905212
	Iteration 19Q: 3 clusters Score -279167.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -279170.656250 Penalty: 807.905212
	Iteration 20F: 3 clusters Score -279170.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -279173.781250 Penalty: 807.905212
	Iteration 21Q: 3 clusters Score -279173.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -279176.437500 Penalty: 807.905212
	Iteration 22Q: 3 clusters Score -279176.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -279180.406250 Penalty: 807.905212
	Iteration 23Q: 3 clusters Score -279180.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -279183.187500 Penalty: 807.905212
	Iteration 24Q: 3 clusters Score -279183.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -279186.812500 Penalty: 807.905212
	Iteration 25Q: 3 clusters Score -279186.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -279191.281250 Penalty: 807.905212
	Iteration 26Q: 3 clusters Score -279191.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -279196.562500 Penalty: 807.905212
	Iteration 27Q: 3 clusters Score -279196.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -279203.625000 Penalty: 807.905212
	Iteration 28Q: 3 clusters Score -279203.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -279211.625000 Penalty: 807.905212
	Iteration 29Q: 3 clusters Score -279211.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -279221.062500 Penalty: 807.905212
	Iteration 30Q: 3 clusters Score -279221.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -279228.250000 Penalty: 807.905212
	Iteration 31Q: 3 clusters Score -279228.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -279240.937500 Penalty: 807.905212
	Iteration 32Q: 3 clusters Score -279240.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -279255.218750 Penalty: 807.905212
	Iteration 33Q: 3 clusters Score -279255.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -279269.625000 Penalty: 807.905212
	Iteration 34Q: 3 clusters Score -279269.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -279282.062500 Penalty: 807.905212
	Iteration 35Q: 3 clusters Score -279282.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -279297.812500 Penalty: 807.905212
	Iteration 36Q: 3 clusters Score -279297.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -279311.593750 Penalty: 807.905212
	Iteration 37Q: 3 clusters Score -279311.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -279322.718750 Penalty: 807.905212
	Iteration 38Q: 3 clusters Score -279322.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -279337.750000 Penalty: 807.905212
	Iteration 39Q: 3 clusters Score -279337.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -279355.656250 Penalty: 807.905212
	Iteration 40F: 3 clusters Score -279355.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -279376.656250 Penalty: 807.905212
	Iteration 41Q: 3 clusters Score -279376.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -279392.593750 Penalty: 807.905212
	Iteration 42Q: 3 clusters Score -279392.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -279408.062500 Penalty: 807.905212
	Iteration 43Q: 3 clusters Score -279408.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -279422.562500 Penalty: 807.905212
	Iteration 44Q: 3 clusters Score -279422.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -279433.125000 Penalty: 807.905212
	Iteration 45Q: 3 clusters Score -279433.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -279440.281250 Penalty: 807.905212
	Iteration 46Q: 3 clusters Score -279440.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -279446.125000 Penalty: 807.905212
	Iteration 47Q: 3 clusters Score -279446.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -279450.187500 Penalty: 807.905212
	Iteration 48Q: 3 clusters Score -279450.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -279454.281250 Penalty: 807.905212
	Iteration 49Q: 3 clusters Score -279454.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -279464.562500 Penalty: 807.905212
	Iteration 50Q: 3 clusters Score -279464.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -279475.375000 Penalty: 807.905212
	Iteration 51Q: 3 clusters Score -279475.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -279483.062500 Penalty: 807.905212
	Iteration 52Q: 3 clusters Score -279483.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -279489.468750 Penalty: 807.905212
	Iteration 53Q: 3 clusters Score -279489.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -279499.406250 Penalty: 807.905212
	Iteration 54Q: 3 clusters Score -279499.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -279508.156250 Penalty: 807.905212
	Iteration 55Q: 3 clusters Score -279508.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -279515.656250 Penalty: 807.905212
	Iteration 56Q: 3 clusters Score -279515.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -279523.718750 Penalty: 807.905212
	Iteration 57Q: 3 clusters Score -279523.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -279529.031250 Penalty: 807.905212
	Iteration 58Q: 3 clusters Score -279529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -279533.843750 Penalty: 807.905212
	Iteration 59Q: 3 clusters Score -279533.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -279538.156250 Penalty: 807.905212
	Iteration 60F: 3 clusters Score -279538.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -279539.656250 Penalty: 807.905212
	Iteration 61Q: 3 clusters Score -279539.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -279541.531250 Penalty: 807.905212
	Iteration 62Q: 3 clusters Score -279541.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -279545.343750 Penalty: 807.905212
	Iteration 63Q: 3 clusters Score -279545.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -279546.500000 Penalty: 807.905212
	Iteration 64Q: 3 clusters Score -279546.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -279548.937500 Penalty: 807.905212
	Iteration 65Q: 3 clusters Score -279548.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -279552.781250 Penalty: 807.905212
	Iteration 66Q: 3 clusters Score -279552.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -279554.531250 Penalty: 807.905212
	Iteration 67Q: 3 clusters Score -279554.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -279557.250000 Penalty: 807.905212
	Iteration 68Q: 3 clusters Score -279557.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -279559.031250 Penalty: 807.905212
	Iteration 69Q: 3 clusters Score -279559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -279561.406250 Penalty: 807.905212
	Iteration 70Q: 3 clusters Score -279561.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -279564.531250 Penalty: 807.905212
	Iteration 71Q: 3 clusters Score -279564.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -279567.250000 Penalty: 807.905212
	Iteration 72Q: 3 clusters Score -279567.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -279568.593750 Penalty: 807.905212
	Iteration 73Q: 3 clusters Score -279568.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -279570.187500 Penalty: 807.905212
	Iteration 74Q: 3 clusters Score -279570.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -279572.125000 Penalty: 807.905212
	Iteration 75Q: 3 clusters Score -279572.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -279571.468750 Penalty: 807.905212
	Iteration 76Q: 3 clusters Score -279571.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -279571.312500 Penalty: 807.905212
	Iteration 77Q: 3 clusters Score -279571.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -279571.718750 Penalty: 807.905212
	Iteration 78Q: 3 clusters Score -279571.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -279571.718750 Penalty: 807.905212
	Iteration 79F: 3 clusters Score -279571.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (36014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Entering Unmasked Estep 
Score: -1555302.875000 Penalty: 477.370667
	Iteration 0F: 2 clusters Score -1555303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -1531157.500000 Penalty: 954.741333
	Iteration 0F: 3 clusters Score -1531158 nChanged 17374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -1541403.875000 Penalty: 954.741333
	Iteration 1F: 3 clusters Score -1541404 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1541804.375000 Penalty: 954.741333
	Iteration 2Q: 3 clusters Score -1541804 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -1542370.125000 Penalty: 954.741333
	Iteration 3Q: 3 clusters Score -1542370 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1543215.500000 Penalty: 954.741333
	Iteration 4Q: 3 clusters Score -1543216 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1544546.375000 Penalty: 954.741333
	Iteration 5F: 3 clusters Score -1544546 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1546489.500000 Penalty: 954.741333
	Iteration 6F: 3 clusters Score -1546490 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1548655.125000 Penalty: 954.741333
	Iteration 7F: 3 clusters Score -1548655 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1550215.625000 Penalty: 954.741333
	Iteration 8F: 3 clusters Score -1550216 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1551003.000000 Penalty: 954.741333
	Iteration 9Q: 3 clusters Score -1551003 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1551393.000000 Penalty: 954.741333
	Iteration 10Q: 3 clusters Score -1551393 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1551673.625000 Penalty: 954.741333
	Iteration 11Q: 3 clusters Score -1551674 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1551906.750000 Penalty: 954.741333
	Iteration 12Q: 3 clusters Score -1551907 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1552142.250000 Penalty: 954.741333
	Iteration 13Q: 3 clusters Score -1552142 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1552355.625000 Penalty: 954.741333
	Iteration 14Q: 3 clusters Score -1552356 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1552556.500000 Penalty: 954.741333
	Iteration 15Q: 3 clusters Score -1552556 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1552725.625000 Penalty: 954.741333
	Iteration 16Q: 3 clusters Score -1552726 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1552872.875000 Penalty: 954.741333
	Iteration 17Q: 3 clusters Score -1552873 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1553011.375000 Penalty: 954.741333
	Iteration 18Q: 3 clusters Score -1553011 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1553133.500000 Penalty: 954.741333
	Iteration 19Q: 3 clusters Score -1553134 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1553237.500000 Penalty: 954.741333
	Iteration 20F: 3 clusters Score -1553238 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1553334.375000 Penalty: 954.741333
	Iteration 21Q: 3 clusters Score -1553334 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1553438.000000 Penalty: 954.741333
	Iteration 22Q: 3 clusters Score -1553438 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1553540.375000 Penalty: 954.741333
	Iteration 23Q: 3 clusters Score -1553540 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1553621.625000 Penalty: 954.741333
	Iteration 24Q: 3 clusters Score -1553622 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1553691.875000 Penalty: 954.741333
	Iteration 25Q: 3 clusters Score -1553692 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1553772.625000 Penalty: 954.741333
	Iteration 26Q: 3 clusters Score -1553773 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1553834.375000 Penalty: 954.741333
	Iteration 27Q: 3 clusters Score -1553834 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1553915.750000 Penalty: 954.741333
	Iteration 28Q: 3 clusters Score -1553916 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1553966.875000 Penalty: 954.741333
	Iteration 29Q: 3 clusters Score -1553967 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1554017.750000 Penalty: 954.741333
	Iteration 30Q: 3 clusters Score -1554018 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1554092.125000 Penalty: 954.741333
	Iteration 31Q: 3 clusters Score -1554092 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1554169.250000 Penalty: 954.741333
	Iteration 32Q: 3 clusters Score -1554169 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1554225.000000 Penalty: 954.741333
	Iteration 33Q: 3 clusters Score -1554225 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1554268.625000 Penalty: 954.741333
	Iteration 34Q: 3 clusters Score -1554269 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1554307.875000 Penalty: 954.741333
	Iteration 35Q: 3 clusters Score -1554308 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1554345.125000 Penalty: 954.741333
	Iteration 36Q: 3 clusters Score -1554345 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1554404.625000 Penalty: 954.741333
	Iteration 37Q: 3 clusters Score -1554405 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1554441.875000 Penalty: 954.741333
	Iteration 38Q: 3 clusters Score -1554442 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1554480.125000 Penalty: 954.741333
	Iteration 39Q: 3 clusters Score -1554480 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1554521.625000 Penalty: 954.741333
	Iteration 40F: 3 clusters Score -1554522 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1554553.750000 Penalty: 954.741333
	Iteration 41Q: 3 clusters Score -1554554 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1554587.625000 Penalty: 954.741333
	Iteration 42Q: 3 clusters Score -1554588 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1554615.250000 Penalty: 954.741333
	Iteration 43Q: 3 clusters Score -1554615 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1554637.500000 Penalty: 954.741333
	Iteration 44Q: 3 clusters Score -1554638 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1554660.250000 Penalty: 954.741333
	Iteration 45Q: 3 clusters Score -1554660 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1554681.500000 Penalty: 954.741333
	Iteration 46Q: 3 clusters Score -1554682 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1554699.125000 Penalty: 954.741333
	Iteration 47Q: 3 clusters Score -1554699 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1554726.125000 Penalty: 954.741333
	Iteration 48Q: 3 clusters Score -1554726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1554747.500000 Penalty: 954.741333
	Iteration 49Q: 3 clusters Score -1554748 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1554768.625000 Penalty: 954.741333
	Iteration 50Q: 3 clusters Score -1554769 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1554790.375000 Penalty: 954.741333
	Iteration 51Q: 3 clusters Score -1554790 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1554806.375000 Penalty: 954.741333
	Iteration 52Q: 3 clusters Score -1554806 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1554832.125000 Penalty: 954.741333
	Iteration 53Q: 3 clusters Score -1554832 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1554844.125000 Penalty: 954.741333
	Iteration 54Q: 3 clusters Score -1554844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1554849.375000 Penalty: 954.741333
	Iteration 55Q: 3 clusters Score -1554849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1554856.125000 Penalty: 954.741333
	Iteration 56Q: 3 clusters Score -1554856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1554865.125000 Penalty: 954.741333
	Iteration 57Q: 3 clusters Score -1554865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1554868.125000 Penalty: 954.741333
	Iteration 58Q: 3 clusters Score -1554868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1554879.750000 Penalty: 954.741333
	Iteration 59Q: 3 clusters Score -1554880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1554887.750000 Penalty: 954.741333
	Iteration 60F: 3 clusters Score -1554888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1554894.875000 Penalty: 954.741333
	Iteration 61Q: 3 clusters Score -1554895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1554900.625000 Penalty: 954.741333
	Iteration 62Q: 3 clusters Score -1554901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1554903.500000 Penalty: 954.741333
	Iteration 63Q: 3 clusters Score -1554904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1554905.875000 Penalty: 954.741333
	Iteration 64Q: 3 clusters Score -1554906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1554911.500000 Penalty: 954.741333
	Iteration 65Q: 3 clusters Score -1554912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1554915.125000 Penalty: 954.741333
	Iteration 66Q: 3 clusters Score -1554915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1554917.875000 Penalty: 954.741333
	Iteration 67Q: 3 clusters Score -1554918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1554921.500000 Penalty: 954.741333
	Iteration 68Q: 3 clusters Score -1554922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1554922.125000 Penalty: 954.741333
	Iteration 69Q: 3 clusters Score -1554922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1554920.625000 Penalty: 954.741333
	Iteration 70Q: 3 clusters Score -1554921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1554920.625000 Penalty: 954.741333
	Iteration 71F: 3 clusters Score -1554921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Entering Unmasked Estep 
Score: -135812.687500 Penalty: 371.420410
	Iteration 0F: 2 clusters Score -135812.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -133378.578125 Penalty: 742.840820
	Iteration 0F: 3 clusters Score -133378.6 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -134272.906250 Penalty: 742.840820
	Iteration 1F: 3 clusters Score -134272.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -134401.078125 Penalty: 742.840820
	Iteration 2F: 3 clusters Score -134401.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -134514.281250 Penalty: 742.840820
	Iteration 3F: 3 clusters Score -134514.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -134643.890625 Penalty: 742.840820
	Iteration 4F: 3 clusters Score -134643.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -134772.765625 Penalty: 742.840820
	Iteration 5F: 3 clusters Score -134772.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -134884.078125 Penalty: 742.840820
	Iteration 6F: 3 clusters Score -134884.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -134992.656250 Penalty: 742.840820
	Iteration 7F: 3 clusters Score -134992.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -135089.000000 Penalty: 742.840820
	Iteration 8Q: 3 clusters Score -135089 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -135163.250000 Penalty: 742.840820
	Iteration 9Q: 3 clusters Score -135163.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -135232.562500 Penalty: 742.840820
	Iteration 10Q: 3 clusters Score -135232.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -135283.265625 Penalty: 742.840820
	Iteration 11Q: 3 clusters Score -135283.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -135336.203125 Penalty: 742.840820
	Iteration 12Q: 3 clusters Score -135336.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -135370.640625 Penalty: 742.840820
	Iteration 13Q: 3 clusters Score -135370.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -135400.500000 Penalty: 742.840820
	Iteration 14Q: 3 clusters Score -135400.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -135428.359375 Penalty: 742.840820
	Iteration 15Q: 3 clusters Score -135428.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -135453.484375 Penalty: 742.840820
	Iteration 16Q: 3 clusters Score -135453.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -135475.406250 Penalty: 742.840820
	Iteration 17Q: 3 clusters Score -135475.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -135492.687500 Penalty: 742.840820
	Iteration 18Q: 3 clusters Score -135492.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -135504.500000 Penalty: 742.840820
	Iteration 19Q: 3 clusters Score -135504.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -135523.296875 Penalty: 742.840820
	Iteration 20F: 3 clusters Score -135523.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -135551.125000 Penalty: 742.840820
	Iteration 21Q: 3 clusters Score -135551.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -135570.218750 Penalty: 742.840820
	Iteration 22Q: 3 clusters Score -135570.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -135578.234375 Penalty: 742.840820
	Iteration 23Q: 3 clusters Score -135578.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -135581.687500 Penalty: 742.840820
	Iteration 24Q: 3 clusters Score -135581.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -135585.875000 Penalty: 742.840820
	Iteration 25Q: 3 clusters Score -135585.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -135591.031250 Penalty: 742.840820
	Iteration 26Q: 3 clusters Score -135591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -135592.781250 Penalty: 742.840820
	Iteration 27Q: 3 clusters Score -135592.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -135593.812500 Penalty: 742.840820
	Iteration 28Q: 3 clusters Score -135593.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -135594.000000 Penalty: 742.840820
	Iteration 29Q: 3 clusters Score -135594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -135594.234375 Penalty: 742.840820
	Iteration 30Q: 3 clusters Score -135594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -135594.234375 Penalty: 742.840820
	Iteration 31F: 3 clusters Score -135594.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -50539.996094 Penalty: 331.490570
	Iteration 0F: 2 clusters Score -50540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -49450.855469 Penalty: 662.981140
	Iteration 0F: 3 clusters Score -49450.86 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -49888.972656 Penalty: 662.981140
	Iteration 1F: 3 clusters Score -49888.97 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -49987.980469 Penalty: 662.981140
	Iteration 2F: 3 clusters Score -49987.98 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -50044.179688 Penalty: 662.981140
	Iteration 3F: 3 clusters Score -50044.18 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -50079.472656 Penalty: 662.981140
	Iteration 4Q: 3 clusters Score -50079.47 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -50107.632812 Penalty: 662.981140
	Iteration 5Q: 3 clusters Score -50107.63 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -50130.191406 Penalty: 662.981140
	Iteration 6Q: 3 clusters Score -50130.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -50155.351562 Penalty: 662.981140
	Iteration 7Q: 3 clusters Score -50155.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -50174.003906 Penalty: 662.981140
	Iteration 8Q: 3 clusters Score -50174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -50189.621094 Penalty: 662.981140
	Iteration 9Q: 3 clusters Score -50189.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -50202.750000 Penalty: 662.981140
	Iteration 10Q: 3 clusters Score -50202.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -50213.585938 Penalty: 662.981140
	Iteration 11Q: 3 clusters Score -50213.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -50221.539062 Penalty: 662.981140
	Iteration 12Q: 3 clusters Score -50221.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -50228.476562 Penalty: 662.981140
	Iteration 13Q: 3 clusters Score -50228.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -50236.066406 Penalty: 662.981140
	Iteration 14Q: 3 clusters Score -50236.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -50241.250000 Penalty: 662.981140
	Iteration 15Q: 3 clusters Score -50241.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -50244.562500 Penalty: 662.981140
	Iteration 16Q: 3 clusters Score -50244.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -50250.042969 Penalty: 662.981140
	Iteration 17Q: 3 clusters Score -50250.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -50257.503906 Penalty: 662.981140
	Iteration 18Q: 3 clusters Score -50257.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -50261.843750 Penalty: 662.981140
	Iteration 19Q: 3 clusters Score -50261.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -50267.238281 Penalty: 662.981140
	Iteration 20F: 3 clusters Score -50267.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -50270.656250 Penalty: 662.981140
	Iteration 21Q: 3 clusters Score -50270.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -50281.753906 Penalty: 662.981140
	Iteration 22Q: 3 clusters Score -50281.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -50296.679688 Penalty: 662.981140
	Iteration 23Q: 3 clusters Score -50296.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -50309.390625 Penalty: 662.981140
	Iteration 24Q: 3 clusters Score -50309.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -50317.226562 Penalty: 662.981140
	Iteration 25Q: 3 clusters Score -50317.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -50323.214844 Penalty: 662.981140
	Iteration 26Q: 3 clusters Score -50323.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -50328.925781 Penalty: 662.981140
	Iteration 27Q: 3 clusters Score -50328.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -50333.941406 Penalty: 662.981140
	Iteration 28Q: 3 clusters Score -50333.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -50339.394531 Penalty: 662.981140
	Iteration 29Q: 3 clusters Score -50339.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -50341.750000 Penalty: 662.981140
	Iteration 30Q: 3 clusters Score -50341.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -50344.945312 Penalty: 662.981140
	Iteration 31Q: 3 clusters Score -50344.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -50348.375000 Penalty: 662.981140
	Iteration 32Q: 3 clusters Score -50348.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -50351.847656 Penalty: 662.981140
	Iteration 33Q: 3 clusters Score -50351.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -50355.414062 Penalty: 662.981140
	Iteration 34Q: 3 clusters Score -50355.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -50363.074219 Penalty: 662.981140
	Iteration 35Q: 3 clusters Score -50363.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -50367.394531 Penalty: 662.981140
	Iteration 36Q: 3 clusters Score -50367.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -50370.406250 Penalty: 662.981140
	Iteration 37Q: 3 clusters Score -50370.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -50372.925781 Penalty: 662.981140
	Iteration 38Q: 3 clusters Score -50372.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -50375.140625 Penalty: 662.981140
	Iteration 39Q: 3 clusters Score -50375.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -50377.027344 Penalty: 662.981140
	Iteration 40F: 3 clusters Score -50377.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -50379.531250 Penalty: 662.981140
	Iteration 41Q: 3 clusters Score -50379.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -50382.894531 Penalty: 662.981140
	Iteration 42Q: 3 clusters Score -50382.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -50384.195312 Penalty: 662.981140
	Iteration 43Q: 3 clusters Score -50384.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -50384.714844 Penalty: 662.981140
	Iteration 44Q: 3 clusters Score -50384.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -50386.738281 Penalty: 662.981140
	Iteration 45Q: 3 clusters Score -50386.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -50389.968750 Penalty: 662.981140
	Iteration 46Q: 3 clusters Score -50389.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -50396.152344 Penalty: 662.981140
	Iteration 47Q: 3 clusters Score -50396.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -50400.597656 Penalty: 662.981140
	Iteration 48Q: 3 clusters Score -50400.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -50407.992188 Penalty: 662.981140
	Iteration 49Q: 3 clusters Score -50407.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -50426.289062 Penalty: 662.981140
	Iteration 50Q: 3 clusters Score -50426.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -50447.996094 Penalty: 662.981140
	Iteration 51Q: 3 clusters Score -50448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -50465.648438 Penalty: 662.981140
	Iteration 52Q: 3 clusters Score -50465.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -50479.296875 Penalty: 662.981140
	Iteration 53Q: 3 clusters Score -50479.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -50491.765625 Penalty: 662.981140
	Iteration 54Q: 3 clusters Score -50491.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -50505.246094 Penalty: 662.981140
	Iteration 55Q: 3 clusters Score -50505.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -50511.636719 Penalty: 662.981140
	Iteration 56Q: 3 clusters Score -50511.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -50515.187500 Penalty: 662.981140
	Iteration 57Q: 3 clusters Score -50515.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -50517.839844 Penalty: 662.981140
	Iteration 58Q: 3 clusters Score -50517.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -50521.070312 Penalty: 662.981140
	Iteration 59Q: 3 clusters Score -50521.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -50522.570312 Penalty: 662.981140
	Iteration 60F: 3 clusters Score -50522.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -50523.023438 Penalty: 662.981140
	Iteration 61Q: 3 clusters Score -50523.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -50523.675781 Penalty: 662.981140
	Iteration 62Q: 3 clusters Score -50523.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -50524.316406 Penalty: 662.981140
	Iteration 63Q: 3 clusters Score -50524.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -50524.488281 Penalty: 662.981140
	Iteration 64Q: 3 clusters Score -50524.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -50524.488281 Penalty: 662.981140
	Iteration 65F: 3 clusters Score -50524.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -34542.519531 Penalty: 314.710541
	Iteration 0F: 2 clusters Score -34542.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -33730.785156 Penalty: 629.421082
	Iteration 0F: 3 clusters Score -33730.79 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -33996.382812 Penalty: 629.421082
	Iteration 1F: 3 clusters Score -33996.38 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -34079.671875 Penalty: 629.421082
	Iteration 2F: 3 clusters Score -34079.67 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -34165.042969 Penalty: 629.421082
	Iteration 3F: 3 clusters Score -34165.04 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -34286.375000 Penalty: 629.421082
	Iteration 4F: 3 clusters Score -34286.38 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -34398.402344 Penalty: 629.421082
	Iteration 5F: 3 clusters Score -34398.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -34465.933594 Penalty: 629.421082
	Iteration 6F: 3 clusters Score -34465.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -34505.347656 Penalty: 629.421082
	Iteration 7Q: 3 clusters Score -34505.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -34519.960938 Penalty: 629.421082
	Iteration 8Q: 3 clusters Score -34519.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -34533.289062 Penalty: 629.421082
	Iteration 9Q: 3 clusters Score -34533.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -34540.035156 Penalty: 629.421082
	Iteration 10Q: 3 clusters Score -34540.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -34544.480469 Penalty: 629.421082
	Iteration 11Q: 3 clusters Score -34544.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -34551.343750 Penalty: 629.421082
	Iteration 12Q: 3 clusters Score -34551.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -34560.281250 Penalty: 629.421082
	Iteration 13Q: 3 clusters Score -34560.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -34568.769531 Penalty: 629.421082
	Iteration 14Q: 3 clusters Score -34568.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -34572.250000 Penalty: 629.421082
	Iteration 15Q: 3 clusters Score -34572.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -34576.316406 Penalty: 629.421082
	Iteration 16Q: 3 clusters Score -34576.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -34581.339844 Penalty: 629.421082
	Iteration 17Q: 3 clusters Score -34581.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -34585.953125 Penalty: 629.421082
	Iteration 18Q: 3 clusters Score -34585.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -34592.453125 Penalty: 629.421082
	Iteration 19Q: 3 clusters Score -34592.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -34599.480469 Penalty: 629.421082
	Iteration 20F: 3 clusters Score -34599.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -34605.242188 Penalty: 629.421082
	Iteration 21Q: 3 clusters Score -34605.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -34611.433594 Penalty: 629.421082
	Iteration 22Q: 3 clusters Score -34611.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -34619.828125 Penalty: 629.421082
	Iteration 23Q: 3 clusters Score -34619.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -34622.402344 Penalty: 629.421082
	Iteration 24Q: 3 clusters Score -34622.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -34623.570312 Penalty: 629.421082
	Iteration 25Q: 3 clusters Score -34623.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -34624.851562 Penalty: 629.421082
	Iteration 26Q: 3 clusters Score -34624.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -34625.683594 Penalty: 629.421082
	Iteration 27Q: 3 clusters Score -34625.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -34626.050781 Penalty: 629.421082
	Iteration 28Q: 3 clusters Score -34626.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -34627.031250 Penalty: 629.421082
	Iteration 29Q: 3 clusters Score -34627.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -34629.750000 Penalty: 629.421082
	Iteration 30Q: 3 clusters Score -34629.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -34631.722656 Penalty: 629.421082
	Iteration 31Q: 3 clusters Score -34631.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -34633.707031 Penalty: 629.421082
	Iteration 32Q: 3 clusters Score -34633.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -34633.921875 Penalty: 629.421082
	Iteration 33Q: 3 clusters Score -34633.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -34633.921875 Penalty: 629.421082
	Iteration 34F: 3 clusters Score -34633.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159500 members 
Mstep: Class 5 contains 13145 members 
Mstep: Class 6 contains 2638 members 
Mstep: Class 7 contains 5959 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26509 members 
Mstep: Class 13 contains 2063 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 301013 members 
Mstep: Class 16 contains 60012 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17477 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1476 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36014 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 394 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26300 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Mstep: Class 41 contains 615 members 
Entering Unmasked Estep 
Score: -28349976.000000 Penalty: 25185.738281
Splitting cluster 33 changes total score from -28350150.000000 to -28349976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -45280.773438 Penalty: 324.236969
	Iteration 0F: 2 clusters Score -45280.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -44301.500000 Penalty: 648.473938
	Iteration 0F: 3 clusters Score -44301.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -44622.566406 Penalty: 648.473938
	Iteration 1F: 3 clusters Score -44622.57 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -44667.265625 Penalty: 648.473938
	Iteration 2F: 3 clusters Score -44667.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -44690.972656 Penalty: 648.473938
	Iteration 3Q: 3 clusters Score -44690.97 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -44713.933594 Penalty: 648.473938
	Iteration 4Q: 3 clusters Score -44713.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -44735.914062 Penalty: 648.473938
	Iteration 5Q: 3 clusters Score -44735.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -44760.296875 Penalty: 648.473938
	Iteration 6Q: 3 clusters Score -44760.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -44794.218750 Penalty: 648.473938
	Iteration 7Q: 3 clusters Score -44794.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -44828.632812 Penalty: 648.473938
	Iteration 8Q: 3 clusters Score -44828.63 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -44857.332031 Penalty: 648.473938
	Iteration 9Q: 3 clusters Score -44857.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -44879.382812 Penalty: 648.473938
	Iteration 10Q: 3 clusters Score -44879.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -44897.082031 Penalty: 648.473938
	Iteration 11Q: 3 clusters Score -44897.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -44915.691406 Penalty: 648.473938
	Iteration 12Q: 3 clusters Score -44915.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -44932.726562 Penalty: 648.473938
	Iteration 13Q: 3 clusters Score -44932.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -44957.792969 Penalty: 648.473938
	Iteration 14Q: 3 clusters Score -44957.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -44984.164062 Penalty: 648.473938
	Iteration 15Q: 3 clusters Score -44984.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -45019.753906 Penalty: 648.473938
	Iteration 16Q: 3 clusters Score -45019.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -45044.925781 Penalty: 648.473938
	Iteration 17Q: 3 clusters Score -45044.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -45056.039062 Penalty: 648.473938
	Iteration 18Q: 3 clusters Score -45056.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -45062.921875 Penalty: 648.473938
	Iteration 19Q: 3 clusters Score -45062.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -45069.601562 Penalty: 648.473938
	Iteration 20F: 3 clusters Score -45069.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -45074.906250 Penalty: 648.473938
	Iteration 21Q: 3 clusters Score -45074.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -45079.613281 Penalty: 648.473938
	Iteration 22Q: 3 clusters Score -45079.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -45081.371094 Penalty: 648.473938
	Iteration 23Q: 3 clusters Score -45081.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -45082.042969 Penalty: 648.473938
	Iteration 24Q: 3 clusters Score -45082.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -45082.285156 Penalty: 648.473938
	Iteration 25Q: 3 clusters Score -45082.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -45082.558594 Penalty: 648.473938
	Iteration 26Q: 3 clusters Score -45082.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -45082.558594 Penalty: 648.473938
	Iteration 27F: 3 clusters Score -45082.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -36306.480469 Penalty: 314.800629
	Iteration 0F: 2 clusters Score -36306.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -35505.761719 Penalty: 629.601257
	Iteration 0F: 3 clusters Score -35505.76 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -35744.078125 Penalty: 629.601257
	Iteration 1F: 3 clusters Score -35744.08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -35792.457031 Penalty: 629.601257
	Iteration 2F: 3 clusters Score -35792.46 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -35842.832031 Penalty: 629.601257
	Iteration 3F: 3 clusters Score -35842.83 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -35886.828125 Penalty: 629.601257
	Iteration 4F: 3 clusters Score -35886.83 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35920.562500 Penalty: 629.601257
	Iteration 5Q: 3 clusters Score -35920.56 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -35940.042969 Penalty: 629.601257
	Iteration 6Q: 3 clusters Score -35940.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -35951.414062 Penalty: 629.601257
	Iteration 7Q: 3 clusters Score -35951.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35970.406250 Penalty: 629.601257
	Iteration 8Q: 3 clusters Score -35970.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -35984.429688 Penalty: 629.601257
	Iteration 9Q: 3 clusters Score -35984.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35998.582031 Penalty: 629.601257
	Iteration 10Q: 3 clusters Score -35998.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36014.945312 Penalty: 629.601257
	Iteration 11Q: 3 clusters Score -36014.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36024.464844 Penalty: 629.601257
	Iteration 12Q: 3 clusters Score -36024.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36029.691406 Penalty: 629.601257
	Iteration 13Q: 3 clusters Score -36029.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36037.929688 Penalty: 629.601257
	Iteration 14Q: 3 clusters Score -36037.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36040.027344 Penalty: 629.601257
	Iteration 15Q: 3 clusters Score -36040.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36042.082031 Penalty: 629.601257
	Iteration 16Q: 3 clusters Score -36042.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36042.808594 Penalty: 629.601257
	Iteration 17Q: 3 clusters Score -36042.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -36043.679688 Penalty: 629.601257
	Iteration 18Q: 3 clusters Score -36043.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36046.914062 Penalty: 629.601257
	Iteration 19Q: 3 clusters Score -36046.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36050.691406 Penalty: 629.601257
	Iteration 20F: 3 clusters Score -36050.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36055.605469 Penalty: 629.601257
	Iteration 21Q: 3 clusters Score -36055.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36060.824219 Penalty: 629.601257
	Iteration 22Q: 3 clusters Score -36060.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36061.531250 Penalty: 629.601257
	Iteration 23Q: 3 clusters Score -36061.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36061.578125 Penalty: 629.601257
	Iteration 24Q: 3 clusters Score -36061.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36062.003906 Penalty: 629.601257
	Iteration 25Q: 3 clusters Score -36062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36062.273438 Penalty: 629.601257
	Iteration 26Q: 3 clusters Score -36062.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36063.265625 Penalty: 629.601257
	Iteration 27Q: 3 clusters Score -36063.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36064.382812 Penalty: 629.601257
	Iteration 28Q: 3 clusters Score -36064.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36065.710938 Penalty: 629.601257
	Iteration 29Q: 3 clusters Score -36065.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36069.003906 Penalty: 629.601257
	Iteration 30Q: 3 clusters Score -36069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36072.015625 Penalty: 629.601257
	Iteration 31Q: 3 clusters Score -36072.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36075.582031 Penalty: 629.601257
	Iteration 32Q: 3 clusters Score -36075.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36076.730469 Penalty: 629.601257
	Iteration 33Q: 3 clusters Score -36076.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36077.875000 Penalty: 629.601257
	Iteration 34Q: 3 clusters Score -36077.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36079.910156 Penalty: 629.601257
	Iteration 35Q: 3 clusters Score -36079.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36081.464844 Penalty: 629.601257
	Iteration 36Q: 3 clusters Score -36081.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36082.234375 Penalty: 629.601257
	Iteration 37Q: 3 clusters Score -36082.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36084.093750 Penalty: 629.601257
	Iteration 38Q: 3 clusters Score -36084.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36085.757812 Penalty: 629.601257
	Iteration 39Q: 3 clusters Score -36085.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36086.082031 Penalty: 629.601257
	Iteration 40F: 3 clusters Score -36086.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -24016.964844 Penalty: 292.698761
	Iteration 0F: 2 clusters Score -24016.96 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 312 members 
Entering Unmasked Estep 
Score: -23424.361328 Penalty: 585.397522
	Iteration 0F: 3 clusters Score -23424.36 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -23579.320312 Penalty: 585.397522
	Iteration 1F: 3 clusters Score -23579.32 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -23629.308594 Penalty: 585.397522
	Iteration 2F: 3 clusters Score -23629.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -23660.212891 Penalty: 585.397522
	Iteration 3F: 3 clusters Score -23660.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -23678.302734 Penalty: 585.397522
	Iteration 4Q: 3 clusters Score -23678.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23693.181641 Penalty: 585.397522
	Iteration 5Q: 3 clusters Score -23693.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23708.130859 Penalty: 585.397522
	Iteration 6Q: 3 clusters Score -23708.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23714.431641 Penalty: 585.397522
	Iteration 7Q: 3 clusters Score -23714.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23717.570312 Penalty: 585.397522
	Iteration 8Q: 3 clusters Score -23717.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23720.025391 Penalty: 585.397522
	Iteration 9Q: 3 clusters Score -23720.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23722.632812 Penalty: 585.397522
	Iteration 10Q: 3 clusters Score -23722.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -23725.125000 Penalty: 585.397522
	Iteration 11Q: 3 clusters Score -23725.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -23726.986328 Penalty: 585.397522
	Iteration 12Q: 3 clusters Score -23726.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23729.388672 Penalty: 585.397522
	Iteration 13Q: 3 clusters Score -23729.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23730.669922 Penalty: 585.397522
	Iteration 14Q: 3 clusters Score -23730.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23730.669922 Penalty: 585.397522
	Iteration 15F: 3 clusters Score -23730.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -158206.515625 Penalty: 377.151184
	Iteration 0F: 2 clusters Score -158206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -155491.468750 Penalty: 754.302368
	Iteration 0F: 3 clusters Score -155491.5 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -156557.234375 Penalty: 754.302368
	Iteration 1F: 3 clusters Score -156557.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -156786.375000 Penalty: 754.302368
	Iteration 2F: 3 clusters Score -156786.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -156988.281250 Penalty: 754.302368
	Iteration 3F: 3 clusters Score -156988.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -157141.593750 Penalty: 754.302368
	Iteration 4F: 3 clusters Score -157141.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -157278.281250 Penalty: 754.302368
	Iteration 5F: 3 clusters Score -157278.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -157369.343750 Penalty: 754.302368
	Iteration 6Q: 3 clusters Score -157369.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -157457.296875 Penalty: 754.302368
	Iteration 7Q: 3 clusters Score -157457.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -157559.734375 Penalty: 754.302368
	Iteration 8Q: 3 clusters Score -157559.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -157651.718750 Penalty: 754.302368
	Iteration 9Q: 3 clusters Score -157651.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -157716.531250 Penalty: 754.302368
	Iteration 10Q: 3 clusters Score -157716.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -157743.359375 Penalty: 754.302368
	Iteration 11Q: 3 clusters Score -157743.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -157768.875000 Penalty: 754.302368
	Iteration 12Q: 3 clusters Score -157768.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -157798.218750 Penalty: 754.302368
	Iteration 13Q: 3 clusters Score -157798.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -157818.093750 Penalty: 754.302368
	Iteration 14Q: 3 clusters Score -157818.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -157826.265625 Penalty: 754.302368
	Iteration 15Q: 3 clusters Score -157826.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -157832.156250 Penalty: 754.302368
	Iteration 16Q: 3 clusters Score -157832.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -157835.312500 Penalty: 754.302368
	Iteration 17Q: 3 clusters Score -157835.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -157836.843750 Penalty: 754.302368
	Iteration 18Q: 3 clusters Score -157836.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -157841.359375 Penalty: 754.302368
	Iteration 19Q: 3 clusters Score -157841.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -157844.875000 Penalty: 754.302368
	Iteration 20F: 3 clusters Score -157844.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -157847.234375 Penalty: 754.302368
	Iteration 21Q: 3 clusters Score -157847.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -157851.984375 Penalty: 754.302368
	Iteration 22Q: 3 clusters Score -157852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -157854.703125 Penalty: 754.302368
	Iteration 23Q: 3 clusters Score -157854.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -157856.218750 Penalty: 754.302368
	Iteration 24Q: 3 clusters Score -157856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -157860.359375 Penalty: 754.302368
	Iteration 25Q: 3 clusters Score -157860.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -157864.781250 Penalty: 754.302368
	Iteration 26Q: 3 clusters Score -157864.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -157867.546875 Penalty: 754.302368
	Iteration 27Q: 3 clusters Score -157867.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -157869.765625 Penalty: 754.302368
	Iteration 28Q: 3 clusters Score -157869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -157870.421875 Penalty: 754.302368
	Iteration 29Q: 3 clusters Score -157870.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -157871.421875 Penalty: 754.302368
	Iteration 30Q: 3 clusters Score -157871.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -157873.828125 Penalty: 754.302368
	Iteration 31Q: 3 clusters Score -157873.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -157874.812500 Penalty: 754.302368
	Iteration 32Q: 3 clusters Score -157874.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -157876.625000 Penalty: 754.302368
	Iteration 33Q: 3 clusters Score -157876.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -157877.953125 Penalty: 754.302368
	Iteration 34Q: 3 clusters Score -157878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -157879.828125 Penalty: 754.302368
	Iteration 35Q: 3 clusters Score -157879.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -157880.765625 Penalty: 754.302368
	Iteration 36Q: 3 clusters Score -157880.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -157881.000000 Penalty: 754.302368
	Iteration 37Q: 3 clusters Score -157881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -157881.000000 Penalty: 754.302368
	Iteration 38F: 3 clusters Score -157881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Entering Unmasked Estep 
Score: -1006053.062500 Penalty: 463.068268
	Iteration 0F: 2 clusters Score -1006053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -988443.625000 Penalty: 926.136536
	Iteration 0F: 3 clusters Score -988443.6 nChanged 12593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -996086.375000 Penalty: 926.136536
	Iteration 1F: 3 clusters Score -996086.4 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -996923.875000 Penalty: 926.136536
	Iteration 2F: 3 clusters Score -996923.9 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -997970.687500 Penalty: 926.136536
	Iteration 3F: 3 clusters Score -997970.7 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -999188.500000 Penalty: 926.136536
	Iteration 4F: 3 clusters Score -999188.5 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1000520.500000 Penalty: 926.136536
	Iteration 5F: 3 clusters Score -1000520 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1001871.125000 Penalty: 926.136536
	Iteration 6F: 3 clusters Score -1001871 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1003135.437500 Penalty: 926.136536
	Iteration 7F: 3 clusters Score -1003135 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1004185.125000 Penalty: 926.136536
	Iteration 8Q: 3 clusters Score -1004185 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1004920.812500 Penalty: 926.136536
	Iteration 9Q: 3 clusters Score -1004921 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1005354.250000 Penalty: 926.136536
	Iteration 10Q: 3 clusters Score -1005354 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1005574.375000 Penalty: 926.136536
	Iteration 11Q: 3 clusters Score -1005574 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1005688.125000 Penalty: 926.136536
	Iteration 12Q: 3 clusters Score -1005688 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1005738.812500 Penalty: 926.136536
	Iteration 13Q: 3 clusters Score -1005739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1005761.250000 Penalty: 926.136536
	Iteration 14Q: 3 clusters Score -1005761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1005798.437500 Penalty: 926.136536
	Iteration 15Q: 3 clusters Score -1005798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1005842.500000 Penalty: 926.136536
	Iteration 16Q: 3 clusters Score -1005842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1005889.062500 Penalty: 926.136536
	Iteration 17Q: 3 clusters Score -1005889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1005902.875000 Penalty: 926.136536
	Iteration 18Q: 3 clusters Score -1005903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1005906.500000 Penalty: 926.136536
	Iteration 19Q: 3 clusters Score -1005906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1005913.250000 Penalty: 926.136536
	Iteration 20F: 3 clusters Score -1005913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1005919.750000 Penalty: 926.136536
	Iteration 21Q: 3 clusters Score -1005920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1005920.187500 Penalty: 926.136536
	Iteration 22Q: 3 clusters Score -1005920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1005921.062500 Penalty: 926.136536
	Iteration 23Q: 3 clusters Score -1005921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1005920.750000 Penalty: 926.136536
	Iteration 24Q: 3 clusters Score -1005921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1005920.750000 Penalty: 926.136536
	Iteration 25F: 3 clusters Score -1005921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -5126.099121 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -5126.099 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 96 members 
Entering Unmasked Estep 
Score: -4879.936035 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -4879.936 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -4965.791504 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -4965.792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4989.461914 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -4989.462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5000.422852 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -5000.423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5008.787109 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -5008.787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5017.321777 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -5017.322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5018.806641 Penalty: 474.063232
	Iteration 6Q: 3 clusters Score -5018.807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5018.806641 Penalty: 474.063232
	Iteration 7F: 3 clusters Score -5018.807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Entering Unmasked Estep 
Score: -106355.875000 Penalty: 358.610962
	Iteration 0F: 2 clusters Score -106355.9 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 1283 members 
Entering Unmasked Estep 
Score: -104507.804688 Penalty: 717.221924
	Iteration 0F: 3 clusters Score -104507.8 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -105163.195312 Penalty: 717.221924
	Iteration 1F: 3 clusters Score -105163.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -105250.578125 Penalty: 717.221924
	Iteration 2F: 3 clusters Score -105250.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -105325.078125 Penalty: 717.221924
	Iteration 3F: 3 clusters Score -105325.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -105393.265625 Penalty: 717.221924
	Iteration 4F: 3 clusters Score -105393.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -105464.953125 Penalty: 717.221924
	Iteration 5Q: 3 clusters Score -105465 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -105544.250000 Penalty: 717.221924
	Iteration 6Q: 3 clusters Score -105544.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -105643.492188 Penalty: 717.221924
	Iteration 7F: 3 clusters Score -105643.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -105764.781250 Penalty: 717.221924
	Iteration 8F: 3 clusters Score -105764.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105845.921875 Penalty: 717.221924
	Iteration 9Q: 3 clusters Score -105845.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -105911.187500 Penalty: 717.221924
	Iteration 10Q: 3 clusters Score -105911.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -105960.070312 Penalty: 717.221924
	Iteration 11Q: 3 clusters Score -105960.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -105995.171875 Penalty: 717.221924
	Iteration 12Q: 3 clusters Score -105995.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -106013.726562 Penalty: 717.221924
	Iteration 13Q: 3 clusters Score -106013.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -106024.335938 Penalty: 717.221924
	Iteration 14Q: 3 clusters Score -106024.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -106031.007812 Penalty: 717.221924
	Iteration 15Q: 3 clusters Score -106031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -106039.000000 Penalty: 717.221924
	Iteration 16Q: 3 clusters Score -106039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -106043.281250 Penalty: 717.221924
	Iteration 17Q: 3 clusters Score -106043.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -106048.406250 Penalty: 717.221924
	Iteration 18Q: 3 clusters Score -106048.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -106052.375000 Penalty: 717.221924
	Iteration 19Q: 3 clusters Score -106052.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -106056.148438 Penalty: 717.221924
	Iteration 20F: 3 clusters Score -106056.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -106059.296875 Penalty: 717.221924
	Iteration 21Q: 3 clusters Score -106059.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -106061.953125 Penalty: 717.221924
	Iteration 22Q: 3 clusters Score -106062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -106064.031250 Penalty: 717.221924
	Iteration 23Q: 3 clusters Score -106064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -106068.945312 Penalty: 717.221924
	Iteration 24Q: 3 clusters Score -106068.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -106074.187500 Penalty: 717.221924
	Iteration 25Q: 3 clusters Score -106074.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -106079.570312 Penalty: 717.221924
	Iteration 26Q: 3 clusters Score -106079.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -106079.906250 Penalty: 717.221924
	Iteration 27Q: 3 clusters Score -106079.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -106079.906250 Penalty: 717.221924
	Iteration 28F: 3 clusters Score -106079.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159500 members 
Mstep: Class 5 contains 13145 members 
Mstep: Class 6 contains 2638 members 
Mstep: Class 7 contains 5959 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26509 members 
Mstep: Class 13 contains 2063 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 301013 members 
Mstep: Class 16 contains 60012 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17477 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1476 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36014 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26300 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350154.000000 Penalty: 24571.453125
Iteration 199Q: 41 clusters Score -2.835015e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159495 members 
Mstep: Class 5 contains 13145 members 
Mstep: Class 6 contains 2638 members 
Mstep: Class 7 contains 5956 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26510 members 
Mstep: Class 13 contains 2061 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 301013 members 
Mstep: Class 16 contains 60014 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17485 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 892 members 
Mstep: Class 26 contains 1472 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36017 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26302 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350156.000000 Penalty: 24571.453125
Iteration 200F: 41 clusters Score -2.835016e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159492 members 
Mstep: Class 5 contains 13144 members 
Mstep: Class 6 contains 2638 members 
Mstep: Class 7 contains 5949 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26510 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301013 members 
Mstep: Class 16 contains 60016 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17494 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 892 members 
Mstep: Class 26 contains 1471 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36018 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350154.000000 Penalty: 24571.453125
Iteration 201Q: 41 clusters Score -2.835015e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159486 members 
Mstep: Class 5 contains 13143 members 
Mstep: Class 6 contains 2638 members 
Mstep: Class 7 contains 5940 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 26510 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301014 members 
Mstep: Class 16 contains 60021 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17503 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 892 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36020 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350154.000000 Penalty: 24571.453125
Iteration 202Q: 41 clusters Score -2.835015e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159484 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 2639 members 
Mstep: Class 7 contains 5934 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26509 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301017 members 
Mstep: Class 16 contains 60025 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17507 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 892 members 
Mstep: Class 26 contains 1465 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36020 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350178.000000 Penalty: 24571.453125
Iteration 203Q: 41 clusters Score -2.835018e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159485 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 2643 members 
Mstep: Class 7 contains 5927 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26508 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301017 members 
Mstep: Class 16 contains 60025 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17513 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 892 members 
Mstep: Class 26 contains 1461 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36020 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350178.000000 Penalty: 24571.453125
Iteration 204Q: 41 clusters Score -2.835018e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159484 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 2644 members 
Mstep: Class 7 contains 5926 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26507 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301023 members 
Mstep: Class 16 contains 60025 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17510 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 892 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36020 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350170.000000 Penalty: 24571.453125
Iteration 205Q: 41 clusters Score -2.835017e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159484 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 2642 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26507 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301027 members 
Mstep: Class 16 contains 60030 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17509 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36020 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350174.000000 Penalty: 24571.453125
Iteration 206Q: 41 clusters Score -2.835017e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159482 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2640 members 
Mstep: Class 7 contains 5921 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26507 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301034 members 
Mstep: Class 16 contains 60034 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17504 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36020 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350168.000000 Penalty: 24571.453125
Iteration 207Q: 41 clusters Score -2.835017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159481 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2635 members 
Mstep: Class 7 contains 5920 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26506 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301035 members 
Mstep: Class 16 contains 60036 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17509 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36020 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350168.000000 Penalty: 24571.453125
Iteration 208Q: 41 clusters Score -2.835017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159482 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 5919 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26506 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301035 members 
Mstep: Class 16 contains 60036 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17512 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36020 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350168.000000 Penalty: 24571.453125
Iteration 209Q: 41 clusters Score -2.835017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159483 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 5918 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26506 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301036 members 
Mstep: Class 16 contains 60036 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17516 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36020 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350178.000000 Penalty: 24571.453125
Iteration 210Q: 41 clusters Score -2.835018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159482 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2619 members 
Mstep: Class 7 contains 5917 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26505 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301039 members 
Mstep: Class 16 contains 60039 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17521 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36020 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350170.000000 Penalty: 24571.453125
Iteration 211Q: 41 clusters Score -2.835017e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159480 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 5914 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26504 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301042 members 
Mstep: Class 16 contains 60043 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17524 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1988 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36020 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350180.000000 Penalty: 24571.453125
Iteration 212Q: 41 clusters Score -2.835018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159480 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2610 members 
Mstep: Class 7 contains 5912 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26504 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301047 members 
Mstep: Class 16 contains 60044 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17524 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1458 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36020 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350186.000000 Penalty: 24571.453125
Iteration 213Q: 41 clusters Score -2.835019e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159481 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 5912 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26503 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301053 members 
Mstep: Class 16 contains 60046 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17521 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1457 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36020 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350190.000000 Penalty: 24571.453125
Iteration 214Q: 41 clusters Score -2.835019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159478 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 5913 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26501 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301055 members 
Mstep: Class 16 contains 60048 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17525 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1457 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36020 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350186.000000 Penalty: 24571.453125
Iteration 215Q: 41 clusters Score -2.835019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159479 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2598 members 
Mstep: Class 7 contains 5914 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301059 members 
Mstep: Class 16 contains 60048 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17526 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1456 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36020 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350170.000000 Penalty: 24571.453125
Iteration 216Q: 41 clusters Score -2.835017e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159484 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 5914 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301062 members 
Mstep: Class 16 contains 60048 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17524 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1456 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36020 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350176.000000 Penalty: 24571.453125
Iteration 217Q: 41 clusters Score -2.835018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159481 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 5914 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301069 members 
Mstep: Class 16 contains 60049 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17521 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1455 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36020 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350194.000000 Penalty: 24571.453125
Iteration 218Q: 41 clusters Score -2.835019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159479 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 5914 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301072 members 
Mstep: Class 16 contains 60049 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17521 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36020 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350184.000000 Penalty: 24571.453125
Iteration 219Q: 41 clusters Score -2.835018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159478 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2588 members 
Mstep: Class 7 contains 5914 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301074 members 
Mstep: Class 16 contains 60049 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17523 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36020 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350190.000000 Penalty: 24571.453125
Iteration 220F: 41 clusters Score -2.835019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159477 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 5913 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301077 members 
Mstep: Class 16 contains 60049 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17531 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350182.000000 Penalty: 24571.453125
Iteration 221Q: 41 clusters Score -2.835018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159478 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2576 members 
Mstep: Class 7 contains 5911 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301080 members 
Mstep: Class 16 contains 60049 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17533 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350206.000000 Penalty: 24571.453125
Iteration 222Q: 41 clusters Score -2.835021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159479 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 5911 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301081 members 
Mstep: Class 16 contains 60048 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17533 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350218.000000 Penalty: 24571.453125
Iteration 223Q: 41 clusters Score -2.835022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159480 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 5911 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301081 members 
Mstep: Class 16 contains 60048 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17535 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350222.000000 Penalty: 24571.453125
Iteration 224Q: 41 clusters Score -2.835022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159481 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 5911 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301081 members 
Mstep: Class 16 contains 60048 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17540 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350206.000000 Penalty: 24571.453125
Iteration 225Q: 41 clusters Score -2.835021e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159481 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2554 members 
Mstep: Class 7 contains 5910 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301079 members 
Mstep: Class 16 contains 60048 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17553 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350188.000000 Penalty: 24571.453125
Iteration 226Q: 41 clusters Score -2.835019e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159482 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 5909 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301081 members 
Mstep: Class 16 contains 60047 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17561 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350194.000000 Penalty: 24571.453125
Iteration 227Q: 41 clusters Score -2.835019e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159484 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2544 members 
Mstep: Class 7 contains 5906 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301081 members 
Mstep: Class 16 contains 60045 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17566 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1453 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350192.000000 Penalty: 24571.453125
Iteration 228Q: 41 clusters Score -2.835019e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159484 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2542 members 
Mstep: Class 7 contains 5902 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301083 members 
Mstep: Class 16 contains 60045 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17570 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1453 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350184.000000 Penalty: 24571.453125
Iteration 229Q: 41 clusters Score -2.835018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159482 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2539 members 
Mstep: Class 7 contains 5899 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301083 members 
Mstep: Class 16 contains 60046 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17576 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350196.000000 Penalty: 24571.453125
Iteration 230Q: 41 clusters Score -2.83502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159481 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 5896 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301085 members 
Mstep: Class 16 contains 60048 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17578 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350196.000000 Penalty: 24571.453125
Iteration 231Q: 41 clusters Score -2.83502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159478 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 5889 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26501 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301086 members 
Mstep: Class 16 contains 60052 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17584 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350206.000000 Penalty: 24571.453125
Iteration 232Q: 41 clusters Score -2.835021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159474 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2534 members 
Mstep: Class 7 contains 5882 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26503 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301089 members 
Mstep: Class 16 contains 60055 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17587 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350230.000000 Penalty: 24571.453125
Iteration 233Q: 41 clusters Score -2.835023e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159471 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2533 members 
Mstep: Class 7 contains 5878 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26504 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301090 members 
Mstep: Class 16 contains 60057 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17590 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350220.000000 Penalty: 24571.453125
Iteration 234Q: 41 clusters Score -2.835022e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159469 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2532 members 
Mstep: Class 7 contains 5870 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26504 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301091 members 
Mstep: Class 16 contains 60058 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17596 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1455 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350216.000000 Penalty: 24571.453125
Iteration 235Q: 41 clusters Score -2.835022e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159467 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2531 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26503 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301091 members 
Mstep: Class 16 contains 60063 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17599 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1455 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350220.000000 Penalty: 24571.453125
Iteration 236Q: 41 clusters Score -2.835022e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159466 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 5854 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26502 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301092 members 
Mstep: Class 16 contains 60067 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17606 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1455 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350238.000000 Penalty: 24571.453125
Iteration 237Q: 41 clusters Score -2.835024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159466 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 5846 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26503 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301092 members 
Mstep: Class 16 contains 60073 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17613 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1452 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350228.000000 Penalty: 24571.453125
Iteration 238Q: 41 clusters Score -2.835023e+07 nChanged 17
Entering ConstructFrom: 
Score: -28350228.000000 Penalty: 24571.453125
Entering ConstructFrom: 
Trying to split cluster 1 (3090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Entering Unmasked Estep 
Score: -118489.710938 Penalty: 365.634674
	Iteration 0F: 2 clusters Score -118489.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -116356.625000 Penalty: 731.269348
	Iteration 0F: 3 clusters Score -116356.6 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -117203.460938 Penalty: 731.269348
	Iteration 1F: 3 clusters Score -117203.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -117367.757812 Penalty: 731.269348
	Iteration 2F: 3 clusters Score -117367.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -117497.171875 Penalty: 731.269348
	Iteration 3F: 3 clusters Score -117497.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -117595.757812 Penalty: 731.269348
	Iteration 4Q: 3 clusters Score -117595.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -117677.179688 Penalty: 731.269348
	Iteration 5Q: 3 clusters Score -117677.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -117748.773438 Penalty: 731.269348
	Iteration 6Q: 3 clusters Score -117748.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -117822.601562 Penalty: 731.269348
	Iteration 7Q: 3 clusters Score -117822.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -117908.976562 Penalty: 731.269348
	Iteration 8Q: 3 clusters Score -117909 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -117977.218750 Penalty: 731.269348
	Iteration 9Q: 3 clusters Score -117977.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -118036.765625 Penalty: 731.269348
	Iteration 10Q: 3 clusters Score -118036.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -118081.312500 Penalty: 731.269348
	Iteration 11Q: 3 clusters Score -118081.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -118114.453125 Penalty: 731.269348
	Iteration 12Q: 3 clusters Score -118114.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -118135.687500 Penalty: 731.269348
	Iteration 13Q: 3 clusters Score -118135.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -118146.242188 Penalty: 731.269348
	Iteration 14Q: 3 clusters Score -118146.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -118151.109375 Penalty: 731.269348
	Iteration 15Q: 3 clusters Score -118151.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -118155.117188 Penalty: 731.269348
	Iteration 16Q: 3 clusters Score -118155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -118158.929688 Penalty: 731.269348
	Iteration 17Q: 3 clusters Score -118158.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -118164.367188 Penalty: 731.269348
	Iteration 18Q: 3 clusters Score -118164.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -118168.945312 Penalty: 731.269348
	Iteration 19Q: 3 clusters Score -118168.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -118170.000000 Penalty: 731.269348
	Iteration 20F: 3 clusters Score -118170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -29611.828125 Penalty: 301.875824
	Iteration 0F: 2 clusters Score -29611.83 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 374 members 
Entering Unmasked Estep 
Score: -28959.300781 Penalty: 603.751648
	Iteration 0F: 3 clusters Score -28959.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -29151.990234 Penalty: 603.751648
	Iteration 1F: 3 clusters Score -29151.99 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -29193.351562 Penalty: 603.751648
	Iteration 2F: 3 clusters Score -29193.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -29235.591797 Penalty: 603.751648
	Iteration 3F: 3 clusters Score -29235.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -29270.441406 Penalty: 603.751648
	Iteration 4Q: 3 clusters Score -29270.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -29308.279297 Penalty: 603.751648
	Iteration 5Q: 3 clusters Score -29308.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -29349.570312 Penalty: 603.751648
	Iteration 6Q: 3 clusters Score -29349.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -29373.851562 Penalty: 603.751648
	Iteration 7Q: 3 clusters Score -29373.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -29394.371094 Penalty: 603.751648
	Iteration 8Q: 3 clusters Score -29394.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -29407.894531 Penalty: 603.751648
	Iteration 9Q: 3 clusters Score -29407.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -29417.046875 Penalty: 603.751648
	Iteration 10Q: 3 clusters Score -29417.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -29428.052734 Penalty: 603.751648
	Iteration 11Q: 3 clusters Score -29428.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -29435.298828 Penalty: 603.751648
	Iteration 12Q: 3 clusters Score -29435.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -29437.486328 Penalty: 603.751648
	Iteration 13Q: 3 clusters Score -29437.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -29441.025391 Penalty: 603.751648
	Iteration 14Q: 3 clusters Score -29441.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -29443.494141 Penalty: 603.751648
	Iteration 15Q: 3 clusters Score -29443.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -29443.960938 Penalty: 603.751648
	Iteration 16Q: 3 clusters Score -29443.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -29444.320312 Penalty: 603.751648
	Iteration 17F: 3 clusters Score -29444.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -29445.005859 Penalty: 603.751648
	Iteration 18Q: 3 clusters Score -29445.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -29445.005859 Penalty: 603.751648
	Iteration 19F: 3 clusters Score -29445.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -51468.761719 Penalty: 330.417694
	Iteration 0F: 2 clusters Score -51468.76 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 726 members 
Entering Unmasked Estep 
Score: -50415.660156 Penalty: 660.835388
	Iteration 0F: 3 clusters Score -50415.66 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -50806.457031 Penalty: 660.835388
	Iteration 1F: 3 clusters Score -50806.46 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -50944.375000 Penalty: 660.835388
	Iteration 2F: 3 clusters Score -50944.38 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -51052.640625 Penalty: 660.835388
	Iteration 3F: 3 clusters Score -51052.64 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -51149.652344 Penalty: 660.835388
	Iteration 4F: 3 clusters Score -51149.65 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -51208.964844 Penalty: 660.835388
	Iteration 5F: 3 clusters Score -51208.96 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -51250.214844 Penalty: 660.835388
	Iteration 6Q: 3 clusters Score -51250.21 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -51268.730469 Penalty: 660.835388
	Iteration 7Q: 3 clusters Score -51268.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -51277.214844 Penalty: 660.835388
	Iteration 8Q: 3 clusters Score -51277.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -51282.300781 Penalty: 660.835388
	Iteration 9Q: 3 clusters Score -51282.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51287.050781 Penalty: 660.835388
	Iteration 10Q: 3 clusters Score -51287.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51291.781250 Penalty: 660.835388
	Iteration 11Q: 3 clusters Score -51291.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51300.332031 Penalty: 660.835388
	Iteration 12Q: 3 clusters Score -51300.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51305.503906 Penalty: 660.835388
	Iteration 13Q: 3 clusters Score -51305.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51307.917969 Penalty: 660.835388
	Iteration 14Q: 3 clusters Score -51307.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51309.640625 Penalty: 660.835388
	Iteration 15Q: 3 clusters Score -51309.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51311.410156 Penalty: 660.835388
	Iteration 16Q: 3 clusters Score -51311.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51313.460938 Penalty: 660.835388
	Iteration 17Q: 3 clusters Score -51313.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51315.222656 Penalty: 660.835388
	Iteration 18Q: 3 clusters Score -51315.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51315.578125 Penalty: 660.835388
	Iteration 19Q: 3 clusters Score -51315.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51315.851562 Penalty: 660.835388
	Iteration 20F: 3 clusters Score -51315.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51316.789062 Penalty: 660.835388
	Iteration 21Q: 3 clusters Score -51316.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51318.937500 Penalty: 660.835388
	Iteration 22Q: 3 clusters Score -51318.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51319.953125 Penalty: 660.835388
	Iteration 23Q: 3 clusters Score -51319.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51321.054688 Penalty: 660.835388
	Iteration 24Q: 3 clusters Score -51321.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51321.863281 Penalty: 660.835388
	Iteration 25Q: 3 clusters Score -51321.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51322.320312 Penalty: 660.835388
	Iteration 26Q: 3 clusters Score -51322.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51322.812500 Penalty: 660.835388
	Iteration 27Q: 3 clusters Score -51322.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51322.812500 Penalty: 660.835388
	Iteration 28F: 3 clusters Score -51322.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (159465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159465 members 
Entering Unmasked Estep 
Score: -6620378.000000 Penalty: 545.070862
	Iteration 0F: 2 clusters Score -6620378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79939 members 
Mstep: Class 2 contains 79526 members 
Entering Unmasked Estep 
Score: -6512357.500000 Penalty: 1090.141724
	Iteration 0F: 3 clusters Score -6512358 nChanged 78185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83880 members 
Mstep: Class 2 contains 75585 members 
Entering Unmasked Estep 
Score: -6562862.000000 Penalty: 1090.141724
	Iteration 1F: 3 clusters Score -6562862 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85534 members 
Mstep: Class 2 contains 73931 members 
Entering Unmasked Estep 
Score: -6565867.500000 Penalty: 1090.141724
	Iteration 2Q: 3 clusters Score -6565868 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88165 members 
Mstep: Class 2 contains 71300 members 
Entering Unmasked Estep 
Score: -6569972.000000 Penalty: 1090.141724
	Iteration 3F: 3 clusters Score -6569972 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92147 members 
Mstep: Class 2 contains 67318 members 
Entering Unmasked Estep 
Score: -6576111.000000 Penalty: 1090.141724
	Iteration 4F: 3 clusters Score -6576111 nChanged 10353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97088 members 
Mstep: Class 2 contains 62377 members 
Entering Unmasked Estep 
Score: -6584428.000000 Penalty: 1090.141724
	Iteration 5F: 3 clusters Score -6584428 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101477 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -6592259.500000 Penalty: 1090.141724
	Iteration 6F: 3 clusters Score -6592260 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104442 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -6596538.500000 Penalty: 1090.141724
	Iteration 7F: 3 clusters Score -6596538 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106809 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -6598308.500000 Penalty: 1090.141724
	Iteration 8Q: 3 clusters Score -6598308 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109035 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -6599415.000000 Penalty: 1090.141724
	Iteration 9Q: 3 clusters Score -6599415 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111246 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -6600306.500000 Penalty: 1090.141724
	Iteration 10Q: 3 clusters Score -6600306 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113474 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -6601218.000000 Penalty: 1090.141724
	Iteration 11Q: 3 clusters Score -6601218 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115699 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -6602083.000000 Penalty: 1090.141724
	Iteration 12Q: 3 clusters Score -6602083 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117897 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -6602922.000000 Penalty: 1090.141724
	Iteration 13Q: 3 clusters Score -6602922 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120126 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -6603747.500000 Penalty: 1090.141724
	Iteration 14Q: 3 clusters Score -6603748 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122422 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -6604620.000000 Penalty: 1090.141724
	Iteration 15Q: 3 clusters Score -6604620 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124767 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -6605508.500000 Penalty: 1090.141724
	Iteration 16Q: 3 clusters Score -6605508 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127100 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -6606335.000000 Penalty: 1090.141724
	Iteration 17Q: 3 clusters Score -6606335 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129416 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -6607134.000000 Penalty: 1090.141724
	Iteration 18Q: 3 clusters Score -6607134 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131645 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -6607932.500000 Penalty: 1090.141724
	Iteration 19Q: 3 clusters Score -6607932 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133837 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -6608789.000000 Penalty: 1090.141724
	Iteration 20F: 3 clusters Score -6608789 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135988 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -6609576.000000 Penalty: 1090.141724
	Iteration 21Q: 3 clusters Score -6609576 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138052 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -6610343.500000 Penalty: 1090.141724
	Iteration 22Q: 3 clusters Score -6610344 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140033 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -6611138.500000 Penalty: 1090.141724
	Iteration 23Q: 3 clusters Score -6611138 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142001 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -6612035.500000 Penalty: 1090.141724
	Iteration 24Q: 3 clusters Score -6612036 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143880 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -6612866.500000 Penalty: 1090.141724
	Iteration 25Q: 3 clusters Score -6612866 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145571 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -6613618.500000 Penalty: 1090.141724
	Iteration 26Q: 3 clusters Score -6613618 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147129 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -6614236.000000 Penalty: 1090.141724
	Iteration 27Q: 3 clusters Score -6614236 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148543 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -6614851.500000 Penalty: 1090.141724
	Iteration 28Q: 3 clusters Score -6614852 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149873 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -6615456.500000 Penalty: 1090.141724
	Iteration 29Q: 3 clusters Score -6615456 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151090 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -6616034.000000 Penalty: 1090.141724
	Iteration 30Q: 3 clusters Score -6616034 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152185 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -6616557.000000 Penalty: 1090.141724
	Iteration 31Q: 3 clusters Score -6616557 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153147 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -6616998.000000 Penalty: 1090.141724
	Iteration 32Q: 3 clusters Score -6616998 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154005 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -6617404.500000 Penalty: 1090.141724
	Iteration 33Q: 3 clusters Score -6617404 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154777 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -6617816.000000 Penalty: 1090.141724
	Iteration 34Q: 3 clusters Score -6617816 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155490 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -6618142.000000 Penalty: 1090.141724
	Iteration 35Q: 3 clusters Score -6618142 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156136 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -6618418.500000 Penalty: 1090.141724
	Iteration 36Q: 3 clusters Score -6618418 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156711 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -6618762.500000 Penalty: 1090.141724
	Iteration 37Q: 3 clusters Score -6618762 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157191 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -6619037.500000 Penalty: 1090.141724
	Iteration 38Q: 3 clusters Score -6619038 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157608 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6619266.500000 Penalty: 1090.141724
	Iteration 39Q: 3 clusters Score -6619266 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157912 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6619393.500000 Penalty: 1090.141724
	Iteration 40F: 3 clusters Score -6619394 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158141 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6619515.000000 Penalty: 1090.141724
	Iteration 41Q: 3 clusters Score -6619515 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158320 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6619573.500000 Penalty: 1090.141724
	Iteration 42Q: 3 clusters Score -6619574 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158479 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6619638.500000 Penalty: 1090.141724
	Iteration 43Q: 3 clusters Score -6619638 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158588 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6619690.000000 Penalty: 1090.141724
	Iteration 44Q: 3 clusters Score -6619690 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158679 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6619746.500000 Penalty: 1090.141724
	Iteration 45Q: 3 clusters Score -6619746 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158772 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6619792.500000 Penalty: 1090.141724
	Iteration 46Q: 3 clusters Score -6619792 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158839 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6619819.500000 Penalty: 1090.141724
	Iteration 47Q: 3 clusters Score -6619820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158895 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6619840.500000 Penalty: 1090.141724
	Iteration 48Q: 3 clusters Score -6619840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158941 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6619837.000000 Penalty: 1090.141724
	Iteration 49Q: 3 clusters Score -6619837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158978 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6619850.500000 Penalty: 1090.141724
	Iteration 50Q: 3 clusters Score -6619850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159003 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6619855.000000 Penalty: 1090.141724
	Iteration 51Q: 3 clusters Score -6619855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159025 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6619866.000000 Penalty: 1090.141724
	Iteration 52Q: 3 clusters Score -6619866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159049 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6619880.000000 Penalty: 1090.141724
	Iteration 53Q: 3 clusters Score -6619880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159063 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6619886.500000 Penalty: 1090.141724
	Iteration 54Q: 3 clusters Score -6619886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159082 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6619898.500000 Penalty: 1090.141724
	Iteration 55Q: 3 clusters Score -6619898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159093 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6619901.000000 Penalty: 1090.141724
	Iteration 56Q: 3 clusters Score -6619901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159109 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6619905.000000 Penalty: 1090.141724
	Iteration 57Q: 3 clusters Score -6619905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159121 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6619905.500000 Penalty: 1090.141724
	Iteration 58Q: 3 clusters Score -6619906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159125 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6619905.000000 Penalty: 1090.141724
	Iteration 59Q: 3 clusters Score -6619905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159127 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6619908.000000 Penalty: 1090.141724
	Iteration 60F: 3 clusters Score -6619908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159132 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6619913.500000 Penalty: 1090.141724
	Iteration 61Q: 3 clusters Score -6619914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159143 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6619909.000000 Penalty: 1090.141724
	Iteration 62Q: 3 clusters Score -6619909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159147 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6619909.500000 Penalty: 1090.141724
	Iteration 63Q: 3 clusters Score -6619910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159149 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6619910.000000 Penalty: 1090.141724
	Iteration 64Q: 3 clusters Score -6619910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159154 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6619914.500000 Penalty: 1090.141724
	Iteration 65Q: 3 clusters Score -6619914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159155 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6619914.000000 Penalty: 1090.141724
	Iteration 66Q: 3 clusters Score -6619914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159156 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6619914.500000 Penalty: 1090.141724
	Iteration 67Q: 3 clusters Score -6619914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159160 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6619910.500000 Penalty: 1090.141724
	Iteration 68Q: 3 clusters Score -6619910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159162 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6619905.500000 Penalty: 1090.141724
	Iteration 69Q: 3 clusters Score -6619906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159163 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6619906.500000 Penalty: 1090.141724
	Iteration 70Q: 3 clusters Score -6619906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159163 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6619906.500000 Penalty: 1090.141724
	Iteration 71F: 3 clusters Score -6619906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Entering Unmasked Estep 
Score: -511855.875000 Penalty: 431.495453
	Iteration 0F: 2 clusters Score -511855.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -503122.343750 Penalty: 862.990906
	Iteration 0F: 3 clusters Score -503122.3 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -506793.625000 Penalty: 862.990906
	Iteration 1F: 3 clusters Score -506793.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -506991.062500 Penalty: 862.990906
	Iteration 2Q: 3 clusters Score -506991.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -507245.062500 Penalty: 862.990906
	Iteration 3Q: 3 clusters Score -507245.1 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -507582.343750 Penalty: 862.990906
	Iteration 4F: 3 clusters Score -507582.3 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -508089.656250 Penalty: 862.990906
	Iteration 5F: 3 clusters Score -508089.7 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -508835.312500 Penalty: 862.990906
	Iteration 6F: 3 clusters Score -508835.3 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -509662.500000 Penalty: 862.990906
	Iteration 7F: 3 clusters Score -509662.5 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -510342.593750 Penalty: 862.990906
	Iteration 8F: 3 clusters Score -510342.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -510800.562500 Penalty: 862.990906
	Iteration 9Q: 3 clusters Score -510800.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -511058.437500 Penalty: 862.990906
	Iteration 10Q: 3 clusters Score -511058.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -511220.593750 Penalty: 862.990906
	Iteration 11Q: 3 clusters Score -511220.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -511355.593750 Penalty: 862.990906
	Iteration 12Q: 3 clusters Score -511355.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -511459.375000 Penalty: 862.990906
	Iteration 13Q: 3 clusters Score -511459.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -511507.843750 Penalty: 862.990906
	Iteration 14Q: 3 clusters Score -511507.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -511532.468750 Penalty: 862.990906
	Iteration 15Q: 3 clusters Score -511532.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -511551.812500 Penalty: 862.990906
	Iteration 16Q: 3 clusters Score -511551.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -511562.343750 Penalty: 862.990906
	Iteration 17Q: 3 clusters Score -511562.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -511567.875000 Penalty: 862.990906
	Iteration 18Q: 3 clusters Score -511567.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -511573.156250 Penalty: 862.990906
	Iteration 19Q: 3 clusters Score -511573.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -511576.500000 Penalty: 862.990906
	Iteration 20F: 3 clusters Score -511576.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -511583.968750 Penalty: 862.990906
	Iteration 21Q: 3 clusters Score -511584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -511586.656250 Penalty: 862.990906
	Iteration 22Q: 3 clusters Score -511586.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -511586.468750 Penalty: 862.990906
	Iteration 23Q: 3 clusters Score -511586.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -511586.812500 Penalty: 862.990906
	Iteration 24Q: 3 clusters Score -511586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -511587.937500 Penalty: 862.990906
	Iteration 25Q: 3 clusters Score -511587.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -511587.593750 Penalty: 862.990906
	Iteration 26Q: 3 clusters Score -511587.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -511587.843750 Penalty: 862.990906
	Iteration 27Q: 3 clusters Score -511587.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -511587.625000 Penalty: 862.990906
	Iteration 28Q: 3 clusters Score -511587.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -511587.625000 Penalty: 862.990906
	Iteration 29F: 3 clusters Score -511587.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Entering Unmasked Estep 
Score: -103041.468750 Penalty: 356.428802
	Iteration 0F: 2 clusters Score -103041.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -101228.789062 Penalty: 712.857605
	Iteration 0F: 3 clusters Score -101228.8 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -101797.046875 Penalty: 712.857605
	Iteration 1F: 3 clusters Score -101797 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -101908.281250 Penalty: 712.857605
	Iteration 2F: 3 clusters Score -101908.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -102032.539062 Penalty: 712.857605
	Iteration 3F: 3 clusters Score -102032.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -102168.640625 Penalty: 712.857605
	Iteration 4F: 3 clusters Score -102168.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -102269.765625 Penalty: 712.857605
	Iteration 5F: 3 clusters Score -102269.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -102348.320312 Penalty: 712.857605
	Iteration 6F: 3 clusters Score -102348.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -102412.500000 Penalty: 712.857605
	Iteration 7Q: 3 clusters Score -102412.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102485.101562 Penalty: 712.857605
	Iteration 8Q: 3 clusters Score -102485.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -102554.898438 Penalty: 712.857605
	Iteration 9Q: 3 clusters Score -102554.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -102611.156250 Penalty: 712.857605
	Iteration 10Q: 3 clusters Score -102611.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -102646.156250 Penalty: 712.857605
	Iteration 11Q: 3 clusters Score -102646.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -102671.218750 Penalty: 712.857605
	Iteration 12Q: 3 clusters Score -102671.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -102684.421875 Penalty: 712.857605
	Iteration 13Q: 3 clusters Score -102684.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -102700.421875 Penalty: 712.857605
	Iteration 14Q: 3 clusters Score -102700.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -102708.937500 Penalty: 712.857605
	Iteration 15Q: 3 clusters Score -102708.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -102714.468750 Penalty: 712.857605
	Iteration 16Q: 3 clusters Score -102714.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -102717.210938 Penalty: 712.857605
	Iteration 17Q: 3 clusters Score -102717.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -102719.320312 Penalty: 712.857605
	Iteration 18Q: 3 clusters Score -102719.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -102720.609375 Penalty: 712.857605
	Iteration 19Q: 3 clusters Score -102720.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -102721.054688 Penalty: 712.857605
	Iteration 20F: 3 clusters Score -102721.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -102721.812500 Penalty: 712.857605
	Iteration 21Q: 3 clusters Score -102721.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -102722.750000 Penalty: 712.857605
	Iteration 22Q: 3 clusters Score -102722.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -102722.875000 Penalty: 712.857605
	Iteration 23Q: 3 clusters Score -102722.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -102722.875000 Penalty: 712.857605
	Iteration 24F: 3 clusters Score -102722.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Entering Unmasked Estep 
Score: -232670.500000 Penalty: 394.613708
	Iteration 0F: 2 clusters Score -232670.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -228701.218750 Penalty: 789.227417
	Iteration 0F: 3 clusters Score -228701.2 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -230239.296875 Penalty: 789.227417
	Iteration 1F: 3 clusters Score -230239.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -230435.750000 Penalty: 789.227417
	Iteration 2F: 3 clusters Score -230435.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -230700.718750 Penalty: 789.227417
	Iteration 3F: 3 clusters Score -230700.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -231067.953125 Penalty: 789.227417
	Iteration 4F: 3 clusters Score -231068 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -231428.968750 Penalty: 789.227417
	Iteration 5F: 3 clusters Score -231429 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -231745.312500 Penalty: 789.227417
	Iteration 6F: 3 clusters Score -231745.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -232050.937500 Penalty: 789.227417
	Iteration 7Q: 3 clusters Score -232050.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -232226.562500 Penalty: 789.227417
	Iteration 8Q: 3 clusters Score -232226.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -232284.625000 Penalty: 789.227417
	Iteration 9Q: 3 clusters Score -232284.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -232305.062500 Penalty: 789.227417
	Iteration 10Q: 3 clusters Score -232305.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -232319.593750 Penalty: 789.227417
	Iteration 11Q: 3 clusters Score -232319.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -232325.562500 Penalty: 789.227417
	Iteration 12Q: 3 clusters Score -232325.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -232329.515625 Penalty: 789.227417
	Iteration 13Q: 3 clusters Score -232329.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -232332.406250 Penalty: 789.227417
	Iteration 14Q: 3 clusters Score -232332.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -232334.031250 Penalty: 789.227417
	Iteration 15Q: 3 clusters Score -232334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -232334.578125 Penalty: 789.227417
	Iteration 16Q: 3 clusters Score -232334.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -232337.546875 Penalty: 789.227417
	Iteration 17Q: 3 clusters Score -232337.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -232337.640625 Penalty: 789.227417
	Iteration 18Q: 3 clusters Score -232337.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -232338.671875 Penalty: 789.227417
	Iteration 19Q: 3 clusters Score -232338.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -232339.218750 Penalty: 789.227417
	Iteration 20F: 3 clusters Score -232339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -232339.375000 Penalty: 789.227417
	Iteration 21Q: 3 clusters Score -232339.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -232339.390625 Penalty: 789.227417
	Iteration 22Q: 3 clusters Score -232339.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -232339.859375 Penalty: 789.227417
	Iteration 23Q: 3 clusters Score -232339.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -232340.078125 Penalty: 789.227417
	Iteration 24Q: 3 clusters Score -232340.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -232339.953125 Penalty: 789.227417
	Iteration 25Q: 3 clusters Score -232340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -232340.593750 Penalty: 789.227417
	Iteration 26Q: 3 clusters Score -232340.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -232340.593750 Penalty: 789.227417
	Iteration 27Q: 3 clusters Score -232340.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -232341.125000 Penalty: 789.227417
	Iteration 28Q: 3 clusters Score -232341.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -232341.281250 Penalty: 789.227417
	Iteration 29Q: 3 clusters Score -232341.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -232341.468750 Penalty: 789.227417
	Iteration 30Q: 3 clusters Score -232341.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -232340.921875 Penalty: 789.227417
	Iteration 31Q: 3 clusters Score -232340.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -232340.921875 Penalty: 789.227417
	Iteration 32F: 3 clusters Score -232340.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Entering Unmasked Estep 
Score: -175775.078125 Penalty: 382.025024
	Iteration 0F: 2 clusters Score -175775.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -172753.703125 Penalty: 764.050049
	Iteration 0F: 3 clusters Score -172753.7 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -173830.187500 Penalty: 764.050049
	Iteration 1F: 3 clusters Score -173830.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -174020.890625 Penalty: 764.050049
	Iteration 2F: 3 clusters Score -174020.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -174190.859375 Penalty: 764.050049
	Iteration 3F: 3 clusters Score -174190.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -174340.187500 Penalty: 764.050049
	Iteration 4F: 3 clusters Score -174340.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -174459.031250 Penalty: 764.050049
	Iteration 5F: 3 clusters Score -174459 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -174532.421875 Penalty: 764.050049
	Iteration 6Q: 3 clusters Score -174532.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -174577.015625 Penalty: 764.050049
	Iteration 7Q: 3 clusters Score -174577 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -174614.375000 Penalty: 764.050049
	Iteration 8Q: 3 clusters Score -174614.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -174661.453125 Penalty: 764.050049
	Iteration 9Q: 3 clusters Score -174661.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -174715.390625 Penalty: 764.050049
	Iteration 10Q: 3 clusters Score -174715.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -174768.875000 Penalty: 764.050049
	Iteration 11Q: 3 clusters Score -174768.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -174834.546875 Penalty: 764.050049
	Iteration 12Q: 3 clusters Score -174834.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -174908.140625 Penalty: 764.050049
	Iteration 13Q: 3 clusters Score -174908.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -174980.187500 Penalty: 764.050049
	Iteration 14Q: 3 clusters Score -174980.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -175067.250000 Penalty: 764.050049
	Iteration 15Q: 3 clusters Score -175067.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -175144.328125 Penalty: 764.050049
	Iteration 16Q: 3 clusters Score -175144.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -175233.687500 Penalty: 764.050049
	Iteration 17Q: 3 clusters Score -175233.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -175328.375000 Penalty: 764.050049
	Iteration 18Q: 3 clusters Score -175328.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -175387.890625 Penalty: 764.050049
	Iteration 19Q: 3 clusters Score -175387.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -175421.625000 Penalty: 764.050049
	Iteration 20F: 3 clusters Score -175421.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -175445.546875 Penalty: 764.050049
	Iteration 21Q: 3 clusters Score -175445.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -175461.640625 Penalty: 764.050049
	Iteration 22Q: 3 clusters Score -175461.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -175475.281250 Penalty: 764.050049
	Iteration 23Q: 3 clusters Score -175475.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -175485.015625 Penalty: 764.050049
	Iteration 24Q: 3 clusters Score -175485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -175492.359375 Penalty: 764.050049
	Iteration 25Q: 3 clusters Score -175492.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -175497.937500 Penalty: 764.050049
	Iteration 26Q: 3 clusters Score -175497.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -175504.671875 Penalty: 764.050049
	Iteration 27Q: 3 clusters Score -175504.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -175511.359375 Penalty: 764.050049
	Iteration 28Q: 3 clusters Score -175511.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -175518.859375 Penalty: 764.050049
	Iteration 29Q: 3 clusters Score -175518.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -175527.078125 Penalty: 764.050049
	Iteration 30Q: 3 clusters Score -175527.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -175536.687500 Penalty: 764.050049
	Iteration 31Q: 3 clusters Score -175536.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -175544.984375 Penalty: 764.050049
	Iteration 32Q: 3 clusters Score -175545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -175552.046875 Penalty: 764.050049
	Iteration 33Q: 3 clusters Score -175552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -175558.859375 Penalty: 764.050049
	Iteration 34Q: 3 clusters Score -175558.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -175564.390625 Penalty: 764.050049
	Iteration 35Q: 3 clusters Score -175564.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -175575.468750 Penalty: 764.050049
	Iteration 36Q: 3 clusters Score -175575.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -175582.968750 Penalty: 764.050049
	Iteration 37Q: 3 clusters Score -175583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -175588.687500 Penalty: 764.050049
	Iteration 38Q: 3 clusters Score -175588.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -175593.250000 Penalty: 764.050049
	Iteration 39Q: 3 clusters Score -175593.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -175598.703125 Penalty: 764.050049
	Iteration 40F: 3 clusters Score -175598.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -175601.343750 Penalty: 764.050049
	Iteration 41Q: 3 clusters Score -175601.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -175603.890625 Penalty: 764.050049
	Iteration 42Q: 3 clusters Score -175603.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -175607.437500 Penalty: 764.050049
	Iteration 43Q: 3 clusters Score -175607.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -175610.593750 Penalty: 764.050049
	Iteration 44Q: 3 clusters Score -175610.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -175611.906250 Penalty: 764.050049
	Iteration 45Q: 3 clusters Score -175611.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -175613.625000 Penalty: 764.050049
	Iteration 46Q: 3 clusters Score -175613.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -175614.515625 Penalty: 764.050049
	Iteration 47Q: 3 clusters Score -175614.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -175614.515625 Penalty: 764.050049
	Iteration 48F: 3 clusters Score -175614.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Entering Unmasked Estep 
Score: -136293.625000 Penalty: 371.134277
	Iteration 0F: 2 clusters Score -136293.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -133904.828125 Penalty: 742.268555
	Iteration 0F: 3 clusters Score -133904.8 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -134908.546875 Penalty: 742.268555
	Iteration 1F: 3 clusters Score -134908.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -135139.609375 Penalty: 742.268555
	Iteration 2F: 3 clusters Score -135139.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -135337.031250 Penalty: 742.268555
	Iteration 3F: 3 clusters Score -135337 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -135501.390625 Penalty: 742.268555
	Iteration 4F: 3 clusters Score -135501.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -135618.109375 Penalty: 742.268555
	Iteration 5F: 3 clusters Score -135618.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -135695.859375 Penalty: 742.268555
	Iteration 6Q: 3 clusters Score -135695.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -135756.656250 Penalty: 742.268555
	Iteration 7Q: 3 clusters Score -135756.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -135795.046875 Penalty: 742.268555
	Iteration 8Q: 3 clusters Score -135795 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -135832.640625 Penalty: 742.268555
	Iteration 9Q: 3 clusters Score -135832.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -135863.781250 Penalty: 742.268555
	Iteration 10Q: 3 clusters Score -135863.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -135886.718750 Penalty: 742.268555
	Iteration 11Q: 3 clusters Score -135886.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -135908.421875 Penalty: 742.268555
	Iteration 12Q: 3 clusters Score -135908.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -135923.750000 Penalty: 742.268555
	Iteration 13Q: 3 clusters Score -135923.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -135935.078125 Penalty: 742.268555
	Iteration 14Q: 3 clusters Score -135935.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -135943.531250 Penalty: 742.268555
	Iteration 15Q: 3 clusters Score -135943.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -135953.562500 Penalty: 742.268555
	Iteration 16Q: 3 clusters Score -135953.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -135960.453125 Penalty: 742.268555
	Iteration 17Q: 3 clusters Score -135960.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -135969.812500 Penalty: 742.268555
	Iteration 18Q: 3 clusters Score -135969.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -135975.015625 Penalty: 742.268555
	Iteration 19Q: 3 clusters Score -135975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -135979.281250 Penalty: 742.268555
	Iteration 20F: 3 clusters Score -135979.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -135981.843750 Penalty: 742.268555
	Iteration 21Q: 3 clusters Score -135981.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -135983.375000 Penalty: 742.268555
	Iteration 22Q: 3 clusters Score -135983.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -135985.843750 Penalty: 742.268555
	Iteration 23Q: 3 clusters Score -135985.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -135986.515625 Penalty: 742.268555
	Iteration 24Q: 3 clusters Score -135986.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -135987.640625 Penalty: 742.268555
	Iteration 25Q: 3 clusters Score -135987.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -135988.843750 Penalty: 742.268555
	Iteration 26Q: 3 clusters Score -135988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -135990.078125 Penalty: 742.268555
	Iteration 27Q: 3 clusters Score -135990.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -135990.968750 Penalty: 742.268555
	Iteration 28Q: 3 clusters Score -135991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -135991.531250 Penalty: 742.268555
	Iteration 29Q: 3 clusters Score -135991.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -135992.203125 Penalty: 742.268555
	Iteration 30Q: 3 clusters Score -135992.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -135992.593750 Penalty: 742.268555
	Iteration 31Q: 3 clusters Score -135992.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -135992.906250 Penalty: 742.268555
	Iteration 32Q: 3 clusters Score -135992.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -135994.562500 Penalty: 742.268555
	Iteration 33Q: 3 clusters Score -135994.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -135995.593750 Penalty: 742.268555
	Iteration 34Q: 3 clusters Score -135995.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -135996.109375 Penalty: 742.268555
	Iteration 35Q: 3 clusters Score -135996.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -135996.718750 Penalty: 742.268555
	Iteration 36Q: 3 clusters Score -135996.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -135996.718750 Penalty: 742.268555
	Iteration 37F: 3 clusters Score -135996.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Entering Unmasked Estep 
Score: -244340.062500 Penalty: 395.301636
	Iteration 0F: 2 clusters Score -244340.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -240309.265625 Penalty: 790.603271
	Iteration 0F: 3 clusters Score -240309.3 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -241886.781250 Penalty: 790.603271
	Iteration 1F: 3 clusters Score -241886.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -242084.968750 Penalty: 790.603271
	Iteration 2F: 3 clusters Score -242085 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -242304.625000 Penalty: 790.603271
	Iteration 3F: 3 clusters Score -242304.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -242521.031250 Penalty: 790.603271
	Iteration 4F: 3 clusters Score -242521 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -242746.359375 Penalty: 790.603271
	Iteration 5F: 3 clusters Score -242746.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -242970.750000 Penalty: 790.603271
	Iteration 6F: 3 clusters Score -242970.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -243163.343750 Penalty: 790.603271
	Iteration 7Q: 3 clusters Score -243163.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -243298.328125 Penalty: 790.603271
	Iteration 8Q: 3 clusters Score -243298.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -243390.484375 Penalty: 790.603271
	Iteration 9Q: 3 clusters Score -243390.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -243457.812500 Penalty: 790.603271
	Iteration 10Q: 3 clusters Score -243457.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -243524.421875 Penalty: 790.603271
	Iteration 11Q: 3 clusters Score -243524.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -243573.500000 Penalty: 790.603271
	Iteration 12Q: 3 clusters Score -243573.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -243617.390625 Penalty: 790.603271
	Iteration 13Q: 3 clusters Score -243617.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -243662.859375 Penalty: 790.603271
	Iteration 14Q: 3 clusters Score -243662.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -243711.984375 Penalty: 790.603271
	Iteration 15Q: 3 clusters Score -243712 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -243760.046875 Penalty: 790.603271
	Iteration 16Q: 3 clusters Score -243760 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -243802.875000 Penalty: 790.603271
	Iteration 17Q: 3 clusters Score -243802.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -243839.828125 Penalty: 790.603271
	Iteration 18Q: 3 clusters Score -243839.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -243874.468750 Penalty: 790.603271
	Iteration 19Q: 3 clusters Score -243874.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -243904.484375 Penalty: 790.603271
	Iteration 20F: 3 clusters Score -243904.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -243935.968750 Penalty: 790.603271
	Iteration 21Q: 3 clusters Score -243936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -243960.671875 Penalty: 790.603271
	Iteration 22Q: 3 clusters Score -243960.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -243977.312500 Penalty: 790.603271
	Iteration 23Q: 3 clusters Score -243977.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -243988.968750 Penalty: 790.603271
	Iteration 24Q: 3 clusters Score -243989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -244001.781250 Penalty: 790.603271
	Iteration 25Q: 3 clusters Score -244001.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -244014.500000 Penalty: 790.603271
	Iteration 26Q: 3 clusters Score -244014.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -244027.343750 Penalty: 790.603271
	Iteration 27Q: 3 clusters Score -244027.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -244033.000000 Penalty: 790.603271
	Iteration 28Q: 3 clusters Score -244033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -244037.484375 Penalty: 790.603271
	Iteration 29Q: 3 clusters Score -244037.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -244038.671875 Penalty: 790.603271
	Iteration 30Q: 3 clusters Score -244038.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -244042.281250 Penalty: 790.603271
	Iteration 31Q: 3 clusters Score -244042.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -244043.656250 Penalty: 790.603271
	Iteration 32Q: 3 clusters Score -244043.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -244044.140625 Penalty: 790.603271
	Iteration 33Q: 3 clusters Score -244044.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -244043.921875 Penalty: 790.603271
	Iteration 34Q: 3 clusters Score -244043.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -244043.921875 Penalty: 790.603271
	Iteration 35F: 3 clusters Score -244043.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Entering Unmasked Estep 
Score: -249586.312500 Penalty: 398.156067
	Iteration 0F: 2 clusters Score -249586.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -245381.562500 Penalty: 796.312134
	Iteration 0F: 3 clusters Score -245381.6 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -247153.921875 Penalty: 796.312134
	Iteration 1F: 3 clusters Score -247153.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -247394.312500 Penalty: 796.312134
	Iteration 2F: 3 clusters Score -247394.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -247666.828125 Penalty: 796.312134
	Iteration 3F: 3 clusters Score -247666.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -247950.687500 Penalty: 796.312134
	Iteration 4F: 3 clusters Score -247950.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -248220.578125 Penalty: 796.312134
	Iteration 5F: 3 clusters Score -248220.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -248457.765625 Penalty: 796.312134
	Iteration 6F: 3 clusters Score -248457.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -248608.000000 Penalty: 796.312134
	Iteration 7Q: 3 clusters Score -248608 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -248710.828125 Penalty: 796.312134
	Iteration 8Q: 3 clusters Score -248710.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -248778.171875 Penalty: 796.312134
	Iteration 9Q: 3 clusters Score -248778.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -248834.750000 Penalty: 796.312134
	Iteration 10Q: 3 clusters Score -248834.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -248884.781250 Penalty: 796.312134
	Iteration 11Q: 3 clusters Score -248884.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -248948.656250 Penalty: 796.312134
	Iteration 12Q: 3 clusters Score -248948.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -249019.687500 Penalty: 796.312134
	Iteration 13Q: 3 clusters Score -249019.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -249087.296875 Penalty: 796.312134
	Iteration 14Q: 3 clusters Score -249087.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -249151.078125 Penalty: 796.312134
	Iteration 15Q: 3 clusters Score -249151.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -249202.765625 Penalty: 796.312134
	Iteration 16Q: 3 clusters Score -249202.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -249240.765625 Penalty: 796.312134
	Iteration 17Q: 3 clusters Score -249240.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -249274.062500 Penalty: 796.312134
	Iteration 18Q: 3 clusters Score -249274.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -249302.562500 Penalty: 796.312134
	Iteration 19Q: 3 clusters Score -249302.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -249335.187500 Penalty: 796.312134
	Iteration 20F: 3 clusters Score -249335.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -249379.734375 Penalty: 796.312134
	Iteration 21Q: 3 clusters Score -249379.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -249413.937500 Penalty: 796.312134
	Iteration 22Q: 3 clusters Score -249413.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -249427.343750 Penalty: 796.312134
	Iteration 23Q: 3 clusters Score -249427.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -249437.156250 Penalty: 796.312134
	Iteration 24Q: 3 clusters Score -249437.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -249445.125000 Penalty: 796.312134
	Iteration 25Q: 3 clusters Score -249445.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -249452.328125 Penalty: 796.312134
	Iteration 26Q: 3 clusters Score -249452.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -249458.656250 Penalty: 796.312134
	Iteration 27Q: 3 clusters Score -249458.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -249463.140625 Penalty: 796.312134
	Iteration 28Q: 3 clusters Score -249463.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -249468.000000 Penalty: 796.312134
	Iteration 29Q: 3 clusters Score -249468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -249475.531250 Penalty: 796.312134
	Iteration 30Q: 3 clusters Score -249475.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -249484.609375 Penalty: 796.312134
	Iteration 31Q: 3 clusters Score -249484.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -249490.578125 Penalty: 796.312134
	Iteration 32Q: 3 clusters Score -249490.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -249495.125000 Penalty: 796.312134
	Iteration 33Q: 3 clusters Score -249495.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -249495.687500 Penalty: 796.312134
	Iteration 34Q: 3 clusters Score -249495.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -249496.343750 Penalty: 796.312134
	Iteration 35Q: 3 clusters Score -249496.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -249496.984375 Penalty: 796.312134
	Iteration 36Q: 3 clusters Score -249497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -249497.812500 Penalty: 796.312134
	Iteration 37Q: 3 clusters Score -249497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -249498.296875 Penalty: 796.312134
	Iteration 38Q: 3 clusters Score -249498.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -249498.125000 Penalty: 796.312134
	Iteration 39Q: 3 clusters Score -249498.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -249498.125000 Penalty: 796.312134
	Iteration 40F: 3 clusters Score -249498.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Entering Unmasked Estep 
Score: -1082953.750000 Penalty: 463.418091
	Iteration 0F: 2 clusters Score -1082954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1065371.250000 Penalty: 926.836182
	Iteration 0F: 3 clusters Score -1065371 nChanged 12714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1072593.000000 Penalty: 926.836182
	Iteration 1F: 3 clusters Score -1072593 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1073145.000000 Penalty: 926.836182
	Iteration 2Q: 3 clusters Score -1073145 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1074016.625000 Penalty: 926.836182
	Iteration 3F: 3 clusters Score -1074017 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -1075274.250000 Penalty: 926.836182
	Iteration 4F: 3 clusters Score -1075274 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1076784.250000 Penalty: 926.836182
	Iteration 5F: 3 clusters Score -1076784 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -1078217.875000 Penalty: 926.836182
	Iteration 6F: 3 clusters Score -1078218 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -1079242.500000 Penalty: 926.836182
	Iteration 7F: 3 clusters Score -1079242 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -1079844.750000 Penalty: 926.836182
	Iteration 8Q: 3 clusters Score -1079845 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -1080184.875000 Penalty: 926.836182
	Iteration 9Q: 3 clusters Score -1080185 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -1080426.125000 Penalty: 926.836182
	Iteration 10Q: 3 clusters Score -1080426 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -1080644.375000 Penalty: 926.836182
	Iteration 11Q: 3 clusters Score -1080644 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -1080846.875000 Penalty: 926.836182
	Iteration 12Q: 3 clusters Score -1080847 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -1081032.125000 Penalty: 926.836182
	Iteration 13Q: 3 clusters Score -1081032 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -1081240.750000 Penalty: 926.836182
	Iteration 14Q: 3 clusters Score -1081241 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -1081399.125000 Penalty: 926.836182
	Iteration 15Q: 3 clusters Score -1081399 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -1081527.125000 Penalty: 926.836182
	Iteration 16Q: 3 clusters Score -1081527 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -1081636.625000 Penalty: 926.836182
	Iteration 17Q: 3 clusters Score -1081637 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -1081743.625000 Penalty: 926.836182
	Iteration 18Q: 3 clusters Score -1081744 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -1081841.875000 Penalty: 926.836182
	Iteration 19Q: 3 clusters Score -1081842 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -1081935.750000 Penalty: 926.836182
	Iteration 20F: 3 clusters Score -1081936 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -1082006.125000 Penalty: 926.836182
	Iteration 21Q: 3 clusters Score -1082006 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -1082067.375000 Penalty: 926.836182
	Iteration 22Q: 3 clusters Score -1082067 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -1082114.750000 Penalty: 926.836182
	Iteration 23Q: 3 clusters Score -1082115 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -1082164.750000 Penalty: 926.836182
	Iteration 24Q: 3 clusters Score -1082165 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -1082226.500000 Penalty: 926.836182
	Iteration 25Q: 3 clusters Score -1082226 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -1082287.000000 Penalty: 926.836182
	Iteration 26Q: 3 clusters Score -1082287 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -1082339.875000 Penalty: 926.836182
	Iteration 27Q: 3 clusters Score -1082340 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -1082385.250000 Penalty: 926.836182
	Iteration 28Q: 3 clusters Score -1082385 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -1082423.250000 Penalty: 926.836182
	Iteration 29Q: 3 clusters Score -1082423 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -1082451.375000 Penalty: 926.836182
	Iteration 30Q: 3 clusters Score -1082451 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -1082482.125000 Penalty: 926.836182
	Iteration 31Q: 3 clusters Score -1082482 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -1082509.375000 Penalty: 926.836182
	Iteration 32Q: 3 clusters Score -1082509 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -1082535.500000 Penalty: 926.836182
	Iteration 33Q: 3 clusters Score -1082536 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -1082555.625000 Penalty: 926.836182
	Iteration 34Q: 3 clusters Score -1082556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -1082567.625000 Penalty: 926.836182
	Iteration 35Q: 3 clusters Score -1082568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -1082586.625000 Penalty: 926.836182
	Iteration 36Q: 3 clusters Score -1082587 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -1082604.375000 Penalty: 926.836182
	Iteration 37Q: 3 clusters Score -1082604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -1082613.125000 Penalty: 926.836182
	Iteration 38Q: 3 clusters Score -1082613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -1082620.250000 Penalty: 926.836182
	Iteration 39Q: 3 clusters Score -1082620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -1082628.250000 Penalty: 926.836182
	Iteration 40F: 3 clusters Score -1082628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -1082633.125000 Penalty: 926.836182
	Iteration 41Q: 3 clusters Score -1082633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -1082635.375000 Penalty: 926.836182
	Iteration 42Q: 3 clusters Score -1082635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -1082639.125000 Penalty: 926.836182
	Iteration 43Q: 3 clusters Score -1082639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -1082641.750000 Penalty: 926.836182
	Iteration 44Q: 3 clusters Score -1082642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -1082641.000000 Penalty: 926.836182
	Iteration 45Q: 3 clusters Score -1082641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -1082643.750000 Penalty: 926.836182
	Iteration 46Q: 3 clusters Score -1082644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -1082645.500000 Penalty: 926.836182
	Iteration 47Q: 3 clusters Score -1082646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -1082646.375000 Penalty: 926.836182
	Iteration 48Q: 3 clusters Score -1082646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -1082646.875000 Penalty: 926.836182
	Iteration 49Q: 3 clusters Score -1082647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -1082647.750000 Penalty: 926.836182
	Iteration 50Q: 3 clusters Score -1082648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -1082646.750000 Penalty: 926.836182
	Iteration 51Q: 3 clusters Score -1082647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -1082646.750000 Penalty: 926.836182
	Iteration 52F: 3 clusters Score -1082647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -85614.632812 Penalty: 347.163910
	Iteration 0F: 2 clusters Score -85614.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -84119.257812 Penalty: 694.327820
	Iteration 0F: 3 clusters Score -84119.26 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -84623.656250 Penalty: 694.327820
	Iteration 1F: 3 clusters Score -84623.66 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -84707.843750 Penalty: 694.327820
	Iteration 2F: 3 clusters Score -84707.84 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -84770.484375 Penalty: 694.327820
	Iteration 3F: 3 clusters Score -84770.48 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -84830.750000 Penalty: 694.327820
	Iteration 4Q: 3 clusters Score -84830.75 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -84902.390625 Penalty: 694.327820
	Iteration 5Q: 3 clusters Score -84902.39 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -84997.257812 Penalty: 694.327820
	Iteration 6F: 3 clusters Score -84997.26 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -85117.593750 Penalty: 694.327820
	Iteration 7F: 3 clusters Score -85117.59 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -85207.195312 Penalty: 694.327820
	Iteration 8Q: 3 clusters Score -85207.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -85255.328125 Penalty: 694.327820
	Iteration 9Q: 3 clusters Score -85255.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -85284.328125 Penalty: 694.327820
	Iteration 10Q: 3 clusters Score -85284.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -85296.726562 Penalty: 694.327820
	Iteration 11Q: 3 clusters Score -85296.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -85306.664062 Penalty: 694.327820
	Iteration 12Q: 3 clusters Score -85306.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -85316.460938 Penalty: 694.327820
	Iteration 13Q: 3 clusters Score -85316.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -85319.117188 Penalty: 694.327820
	Iteration 14Q: 3 clusters Score -85319.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -85319.640625 Penalty: 694.327820
	Iteration 15Q: 3 clusters Score -85319.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -85319.640625 Penalty: 694.327820
	Iteration 16F: 3 clusters Score -85319.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Entering Unmasked Estep 
Score: -287027.062500 Penalty: 404.875641
	Iteration 0F: 2 clusters Score -287027.1 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 3690 members 
Entering Unmasked Estep 
Score: -282114.625000 Penalty: 809.751282
	Iteration 0F: 3 clusters Score -282114.6 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -284154.968750 Penalty: 809.751282
	Iteration 1F: 3 clusters Score -284155 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -284424.500000 Penalty: 809.751282
	Iteration 2F: 3 clusters Score -284424.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -284677.031250 Penalty: 809.751282
	Iteration 3F: 3 clusters Score -284677 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -284922.781250 Penalty: 809.751282
	Iteration 4F: 3 clusters Score -284922.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -285198.718750 Penalty: 809.751282
	Iteration 5F: 3 clusters Score -285198.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -285479.625000 Penalty: 809.751282
	Iteration 6F: 3 clusters Score -285479.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -285707.531250 Penalty: 809.751282
	Iteration 7F: 3 clusters Score -285707.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -285882.250000 Penalty: 809.751282
	Iteration 8Q: 3 clusters Score -285882.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -286015.812500 Penalty: 809.751282
	Iteration 9Q: 3 clusters Score -286015.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -286115.031250 Penalty: 809.751282
	Iteration 10Q: 3 clusters Score -286115 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -286194.750000 Penalty: 809.751282
	Iteration 11Q: 3 clusters Score -286194.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -286260.000000 Penalty: 809.751282
	Iteration 12Q: 3 clusters Score -286260 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -286312.656250 Penalty: 809.751282
	Iteration 13Q: 3 clusters Score -286312.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -286362.125000 Penalty: 809.751282
	Iteration 14Q: 3 clusters Score -286362.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -286402.750000 Penalty: 809.751282
	Iteration 15Q: 3 clusters Score -286402.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -286445.125000 Penalty: 809.751282
	Iteration 16Q: 3 clusters Score -286445.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -286482.906250 Penalty: 809.751282
	Iteration 17Q: 3 clusters Score -286482.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -286519.937500 Penalty: 809.751282
	Iteration 18Q: 3 clusters Score -286519.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -286547.656250 Penalty: 809.751282
	Iteration 19Q: 3 clusters Score -286547.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -286565.125000 Penalty: 809.751282
	Iteration 20F: 3 clusters Score -286565.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -286576.156250 Penalty: 809.751282
	Iteration 21Q: 3 clusters Score -286576.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -286588.031250 Penalty: 809.751282
	Iteration 22Q: 3 clusters Score -286588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -286597.125000 Penalty: 809.751282
	Iteration 23Q: 3 clusters Score -286597.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -286608.875000 Penalty: 809.751282
	Iteration 24Q: 3 clusters Score -286608.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -286617.562500 Penalty: 809.751282
	Iteration 25Q: 3 clusters Score -286617.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -286623.937500 Penalty: 809.751282
	Iteration 26Q: 3 clusters Score -286623.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -286630.718750 Penalty: 809.751282
	Iteration 27Q: 3 clusters Score -286630.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -286637.812500 Penalty: 809.751282
	Iteration 28Q: 3 clusters Score -286637.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -286642.718750 Penalty: 809.751282
	Iteration 29Q: 3 clusters Score -286642.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -286644.781250 Penalty: 809.751282
	Iteration 30Q: 3 clusters Score -286644.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -286650.687500 Penalty: 809.751282
	Iteration 31Q: 3 clusters Score -286650.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -286656.531250 Penalty: 809.751282
	Iteration 32Q: 3 clusters Score -286656.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -286664.906250 Penalty: 809.751282
	Iteration 33Q: 3 clusters Score -286664.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -286669.312500 Penalty: 809.751282
	Iteration 34Q: 3 clusters Score -286669.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -286671.562500 Penalty: 809.751282
	Iteration 35Q: 3 clusters Score -286671.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -286674.312500 Penalty: 809.751282
	Iteration 36Q: 3 clusters Score -286674.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -286679.187500 Penalty: 809.751282
	Iteration 37Q: 3 clusters Score -286679.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -286683.687500 Penalty: 809.751282
	Iteration 38Q: 3 clusters Score -286683.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -286687.062500 Penalty: 809.751282
	Iteration 39Q: 3 clusters Score -286687.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -286689.031250 Penalty: 809.751282
	Iteration 40F: 3 clusters Score -286689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -286691.687500 Penalty: 809.751282
	Iteration 41Q: 3 clusters Score -286691.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -286695.406250 Penalty: 809.751282
	Iteration 42Q: 3 clusters Score -286695.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -286702.656250 Penalty: 809.751282
	Iteration 43Q: 3 clusters Score -286702.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -286710.281250 Penalty: 809.751282
	Iteration 44Q: 3 clusters Score -286710.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -286715.375000 Penalty: 809.751282
	Iteration 45Q: 3 clusters Score -286715.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -286720.718750 Penalty: 809.751282
	Iteration 46Q: 3 clusters Score -286720.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -286725.031250 Penalty: 809.751282
	Iteration 47Q: 3 clusters Score -286725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -286731.187500 Penalty: 809.751282
	Iteration 48Q: 3 clusters Score -286731.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -286736.750000 Penalty: 809.751282
	Iteration 49Q: 3 clusters Score -286736.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -286738.531250 Penalty: 809.751282
	Iteration 50Q: 3 clusters Score -286738.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -286740.937500 Penalty: 809.751282
	Iteration 51Q: 3 clusters Score -286740.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -286742.375000 Penalty: 809.751282
	Iteration 52Q: 3 clusters Score -286742.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -286742.875000 Penalty: 809.751282
	Iteration 53Q: 3 clusters Score -286742.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -286743.750000 Penalty: 809.751282
	Iteration 54Q: 3 clusters Score -286743.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -286744.875000 Penalty: 809.751282
	Iteration 55Q: 3 clusters Score -286744.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -286745.562500 Penalty: 809.751282
	Iteration 56Q: 3 clusters Score -286745.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -286745.375000 Penalty: 809.751282
	Iteration 57Q: 3 clusters Score -286745.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -286745.187500 Penalty: 809.751282
	Iteration 58Q: 3 clusters Score -286745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -286745.312500 Penalty: 809.751282
	Iteration 59Q: 3 clusters Score -286745.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -286745.312500 Penalty: 809.751282
	Iteration 60F: 3 clusters Score -286745.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (301095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301095 members 
Entering Unmasked Estep 
Score: -12482910.000000 Penalty: 573.990723
	Iteration 0F: 2 clusters Score -1.248291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150659 members 
Mstep: Class 2 contains 150436 members 
Entering Unmasked Estep 
Score: -12277764.000000 Penalty: 1147.981445
	Iteration 0F: 3 clusters Score -1.227776e+07 nChanged 148646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169515 members 
Mstep: Class 2 contains 131580 members 
Entering Unmasked Estep 
Score: -12377008.000000 Penalty: 1147.981445
	Iteration 1F: 3 clusters Score -1.237701e+07 nChanged 17874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180849 members 
Mstep: Class 2 contains 120246 members 
Entering Unmasked Estep 
Score: -12384883.000000 Penalty: 1147.981445
	Iteration 2F: 3 clusters Score -1.238488e+07 nChanged 19207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194704 members 
Mstep: Class 2 contains 106391 members 
Entering Unmasked Estep 
Score: -12394630.000000 Penalty: 1147.981445
	Iteration 3F: 3 clusters Score -1.239463e+07 nChanged 19916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211056 members 
Mstep: Class 2 contains 90039 members 
Entering Unmasked Estep 
Score: -12406247.000000 Penalty: 1147.981445
	Iteration 4F: 3 clusters Score -1.240625e+07 nChanged 20132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229516 members 
Mstep: Class 2 contains 71579 members 
Entering Unmasked Estep 
Score: -12419926.000000 Penalty: 1147.981445
	Iteration 5F: 3 clusters Score -1.241993e+07 nChanged 20261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249363 members 
Mstep: Class 2 contains 51732 members 
Entering Unmasked Estep 
Score: -12436339.000000 Penalty: 1147.981445
	Iteration 6F: 3 clusters Score -1.243634e+07 nChanged 19029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268366 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -12453278.000000 Penalty: 1147.981445
	Iteration 7F: 3 clusters Score -1.245328e+07 nChanged 15342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283708 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -12467528.000000 Penalty: 1147.981445
	Iteration 8F: 3 clusters Score -1.246753e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293429 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -12476607.000000 Penalty: 1147.981445
	Iteration 9Q: 3 clusters Score -1.247661e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298027 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -12480592.000000 Penalty: 1147.981445
	Iteration 10Q: 3 clusters Score -1.248059e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299732 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -12481861.000000 Penalty: 1147.981445
	Iteration 11Q: 3 clusters Score -1.248186e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300287 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -12482274.000000 Penalty: 1147.981445
	Iteration 12Q: 3 clusters Score -1.248227e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300486 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -12482475.000000 Penalty: 1147.981445
	Iteration 13Q: 3 clusters Score -1.248248e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300527 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -12482581.000000 Penalty: 1147.981445
	Iteration 14Q: 3 clusters Score -1.248258e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300510 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -12482742.000000 Penalty: 1147.981445
	Iteration 15Q: 3 clusters Score -1.248274e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300453 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -12482876.000000 Penalty: 1147.981445
	Iteration 16Q: 3 clusters Score -1.248288e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300408 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -12482947.000000 Penalty: 1147.981445
	Iteration 17Q: 3 clusters Score -1.248295e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300363 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -12482968.000000 Penalty: 1147.981445
	Iteration 18Q: 3 clusters Score -1.248297e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300324 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -12482997.000000 Penalty: 1147.981445
	Iteration 19Q: 3 clusters Score -1.2483e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300301 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -12482980.000000 Penalty: 1147.981445
	Iteration 20F: 3 clusters Score -1.248298e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300289 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -12482990.000000 Penalty: 1147.981445
	Iteration 21Q: 3 clusters Score -1.248299e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300281 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -12482999.000000 Penalty: 1147.981445
	Iteration 22Q: 3 clusters Score -1.2483e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300277 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -12482978.000000 Penalty: 1147.981445
	Iteration 23Q: 3 clusters Score -1.248298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300275 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -12482997.000000 Penalty: 1147.981445
	Iteration 24Q: 3 clusters Score -1.2483e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300274 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -12482996.000000 Penalty: 1147.981445
	Iteration 25Q: 3 clusters Score -1.2483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300269 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -12482999.000000 Penalty: 1147.981445
	Iteration 26Q: 3 clusters Score -1.2483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300264 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -12483000.000000 Penalty: 1147.981445
	Iteration 27Q: 3 clusters Score -1.2483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300263 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -12483000.000000 Penalty: 1147.981445
	Iteration 28Q: 3 clusters Score -1.2483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300264 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -12483005.000000 Penalty: 1147.981445
	Iteration 29Q: 3 clusters Score -1.2483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300260 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -12482998.000000 Penalty: 1147.981445
	Iteration 30Q: 3 clusters Score -1.2483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300258 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -12482995.000000 Penalty: 1147.981445
	Iteration 31Q: 3 clusters Score -1.2483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300259 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -12482995.000000 Penalty: 1147.981445
	Iteration 32Q: 3 clusters Score -1.2483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300259 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -12482995.000000 Penalty: 1147.981445
	Iteration 33F: 3 clusters Score -1.2483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159465 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2524 members 
Mstep: Class 7 contains 5842 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26503 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 300259 members 
Mstep: Class 16 contains 60076 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17617 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1448 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Mstep: Class 41 contains 836 members 
Entering Unmasked Estep 
Score: -28350146.000000 Penalty: 25185.738281
Splitting cluster 15 changes total score from -28350228.000000 to -28350146.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (60076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60076 members 
Entering Unmasked Estep 
Score: -2423698.250000 Penalty: 500.653137
	Iteration 0F: 2 clusters Score -2423698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -2383197.750000 Penalty: 1001.306274
	Iteration 0F: 3 clusters Score -2383198 nChanged 29200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -2400772.750000 Penalty: 1001.306274
	Iteration 1F: 3 clusters Score -2400773 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -2402138.500000 Penalty: 1001.306274
	Iteration 2F: 3 clusters Score -2402138 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -2404075.250000 Penalty: 1001.306274
	Iteration 3F: 3 clusters Score -2404075 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -2406382.500000 Penalty: 1001.306274
	Iteration 4F: 3 clusters Score -2406382 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -2408787.000000 Penalty: 1001.306274
	Iteration 5F: 3 clusters Score -2408787 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -2411188.750000 Penalty: 1001.306274
	Iteration 6F: 3 clusters Score -2411189 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -2413729.000000 Penalty: 1001.306274
	Iteration 7F: 3 clusters Score -2413729 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -2416162.000000 Penalty: 1001.306274
	Iteration 8F: 3 clusters Score -2416162 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -2418469.500000 Penalty: 1001.306274
	Iteration 9F: 3 clusters Score -2418470 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -2420382.750000 Penalty: 1001.306274
	Iteration 10Q: 3 clusters Score -2420383 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -2421741.750000 Penalty: 1001.306274
	Iteration 11Q: 3 clusters Score -2421742 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -2422527.500000 Penalty: 1001.306274
	Iteration 12Q: 3 clusters Score -2422528 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 58966 members 
Entering Unmasked Estep 
Score: -2422903.250000 Penalty: 1001.306274
	Iteration 13Q: 3 clusters Score -2422903 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -2423099.250000 Penalty: 1001.306274
	Iteration 14Q: 3 clusters Score -2423099 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 59499 members 
Entering Unmasked Estep 
Score: -2423195.500000 Penalty: 1001.306274
	Iteration 15Q: 3 clusters Score -2423196 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 59606 members 
Entering Unmasked Estep 
Score: -2423259.000000 Penalty: 1001.306274
	Iteration 16Q: 3 clusters Score -2423259 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -2423288.000000 Penalty: 1001.306274
	Iteration 17Q: 3 clusters Score -2423288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -2423310.500000 Penalty: 1001.306274
	Iteration 18Q: 3 clusters Score -2423310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -2423350.750000 Penalty: 1001.306274
	Iteration 19Q: 3 clusters Score -2423351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -2423371.500000 Penalty: 1001.306274
	Iteration 20F: 3 clusters Score -2423372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 59763 members 
Entering Unmasked Estep 
Score: -2423399.500000 Penalty: 1001.306274
	Iteration 21Q: 3 clusters Score -2423400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -2423419.750000 Penalty: 1001.306274
	Iteration 22Q: 3 clusters Score -2423420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -2423450.000000 Penalty: 1001.306274
	Iteration 23Q: 3 clusters Score -2423450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -2423470.500000 Penalty: 1001.306274
	Iteration 24Q: 3 clusters Score -2423470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -2423490.250000 Penalty: 1001.306274
	Iteration 25Q: 3 clusters Score -2423490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 59757 members 
Entering Unmasked Estep 
Score: -2423511.000000 Penalty: 1001.306274
	Iteration 26Q: 3 clusters Score -2423511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 59747 members 
Entering Unmasked Estep 
Score: -2423535.500000 Penalty: 1001.306274
	Iteration 27Q: 3 clusters Score -2423536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -2423548.500000 Penalty: 1001.306274
	Iteration 28Q: 3 clusters Score -2423548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -2423549.000000 Penalty: 1001.306274
	Iteration 29Q: 3 clusters Score -2423549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -2423554.500000 Penalty: 1001.306274
	Iteration 30Q: 3 clusters Score -2423554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -2423558.250000 Penalty: 1001.306274
	Iteration 31Q: 3 clusters Score -2423558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 59728 members 
Entering Unmasked Estep 
Score: -2423565.250000 Penalty: 1001.306274
	Iteration 32Q: 3 clusters Score -2423565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -2423566.500000 Penalty: 1001.306274
	Iteration 33Q: 3 clusters Score -2423566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -2423568.750000 Penalty: 1001.306274
	Iteration 34Q: 3 clusters Score -2423569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -2423564.000000 Penalty: 1001.306274
	Iteration 35Q: 3 clusters Score -2423564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -2423564.000000 Penalty: 1001.306274
	Iteration 36F: 3 clusters Score -2423564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -16281.796875 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -16281.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -15825.937500 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -15825.94 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -15945.141602 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -15945.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15971.420898 Penalty: 563.318665
	Iteration 2Q: 3 clusters Score -15971.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15978.706055 Penalty: 563.318665
	Iteration 3Q: 3 clusters Score -15978.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15981.473633 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -15981.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15984.478516 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -15984.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15990.801758 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -15990.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -16001.395508 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -16001.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -16014.725586 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -16014.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16028.216797 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -16028.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16066.109375 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -16066.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16118.886719 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -16118.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -16156.051758 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -16156.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -16174.359375 Penalty: 563.318665
	Iteration 13Q: 3 clusters Score -16174.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -16183.516602 Penalty: 563.318665
	Iteration 14Q: 3 clusters Score -16183.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -16190.804688 Penalty: 563.318665
	Iteration 15Q: 3 clusters Score -16190.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -16199.667969 Penalty: 563.318665
	Iteration 16Q: 3 clusters Score -16199.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -16213.305664 Penalty: 563.318665
	Iteration 17Q: 3 clusters Score -16213.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -16215.180664 Penalty: 563.318665
	Iteration 18Q: 3 clusters Score -16215.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -16215.180664 Penalty: 563.318665
	Iteration 19F: 3 clusters Score -16215.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -20547.830078 Penalty: 294.981384
	Iteration 0F: 2 clusters Score -20547.83 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 349 members 
Entering Unmasked Estep 
Score: -19928.939453 Penalty: 589.962769
	Iteration 0F: 3 clusters Score -19928.94 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -20148.492188 Penalty: 589.962769
	Iteration 1F: 3 clusters Score -20148.49 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -20219.312500 Penalty: 589.962769
	Iteration 2F: 3 clusters Score -20219.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -20281.511719 Penalty: 589.962769
	Iteration 3F: 3 clusters Score -20281.51 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -20320.003906 Penalty: 589.962769
	Iteration 4F: 3 clusters Score -20320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -20352.564453 Penalty: 589.962769
	Iteration 5Q: 3 clusters Score -20352.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -20364.527344 Penalty: 589.962769
	Iteration 6Q: 3 clusters Score -20364.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -20371.787109 Penalty: 589.962769
	Iteration 7Q: 3 clusters Score -20371.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -20380.488281 Penalty: 589.962769
	Iteration 8Q: 3 clusters Score -20380.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -20388.439453 Penalty: 589.962769
	Iteration 9Q: 3 clusters Score -20388.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -20392.570312 Penalty: 589.962769
	Iteration 10Q: 3 clusters Score -20392.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -20397.589844 Penalty: 589.962769
	Iteration 11Q: 3 clusters Score -20397.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -20408.015625 Penalty: 589.962769
	Iteration 12Q: 3 clusters Score -20408.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -20414.015625 Penalty: 589.962769
	Iteration 13Q: 3 clusters Score -20414.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -20416.476562 Penalty: 589.962769
	Iteration 14Q: 3 clusters Score -20416.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -20417.333984 Penalty: 589.962769
	Iteration 15Q: 3 clusters Score -20417.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -20418.865234 Penalty: 589.962769
	Iteration 16Q: 3 clusters Score -20418.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -20421.265625 Penalty: 589.962769
	Iteration 17Q: 3 clusters Score -20421.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -20421.830078 Penalty: 589.962769
	Iteration 18Q: 3 clusters Score -20421.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20422.443359 Penalty: 589.962769
	Iteration 19Q: 3 clusters Score -20422.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20422.443359 Penalty: 589.962769
	Iteration 20F: 3 clusters Score -20422.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Entering Unmasked Estep 
Score: -138600.812500 Penalty: 370.793732
	Iteration 0F: 2 clusters Score -138600.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -136226.656250 Penalty: 741.587463
	Iteration 0F: 3 clusters Score -136226.7 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -137084.890625 Penalty: 741.587463
	Iteration 1F: 3 clusters Score -137084.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -137234.812500 Penalty: 741.587463
	Iteration 2F: 3 clusters Score -137234.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -137389.093750 Penalty: 741.587463
	Iteration 3F: 3 clusters Score -137389.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -137564.546875 Penalty: 741.587463
	Iteration 4F: 3 clusters Score -137564.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -137742.484375 Penalty: 741.587463
	Iteration 5F: 3 clusters Score -137742.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -137917.031250 Penalty: 741.587463
	Iteration 6F: 3 clusters Score -137917 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -138043.375000 Penalty: 741.587463
	Iteration 7F: 3 clusters Score -138043.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -138155.328125 Penalty: 741.587463
	Iteration 8Q: 3 clusters Score -138155.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -138247.515625 Penalty: 741.587463
	Iteration 9Q: 3 clusters Score -138247.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -138308.062500 Penalty: 741.587463
	Iteration 10Q: 3 clusters Score -138308.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -138341.125000 Penalty: 741.587463
	Iteration 11Q: 3 clusters Score -138341.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -138357.375000 Penalty: 741.587463
	Iteration 12Q: 3 clusters Score -138357.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -138370.328125 Penalty: 741.587463
	Iteration 13Q: 3 clusters Score -138370.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -138382.046875 Penalty: 741.587463
	Iteration 14Q: 3 clusters Score -138382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -138394.140625 Penalty: 741.587463
	Iteration 15Q: 3 clusters Score -138394.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -138402.046875 Penalty: 741.587463
	Iteration 16Q: 3 clusters Score -138402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -138405.921875 Penalty: 741.587463
	Iteration 17Q: 3 clusters Score -138405.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -138411.718750 Penalty: 741.587463
	Iteration 18Q: 3 clusters Score -138411.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -138418.578125 Penalty: 741.587463
	Iteration 19Q: 3 clusters Score -138418.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -138425.453125 Penalty: 741.587463
	Iteration 20F: 3 clusters Score -138425.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -138429.125000 Penalty: 741.587463
	Iteration 21Q: 3 clusters Score -138429.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -138431.312500 Penalty: 741.587463
	Iteration 22Q: 3 clusters Score -138431.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -138431.937500 Penalty: 741.587463
	Iteration 23Q: 3 clusters Score -138431.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -138431.953125 Penalty: 741.587463
	Iteration 24Q: 3 clusters Score -138432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -138433.109375 Penalty: 741.587463
	Iteration 25Q: 3 clusters Score -138433.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -138434.390625 Penalty: 741.587463
	Iteration 26Q: 3 clusters Score -138434.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -138436.421875 Penalty: 741.587463
	Iteration 27Q: 3 clusters Score -138436.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -138438.000000 Penalty: 741.587463
	Iteration 28Q: 3 clusters Score -138438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -138438.203125 Penalty: 741.587463
	Iteration 29Q: 3 clusters Score -138438.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -138438.203125 Penalty: 741.587463
	Iteration 30F: 3 clusters Score -138438.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -44570.851562 Penalty: 326.100220
	Iteration 0F: 2 clusters Score -44570.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -43614.523438 Penalty: 652.200439
	Iteration 0F: 3 clusters Score -43614.52 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -44012.710938 Penalty: 652.200439
	Iteration 1F: 3 clusters Score -44012.71 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -44100.445312 Penalty: 652.200439
	Iteration 2F: 3 clusters Score -44100.45 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -44155.312500 Penalty: 652.200439
	Iteration 3F: 3 clusters Score -44155.31 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -44189.875000 Penalty: 652.200439
	Iteration 4Q: 3 clusters Score -44189.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -44218.058594 Penalty: 652.200439
	Iteration 5Q: 3 clusters Score -44218.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -44236.980469 Penalty: 652.200439
	Iteration 6Q: 3 clusters Score -44236.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -44248.921875 Penalty: 652.200439
	Iteration 7Q: 3 clusters Score -44248.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -44257.253906 Penalty: 652.200439
	Iteration 8Q: 3 clusters Score -44257.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -44264.289062 Penalty: 652.200439
	Iteration 9Q: 3 clusters Score -44264.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -44269.937500 Penalty: 652.200439
	Iteration 10Q: 3 clusters Score -44269.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -44275.738281 Penalty: 652.200439
	Iteration 11Q: 3 clusters Score -44275.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -44278.062500 Penalty: 652.200439
	Iteration 12Q: 3 clusters Score -44278.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -44280.023438 Penalty: 652.200439
	Iteration 13Q: 3 clusters Score -44280.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -44283.964844 Penalty: 652.200439
	Iteration 14Q: 3 clusters Score -44283.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -44286.042969 Penalty: 652.200439
	Iteration 15Q: 3 clusters Score -44286.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -44287.019531 Penalty: 652.200439
	Iteration 16Q: 3 clusters Score -44287.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -44289.523438 Penalty: 652.200439
	Iteration 17Q: 3 clusters Score -44289.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -44292.687500 Penalty: 652.200439
	Iteration 18Q: 3 clusters Score -44292.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -44296.214844 Penalty: 652.200439
	Iteration 19Q: 3 clusters Score -44296.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -44299.933594 Penalty: 652.200439
	Iteration 20F: 3 clusters Score -44299.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -44303.539062 Penalty: 652.200439
	Iteration 21Q: 3 clusters Score -44303.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44306.578125 Penalty: 652.200439
	Iteration 22Q: 3 clusters Score -44306.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44308.742188 Penalty: 652.200439
	Iteration 23Q: 3 clusters Score -44308.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44309.746094 Penalty: 652.200439
	Iteration 24Q: 3 clusters Score -44309.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44310.921875 Penalty: 652.200439
	Iteration 25Q: 3 clusters Score -44310.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44311.433594 Penalty: 652.200439
	Iteration 26Q: 3 clusters Score -44311.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -44312.410156 Penalty: 652.200439
	Iteration 27Q: 3 clusters Score -44312.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44314.929688 Penalty: 652.200439
	Iteration 28Q: 3 clusters Score -44314.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44317.199219 Penalty: 652.200439
	Iteration 29Q: 3 clusters Score -44317.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44318.925781 Penalty: 652.200439
	Iteration 30Q: 3 clusters Score -44318.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44320.265625 Penalty: 652.200439
	Iteration 31Q: 3 clusters Score -44320.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44322.199219 Penalty: 652.200439
	Iteration 32Q: 3 clusters Score -44322.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44324.582031 Penalty: 652.200439
	Iteration 33Q: 3 clusters Score -44324.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44325.917969 Penalty: 652.200439
	Iteration 34Q: 3 clusters Score -44325.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44326.375000 Penalty: 652.200439
	Iteration 35Q: 3 clusters Score -44326.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44328.316406 Penalty: 652.200439
	Iteration 36Q: 3 clusters Score -44328.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44328.382812 Penalty: 652.200439
	Iteration 37Q: 3 clusters Score -44328.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44328.382812 Penalty: 652.200439
	Iteration 38F: 3 clusters Score -44328.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Entering Unmasked Estep 
Score: -226753.328125 Penalty: 391.984558
	Iteration 0F: 2 clusters Score -226753.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -223027.375000 Penalty: 783.969116
	Iteration 0F: 3 clusters Score -223027.4 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -224418.890625 Penalty: 783.969116
	Iteration 1F: 3 clusters Score -224418.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -224557.140625 Penalty: 783.969116
	Iteration 2F: 3 clusters Score -224557.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -224734.171875 Penalty: 783.969116
	Iteration 3F: 3 clusters Score -224734.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -225008.046875 Penalty: 783.969116
	Iteration 4F: 3 clusters Score -225008 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -225385.640625 Penalty: 783.969116
	Iteration 5F: 3 clusters Score -225385.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -225809.781250 Penalty: 783.969116
	Iteration 6F: 3 clusters Score -225809.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -226092.875000 Penalty: 783.969116
	Iteration 7F: 3 clusters Score -226092.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -226262.359375 Penalty: 783.969116
	Iteration 8Q: 3 clusters Score -226262.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -226338.921875 Penalty: 783.969116
	Iteration 9Q: 3 clusters Score -226338.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -226385.484375 Penalty: 783.969116
	Iteration 10Q: 3 clusters Score -226385.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -226419.468750 Penalty: 783.969116
	Iteration 11Q: 3 clusters Score -226419.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -226436.203125 Penalty: 783.969116
	Iteration 12Q: 3 clusters Score -226436.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -226452.609375 Penalty: 783.969116
	Iteration 13Q: 3 clusters Score -226452.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -226464.562500 Penalty: 783.969116
	Iteration 14Q: 3 clusters Score -226464.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -226477.296875 Penalty: 783.969116
	Iteration 15Q: 3 clusters Score -226477.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -226495.000000 Penalty: 783.969116
	Iteration 16Q: 3 clusters Score -226495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -226503.125000 Penalty: 783.969116
	Iteration 17Q: 3 clusters Score -226503.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -226509.406250 Penalty: 783.969116
	Iteration 18Q: 3 clusters Score -226509.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -226516.984375 Penalty: 783.969116
	Iteration 19Q: 3 clusters Score -226517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -226520.218750 Penalty: 783.969116
	Iteration 20F: 3 clusters Score -226520.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -226520.890625 Penalty: 783.969116
	Iteration 21Q: 3 clusters Score -226520.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -226521.531250 Penalty: 783.969116
	Iteration 22Q: 3 clusters Score -226521.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -226523.031250 Penalty: 783.969116
	Iteration 23Q: 3 clusters Score -226523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -226524.921875 Penalty: 783.969116
	Iteration 24Q: 3 clusters Score -226524.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -226527.453125 Penalty: 783.969116
	Iteration 25Q: 3 clusters Score -226527.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -226531.656250 Penalty: 783.969116
	Iteration 26Q: 3 clusters Score -226531.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -226534.687500 Penalty: 783.969116
	Iteration 27Q: 3 clusters Score -226534.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -226546.937500 Penalty: 783.969116
	Iteration 28Q: 3 clusters Score -226546.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -226557.968750 Penalty: 783.969116
	Iteration 29Q: 3 clusters Score -226558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -226570.453125 Penalty: 783.969116
	Iteration 30Q: 3 clusters Score -226570.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -226582.750000 Penalty: 783.969116
	Iteration 31Q: 3 clusters Score -226582.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -226593.109375 Penalty: 783.969116
	Iteration 32Q: 3 clusters Score -226593.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -226601.968750 Penalty: 783.969116
	Iteration 33Q: 3 clusters Score -226602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -226611.203125 Penalty: 783.969116
	Iteration 34Q: 3 clusters Score -226611.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -226613.406250 Penalty: 783.969116
	Iteration 35Q: 3 clusters Score -226613.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -226615.062500 Penalty: 783.969116
	Iteration 36Q: 3 clusters Score -226615.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -226616.218750 Penalty: 783.969116
	Iteration 37Q: 3 clusters Score -226616.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -226616.078125 Penalty: 783.969116
	Iteration 38Q: 3 clusters Score -226616.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -226616.406250 Penalty: 783.969116
	Iteration 39Q: 3 clusters Score -226616.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -226617.546875 Penalty: 783.969116
	Iteration 40F: 3 clusters Score -226617.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -226617.796875 Penalty: 783.969116
	Iteration 41Q: 3 clusters Score -226617.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -226619.187500 Penalty: 783.969116
	Iteration 42Q: 3 clusters Score -226619.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -226620.640625 Penalty: 783.969116
	Iteration 43Q: 3 clusters Score -226620.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -226622.000000 Penalty: 783.969116
	Iteration 44Q: 3 clusters Score -226622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -226622.531250 Penalty: 783.969116
	Iteration 45Q: 3 clusters Score -226622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -226622.531250 Penalty: 783.969116
	Iteration 46F: 3 clusters Score -226622.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Entering Unmasked Estep 
Score: -706852.375000 Penalty: 444.836212
	Iteration 0F: 2 clusters Score -706852.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -695218.125000 Penalty: 889.672424
	Iteration 0F: 3 clusters Score -695218.1 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -700521.062500 Penalty: 889.672424
	Iteration 1F: 3 clusters Score -700521.1 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -701322.937500 Penalty: 889.672424
	Iteration 2F: 3 clusters Score -701322.9 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -702338.250000 Penalty: 889.672424
	Iteration 3F: 3 clusters Score -702338.2 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -703326.000000 Penalty: 889.672424
	Iteration 4F: 3 clusters Score -703326 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -704178.875000 Penalty: 889.672424
	Iteration 5F: 3 clusters Score -704178.9 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -704728.750000 Penalty: 889.672424
	Iteration 6Q: 3 clusters Score -704728.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -705008.625000 Penalty: 889.672424
	Iteration 7Q: 3 clusters Score -705008.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -705164.562500 Penalty: 889.672424
	Iteration 8Q: 3 clusters Score -705164.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -705269.687500 Penalty: 889.672424
	Iteration 9Q: 3 clusters Score -705269.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -705334.750000 Penalty: 889.672424
	Iteration 10Q: 3 clusters Score -705334.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -705386.187500 Penalty: 889.672424
	Iteration 11Q: 3 clusters Score -705386.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -705430.437500 Penalty: 889.672424
	Iteration 12Q: 3 clusters Score -705430.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -705465.062500 Penalty: 889.672424
	Iteration 13Q: 3 clusters Score -705465.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -705498.000000 Penalty: 889.672424
	Iteration 14Q: 3 clusters Score -705498 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -705528.625000 Penalty: 889.672424
	Iteration 15Q: 3 clusters Score -705528.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -705549.812500 Penalty: 889.672424
	Iteration 16Q: 3 clusters Score -705549.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -705572.437500 Penalty: 889.672424
	Iteration 17Q: 3 clusters Score -705572.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -705585.812500 Penalty: 889.672424
	Iteration 18Q: 3 clusters Score -705585.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -705612.562500 Penalty: 889.672424
	Iteration 19Q: 3 clusters Score -705612.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -705638.375000 Penalty: 889.672424
	Iteration 20F: 3 clusters Score -705638.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -705680.562500 Penalty: 889.672424
	Iteration 21Q: 3 clusters Score -705680.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -705725.375000 Penalty: 889.672424
	Iteration 22Q: 3 clusters Score -705725.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -705765.812500 Penalty: 889.672424
	Iteration 23Q: 3 clusters Score -705765.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -705811.875000 Penalty: 889.672424
	Iteration 24Q: 3 clusters Score -705811.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -705861.187500 Penalty: 889.672424
	Iteration 25Q: 3 clusters Score -705861.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -705912.250000 Penalty: 889.672424
	Iteration 26Q: 3 clusters Score -705912.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -705967.250000 Penalty: 889.672424
	Iteration 27Q: 3 clusters Score -705967.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -706028.125000 Penalty: 889.672424
	Iteration 28Q: 3 clusters Score -706028.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -706085.500000 Penalty: 889.672424
	Iteration 29Q: 3 clusters Score -706085.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -706144.875000 Penalty: 889.672424
	Iteration 30Q: 3 clusters Score -706144.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -706203.750000 Penalty: 889.672424
	Iteration 31Q: 3 clusters Score -706203.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -706259.500000 Penalty: 889.672424
	Iteration 32Q: 3 clusters Score -706259.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -706316.312500 Penalty: 889.672424
	Iteration 33Q: 3 clusters Score -706316.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -706365.312500 Penalty: 889.672424
	Iteration 34Q: 3 clusters Score -706365.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -706409.562500 Penalty: 889.672424
	Iteration 35Q: 3 clusters Score -706409.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -706439.187500 Penalty: 889.672424
	Iteration 36Q: 3 clusters Score -706439.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -706466.250000 Penalty: 889.672424
	Iteration 37Q: 3 clusters Score -706466.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -706494.875000 Penalty: 889.672424
	Iteration 38Q: 3 clusters Score -706494.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -706513.875000 Penalty: 889.672424
	Iteration 39Q: 3 clusters Score -706513.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -706530.625000 Penalty: 889.672424
	Iteration 40F: 3 clusters Score -706530.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -706543.875000 Penalty: 889.672424
	Iteration 41Q: 3 clusters Score -706543.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -706552.500000 Penalty: 889.672424
	Iteration 42Q: 3 clusters Score -706552.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -706559.437500 Penalty: 889.672424
	Iteration 43Q: 3 clusters Score -706559.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -706563.875000 Penalty: 889.672424
	Iteration 44Q: 3 clusters Score -706563.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -706566.375000 Penalty: 889.672424
	Iteration 45Q: 3 clusters Score -706566.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -706571.187500 Penalty: 889.672424
	Iteration 46Q: 3 clusters Score -706571.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -706574.062500 Penalty: 889.672424
	Iteration 47Q: 3 clusters Score -706574.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -706577.625000 Penalty: 889.672424
	Iteration 48Q: 3 clusters Score -706577.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -706579.750000 Penalty: 889.672424
	Iteration 49Q: 3 clusters Score -706579.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -706584.250000 Penalty: 889.672424
	Iteration 50Q: 3 clusters Score -706584.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -706586.875000 Penalty: 889.672424
	Iteration 51Q: 3 clusters Score -706586.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -706589.812500 Penalty: 889.672424
	Iteration 52Q: 3 clusters Score -706589.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -706591.312500 Penalty: 889.672424
	Iteration 53Q: 3 clusters Score -706591.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -706593.125000 Penalty: 889.672424
	Iteration 54Q: 3 clusters Score -706593.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -706595.375000 Penalty: 889.672424
	Iteration 55Q: 3 clusters Score -706595.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -706598.000000 Penalty: 889.672424
	Iteration 56Q: 3 clusters Score -706598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -706599.812500 Penalty: 889.672424
	Iteration 57Q: 3 clusters Score -706599.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -706603.000000 Penalty: 889.672424
	Iteration 58Q: 3 clusters Score -706603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -706603.312500 Penalty: 889.672424
	Iteration 59Q: 3 clusters Score -706603.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -706603.687500 Penalty: 889.672424
	Iteration 60F: 3 clusters Score -706603.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -706603.312500 Penalty: 889.672424
	Iteration 61Q: 3 clusters Score -706603.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -706603.375000 Penalty: 889.672424
	Iteration 62Q: 3 clusters Score -706603.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -706603.312500 Penalty: 889.672424
	Iteration 63Q: 3 clusters Score -706603.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -706603.687500 Penalty: 889.672424
	Iteration 64Q: 3 clusters Score -706603.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -706603.687500 Penalty: 889.672424
	Iteration 65F: 3 clusters Score -706603.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -33019.234375 Penalty: 310.804779
	Iteration 0F: 2 clusters Score -33019.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -32264.003906 Penalty: 621.609558
	Iteration 0F: 3 clusters Score -32264 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -32507.740234 Penalty: 621.609558
	Iteration 1F: 3 clusters Score -32507.74 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -32560.621094 Penalty: 621.609558
	Iteration 2F: 3 clusters Score -32560.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -32592.361328 Penalty: 621.609558
	Iteration 3F: 3 clusters Score -32592.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -32610.527344 Penalty: 621.609558
	Iteration 4Q: 3 clusters Score -32610.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -32626.894531 Penalty: 621.609558
	Iteration 5Q: 3 clusters Score -32626.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -32637.449219 Penalty: 621.609558
	Iteration 6Q: 3 clusters Score -32637.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -32646.125000 Penalty: 621.609558
	Iteration 7Q: 3 clusters Score -32646.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -32655.773438 Penalty: 621.609558
	Iteration 8Q: 3 clusters Score -32655.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -32660.951172 Penalty: 621.609558
	Iteration 9Q: 3 clusters Score -32660.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -32664.357422 Penalty: 621.609558
	Iteration 10Q: 3 clusters Score -32664.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -32665.607422 Penalty: 621.609558
	Iteration 11Q: 3 clusters Score -32665.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -32666.871094 Penalty: 621.609558
	Iteration 12Q: 3 clusters Score -32666.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -32668.466797 Penalty: 621.609558
	Iteration 13Q: 3 clusters Score -32668.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -32669.804688 Penalty: 621.609558
	Iteration 14Q: 3 clusters Score -32669.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -32670.986328 Penalty: 621.609558
	Iteration 15Q: 3 clusters Score -32670.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -32671.287109 Penalty: 621.609558
	Iteration 16Q: 3 clusters Score -32671.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -32671.287109 Penalty: 621.609558
	Iteration 17F: 3 clusters Score -32671.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -73116.070312 Penalty: 345.613007
	Iteration 0F: 2 clusters Score -73116.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -71671.312500 Penalty: 691.226013
	Iteration 0F: 3 clusters Score -71671.31 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -72192.835938 Penalty: 691.226013
	Iteration 1F: 3 clusters Score -72192.84 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -72289.312500 Penalty: 691.226013
	Iteration 2F: 3 clusters Score -72289.31 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -72385.304688 Penalty: 691.226013
	Iteration 3F: 3 clusters Score -72385.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -72493.625000 Penalty: 691.226013
	Iteration 4F: 3 clusters Score -72493.62 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -72637.710938 Penalty: 691.226013
	Iteration 5F: 3 clusters Score -72637.71 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -72819.398438 Penalty: 691.226013
	Iteration 6F: 3 clusters Score -72819.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -72991.992188 Penalty: 691.226013
	Iteration 7F: 3 clusters Score -72991.99 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -73128.859375 Penalty: 691.226013
	Iteration 8Q: 3 clusters Score -73128.86 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -73201.992188 Penalty: 691.226013
	Iteration 9Q: 3 clusters Score -73201.99 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -73252.367188 Penalty: 691.226013
	Iteration 10Q: 3 clusters Score -73252.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -73286.320312 Penalty: 691.226013
	Iteration 11Q: 3 clusters Score -73286.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -73301.296875 Penalty: 691.226013
	Iteration 12Q: 3 clusters Score -73301.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -73310.187500 Penalty: 691.226013
	Iteration 13Q: 3 clusters Score -73310.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -73311.578125 Penalty: 691.226013
	Iteration 14Q: 3 clusters Score -73311.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -73311.601562 Penalty: 691.226013
	Iteration 15Q: 3 clusters Score -73311.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -73311.601562 Penalty: 691.226013
	Iteration 16F: 3 clusters Score -73311.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159465 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2524 members 
Mstep: Class 7 contains 5842 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26503 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301095 members 
Mstep: Class 16 contains 60076 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17617 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1190 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1448 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Mstep: Class 41 contains 800 members 
Entering Unmasked Estep 
Score: -28350214.000000 Penalty: 25185.738281
Splitting cluster 24 changes total score from -28350228.000000 to -28350214.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -30479.718750 Penalty: 309.051666
	Iteration 0F: 2 clusters Score -30479.72 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 441 members 
Entering Unmasked Estep 
Score: -29774.708984 Penalty: 618.103333
	Iteration 0F: 3 clusters Score -29774.71 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -30053.101562 Penalty: 618.103333
	Iteration 1F: 3 clusters Score -30053.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -30138.808594 Penalty: 618.103333
	Iteration 2F: 3 clusters Score -30138.81 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30191.503906 Penalty: 618.103333
	Iteration 3F: 3 clusters Score -30191.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30236.884766 Penalty: 618.103333
	Iteration 4Q: 3 clusters Score -30236.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30274.808594 Penalty: 618.103333
	Iteration 5Q: 3 clusters Score -30274.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30303.148438 Penalty: 618.103333
	Iteration 6Q: 3 clusters Score -30303.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30324.224609 Penalty: 618.103333
	Iteration 7Q: 3 clusters Score -30324.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -30341.572266 Penalty: 618.103333
	Iteration 8Q: 3 clusters Score -30341.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -30366.007812 Penalty: 618.103333
	Iteration 9Q: 3 clusters Score -30366.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -30381.271484 Penalty: 618.103333
	Iteration 10Q: 3 clusters Score -30381.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -30391.732422 Penalty: 618.103333
	Iteration 11Q: 3 clusters Score -30391.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -30394.197266 Penalty: 618.103333
	Iteration 12Q: 3 clusters Score -30394.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -30394.197266 Penalty: 618.103333
	Iteration 13F: 3 clusters Score -30394.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Entering Unmasked Estep 
Score: -57160.230469 Penalty: 331.146210
	Iteration 0F: 2 clusters Score -57160.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -56063.886719 Penalty: 662.292419
	Iteration 0F: 3 clusters Score -56063.89 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -56469.417969 Penalty: 662.292419
	Iteration 1F: 3 clusters Score -56469.42 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -56650.589844 Penalty: 662.292419
	Iteration 2F: 3 clusters Score -56650.59 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -56802.988281 Penalty: 662.292419
	Iteration 3F: 3 clusters Score -56802.99 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -56905.027344 Penalty: 662.292419
	Iteration 4F: 3 clusters Score -56905.03 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -56964.015625 Penalty: 662.292419
	Iteration 5Q: 3 clusters Score -56964.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -56988.972656 Penalty: 662.292419
	Iteration 6Q: 3 clusters Score -56988.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -57003.335938 Penalty: 662.292419
	Iteration 7Q: 3 clusters Score -57003.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -57011.113281 Penalty: 662.292419
	Iteration 8Q: 3 clusters Score -57011.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -57015.941406 Penalty: 662.292419
	Iteration 9Q: 3 clusters Score -57015.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -57019.507812 Penalty: 662.292419
	Iteration 10Q: 3 clusters Score -57019.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -57020.968750 Penalty: 662.292419
	Iteration 11Q: 3 clusters Score -57020.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -57020.968750 Penalty: 662.292419
	Iteration 12F: 3 clusters Score -57020.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Entering Unmasked Estep 
Score: -146719.890625 Penalty: 373.967102
	Iteration 0F: 2 clusters Score -146719.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -144152.000000 Penalty: 747.934204
	Iteration 0F: 3 clusters Score -144152 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -145249.109375 Penalty: 747.934204
	Iteration 1F: 3 clusters Score -145249.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -145517.390625 Penalty: 747.934204
	Iteration 2F: 3 clusters Score -145517.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -145777.359375 Penalty: 747.934204
	Iteration 3F: 3 clusters Score -145777.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -146018.921875 Penalty: 747.934204
	Iteration 4F: 3 clusters Score -146018.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -146203.468750 Penalty: 747.934204
	Iteration 5F: 3 clusters Score -146203.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -146319.765625 Penalty: 747.934204
	Iteration 6Q: 3 clusters Score -146319.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -146391.562500 Penalty: 747.934204
	Iteration 7Q: 3 clusters Score -146391.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -146438.828125 Penalty: 747.934204
	Iteration 8Q: 3 clusters Score -146438.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -146458.140625 Penalty: 747.934204
	Iteration 9Q: 3 clusters Score -146458.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -146466.687500 Penalty: 747.934204
	Iteration 10Q: 3 clusters Score -146466.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -146471.453125 Penalty: 747.934204
	Iteration 11Q: 3 clusters Score -146471.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -146474.062500 Penalty: 747.934204
	Iteration 12Q: 3 clusters Score -146474.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -146477.984375 Penalty: 747.934204
	Iteration 13Q: 3 clusters Score -146478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -146483.609375 Penalty: 747.934204
	Iteration 14Q: 3 clusters Score -146483.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -146487.296875 Penalty: 747.934204
	Iteration 15Q: 3 clusters Score -146487.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -146489.406250 Penalty: 747.934204
	Iteration 16Q: 3 clusters Score -146489.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -146490.453125 Penalty: 747.934204
	Iteration 17Q: 3 clusters Score -146490.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -146491.671875 Penalty: 747.934204
	Iteration 18Q: 3 clusters Score -146491.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -146491.765625 Penalty: 747.934204
	Iteration 19Q: 3 clusters Score -146491.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -146491.921875 Penalty: 747.934204
	Iteration 20F: 3 clusters Score -146491.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -146492.140625 Penalty: 747.934204
	Iteration 21Q: 3 clusters Score -146492.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -146493.187500 Penalty: 747.934204
	Iteration 22Q: 3 clusters Score -146493.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -146495.734375 Penalty: 747.934204
	Iteration 23Q: 3 clusters Score -146495.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -146496.546875 Penalty: 747.934204
	Iteration 24Q: 3 clusters Score -146496.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -146496.968750 Penalty: 747.934204
	Iteration 25Q: 3 clusters Score -146497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -146498.312500 Penalty: 747.934204
	Iteration 26Q: 3 clusters Score -146498.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -146499.234375 Penalty: 747.934204
	Iteration 27Q: 3 clusters Score -146499.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -146500.171875 Penalty: 747.934204
	Iteration 28Q: 3 clusters Score -146500.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -146500.046875 Penalty: 747.934204
	Iteration 29Q: 3 clusters Score -146500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -146500.468750 Penalty: 747.934204
	Iteration 30Q: 3 clusters Score -146500.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -146500.468750 Penalty: 747.934204
	Iteration 31F: 3 clusters Score -146500.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Entering Unmasked Estep 
Score: -129173.984375 Penalty: 369.432617
	Iteration 0F: 2 clusters Score -129174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -126872.453125 Penalty: 738.865234
	Iteration 0F: 3 clusters Score -126872.5 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -127750.695312 Penalty: 738.865234
	Iteration 1F: 3 clusters Score -127750.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -128033.500000 Penalty: 738.865234
	Iteration 2F: 3 clusters Score -128033.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -128445.304688 Penalty: 738.865234
	Iteration 3F: 3 clusters Score -128445.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -128786.085938 Penalty: 738.865234
	Iteration 4F: 3 clusters Score -128786.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -129060.257812 Penalty: 738.865234
	Iteration 5F: 3 clusters Score -129060.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -129196.312500 Penalty: 738.865234
	Iteration 6Q: 3 clusters Score -129196.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -129255.203125 Penalty: 738.865234
	Iteration 7Q: 3 clusters Score -129255.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -129283.585938 Penalty: 738.865234
	Iteration 8Q: 3 clusters Score -129283.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -129297.992188 Penalty: 738.865234
	Iteration 9Q: 3 clusters Score -129298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -129307.101562 Penalty: 738.865234
	Iteration 10Q: 3 clusters Score -129307.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -129311.242188 Penalty: 738.865234
	Iteration 11Q: 3 clusters Score -129311.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -129315.054688 Penalty: 738.865234
	Iteration 12Q: 3 clusters Score -129315.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -129316.406250 Penalty: 738.865234
	Iteration 13Q: 3 clusters Score -129316.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -129319.023438 Penalty: 738.865234
	Iteration 14Q: 3 clusters Score -129319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -129320.515625 Penalty: 738.865234
	Iteration 15Q: 3 clusters Score -129320.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -129321.687500 Penalty: 738.865234
	Iteration 16Q: 3 clusters Score -129321.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -129322.554688 Penalty: 738.865234
	Iteration 17Q: 3 clusters Score -129322.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -129323.390625 Penalty: 738.865234
	Iteration 18Q: 3 clusters Score -129323.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -129325.375000 Penalty: 738.865234
	Iteration 19Q: 3 clusters Score -129325.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -129326.257812 Penalty: 738.865234
	Iteration 20F: 3 clusters Score -129326.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -129326.585938 Penalty: 738.865234
	Iteration 21Q: 3 clusters Score -129326.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -129327.273438 Penalty: 738.865234
	Iteration 22Q: 3 clusters Score -129327.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -129328.671875 Penalty: 738.865234
	Iteration 23Q: 3 clusters Score -129328.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -129329.734375 Penalty: 738.865234
	Iteration 24Q: 3 clusters Score -129329.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -129330.843750 Penalty: 738.865234
	Iteration 25Q: 3 clusters Score -129330.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -129332.406250 Penalty: 738.865234
	Iteration 26Q: 3 clusters Score -129332.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -129334.304688 Penalty: 738.865234
	Iteration 27Q: 3 clusters Score -129334.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -129339.539062 Penalty: 738.865234
	Iteration 28Q: 3 clusters Score -129339.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -129343.804688 Penalty: 738.865234
	Iteration 29Q: 3 clusters Score -129343.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -129345.195312 Penalty: 738.865234
	Iteration 30Q: 3 clusters Score -129345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -129346.070312 Penalty: 738.865234
	Iteration 31Q: 3 clusters Score -129346.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -129347.140625 Penalty: 738.865234
	Iteration 32Q: 3 clusters Score -129347.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -129347.304688 Penalty: 738.865234
	Iteration 33Q: 3 clusters Score -129347.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -129347.304688 Penalty: 738.865234
	Iteration 34F: 3 clusters Score -129347.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159465 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2524 members 
Mstep: Class 7 contains 5842 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26503 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301095 members 
Mstep: Class 16 contains 60076 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17617 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1448 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 904 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Mstep: Class 41 contains 2455 members 
Entering Unmasked Estep 
Score: -28350144.000000 Penalty: 25185.738281
Splitting cluster 28 changes total score from -28350228.000000 to -28350144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (7173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Entering Unmasked Estep 
Score: -279615.000000 Penalty: 403.952606
	Iteration 0F: 2 clusters Score -279615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -274873.718750 Penalty: 807.905212
	Iteration 0F: 3 clusters Score -274873.7 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -276955.406250 Penalty: 807.905212
	Iteration 1F: 3 clusters Score -276955.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -277298.062500 Penalty: 807.905212
	Iteration 2F: 3 clusters Score -277298.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -277565.281250 Penalty: 807.905212
	Iteration 3F: 3 clusters Score -277565.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -277744.781250 Penalty: 807.905212
	Iteration 4F: 3 clusters Score -277744.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -277869.656250 Penalty: 807.905212
	Iteration 5Q: 3 clusters Score -277869.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -277967.125000 Penalty: 807.905212
	Iteration 6Q: 3 clusters Score -277967.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -278046.062500 Penalty: 807.905212
	Iteration 7Q: 3 clusters Score -278046.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -278134.531250 Penalty: 807.905212
	Iteration 8Q: 3 clusters Score -278134.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -278238.906250 Penalty: 807.905212
	Iteration 9Q: 3 clusters Score -278238.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -278343.937500 Penalty: 807.905212
	Iteration 10Q: 3 clusters Score -278343.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -278439.500000 Penalty: 807.905212
	Iteration 11Q: 3 clusters Score -278439.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -278529.437500 Penalty: 807.905212
	Iteration 12Q: 3 clusters Score -278529.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -278630.125000 Penalty: 807.905212
	Iteration 13Q: 3 clusters Score -278630.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -278727.000000 Penalty: 807.905212
	Iteration 14Q: 3 clusters Score -278727 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -278821.187500 Penalty: 807.905212
	Iteration 15Q: 3 clusters Score -278821.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -278889.218750 Penalty: 807.905212
	Iteration 16Q: 3 clusters Score -278889.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -278948.937500 Penalty: 807.905212
	Iteration 17Q: 3 clusters Score -278948.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -278992.093750 Penalty: 807.905212
	Iteration 18Q: 3 clusters Score -278992.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -279029.125000 Penalty: 807.905212
	Iteration 19Q: 3 clusters Score -279029.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -279071.593750 Penalty: 807.905212
	Iteration 20F: 3 clusters Score -279071.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -279122.687500 Penalty: 807.905212
	Iteration 21Q: 3 clusters Score -279122.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -279159.250000 Penalty: 807.905212
	Iteration 22Q: 3 clusters Score -279159.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -279187.031250 Penalty: 807.905212
	Iteration 23Q: 3 clusters Score -279187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -279215.156250 Penalty: 807.905212
	Iteration 24Q: 3 clusters Score -279215.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -279241.968750 Penalty: 807.905212
	Iteration 25Q: 3 clusters Score -279242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -279257.343750 Penalty: 807.905212
	Iteration 26Q: 3 clusters Score -279257.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -279273.125000 Penalty: 807.905212
	Iteration 27Q: 3 clusters Score -279273.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -279280.156250 Penalty: 807.905212
	Iteration 28Q: 3 clusters Score -279280.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -279282.500000 Penalty: 807.905212
	Iteration 29Q: 3 clusters Score -279282.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -279287.187500 Penalty: 807.905212
	Iteration 30Q: 3 clusters Score -279287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -279288.625000 Penalty: 807.905212
	Iteration 31Q: 3 clusters Score -279288.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -279288.625000 Penalty: 807.905212
	Iteration 32F: 3 clusters Score -279288.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (36019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Entering Unmasked Estep 
Score: -1555504.375000 Penalty: 477.377014
	Iteration 0F: 2 clusters Score -1555504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -1531360.750000 Penalty: 954.754028
	Iteration 0F: 3 clusters Score -1531361 nChanged 17494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1543252.875000 Penalty: 954.754028
	Iteration 1F: 3 clusters Score -1543253 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1545478.375000 Penalty: 954.754028
	Iteration 2F: 3 clusters Score -1545478 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1548344.375000 Penalty: 954.754028
	Iteration 3F: 3 clusters Score -1548344 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1550942.000000 Penalty: 954.754028
	Iteration 4F: 3 clusters Score -1550942 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1552703.125000 Penalty: 954.754028
	Iteration 5Q: 3 clusters Score -1552703 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1553655.500000 Penalty: 954.754028
	Iteration 6Q: 3 clusters Score -1553656 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1554055.375000 Penalty: 954.754028
	Iteration 7Q: 3 clusters Score -1554055 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1554275.500000 Penalty: 954.754028
	Iteration 8Q: 3 clusters Score -1554276 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1554409.000000 Penalty: 954.754028
	Iteration 9Q: 3 clusters Score -1554409 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1554512.750000 Penalty: 954.754028
	Iteration 10Q: 3 clusters Score -1554513 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1554596.875000 Penalty: 954.754028
	Iteration 11Q: 3 clusters Score -1554597 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1554659.500000 Penalty: 954.754028
	Iteration 12Q: 3 clusters Score -1554660 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1554688.125000 Penalty: 954.754028
	Iteration 13Q: 3 clusters Score -1554688 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1554727.125000 Penalty: 954.754028
	Iteration 14Q: 3 clusters Score -1554727 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1554763.875000 Penalty: 954.754028
	Iteration 15Q: 3 clusters Score -1554764 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1554791.250000 Penalty: 954.754028
	Iteration 16Q: 3 clusters Score -1554791 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1554824.875000 Penalty: 954.754028
	Iteration 17Q: 3 clusters Score -1554825 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1554861.375000 Penalty: 954.754028
	Iteration 18Q: 3 clusters Score -1554861 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1554890.375000 Penalty: 954.754028
	Iteration 19Q: 3 clusters Score -1554890 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1554916.250000 Penalty: 954.754028
	Iteration 20F: 3 clusters Score -1554916 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1554939.625000 Penalty: 954.754028
	Iteration 21Q: 3 clusters Score -1554940 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1554970.500000 Penalty: 954.754028
	Iteration 22Q: 3 clusters Score -1554970 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1554990.500000 Penalty: 954.754028
	Iteration 23Q: 3 clusters Score -1554990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1555005.750000 Penalty: 954.754028
	Iteration 24Q: 3 clusters Score -1555006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1555014.000000 Penalty: 954.754028
	Iteration 25Q: 3 clusters Score -1555014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1555024.000000 Penalty: 954.754028
	Iteration 26Q: 3 clusters Score -1555024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1555034.000000 Penalty: 954.754028
	Iteration 27Q: 3 clusters Score -1555034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1555042.000000 Penalty: 954.754028
	Iteration 28Q: 3 clusters Score -1555042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1555050.000000 Penalty: 954.754028
	Iteration 29Q: 3 clusters Score -1555050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1555051.375000 Penalty: 954.754028
	Iteration 30Q: 3 clusters Score -1555051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1555053.625000 Penalty: 954.754028
	Iteration 31Q: 3 clusters Score -1555054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1555053.625000 Penalty: 954.754028
	Iteration 32Q: 3 clusters Score -1555054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1555058.500000 Penalty: 954.754028
	Iteration 33Q: 3 clusters Score -1555058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1555061.250000 Penalty: 954.754028
	Iteration 34Q: 3 clusters Score -1555061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1555063.125000 Penalty: 954.754028
	Iteration 35Q: 3 clusters Score -1555063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1555064.250000 Penalty: 954.754028
	Iteration 36Q: 3 clusters Score -1555064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1555068.000000 Penalty: 954.754028
	Iteration 37Q: 3 clusters Score -1555068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1555073.000000 Penalty: 954.754028
	Iteration 38Q: 3 clusters Score -1555073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1555074.250000 Penalty: 954.754028
	Iteration 39Q: 3 clusters Score -1555074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1555074.375000 Penalty: 954.754028
	Iteration 40F: 3 clusters Score -1555074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1555077.500000 Penalty: 954.754028
	Iteration 41Q: 3 clusters Score -1555078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1555077.875000 Penalty: 954.754028
	Iteration 42Q: 3 clusters Score -1555078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1555078.750000 Penalty: 954.754028
	Iteration 43Q: 3 clusters Score -1555079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1555079.750000 Penalty: 954.754028
	Iteration 44Q: 3 clusters Score -1555080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1555084.500000 Penalty: 954.754028
	Iteration 45Q: 3 clusters Score -1555084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1555084.125000 Penalty: 954.754028
	Iteration 46Q: 3 clusters Score -1555084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1555084.625000 Penalty: 954.754028
	Iteration 47Q: 3 clusters Score -1555085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1555084.500000 Penalty: 954.754028
	Iteration 48Q: 3 clusters Score -1555084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1555086.000000 Penalty: 954.754028
	Iteration 49Q: 3 clusters Score -1555086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1555088.125000 Penalty: 954.754028
	Iteration 50Q: 3 clusters Score -1555088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1555094.750000 Penalty: 954.754028
	Iteration 51Q: 3 clusters Score -1555095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1555098.875000 Penalty: 954.754028
	Iteration 52Q: 3 clusters Score -1555099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1555102.750000 Penalty: 954.754028
	Iteration 53Q: 3 clusters Score -1555103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1555108.375000 Penalty: 954.754028
	Iteration 54Q: 3 clusters Score -1555108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1555114.375000 Penalty: 954.754028
	Iteration 55Q: 3 clusters Score -1555114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1555117.625000 Penalty: 954.754028
	Iteration 56Q: 3 clusters Score -1555118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1555122.750000 Penalty: 954.754028
	Iteration 57Q: 3 clusters Score -1555123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1555127.375000 Penalty: 954.754028
	Iteration 58Q: 3 clusters Score -1555127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1555129.375000 Penalty: 954.754028
	Iteration 59Q: 3 clusters Score -1555129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1555130.375000 Penalty: 954.754028
	Iteration 60F: 3 clusters Score -1555130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1555133.125000 Penalty: 954.754028
	Iteration 61Q: 3 clusters Score -1555133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1555137.625000 Penalty: 954.754028
	Iteration 62Q: 3 clusters Score -1555138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1555136.875000 Penalty: 954.754028
	Iteration 63Q: 3 clusters Score -1555137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1555135.375000 Penalty: 954.754028
	Iteration 64Q: 3 clusters Score -1555135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1555137.000000 Penalty: 954.754028
	Iteration 65Q: 3 clusters Score -1555137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1555138.875000 Penalty: 954.754028
	Iteration 66Q: 3 clusters Score -1555139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1555138.375000 Penalty: 954.754028
	Iteration 67Q: 3 clusters Score -1555138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1555138.125000 Penalty: 954.754028
	Iteration 68Q: 3 clusters Score -1555138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1555139.250000 Penalty: 954.754028
	Iteration 69Q: 3 clusters Score -1555139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1555139.250000 Penalty: 954.754028
	Iteration 70F: 3 clusters Score -1555139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Entering Unmasked Estep 
Score: -135812.687500 Penalty: 371.420410
	Iteration 0F: 2 clusters Score -135812.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -133386.421875 Penalty: 742.840820
	Iteration 0F: 3 clusters Score -133386.4 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -134331.000000 Penalty: 742.840820
	Iteration 1F: 3 clusters Score -134331 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -134475.406250 Penalty: 742.840820
	Iteration 2F: 3 clusters Score -134475.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -134607.640625 Penalty: 742.840820
	Iteration 3F: 3 clusters Score -134607.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -134738.125000 Penalty: 742.840820
	Iteration 4F: 3 clusters Score -134738.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -134834.000000 Penalty: 742.840820
	Iteration 5Q: 3 clusters Score -134834 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -134908.265625 Penalty: 742.840820
	Iteration 6Q: 3 clusters Score -134908.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -134965.687500 Penalty: 742.840820
	Iteration 7Q: 3 clusters Score -134965.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -135033.171875 Penalty: 742.840820
	Iteration 8Q: 3 clusters Score -135033.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -135082.859375 Penalty: 742.840820
	Iteration 9Q: 3 clusters Score -135082.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -135109.781250 Penalty: 742.840820
	Iteration 10Q: 3 clusters Score -135109.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -135134.593750 Penalty: 742.840820
	Iteration 11Q: 3 clusters Score -135134.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -135166.671875 Penalty: 742.840820
	Iteration 12Q: 3 clusters Score -135166.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -135191.718750 Penalty: 742.840820
	Iteration 13Q: 3 clusters Score -135191.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -135214.281250 Penalty: 742.840820
	Iteration 14Q: 3 clusters Score -135214.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -135229.281250 Penalty: 742.840820
	Iteration 15Q: 3 clusters Score -135229.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -135240.171875 Penalty: 742.840820
	Iteration 16Q: 3 clusters Score -135240.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -135249.156250 Penalty: 742.840820
	Iteration 17Q: 3 clusters Score -135249.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -135259.328125 Penalty: 742.840820
	Iteration 18Q: 3 clusters Score -135259.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -135271.750000 Penalty: 742.840820
	Iteration 19Q: 3 clusters Score -135271.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -135293.312500 Penalty: 742.840820
	Iteration 20F: 3 clusters Score -135293.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -135317.468750 Penalty: 742.840820
	Iteration 21Q: 3 clusters Score -135317.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -135335.187500 Penalty: 742.840820
	Iteration 22Q: 3 clusters Score -135335.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -135351.671875 Penalty: 742.840820
	Iteration 23Q: 3 clusters Score -135351.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -135371.187500 Penalty: 742.840820
	Iteration 24Q: 3 clusters Score -135371.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -135388.187500 Penalty: 742.840820
	Iteration 25Q: 3 clusters Score -135388.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -135399.812500 Penalty: 742.840820
	Iteration 26Q: 3 clusters Score -135399.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -135410.484375 Penalty: 742.840820
	Iteration 27Q: 3 clusters Score -135410.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -135422.234375 Penalty: 742.840820
	Iteration 28Q: 3 clusters Score -135422.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -135432.562500 Penalty: 742.840820
	Iteration 29Q: 3 clusters Score -135432.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -135441.484375 Penalty: 742.840820
	Iteration 30Q: 3 clusters Score -135441.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -135450.468750 Penalty: 742.840820
	Iteration 31Q: 3 clusters Score -135450.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -135462.703125 Penalty: 742.840820
	Iteration 32Q: 3 clusters Score -135462.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -135477.109375 Penalty: 742.840820
	Iteration 33Q: 3 clusters Score -135477.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -135490.187500 Penalty: 742.840820
	Iteration 34Q: 3 clusters Score -135490.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -135499.437500 Penalty: 742.840820
	Iteration 35Q: 3 clusters Score -135499.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -135507.515625 Penalty: 742.840820
	Iteration 36Q: 3 clusters Score -135507.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -135514.828125 Penalty: 742.840820
	Iteration 37Q: 3 clusters Score -135514.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -135520.421875 Penalty: 742.840820
	Iteration 38Q: 3 clusters Score -135520.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -135528.359375 Penalty: 742.840820
	Iteration 39Q: 3 clusters Score -135528.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -135537.312500 Penalty: 742.840820
	Iteration 40F: 3 clusters Score -135537.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -135544.328125 Penalty: 742.840820
	Iteration 41Q: 3 clusters Score -135544.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -135547.609375 Penalty: 742.840820
	Iteration 42Q: 3 clusters Score -135547.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -135549.921875 Penalty: 742.840820
	Iteration 43Q: 3 clusters Score -135549.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -135551.000000 Penalty: 742.840820
	Iteration 44Q: 3 clusters Score -135551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -135550.796875 Penalty: 742.840820
	Iteration 45Q: 3 clusters Score -135550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -135551.671875 Penalty: 742.840820
	Iteration 46Q: 3 clusters Score -135551.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -135552.625000 Penalty: 742.840820
	Iteration 47Q: 3 clusters Score -135552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -135553.265625 Penalty: 742.840820
	Iteration 48Q: 3 clusters Score -135553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -135554.125000 Penalty: 742.840820
	Iteration 49Q: 3 clusters Score -135554.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -135555.234375 Penalty: 742.840820
	Iteration 50Q: 3 clusters Score -135555.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -135557.718750 Penalty: 742.840820
	Iteration 51Q: 3 clusters Score -135557.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -135559.046875 Penalty: 742.840820
	Iteration 52Q: 3 clusters Score -135559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -135560.843750 Penalty: 742.840820
	Iteration 53Q: 3 clusters Score -135560.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -135562.250000 Penalty: 742.840820
	Iteration 54Q: 3 clusters Score -135562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -135562.718750 Penalty: 742.840820
	Iteration 55Q: 3 clusters Score -135562.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -135562.875000 Penalty: 742.840820
	Iteration 56Q: 3 clusters Score -135562.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -135563.593750 Penalty: 742.840820
	Iteration 57Q: 3 clusters Score -135563.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -135564.031250 Penalty: 742.840820
	Iteration 58Q: 3 clusters Score -135564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -135564.468750 Penalty: 742.840820
	Iteration 59Q: 3 clusters Score -135564.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -135564.828125 Penalty: 742.840820
	Iteration 60F: 3 clusters Score -135564.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -50539.996094 Penalty: 331.490570
	Iteration 0F: 2 clusters Score -50540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -49452.148438 Penalty: 662.981140
	Iteration 0F: 3 clusters Score -49452.15 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -49795.437500 Penalty: 662.981140
	Iteration 1F: 3 clusters Score -49795.44 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -49880.886719 Penalty: 662.981140
	Iteration 2F: 3 clusters Score -49880.89 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -49940.441406 Penalty: 662.981140
	Iteration 3F: 3 clusters Score -49940.44 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -49991.531250 Penalty: 662.981140
	Iteration 4F: 3 clusters Score -49991.53 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -50033.484375 Penalty: 662.981140
	Iteration 5Q: 3 clusters Score -50033.48 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -50092.378906 Penalty: 662.981140
	Iteration 6Q: 3 clusters Score -50092.38 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -50147.023438 Penalty: 662.981140
	Iteration 7Q: 3 clusters Score -50147.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -50185.253906 Penalty: 662.981140
	Iteration 8Q: 3 clusters Score -50185.25 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -50229.972656 Penalty: 662.981140
	Iteration 9Q: 3 clusters Score -50229.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -50267.835938 Penalty: 662.981140
	Iteration 10Q: 3 clusters Score -50267.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -50320.425781 Penalty: 662.981140
	Iteration 11Q: 3 clusters Score -50320.43 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -50372.031250 Penalty: 662.981140
	Iteration 12Q: 3 clusters Score -50372.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -50401.453125 Penalty: 662.981140
	Iteration 13Q: 3 clusters Score -50401.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -50418.812500 Penalty: 662.981140
	Iteration 14Q: 3 clusters Score -50418.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -50434.121094 Penalty: 662.981140
	Iteration 15Q: 3 clusters Score -50434.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -50444.886719 Penalty: 662.981140
	Iteration 16Q: 3 clusters Score -50444.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -50454.039062 Penalty: 662.981140
	Iteration 17Q: 3 clusters Score -50454.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -50458.539062 Penalty: 662.981140
	Iteration 18Q: 3 clusters Score -50458.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -50461.480469 Penalty: 662.981140
	Iteration 19Q: 3 clusters Score -50461.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -50463.480469 Penalty: 662.981140
	Iteration 20F: 3 clusters Score -50463.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -50464.910156 Penalty: 662.981140
	Iteration 21Q: 3 clusters Score -50464.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -50466.210938 Penalty: 662.981140
	Iteration 22Q: 3 clusters Score -50466.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -50467.523438 Penalty: 662.981140
	Iteration 23Q: 3 clusters Score -50467.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -50468.398438 Penalty: 662.981140
	Iteration 24Q: 3 clusters Score -50468.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -50468.824219 Penalty: 662.981140
	Iteration 25Q: 3 clusters Score -50468.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -50469.046875 Penalty: 662.981140
	Iteration 26Q: 3 clusters Score -50469.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -50469.046875 Penalty: 662.981140
	Iteration 27F: 3 clusters Score -50469.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -34542.519531 Penalty: 314.710541
	Iteration 0F: 2 clusters Score -34542.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -33712.265625 Penalty: 629.421082
	Iteration 0F: 3 clusters Score -33712.27 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -33968.953125 Penalty: 629.421082
	Iteration 1F: 3 clusters Score -33968.95 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -34068.988281 Penalty: 629.421082
	Iteration 2F: 3 clusters Score -34068.99 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -34161.179688 Penalty: 629.421082
	Iteration 3F: 3 clusters Score -34161.18 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -34263.105469 Penalty: 629.421082
	Iteration 4F: 3 clusters Score -34263.11 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -34369.355469 Penalty: 629.421082
	Iteration 5F: 3 clusters Score -34369.36 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -34465.488281 Penalty: 629.421082
	Iteration 6F: 3 clusters Score -34465.49 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -34540.160156 Penalty: 629.421082
	Iteration 7F: 3 clusters Score -34540.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -34578.066406 Penalty: 629.421082
	Iteration 8Q: 3 clusters Score -34578.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -34596.636719 Penalty: 629.421082
	Iteration 9Q: 3 clusters Score -34596.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -34605.621094 Penalty: 629.421082
	Iteration 10Q: 3 clusters Score -34605.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -34609.656250 Penalty: 629.421082
	Iteration 11Q: 3 clusters Score -34609.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -34610.375000 Penalty: 629.421082
	Iteration 12Q: 3 clusters Score -34610.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -34610.375000 Penalty: 629.421082
	Iteration 13F: 3 clusters Score -34610.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159465 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2524 members 
Mstep: Class 7 contains 5842 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26503 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301095 members 
Mstep: Class 16 contains 60076 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17617 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1448 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 571 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Mstep: Class 41 contains 438 members 
Entering Unmasked Estep 
Score: -28350040.000000 Penalty: 25185.738281
Splitting cluster 33 changes total score from -28350228.000000 to -28350040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -45280.773438 Penalty: 324.236969
	Iteration 0F: 2 clusters Score -45280.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -44342.300781 Penalty: 648.473938
	Iteration 0F: 3 clusters Score -44342.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -44739.125000 Penalty: 648.473938
	Iteration 1F: 3 clusters Score -44739.12 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -44851.917969 Penalty: 648.473938
	Iteration 2F: 3 clusters Score -44851.92 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -44918.539062 Penalty: 648.473938
	Iteration 3F: 3 clusters Score -44918.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -44964.390625 Penalty: 648.473938
	Iteration 4Q: 3 clusters Score -44964.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -44996.378906 Penalty: 648.473938
	Iteration 5Q: 3 clusters Score -44996.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -45020.308594 Penalty: 648.473938
	Iteration 6Q: 3 clusters Score -45020.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -45039.378906 Penalty: 648.473938
	Iteration 7Q: 3 clusters Score -45039.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -45058.066406 Penalty: 648.473938
	Iteration 8Q: 3 clusters Score -45058.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -45073.464844 Penalty: 648.473938
	Iteration 9Q: 3 clusters Score -45073.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -45085.515625 Penalty: 648.473938
	Iteration 10Q: 3 clusters Score -45085.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -45095.320312 Penalty: 648.473938
	Iteration 11Q: 3 clusters Score -45095.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -45101.675781 Penalty: 648.473938
	Iteration 12Q: 3 clusters Score -45101.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -45104.875000 Penalty: 648.473938
	Iteration 13Q: 3 clusters Score -45104.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -45107.828125 Penalty: 648.473938
	Iteration 14Q: 3 clusters Score -45107.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -45108.835938 Penalty: 648.473938
	Iteration 15Q: 3 clusters Score -45108.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -45108.957031 Penalty: 648.473938
	Iteration 16Q: 3 clusters Score -45108.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -45108.957031 Penalty: 648.473938
	Iteration 17F: 3 clusters Score -45108.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -36306.480469 Penalty: 314.800629
	Iteration 0F: 2 clusters Score -36306.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -35457.828125 Penalty: 629.601257
	Iteration 0F: 3 clusters Score -35457.83 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -35736.660156 Penalty: 629.601257
	Iteration 1F: 3 clusters Score -35736.66 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -35795.671875 Penalty: 629.601257
	Iteration 2F: 3 clusters Score -35795.67 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -35830.941406 Penalty: 629.601257
	Iteration 3F: 3 clusters Score -35830.94 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -35857.128906 Penalty: 629.601257
	Iteration 4Q: 3 clusters Score -35857.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -35879.250000 Penalty: 629.601257
	Iteration 5Q: 3 clusters Score -35879.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -35895.222656 Penalty: 629.601257
	Iteration 6Q: 3 clusters Score -35895.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -35911.250000 Penalty: 629.601257
	Iteration 7Q: 3 clusters Score -35911.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -35927.175781 Penalty: 629.601257
	Iteration 8Q: 3 clusters Score -35927.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -35939.507812 Penalty: 629.601257
	Iteration 9Q: 3 clusters Score -35939.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -35951.230469 Penalty: 629.601257
	Iteration 10Q: 3 clusters Score -35951.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -35959.578125 Penalty: 629.601257
	Iteration 11Q: 3 clusters Score -35959.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -35977.882812 Penalty: 629.601257
	Iteration 12Q: 3 clusters Score -35977.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -35998.097656 Penalty: 629.601257
	Iteration 13Q: 3 clusters Score -35998.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -36016.316406 Penalty: 629.601257
	Iteration 14Q: 3 clusters Score -36016.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -36032.671875 Penalty: 629.601257
	Iteration 15Q: 3 clusters Score -36032.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -36044.238281 Penalty: 629.601257
	Iteration 16Q: 3 clusters Score -36044.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -36052.195312 Penalty: 629.601257
	Iteration 17Q: 3 clusters Score -36052.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -36064.601562 Penalty: 629.601257
	Iteration 18Q: 3 clusters Score -36064.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -36069.765625 Penalty: 629.601257
	Iteration 19Q: 3 clusters Score -36069.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -36077.019531 Penalty: 629.601257
	Iteration 20F: 3 clusters Score -36077.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -36078.449219 Penalty: 629.601257
	Iteration 21Q: 3 clusters Score -36078.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -36079.621094 Penalty: 629.601257
	Iteration 22Q: 3 clusters Score -36079.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -36080.687500 Penalty: 629.601257
	Iteration 23Q: 3 clusters Score -36080.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -36080.687500 Penalty: 629.601257
	Iteration 24F: 3 clusters Score -36080.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -24016.964844 Penalty: 292.698761
	Iteration 0F: 2 clusters Score -24016.96 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 311 members 
Entering Unmasked Estep 
Score: -23454.400391 Penalty: 585.397522
	Iteration 0F: 3 clusters Score -23454.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -23598.019531 Penalty: 585.397522
	Iteration 1F: 3 clusters Score -23598.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -23633.833984 Penalty: 585.397522
	Iteration 2F: 3 clusters Score -23633.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -23652.449219 Penalty: 585.397522
	Iteration 3Q: 3 clusters Score -23652.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23674.177734 Penalty: 585.397522
	Iteration 4Q: 3 clusters Score -23674.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23698.150391 Penalty: 585.397522
	Iteration 5F: 3 clusters Score -23698.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23711.662109 Penalty: 585.397522
	Iteration 6Q: 3 clusters Score -23711.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23723.730469 Penalty: 585.397522
	Iteration 7Q: 3 clusters Score -23723.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23735.884766 Penalty: 585.397522
	Iteration 8Q: 3 clusters Score -23735.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23743.701172 Penalty: 585.397522
	Iteration 9Q: 3 clusters Score -23743.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23749.265625 Penalty: 585.397522
	Iteration 10Q: 3 clusters Score -23749.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23754.417969 Penalty: 585.397522
	Iteration 11Q: 3 clusters Score -23754.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -23755.890625 Penalty: 585.397522
	Iteration 12Q: 3 clusters Score -23755.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23761.871094 Penalty: 585.397522
	Iteration 13Q: 3 clusters Score -23761.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23763.453125 Penalty: 585.397522
	Iteration 14Q: 3 clusters Score -23763.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23764.697266 Penalty: 585.397522
	Iteration 15Q: 3 clusters Score -23764.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23766.937500 Penalty: 585.397522
	Iteration 16Q: 3 clusters Score -23766.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23767.527344 Penalty: 585.397522
	Iteration 17Q: 3 clusters Score -23767.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23767.527344 Penalty: 585.397522
	Iteration 18F: 3 clusters Score -23767.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -158206.515625 Penalty: 377.151184
	Iteration 0F: 2 clusters Score -158206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -155483.828125 Penalty: 754.302368
	Iteration 0F: 3 clusters Score -155483.8 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -156564.562500 Penalty: 754.302368
	Iteration 1F: 3 clusters Score -156564.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -156705.421875 Penalty: 754.302368
	Iteration 2F: 3 clusters Score -156705.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -156834.281250 Penalty: 754.302368
	Iteration 3F: 3 clusters Score -156834.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -156954.875000 Penalty: 754.302368
	Iteration 4Q: 3 clusters Score -156954.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -157088.843750 Penalty: 754.302368
	Iteration 5Q: 3 clusters Score -157088.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -157208.078125 Penalty: 754.302368
	Iteration 6Q: 3 clusters Score -157208.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -157307.187500 Penalty: 754.302368
	Iteration 7Q: 3 clusters Score -157307.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -157366.906250 Penalty: 754.302368
	Iteration 8Q: 3 clusters Score -157366.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -157421.281250 Penalty: 754.302368
	Iteration 9Q: 3 clusters Score -157421.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -157469.218750 Penalty: 754.302368
	Iteration 10Q: 3 clusters Score -157469.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -157515.093750 Penalty: 754.302368
	Iteration 11Q: 3 clusters Score -157515.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -157560.734375 Penalty: 754.302368
	Iteration 12Q: 3 clusters Score -157560.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -157600.703125 Penalty: 754.302368
	Iteration 13Q: 3 clusters Score -157600.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -157633.359375 Penalty: 754.302368
	Iteration 14Q: 3 clusters Score -157633.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -157657.828125 Penalty: 754.302368
	Iteration 15Q: 3 clusters Score -157657.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -157678.906250 Penalty: 754.302368
	Iteration 16Q: 3 clusters Score -157678.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -157698.656250 Penalty: 754.302368
	Iteration 17Q: 3 clusters Score -157698.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -157713.718750 Penalty: 754.302368
	Iteration 18Q: 3 clusters Score -157713.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -157734.453125 Penalty: 754.302368
	Iteration 19Q: 3 clusters Score -157734.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -157755.390625 Penalty: 754.302368
	Iteration 20F: 3 clusters Score -157755.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -157773.046875 Penalty: 754.302368
	Iteration 21Q: 3 clusters Score -157773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -157781.703125 Penalty: 754.302368
	Iteration 22Q: 3 clusters Score -157781.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -157788.921875 Penalty: 754.302368
	Iteration 23Q: 3 clusters Score -157788.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -157799.578125 Penalty: 754.302368
	Iteration 24Q: 3 clusters Score -157799.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -157804.578125 Penalty: 754.302368
	Iteration 25Q: 3 clusters Score -157804.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -157812.109375 Penalty: 754.302368
	Iteration 26Q: 3 clusters Score -157812.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -157815.734375 Penalty: 754.302368
	Iteration 27Q: 3 clusters Score -157815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -157817.171875 Penalty: 754.302368
	Iteration 28Q: 3 clusters Score -157817.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -157820.421875 Penalty: 754.302368
	Iteration 29Q: 3 clusters Score -157820.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -157824.359375 Penalty: 754.302368
	Iteration 30Q: 3 clusters Score -157824.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -157829.031250 Penalty: 754.302368
	Iteration 31Q: 3 clusters Score -157829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -157835.031250 Penalty: 754.302368
	Iteration 32Q: 3 clusters Score -157835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -157841.250000 Penalty: 754.302368
	Iteration 33Q: 3 clusters Score -157841.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -157847.890625 Penalty: 754.302368
	Iteration 34Q: 3 clusters Score -157847.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -157850.953125 Penalty: 754.302368
	Iteration 35Q: 3 clusters Score -157851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -157853.343750 Penalty: 754.302368
	Iteration 36Q: 3 clusters Score -157853.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -157855.375000 Penalty: 754.302368
	Iteration 37Q: 3 clusters Score -157855.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -157856.312500 Penalty: 754.302368
	Iteration 38Q: 3 clusters Score -157856.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -157858.375000 Penalty: 754.302368
	Iteration 39Q: 3 clusters Score -157858.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -157859.046875 Penalty: 754.302368
	Iteration 40F: 3 clusters Score -157859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -157859.328125 Penalty: 754.302368
	Iteration 41Q: 3 clusters Score -157859.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -157859.328125 Penalty: 754.302368
	Iteration 42F: 3 clusters Score -157859.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Entering Unmasked Estep 
Score: -1006210.062500 Penalty: 463.075165
	Iteration 0F: 2 clusters Score -1006210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -988652.375000 Penalty: 926.150330
	Iteration 0F: 3 clusters Score -988652.4 nChanged 12649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -996853.500000 Penalty: 926.150330
	Iteration 1F: 3 clusters Score -996853.5 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -997994.187500 Penalty: 926.150330
	Iteration 2F: 3 clusters Score -997994.2 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -999550.750000 Penalty: 926.150330
	Iteration 3F: 3 clusters Score -999550.8 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -1001163.687500 Penalty: 926.150330
	Iteration 4F: 3 clusters Score -1001164 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -1002503.500000 Penalty: 926.150330
	Iteration 5F: 3 clusters Score -1002504 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -1003457.437500 Penalty: 926.150330
	Iteration 6Q: 3 clusters Score -1003457 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -1004067.875000 Penalty: 926.150330
	Iteration 7Q: 3 clusters Score -1004068 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -1004489.812500 Penalty: 926.150330
	Iteration 8Q: 3 clusters Score -1004490 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -1004802.812500 Penalty: 926.150330
	Iteration 9Q: 3 clusters Score -1004803 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -1005034.312500 Penalty: 926.150330
	Iteration 10Q: 3 clusters Score -1005034 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -1005209.437500 Penalty: 926.150330
	Iteration 11Q: 3 clusters Score -1005209 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -1005354.062500 Penalty: 926.150330
	Iteration 12Q: 3 clusters Score -1005354 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -1005483.812500 Penalty: 926.150330
	Iteration 13Q: 3 clusters Score -1005484 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -1005584.375000 Penalty: 926.150330
	Iteration 14Q: 3 clusters Score -1005584 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -1005644.750000 Penalty: 926.150330
	Iteration 15Q: 3 clusters Score -1005645 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -1005699.812500 Penalty: 926.150330
	Iteration 16Q: 3 clusters Score -1005700 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -1005737.125000 Penalty: 926.150330
	Iteration 17Q: 3 clusters Score -1005737 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -1005762.187500 Penalty: 926.150330
	Iteration 18Q: 3 clusters Score -1005762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -1005785.062500 Penalty: 926.150330
	Iteration 19Q: 3 clusters Score -1005785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -1005800.500000 Penalty: 926.150330
	Iteration 20F: 3 clusters Score -1005800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -1005806.125000 Penalty: 926.150330
	Iteration 21Q: 3 clusters Score -1005806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -1005809.187500 Penalty: 926.150330
	Iteration 22Q: 3 clusters Score -1005809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -1005813.875000 Penalty: 926.150330
	Iteration 23Q: 3 clusters Score -1005814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -1005816.500000 Penalty: 926.150330
	Iteration 24Q: 3 clusters Score -1005816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -1005824.000000 Penalty: 926.150330
	Iteration 25Q: 3 clusters Score -1005824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -1005827.000000 Penalty: 926.150330
	Iteration 26Q: 3 clusters Score -1005827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -1005829.250000 Penalty: 926.150330
	Iteration 27Q: 3 clusters Score -1005829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -1005829.750000 Penalty: 926.150330
	Iteration 28Q: 3 clusters Score -1005830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -1005830.750000 Penalty: 926.150330
	Iteration 29Q: 3 clusters Score -1005831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -1005831.062500 Penalty: 926.150330
	Iteration 30Q: 3 clusters Score -1005831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -1005831.625000 Penalty: 926.150330
	Iteration 31Q: 3 clusters Score -1005832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -1005832.125000 Penalty: 926.150330
	Iteration 32Q: 3 clusters Score -1005832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -1005832.500000 Penalty: 926.150330
	Iteration 33Q: 3 clusters Score -1005832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -1005832.687500 Penalty: 926.150330
	Iteration 34Q: 3 clusters Score -1005833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -1005832.687500 Penalty: 926.150330
	Iteration 35F: 3 clusters Score -1005833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -5126.099121 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -5126.099 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 96 members 
Entering Unmasked Estep 
Score: -4876.761230 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -4876.761 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4957.200195 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -4957.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4986.112305 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -4986.112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5002.307129 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -5002.307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5023.816895 Penalty: 474.063232
	Iteration 4F: 3 clusters Score -5023.817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5035.306152 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -5035.306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5035.306152 Penalty: 474.063232
	Iteration 6F: 3 clusters Score -5035.306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Entering Unmasked Estep 
Score: -106355.875000 Penalty: 358.610962
	Iteration 0F: 2 clusters Score -106355.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -104489.726562 Penalty: 717.221924
	Iteration 0F: 3 clusters Score -104489.7 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -105165.929688 Penalty: 717.221924
	Iteration 1F: 3 clusters Score -105165.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -105341.718750 Penalty: 717.221924
	Iteration 2F: 3 clusters Score -105341.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -105521.281250 Penalty: 717.221924
	Iteration 3F: 3 clusters Score -105521.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -105650.898438 Penalty: 717.221924
	Iteration 4F: 3 clusters Score -105650.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -105750.671875 Penalty: 717.221924
	Iteration 5F: 3 clusters Score -105750.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -105826.210938 Penalty: 717.221924
	Iteration 6Q: 3 clusters Score -105826.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -105888.898438 Penalty: 717.221924
	Iteration 7Q: 3 clusters Score -105888.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -105928.976562 Penalty: 717.221924
	Iteration 8Q: 3 clusters Score -105929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -105961.242188 Penalty: 717.221924
	Iteration 9Q: 3 clusters Score -105961.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -105976.742188 Penalty: 717.221924
	Iteration 10Q: 3 clusters Score -105976.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -105984.335938 Penalty: 717.221924
	Iteration 11Q: 3 clusters Score -105984.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -105992.187500 Penalty: 717.221924
	Iteration 12Q: 3 clusters Score -105992.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -105998.023438 Penalty: 717.221924
	Iteration 13Q: 3 clusters Score -105998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -106007.507812 Penalty: 717.221924
	Iteration 14Q: 3 clusters Score -106007.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -106015.507812 Penalty: 717.221924
	Iteration 15Q: 3 clusters Score -106015.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -106027.070312 Penalty: 717.221924
	Iteration 16Q: 3 clusters Score -106027.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -106034.507812 Penalty: 717.221924
	Iteration 17Q: 3 clusters Score -106034.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -106039.710938 Penalty: 717.221924
	Iteration 18Q: 3 clusters Score -106039.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -106043.601562 Penalty: 717.221924
	Iteration 19Q: 3 clusters Score -106043.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -106045.492188 Penalty: 717.221924
	Iteration 20F: 3 clusters Score -106045.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -106050.273438 Penalty: 717.221924
	Iteration 21Q: 3 clusters Score -106050.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -106054.468750 Penalty: 717.221924
	Iteration 22Q: 3 clusters Score -106054.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -106054.718750 Penalty: 717.221924
	Iteration 23Q: 3 clusters Score -106054.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -106054.718750 Penalty: 717.221924
	Iteration 24F: 3 clusters Score -106054.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159465 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2524 members 
Mstep: Class 7 contains 5842 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26503 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301095 members 
Mstep: Class 16 contains 60076 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17617 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1448 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350234.000000 Penalty: 24571.453125
Iteration 239Q: 41 clusters Score -2.835023e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159464 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 5842 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26503 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301097 members 
Mstep: Class 16 contains 60077 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17623 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1446 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350248.000000 Penalty: 24571.453125
Iteration 240F: 41 clusters Score -2.835025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159464 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 5841 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26502 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301099 members 
Mstep: Class 16 contains 60078 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17630 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1443 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350244.000000 Penalty: 24571.453125
Iteration 241Q: 41 clusters Score -2.835024e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159464 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 5840 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26502 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301103 members 
Mstep: Class 16 contains 60077 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17636 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1438 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350230.000000 Penalty: 24571.453125
Iteration 242Q: 41 clusters Score -2.835023e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159466 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 5837 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26501 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301105 members 
Mstep: Class 16 contains 60077 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17647 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1436 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350258.000000 Penalty: 24571.453125
Iteration 243Q: 41 clusters Score -2.835026e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159466 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 5837 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 26501 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301111 members 
Mstep: Class 16 contains 60077 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17650 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1435 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350248.000000 Penalty: 24571.453125
Iteration 244Q: 41 clusters Score -2.835025e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159464 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2489 members 
Mstep: Class 7 contains 5834 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 26501 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301117 members 
Mstep: Class 16 contains 60080 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17656 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1433 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350252.000000 Penalty: 24571.453125
Iteration 245Q: 41 clusters Score -2.835025e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159462 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2484 members 
Mstep: Class 7 contains 5834 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6312 members 
Mstep: Class 12 contains 26499 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301122 members 
Mstep: Class 16 contains 60081 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17665 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350264.000000 Penalty: 24571.453125
Iteration 246Q: 41 clusters Score -2.835026e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159462 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 5834 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6310 members 
Mstep: Class 12 contains 26499 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301123 members 
Mstep: Class 16 contains 60082 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17676 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1988 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1428 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350262.000000 Penalty: 24571.453125
Iteration 247Q: 41 clusters Score -2.835026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159464 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2471 members 
Mstep: Class 7 contains 5834 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6309 members 
Mstep: Class 12 contains 26499 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301123 members 
Mstep: Class 16 contains 60082 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17682 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1988 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1426 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350252.000000 Penalty: 24571.453125
Iteration 248Q: 41 clusters Score -2.835025e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159465 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2466 members 
Mstep: Class 7 contains 5831 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6309 members 
Mstep: Class 12 contains 26499 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301121 members 
Mstep: Class 16 contains 60081 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17695 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1988 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1423 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350248.000000 Penalty: 24571.453125
Iteration 249Q: 41 clusters Score -2.835025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159468 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2460 members 
Mstep: Class 7 contains 5830 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6308 members 
Mstep: Class 12 contains 26499 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301120 members 
Mstep: Class 16 contains 60081 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17702 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1988 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1422 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350270.000000 Penalty: 24571.453125
Iteration 250Q: 41 clusters Score -2.835027e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159468 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2455 members 
Mstep: Class 7 contains 5828 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6308 members 
Mstep: Class 12 contains 26499 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301120 members 
Mstep: Class 16 contains 60081 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17710 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1988 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1421 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350268.000000 Penalty: 24571.453125
Iteration 251Q: 41 clusters Score -2.835027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159468 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 5827 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6308 members 
Mstep: Class 12 contains 26499 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301123 members 
Mstep: Class 16 contains 60081 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17714 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1988 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1422 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350280.000000 Penalty: 24571.453125
Iteration 252Q: 41 clusters Score -2.835028e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159469 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2436 members 
Mstep: Class 7 contains 5825 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6308 members 
Mstep: Class 12 contains 26499 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301126 members 
Mstep: Class 16 contains 60081 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17722 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1423 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350270.000000 Penalty: 24571.453125
Iteration 253Q: 41 clusters Score -2.835027e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159467 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2424 members 
Mstep: Class 7 contains 5821 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6308 members 
Mstep: Class 12 contains 26499 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301134 members 
Mstep: Class 16 contains 60081 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17730 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1992 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1423 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350296.000000 Penalty: 24571.453125
Iteration 254Q: 41 clusters Score -2.83503e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159466 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 5818 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6308 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301139 members 
Mstep: Class 16 contains 60080 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17748 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1992 members 
Mstep: Class 25 contains 889 members 
Mstep: Class 26 contains 1426 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350294.000000 Penalty: 24571.453125
Iteration 255Q: 41 clusters Score -2.835029e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159467 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2377 members 
Mstep: Class 7 contains 5815 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6308 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301141 members 
Mstep: Class 16 contains 60081 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17767 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1992 members 
Mstep: Class 25 contains 889 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350302.000000 Penalty: 24571.453125
Iteration 256Q: 41 clusters Score -2.83503e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159468 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 7 contains 5814 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6308 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301149 members 
Mstep: Class 16 contains 60080 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17775 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1992 members 
Mstep: Class 25 contains 889 members 
Mstep: Class 26 contains 1436 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350296.000000 Penalty: 24571.453125
Iteration 257Q: 41 clusters Score -2.83503e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159469 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2342 members 
Mstep: Class 7 contains 5807 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6308 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 301154 members 
Mstep: Class 16 contains 60083 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17788 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1992 members 
Mstep: Class 25 contains 889 members 
Mstep: Class 26 contains 1436 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350296.000000 Penalty: 24571.453125
Iteration 258Q: 41 clusters Score -2.83503e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159473 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2326 members 
Mstep: Class 7 contains 5801 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6308 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 15 contains 301163 members 
Mstep: Class 16 contains 60086 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17795 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1992 members 
Mstep: Class 25 contains 889 members 
Mstep: Class 26 contains 1437 members 
Mstep: Class 27 contains 3712 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350328.000000 Penalty: 24571.453125
Iteration 259Q: 41 clusters Score -2.835033e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159475 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2309 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6308 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 301169 members 
Mstep: Class 16 contains 60088 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17809 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1992 members 
Mstep: Class 25 contains 889 members 
Mstep: Class 26 contains 1437 members 
Mstep: Class 27 contains 3713 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350288.000000 Penalty: 24571.453125
Iteration 260F: 41 clusters Score -2.835029e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159480 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 5784 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6308 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 301170 members 
Mstep: Class 16 contains 60091 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17821 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1992 members 
Mstep: Class 25 contains 888 members 
Mstep: Class 26 contains 1439 members 
Mstep: Class 27 contains 3713 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36020 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350312.000000 Penalty: 24571.453125
Iteration 261Q: 41 clusters Score -2.835031e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159482 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2292 members 
Mstep: Class 7 contains 5776 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5933 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 301173 members 
Mstep: Class 16 contains 60091 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17830 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1992 members 
Mstep: Class 25 contains 889 members 
Mstep: Class 26 contains 1436 members 
Mstep: Class 27 contains 3713 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36020 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350334.000000 Penalty: 24571.453125
Iteration 262Q: 41 clusters Score -2.835033e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159483 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 5766 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5934 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 301179 members 
Mstep: Class 16 contains 60095 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17838 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1992 members 
Mstep: Class 25 contains 888 members 
Mstep: Class 26 contains 1433 members 
Mstep: Class 27 contains 3713 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36021 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350314.000000 Penalty: 24571.453125
Iteration 263Q: 41 clusters Score -2.835031e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159483 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 7 contains 5762 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5934 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 301183 members 
Mstep: Class 16 contains 60096 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17844 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1992 members 
Mstep: Class 25 contains 887 members 
Mstep: Class 26 contains 1426 members 
Mstep: Class 27 contains 3713 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36023 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350302.000000 Penalty: 24571.453125
Iteration 264Q: 41 clusters Score -2.83503e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159486 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2282 members 
Mstep: Class 7 contains 5762 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5934 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 301187 members 
Mstep: Class 16 contains 60095 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17849 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 3713 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36024 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350312.000000 Penalty: 24571.453125
Iteration 265Q: 41 clusters Score -2.835031e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159489 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2276 members 
Mstep: Class 7 contains 5761 members 
Mstep: Class 8 contains 4426 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5934 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 26501 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 301192 members 
Mstep: Class 16 contains 60096 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17856 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 1412 members 
Mstep: Class 27 contains 3713 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36024 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350318.000000 Penalty: 24571.453125
Iteration 266Q: 41 clusters Score -2.835032e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159493 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 5761 members 
Mstep: Class 8 contains 4425 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5934 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 26501 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 301197 members 
Mstep: Class 16 contains 60096 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17859 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 1411 members 
Mstep: Class 27 contains 3712 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36024 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350344.000000 Penalty: 24571.453125
Iteration 267Q: 41 clusters Score -2.835034e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159490 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 5760 members 
Mstep: Class 8 contains 4422 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5934 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 26501 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 301204 members 
Mstep: Class 16 contains 60097 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17862 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 887 members 
Mstep: Class 26 contains 1410 members 
Mstep: Class 27 contains 3712 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36024 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350336.000000 Penalty: 24571.453125
Iteration 268Q: 41 clusters Score -2.835034e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159493 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 5758 members 
Mstep: Class 8 contains 4418 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5934 members 
Mstep: Class 11 contains 6306 members 
Mstep: Class 12 contains 26501 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7317 members 
Mstep: Class 15 contains 301214 members 
Mstep: Class 16 contains 60097 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17864 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 889 members 
Mstep: Class 26 contains 1408 members 
Mstep: Class 27 contains 3712 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36024 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350352.000000 Penalty: 24571.453125
Iteration 269Q: 41 clusters Score -2.835035e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159490 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 5751 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5934 members 
Mstep: Class 11 contains 6304 members 
Mstep: Class 12 contains 26502 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7316 members 
Mstep: Class 15 contains 301226 members 
Mstep: Class 16 contains 60100 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 17862 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 3712 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36026 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350344.000000 Penalty: 24571.453125
Iteration 270Q: 41 clusters Score -2.835034e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159494 members 
Mstep: Class 5 contains 13137 members 
Mstep: Class 6 contains 2249 members 
Mstep: Class 7 contains 5746 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5934 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 26502 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7316 members 
Mstep: Class 15 contains 301237 members 
Mstep: Class 16 contains 60103 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5512 members 
Mstep: Class 22 contains 17857 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 892 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 3712 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36029 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350334.000000 Penalty: 24571.453125
Iteration 271Q: 41 clusters Score -2.835033e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159496 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 5743 members 
Mstep: Class 8 contains 4407 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5935 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 26502 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7314 members 
Mstep: Class 15 contains 301248 members 
Mstep: Class 16 contains 60101 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5508 members 
Mstep: Class 22 contains 17857 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 897 members 
Mstep: Class 26 contains 1408 members 
Mstep: Class 27 contains 3712 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36032 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350326.000000 Penalty: 24571.453125
Iteration 272Q: 41 clusters Score -2.835033e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159493 members 
Mstep: Class 5 contains 13135 members 
Mstep: Class 6 contains 2244 members 
Mstep: Class 7 contains 5744 members 
Mstep: Class 8 contains 4406 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5935 members 
Mstep: Class 11 contains 6302 members 
Mstep: Class 12 contains 26503 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7317 members 
Mstep: Class 15 contains 301248 members 
Mstep: Class 16 contains 60101 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5506 members 
Mstep: Class 22 contains 17859 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 901 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 3712 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36034 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350336.000000 Penalty: 24571.453125
Iteration 273Q: 41 clusters Score -2.835034e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159493 members 
Mstep: Class 5 contains 13135 members 
Mstep: Class 6 contains 2242 members 
Mstep: Class 7 contains 5746 members 
Mstep: Class 8 contains 4404 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5935 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 26503 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7316 members 
Mstep: Class 15 contains 301257 members 
Mstep: Class 16 contains 60100 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5504 members 
Mstep: Class 22 contains 17856 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 901 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 3713 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36036 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350334.000000 Penalty: 24571.453125
Iteration 274Q: 41 clusters Score -2.835033e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159492 members 
Mstep: Class 5 contains 13135 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 5747 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5935 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 26504 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7316 members 
Mstep: Class 15 contains 301261 members 
Mstep: Class 16 contains 60102 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 17854 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 901 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 3712 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36040 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350352.000000 Penalty: 24571.453125
Iteration 275Q: 41 clusters Score -2.835035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 755 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159491 members 
Mstep: Class 5 contains 13135 members 
Mstep: Class 6 contains 2239 members 
Mstep: Class 7 contains 5748 members 
Mstep: Class 8 contains 4402 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5935 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 26504 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7316 members 
Mstep: Class 15 contains 301262 members 
Mstep: Class 16 contains 60103 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 17852 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 902 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36044 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350340.000000 Penalty: 24571.453125
Iteration 276Q: 41 clusters Score -2.835034e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 752 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159489 members 
Mstep: Class 5 contains 13134 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 5749 members 
Mstep: Class 8 contains 4402 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5935 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 26503 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7315 members 
Mstep: Class 15 contains 301261 members 
Mstep: Class 16 contains 60102 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 17854 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 3710 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36048 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350372.000000 Penalty: 24571.453125
Iteration 277Q: 41 clusters Score -2.835037e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 750 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159487 members 
Mstep: Class 5 contains 13131 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 5747 members 
Mstep: Class 8 contains 4402 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5934 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 26503 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7314 members 
Mstep: Class 15 contains 301261 members 
Mstep: Class 16 contains 60104 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 653 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 17858 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 911 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 3709 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36054 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350374.000000 Penalty: 24571.453125
Iteration 278Q: 41 clusters Score -2.835037e+07 nChanged 27
Entering ConstructFrom: 
Score: -28350374.000000 Penalty: 24571.453125
Entering ConstructFrom: 
Trying to split cluster 1 (3095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Entering Unmasked Estep 
Score: -118683.312500 Penalty: 365.708221
	Iteration 0F: 2 clusters Score -118683.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -116551.398438 Penalty: 731.416443
	Iteration 0F: 3 clusters Score -116551.4 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -117345.812500 Penalty: 731.416443
	Iteration 1F: 3 clusters Score -117345.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -117460.593750 Penalty: 731.416443
	Iteration 2F: 3 clusters Score -117460.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -117576.406250 Penalty: 731.416443
	Iteration 3F: 3 clusters Score -117576.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -117725.687500 Penalty: 731.416443
	Iteration 4F: 3 clusters Score -117725.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -117873.757812 Penalty: 731.416443
	Iteration 5F: 3 clusters Score -117873.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -117965.945312 Penalty: 731.416443
	Iteration 6Q: 3 clusters Score -117965.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -118035.039062 Penalty: 731.416443
	Iteration 7Q: 3 clusters Score -118035 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -118079.687500 Penalty: 731.416443
	Iteration 8Q: 3 clusters Score -118079.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -118119.585938 Penalty: 731.416443
	Iteration 9Q: 3 clusters Score -118119.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -118149.515625 Penalty: 731.416443
	Iteration 10Q: 3 clusters Score -118149.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -118164.031250 Penalty: 731.416443
	Iteration 11Q: 3 clusters Score -118164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -118178.070312 Penalty: 731.416443
	Iteration 12Q: 3 clusters Score -118178.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -118189.414062 Penalty: 731.416443
	Iteration 13Q: 3 clusters Score -118189.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -118200.085938 Penalty: 731.416443
	Iteration 14Q: 3 clusters Score -118200.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -118213.851562 Penalty: 731.416443
	Iteration 15Q: 3 clusters Score -118213.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -118229.867188 Penalty: 731.416443
	Iteration 16Q: 3 clusters Score -118229.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -118253.710938 Penalty: 731.416443
	Iteration 17Q: 3 clusters Score -118253.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -118284.648438 Penalty: 731.416443
	Iteration 18Q: 3 clusters Score -118284.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -118298.187500 Penalty: 731.416443
	Iteration 19Q: 3 clusters Score -118298.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -118308.296875 Penalty: 731.416443
	Iteration 20F: 3 clusters Score -118308.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -118317.937500 Penalty: 731.416443
	Iteration 21Q: 3 clusters Score -118317.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -118328.671875 Penalty: 731.416443
	Iteration 22Q: 3 clusters Score -118328.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -118342.968750 Penalty: 731.416443
	Iteration 23Q: 3 clusters Score -118343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -118351.414062 Penalty: 731.416443
	Iteration 24Q: 3 clusters Score -118351.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -118355.937500 Penalty: 731.416443
	Iteration 25Q: 3 clusters Score -118355.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -118367.289062 Penalty: 731.416443
	Iteration 26Q: 3 clusters Score -118367.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -118378.195312 Penalty: 731.416443
	Iteration 27Q: 3 clusters Score -118378.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -118389.046875 Penalty: 731.416443
	Iteration 28Q: 3 clusters Score -118389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -118404.468750 Penalty: 731.416443
	Iteration 29Q: 3 clusters Score -118404.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -118416.695312 Penalty: 731.416443
	Iteration 30Q: 3 clusters Score -118416.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -118427.750000 Penalty: 731.416443
	Iteration 31Q: 3 clusters Score -118427.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -118431.460938 Penalty: 731.416443
	Iteration 32Q: 3 clusters Score -118431.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -118434.789062 Penalty: 731.416443
	Iteration 33Q: 3 clusters Score -118434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -118435.609375 Penalty: 731.416443
	Iteration 34Q: 3 clusters Score -118435.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -118435.804688 Penalty: 731.416443
	Iteration 35Q: 3 clusters Score -118435.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -118436.429688 Penalty: 731.416443
	Iteration 36Q: 3 clusters Score -118436.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -118437.203125 Penalty: 731.416443
	Iteration 37Q: 3 clusters Score -118437.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -118438.453125 Penalty: 731.416443
	Iteration 38Q: 3 clusters Score -118438.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -118438.882812 Penalty: 731.416443
	Iteration 39Q: 3 clusters Score -118438.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -118439.429688 Penalty: 731.416443
	Iteration 40F: 3 clusters Score -118439.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -29063.130859 Penalty: 301.030945
	Iteration 0F: 2 clusters Score -29063.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -28426.095703 Penalty: 602.061890
	Iteration 0F: 3 clusters Score -28426.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -28592.906250 Penalty: 602.061890
	Iteration 1F: 3 clusters Score -28592.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -28632.113281 Penalty: 602.061890
	Iteration 2F: 3 clusters Score -28632.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -28659.734375 Penalty: 602.061890
	Iteration 3F: 3 clusters Score -28659.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -28685.470703 Penalty: 602.061890
	Iteration 4Q: 3 clusters Score -28685.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -28706.429688 Penalty: 602.061890
	Iteration 5Q: 3 clusters Score -28706.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -28726.777344 Penalty: 602.061890
	Iteration 6Q: 3 clusters Score -28726.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -28756.869141 Penalty: 602.061890
	Iteration 7Q: 3 clusters Score -28756.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -28773.216797 Penalty: 602.061890
	Iteration 8Q: 3 clusters Score -28773.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -28779.867188 Penalty: 602.061890
	Iteration 9Q: 3 clusters Score -28779.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -28786.707031 Penalty: 602.061890
	Iteration 10Q: 3 clusters Score -28786.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -28801.093750 Penalty: 602.061890
	Iteration 11Q: 3 clusters Score -28801.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -28813.857422 Penalty: 602.061890
	Iteration 12Q: 3 clusters Score -28813.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -28827.630859 Penalty: 602.061890
	Iteration 13Q: 3 clusters Score -28827.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -28839.560547 Penalty: 602.061890
	Iteration 14Q: 3 clusters Score -28839.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -28851.175781 Penalty: 602.061890
	Iteration 15Q: 3 clusters Score -28851.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -28856.072266 Penalty: 602.061890
	Iteration 16Q: 3 clusters Score -28856.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -28858.919922 Penalty: 602.061890
	Iteration 17Q: 3 clusters Score -28858.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -28862.005859 Penalty: 602.061890
	Iteration 18Q: 3 clusters Score -28862.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -28863.123047 Penalty: 602.061890
	Iteration 19Q: 3 clusters Score -28863.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -28863.123047 Penalty: 602.061890
	Iteration 20F: 3 clusters Score -28863.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -51468.761719 Penalty: 330.417694
	Iteration 0F: 2 clusters Score -51468.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -50400.753906 Penalty: 660.835388
	Iteration 0F: 3 clusters Score -50400.75 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -50862.945312 Penalty: 660.835388
	Iteration 1F: 3 clusters Score -50862.95 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -50987.046875 Penalty: 660.835388
	Iteration 2F: 3 clusters Score -50987.05 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -51091.917969 Penalty: 660.835388
	Iteration 3F: 3 clusters Score -51091.92 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -51158.539062 Penalty: 660.835388
	Iteration 4Q: 3 clusters Score -51158.54 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51201.476562 Penalty: 660.835388
	Iteration 5Q: 3 clusters Score -51201.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51214.777344 Penalty: 660.835388
	Iteration 6Q: 3 clusters Score -51214.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51218.746094 Penalty: 660.835388
	Iteration 7Q: 3 clusters Score -51218.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51221.714844 Penalty: 660.835388
	Iteration 8Q: 3 clusters Score -51221.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -51227.992188 Penalty: 660.835388
	Iteration 9Q: 3 clusters Score -51227.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51238.238281 Penalty: 660.835388
	Iteration 10Q: 3 clusters Score -51238.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51250.656250 Penalty: 660.835388
	Iteration 11Q: 3 clusters Score -51250.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51266.152344 Penalty: 660.835388
	Iteration 12Q: 3 clusters Score -51266.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51281.289062 Penalty: 660.835388
	Iteration 13Q: 3 clusters Score -51281.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51287.636719 Penalty: 660.835388
	Iteration 14Q: 3 clusters Score -51287.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51295.796875 Penalty: 660.835388
	Iteration 15Q: 3 clusters Score -51295.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51299.199219 Penalty: 660.835388
	Iteration 16Q: 3 clusters Score -51299.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51301.113281 Penalty: 660.835388
	Iteration 17Q: 3 clusters Score -51301.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51304.933594 Penalty: 660.835388
	Iteration 18Q: 3 clusters Score -51304.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51309.847656 Penalty: 660.835388
	Iteration 19Q: 3 clusters Score -51309.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51318.382812 Penalty: 660.835388
	Iteration 20F: 3 clusters Score -51318.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51325.085938 Penalty: 660.835388
	Iteration 21Q: 3 clusters Score -51325.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51328.296875 Penalty: 660.835388
	Iteration 22Q: 3 clusters Score -51328.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51330.093750 Penalty: 660.835388
	Iteration 23Q: 3 clusters Score -51330.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51333.824219 Penalty: 660.835388
	Iteration 24Q: 3 clusters Score -51333.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51335.343750 Penalty: 660.835388
	Iteration 25Q: 3 clusters Score -51335.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51335.343750 Penalty: 660.835388
	Iteration 26F: 3 clusters Score -51335.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (159482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159482 members 
Entering Unmasked Estep 
Score: -6621123.000000 Penalty: 545.075745
	Iteration 0F: 2 clusters Score -6621123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79743 members 
Mstep: Class 2 contains 79739 members 
Entering Unmasked Estep 
Score: -6512923.000000 Penalty: 1090.151489
	Iteration 0F: 3 clusters Score -6512923 nChanged 78280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 80307 members 
Entering Unmasked Estep 
Score: -6561791.500000 Penalty: 1090.151489
	Iteration 1F: 3 clusters Score -6561792 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78498 members 
Mstep: Class 2 contains 80984 members 
Entering Unmasked Estep 
Score: -6564983.500000 Penalty: 1090.151489
	Iteration 2Q: 3 clusters Score -6564984 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77656 members 
Mstep: Class 2 contains 81826 members 
Entering Unmasked Estep 
Score: -6569536.000000 Penalty: 1090.151489
	Iteration 3F: 3 clusters Score -6569536 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76807 members 
Mstep: Class 2 contains 82675 members 
Entering Unmasked Estep 
Score: -6575866.000000 Penalty: 1090.151489
	Iteration 4F: 3 clusters Score -6575866 nChanged 10053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76056 members 
Mstep: Class 2 contains 83426 members 
Entering Unmasked Estep 
Score: -6583236.000000 Penalty: 1090.151489
	Iteration 5F: 3 clusters Score -6583236 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75479 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
Score: -6588383.500000 Penalty: 1090.151489
	Iteration 6F: 3 clusters Score -6588384 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74957 members 
Mstep: Class 2 contains 84525 members 
Entering Unmasked Estep 
Score: -6590198.000000 Penalty: 1090.151489
	Iteration 7Q: 3 clusters Score -6590198 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Mstep: Class 2 contains 85135 members 
Entering Unmasked Estep 
Score: -6590775.000000 Penalty: 1090.151489
	Iteration 8Q: 3 clusters Score -6590775 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73700 members 
Mstep: Class 2 contains 85782 members 
Entering Unmasked Estep 
Score: -6591019.000000 Penalty: 1090.151489
	Iteration 9Q: 3 clusters Score -6591019 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 86570 members 
Entering Unmasked Estep 
Score: -6591195.000000 Penalty: 1090.151489
	Iteration 10Q: 3 clusters Score -6591195 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72057 members 
Mstep: Class 2 contains 87425 members 
Entering Unmasked Estep 
Score: -6591422.500000 Penalty: 1090.151489
	Iteration 11Q: 3 clusters Score -6591422 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71100 members 
Mstep: Class 2 contains 88382 members 
Entering Unmasked Estep 
Score: -6591612.500000 Penalty: 1090.151489
	Iteration 12Q: 3 clusters Score -6591612 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69977 members 
Mstep: Class 2 contains 89505 members 
Entering Unmasked Estep 
Score: -6591797.500000 Penalty: 1090.151489
	Iteration 13Q: 3 clusters Score -6591798 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68744 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -6592035.000000 Penalty: 1090.151489
	Iteration 14Q: 3 clusters Score -6592035 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67381 members 
Mstep: Class 2 contains 92101 members 
Entering Unmasked Estep 
Score: -6592334.000000 Penalty: 1090.151489
	Iteration 15Q: 3 clusters Score -6592334 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65885 members 
Mstep: Class 2 contains 93597 members 
Entering Unmasked Estep 
Score: -6592697.500000 Penalty: 1090.151489
	Iteration 16Q: 3 clusters Score -6592698 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64185 members 
Mstep: Class 2 contains 95297 members 
Entering Unmasked Estep 
Score: -6593141.500000 Penalty: 1090.151489
	Iteration 17Q: 3 clusters Score -6593142 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 97083 members 
Entering Unmasked Estep 
Score: -6593668.500000 Penalty: 1090.151489
	Iteration 18Q: 3 clusters Score -6593668 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 99029 members 
Entering Unmasked Estep 
Score: -6594237.000000 Penalty: 1090.151489
	Iteration 19Q: 3 clusters Score -6594237 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58328 members 
Mstep: Class 2 contains 101154 members 
Entering Unmasked Estep 
Score: -6594837.000000 Penalty: 1090.151489
	Iteration 20F: 3 clusters Score -6594837 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 103398 members 
Entering Unmasked Estep 
Score: -6595541.000000 Penalty: 1090.151489
	Iteration 21Q: 3 clusters Score -6595541 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 105763 members 
Entering Unmasked Estep 
Score: -6596311.500000 Penalty: 1090.151489
	Iteration 22Q: 3 clusters Score -6596312 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 108267 members 
Entering Unmasked Estep 
Score: -6597067.000000 Penalty: 1090.151489
	Iteration 23Q: 3 clusters Score -6597067 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 110995 members 
Entering Unmasked Estep 
Score: -6598007.500000 Penalty: 1090.151489
	Iteration 24Q: 3 clusters Score -6598008 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 113952 members 
Entering Unmasked Estep 
Score: -6599007.000000 Penalty: 1090.151489
	Iteration 25Q: 3 clusters Score -6599007 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 116970 members 
Entering Unmasked Estep 
Score: -6600154.500000 Penalty: 1090.151489
	Iteration 26Q: 3 clusters Score -6600154 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 120121 members 
Entering Unmasked Estep 
Score: -6601340.000000 Penalty: 1090.151489
	Iteration 27Q: 3 clusters Score -6601340 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 123390 members 
Entering Unmasked Estep 
Score: -6602635.500000 Penalty: 1090.151489
	Iteration 28Q: 3 clusters Score -6602636 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 126754 members 
Entering Unmasked Estep 
Score: -6604040.500000 Penalty: 1090.151489
	Iteration 29Q: 3 clusters Score -6604040 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 130075 members 
Entering Unmasked Estep 
Score: -6605466.500000 Penalty: 1090.151489
	Iteration 30Q: 3 clusters Score -6605466 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 133320 members 
Entering Unmasked Estep 
Score: -6606854.500000 Penalty: 1090.151489
	Iteration 31Q: 3 clusters Score -6606854 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 136457 members 
Entering Unmasked Estep 
Score: -6608268.000000 Penalty: 1090.151489
	Iteration 32Q: 3 clusters Score -6608268 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 139445 members 
Entering Unmasked Estep 
Score: -6609699.000000 Penalty: 1090.151489
	Iteration 33Q: 3 clusters Score -6609699 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 142340 members 
Entering Unmasked Estep 
Score: -6611111.000000 Penalty: 1090.151489
	Iteration 34Q: 3 clusters Score -6611111 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 145099 members 
Entering Unmasked Estep 
Score: -6612489.500000 Penalty: 1090.151489
	Iteration 35Q: 3 clusters Score -6612490 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 147622 members 
Entering Unmasked Estep 
Score: -6613807.500000 Penalty: 1090.151489
	Iteration 36Q: 3 clusters Score -6613808 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 149836 members 
Entering Unmasked Estep 
Score: -6615016.500000 Penalty: 1090.151489
	Iteration 37Q: 3 clusters Score -6615016 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 151775 members 
Entering Unmasked Estep 
Score: -6616083.000000 Penalty: 1090.151489
	Iteration 38Q: 3 clusters Score -6616083 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 153410 members 
Entering Unmasked Estep 
Score: -6617027.500000 Penalty: 1090.151489
	Iteration 39Q: 3 clusters Score -6617028 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 154815 members 
Entering Unmasked Estep 
Score: -6618038.500000 Penalty: 1090.151489
	Iteration 40F: 3 clusters Score -6618038 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 156041 members 
Entering Unmasked Estep 
Score: -6618814.500000 Penalty: 1090.151489
	Iteration 41Q: 3 clusters Score -6618814 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 156914 members 
Entering Unmasked Estep 
Score: -6619354.500000 Penalty: 1090.151489
	Iteration 42Q: 3 clusters Score -6619354 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 157556 members 
Entering Unmasked Estep 
Score: -6619727.500000 Penalty: 1090.151489
	Iteration 43Q: 3 clusters Score -6619728 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 158029 members 
Entering Unmasked Estep 
Score: -6619975.500000 Penalty: 1090.151489
	Iteration 44Q: 3 clusters Score -6619976 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 158362 members 
Entering Unmasked Estep 
Score: -6620190.000000 Penalty: 1090.151489
	Iteration 45Q: 3 clusters Score -6620190 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 158602 members 
Entering Unmasked Estep 
Score: -6620335.500000 Penalty: 1090.151489
	Iteration 46Q: 3 clusters Score -6620336 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 158747 members 
Entering Unmasked Estep 
Score: -6620389.500000 Penalty: 1090.151489
	Iteration 47Q: 3 clusters Score -6620390 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 158851 members 
Entering Unmasked Estep 
Score: -6620439.500000 Penalty: 1090.151489
	Iteration 48Q: 3 clusters Score -6620440 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 158938 members 
Entering Unmasked Estep 
Score: -6620487.000000 Penalty: 1090.151489
	Iteration 49Q: 3 clusters Score -6620487 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 159009 members 
Entering Unmasked Estep 
Score: -6620510.000000 Penalty: 1090.151489
	Iteration 50Q: 3 clusters Score -6620510 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 159067 members 
Entering Unmasked Estep 
Score: -6620531.000000 Penalty: 1090.151489
	Iteration 51Q: 3 clusters Score -6620531 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 159111 members 
Entering Unmasked Estep 
Score: -6620543.000000 Penalty: 1090.151489
	Iteration 52Q: 3 clusters Score -6620543 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 159145 members 
Entering Unmasked Estep 
Score: -6620567.000000 Penalty: 1090.151489
	Iteration 53Q: 3 clusters Score -6620567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 159171 members 
Entering Unmasked Estep 
Score: -6620568.000000 Penalty: 1090.151489
	Iteration 54Q: 3 clusters Score -6620568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 159196 members 
Entering Unmasked Estep 
Score: -6620586.500000 Penalty: 1090.151489
	Iteration 55Q: 3 clusters Score -6620586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 159214 members 
Entering Unmasked Estep 
Score: -6620594.000000 Penalty: 1090.151489
	Iteration 56Q: 3 clusters Score -6620594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 159230 members 
Entering Unmasked Estep 
Score: -6620602.000000 Penalty: 1090.151489
	Iteration 57Q: 3 clusters Score -6620602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 159249 members 
Entering Unmasked Estep 
Score: -6620623.500000 Penalty: 1090.151489
	Iteration 58Q: 3 clusters Score -6620624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 159263 members 
Entering Unmasked Estep 
Score: -6620632.000000 Penalty: 1090.151489
	Iteration 59Q: 3 clusters Score -6620632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 159264 members 
Entering Unmasked Estep 
Score: -6620635.500000 Penalty: 1090.151489
	Iteration 60F: 3 clusters Score -6620636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 159267 members 
Entering Unmasked Estep 
Score: -6620631.000000 Penalty: 1090.151489
	Iteration 61Q: 3 clusters Score -6620631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 159273 members 
Entering Unmasked Estep 
Score: -6620632.500000 Penalty: 1090.151489
	Iteration 62Q: 3 clusters Score -6620632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 159279 members 
Entering Unmasked Estep 
Score: -6620637.000000 Penalty: 1090.151489
	Iteration 63Q: 3 clusters Score -6620637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 159287 members 
Entering Unmasked Estep 
Score: -6620643.000000 Penalty: 1090.151489
	Iteration 64Q: 3 clusters Score -6620643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 159295 members 
Entering Unmasked Estep 
Score: -6620646.000000 Penalty: 1090.151489
	Iteration 65Q: 3 clusters Score -6620646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 159299 members 
Entering Unmasked Estep 
Score: -6620650.500000 Penalty: 1090.151489
	Iteration 66Q: 3 clusters Score -6620650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 159306 members 
Entering Unmasked Estep 
Score: -6620645.000000 Penalty: 1090.151489
	Iteration 67Q: 3 clusters Score -6620645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 159311 members 
Entering Unmasked Estep 
Score: -6620652.500000 Penalty: 1090.151489
	Iteration 68Q: 3 clusters Score -6620652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 159315 members 
Entering Unmasked Estep 
Score: -6620649.500000 Penalty: 1090.151489
	Iteration 69Q: 3 clusters Score -6620650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 159318 members 
Entering Unmasked Estep 
Score: -6620649.500000 Penalty: 1090.151489
	Iteration 70Q: 3 clusters Score -6620650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 159321 members 
Entering Unmasked Estep 
Score: -6620648.000000 Penalty: 1090.151489
	Iteration 71Q: 3 clusters Score -6620648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 159324 members 
Entering Unmasked Estep 
Score: -6620651.500000 Penalty: 1090.151489
	Iteration 72Q: 3 clusters Score -6620652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 159326 members 
Entering Unmasked Estep 
Score: -6620651.500000 Penalty: 1090.151489
	Iteration 73Q: 3 clusters Score -6620652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 159327 members 
Entering Unmasked Estep 
Score: -6620651.500000 Penalty: 1090.151489
	Iteration 74Q: 3 clusters Score -6620652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159328 members 
Entering Unmasked Estep 
Score: -6620647.000000 Penalty: 1090.151489
	Iteration 75Q: 3 clusters Score -6620647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 159331 members 
Entering Unmasked Estep 
Score: -6620658.000000 Penalty: 1090.151489
	Iteration 76Q: 3 clusters Score -6620658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 159339 members 
Entering Unmasked Estep 
Score: -6620659.500000 Penalty: 1090.151489
	Iteration 77Q: 3 clusters Score -6620660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 159345 members 
Entering Unmasked Estep 
Score: -6620665.000000 Penalty: 1090.151489
	Iteration 78Q: 3 clusters Score -6620665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 159349 members 
Entering Unmasked Estep 
Score: -6620667.500000 Penalty: 1090.151489
	Iteration 79Q: 3 clusters Score -6620668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 159353 members 
Entering Unmasked Estep 
Score: -6620674.500000 Penalty: 1090.151489
	Iteration 80F: 3 clusters Score -6620674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 159356 members 
Entering Unmasked Estep 
Score: -6620676.000000 Penalty: 1090.151489
	Iteration 81Q: 3 clusters Score -6620676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 159357 members 
Entering Unmasked Estep 
Score: -6620676.500000 Penalty: 1090.151489
	Iteration 82Q: 3 clusters Score -6620676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 159358 members 
Entering Unmasked Estep 
Score: -6620674.500000 Penalty: 1090.151489
	Iteration 83Q: 3 clusters Score -6620674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 159359 members 
Entering Unmasked Estep 
Score: -6620679.000000 Penalty: 1090.151489
	Iteration 84Q: 3 clusters Score -6620679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 159359 members 
Entering Unmasked Estep 
Score: -6620679.000000 Penalty: 1090.151489
	Iteration 85F: 3 clusters Score -6620679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Entering Unmasked Estep 
Score: -511518.937500 Penalty: 431.460785
	Iteration 0F: 2 clusters Score -511518.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -502760.843750 Penalty: 862.921570
	Iteration 0F: 3 clusters Score -502760.8 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -506460.125000 Penalty: 862.921570
	Iteration 1F: 3 clusters Score -506460.1 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -507037.406250 Penalty: 862.921570
	Iteration 2F: 3 clusters Score -507037.4 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -507726.031250 Penalty: 862.921570
	Iteration 3F: 3 clusters Score -507726 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -508460.906250 Penalty: 862.921570
	Iteration 4F: 3 clusters Score -508460.9 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -509050.625000 Penalty: 862.921570
	Iteration 5F: 3 clusters Score -509050.6 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -509414.562500 Penalty: 862.921570
	Iteration 6Q: 3 clusters Score -509414.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -509601.781250 Penalty: 862.921570
	Iteration 7Q: 3 clusters Score -509601.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -509715.406250 Penalty: 862.921570
	Iteration 8Q: 3 clusters Score -509715.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -509791.000000 Penalty: 862.921570
	Iteration 9Q: 3 clusters Score -509791 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -509876.625000 Penalty: 862.921570
	Iteration 10Q: 3 clusters Score -509876.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -509948.937500 Penalty: 862.921570
	Iteration 11Q: 3 clusters Score -509948.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -510010.187500 Penalty: 862.921570
	Iteration 12Q: 3 clusters Score -510010.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -510085.375000 Penalty: 862.921570
	Iteration 13Q: 3 clusters Score -510085.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -510167.375000 Penalty: 862.921570
	Iteration 14Q: 3 clusters Score -510167.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -510245.593750 Penalty: 862.921570
	Iteration 15Q: 3 clusters Score -510245.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -510316.437500 Penalty: 862.921570
	Iteration 16Q: 3 clusters Score -510316.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -510392.718750 Penalty: 862.921570
	Iteration 17Q: 3 clusters Score -510392.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -510499.093750 Penalty: 862.921570
	Iteration 18Q: 3 clusters Score -510499.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -510592.531250 Penalty: 862.921570
	Iteration 19Q: 3 clusters Score -510592.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -510659.218750 Penalty: 862.921570
	Iteration 20F: 3 clusters Score -510659.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -510707.156250 Penalty: 862.921570
	Iteration 21Q: 3 clusters Score -510707.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -510748.375000 Penalty: 862.921570
	Iteration 22Q: 3 clusters Score -510748.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -510790.593750 Penalty: 862.921570
	Iteration 23Q: 3 clusters Score -510790.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -510830.875000 Penalty: 862.921570
	Iteration 24Q: 3 clusters Score -510830.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -510856.781250 Penalty: 862.921570
	Iteration 25Q: 3 clusters Score -510856.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -510875.718750 Penalty: 862.921570
	Iteration 26Q: 3 clusters Score -510875.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -510900.687500 Penalty: 862.921570
	Iteration 27Q: 3 clusters Score -510900.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -510917.218750 Penalty: 862.921570
	Iteration 28Q: 3 clusters Score -510917.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -510941.031250 Penalty: 862.921570
	Iteration 29Q: 3 clusters Score -510941 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -510971.937500 Penalty: 862.921570
	Iteration 30Q: 3 clusters Score -510971.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -511001.250000 Penalty: 862.921570
	Iteration 31Q: 3 clusters Score -511001.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -511025.750000 Penalty: 862.921570
	Iteration 32Q: 3 clusters Score -511025.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -511056.031250 Penalty: 862.921570
	Iteration 33Q: 3 clusters Score -511056 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -511084.531250 Penalty: 862.921570
	Iteration 34Q: 3 clusters Score -511084.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -511108.625000 Penalty: 862.921570
	Iteration 35Q: 3 clusters Score -511108.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -511121.375000 Penalty: 862.921570
	Iteration 36Q: 3 clusters Score -511121.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -511133.000000 Penalty: 862.921570
	Iteration 37Q: 3 clusters Score -511133 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -511144.406250 Penalty: 862.921570
	Iteration 38Q: 3 clusters Score -511144.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -511155.937500 Penalty: 862.921570
	Iteration 39Q: 3 clusters Score -511155.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -511162.000000 Penalty: 862.921570
	Iteration 40F: 3 clusters Score -511162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -511165.343750 Penalty: 862.921570
	Iteration 41Q: 3 clusters Score -511165.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -511173.531250 Penalty: 862.921570
	Iteration 42Q: 3 clusters Score -511173.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -511180.750000 Penalty: 862.921570
	Iteration 43Q: 3 clusters Score -511180.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -511185.031250 Penalty: 862.921570
	Iteration 44Q: 3 clusters Score -511185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -511186.812500 Penalty: 862.921570
	Iteration 45Q: 3 clusters Score -511186.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -511186.656250 Penalty: 862.921570
	Iteration 46Q: 3 clusters Score -511186.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -511189.562500 Penalty: 862.921570
	Iteration 47Q: 3 clusters Score -511189.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -511190.375000 Penalty: 862.921570
	Iteration 48Q: 3 clusters Score -511190.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -511191.937500 Penalty: 862.921570
	Iteration 49Q: 3 clusters Score -511191.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -511191.906250 Penalty: 862.921570
	Iteration 50Q: 3 clusters Score -511191.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -511192.406250 Penalty: 862.921570
	Iteration 51Q: 3 clusters Score -511192.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -511192.468750 Penalty: 862.921570
	Iteration 52Q: 3 clusters Score -511192.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -511192.468750 Penalty: 862.921570
	Iteration 53F: 3 clusters Score -511192.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Entering Unmasked Estep 
Score: -91313.218750 Penalty: 350.855103
	Iteration 0F: 2 clusters Score -91313.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -89729.531250 Penalty: 701.710205
	Iteration 0F: 3 clusters Score -89729.53 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -90263.125000 Penalty: 701.710205
	Iteration 1F: 3 clusters Score -90263.12 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -90349.929688 Penalty: 701.710205
	Iteration 2F: 3 clusters Score -90349.93 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -90461.609375 Penalty: 701.710205
	Iteration 3F: 3 clusters Score -90461.61 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -90571.359375 Penalty: 701.710205
	Iteration 4F: 3 clusters Score -90571.36 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -90658.640625 Penalty: 701.710205
	Iteration 5F: 3 clusters Score -90658.64 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -90709.960938 Penalty: 701.710205
	Iteration 6Q: 3 clusters Score -90709.96 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -90747.390625 Penalty: 701.710205
	Iteration 7Q: 3 clusters Score -90747.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -90776.210938 Penalty: 701.710205
	Iteration 8Q: 3 clusters Score -90776.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -90797.500000 Penalty: 701.710205
	Iteration 9Q: 3 clusters Score -90797.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -90830.640625 Penalty: 701.710205
	Iteration 10Q: 3 clusters Score -90830.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -90863.132812 Penalty: 701.710205
	Iteration 11Q: 3 clusters Score -90863.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -90894.242188 Penalty: 701.710205
	Iteration 12Q: 3 clusters Score -90894.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -90928.632812 Penalty: 701.710205
	Iteration 13Q: 3 clusters Score -90928.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -90943.421875 Penalty: 701.710205
	Iteration 14Q: 3 clusters Score -90943.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -90954.851562 Penalty: 701.710205
	Iteration 15Q: 3 clusters Score -90954.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -90962.101562 Penalty: 701.710205
	Iteration 16Q: 3 clusters Score -90962.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -90972.421875 Penalty: 701.710205
	Iteration 17Q: 3 clusters Score -90972.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -90978.406250 Penalty: 701.710205
	Iteration 18Q: 3 clusters Score -90978.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -90981.390625 Penalty: 701.710205
	Iteration 19Q: 3 clusters Score -90981.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -90983.132812 Penalty: 701.710205
	Iteration 20F: 3 clusters Score -90983.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -90984.929688 Penalty: 701.710205
	Iteration 21Q: 3 clusters Score -90984.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -90987.578125 Penalty: 701.710205
	Iteration 22Q: 3 clusters Score -90987.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -90989.945312 Penalty: 701.710205
	Iteration 23Q: 3 clusters Score -90989.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -90991.976562 Penalty: 701.710205
	Iteration 24Q: 3 clusters Score -90991.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -90994.023438 Penalty: 701.710205
	Iteration 25Q: 3 clusters Score -90994.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -90993.968750 Penalty: 701.710205
	Iteration 26Q: 3 clusters Score -90993.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -90993.968750 Penalty: 701.710205
	Iteration 27F: 3 clusters Score -90993.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Entering Unmasked Estep 
Score: -228842.125000 Penalty: 393.867706
	Iteration 0F: 2 clusters Score -228842.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -225053.578125 Penalty: 787.735413
	Iteration 0F: 3 clusters Score -225053.6 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -226672.718750 Penalty: 787.735413
	Iteration 1F: 3 clusters Score -226672.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -226974.546875 Penalty: 787.735413
	Iteration 2F: 3 clusters Score -226974.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -227333.921875 Penalty: 787.735413
	Iteration 3F: 3 clusters Score -227333.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -227670.937500 Penalty: 787.735413
	Iteration 4F: 3 clusters Score -227670.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -227955.968750 Penalty: 787.735413
	Iteration 5F: 3 clusters Score -227956 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -228230.890625 Penalty: 787.735413
	Iteration 6Q: 3 clusters Score -228230.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -228388.531250 Penalty: 787.735413
	Iteration 7Q: 3 clusters Score -228388.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -228463.687500 Penalty: 787.735413
	Iteration 8Q: 3 clusters Score -228463.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -228485.828125 Penalty: 787.735413
	Iteration 9Q: 3 clusters Score -228485.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -228494.796875 Penalty: 787.735413
	Iteration 10Q: 3 clusters Score -228494.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -228502.406250 Penalty: 787.735413
	Iteration 11Q: 3 clusters Score -228502.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -228507.500000 Penalty: 787.735413
	Iteration 12Q: 3 clusters Score -228507.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -228509.562500 Penalty: 787.735413
	Iteration 13Q: 3 clusters Score -228509.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -228511.093750 Penalty: 787.735413
	Iteration 14Q: 3 clusters Score -228511.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -228512.031250 Penalty: 787.735413
	Iteration 15Q: 3 clusters Score -228512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -228512.468750 Penalty: 787.735413
	Iteration 16Q: 3 clusters Score -228512.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -228511.968750 Penalty: 787.735413
	Iteration 17Q: 3 clusters Score -228512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -228512.437500 Penalty: 787.735413
	Iteration 18Q: 3 clusters Score -228512.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -228512.937500 Penalty: 787.735413
	Iteration 19Q: 3 clusters Score -228512.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -228512.890625 Penalty: 787.735413
	Iteration 20F: 3 clusters Score -228512.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Entering Unmasked Estep 
Score: -174775.078125 Penalty: 381.736542
	Iteration 0F: 2 clusters Score -174775.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -171749.484375 Penalty: 763.473083
	Iteration 0F: 3 clusters Score -171749.5 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -172889.546875 Penalty: 763.473083
	Iteration 1F: 3 clusters Score -172889.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -173176.781250 Penalty: 763.473083
	Iteration 2F: 3 clusters Score -173176.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -173511.062500 Penalty: 763.473083
	Iteration 3F: 3 clusters Score -173511.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -173850.156250 Penalty: 763.473083
	Iteration 4F: 3 clusters Score -173850.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -174123.968750 Penalty: 763.473083
	Iteration 5F: 3 clusters Score -174124 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -174323.406250 Penalty: 763.473083
	Iteration 6Q: 3 clusters Score -174323.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -174443.468750 Penalty: 763.473083
	Iteration 7Q: 3 clusters Score -174443.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -174506.000000 Penalty: 763.473083
	Iteration 8Q: 3 clusters Score -174506 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -174553.265625 Penalty: 763.473083
	Iteration 9Q: 3 clusters Score -174553.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -174590.140625 Penalty: 763.473083
	Iteration 10Q: 3 clusters Score -174590.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -174606.484375 Penalty: 763.473083
	Iteration 11Q: 3 clusters Score -174606.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -174614.187500 Penalty: 763.473083
	Iteration 12Q: 3 clusters Score -174614.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -174618.046875 Penalty: 763.473083
	Iteration 13Q: 3 clusters Score -174618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -174620.390625 Penalty: 763.473083
	Iteration 14Q: 3 clusters Score -174620.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -174621.171875 Penalty: 763.473083
	Iteration 15Q: 3 clusters Score -174621.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -174622.031250 Penalty: 763.473083
	Iteration 16Q: 3 clusters Score -174622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -174622.953125 Penalty: 763.473083
	Iteration 17Q: 3 clusters Score -174623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -174625.203125 Penalty: 763.473083
	Iteration 18Q: 3 clusters Score -174625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -174625.843750 Penalty: 763.473083
	Iteration 19Q: 3 clusters Score -174625.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -174627.390625 Penalty: 763.473083
	Iteration 20F: 3 clusters Score -174627.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -174628.921875 Penalty: 763.473083
	Iteration 21Q: 3 clusters Score -174628.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -174630.437500 Penalty: 763.473083
	Iteration 22Q: 3 clusters Score -174630.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -174631.640625 Penalty: 763.473083
	Iteration 23Q: 3 clusters Score -174631.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -174632.062500 Penalty: 763.473083
	Iteration 24Q: 3 clusters Score -174632.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -174632.875000 Penalty: 763.473083
	Iteration 25Q: 3 clusters Score -174632.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -174633.109375 Penalty: 763.473083
	Iteration 26Q: 3 clusters Score -174633.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -174633.203125 Penalty: 763.473083
	Iteration 27Q: 3 clusters Score -174633.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -174633.203125 Penalty: 763.473083
	Iteration 28F: 3 clusters Score -174633.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Entering Unmasked Estep 
Score: -136293.625000 Penalty: 371.134277
	Iteration 0F: 2 clusters Score -136293.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -133956.265625 Penalty: 742.268555
	Iteration 0F: 3 clusters Score -133956.3 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -134992.984375 Penalty: 742.268555
	Iteration 1F: 3 clusters Score -134993 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -135250.093750 Penalty: 742.268555
	Iteration 2F: 3 clusters Score -135250.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -135442.046875 Penalty: 742.268555
	Iteration 3F: 3 clusters Score -135442 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -135554.078125 Penalty: 742.268555
	Iteration 4F: 3 clusters Score -135554.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -135623.671875 Penalty: 742.268555
	Iteration 5Q: 3 clusters Score -135623.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -135662.109375 Penalty: 742.268555
	Iteration 6Q: 3 clusters Score -135662.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -135682.796875 Penalty: 742.268555
	Iteration 7Q: 3 clusters Score -135682.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -135699.421875 Penalty: 742.268555
	Iteration 8Q: 3 clusters Score -135699.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -135713.843750 Penalty: 742.268555
	Iteration 9Q: 3 clusters Score -135713.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -135726.875000 Penalty: 742.268555
	Iteration 10Q: 3 clusters Score -135726.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -135738.468750 Penalty: 742.268555
	Iteration 11Q: 3 clusters Score -135738.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -135749.750000 Penalty: 742.268555
	Iteration 12Q: 3 clusters Score -135749.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -135763.218750 Penalty: 742.268555
	Iteration 13Q: 3 clusters Score -135763.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -135781.500000 Penalty: 742.268555
	Iteration 14Q: 3 clusters Score -135781.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -135795.468750 Penalty: 742.268555
	Iteration 15Q: 3 clusters Score -135795.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -135810.312500 Penalty: 742.268555
	Iteration 16Q: 3 clusters Score -135810.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -135822.265625 Penalty: 742.268555
	Iteration 17Q: 3 clusters Score -135822.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -135835.796875 Penalty: 742.268555
	Iteration 18Q: 3 clusters Score -135835.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -135849.625000 Penalty: 742.268555
	Iteration 19Q: 3 clusters Score -135849.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -135862.890625 Penalty: 742.268555
	Iteration 20F: 3 clusters Score -135862.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -135870.859375 Penalty: 742.268555
	Iteration 21Q: 3 clusters Score -135870.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -135878.593750 Penalty: 742.268555
	Iteration 22Q: 3 clusters Score -135878.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -135887.906250 Penalty: 742.268555
	Iteration 23Q: 3 clusters Score -135887.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -135897.187500 Penalty: 742.268555
	Iteration 24Q: 3 clusters Score -135897.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -135902.406250 Penalty: 742.268555
	Iteration 25Q: 3 clusters Score -135902.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -135910.609375 Penalty: 742.268555
	Iteration 26Q: 3 clusters Score -135910.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -135920.406250 Penalty: 742.268555
	Iteration 27Q: 3 clusters Score -135920.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -135933.093750 Penalty: 742.268555
	Iteration 28Q: 3 clusters Score -135933.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -135944.500000 Penalty: 742.268555
	Iteration 29Q: 3 clusters Score -135944.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -135953.000000 Penalty: 742.268555
	Iteration 30Q: 3 clusters Score -135953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -135961.484375 Penalty: 742.268555
	Iteration 31Q: 3 clusters Score -135961.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -135967.296875 Penalty: 742.268555
	Iteration 32Q: 3 clusters Score -135967.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -135972.843750 Penalty: 742.268555
	Iteration 33Q: 3 clusters Score -135972.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -135977.640625 Penalty: 742.268555
	Iteration 34Q: 3 clusters Score -135977.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -135980.218750 Penalty: 742.268555
	Iteration 35Q: 3 clusters Score -135980.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -135982.015625 Penalty: 742.268555
	Iteration 36Q: 3 clusters Score -135982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -135984.281250 Penalty: 742.268555
	Iteration 37Q: 3 clusters Score -135984.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -135986.250000 Penalty: 742.268555
	Iteration 38Q: 3 clusters Score -135986.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -135988.250000 Penalty: 742.268555
	Iteration 39Q: 3 clusters Score -135988.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -135989.171875 Penalty: 742.268555
	Iteration 40F: 3 clusters Score -135989.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -135989.812500 Penalty: 742.268555
	Iteration 41Q: 3 clusters Score -135989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -135990.500000 Penalty: 742.268555
	Iteration 42Q: 3 clusters Score -135990.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -135991.921875 Penalty: 742.268555
	Iteration 43Q: 3 clusters Score -135991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -135993.078125 Penalty: 742.268555
	Iteration 44Q: 3 clusters Score -135993.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -135993.343750 Penalty: 742.268555
	Iteration 45Q: 3 clusters Score -135993.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -135994.578125 Penalty: 742.268555
	Iteration 46Q: 3 clusters Score -135994.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -135995.921875 Penalty: 742.268555
	Iteration 47Q: 3 clusters Score -135995.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -135996.015625 Penalty: 742.268555
	Iteration 48Q: 3 clusters Score -135996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -135996.015625 Penalty: 742.268555
	Iteration 49F: 3 clusters Score -135996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Entering Unmasked Estep 
Score: -244318.078125 Penalty: 395.301636
	Iteration 0F: 2 clusters Score -244318.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -240380.046875 Penalty: 790.603271
	Iteration 0F: 3 clusters Score -240380 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -242022.796875 Penalty: 790.603271
	Iteration 1F: 3 clusters Score -242022.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -242263.625000 Penalty: 790.603271
	Iteration 2F: 3 clusters Score -242263.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -242579.234375 Penalty: 790.603271
	Iteration 3F: 3 clusters Score -242579.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -242958.281250 Penalty: 790.603271
	Iteration 4F: 3 clusters Score -242958.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -243279.078125 Penalty: 790.603271
	Iteration 5F: 3 clusters Score -243279.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -243495.031250 Penalty: 790.603271
	Iteration 6Q: 3 clusters Score -243495 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -243628.296875 Penalty: 790.603271
	Iteration 7Q: 3 clusters Score -243628.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -243727.109375 Penalty: 790.603271
	Iteration 8Q: 3 clusters Score -243727.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -243796.343750 Penalty: 790.603271
	Iteration 9Q: 3 clusters Score -243796.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -243856.328125 Penalty: 790.603271
	Iteration 10Q: 3 clusters Score -243856.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -243902.406250 Penalty: 790.603271
	Iteration 11Q: 3 clusters Score -243902.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -243934.625000 Penalty: 790.603271
	Iteration 12Q: 3 clusters Score -243934.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -243959.250000 Penalty: 790.603271
	Iteration 13Q: 3 clusters Score -243959.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -243977.781250 Penalty: 790.603271
	Iteration 14Q: 3 clusters Score -243977.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -243991.843750 Penalty: 790.603271
	Iteration 15Q: 3 clusters Score -243991.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -243999.843750 Penalty: 790.603271
	Iteration 16Q: 3 clusters Score -243999.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -244004.281250 Penalty: 790.603271
	Iteration 17Q: 3 clusters Score -244004.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -244007.656250 Penalty: 790.603271
	Iteration 18Q: 3 clusters Score -244007.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -244010.140625 Penalty: 790.603271
	Iteration 19Q: 3 clusters Score -244010.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -244016.000000 Penalty: 790.603271
	Iteration 20F: 3 clusters Score -244016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -244019.156250 Penalty: 790.603271
	Iteration 21Q: 3 clusters Score -244019.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -244022.875000 Penalty: 790.603271
	Iteration 22Q: 3 clusters Score -244022.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -244025.453125 Penalty: 790.603271
	Iteration 23Q: 3 clusters Score -244025.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -244026.953125 Penalty: 790.603271
	Iteration 24Q: 3 clusters Score -244027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -244027.687500 Penalty: 790.603271
	Iteration 25Q: 3 clusters Score -244027.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -244027.890625 Penalty: 790.603271
	Iteration 26Q: 3 clusters Score -244027.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -244028.796875 Penalty: 790.603271
	Iteration 27Q: 3 clusters Score -244028.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -244030.109375 Penalty: 790.603271
	Iteration 28Q: 3 clusters Score -244030.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -244031.562500 Penalty: 790.603271
	Iteration 29Q: 3 clusters Score -244031.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -244032.046875 Penalty: 790.603271
	Iteration 30Q: 3 clusters Score -244032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -244032.421875 Penalty: 790.603271
	Iteration 31Q: 3 clusters Score -244032.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -244033.375000 Penalty: 790.603271
	Iteration 32Q: 3 clusters Score -244033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -244033.375000 Penalty: 790.603271
	Iteration 33F: 3 clusters Score -244033.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Entering Unmasked Estep 
Score: -249088.281250 Penalty: 398.055084
	Iteration 0F: 2 clusters Score -249088.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -244888.531250 Penalty: 796.110168
	Iteration 0F: 3 clusters Score -244888.5 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -246956.390625 Penalty: 796.110168
	Iteration 1F: 3 clusters Score -246956.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -247301.781250 Penalty: 796.110168
	Iteration 2F: 3 clusters Score -247301.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -247657.875000 Penalty: 796.110168
	Iteration 3F: 3 clusters Score -247657.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -247957.171875 Penalty: 796.110168
	Iteration 4F: 3 clusters Score -247957.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -248140.468750 Penalty: 796.110168
	Iteration 5Q: 3 clusters Score -248140.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -248249.734375 Penalty: 796.110168
	Iteration 6Q: 3 clusters Score -248249.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -248299.234375 Penalty: 796.110168
	Iteration 7Q: 3 clusters Score -248299.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -248324.171875 Penalty: 796.110168
	Iteration 8Q: 3 clusters Score -248324.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -248344.437500 Penalty: 796.110168
	Iteration 9Q: 3 clusters Score -248344.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -248356.796875 Penalty: 796.110168
	Iteration 10Q: 3 clusters Score -248356.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -248369.031250 Penalty: 796.110168
	Iteration 11Q: 3 clusters Score -248369 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -248381.296875 Penalty: 796.110168
	Iteration 12Q: 3 clusters Score -248381.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -248391.718750 Penalty: 796.110168
	Iteration 13Q: 3 clusters Score -248391.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -248397.578125 Penalty: 796.110168
	Iteration 14Q: 3 clusters Score -248397.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -248401.484375 Penalty: 796.110168
	Iteration 15Q: 3 clusters Score -248401.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -248402.468750 Penalty: 796.110168
	Iteration 16Q: 3 clusters Score -248402.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -248404.078125 Penalty: 796.110168
	Iteration 17Q: 3 clusters Score -248404.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -248405.656250 Penalty: 796.110168
	Iteration 18Q: 3 clusters Score -248405.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -248406.296875 Penalty: 796.110168
	Iteration 19Q: 3 clusters Score -248406.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -248407.421875 Penalty: 796.110168
	Iteration 20F: 3 clusters Score -248407.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -248407.625000 Penalty: 796.110168
	Iteration 21Q: 3 clusters Score -248407.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -248408.593750 Penalty: 796.110168
	Iteration 22Q: 3 clusters Score -248408.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -248408.125000 Penalty: 796.110168
	Iteration 23Q: 3 clusters Score -248408.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -248408.984375 Penalty: 796.110168
	Iteration 24Q: 3 clusters Score -248409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -248409.781250 Penalty: 796.110168
	Iteration 25Q: 3 clusters Score -248409.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -248411.437500 Penalty: 796.110168
	Iteration 26Q: 3 clusters Score -248411.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -248412.687500 Penalty: 796.110168
	Iteration 27Q: 3 clusters Score -248412.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -248413.859375 Penalty: 796.110168
	Iteration 28Q: 3 clusters Score -248413.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -248414.625000 Penalty: 796.110168
	Iteration 29Q: 3 clusters Score -248414.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -248416.203125 Penalty: 796.110168
	Iteration 30Q: 3 clusters Score -248416.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -248418.734375 Penalty: 796.110168
	Iteration 31Q: 3 clusters Score -248418.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -248420.656250 Penalty: 796.110168
	Iteration 32Q: 3 clusters Score -248420.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -248422.281250 Penalty: 796.110168
	Iteration 33Q: 3 clusters Score -248422.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -248423.062500 Penalty: 796.110168
	Iteration 34Q: 3 clusters Score -248423.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -248423.531250 Penalty: 796.110168
	Iteration 35Q: 3 clusters Score -248423.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -248423.546875 Penalty: 796.110168
	Iteration 36Q: 3 clusters Score -248423.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -248424.265625 Penalty: 796.110168
	Iteration 37Q: 3 clusters Score -248424.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -248424.531250 Penalty: 796.110168
	Iteration 38Q: 3 clusters Score -248424.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -248425.265625 Penalty: 796.110168
	Iteration 39Q: 3 clusters Score -248425.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -248425.343750 Penalty: 796.110168
	Iteration 40F: 3 clusters Score -248425.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -248425.078125 Penalty: 796.110168
	Iteration 41Q: 3 clusters Score -248425.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -248425.562500 Penalty: 796.110168
	Iteration 42Q: 3 clusters Score -248425.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -248425.562500 Penalty: 796.110168
	Iteration 43Q: 3 clusters Score -248425.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -248425.671875 Penalty: 796.110168
	Iteration 44Q: 3 clusters Score -248425.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -248425.750000 Penalty: 796.110168
	Iteration 45Q: 3 clusters Score -248425.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -248425.906250 Penalty: 796.110168
	Iteration 46Q: 3 clusters Score -248425.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -248425.906250 Penalty: 796.110168
	Iteration 47F: 3 clusters Score -248425.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Entering Unmasked Estep 
Score: -1082987.125000 Penalty: 463.419830
	Iteration 0F: 2 clusters Score -1082987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1065312.500000 Penalty: 926.839661
	Iteration 0F: 3 clusters Score -1065312 nChanged 12732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1073605.875000 Penalty: 926.839661
	Iteration 1F: 3 clusters Score -1073606 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1074683.625000 Penalty: 926.839661
	Iteration 2F: 3 clusters Score -1074684 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1076087.875000 Penalty: 926.839661
	Iteration 3F: 3 clusters Score -1076088 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1077777.375000 Penalty: 926.839661
	Iteration 4F: 3 clusters Score -1077777 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1079405.625000 Penalty: 926.839661
	Iteration 5F: 3 clusters Score -1079406 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1080621.750000 Penalty: 926.839661
	Iteration 6Q: 3 clusters Score -1080622 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1081288.250000 Penalty: 926.839661
	Iteration 7Q: 3 clusters Score -1081288 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1081638.000000 Penalty: 926.839661
	Iteration 8Q: 3 clusters Score -1081638 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1081875.875000 Penalty: 926.839661
	Iteration 9Q: 3 clusters Score -1081876 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1082086.750000 Penalty: 926.839661
	Iteration 10Q: 3 clusters Score -1082087 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1082234.500000 Penalty: 926.839661
	Iteration 11Q: 3 clusters Score -1082234 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1082342.500000 Penalty: 926.839661
	Iteration 12Q: 3 clusters Score -1082342 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1082422.500000 Penalty: 926.839661
	Iteration 13Q: 3 clusters Score -1082422 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1082472.375000 Penalty: 926.839661
	Iteration 14Q: 3 clusters Score -1082472 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1082506.000000 Penalty: 926.839661
	Iteration 15Q: 3 clusters Score -1082506 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1082533.375000 Penalty: 926.839661
	Iteration 16Q: 3 clusters Score -1082533 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1082559.750000 Penalty: 926.839661
	Iteration 17Q: 3 clusters Score -1082560 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1082581.375000 Penalty: 926.839661
	Iteration 18Q: 3 clusters Score -1082581 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1082607.500000 Penalty: 926.839661
	Iteration 19Q: 3 clusters Score -1082608 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1082619.250000 Penalty: 926.839661
	Iteration 20F: 3 clusters Score -1082619 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1082632.750000 Penalty: 926.839661
	Iteration 21Q: 3 clusters Score -1082633 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1082648.625000 Penalty: 926.839661
	Iteration 22Q: 3 clusters Score -1082649 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1082660.125000 Penalty: 926.839661
	Iteration 23Q: 3 clusters Score -1082660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1082674.375000 Penalty: 926.839661
	Iteration 24Q: 3 clusters Score -1082674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1082693.500000 Penalty: 926.839661
	Iteration 25Q: 3 clusters Score -1082694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1082707.625000 Penalty: 926.839661
	Iteration 26Q: 3 clusters Score -1082708 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1082724.750000 Penalty: 926.839661
	Iteration 27Q: 3 clusters Score -1082725 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1082738.375000 Penalty: 926.839661
	Iteration 28Q: 3 clusters Score -1082738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1082741.750000 Penalty: 926.839661
	Iteration 29Q: 3 clusters Score -1082742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1082748.125000 Penalty: 926.839661
	Iteration 30Q: 3 clusters Score -1082748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1082755.375000 Penalty: 926.839661
	Iteration 31Q: 3 clusters Score -1082755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1082756.000000 Penalty: 926.839661
	Iteration 32Q: 3 clusters Score -1082756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1082758.000000 Penalty: 926.839661
	Iteration 33Q: 3 clusters Score -1082758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1082757.750000 Penalty: 926.839661
	Iteration 34Q: 3 clusters Score -1082758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1082757.250000 Penalty: 926.839661
	Iteration 35Q: 3 clusters Score -1082757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1082757.250000 Penalty: 926.839661
	Iteration 36F: 3 clusters Score -1082757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -85614.632812 Penalty: 347.163910
	Iteration 0F: 2 clusters Score -85614.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -84171.906250 Penalty: 694.327820
	Iteration 0F: 3 clusters Score -84171.91 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -84650.937500 Penalty: 694.327820
	Iteration 1F: 3 clusters Score -84650.94 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -84741.328125 Penalty: 694.327820
	Iteration 2F: 3 clusters Score -84741.33 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -84809.937500 Penalty: 694.327820
	Iteration 3F: 3 clusters Score -84809.94 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -84874.312500 Penalty: 694.327820
	Iteration 4F: 3 clusters Score -84874.31 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -84943.234375 Penalty: 694.327820
	Iteration 5F: 3 clusters Score -84943.23 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -85022.570312 Penalty: 694.327820
	Iteration 6F: 3 clusters Score -85022.57 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -85091.421875 Penalty: 694.327820
	Iteration 7Q: 3 clusters Score -85091.42 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -85134.000000 Penalty: 694.327820
	Iteration 8Q: 3 clusters Score -85134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -85165.507812 Penalty: 694.327820
	Iteration 9Q: 3 clusters Score -85165.51 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -85183.671875 Penalty: 694.327820
	Iteration 10Q: 3 clusters Score -85183.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -85195.210938 Penalty: 694.327820
	Iteration 11Q: 3 clusters Score -85195.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -85204.460938 Penalty: 694.327820
	Iteration 12Q: 3 clusters Score -85204.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -85214.976562 Penalty: 694.327820
	Iteration 13Q: 3 clusters Score -85214.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -85225.250000 Penalty: 694.327820
	Iteration 14Q: 3 clusters Score -85225.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -85236.937500 Penalty: 694.327820
	Iteration 15Q: 3 clusters Score -85236.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -85254.140625 Penalty: 694.327820
	Iteration 16Q: 3 clusters Score -85254.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -85267.890625 Penalty: 694.327820
	Iteration 17Q: 3 clusters Score -85267.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -85279.546875 Penalty: 694.327820
	Iteration 18Q: 3 clusters Score -85279.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -85290.015625 Penalty: 694.327820
	Iteration 19Q: 3 clusters Score -85290.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -85295.046875 Penalty: 694.327820
	Iteration 20F: 3 clusters Score -85295.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -85298.812500 Penalty: 694.327820
	Iteration 21Q: 3 clusters Score -85298.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -85303.601562 Penalty: 694.327820
	Iteration 22Q: 3 clusters Score -85303.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -85313.796875 Penalty: 694.327820
	Iteration 23Q: 3 clusters Score -85313.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -85321.257812 Penalty: 694.327820
	Iteration 24Q: 3 clusters Score -85321.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -85326.656250 Penalty: 694.327820
	Iteration 25Q: 3 clusters Score -85326.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -85328.859375 Penalty: 694.327820
	Iteration 26Q: 3 clusters Score -85328.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -85330.093750 Penalty: 694.327820
	Iteration 27Q: 3 clusters Score -85330.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -85331.250000 Penalty: 694.327820
	Iteration 28Q: 3 clusters Score -85331.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -85332.671875 Penalty: 694.327820
	Iteration 29Q: 3 clusters Score -85332.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -85333.617188 Penalty: 694.327820
	Iteration 30Q: 3 clusters Score -85333.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -85334.328125 Penalty: 694.327820
	Iteration 31Q: 3 clusters Score -85334.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -85336.593750 Penalty: 694.327820
	Iteration 32Q: 3 clusters Score -85336.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -85336.593750 Penalty: 694.327820
	Iteration 33F: 3 clusters Score -85336.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Entering Unmasked Estep 
Score: -286863.625000 Penalty: 404.838348
	Iteration 0F: 2 clusters Score -286863.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -282025.250000 Penalty: 809.676697
	Iteration 0F: 3 clusters Score -282025.2 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -284228.718750 Penalty: 809.676697
	Iteration 1F: 3 clusters Score -284228.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -284653.687500 Penalty: 809.676697
	Iteration 2F: 3 clusters Score -284653.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -285120.687500 Penalty: 809.676697
	Iteration 3F: 3 clusters Score -285120.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -285547.687500 Penalty: 809.676697
	Iteration 4F: 3 clusters Score -285547.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -285896.312500 Penalty: 809.676697
	Iteration 5F: 3 clusters Score -285896.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -286116.812500 Penalty: 809.676697
	Iteration 6Q: 3 clusters Score -286116.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -286259.125000 Penalty: 809.676697
	Iteration 7Q: 3 clusters Score -286259.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -286349.718750 Penalty: 809.676697
	Iteration 8Q: 3 clusters Score -286349.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -286401.312500 Penalty: 809.676697
	Iteration 9Q: 3 clusters Score -286401.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -286433.593750 Penalty: 809.676697
	Iteration 10Q: 3 clusters Score -286433.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -286453.218750 Penalty: 809.676697
	Iteration 11Q: 3 clusters Score -286453.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -286470.718750 Penalty: 809.676697
	Iteration 12Q: 3 clusters Score -286470.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -286490.562500 Penalty: 809.676697
	Iteration 13Q: 3 clusters Score -286490.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -286510.062500 Penalty: 809.676697
	Iteration 14Q: 3 clusters Score -286510.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -286524.718750 Penalty: 809.676697
	Iteration 15Q: 3 clusters Score -286524.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -286533.875000 Penalty: 809.676697
	Iteration 16Q: 3 clusters Score -286533.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -286543.937500 Penalty: 809.676697
	Iteration 17Q: 3 clusters Score -286543.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -286549.312500 Penalty: 809.676697
	Iteration 18Q: 3 clusters Score -286549.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -286554.718750 Penalty: 809.676697
	Iteration 19Q: 3 clusters Score -286554.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -286557.875000 Penalty: 809.676697
	Iteration 20F: 3 clusters Score -286557.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -286561.000000 Penalty: 809.676697
	Iteration 21Q: 3 clusters Score -286561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -286562.187500 Penalty: 809.676697
	Iteration 22Q: 3 clusters Score -286562.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -286563.250000 Penalty: 809.676697
	Iteration 23Q: 3 clusters Score -286563.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -286564.000000 Penalty: 809.676697
	Iteration 24Q: 3 clusters Score -286564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -286564.281250 Penalty: 809.676697
	Iteration 25Q: 3 clusters Score -286564.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -286564.250000 Penalty: 809.676697
	Iteration 26Q: 3 clusters Score -286564.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -286564.343750 Penalty: 809.676697
	Iteration 27Q: 3 clusters Score -286564.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -286564.343750 Penalty: 809.676697
	Iteration 28F: 3 clusters Score -286564.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (301260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301260 members 
Entering Unmasked Estep 
Score: -12489134.000000 Penalty: 574.015686
	Iteration 0F: 2 clusters Score -1.248913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151174 members 
Mstep: Class 2 contains 150086 members 
Entering Unmasked Estep 
Score: -12283763.000000 Penalty: 1148.031372
	Iteration 0F: 3 clusters Score -1.228376e+07 nChanged 149243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170201 members 
Mstep: Class 2 contains 131059 members 
Entering Unmasked Estep 
Score: -12375719.000000 Penalty: 1148.031372
	Iteration 1F: 3 clusters Score -1.237572e+07 nChanged 13061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182454 members 
Mstep: Class 2 contains 118806 members 
Entering Unmasked Estep 
Score: -12382198.000000 Penalty: 1148.031372
	Iteration 2Q: 3 clusters Score -1.23822e+07 nChanged 19066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201436 members 
Mstep: Class 2 contains 99824 members 
Entering Unmasked Estep 
Score: -12394384.000000 Penalty: 1148.031372
	Iteration 3F: 3 clusters Score -1.239438e+07 nChanged 27019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228453 members 
Mstep: Class 2 contains 72807 members 
Entering Unmasked Estep 
Score: -12416501.000000 Penalty: 1148.031372
	Iteration 4F: 3 clusters Score -1.24165e+07 nChanged 32041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260494 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -12447648.000000 Penalty: 1148.031372
	Iteration 5F: 3 clusters Score -1.244765e+07 nChanged 26190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286684 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -12474436.000000 Penalty: 1148.031372
	Iteration 6F: 3 clusters Score -1.247444e+07 nChanged 11550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298234 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -12485769.000000 Penalty: 1148.031372
	Iteration 7Q: 3 clusters Score -1.248577e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300693 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -12488043.000000 Penalty: 1148.031372
	Iteration 8Q: 3 clusters Score -1.248804e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301136 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12488493.000000 Penalty: 1148.031372
	Iteration 9Q: 3 clusters Score -1.248849e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301199 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12488588.000000 Penalty: 1148.031372
	Iteration 10Q: 3 clusters Score -1.248859e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301207 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -12488617.000000 Penalty: 1148.031372
	Iteration 11Q: 3 clusters Score -1.248862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301207 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -12488632.000000 Penalty: 1148.031372
	Iteration 12Q: 3 clusters Score -1.248863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301206 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12488626.000000 Penalty: 1148.031372
	Iteration 13Q: 3 clusters Score -1.248863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301206 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12488634.000000 Penalty: 1148.031372
	Iteration 14Q: 3 clusters Score -1.248863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301207 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -12488632.000000 Penalty: 1148.031372
	Iteration 15Q: 3 clusters Score -1.248863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301207 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -12488632.000000 Penalty: 1148.031372
	Iteration 16F: 3 clusters Score -1.248863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Entering Unmasked Estep 
Score: -2424844.750000 Penalty: 500.674347
	Iteration 0F: 2 clusters Score -2424845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -2384283.250000 Penalty: 1001.348694
	Iteration 0F: 3 clusters Score -2384283 nChanged 29259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -2403048.250000 Penalty: 1001.348694
	Iteration 1F: 3 clusters Score -2403048 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -2404095.500000 Penalty: 1001.348694
	Iteration 2Q: 3 clusters Score -2404096 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -2405386.500000 Penalty: 1001.348694
	Iteration 3Q: 3 clusters Score -2405386 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -2406979.000000 Penalty: 1001.348694
	Iteration 4F: 3 clusters Score -2406979 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -2408969.500000 Penalty: 1001.348694
	Iteration 5F: 3 clusters Score -2408970 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2411315.750000 Penalty: 1001.348694
	Iteration 6F: 3 clusters Score -2411316 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2413453.000000 Penalty: 1001.348694
	Iteration 7F: 3 clusters Score -2413453 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2414956.000000 Penalty: 1001.348694
	Iteration 8Q: 3 clusters Score -2414956 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2415830.500000 Penalty: 1001.348694
	Iteration 9Q: 3 clusters Score -2415830 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2416437.750000 Penalty: 1001.348694
	Iteration 10Q: 3 clusters Score -2416438 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2416988.750000 Penalty: 1001.348694
	Iteration 11Q: 3 clusters Score -2416989 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2417631.750000 Penalty: 1001.348694
	Iteration 12Q: 3 clusters Score -2417632 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2418291.500000 Penalty: 1001.348694
	Iteration 13Q: 3 clusters Score -2418292 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2418920.000000 Penalty: 1001.348694
	Iteration 14Q: 3 clusters Score -2418920 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2419584.500000 Penalty: 1001.348694
	Iteration 15Q: 3 clusters Score -2419584 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2420220.250000 Penalty: 1001.348694
	Iteration 16Q: 3 clusters Score -2420220 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2420769.000000 Penalty: 1001.348694
	Iteration 17Q: 3 clusters Score -2420769 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2421313.500000 Penalty: 1001.348694
	Iteration 18Q: 3 clusters Score -2421314 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2421769.250000 Penalty: 1001.348694
	Iteration 19Q: 3 clusters Score -2421769 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2422189.500000 Penalty: 1001.348694
	Iteration 20F: 3 clusters Score -2422190 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2422547.750000 Penalty: 1001.348694
	Iteration 21Q: 3 clusters Score -2422548 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2422851.500000 Penalty: 1001.348694
	Iteration 22Q: 3 clusters Score -2422852 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2423096.250000 Penalty: 1001.348694
	Iteration 23Q: 3 clusters Score -2423096 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2423331.750000 Penalty: 1001.348694
	Iteration 24Q: 3 clusters Score -2423332 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2423509.250000 Penalty: 1001.348694
	Iteration 25Q: 3 clusters Score -2423509 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57998 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2423665.000000 Penalty: 1001.348694
	Iteration 26Q: 3 clusters Score -2423665 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2423786.500000 Penalty: 1001.348694
	Iteration 27Q: 3 clusters Score -2423786 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2423891.750000 Penalty: 1001.348694
	Iteration 28Q: 3 clusters Score -2423892 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2423971.250000 Penalty: 1001.348694
	Iteration 29Q: 3 clusters Score -2423971 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2424032.000000 Penalty: 1001.348694
	Iteration 30Q: 3 clusters Score -2424032 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59028 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2424094.250000 Penalty: 1001.348694
	Iteration 31Q: 3 clusters Score -2424094 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2424145.750000 Penalty: 1001.348694
	Iteration 32Q: 3 clusters Score -2424146 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2424187.250000 Penalty: 1001.348694
	Iteration 33Q: 3 clusters Score -2424187 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2424216.250000 Penalty: 1001.348694
	Iteration 34Q: 3 clusters Score -2424216 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2424229.250000 Penalty: 1001.348694
	Iteration 35Q: 3 clusters Score -2424229 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59465 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2424242.500000 Penalty: 1001.348694
	Iteration 36Q: 3 clusters Score -2424242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2424264.750000 Penalty: 1001.348694
	Iteration 37Q: 3 clusters Score -2424265 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2424291.000000 Penalty: 1001.348694
	Iteration 38Q: 3 clusters Score -2424291 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2424316.250000 Penalty: 1001.348694
	Iteration 39Q: 3 clusters Score -2424316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2424335.250000 Penalty: 1001.348694
	Iteration 40F: 3 clusters Score -2424335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59671 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2424347.500000 Penalty: 1001.348694
	Iteration 41Q: 3 clusters Score -2424348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2424356.750000 Penalty: 1001.348694
	Iteration 42Q: 3 clusters Score -2424357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59729 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2424369.250000 Penalty: 1001.348694
	Iteration 43Q: 3 clusters Score -2424369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2424381.250000 Penalty: 1001.348694
	Iteration 44Q: 3 clusters Score -2424381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59775 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2424393.500000 Penalty: 1001.348694
	Iteration 45Q: 3 clusters Score -2424394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2424401.500000 Penalty: 1001.348694
	Iteration 46Q: 3 clusters Score -2424402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59800 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2424407.750000 Penalty: 1001.348694
	Iteration 47Q: 3 clusters Score -2424408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2424411.500000 Penalty: 1001.348694
	Iteration 48Q: 3 clusters Score -2424412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2424414.250000 Penalty: 1001.348694
	Iteration 49Q: 3 clusters Score -2424414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2424414.000000 Penalty: 1001.348694
	Iteration 50Q: 3 clusters Score -2424414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59827 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2424417.000000 Penalty: 1001.348694
	Iteration 51Q: 3 clusters Score -2424417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59829 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2424417.500000 Penalty: 1001.348694
	Iteration 52Q: 3 clusters Score -2424418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2424417.250000 Penalty: 1001.348694
	Iteration 53Q: 3 clusters Score -2424417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59832 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2424418.250000 Penalty: 1001.348694
	Iteration 54Q: 3 clusters Score -2424418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59835 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2424422.000000 Penalty: 1001.348694
	Iteration 55Q: 3 clusters Score -2424422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2424423.500000 Penalty: 1001.348694
	Iteration 56Q: 3 clusters Score -2424424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59838 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2424425.500000 Penalty: 1001.348694
	Iteration 57Q: 3 clusters Score -2424426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59841 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2424426.500000 Penalty: 1001.348694
	Iteration 58Q: 3 clusters Score -2424426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2424424.000000 Penalty: 1001.348694
	Iteration 59Q: 3 clusters Score -2424424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2424424.000000 Penalty: 1001.348694
	Iteration 60F: 3 clusters Score -2424424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -16281.796875 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -16281.8 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 255 members 
Entering Unmasked Estep 
Score: -15847.280273 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -15847.28 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -15990.867188 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -15990.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -16016.775391 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -16016.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -16032.096680 Penalty: 563.318665
	Iteration 3Q: 3 clusters Score -16032.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -16045.560547 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -16045.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -16060.510742 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -16060.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -16070.255859 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -16070.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -16072.185547 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -16072.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -16072.488281 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -16072.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -16072.488281 Penalty: 563.318665
	Iteration 9F: 3 clusters Score -16072.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -20527.810547 Penalty: 294.911743
	Iteration 0F: 2 clusters Score -20527.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -19948.888672 Penalty: 589.823486
	Iteration 0F: 3 clusters Score -19948.89 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20228.490234 Penalty: 589.823486
	Iteration 1F: 3 clusters Score -20228.49 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20320.087891 Penalty: 589.823486
	Iteration 2F: 3 clusters Score -20320.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20353.064453 Penalty: 589.823486
	Iteration 3F: 3 clusters Score -20353.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20371.076172 Penalty: 589.823486
	Iteration 4Q: 3 clusters Score -20371.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -20389.464844 Penalty: 589.823486
	Iteration 5Q: 3 clusters Score -20389.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -20416.365234 Penalty: 589.823486
	Iteration 6Q: 3 clusters Score -20416.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -20437.503906 Penalty: 589.823486
	Iteration 7Q: 3 clusters Score -20437.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -20446.978516 Penalty: 589.823486
	Iteration 8Q: 3 clusters Score -20446.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -20454.841797 Penalty: 589.823486
	Iteration 9Q: 3 clusters Score -20454.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -20459.470703 Penalty: 589.823486
	Iteration 10Q: 3 clusters Score -20459.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20460.908203 Penalty: 589.823486
	Iteration 11Q: 3 clusters Score -20460.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -20461.812500 Penalty: 589.823486
	Iteration 12Q: 3 clusters Score -20461.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -20462.572266 Penalty: 589.823486
	Iteration 13Q: 3 clusters Score -20462.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -20464.626953 Penalty: 589.823486
	Iteration 14Q: 3 clusters Score -20464.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -20465.658203 Penalty: 589.823486
	Iteration 15Q: 3 clusters Score -20465.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -20466.136719 Penalty: 589.823486
	Iteration 16Q: 3 clusters Score -20466.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -20466.996094 Penalty: 589.823486
	Iteration 17Q: 3 clusters Score -20467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20468.437500 Penalty: 589.823486
	Iteration 18Q: 3 clusters Score -20468.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -20469.060547 Penalty: 589.823486
	Iteration 19Q: 3 clusters Score -20469.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -20474.167969 Penalty: 589.823486
	Iteration 20F: 3 clusters Score -20474.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -20481.335938 Penalty: 589.823486
	Iteration 21Q: 3 clusters Score -20481.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -20492.541016 Penalty: 589.823486
	Iteration 22Q: 3 clusters Score -20492.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -20500.722656 Penalty: 589.823486
	Iteration 23Q: 3 clusters Score -20500.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -20503.656250 Penalty: 589.823486
	Iteration 24Q: 3 clusters Score -20503.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -20506.019531 Penalty: 589.823486
	Iteration 25Q: 3 clusters Score -20506.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -20509.162109 Penalty: 589.823486
	Iteration 26Q: 3 clusters Score -20509.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -20512.953125 Penalty: 589.823486
	Iteration 27Q: 3 clusters Score -20512.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -20517.316406 Penalty: 589.823486
	Iteration 28Q: 3 clusters Score -20517.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -20521.255859 Penalty: 589.823486
	Iteration 29Q: 3 clusters Score -20521.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -20522.517578 Penalty: 589.823486
	Iteration 30Q: 3 clusters Score -20522.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -20523.240234 Penalty: 589.823486
	Iteration 31Q: 3 clusters Score -20523.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -20523.990234 Penalty: 589.823486
	Iteration 32Q: 3 clusters Score -20523.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -20525.427734 Penalty: 589.823486
	Iteration 33Q: 3 clusters Score -20525.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -20525.591797 Penalty: 589.823486
	Iteration 34Q: 3 clusters Score -20525.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -20525.591797 Penalty: 589.823486
	Iteration 35F: 3 clusters Score -20525.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Entering Unmasked Estep 
Score: -138234.500000 Penalty: 370.675293
	Iteration 0F: 2 clusters Score -138234.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -135832.281250 Penalty: 741.350586
	Iteration 0F: 3 clusters Score -135832.3 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -136810.265625 Penalty: 741.350586
	Iteration 1F: 3 clusters Score -136810.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -136974.468750 Penalty: 741.350586
	Iteration 2F: 3 clusters Score -136974.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -137168.171875 Penalty: 741.350586
	Iteration 3F: 3 clusters Score -137168.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -137307.578125 Penalty: 741.350586
	Iteration 4F: 3 clusters Score -137307.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -137433.625000 Penalty: 741.350586
	Iteration 5Q: 3 clusters Score -137433.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -137543.671875 Penalty: 741.350586
	Iteration 6Q: 3 clusters Score -137543.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -137660.984375 Penalty: 741.350586
	Iteration 7Q: 3 clusters Score -137661 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -137743.156250 Penalty: 741.350586
	Iteration 8Q: 3 clusters Score -137743.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -137816.890625 Penalty: 741.350586
	Iteration 9Q: 3 clusters Score -137816.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -137859.015625 Penalty: 741.350586
	Iteration 10Q: 3 clusters Score -137859 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -137884.734375 Penalty: 741.350586
	Iteration 11Q: 3 clusters Score -137884.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -137914.671875 Penalty: 741.350586
	Iteration 12Q: 3 clusters Score -137914.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -137939.671875 Penalty: 741.350586
	Iteration 13Q: 3 clusters Score -137939.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -137979.812500 Penalty: 741.350586
	Iteration 14Q: 3 clusters Score -137979.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -138018.187500 Penalty: 741.350586
	Iteration 15Q: 3 clusters Score -138018.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -138036.890625 Penalty: 741.350586
	Iteration 16Q: 3 clusters Score -138036.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -138046.281250 Penalty: 741.350586
	Iteration 17Q: 3 clusters Score -138046.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -138053.234375 Penalty: 741.350586
	Iteration 18Q: 3 clusters Score -138053.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -138059.031250 Penalty: 741.350586
	Iteration 19Q: 3 clusters Score -138059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -138060.875000 Penalty: 741.350586
	Iteration 20F: 3 clusters Score -138060.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -138062.593750 Penalty: 741.350586
	Iteration 21Q: 3 clusters Score -138062.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -138064.031250 Penalty: 741.350586
	Iteration 22Q: 3 clusters Score -138064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -138065.046875 Penalty: 741.350586
	Iteration 23Q: 3 clusters Score -138065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -138065.437500 Penalty: 741.350586
	Iteration 24Q: 3 clusters Score -138065.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -138066.234375 Penalty: 741.350586
	Iteration 25Q: 3 clusters Score -138066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -138066.343750 Penalty: 741.350586
	Iteration 26Q: 3 clusters Score -138066.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -138067.031250 Penalty: 741.350586
	Iteration 27Q: 3 clusters Score -138067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -138066.953125 Penalty: 741.350586
	Iteration 28Q: 3 clusters Score -138067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -138066.953125 Penalty: 741.350586
	Iteration 29F: 3 clusters Score -138067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -44570.851562 Penalty: 326.100220
	Iteration 0F: 2 clusters Score -44570.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -43600.753906 Penalty: 652.200439
	Iteration 0F: 3 clusters Score -43600.75 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -43903.351562 Penalty: 652.200439
	Iteration 1F: 3 clusters Score -43903.35 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -43970.500000 Penalty: 652.200439
	Iteration 2F: 3 clusters Score -43970.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -44028.734375 Penalty: 652.200439
	Iteration 3F: 3 clusters Score -44028.73 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -44092.152344 Penalty: 652.200439
	Iteration 4F: 3 clusters Score -44092.15 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -44158.390625 Penalty: 652.200439
	Iteration 5F: 3 clusters Score -44158.39 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -44218.902344 Penalty: 652.200439
	Iteration 6Q: 3 clusters Score -44218.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -44252.316406 Penalty: 652.200439
	Iteration 7Q: 3 clusters Score -44252.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -44267.753906 Penalty: 652.200439
	Iteration 8Q: 3 clusters Score -44267.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -44274.175781 Penalty: 652.200439
	Iteration 9Q: 3 clusters Score -44274.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -44284.476562 Penalty: 652.200439
	Iteration 10Q: 3 clusters Score -44284.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -44291.269531 Penalty: 652.200439
	Iteration 11Q: 3 clusters Score -44291.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -44293.015625 Penalty: 652.200439
	Iteration 12Q: 3 clusters Score -44293.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -44294.003906 Penalty: 652.200439
	Iteration 13Q: 3 clusters Score -44294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -44294.265625 Penalty: 652.200439
	Iteration 14Q: 3 clusters Score -44294.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -44294.675781 Penalty: 652.200439
	Iteration 15Q: 3 clusters Score -44294.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -44294.863281 Penalty: 652.200439
	Iteration 16Q: 3 clusters Score -44294.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -44295.132812 Penalty: 652.200439
	Iteration 17Q: 3 clusters Score -44295.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -44295.449219 Penalty: 652.200439
	Iteration 18Q: 3 clusters Score -44295.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -44295.515625 Penalty: 652.200439
	Iteration 19Q: 3 clusters Score -44295.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -44295.636719 Penalty: 652.200439
	Iteration 20F: 3 clusters Score -44295.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -44295.886719 Penalty: 652.200439
	Iteration 21Q: 3 clusters Score -44295.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -44296.000000 Penalty: 652.200439
	Iteration 22Q: 3 clusters Score -44296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -44297.210938 Penalty: 652.200439
	Iteration 23Q: 3 clusters Score -44297.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -44299.652344 Penalty: 652.200439
	Iteration 24Q: 3 clusters Score -44299.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -44301.277344 Penalty: 652.200439
	Iteration 25Q: 3 clusters Score -44301.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -44304.777344 Penalty: 652.200439
	Iteration 26Q: 3 clusters Score -44304.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -44325.257812 Penalty: 652.200439
	Iteration 27Q: 3 clusters Score -44325.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -44335.445312 Penalty: 652.200439
	Iteration 28Q: 3 clusters Score -44335.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -44347.691406 Penalty: 652.200439
	Iteration 29Q: 3 clusters Score -44347.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -44354.640625 Penalty: 652.200439
	Iteration 30Q: 3 clusters Score -44354.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -44368.335938 Penalty: 652.200439
	Iteration 31Q: 3 clusters Score -44368.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -44385.324219 Penalty: 652.200439
	Iteration 32Q: 3 clusters Score -44385.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -44408.265625 Penalty: 652.200439
	Iteration 33Q: 3 clusters Score -44408.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -44416.734375 Penalty: 652.200439
	Iteration 34Q: 3 clusters Score -44416.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -44419.960938 Penalty: 652.200439
	Iteration 35Q: 3 clusters Score -44419.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -44421.097656 Penalty: 652.200439
	Iteration 36Q: 3 clusters Score -44421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -44421.824219 Penalty: 652.200439
	Iteration 37Q: 3 clusters Score -44421.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -44421.914062 Penalty: 652.200439
	Iteration 38Q: 3 clusters Score -44421.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -44421.914062 Penalty: 652.200439
	Iteration 39F: 3 clusters Score -44421.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Entering Unmasked Estep 
Score: -226292.953125 Penalty: 391.893707
	Iteration 0F: 2 clusters Score -226293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -222595.359375 Penalty: 783.787415
	Iteration 0F: 3 clusters Score -222595.4 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -224085.296875 Penalty: 783.787415
	Iteration 1F: 3 clusters Score -224085.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -224319.515625 Penalty: 783.787415
	Iteration 2F: 3 clusters Score -224319.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -224533.046875 Penalty: 783.787415
	Iteration 3F: 3 clusters Score -224533 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -224776.718750 Penalty: 783.787415
	Iteration 4F: 3 clusters Score -224776.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -225061.562500 Penalty: 783.787415
	Iteration 5F: 3 clusters Score -225061.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -225371.765625 Penalty: 783.787415
	Iteration 6F: 3 clusters Score -225371.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -225651.296875 Penalty: 783.787415
	Iteration 7F: 3 clusters Score -225651.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -225877.375000 Penalty: 783.787415
	Iteration 8Q: 3 clusters Score -225877.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -225981.671875 Penalty: 783.787415
	Iteration 9Q: 3 clusters Score -225981.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -226036.062500 Penalty: 783.787415
	Iteration 10Q: 3 clusters Score -226036.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -226086.171875 Penalty: 783.787415
	Iteration 11Q: 3 clusters Score -226086.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -226134.578125 Penalty: 783.787415
	Iteration 12Q: 3 clusters Score -226134.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -226155.468750 Penalty: 783.787415
	Iteration 13Q: 3 clusters Score -226155.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -226164.015625 Penalty: 783.787415
	Iteration 14Q: 3 clusters Score -226164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -226169.484375 Penalty: 783.787415
	Iteration 15Q: 3 clusters Score -226169.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -226175.906250 Penalty: 783.787415
	Iteration 16Q: 3 clusters Score -226175.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -226179.109375 Penalty: 783.787415
	Iteration 17Q: 3 clusters Score -226179.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -226181.093750 Penalty: 783.787415
	Iteration 18Q: 3 clusters Score -226181.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -226183.578125 Penalty: 783.787415
	Iteration 19Q: 3 clusters Score -226183.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -226184.796875 Penalty: 783.787415
	Iteration 20F: 3 clusters Score -226184.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -226186.984375 Penalty: 783.787415
	Iteration 21Q: 3 clusters Score -226187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -226188.328125 Penalty: 783.787415
	Iteration 22Q: 3 clusters Score -226188.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -226190.796875 Penalty: 783.787415
	Iteration 23Q: 3 clusters Score -226190.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -226192.906250 Penalty: 783.787415
	Iteration 24Q: 3 clusters Score -226192.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -226194.578125 Penalty: 783.787415
	Iteration 25Q: 3 clusters Score -226194.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -226196.296875 Penalty: 783.787415
	Iteration 26Q: 3 clusters Score -226196.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -226198.593750 Penalty: 783.787415
	Iteration 27Q: 3 clusters Score -226198.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -226199.718750 Penalty: 783.787415
	Iteration 28Q: 3 clusters Score -226199.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -226201.234375 Penalty: 783.787415
	Iteration 29Q: 3 clusters Score -226201.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -226201.859375 Penalty: 783.787415
	Iteration 30Q: 3 clusters Score -226201.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -226201.859375 Penalty: 783.787415
	Iteration 31F: 3 clusters Score -226201.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Entering Unmasked Estep 
Score: -715564.250000 Penalty: 445.469696
	Iteration 0F: 2 clusters Score -715564.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -703788.312500 Penalty: 890.939392
	Iteration 0F: 3 clusters Score -703788.3 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -709153.187500 Penalty: 890.939392
	Iteration 1F: 3 clusters Score -709153.2 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -709634.250000 Penalty: 890.939392
	Iteration 2F: 3 clusters Score -709634.2 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -710167.000000 Penalty: 890.939392
	Iteration 3F: 3 clusters Score -710167 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -710802.437500 Penalty: 890.939392
	Iteration 4F: 3 clusters Score -710802.4 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -711475.687500 Penalty: 890.939392
	Iteration 5F: 3 clusters Score -711475.7 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -712181.812500 Penalty: 890.939392
	Iteration 6F: 3 clusters Score -712181.8 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -712748.000000 Penalty: 890.939392
	Iteration 7Q: 3 clusters Score -712748 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -713109.250000 Penalty: 890.939392
	Iteration 8Q: 3 clusters Score -713109.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -713341.875000 Penalty: 890.939392
	Iteration 9Q: 3 clusters Score -713341.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -713550.562500 Penalty: 890.939392
	Iteration 10Q: 3 clusters Score -713550.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -713757.312500 Penalty: 890.939392
	Iteration 11Q: 3 clusters Score -713757.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -713971.062500 Penalty: 890.939392
	Iteration 12Q: 3 clusters Score -713971.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -714212.125000 Penalty: 890.939392
	Iteration 13Q: 3 clusters Score -714212.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -714418.437500 Penalty: 890.939392
	Iteration 14Q: 3 clusters Score -714418.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -714588.062500 Penalty: 890.939392
	Iteration 15Q: 3 clusters Score -714588.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -714749.625000 Penalty: 890.939392
	Iteration 16Q: 3 clusters Score -714749.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -714884.437500 Penalty: 890.939392
	Iteration 17Q: 3 clusters Score -714884.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -714982.250000 Penalty: 890.939392
	Iteration 18Q: 3 clusters Score -714982.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -715067.250000 Penalty: 890.939392
	Iteration 19Q: 3 clusters Score -715067.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -715157.937500 Penalty: 890.939392
	Iteration 20F: 3 clusters Score -715157.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -715223.687500 Penalty: 890.939392
	Iteration 21Q: 3 clusters Score -715223.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -715278.750000 Penalty: 890.939392
	Iteration 22Q: 3 clusters Score -715278.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -715318.937500 Penalty: 890.939392
	Iteration 23Q: 3 clusters Score -715318.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -715340.812500 Penalty: 890.939392
	Iteration 24Q: 3 clusters Score -715340.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -715354.625000 Penalty: 890.939392
	Iteration 25Q: 3 clusters Score -715354.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -715362.250000 Penalty: 890.939392
	Iteration 26Q: 3 clusters Score -715362.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -715373.312500 Penalty: 890.939392
	Iteration 27Q: 3 clusters Score -715373.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -715384.625000 Penalty: 890.939392
	Iteration 28Q: 3 clusters Score -715384.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -715390.000000 Penalty: 890.939392
	Iteration 29Q: 3 clusters Score -715390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -715397.500000 Penalty: 890.939392
	Iteration 30Q: 3 clusters Score -715397.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -715401.812500 Penalty: 890.939392
	Iteration 31Q: 3 clusters Score -715401.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -715409.125000 Penalty: 890.939392
	Iteration 32Q: 3 clusters Score -715409.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -715413.875000 Penalty: 890.939392
	Iteration 33Q: 3 clusters Score -715413.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -715419.750000 Penalty: 890.939392
	Iteration 34Q: 3 clusters Score -715419.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -715422.625000 Penalty: 890.939392
	Iteration 35Q: 3 clusters Score -715422.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -715422.812500 Penalty: 890.939392
	Iteration 36Q: 3 clusters Score -715422.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -715423.062500 Penalty: 890.939392
	Iteration 37Q: 3 clusters Score -715423.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -715423.625000 Penalty: 890.939392
	Iteration 38Q: 3 clusters Score -715423.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -715423.625000 Penalty: 890.939392
	Iteration 39F: 3 clusters Score -715423.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -33019.234375 Penalty: 310.804779
	Iteration 0F: 2 clusters Score -33019.23 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 471 members 
Entering Unmasked Estep 
Score: -32252.826172 Penalty: 621.609558
	Iteration 0F: 3 clusters Score -32252.83 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -32491.103516 Penalty: 621.609558
	Iteration 1F: 3 clusters Score -32491.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -32548.259766 Penalty: 621.609558
	Iteration 2F: 3 clusters Score -32548.26 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -32572.802734 Penalty: 621.609558
	Iteration 3F: 3 clusters Score -32572.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -32585.501953 Penalty: 621.609558
	Iteration 4Q: 3 clusters Score -32585.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -32594.695312 Penalty: 621.609558
	Iteration 5Q: 3 clusters Score -32594.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -32603.742188 Penalty: 621.609558
	Iteration 6Q: 3 clusters Score -32603.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -32613.171875 Penalty: 621.609558
	Iteration 7Q: 3 clusters Score -32613.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -32619.664062 Penalty: 621.609558
	Iteration 8Q: 3 clusters Score -32619.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -32623.533203 Penalty: 621.609558
	Iteration 9Q: 3 clusters Score -32623.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -32627.587891 Penalty: 621.609558
	Iteration 10Q: 3 clusters Score -32627.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -32631.132812 Penalty: 621.609558
	Iteration 11Q: 3 clusters Score -32631.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -32635.529297 Penalty: 621.609558
	Iteration 12Q: 3 clusters Score -32635.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -32643.031250 Penalty: 621.609558
	Iteration 13Q: 3 clusters Score -32643.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -32649.921875 Penalty: 621.609558
	Iteration 14Q: 3 clusters Score -32649.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -32656.070312 Penalty: 621.609558
	Iteration 15Q: 3 clusters Score -32656.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -32659.753906 Penalty: 621.609558
	Iteration 16Q: 3 clusters Score -32659.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -32662.330078 Penalty: 621.609558
	Iteration 17Q: 3 clusters Score -32662.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -32665.472656 Penalty: 621.609558
	Iteration 18Q: 3 clusters Score -32665.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -32667.691406 Penalty: 621.609558
	Iteration 19Q: 3 clusters Score -32667.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -32669.642578 Penalty: 621.609558
	Iteration 20F: 3 clusters Score -32669.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -32670.732422 Penalty: 621.609558
	Iteration 21Q: 3 clusters Score -32670.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -32671.333984 Penalty: 621.609558
	Iteration 22Q: 3 clusters Score -32671.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -32672.285156 Penalty: 621.609558
	Iteration 23Q: 3 clusters Score -32672.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -32672.738281 Penalty: 621.609558
	Iteration 24Q: 3 clusters Score -32672.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -32674.244141 Penalty: 621.609558
	Iteration 25Q: 3 clusters Score -32674.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -32674.408203 Penalty: 621.609558
	Iteration 26Q: 3 clusters Score -32674.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -32674.408203 Penalty: 621.609558
	Iteration 27F: 3 clusters Score -32674.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -73105.679688 Penalty: 345.613007
	Iteration 0F: 2 clusters Score -73105.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -71630.156250 Penalty: 691.226013
	Iteration 0F: 3 clusters Score -71630.16 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -72137.539062 Penalty: 691.226013
	Iteration 1F: 3 clusters Score -72137.54 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -72273.976562 Penalty: 691.226013
	Iteration 2F: 3 clusters Score -72273.98 nChanged 165
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: -72412.101562 Penalty: 691.226013
	Iteration 3F: 3 clusters Score -72412.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -72574.578125 Penalty: 691.226013
	Iteration 4F: 3 clusters Score -72574.58 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -72726.039062 Penalty: 691.226013
	Iteration 5F: 3 clusters Score -72726.04 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -72850.250000 Penalty: 691.226013
	Iteration 6F: 3 clusters Score -72850.25 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -72976.429688 Penalty: 691.226013
	Iteration 7F: 3 clusters Score -72976.43 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -73095.039062 Penalty: 691.226013
	Iteration 8Q: 3 clusters Score -73095.04 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -73188.937500 Penalty: 691.226013
	Iteration 9Q: 3 clusters Score -73188.94 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -73237.820312 Penalty: 691.226013
	Iteration 10Q: 3 clusters Score -73237.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -73267.117188 Penalty: 691.226013
	Iteration 11Q: 3 clusters Score -73267.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -73285.804688 Penalty: 691.226013
	Iteration 12Q: 3 clusters Score -73285.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -73293.601562 Penalty: 691.226013
	Iteration 13Q: 3 clusters Score -73293.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -73297.539062 Penalty: 691.226013
	Iteration 14Q: 3 clusters Score -73297.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -73299.679688 Penalty: 691.226013
	Iteration 15Q: 3 clusters Score -73299.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -73300.593750 Penalty: 691.226013
	Iteration 16Q: 3 clusters Score -73300.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -73301.039062 Penalty: 691.226013
	Iteration 17Q: 3 clusters Score -73301.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -73301.054688 Penalty: 691.226013
	Iteration 18Q: 3 clusters Score -73301.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -73301.437500 Penalty: 691.226013
	Iteration 19Q: 3 clusters Score -73301.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -73301.757812 Penalty: 691.226013
	Iteration 20F: 3 clusters Score -73301.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -73302.351562 Penalty: 691.226013
	Iteration 21Q: 3 clusters Score -73302.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -73302.703125 Penalty: 691.226013
	Iteration 22Q: 3 clusters Score -73302.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -73302.703125 Penalty: 691.226013
	Iteration 23F: 3 clusters Score -73302.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159482 members 
Mstep: Class 5 contains 13130 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 5747 members 
Mstep: Class 8 contains 4402 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 26504 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7314 members 
Mstep: Class 15 contains 301260 members 
Mstep: Class 16 contains 60104 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 653 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 17864 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 911 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 3708 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36063 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Mstep: Class 41 contains 1024 members 
Entering Unmasked Estep 
Score: -28350326.000000 Penalty: 25185.738281
Splitting cluster 24 changes total score from -28350374.000000 to -28350326.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -31157.369141 Penalty: 310.061707
	Iteration 0F: 2 clusters Score -31157.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -30404.855469 Penalty: 620.123413
	Iteration 0F: 3 clusters Score -30404.86 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -30650.826172 Penalty: 620.123413
	Iteration 1F: 3 clusters Score -30650.83 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -30736.369141 Penalty: 620.123413
	Iteration 2F: 3 clusters Score -30736.37 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -30804.380859 Penalty: 620.123413
	Iteration 3F: 3 clusters Score -30804.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -30846.347656 Penalty: 620.123413
	Iteration 4F: 3 clusters Score -30846.35 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -30874.591797 Penalty: 620.123413
	Iteration 5Q: 3 clusters Score -30874.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -30900.134766 Penalty: 620.123413
	Iteration 6Q: 3 clusters Score -30900.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -30923.339844 Penalty: 620.123413
	Iteration 7Q: 3 clusters Score -30923.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -30945.751953 Penalty: 620.123413
	Iteration 8Q: 3 clusters Score -30945.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -30961.671875 Penalty: 620.123413
	Iteration 9Q: 3 clusters Score -30961.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -30980.410156 Penalty: 620.123413
	Iteration 10Q: 3 clusters Score -30980.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -30998.664062 Penalty: 620.123413
	Iteration 11Q: 3 clusters Score -30998.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -31008.441406 Penalty: 620.123413
	Iteration 12Q: 3 clusters Score -31008.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -31016.666016 Penalty: 620.123413
	Iteration 13Q: 3 clusters Score -31016.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -31026.949219 Penalty: 620.123413
	Iteration 14Q: 3 clusters Score -31026.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -31038.156250 Penalty: 620.123413
	Iteration 15Q: 3 clusters Score -31038.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -31044.697266 Penalty: 620.123413
	Iteration 16Q: 3 clusters Score -31044.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -31051.498047 Penalty: 620.123413
	Iteration 17Q: 3 clusters Score -31051.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -31058.552734 Penalty: 620.123413
	Iteration 18Q: 3 clusters Score -31058.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -31061.636719 Penalty: 620.123413
	Iteration 19Q: 3 clusters Score -31061.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -31062.869141 Penalty: 620.123413
	Iteration 20F: 3 clusters Score -31062.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -31063.951172 Penalty: 620.123413
	Iteration 21Q: 3 clusters Score -31063.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -31063.951172 Penalty: 620.123413
	Iteration 22F: 3 clusters Score -31063.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Entering Unmasked Estep 
Score: -55423.304688 Penalty: 329.806946
	Iteration 0F: 2 clusters Score -55423.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -54356.097656 Penalty: 659.613892
	Iteration 0F: 3 clusters Score -54356.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -54672.835938 Penalty: 659.613892
	Iteration 1F: 3 clusters Score -54672.84 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -54726.812500 Penalty: 659.613892
	Iteration 2F: 3 clusters Score -54726.81 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -54784.347656 Penalty: 659.613892
	Iteration 3F: 3 clusters Score -54784.35 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -54851.570312 Penalty: 659.613892
	Iteration 4F: 3 clusters Score -54851.57 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -54922.609375 Penalty: 659.613892
	Iteration 5F: 3 clusters Score -54922.61 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -54985.632812 Penalty: 659.613892
	Iteration 6Q: 3 clusters Score -54985.63 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -55053.355469 Penalty: 659.613892
	Iteration 7Q: 3 clusters Score -55053.36 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -55118.753906 Penalty: 659.613892
	Iteration 8F: 3 clusters Score -55118.75 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -55156.230469 Penalty: 659.613892
	Iteration 9Q: 3 clusters Score -55156.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -55181.113281 Penalty: 659.613892
	Iteration 10Q: 3 clusters Score -55181.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -55203.386719 Penalty: 659.613892
	Iteration 11Q: 3 clusters Score -55203.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -55233.546875 Penalty: 659.613892
	Iteration 12Q: 3 clusters Score -55233.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -55254.128906 Penalty: 659.613892
	Iteration 13Q: 3 clusters Score -55254.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -55264.035156 Penalty: 659.613892
	Iteration 14Q: 3 clusters Score -55264.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -55269.820312 Penalty: 659.613892
	Iteration 15Q: 3 clusters Score -55269.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -55273.960938 Penalty: 659.613892
	Iteration 16Q: 3 clusters Score -55273.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -55277.953125 Penalty: 659.613892
	Iteration 17Q: 3 clusters Score -55277.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -55288.218750 Penalty: 659.613892
	Iteration 18Q: 3 clusters Score -55288.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -55294.109375 Penalty: 659.613892
	Iteration 19Q: 3 clusters Score -55294.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -55295.781250 Penalty: 659.613892
	Iteration 20F: 3 clusters Score -55295.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -55296.089844 Penalty: 659.613892
	Iteration 21Q: 3 clusters Score -55296.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -55296.089844 Penalty: 659.613892
	Iteration 22F: 3 clusters Score -55296.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Entering Unmasked Estep 
Score: -146629.390625 Penalty: 373.930298
	Iteration 0F: 2 clusters Score -146629.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -144099.421875 Penalty: 747.860596
	Iteration 0F: 3 clusters Score -144099.4 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -145163.109375 Penalty: 747.860596
	Iteration 1F: 3 clusters Score -145163.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -145391.734375 Penalty: 747.860596
	Iteration 2F: 3 clusters Score -145391.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -145682.796875 Penalty: 747.860596
	Iteration 3F: 3 clusters Score -145682.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -145955.781250 Penalty: 747.860596
	Iteration 4F: 3 clusters Score -145955.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -146186.250000 Penalty: 747.860596
	Iteration 5F: 3 clusters Score -146186.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -146304.500000 Penalty: 747.860596
	Iteration 6Q: 3 clusters Score -146304.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -146355.078125 Penalty: 747.860596
	Iteration 7Q: 3 clusters Score -146355.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -146374.906250 Penalty: 747.860596
	Iteration 8Q: 3 clusters Score -146374.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -146383.875000 Penalty: 747.860596
	Iteration 9Q: 3 clusters Score -146383.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -146387.625000 Penalty: 747.860596
	Iteration 10Q: 3 clusters Score -146387.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -146390.593750 Penalty: 747.860596
	Iteration 11Q: 3 clusters Score -146390.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -146391.578125 Penalty: 747.860596
	Iteration 12Q: 3 clusters Score -146391.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -146393.015625 Penalty: 747.860596
	Iteration 13Q: 3 clusters Score -146393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -146393.578125 Penalty: 747.860596
	Iteration 14Q: 3 clusters Score -146393.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -146394.109375 Penalty: 747.860596
	Iteration 15Q: 3 clusters Score -146394.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -146394.609375 Penalty: 747.860596
	Iteration 16Q: 3 clusters Score -146394.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -146394.609375 Penalty: 747.860596
	Iteration 17F: 3 clusters Score -146394.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Entering Unmasked Estep 
Score: -129173.984375 Penalty: 369.432617
	Iteration 0F: 2 clusters Score -129174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -126854.632812 Penalty: 738.865234
	Iteration 0F: 3 clusters Score -126854.6 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -127793.851562 Penalty: 738.865234
	Iteration 1F: 3 clusters Score -127793.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -128024.132812 Penalty: 738.865234
	Iteration 2F: 3 clusters Score -128024.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -128273.085938 Penalty: 738.865234
	Iteration 3F: 3 clusters Score -128273.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -128522.281250 Penalty: 738.865234
	Iteration 4F: 3 clusters Score -128522.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -128738.984375 Penalty: 738.865234
	Iteration 5F: 3 clusters Score -128739 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -128852.109375 Penalty: 738.865234
	Iteration 6Q: 3 clusters Score -128852.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -128919.210938 Penalty: 738.865234
	Iteration 7Q: 3 clusters Score -128919.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -128974.796875 Penalty: 738.865234
	Iteration 8Q: 3 clusters Score -128974.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -129025.476562 Penalty: 738.865234
	Iteration 9Q: 3 clusters Score -129025.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -129073.273438 Penalty: 738.865234
	Iteration 10Q: 3 clusters Score -129073.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -129123.406250 Penalty: 738.865234
	Iteration 11Q: 3 clusters Score -129123.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -129158.062500 Penalty: 738.865234
	Iteration 12Q: 3 clusters Score -129158.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -129186.437500 Penalty: 738.865234
	Iteration 13Q: 3 clusters Score -129186.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -129209.140625 Penalty: 738.865234
	Iteration 14Q: 3 clusters Score -129209.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -129227.507812 Penalty: 738.865234
	Iteration 15Q: 3 clusters Score -129227.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -129245.984375 Penalty: 738.865234
	Iteration 16Q: 3 clusters Score -129246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -129268.234375 Penalty: 738.865234
	Iteration 17Q: 3 clusters Score -129268.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -129285.765625 Penalty: 738.865234
	Iteration 18Q: 3 clusters Score -129285.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -129293.171875 Penalty: 738.865234
	Iteration 19Q: 3 clusters Score -129293.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -129299.445312 Penalty: 738.865234
	Iteration 20F: 3 clusters Score -129299.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -129306.062500 Penalty: 738.865234
	Iteration 21Q: 3 clusters Score -129306.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -129309.796875 Penalty: 738.865234
	Iteration 22Q: 3 clusters Score -129309.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -129314.179688 Penalty: 738.865234
	Iteration 23Q: 3 clusters Score -129314.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -129316.851562 Penalty: 738.865234
	Iteration 24Q: 3 clusters Score -129316.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -129318.718750 Penalty: 738.865234
	Iteration 25Q: 3 clusters Score -129318.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -129320.851562 Penalty: 738.865234
	Iteration 26Q: 3 clusters Score -129320.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -129321.617188 Penalty: 738.865234
	Iteration 27Q: 3 clusters Score -129321.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -129322.687500 Penalty: 738.865234
	Iteration 28Q: 3 clusters Score -129322.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -129323.953125 Penalty: 738.865234
	Iteration 29Q: 3 clusters Score -129324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -129325.445312 Penalty: 738.865234
	Iteration 30Q: 3 clusters Score -129325.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -129326.296875 Penalty: 738.865234
	Iteration 31Q: 3 clusters Score -129326.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -129326.960938 Penalty: 738.865234
	Iteration 32Q: 3 clusters Score -129327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -129327.421875 Penalty: 738.865234
	Iteration 33Q: 3 clusters Score -129327.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -129328.273438 Penalty: 738.865234
	Iteration 34Q: 3 clusters Score -129328.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -129330.023438 Penalty: 738.865234
	Iteration 35Q: 3 clusters Score -129330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -129331.171875 Penalty: 738.865234
	Iteration 36Q: 3 clusters Score -129331.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -129333.968750 Penalty: 738.865234
	Iteration 37Q: 3 clusters Score -129334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -129338.171875 Penalty: 738.865234
	Iteration 38Q: 3 clusters Score -129338.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -129343.500000 Penalty: 738.865234
	Iteration 39Q: 3 clusters Score -129343.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -129346.085938 Penalty: 738.865234
	Iteration 40F: 3 clusters Score -129346.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -129347.265625 Penalty: 738.865234
	Iteration 41Q: 3 clusters Score -129347.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -129347.500000 Penalty: 738.865234
	Iteration 42Q: 3 clusters Score -129347.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -129347.335938 Penalty: 738.865234
	Iteration 43Q: 3 clusters Score -129347.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -129347.335938 Penalty: 738.865234
	Iteration 44F: 3 clusters Score -129347.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159482 members 
Mstep: Class 5 contains 13130 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 5747 members 
Mstep: Class 8 contains 4402 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 26504 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7314 members 
Mstep: Class 15 contains 301260 members 
Mstep: Class 16 contains 60104 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 653 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 17864 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 911 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 3708 members 
Mstep: Class 28 contains 2455 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36063 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Mstep: Class 41 contains 904 members 
Entering Unmasked Estep 
Score: -28350278.000000 Penalty: 25185.738281
Splitting cluster 28 changes total score from -28350374.000000 to -28350278.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (7173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Entering Unmasked Estep 
Score: -279615.000000 Penalty: 403.952606
	Iteration 0F: 2 clusters Score -279615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -274810.593750 Penalty: 807.905212
	Iteration 0F: 3 clusters Score -274810.6 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -277005.593750 Penalty: 807.905212
	Iteration 1F: 3 clusters Score -277005.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -277504.031250 Penalty: 807.905212
	Iteration 2F: 3 clusters Score -277504 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -278020.375000 Penalty: 807.905212
	Iteration 3F: 3 clusters Score -278020.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -278485.531250 Penalty: 807.905212
	Iteration 4F: 3 clusters Score -278485.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -278782.750000 Penalty: 807.905212
	Iteration 5F: 3 clusters Score -278782.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -278944.750000 Penalty: 807.905212
	Iteration 6Q: 3 clusters Score -278944.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -279031.250000 Penalty: 807.905212
	Iteration 7Q: 3 clusters Score -279031.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -279070.031250 Penalty: 807.905212
	Iteration 8Q: 3 clusters Score -279070 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -279087.718750 Penalty: 807.905212
	Iteration 9Q: 3 clusters Score -279087.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -279102.250000 Penalty: 807.905212
	Iteration 10Q: 3 clusters Score -279102.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -279113.625000 Penalty: 807.905212
	Iteration 11Q: 3 clusters Score -279113.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -279120.406250 Penalty: 807.905212
	Iteration 12Q: 3 clusters Score -279120.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -279126.843750 Penalty: 807.905212
	Iteration 13Q: 3 clusters Score -279126.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -279132.906250 Penalty: 807.905212
	Iteration 14Q: 3 clusters Score -279132.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -279137.718750 Penalty: 807.905212
	Iteration 15Q: 3 clusters Score -279137.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -279140.375000 Penalty: 807.905212
	Iteration 16Q: 3 clusters Score -279140.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -279142.468750 Penalty: 807.905212
	Iteration 17Q: 3 clusters Score -279142.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -279145.562500 Penalty: 807.905212
	Iteration 18Q: 3 clusters Score -279145.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -279147.656250 Penalty: 807.905212
	Iteration 19Q: 3 clusters Score -279147.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -279148.687500 Penalty: 807.905212
	Iteration 20F: 3 clusters Score -279148.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -279151.468750 Penalty: 807.905212
	Iteration 21Q: 3 clusters Score -279151.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -279152.218750 Penalty: 807.905212
	Iteration 22Q: 3 clusters Score -279152.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -279152.343750 Penalty: 807.905212
	Iteration 23Q: 3 clusters Score -279152.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -279153.468750 Penalty: 807.905212
	Iteration 24Q: 3 clusters Score -279153.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -279153.312500 Penalty: 807.905212
	Iteration 25Q: 3 clusters Score -279153.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -279152.750000 Penalty: 807.905212
	Iteration 26Q: 3 clusters Score -279152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -279153.062500 Penalty: 807.905212
	Iteration 27Q: 3 clusters Score -279153.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -279153.937500 Penalty: 807.905212
	Iteration 28Q: 3 clusters Score -279153.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -279154.625000 Penalty: 807.905212
	Iteration 29Q: 3 clusters Score -279154.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -279154.687500 Penalty: 807.905212
	Iteration 30Q: 3 clusters Score -279154.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -279155.750000 Penalty: 807.905212
	Iteration 31Q: 3 clusters Score -279155.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -279155.468750 Penalty: 807.905212
	Iteration 32Q: 3 clusters Score -279155.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -279156.031250 Penalty: 807.905212
	Iteration 33Q: 3 clusters Score -279156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -279155.812500 Penalty: 807.905212
	Iteration 34Q: 3 clusters Score -279155.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -279156.093750 Penalty: 807.905212
	Iteration 35Q: 3 clusters Score -279156.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -279156.375000 Penalty: 807.905212
	Iteration 36Q: 3 clusters Score -279156.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -279156.937500 Penalty: 807.905212
	Iteration 37Q: 3 clusters Score -279156.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -279157.406250 Penalty: 807.905212
	Iteration 38Q: 3 clusters Score -279157.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -279157.125000 Penalty: 807.905212
	Iteration 39Q: 3 clusters Score -279157.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -279157.406250 Penalty: 807.905212
	Iteration 40F: 3 clusters Score -279157.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -279157.468750 Penalty: 807.905212
	Iteration 41Q: 3 clusters Score -279157.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -279158.031250 Penalty: 807.905212
	Iteration 42Q: 3 clusters Score -279158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -279158.125000 Penalty: 807.905212
	Iteration 43Q: 3 clusters Score -279158.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -279158.125000 Penalty: 807.905212
	Iteration 44F: 3 clusters Score -279158.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (36063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Entering Unmasked Estep 
Score: -1557327.000000 Penalty: 477.432556
	Iteration 0F: 2 clusters Score -1557327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -1533180.125000 Penalty: 954.865112
	Iteration 0F: 3 clusters Score -1533180 nChanged 17341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -1543246.000000 Penalty: 954.865112
	Iteration 1F: 3 clusters Score -1543246 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -1543615.000000 Penalty: 954.865112
	Iteration 2Q: 3 clusters Score -1543615 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -1544114.125000 Penalty: 954.865112
	Iteration 3Q: 3 clusters Score -1544114 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -1544852.000000 Penalty: 954.865112
	Iteration 4Q: 3 clusters Score -1544852 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -1545824.375000 Penalty: 954.865112
	Iteration 5F: 3 clusters Score -1545824 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -1547059.000000 Penalty: 954.865112
	Iteration 6F: 3 clusters Score -1547059 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -1548607.875000 Penalty: 954.865112
	Iteration 7F: 3 clusters Score -1548608 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -1550203.625000 Penalty: 954.865112
	Iteration 8F: 3 clusters Score -1550204 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -1551379.375000 Penalty: 954.865112
	Iteration 9F: 3 clusters Score -1551379 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -1552038.125000 Penalty: 954.865112
	Iteration 10Q: 3 clusters Score -1552038 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -1552333.750000 Penalty: 954.865112
	Iteration 11Q: 3 clusters Score -1552334 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -1552526.750000 Penalty: 954.865112
	Iteration 12Q: 3 clusters Score -1552527 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -1552679.625000 Penalty: 954.865112
	Iteration 13Q: 3 clusters Score -1552680 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -1552830.875000 Penalty: 954.865112
	Iteration 14Q: 3 clusters Score -1552831 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -1552999.125000 Penalty: 954.865112
	Iteration 15Q: 3 clusters Score -1552999 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -1553167.000000 Penalty: 954.865112
	Iteration 16Q: 3 clusters Score -1553167 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -1553357.375000 Penalty: 954.865112
	Iteration 17Q: 3 clusters Score -1553357 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -1553561.750000 Penalty: 954.865112
	Iteration 18Q: 3 clusters Score -1553562 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -1553752.750000 Penalty: 954.865112
	Iteration 19Q: 3 clusters Score -1553753 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -1553968.625000 Penalty: 954.865112
	Iteration 20F: 3 clusters Score -1553969 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -1554173.375000 Penalty: 954.865112
	Iteration 21Q: 3 clusters Score -1554173 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -1554330.125000 Penalty: 954.865112
	Iteration 22Q: 3 clusters Score -1554330 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -1554477.750000 Penalty: 954.865112
	Iteration 23Q: 3 clusters Score -1554478 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -1554617.125000 Penalty: 954.865112
	Iteration 24Q: 3 clusters Score -1554617 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -1554741.375000 Penalty: 954.865112
	Iteration 25Q: 3 clusters Score -1554741 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -1554859.125000 Penalty: 954.865112
	Iteration 26Q: 3 clusters Score -1554859 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -1554971.875000 Penalty: 954.865112
	Iteration 27Q: 3 clusters Score -1554972 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -1555069.750000 Penalty: 954.865112
	Iteration 28Q: 3 clusters Score -1555070 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -1555170.125000 Penalty: 954.865112
	Iteration 29Q: 3 clusters Score -1555170 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -1555252.625000 Penalty: 954.865112
	Iteration 30Q: 3 clusters Score -1555253 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -1555362.500000 Penalty: 954.865112
	Iteration 31Q: 3 clusters Score -1555362 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -1555459.500000 Penalty: 954.865112
	Iteration 32Q: 3 clusters Score -1555460 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -1555542.250000 Penalty: 954.865112
	Iteration 33Q: 3 clusters Score -1555542 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -1555639.750000 Penalty: 954.865112
	Iteration 34Q: 3 clusters Score -1555640 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -1555731.500000 Penalty: 954.865112
	Iteration 35Q: 3 clusters Score -1555732 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -1555827.250000 Penalty: 954.865112
	Iteration 36Q: 3 clusters Score -1555827 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -1555900.500000 Penalty: 954.865112
	Iteration 37Q: 3 clusters Score -1555900 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -1555973.750000 Penalty: 954.865112
	Iteration 38Q: 3 clusters Score -1555974 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -1556048.125000 Penalty: 954.865112
	Iteration 39Q: 3 clusters Score -1556048 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -1556136.125000 Penalty: 954.865112
	Iteration 40F: 3 clusters Score -1556136 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -1556197.750000 Penalty: 954.865112
	Iteration 41Q: 3 clusters Score -1556198 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -1556249.375000 Penalty: 954.865112
	Iteration 42Q: 3 clusters Score -1556249 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -1556306.250000 Penalty: 954.865112
	Iteration 43Q: 3 clusters Score -1556306 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -1556346.000000 Penalty: 954.865112
	Iteration 44Q: 3 clusters Score -1556346 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -1556393.750000 Penalty: 954.865112
	Iteration 45Q: 3 clusters Score -1556394 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -1556441.375000 Penalty: 954.865112
	Iteration 46Q: 3 clusters Score -1556441 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -1556477.875000 Penalty: 954.865112
	Iteration 47Q: 3 clusters Score -1556478 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -1556498.500000 Penalty: 954.865112
	Iteration 48Q: 3 clusters Score -1556498 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -1556529.125000 Penalty: 954.865112
	Iteration 49Q: 3 clusters Score -1556529 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -1556554.250000 Penalty: 954.865112
	Iteration 50Q: 3 clusters Score -1556554 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -1556591.875000 Penalty: 954.865112
	Iteration 51Q: 3 clusters Score -1556592 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -1556620.250000 Penalty: 954.865112
	Iteration 52Q: 3 clusters Score -1556620 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -1556643.875000 Penalty: 954.865112
	Iteration 53Q: 3 clusters Score -1556644 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -1556676.500000 Penalty: 954.865112
	Iteration 54Q: 3 clusters Score -1556676 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -1556701.750000 Penalty: 954.865112
	Iteration 55Q: 3 clusters Score -1556702 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -1556713.500000 Penalty: 954.865112
	Iteration 56Q: 3 clusters Score -1556714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -1556728.250000 Penalty: 954.865112
	Iteration 57Q: 3 clusters Score -1556728 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -1556757.250000 Penalty: 954.865112
	Iteration 58Q: 3 clusters Score -1556757 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -1556781.750000 Penalty: 954.865112
	Iteration 59Q: 3 clusters Score -1556782 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -1556803.375000 Penalty: 954.865112
	Iteration 60F: 3 clusters Score -1556803 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -1556821.375000 Penalty: 954.865112
	Iteration 61Q: 3 clusters Score -1556821 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -1556838.125000 Penalty: 954.865112
	Iteration 62Q: 3 clusters Score -1556838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -1556851.500000 Penalty: 954.865112
	Iteration 63Q: 3 clusters Score -1556852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -1556861.750000 Penalty: 954.865112
	Iteration 64Q: 3 clusters Score -1556862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -1556869.750000 Penalty: 954.865112
	Iteration 65Q: 3 clusters Score -1556870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -1556878.250000 Penalty: 954.865112
	Iteration 66Q: 3 clusters Score -1556878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -1556886.875000 Penalty: 954.865112
	Iteration 67Q: 3 clusters Score -1556887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -1556885.375000 Penalty: 954.865112
	Iteration 68Q: 3 clusters Score -1556885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -1556888.000000 Penalty: 954.865112
	Iteration 69Q: 3 clusters Score -1556888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -1556891.375000 Penalty: 954.865112
	Iteration 70Q: 3 clusters Score -1556891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -1556894.750000 Penalty: 954.865112
	Iteration 71Q: 3 clusters Score -1556895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -1556900.500000 Penalty: 954.865112
	Iteration 72Q: 3 clusters Score -1556900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -1556906.875000 Penalty: 954.865112
	Iteration 73Q: 3 clusters Score -1556907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -1556913.625000 Penalty: 954.865112
	Iteration 74Q: 3 clusters Score -1556914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -1556921.875000 Penalty: 954.865112
	Iteration 75Q: 3 clusters Score -1556922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -1556926.875000 Penalty: 954.865112
	Iteration 76Q: 3 clusters Score -1556927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -1556934.375000 Penalty: 954.865112
	Iteration 77Q: 3 clusters Score -1556934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -1556936.375000 Penalty: 954.865112
	Iteration 78Q: 3 clusters Score -1556936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -1556938.125000 Penalty: 954.865112
	Iteration 79Q: 3 clusters Score -1556938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -1556941.875000 Penalty: 954.865112
	Iteration 80F: 3 clusters Score -1556942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -1556944.875000 Penalty: 954.865112
	Iteration 81Q: 3 clusters Score -1556945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -1556944.875000 Penalty: 954.865112
	Iteration 82Q: 3 clusters Score -1556945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -1556947.250000 Penalty: 954.865112
	Iteration 83Q: 3 clusters Score -1556947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -1556948.875000 Penalty: 954.865112
	Iteration 84Q: 3 clusters Score -1556949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -1556949.125000 Penalty: 954.865112
	Iteration 85Q: 3 clusters Score -1556949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -1556947.750000 Penalty: 954.865112
	Iteration 86Q: 3 clusters Score -1556948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -1556948.875000 Penalty: 954.865112
	Iteration 87Q: 3 clusters Score -1556949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -1556950.250000 Penalty: 954.865112
	Iteration 88Q: 3 clusters Score -1556950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -1556950.250000 Penalty: 954.865112
	Iteration 89F: 3 clusters Score -1556950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Entering Unmasked Estep 
Score: -135812.687500 Penalty: 371.420410
	Iteration 0F: 2 clusters Score -135812.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -133400.000000 Penalty: 742.840820
	Iteration 0F: 3 clusters Score -133400 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -134354.562500 Penalty: 742.840820
	Iteration 1F: 3 clusters Score -134354.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -134495.468750 Penalty: 742.840820
	Iteration 2F: 3 clusters Score -134495.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -134602.078125 Penalty: 742.840820
	Iteration 3F: 3 clusters Score -134602.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -134692.921875 Penalty: 742.840820
	Iteration 4Q: 3 clusters Score -134692.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -134770.171875 Penalty: 742.840820
	Iteration 5Q: 3 clusters Score -134770.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -134853.390625 Penalty: 742.840820
	Iteration 6Q: 3 clusters Score -134853.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -134924.640625 Penalty: 742.840820
	Iteration 7Q: 3 clusters Score -134924.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -134995.234375 Penalty: 742.840820
	Iteration 8Q: 3 clusters Score -134995.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -135039.953125 Penalty: 742.840820
	Iteration 9Q: 3 clusters Score -135040 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -135086.750000 Penalty: 742.840820
	Iteration 10Q: 3 clusters Score -135086.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -135136.843750 Penalty: 742.840820
	Iteration 11Q: 3 clusters Score -135136.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -135178.703125 Penalty: 742.840820
	Iteration 12Q: 3 clusters Score -135178.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -135219.140625 Penalty: 742.840820
	Iteration 13Q: 3 clusters Score -135219.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -135254.859375 Penalty: 742.840820
	Iteration 14Q: 3 clusters Score -135254.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -135282.234375 Penalty: 742.840820
	Iteration 15Q: 3 clusters Score -135282.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -135319.781250 Penalty: 742.840820
	Iteration 16Q: 3 clusters Score -135319.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -135354.078125 Penalty: 742.840820
	Iteration 17Q: 3 clusters Score -135354.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -135380.953125 Penalty: 742.840820
	Iteration 18Q: 3 clusters Score -135381 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -135403.937500 Penalty: 742.840820
	Iteration 19Q: 3 clusters Score -135403.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -135418.484375 Penalty: 742.840820
	Iteration 20F: 3 clusters Score -135418.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -135430.640625 Penalty: 742.840820
	Iteration 21Q: 3 clusters Score -135430.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -135440.359375 Penalty: 742.840820
	Iteration 22Q: 3 clusters Score -135440.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -135452.406250 Penalty: 742.840820
	Iteration 23Q: 3 clusters Score -135452.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -135461.546875 Penalty: 742.840820
	Iteration 24Q: 3 clusters Score -135461.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -135471.906250 Penalty: 742.840820
	Iteration 25Q: 3 clusters Score -135471.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -135479.953125 Penalty: 742.840820
	Iteration 26Q: 3 clusters Score -135480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -135484.203125 Penalty: 742.840820
	Iteration 27Q: 3 clusters Score -135484.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -135486.578125 Penalty: 742.840820
	Iteration 28Q: 3 clusters Score -135486.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -135486.578125 Penalty: 742.840820
	Iteration 29F: 3 clusters Score -135486.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -50466.656250 Penalty: 331.428131
	Iteration 0F: 2 clusters Score -50466.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -49376.769531 Penalty: 662.856262
	Iteration 0F: 3 clusters Score -49376.77 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -49810.910156 Penalty: 662.856262
	Iteration 1F: 3 clusters Score -49810.91 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -49913.726562 Penalty: 662.856262
	Iteration 2F: 3 clusters Score -49913.73 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -49981.332031 Penalty: 662.856262
	Iteration 3F: 3 clusters Score -49981.33 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -50014.695312 Penalty: 662.856262
	Iteration 4Q: 3 clusters Score -50014.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -50052.554688 Penalty: 662.856262
	Iteration 5Q: 3 clusters Score -50052.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -50076.773438 Penalty: 662.856262
	Iteration 6Q: 3 clusters Score -50076.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -50094.902344 Penalty: 662.856262
	Iteration 7Q: 3 clusters Score -50094.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -50106.335938 Penalty: 662.856262
	Iteration 8Q: 3 clusters Score -50106.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -50117.367188 Penalty: 662.856262
	Iteration 9Q: 3 clusters Score -50117.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -50131.191406 Penalty: 662.856262
	Iteration 10Q: 3 clusters Score -50131.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -50136.960938 Penalty: 662.856262
	Iteration 11Q: 3 clusters Score -50136.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -50141.343750 Penalty: 662.856262
	Iteration 12Q: 3 clusters Score -50141.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -50143.308594 Penalty: 662.856262
	Iteration 13Q: 3 clusters Score -50143.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -50145.132812 Penalty: 662.856262
	Iteration 14Q: 3 clusters Score -50145.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -50145.644531 Penalty: 662.856262
	Iteration 15Q: 3 clusters Score -50145.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -50146.097656 Penalty: 662.856262
	Iteration 16Q: 3 clusters Score -50146.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -50146.484375 Penalty: 662.856262
	Iteration 17Q: 3 clusters Score -50146.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -50147.082031 Penalty: 662.856262
	Iteration 18Q: 3 clusters Score -50147.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -50147.910156 Penalty: 662.856262
	Iteration 19Q: 3 clusters Score -50147.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -50149.765625 Penalty: 662.856262
	Iteration 20F: 3 clusters Score -50149.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -50151.035156 Penalty: 662.856262
	Iteration 21Q: 3 clusters Score -50151.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -50152.015625 Penalty: 662.856262
	Iteration 22Q: 3 clusters Score -50152.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -50153.496094 Penalty: 662.856262
	Iteration 23Q: 3 clusters Score -50153.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -50158.046875 Penalty: 662.856262
	Iteration 24Q: 3 clusters Score -50158.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -50161.171875 Penalty: 662.856262
	Iteration 25Q: 3 clusters Score -50161.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -50164.175781 Penalty: 662.856262
	Iteration 26Q: 3 clusters Score -50164.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -50166.960938 Penalty: 662.856262
	Iteration 27Q: 3 clusters Score -50166.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -50168.183594 Penalty: 662.856262
	Iteration 28Q: 3 clusters Score -50168.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -50168.347656 Penalty: 662.856262
	Iteration 29Q: 3 clusters Score -50168.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -50169.492188 Penalty: 662.856262
	Iteration 30Q: 3 clusters Score -50169.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -50171.363281 Penalty: 662.856262
	Iteration 31Q: 3 clusters Score -50171.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -50172.003906 Penalty: 662.856262
	Iteration 32Q: 3 clusters Score -50172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -50172.632812 Penalty: 662.856262
	Iteration 33Q: 3 clusters Score -50172.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -50173.078125 Penalty: 662.856262
	Iteration 34Q: 3 clusters Score -50173.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -50173.664062 Penalty: 662.856262
	Iteration 35Q: 3 clusters Score -50173.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -50174.183594 Penalty: 662.856262
	Iteration 36Q: 3 clusters Score -50174.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -50174.480469 Penalty: 662.856262
	Iteration 37Q: 3 clusters Score -50174.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -50174.535156 Penalty: 662.856262
	Iteration 38Q: 3 clusters Score -50174.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -50174.707031 Penalty: 662.856262
	Iteration 39Q: 3 clusters Score -50174.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -50174.949219 Penalty: 662.856262
	Iteration 40F: 3 clusters Score -50174.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -50175.000000 Penalty: 662.856262
	Iteration 41Q: 3 clusters Score -50175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -50175.195312 Penalty: 662.856262
	Iteration 42Q: 3 clusters Score -50175.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -50175.199219 Penalty: 662.856262
	Iteration 43Q: 3 clusters Score -50175.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -50175.484375 Penalty: 662.856262
	Iteration 44Q: 3 clusters Score -50175.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -50177.074219 Penalty: 662.856262
	Iteration 45Q: 3 clusters Score -50177.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -50177.750000 Penalty: 662.856262
	Iteration 46Q: 3 clusters Score -50177.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -50178.855469 Penalty: 662.856262
	Iteration 47Q: 3 clusters Score -50178.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -50179.726562 Penalty: 662.856262
	Iteration 48Q: 3 clusters Score -50179.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -50179.859375 Penalty: 662.856262
	Iteration 49Q: 3 clusters Score -50179.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -50180.699219 Penalty: 662.856262
	Iteration 50Q: 3 clusters Score -50180.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -50181.777344 Penalty: 662.856262
	Iteration 51Q: 3 clusters Score -50181.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -50181.777344 Penalty: 662.856262
	Iteration 52F: 3 clusters Score -50181.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -34542.519531 Penalty: 314.710541
	Iteration 0F: 2 clusters Score -34542.52 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 508 members 
Entering Unmasked Estep 
Score: -33706.968750 Penalty: 629.421082
	Iteration 0F: 3 clusters Score -33706.97 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -34084.363281 Penalty: 629.421082
	Iteration 1F: 3 clusters Score -34084.36 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -34281.949219 Penalty: 629.421082
	Iteration 2F: 3 clusters Score -34281.95 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -34391.097656 Penalty: 629.421082
	Iteration 3F: 3 clusters Score -34391.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -34443.660156 Penalty: 629.421082
	Iteration 4F: 3 clusters Score -34443.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -34469.203125 Penalty: 629.421082
	Iteration 5Q: 3 clusters Score -34469.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -34490.621094 Penalty: 629.421082
	Iteration 6Q: 3 clusters Score -34490.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -34501.164062 Penalty: 629.421082
	Iteration 7Q: 3 clusters Score -34501.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -34517.585938 Penalty: 629.421082
	Iteration 8Q: 3 clusters Score -34517.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -34526.613281 Penalty: 629.421082
	Iteration 9Q: 3 clusters Score -34526.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -34530.289062 Penalty: 629.421082
	Iteration 10Q: 3 clusters Score -34530.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -34539.058594 Penalty: 629.421082
	Iteration 11Q: 3 clusters Score -34539.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -34554.042969 Penalty: 629.421082
	Iteration 12Q: 3 clusters Score -34554.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -34566.687500 Penalty: 629.421082
	Iteration 13Q: 3 clusters Score -34566.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -34571.765625 Penalty: 629.421082
	Iteration 14Q: 3 clusters Score -34571.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -34575.546875 Penalty: 629.421082
	Iteration 15Q: 3 clusters Score -34575.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -34580.953125 Penalty: 629.421082
	Iteration 16Q: 3 clusters Score -34580.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -34588.316406 Penalty: 629.421082
	Iteration 17Q: 3 clusters Score -34588.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -34596.519531 Penalty: 629.421082
	Iteration 18Q: 3 clusters Score -34596.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -34600.855469 Penalty: 629.421082
	Iteration 19Q: 3 clusters Score -34600.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -34603.382812 Penalty: 629.421082
	Iteration 20F: 3 clusters Score -34603.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -34604.710938 Penalty: 629.421082
	Iteration 21Q: 3 clusters Score -34604.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -34604.710938 Penalty: 629.421082
	Iteration 22F: 3 clusters Score -34604.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159482 members 
Mstep: Class 5 contains 13130 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 5747 members 
Mstep: Class 8 contains 4402 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 26504 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7314 members 
Mstep: Class 15 contains 301260 members 
Mstep: Class 16 contains 60104 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 653 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 17864 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 911 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 3708 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36063 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 571 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Mstep: Class 41 contains 438 members 
Entering Unmasked Estep 
Score: -28350172.000000 Penalty: 25185.738281
Splitting cluster 33 changes total score from -28350374.000000 to -28350172.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -45280.773438 Penalty: 324.236969
	Iteration 0F: 2 clusters Score -45280.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -44298.078125 Penalty: 648.473938
	Iteration 0F: 3 clusters Score -44298.08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -44625.183594 Penalty: 648.473938
	Iteration 1F: 3 clusters Score -44625.18 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -44714.863281 Penalty: 648.473938
	Iteration 2F: 3 clusters Score -44714.86 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -44782.066406 Penalty: 648.473938
	Iteration 3F: 3 clusters Score -44782.07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -44839.339844 Penalty: 648.473938
	Iteration 4F: 3 clusters Score -44839.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -44882.410156 Penalty: 648.473938
	Iteration 5F: 3 clusters Score -44882.41 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -44920.355469 Penalty: 648.473938
	Iteration 6Q: 3 clusters Score -44920.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -44956.851562 Penalty: 648.473938
	Iteration 7Q: 3 clusters Score -44956.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -44984.925781 Penalty: 648.473938
	Iteration 8Q: 3 clusters Score -44984.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45013.792969 Penalty: 648.473938
	Iteration 9Q: 3 clusters Score -45013.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -45033.804688 Penalty: 648.473938
	Iteration 10Q: 3 clusters Score -45033.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -45048.007812 Penalty: 648.473938
	Iteration 11Q: 3 clusters Score -45048.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -45060.574219 Penalty: 648.473938
	Iteration 12Q: 3 clusters Score -45060.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -45069.714844 Penalty: 648.473938
	Iteration 13Q: 3 clusters Score -45069.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45077.679688 Penalty: 648.473938
	Iteration 14Q: 3 clusters Score -45077.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45084.898438 Penalty: 648.473938
	Iteration 15Q: 3 clusters Score -45084.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45089.121094 Penalty: 648.473938
	Iteration 16Q: 3 clusters Score -45089.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45092.941406 Penalty: 648.473938
	Iteration 17Q: 3 clusters Score -45092.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45097.679688 Penalty: 648.473938
	Iteration 18Q: 3 clusters Score -45097.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45104.195312 Penalty: 648.473938
	Iteration 19Q: 3 clusters Score -45104.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45107.480469 Penalty: 648.473938
	Iteration 20F: 3 clusters Score -45107.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45109.281250 Penalty: 648.473938
	Iteration 21Q: 3 clusters Score -45109.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45110.207031 Penalty: 648.473938
	Iteration 22Q: 3 clusters Score -45110.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45110.207031 Penalty: 648.473938
	Iteration 23F: 3 clusters Score -45110.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -36276.589844 Penalty: 314.755615
	Iteration 0F: 2 clusters Score -36276.59 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 508 members 
Entering Unmasked Estep 
Score: -35444.152344 Penalty: 629.511230
	Iteration 0F: 3 clusters Score -35444.15 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -35711.542969 Penalty: 629.511230
	Iteration 1F: 3 clusters Score -35711.54 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -35768.316406 Penalty: 629.511230
	Iteration 2F: 3 clusters Score -35768.32 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -35824.652344 Penalty: 629.511230
	Iteration 3F: 3 clusters Score -35824.65 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -35855.402344 Penalty: 629.511230
	Iteration 4Q: 3 clusters Score -35855.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -35880.687500 Penalty: 629.511230
	Iteration 5Q: 3 clusters Score -35880.69 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -35902.546875 Penalty: 629.511230
	Iteration 6Q: 3 clusters Score -35902.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -35921.996094 Penalty: 629.511230
	Iteration 7Q: 3 clusters Score -35922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -35944.320312 Penalty: 629.511230
	Iteration 8Q: 3 clusters Score -35944.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -35963.757812 Penalty: 629.511230
	Iteration 9Q: 3 clusters Score -35963.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -35982.328125 Penalty: 629.511230
	Iteration 10Q: 3 clusters Score -35982.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -36005.917969 Penalty: 629.511230
	Iteration 11Q: 3 clusters Score -36005.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -36034.046875 Penalty: 629.511230
	Iteration 12Q: 3 clusters Score -36034.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -36055.378906 Penalty: 629.511230
	Iteration 13Q: 3 clusters Score -36055.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -36077.183594 Penalty: 629.511230
	Iteration 14Q: 3 clusters Score -36077.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -36098.253906 Penalty: 629.511230
	Iteration 15Q: 3 clusters Score -36098.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -36125.082031 Penalty: 629.511230
	Iteration 16Q: 3 clusters Score -36125.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -36142.500000 Penalty: 629.511230
	Iteration 17Q: 3 clusters Score -36142.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -36150.277344 Penalty: 629.511230
	Iteration 18Q: 3 clusters Score -36150.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -36155.921875 Penalty: 629.511230
	Iteration 19Q: 3 clusters Score -36155.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -36157.730469 Penalty: 629.511230
	Iteration 20F: 3 clusters Score -36157.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -36158.570312 Penalty: 629.511230
	Iteration 21Q: 3 clusters Score -36158.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -36159.085938 Penalty: 629.511230
	Iteration 22Q: 3 clusters Score -36159.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -36159.214844 Penalty: 629.511230
	Iteration 23Q: 3 clusters Score -36159.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -36159.214844 Penalty: 629.511230
	Iteration 24F: 3 clusters Score -36159.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -24016.964844 Penalty: 292.698761
	Iteration 0F: 2 clusters Score -24016.96 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 324 members 
Entering Unmasked Estep 
Score: -23454.445312 Penalty: 585.397522
	Iteration 0F: 3 clusters Score -23454.45 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -23580.541016 Penalty: 585.397522
	Iteration 1F: 3 clusters Score -23580.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23600.951172 Penalty: 585.397522
	Iteration 2F: 3 clusters Score -23600.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -23615.058594 Penalty: 585.397522
	Iteration 3Q: 3 clusters Score -23615.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -23618.613281 Penalty: 585.397522
	Iteration 4Q: 3 clusters Score -23618.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -23622.365234 Penalty: 585.397522
	Iteration 5Q: 3 clusters Score -23622.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -23627.855469 Penalty: 585.397522
	Iteration 6Q: 3 clusters Score -23627.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -23632.376953 Penalty: 585.397522
	Iteration 7Q: 3 clusters Score -23632.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -23639.421875 Penalty: 585.397522
	Iteration 8Q: 3 clusters Score -23639.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -23646.367188 Penalty: 585.397522
	Iteration 9Q: 3 clusters Score -23646.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -23655.867188 Penalty: 585.397522
	Iteration 10Q: 3 clusters Score -23655.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -23663.923828 Penalty: 585.397522
	Iteration 11Q: 3 clusters Score -23663.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -23673.031250 Penalty: 585.397522
	Iteration 12Q: 3 clusters Score -23673.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -23681.302734 Penalty: 585.397522
	Iteration 13Q: 3 clusters Score -23681.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -23686.732422 Penalty: 585.397522
	Iteration 14Q: 3 clusters Score -23686.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -23698.908203 Penalty: 585.397522
	Iteration 15Q: 3 clusters Score -23698.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -23708.679688 Penalty: 585.397522
	Iteration 16Q: 3 clusters Score -23708.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -23720.580078 Penalty: 585.397522
	Iteration 17Q: 3 clusters Score -23720.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -23736.572266 Penalty: 585.397522
	Iteration 18Q: 3 clusters Score -23736.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -23743.996094 Penalty: 585.397522
	Iteration 19Q: 3 clusters Score -23744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -23748.953125 Penalty: 585.397522
	Iteration 20F: 3 clusters Score -23748.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -23755.802734 Penalty: 585.397522
	Iteration 21Q: 3 clusters Score -23755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -23756.884766 Penalty: 585.397522
	Iteration 22Q: 3 clusters Score -23756.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -23758.093750 Penalty: 585.397522
	Iteration 23Q: 3 clusters Score -23758.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -23759.796875 Penalty: 585.397522
	Iteration 24Q: 3 clusters Score -23759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -23760.306641 Penalty: 585.397522
	Iteration 25Q: 3 clusters Score -23760.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -23760.972656 Penalty: 585.397522
	Iteration 26Q: 3 clusters Score -23760.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -23764.330078 Penalty: 585.397522
	Iteration 27Q: 3 clusters Score -23764.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -23765.785156 Penalty: 585.397522
	Iteration 28Q: 3 clusters Score -23765.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -23767.111328 Penalty: 585.397522
	Iteration 29Q: 3 clusters Score -23767.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -23767.791016 Penalty: 585.397522
	Iteration 30Q: 3 clusters Score -23767.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -23767.791016 Penalty: 585.397522
	Iteration 31F: 3 clusters Score -23767.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -158206.515625 Penalty: 377.151184
	Iteration 0F: 2 clusters Score -158206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -155517.609375 Penalty: 754.302368
	Iteration 0F: 3 clusters Score -155517.6 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -156484.281250 Penalty: 754.302368
	Iteration 1F: 3 clusters Score -156484.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -156621.703125 Penalty: 754.302368
	Iteration 2F: 3 clusters Score -156621.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -156768.718750 Penalty: 754.302368
	Iteration 3F: 3 clusters Score -156768.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -156957.000000 Penalty: 754.302368
	Iteration 4F: 3 clusters Score -156957 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -157153.375000 Penalty: 754.302368
	Iteration 5F: 3 clusters Score -157153.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -157325.218750 Penalty: 754.302368
	Iteration 6F: 3 clusters Score -157325.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -157473.093750 Penalty: 754.302368
	Iteration 7Q: 3 clusters Score -157473.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -157567.875000 Penalty: 754.302368
	Iteration 8Q: 3 clusters Score -157567.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -157612.265625 Penalty: 754.302368
	Iteration 9Q: 3 clusters Score -157612.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -157645.500000 Penalty: 754.302368
	Iteration 10Q: 3 clusters Score -157645.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -157661.546875 Penalty: 754.302368
	Iteration 11Q: 3 clusters Score -157661.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -157672.796875 Penalty: 754.302368
	Iteration 12Q: 3 clusters Score -157672.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -157680.390625 Penalty: 754.302368
	Iteration 13Q: 3 clusters Score -157680.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -157691.140625 Penalty: 754.302368
	Iteration 14Q: 3 clusters Score -157691.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -157701.187500 Penalty: 754.302368
	Iteration 15Q: 3 clusters Score -157701.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -157710.031250 Penalty: 754.302368
	Iteration 16Q: 3 clusters Score -157710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -157720.265625 Penalty: 754.302368
	Iteration 17Q: 3 clusters Score -157720.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -157733.734375 Penalty: 754.302368
	Iteration 18Q: 3 clusters Score -157733.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -157745.343750 Penalty: 754.302368
	Iteration 19Q: 3 clusters Score -157745.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -157761.656250 Penalty: 754.302368
	Iteration 20F: 3 clusters Score -157761.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -157771.593750 Penalty: 754.302368
	Iteration 21Q: 3 clusters Score -157771.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -157778.281250 Penalty: 754.302368
	Iteration 22Q: 3 clusters Score -157778.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -157784.906250 Penalty: 754.302368
	Iteration 23Q: 3 clusters Score -157784.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -157792.031250 Penalty: 754.302368
	Iteration 24Q: 3 clusters Score -157792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -157800.406250 Penalty: 754.302368
	Iteration 25Q: 3 clusters Score -157800.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -157807.343750 Penalty: 754.302368
	Iteration 26Q: 3 clusters Score -157807.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -157810.796875 Penalty: 754.302368
	Iteration 27Q: 3 clusters Score -157810.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -157813.609375 Penalty: 754.302368
	Iteration 28Q: 3 clusters Score -157813.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -157815.187500 Penalty: 754.302368
	Iteration 29Q: 3 clusters Score -157815.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -157815.671875 Penalty: 754.302368
	Iteration 30Q: 3 clusters Score -157815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -157816.312500 Penalty: 754.302368
	Iteration 31Q: 3 clusters Score -157816.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -157816.859375 Penalty: 754.302368
	Iteration 32Q: 3 clusters Score -157816.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -157818.328125 Penalty: 754.302368
	Iteration 33Q: 3 clusters Score -157818.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -157818.500000 Penalty: 754.302368
	Iteration 34Q: 3 clusters Score -157818.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -157819.109375 Penalty: 754.302368
	Iteration 35Q: 3 clusters Score -157819.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -157820.312500 Penalty: 754.302368
	Iteration 36Q: 3 clusters Score -157820.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -157820.843750 Penalty: 754.302368
	Iteration 37Q: 3 clusters Score -157820.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -157822.640625 Penalty: 754.302368
	Iteration 38Q: 3 clusters Score -157822.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -157823.031250 Penalty: 754.302368
	Iteration 39Q: 3 clusters Score -157823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -157822.984375 Penalty: 754.302368
	Iteration 40F: 3 clusters Score -157823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Entering Unmasked Estep 
Score: -1006210.062500 Penalty: 463.075165
	Iteration 0F: 2 clusters Score -1006210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -988703.562500 Penalty: 926.150330
	Iteration 0F: 3 clusters Score -988703.6 nChanged 12595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -996483.312500 Penalty: 926.150330
	Iteration 1F: 3 clusters Score -996483.3 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -997595.375000 Penalty: 926.150330
	Iteration 2F: 3 clusters Score -997595.4 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -999187.375000 Penalty: 926.150330
	Iteration 3F: 3 clusters Score -999187.4 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -1001093.000000 Penalty: 926.150330
	Iteration 4F: 3 clusters Score -1001093 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -1002801.187500 Penalty: 926.150330
	Iteration 5F: 3 clusters Score -1002801 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -1004022.687500 Penalty: 926.150330
	Iteration 6F: 3 clusters Score -1004023 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -1004829.312500 Penalty: 926.150330
	Iteration 7Q: 3 clusters Score -1004829 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -1005363.125000 Penalty: 926.150330
	Iteration 8Q: 3 clusters Score -1005363 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -1005640.312500 Penalty: 926.150330
	Iteration 9Q: 3 clusters Score -1005640 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -1005766.875000 Penalty: 926.150330
	Iteration 10Q: 3 clusters Score -1005767 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -1005850.937500 Penalty: 926.150330
	Iteration 11Q: 3 clusters Score -1005851 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -1005897.812500 Penalty: 926.150330
	Iteration 12Q: 3 clusters Score -1005898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -1005934.062500 Penalty: 926.150330
	Iteration 13Q: 3 clusters Score -1005934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -1005980.000000 Penalty: 926.150330
	Iteration 14Q: 3 clusters Score -1005980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -1006011.750000 Penalty: 926.150330
	Iteration 15Q: 3 clusters Score -1006012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -1006035.187500 Penalty: 926.150330
	Iteration 16Q: 3 clusters Score -1006035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -1006050.562500 Penalty: 926.150330
	Iteration 17Q: 3 clusters Score -1006051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -1006057.937500 Penalty: 926.150330
	Iteration 18Q: 3 clusters Score -1006058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -1006061.000000 Penalty: 926.150330
	Iteration 19Q: 3 clusters Score -1006061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -1006063.687500 Penalty: 926.150330
	Iteration 20F: 3 clusters Score -1006064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -1006071.500000 Penalty: 926.150330
	Iteration 21Q: 3 clusters Score -1006072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -1006074.250000 Penalty: 926.150330
	Iteration 22Q: 3 clusters Score -1006074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -1006076.125000 Penalty: 926.150330
	Iteration 23Q: 3 clusters Score -1006076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -1006076.125000 Penalty: 926.150330
	Iteration 24F: 3 clusters Score -1006076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -5126.099121 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -5126.099 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 94 members 
Entering Unmasked Estep 
Score: -4869.288574 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -4869.289 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -4918.661621 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -4918.662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4932.246582 Penalty: 474.063232
	Iteration 2Q: 3 clusters Score -4932.247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4941.357910 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -4941.358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -4943.404297 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -4943.404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4943.628906 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -4943.629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4943.628906 Penalty: 474.063232
	Iteration 6F: 3 clusters Score -4943.629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Entering Unmasked Estep 
Score: -106355.875000 Penalty: 358.610962
	Iteration 0F: 2 clusters Score -106355.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -104534.468750 Penalty: 717.221924
	Iteration 0F: 3 clusters Score -104534.5 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -105183.679688 Penalty: 717.221924
	Iteration 1F: 3 clusters Score -105183.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -105266.437500 Penalty: 717.221924
	Iteration 2F: 3 clusters Score -105266.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -105329.039062 Penalty: 717.221924
	Iteration 3Q: 3 clusters Score -105329 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -105389.125000 Penalty: 717.221924
	Iteration 4Q: 3 clusters Score -105389.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -105465.156250 Penalty: 717.221924
	Iteration 5F: 3 clusters Score -105465.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -105546.546875 Penalty: 717.221924
	Iteration 6Q: 3 clusters Score -105546.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -105637.812500 Penalty: 717.221924
	Iteration 7F: 3 clusters Score -105637.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105745.703125 Penalty: 717.221924
	Iteration 8F: 3 clusters Score -105745.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -105840.578125 Penalty: 717.221924
	Iteration 9Q: 3 clusters Score -105840.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -105898.843750 Penalty: 717.221924
	Iteration 10Q: 3 clusters Score -105898.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -105940.210938 Penalty: 717.221924
	Iteration 11Q: 3 clusters Score -105940.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -105974.960938 Penalty: 717.221924
	Iteration 12Q: 3 clusters Score -105975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -105995.304688 Penalty: 717.221924
	Iteration 13Q: 3 clusters Score -105995.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -106005.210938 Penalty: 717.221924
	Iteration 14Q: 3 clusters Score -106005.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -106019.125000 Penalty: 717.221924
	Iteration 15Q: 3 clusters Score -106019.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -106024.140625 Penalty: 717.221924
	Iteration 16Q: 3 clusters Score -106024.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -106024.421875 Penalty: 717.221924
	Iteration 17Q: 3 clusters Score -106024.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -106025.796875 Penalty: 717.221924
	Iteration 18Q: 3 clusters Score -106025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -106026.117188 Penalty: 717.221924
	Iteration 19Q: 3 clusters Score -106026.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -106026.117188 Penalty: 717.221924
	Iteration 20F: 3 clusters Score -106026.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159482 members 
Mstep: Class 5 contains 13130 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 5747 members 
Mstep: Class 8 contains 4402 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 26504 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7314 members 
Mstep: Class 15 contains 301260 members 
Mstep: Class 16 contains 60104 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 653 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 17864 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 911 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 3708 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36063 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350374.000000 Penalty: 24571.453125
Iteration 279Q: 41 clusters Score -2.835037e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159477 members 
Mstep: Class 5 contains 13131 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 5744 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5930 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 26505 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 301260 members 
Mstep: Class 16 contains 60106 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 653 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 17865 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 913 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 3708 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36069 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350360.000000 Penalty: 24571.453125
Iteration 280F: 41 clusters Score -2.835036e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159471 members 
Mstep: Class 5 contains 13130 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 5742 members 
Mstep: Class 8 contains 4400 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5930 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 26506 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 301258 members 
Mstep: Class 16 contains 60108 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 17867 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36075 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350376.000000 Penalty: 24571.453125
Iteration 281Q: 41 clusters Score -2.835038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159465 members 
Mstep: Class 5 contains 13129 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 5740 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5930 members 
Mstep: Class 11 contains 6299 members 
Mstep: Class 12 contains 26507 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 301258 members 
Mstep: Class 16 contains 60111 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 17868 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36079 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350388.000000 Penalty: 24571.453125
Iteration 282Q: 41 clusters Score -2.835039e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159458 members 
Mstep: Class 5 contains 13128 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 5738 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5930 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26508 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 301258 members 
Mstep: Class 16 contains 60113 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 17869 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36085 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350384.000000 Penalty: 24571.453125
Iteration 283Q: 41 clusters Score -2.835038e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159445 members 
Mstep: Class 5 contains 13128 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5930 members 
Mstep: Class 11 contains 6296 members 
Mstep: Class 12 contains 26512 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 301258 members 
Mstep: Class 16 contains 60114 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 17872 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36092 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350372.000000 Penalty: 24571.453125
Iteration 284Q: 41 clusters Score -2.835037e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159433 members 
Mstep: Class 5 contains 13128 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 5734 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5930 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 26514 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 301260 members 
Mstep: Class 16 contains 60116 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 17875 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1404 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36098 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350394.000000 Penalty: 24571.453125
Iteration 285Q: 41 clusters Score -2.835039e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 746 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159427 members 
Mstep: Class 5 contains 13128 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 5733 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5929 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 26515 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 301266 members 
Mstep: Class 16 contains 60117 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5504 members 
Mstep: Class 22 contains 17874 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1402 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36104 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350410.000000 Penalty: 24571.453125
Iteration 286Q: 41 clusters Score -2.835041e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159418 members 
Mstep: Class 5 contains 13127 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 5730 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5929 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 26515 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 301270 members 
Mstep: Class 16 contains 60119 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5504 members 
Mstep: Class 22 contains 17877 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1401 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36110 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350416.000000 Penalty: 24571.453125
Iteration 287Q: 41 clusters Score -2.835042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159413 members 
Mstep: Class 5 contains 13127 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 5729 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5929 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 26515 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 301272 members 
Mstep: Class 16 contains 60119 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5505 members 
Mstep: Class 22 contains 17884 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1400 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36111 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350432.000000 Penalty: 24571.453125
Iteration 288Q: 41 clusters Score -2.835043e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159411 members 
Mstep: Class 5 contains 13127 members 
Mstep: Class 6 contains 2227 members 
Mstep: Class 7 contains 5726 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5929 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26516 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 301273 members 
Mstep: Class 16 contains 60119 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5505 members 
Mstep: Class 22 contains 17891 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1400 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36112 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350428.000000 Penalty: 24571.453125
Iteration 289Q: 41 clusters Score -2.835043e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159405 members 
Mstep: Class 5 contains 13126 members 
Mstep: Class 6 contains 2225 members 
Mstep: Class 7 contains 5724 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26516 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7307 members 
Mstep: Class 15 contains 301275 members 
Mstep: Class 16 contains 60120 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5505 members 
Mstep: Class 22 contains 17897 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36117 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350422.000000 Penalty: 24571.453125
Iteration 290Q: 41 clusters Score -2.835042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159401 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 5721 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5925 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26517 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7307 members 
Mstep: Class 15 contains 301276 members 
Mstep: Class 16 contains 60122 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5504 members 
Mstep: Class 22 contains 17900 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36124 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350418.000000 Penalty: 24571.453125
Iteration 291Q: 41 clusters Score -2.835042e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 746 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159397 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2221 members 
Mstep: Class 7 contains 5716 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5924 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26517 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7307 members 
Mstep: Class 15 contains 301278 members 
Mstep: Class 16 contains 60126 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5501 members 
Mstep: Class 22 contains 17906 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1398 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36129 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350412.000000 Penalty: 24571.453125
Iteration 292Q: 41 clusters Score -2.835041e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 743 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159388 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2221 members 
Mstep: Class 7 contains 5714 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5923 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26517 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7307 members 
Mstep: Class 15 contains 301277 members 
Mstep: Class 16 contains 60128 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5497 members 
Mstep: Class 22 contains 17917 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36138 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350406.000000 Penalty: 24571.453125
Iteration 293Q: 41 clusters Score -2.835041e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 742 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159381 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 5708 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5923 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26518 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7307 members 
Mstep: Class 15 contains 301277 members 
Mstep: Class 16 contains 60131 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 17927 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1393 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36141 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350402.000000 Penalty: 24571.453125
Iteration 294Q: 41 clusters Score -2.83504e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159376 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2222 members 
Mstep: Class 7 contains 5705 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5923 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26518 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 301273 members 
Mstep: Class 16 contains 60134 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5491 members 
Mstep: Class 22 contains 17933 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1392 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350412.000000 Penalty: 24571.453125
Iteration 295Q: 41 clusters Score -2.835041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159374 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2220 members 
Mstep: Class 7 contains 5706 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5923 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26518 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7309 members 
Mstep: Class 15 contains 301270 members 
Mstep: Class 16 contains 60134 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5488 members 
Mstep: Class 22 contains 17937 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1392 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36156 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350414.000000 Penalty: 24571.453125
Iteration 296Q: 41 clusters Score -2.835041e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 733 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159369 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2218 members 
Mstep: Class 7 contains 5711 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5922 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26517 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7309 members 
Mstep: Class 15 contains 301269 members 
Mstep: Class 16 contains 60135 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5488 members 
Mstep: Class 22 contains 17941 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1392 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36162 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350428.000000 Penalty: 24571.453125
Iteration 297Q: 41 clusters Score -2.835043e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 731 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159367 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2216 members 
Mstep: Class 7 contains 5710 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5922 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26516 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 301265 members 
Mstep: Class 16 contains 60139 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5489 members 
Mstep: Class 22 contains 17943 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1392 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36168 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350416.000000 Penalty: 24571.453125
Iteration 298Q: 41 clusters Score -2.835042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 731 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159365 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2213 members 
Mstep: Class 7 contains 5702 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5922 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26519 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7309 members 
Mstep: Class 15 contains 301262 members 
Mstep: Class 16 contains 60145 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5488 members 
Mstep: Class 22 contains 17946 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1392 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36172 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350412.000000 Penalty: 24571.453125
Iteration 299Q: 41 clusters Score -2.835041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 730 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159366 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 5698 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5922 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26518 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 301259 members 
Mstep: Class 16 contains 60148 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5488 members 
Mstep: Class 22 contains 17949 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1392 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36176 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350418.000000 Penalty: 24571.453125
Iteration 300F: 41 clusters Score -2.835042e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159364 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 5695 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5922 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26518 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 301253 members 
Mstep: Class 16 contains 60148 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5488 members 
Mstep: Class 22 contains 17956 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1392 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36182 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350402.000000 Penalty: 24571.453125
Iteration 301Q: 41 clusters Score -2.83504e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159358 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 5691 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26518 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 301251 members 
Mstep: Class 16 contains 60149 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5487 members 
Mstep: Class 22 contains 17962 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36189 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350438.000000 Penalty: 24571.453125
Iteration 302Q: 41 clusters Score -2.835044e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159353 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2214 members 
Mstep: Class 7 contains 5684 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26519 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 301249 members 
Mstep: Class 16 contains 60151 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5487 members 
Mstep: Class 22 contains 17965 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1387 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36197 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350430.000000 Penalty: 24571.453125
Iteration 303Q: 41 clusters Score -2.835043e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159349 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2213 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26519 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 301245 members 
Mstep: Class 16 contains 60153 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5487 members 
Mstep: Class 22 contains 17974 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1385 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36203 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350444.000000 Penalty: 24571.453125
Iteration 304Q: 41 clusters Score -2.835044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159347 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2213 members 
Mstep: Class 7 contains 5676 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26520 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 301239 members 
Mstep: Class 16 contains 60155 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5487 members 
Mstep: Class 22 contains 17980 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1384 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36208 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350428.000000 Penalty: 24571.453125
Iteration 305Q: 41 clusters Score -2.835043e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159342 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 5670 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26522 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 301235 members 
Mstep: Class 16 contains 60160 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5487 members 
Mstep: Class 22 contains 17982 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1384 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36216 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350432.000000 Penalty: 24571.453125
Iteration 306Q: 41 clusters Score -2.835043e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 722 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159337 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 7 contains 5668 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26523 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 301230 members 
Mstep: Class 16 contains 60167 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5486 members 
Mstep: Class 22 contains 17986 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1383 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36224 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350402.000000 Penalty: 24571.453125
Iteration 307Q: 41 clusters Score -2.83504e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159332 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2204 members 
Mstep: Class 7 contains 5663 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26524 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 301225 members 
Mstep: Class 16 contains 60174 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 17992 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1383 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36232 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350388.000000 Penalty: 24571.453125
Iteration 308Q: 41 clusters Score -2.835039e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159328 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 5659 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26523 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 301219 members 
Mstep: Class 16 contains 60177 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5483 members 
Mstep: Class 22 contains 18004 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1382 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36242 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350374.000000 Penalty: 24571.453125
Iteration 309Q: 41 clusters Score -2.835037e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159325 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2193 members 
Mstep: Class 7 contains 5652 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26523 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 301219 members 
Mstep: Class 16 contains 60181 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5483 members 
Mstep: Class 22 contains 18007 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1384 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36247 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350406.000000 Penalty: 24571.453125
Iteration 310Q: 41 clusters Score -2.835041e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159320 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2187 members 
Mstep: Class 7 contains 5646 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26524 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 301220 members 
Mstep: Class 16 contains 60184 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 18012 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1385 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36252 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350424.000000 Penalty: 24571.453125
Iteration 311Q: 41 clusters Score -2.835042e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159315 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 2187 members 
Mstep: Class 7 contains 5643 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26528 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 301219 members 
Mstep: Class 16 contains 60184 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 18016 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1384 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36254 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350404.000000 Penalty: 24571.453125
Iteration 312Q: 41 clusters Score -2.83504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159316 members 
Mstep: Class 5 contains 13124 members 
Mstep: Class 6 contains 2186 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26528 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 301220 members 
Mstep: Class 16 contains 60185 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 18015 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1385 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36257 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350420.000000 Penalty: 24571.453125
Iteration 313Q: 41 clusters Score -2.835042e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159313 members 
Mstep: Class 5 contains 13124 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26528 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 301220 members 
Mstep: Class 16 contains 60186 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 18015 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36264 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350428.000000 Penalty: 24571.453125
Iteration 314Q: 41 clusters Score -2.835043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159312 members 
Mstep: Class 5 contains 13124 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26528 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 301220 members 
Mstep: Class 16 contains 60187 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36267 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350428.000000 Penalty: 24571.453125
Iteration 315Q: 41 clusters Score -2.835043e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159312 members 
Mstep: Class 5 contains 13124 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 5631 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5920 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26528 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 301222 members 
Mstep: Class 16 contains 60189 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 18023 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36269 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350438.000000 Penalty: 24571.453125
Iteration 316Q: 41 clusters Score -2.835044e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159308 members 
Mstep: Class 5 contains 13124 members 
Mstep: Class 6 contains 2172 members 
Mstep: Class 7 contains 5626 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5919 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26528 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 301224 members 
Mstep: Class 16 contains 60191 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 18027 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1384 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36273 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350414.000000 Penalty: 24571.453125
Iteration 317Q: 41 clusters Score -2.835041e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159305 members 
Mstep: Class 5 contains 13124 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 5619 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5917 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26528 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 301227 members 
Mstep: Class 16 contains 60194 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 18031 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1379 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36279 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350416.000000 Penalty: 24571.453125
Iteration 318Q: 41 clusters Score -2.835042e+07 nChanged 49
Entering ConstructFrom: 
Score: -28350416.000000 Penalty: 24571.453125
Entering ConstructFrom: 
Trying to split cluster 1 (3096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Entering Unmasked Estep 
Score: -118720.773438 Penalty: 365.722931
	Iteration 0F: 2 clusters Score -118720.8 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 1548 members 
Entering Unmasked Estep 
Score: -116616.125000 Penalty: 731.445862
	Iteration 0F: 3 clusters Score -116616.1 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -117521.328125 Penalty: 731.445862
	Iteration 1F: 3 clusters Score -117521.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -117751.437500 Penalty: 731.445862
	Iteration 2F: 3 clusters Score -117751.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -117902.632812 Penalty: 731.445862
	Iteration 3F: 3 clusters Score -117902.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -118009.625000 Penalty: 731.445862
	Iteration 4F: 3 clusters Score -118009.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -118091.898438 Penalty: 731.445862
	Iteration 5Q: 3 clusters Score -118091.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -118153.601562 Penalty: 731.445862
	Iteration 6Q: 3 clusters Score -118153.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -118182.992188 Penalty: 731.445862
	Iteration 7Q: 3 clusters Score -118183 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -118201.945312 Penalty: 731.445862
	Iteration 8Q: 3 clusters Score -118201.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -118218.929688 Penalty: 731.445862
	Iteration 9Q: 3 clusters Score -118218.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -118234.015625 Penalty: 731.445862
	Iteration 10Q: 3 clusters Score -118234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -118247.203125 Penalty: 731.445862
	Iteration 11Q: 3 clusters Score -118247.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -118257.218750 Penalty: 731.445862
	Iteration 12Q: 3 clusters Score -118257.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -118268.734375 Penalty: 731.445862
	Iteration 13Q: 3 clusters Score -118268.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -118276.242188 Penalty: 731.445862
	Iteration 14Q: 3 clusters Score -118276.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -118283.023438 Penalty: 731.445862
	Iteration 15Q: 3 clusters Score -118283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -118288.406250 Penalty: 731.445862
	Iteration 16Q: 3 clusters Score -118288.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -118293.382812 Penalty: 731.445862
	Iteration 17Q: 3 clusters Score -118293.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -118300.070312 Penalty: 731.445862
	Iteration 18Q: 3 clusters Score -118300.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -118309.507812 Penalty: 731.445862
	Iteration 19Q: 3 clusters Score -118309.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -118317.125000 Penalty: 731.445862
	Iteration 20F: 3 clusters Score -118317.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -118323.429688 Penalty: 731.445862
	Iteration 21Q: 3 clusters Score -118323.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -118328.414062 Penalty: 731.445862
	Iteration 22Q: 3 clusters Score -118328.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -118333.335938 Penalty: 731.445862
	Iteration 23Q: 3 clusters Score -118333.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -118338.867188 Penalty: 731.445862
	Iteration 24Q: 3 clusters Score -118338.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -118344.289062 Penalty: 731.445862
	Iteration 25Q: 3 clusters Score -118344.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -118347.882812 Penalty: 731.445862
	Iteration 26Q: 3 clusters Score -118347.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -118352.171875 Penalty: 731.445862
	Iteration 27Q: 3 clusters Score -118352.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -118356.023438 Penalty: 731.445862
	Iteration 28Q: 3 clusters Score -118356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -118358.695312 Penalty: 731.445862
	Iteration 29Q: 3 clusters Score -118358.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -118361.429688 Penalty: 731.445862
	Iteration 30Q: 3 clusters Score -118361.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -118362.640625 Penalty: 731.445862
	Iteration 31Q: 3 clusters Score -118362.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -118363.593750 Penalty: 731.445862
	Iteration 32Q: 3 clusters Score -118363.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -118364.375000 Penalty: 731.445862
	Iteration 33Q: 3 clusters Score -118364.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -118364.601562 Penalty: 731.445862
	Iteration 34Q: 3 clusters Score -118364.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -118364.656250 Penalty: 731.445862
	Iteration 35Q: 3 clusters Score -118364.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -118364.820312 Penalty: 731.445862
	Iteration 36Q: 3 clusters Score -118364.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -118364.703125 Penalty: 731.445862
	Iteration 37Q: 3 clusters Score -118364.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -118364.703125 Penalty: 731.445862
	Iteration 38F: 3 clusters Score -118364.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -27988.103516 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -27988.1 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 358 members 
Entering Unmasked Estep 
Score: -27350.062500 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -27350.06 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27499.044922 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -27499.04 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -27539.677734 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -27539.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -27567.705078 Penalty: 598.711853
	Iteration 3F: 3 clusters Score -27567.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27586.136719 Penalty: 598.711853
	Iteration 4Q: 3 clusters Score -27586.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -27609.679688 Penalty: 598.711853
	Iteration 5Q: 3 clusters Score -27609.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -27629.828125 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -27629.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27663.568359 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -27663.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27690.380859 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -27690.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27716.515625 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -27716.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -27739.845703 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -27739.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27766.076172 Penalty: 598.711853
	Iteration 11Q: 3 clusters Score -27766.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -27784.111328 Penalty: 598.711853
	Iteration 12Q: 3 clusters Score -27784.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27792.667969 Penalty: 598.711853
	Iteration 13Q: 3 clusters Score -27792.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27800.246094 Penalty: 598.711853
	Iteration 14Q: 3 clusters Score -27800.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27804.859375 Penalty: 598.711853
	Iteration 15Q: 3 clusters Score -27804.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27810.630859 Penalty: 598.711853
	Iteration 16Q: 3 clusters Score -27810.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27812.660156 Penalty: 598.711853
	Iteration 17Q: 3 clusters Score -27812.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27814.015625 Penalty: 598.711853
	Iteration 18Q: 3 clusters Score -27814.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27818.730469 Penalty: 598.711853
	Iteration 19Q: 3 clusters Score -27818.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27824.441406 Penalty: 598.711853
	Iteration 20F: 3 clusters Score -27824.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27826.419922 Penalty: 598.711853
	Iteration 21Q: 3 clusters Score -27826.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -27830.046875 Penalty: 598.711853
	Iteration 22Q: 3 clusters Score -27830.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -27830.804688 Penalty: 598.711853
	Iteration 23Q: 3 clusters Score -27830.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -27830.804688 Penalty: 598.711853
	Iteration 24F: 3 clusters Score -27830.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -51468.761719 Penalty: 330.417694
	Iteration 0F: 2 clusters Score -51468.76 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 729 members 
Entering Unmasked Estep 
Score: -50420.507812 Penalty: 660.835388
	Iteration 0F: 3 clusters Score -50420.51 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -50735.179688 Penalty: 660.835388
	Iteration 1F: 3 clusters Score -50735.18 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -50821.933594 Penalty: 660.835388
	Iteration 2F: 3 clusters Score -50821.93 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -50932.687500 Penalty: 660.835388
	Iteration 3F: 3 clusters Score -50932.69 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -51072.335938 Penalty: 660.835388
	Iteration 4F: 3 clusters Score -51072.34 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -51177.535156 Penalty: 660.835388
	Iteration 5F: 3 clusters Score -51177.54 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -51246.398438 Penalty: 660.835388
	Iteration 6F: 3 clusters Score -51246.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -51283.449219 Penalty: 660.835388
	Iteration 7Q: 3 clusters Score -51283.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -51303.683594 Penalty: 660.835388
	Iteration 8Q: 3 clusters Score -51303.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -51311.804688 Penalty: 660.835388
	Iteration 9Q: 3 clusters Score -51311.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -51318.328125 Penalty: 660.835388
	Iteration 10Q: 3 clusters Score -51318.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -51324.710938 Penalty: 660.835388
	Iteration 11Q: 3 clusters Score -51324.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -51328.070312 Penalty: 660.835388
	Iteration 12Q: 3 clusters Score -51328.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -51331.683594 Penalty: 660.835388
	Iteration 13Q: 3 clusters Score -51331.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -51333.699219 Penalty: 660.835388
	Iteration 14Q: 3 clusters Score -51333.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -51333.800781 Penalty: 660.835388
	Iteration 15Q: 3 clusters Score -51333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -51334.058594 Penalty: 660.835388
	Iteration 16Q: 3 clusters Score -51334.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -51334.058594 Penalty: 660.835388
	Iteration 17F: 3 clusters Score -51334.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (159297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159297 members 
Entering Unmasked Estep 
Score: -6613959.000000 Penalty: 545.022949
	Iteration 0F: 2 clusters Score -6613959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79491 members 
Mstep: Class 2 contains 79806 members 
Entering Unmasked Estep 
Score: -6505919.500000 Penalty: 1090.045898
	Iteration 0F: 3 clusters Score -6505920 nChanged 78199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66398 members 
Mstep: Class 2 contains 92899 members 
Entering Unmasked Estep 
Score: -6557538.000000 Penalty: 1090.045898
	Iteration 1F: 3 clusters Score -6557538 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 100922 members 
Entering Unmasked Estep 
Score: -6563006.000000 Penalty: 1090.045898
	Iteration 2F: 3 clusters Score -6563006 nChanged 11688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 110738 members 
Entering Unmasked Estep 
Score: -6570416.500000 Penalty: 1090.045898
	Iteration 3F: 3 clusters Score -6570416 nChanged 12038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 121634 members 
Entering Unmasked Estep 
Score: -6579359.000000 Penalty: 1090.045898
	Iteration 4F: 3 clusters Score -6579359 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 132655 members 
Entering Unmasked Estep 
Score: -6588977.000000 Penalty: 1090.045898
	Iteration 5F: 3 clusters Score -6588977 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 142473 members 
Entering Unmasked Estep 
Score: -6597883.000000 Penalty: 1090.045898
	Iteration 6F: 3 clusters Score -6597883 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 150308 members 
Entering Unmasked Estep 
Score: -6605268.500000 Penalty: 1090.045898
	Iteration 7Q: 3 clusters Score -6605268 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 155333 members 
Entering Unmasked Estep 
Score: -6610023.500000 Penalty: 1090.045898
	Iteration 8Q: 3 clusters Score -6610024 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 157829 members 
Entering Unmasked Estep 
Score: -6612253.500000 Penalty: 1090.045898
	Iteration 9Q: 3 clusters Score -6612254 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 158765 members 
Entering Unmasked Estep 
Score: -6613040.500000 Penalty: 1090.045898
	Iteration 10Q: 3 clusters Score -6613040 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 159077 members 
Entering Unmasked Estep 
Score: -6613336.500000 Penalty: 1090.045898
	Iteration 11Q: 3 clusters Score -6613336 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 159174 members 
Entering Unmasked Estep 
Score: -6613412.000000 Penalty: 1090.045898
	Iteration 12Q: 3 clusters Score -6613412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 159199 members 
Entering Unmasked Estep 
Score: -6613441.500000 Penalty: 1090.045898
	Iteration 13Q: 3 clusters Score -6613442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 159199 members 
Entering Unmasked Estep 
Score: -6613465.000000 Penalty: 1090.045898
	Iteration 14Q: 3 clusters Score -6613465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 159201 members 
Entering Unmasked Estep 
Score: -6613471.000000 Penalty: 1090.045898
	Iteration 15Q: 3 clusters Score -6613471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 159203 members 
Entering Unmasked Estep 
Score: -6613479.500000 Penalty: 1090.045898
	Iteration 16Q: 3 clusters Score -6613480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 159196 members 
Entering Unmasked Estep 
Score: -6613485.500000 Penalty: 1090.045898
	Iteration 17Q: 3 clusters Score -6613486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 159192 members 
Entering Unmasked Estep 
Score: -6613476.500000 Penalty: 1090.045898
	Iteration 18Q: 3 clusters Score -6613476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 159192 members 
Entering Unmasked Estep 
Score: -6613476.500000 Penalty: 1090.045898
	Iteration 19Q: 3 clusters Score -6613476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 159189 members 
Entering Unmasked Estep 
Score: -6613482.000000 Penalty: 1090.045898
	Iteration 20F: 3 clusters Score -6613482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 159192 members 
Entering Unmasked Estep 
Score: -6613490.500000 Penalty: 1090.045898
	Iteration 21Q: 3 clusters Score -6613490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 159187 members 
Entering Unmasked Estep 
Score: -6613494.000000 Penalty: 1090.045898
	Iteration 22Q: 3 clusters Score -6613494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 159187 members 
Entering Unmasked Estep 
Score: -6613498.000000 Penalty: 1090.045898
	Iteration 23Q: 3 clusters Score -6613498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 159186 members 
Entering Unmasked Estep 
Score: -6613504.500000 Penalty: 1090.045898
	Iteration 24Q: 3 clusters Score -6613504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 159182 members 
Entering Unmasked Estep 
Score: -6613508.000000 Penalty: 1090.045898
	Iteration 25Q: 3 clusters Score -6613508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 159179 members 
Entering Unmasked Estep 
Score: -6613512.000000 Penalty: 1090.045898
	Iteration 26Q: 3 clusters Score -6613512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 159178 members 
Entering Unmasked Estep 
Score: -6613514.500000 Penalty: 1090.045898
	Iteration 27Q: 3 clusters Score -6613514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 159178 members 
Entering Unmasked Estep 
Score: -6613522.000000 Penalty: 1090.045898
	Iteration 28Q: 3 clusters Score -6613522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 159179 members 
Entering Unmasked Estep 
Score: -6613522.000000 Penalty: 1090.045898
	Iteration 29Q: 3 clusters Score -6613522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 159178 members 
Entering Unmasked Estep 
Score: -6613525.000000 Penalty: 1090.045898
	Iteration 30Q: 3 clusters Score -6613525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 159176 members 
Entering Unmasked Estep 
Score: -6613522.000000 Penalty: 1090.045898
	Iteration 31Q: 3 clusters Score -6613522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 159172 members 
Entering Unmasked Estep 
Score: -6613531.500000 Penalty: 1090.045898
	Iteration 32Q: 3 clusters Score -6613532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 159168 members 
Entering Unmasked Estep 
Score: -6613529.500000 Penalty: 1090.045898
	Iteration 33Q: 3 clusters Score -6613530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 159168 members 
Entering Unmasked Estep 
Score: -6613529.500000 Penalty: 1090.045898
	Iteration 34F: 3 clusters Score -6613530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Entering Unmasked Estep 
Score: -511291.437500 Penalty: 431.440002
	Iteration 0F: 2 clusters Score -511291.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -502486.000000 Penalty: 862.880005
	Iteration 0F: 3 clusters Score -502486 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -506585.625000 Penalty: 862.880005
	Iteration 1F: 3 clusters Score -506585.6 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -507302.125000 Penalty: 862.880005
	Iteration 2F: 3 clusters Score -507302.1 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -508083.093750 Penalty: 862.880005
	Iteration 3F: 3 clusters Score -508083.1 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -508768.531250 Penalty: 862.880005
	Iteration 4F: 3 clusters Score -508768.5 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -509335.312500 Penalty: 862.880005
	Iteration 5F: 3 clusters Score -509335.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -509783.406250 Penalty: 862.880005
	Iteration 6Q: 3 clusters Score -509783.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -510085.250000 Penalty: 862.880005
	Iteration 7Q: 3 clusters Score -510085.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -510271.968750 Penalty: 862.880005
	Iteration 8Q: 3 clusters Score -510272 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -510401.468750 Penalty: 862.880005
	Iteration 9Q: 3 clusters Score -510401.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -510504.375000 Penalty: 862.880005
	Iteration 10Q: 3 clusters Score -510504.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -510572.281250 Penalty: 862.880005
	Iteration 11Q: 3 clusters Score -510572.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -510628.312500 Penalty: 862.880005
	Iteration 12Q: 3 clusters Score -510628.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -510675.968750 Penalty: 862.880005
	Iteration 13Q: 3 clusters Score -510676 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -510713.406250 Penalty: 862.880005
	Iteration 14Q: 3 clusters Score -510713.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -510748.375000 Penalty: 862.880005
	Iteration 15Q: 3 clusters Score -510748.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -510775.562500 Penalty: 862.880005
	Iteration 16Q: 3 clusters Score -510775.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -510804.843750 Penalty: 862.880005
	Iteration 17Q: 3 clusters Score -510804.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -510832.750000 Penalty: 862.880005
	Iteration 18Q: 3 clusters Score -510832.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -510857.500000 Penalty: 862.880005
	Iteration 19Q: 3 clusters Score -510857.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -510874.656250 Penalty: 862.880005
	Iteration 20F: 3 clusters Score -510874.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -510894.281250 Penalty: 862.880005
	Iteration 21Q: 3 clusters Score -510894.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -510907.000000 Penalty: 862.880005
	Iteration 22Q: 3 clusters Score -510907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -510915.968750 Penalty: 862.880005
	Iteration 23Q: 3 clusters Score -510916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -510924.593750 Penalty: 862.880005
	Iteration 24Q: 3 clusters Score -510924.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -510933.906250 Penalty: 862.880005
	Iteration 25Q: 3 clusters Score -510933.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -510940.625000 Penalty: 862.880005
	Iteration 26Q: 3 clusters Score -510940.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -510947.406250 Penalty: 862.880005
	Iteration 27Q: 3 clusters Score -510947.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -510952.968750 Penalty: 862.880005
	Iteration 28Q: 3 clusters Score -510953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -510957.437500 Penalty: 862.880005
	Iteration 29Q: 3 clusters Score -510957.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -510960.000000 Penalty: 862.880005
	Iteration 30Q: 3 clusters Score -510960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -510960.562500 Penalty: 862.880005
	Iteration 31Q: 3 clusters Score -510960.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -510960.968750 Penalty: 862.880005
	Iteration 32Q: 3 clusters Score -510961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -510961.000000 Penalty: 862.880005
	Iteration 33Q: 3 clusters Score -510961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -510961.343750 Penalty: 862.880005
	Iteration 34Q: 3 clusters Score -510961.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -510961.500000 Penalty: 862.880005
	Iteration 35Q: 3 clusters Score -510961.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -510962.062500 Penalty: 862.880005
	Iteration 36Q: 3 clusters Score -510962.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -510962.125000 Penalty: 862.880005
	Iteration 37Q: 3 clusters Score -510962.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -510963.281250 Penalty: 862.880005
	Iteration 38Q: 3 clusters Score -510963.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -510963.093750 Penalty: 862.880005
	Iteration 39Q: 3 clusters Score -510963.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -510963.750000 Penalty: 862.880005
	Iteration 40F: 3 clusters Score -510963.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -510963.687500 Penalty: 862.880005
	Iteration 41Q: 3 clusters Score -510963.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -510963.687500 Penalty: 862.880005
	Iteration 42F: 3 clusters Score -510963.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Entering Unmasked Estep 
Score: -88820.226562 Penalty: 349.615814
	Iteration 0F: 2 clusters Score -88820.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -87326.562500 Penalty: 699.231628
	Iteration 0F: 3 clusters Score -87326.56 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -87816.625000 Penalty: 699.231628
	Iteration 1F: 3 clusters Score -87816.62 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -87888.117188 Penalty: 699.231628
	Iteration 2F: 3 clusters Score -87888.12 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -87946.132812 Penalty: 699.231628
	Iteration 3F: 3 clusters Score -87946.13 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -87988.109375 Penalty: 699.231628
	Iteration 4Q: 3 clusters Score -87988.11 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -88026.406250 Penalty: 699.231628
	Iteration 5Q: 3 clusters Score -88026.41 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -88066.351562 Penalty: 699.231628
	Iteration 6Q: 3 clusters Score -88066.35 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -88103.093750 Penalty: 699.231628
	Iteration 7Q: 3 clusters Score -88103.09 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -88137.625000 Penalty: 699.231628
	Iteration 8Q: 3 clusters Score -88137.62 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -88175.906250 Penalty: 699.231628
	Iteration 9Q: 3 clusters Score -88175.91 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -88233.390625 Penalty: 699.231628
	Iteration 10Q: 3 clusters Score -88233.39 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -88293.171875 Penalty: 699.231628
	Iteration 11Q: 3 clusters Score -88293.17 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -88348.390625 Penalty: 699.231628
	Iteration 12Q: 3 clusters Score -88348.39 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -88399.640625 Penalty: 699.231628
	Iteration 13Q: 3 clusters Score -88399.64 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -88448.898438 Penalty: 699.231628
	Iteration 14Q: 3 clusters Score -88448.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -88482.218750 Penalty: 699.231628
	Iteration 15Q: 3 clusters Score -88482.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -88495.937500 Penalty: 699.231628
	Iteration 16Q: 3 clusters Score -88495.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -88506.054688 Penalty: 699.231628
	Iteration 17Q: 3 clusters Score -88506.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -88511.671875 Penalty: 699.231628
	Iteration 18Q: 3 clusters Score -88511.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -88513.203125 Penalty: 699.231628
	Iteration 19Q: 3 clusters Score -88513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -88514.875000 Penalty: 699.231628
	Iteration 20F: 3 clusters Score -88514.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -88515.593750 Penalty: 699.231628
	Iteration 21Q: 3 clusters Score -88515.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -88516.664062 Penalty: 699.231628
	Iteration 22Q: 3 clusters Score -88516.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -88516.664062 Penalty: 699.231628
	Iteration 23F: 3 clusters Score -88516.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Entering Unmasked Estep 
Score: -223261.562500 Penalty: 392.745575
	Iteration 0F: 2 clusters Score -223261.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -219460.234375 Penalty: 785.491150
	Iteration 0F: 3 clusters Score -219460.2 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -221104.375000 Penalty: 785.491150
	Iteration 1F: 3 clusters Score -221104.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -221397.703125 Penalty: 785.491150
	Iteration 2F: 3 clusters Score -221397.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -221671.390625 Penalty: 785.491150
	Iteration 3F: 3 clusters Score -221671.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -221954.812500 Penalty: 785.491150
	Iteration 4F: 3 clusters Score -221954.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -222193.890625 Penalty: 785.491150
	Iteration 5F: 3 clusters Score -222193.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -222402.656250 Penalty: 785.491150
	Iteration 6Q: 3 clusters Score -222402.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -222557.609375 Penalty: 785.491150
	Iteration 7Q: 3 clusters Score -222557.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -222679.609375 Penalty: 785.491150
	Iteration 8Q: 3 clusters Score -222679.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -222759.218750 Penalty: 785.491150
	Iteration 9Q: 3 clusters Score -222759.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -222814.656250 Penalty: 785.491150
	Iteration 10Q: 3 clusters Score -222814.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -222848.046875 Penalty: 785.491150
	Iteration 11Q: 3 clusters Score -222848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -222884.078125 Penalty: 785.491150
	Iteration 12Q: 3 clusters Score -222884.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -222907.031250 Penalty: 785.491150
	Iteration 13Q: 3 clusters Score -222907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -222920.390625 Penalty: 785.491150
	Iteration 14Q: 3 clusters Score -222920.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -222932.343750 Penalty: 785.491150
	Iteration 15Q: 3 clusters Score -222932.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -222942.656250 Penalty: 785.491150
	Iteration 16Q: 3 clusters Score -222942.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -222950.828125 Penalty: 785.491150
	Iteration 17Q: 3 clusters Score -222950.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -222953.171875 Penalty: 785.491150
	Iteration 18Q: 3 clusters Score -222953.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -222958.234375 Penalty: 785.491150
	Iteration 19Q: 3 clusters Score -222958.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -222963.546875 Penalty: 785.491150
	Iteration 20F: 3 clusters Score -222963.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -222967.187500 Penalty: 785.491150
	Iteration 21Q: 3 clusters Score -222967.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -222970.265625 Penalty: 785.491150
	Iteration 22Q: 3 clusters Score -222970.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -222972.046875 Penalty: 785.491150
	Iteration 23Q: 3 clusters Score -222972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -222972.296875 Penalty: 785.491150
	Iteration 24Q: 3 clusters Score -222972.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -222972.296875 Penalty: 785.491150
	Iteration 25F: 3 clusters Score -222972.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Entering Unmasked Estep 
Score: -174735.484375 Penalty: 381.726227
	Iteration 0F: 2 clusters Score -174735.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -171810.640625 Penalty: 763.452454
	Iteration 0F: 3 clusters Score -171810.6 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -172924.500000 Penalty: 763.452454
	Iteration 1F: 3 clusters Score -172924.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -173039.609375 Penalty: 763.452454
	Iteration 2F: 3 clusters Score -173039.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -173130.546875 Penalty: 763.452454
	Iteration 3F: 3 clusters Score -173130.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -173235.750000 Penalty: 763.452454
	Iteration 4Q: 3 clusters Score -173235.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -173347.921875 Penalty: 763.452454
	Iteration 5Q: 3 clusters Score -173347.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -173473.093750 Penalty: 763.452454
	Iteration 6Q: 3 clusters Score -173473.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -173617.343750 Penalty: 763.452454
	Iteration 7F: 3 clusters Score -173617.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -173730.765625 Penalty: 763.452454
	Iteration 8Q: 3 clusters Score -173730.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -173822.765625 Penalty: 763.452454
	Iteration 9Q: 3 clusters Score -173822.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -173886.531250 Penalty: 763.452454
	Iteration 10Q: 3 clusters Score -173886.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -173935.406250 Penalty: 763.452454
	Iteration 11Q: 3 clusters Score -173935.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -173970.625000 Penalty: 763.452454
	Iteration 12Q: 3 clusters Score -173970.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -173997.500000 Penalty: 763.452454
	Iteration 13Q: 3 clusters Score -173997.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -174022.625000 Penalty: 763.452454
	Iteration 14Q: 3 clusters Score -174022.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -174049.468750 Penalty: 763.452454
	Iteration 15Q: 3 clusters Score -174049.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -174079.250000 Penalty: 763.452454
	Iteration 16Q: 3 clusters Score -174079.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -174103.281250 Penalty: 763.452454
	Iteration 17Q: 3 clusters Score -174103.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -174124.890625 Penalty: 763.452454
	Iteration 18Q: 3 clusters Score -174124.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -174149.453125 Penalty: 763.452454
	Iteration 19Q: 3 clusters Score -174149.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -174172.625000 Penalty: 763.452454
	Iteration 20F: 3 clusters Score -174172.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -174200.234375 Penalty: 763.452454
	Iteration 21Q: 3 clusters Score -174200.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -174228.281250 Penalty: 763.452454
	Iteration 22Q: 3 clusters Score -174228.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -174263.750000 Penalty: 763.452454
	Iteration 23Q: 3 clusters Score -174263.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -174309.312500 Penalty: 763.452454
	Iteration 24Q: 3 clusters Score -174309.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -174346.078125 Penalty: 763.452454
	Iteration 25Q: 3 clusters Score -174346.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -174363.625000 Penalty: 763.452454
	Iteration 26Q: 3 clusters Score -174363.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -174378.078125 Penalty: 763.452454
	Iteration 27Q: 3 clusters Score -174378.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -174395.500000 Penalty: 763.452454
	Iteration 28Q: 3 clusters Score -174395.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -174411.968750 Penalty: 763.452454
	Iteration 29Q: 3 clusters Score -174412 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -174426.609375 Penalty: 763.452454
	Iteration 30Q: 3 clusters Score -174426.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -174435.562500 Penalty: 763.452454
	Iteration 31Q: 3 clusters Score -174435.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -174441.625000 Penalty: 763.452454
	Iteration 32Q: 3 clusters Score -174441.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -174448.265625 Penalty: 763.452454
	Iteration 33Q: 3 clusters Score -174448.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -174455.796875 Penalty: 763.452454
	Iteration 34Q: 3 clusters Score -174455.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -174459.531250 Penalty: 763.452454
	Iteration 35Q: 3 clusters Score -174459.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -174461.984375 Penalty: 763.452454
	Iteration 36Q: 3 clusters Score -174462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -174463.656250 Penalty: 763.452454
	Iteration 37Q: 3 clusters Score -174463.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -174464.437500 Penalty: 763.452454
	Iteration 38Q: 3 clusters Score -174464.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -174464.750000 Penalty: 763.452454
	Iteration 39Q: 3 clusters Score -174464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -174464.921875 Penalty: 763.452454
	Iteration 40F: 3 clusters Score -174464.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -174465.703125 Penalty: 763.452454
	Iteration 41Q: 3 clusters Score -174465.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -174465.703125 Penalty: 763.452454
	Iteration 42Q: 3 clusters Score -174465.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -174465.625000 Penalty: 763.452454
	Iteration 43Q: 3 clusters Score -174465.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -174465.625000 Penalty: 763.452454
	Iteration 44F: 3 clusters Score -174465.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Entering Unmasked Estep 
Score: -136293.625000 Penalty: 371.134277
	Iteration 0F: 2 clusters Score -136293.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -133887.890625 Penalty: 742.268555
	Iteration 0F: 3 clusters Score -133887.9 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -134780.656250 Penalty: 742.268555
	Iteration 1F: 3 clusters Score -134780.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -134874.796875 Penalty: 742.268555
	Iteration 2F: 3 clusters Score -134874.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -134952.687500 Penalty: 742.268555
	Iteration 3F: 3 clusters Score -134952.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -135028.515625 Penalty: 742.268555
	Iteration 4Q: 3 clusters Score -135028.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -135123.578125 Penalty: 742.268555
	Iteration 5Q: 3 clusters Score -135123.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -135205.140625 Penalty: 742.268555
	Iteration 6Q: 3 clusters Score -135205.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -135287.078125 Penalty: 742.268555
	Iteration 7Q: 3 clusters Score -135287.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -135382.171875 Penalty: 742.268555
	Iteration 8Q: 3 clusters Score -135382.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -135490.765625 Penalty: 742.268555
	Iteration 9Q: 3 clusters Score -135490.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -135597.484375 Penalty: 742.268555
	Iteration 10Q: 3 clusters Score -135597.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -135673.031250 Penalty: 742.268555
	Iteration 11Q: 3 clusters Score -135673 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -135714.421875 Penalty: 742.268555
	Iteration 12Q: 3 clusters Score -135714.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -135744.328125 Penalty: 742.268555
	Iteration 13Q: 3 clusters Score -135744.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -135766.625000 Penalty: 742.268555
	Iteration 14Q: 3 clusters Score -135766.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -135786.546875 Penalty: 742.268555
	Iteration 15Q: 3 clusters Score -135786.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -135802.796875 Penalty: 742.268555
	Iteration 16Q: 3 clusters Score -135802.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -135818.875000 Penalty: 742.268555
	Iteration 17Q: 3 clusters Score -135818.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -135827.781250 Penalty: 742.268555
	Iteration 18Q: 3 clusters Score -135827.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -135834.656250 Penalty: 742.268555
	Iteration 19Q: 3 clusters Score -135834.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -135839.734375 Penalty: 742.268555
	Iteration 20F: 3 clusters Score -135839.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -135842.750000 Penalty: 742.268555
	Iteration 21Q: 3 clusters Score -135842.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -135847.015625 Penalty: 742.268555
	Iteration 22Q: 3 clusters Score -135847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -135852.781250 Penalty: 742.268555
	Iteration 23Q: 3 clusters Score -135852.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -135860.406250 Penalty: 742.268555
	Iteration 24Q: 3 clusters Score -135860.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -135864.515625 Penalty: 742.268555
	Iteration 25Q: 3 clusters Score -135864.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -135867.093750 Penalty: 742.268555
	Iteration 26Q: 3 clusters Score -135867.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -135869.109375 Penalty: 742.268555
	Iteration 27Q: 3 clusters Score -135869.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -135872.593750 Penalty: 742.268555
	Iteration 28Q: 3 clusters Score -135872.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -135876.859375 Penalty: 742.268555
	Iteration 29Q: 3 clusters Score -135876.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -135881.656250 Penalty: 742.268555
	Iteration 30Q: 3 clusters Score -135881.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -135889.390625 Penalty: 742.268555
	Iteration 31Q: 3 clusters Score -135889.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -135897.437500 Penalty: 742.268555
	Iteration 32Q: 3 clusters Score -135897.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -135906.390625 Penalty: 742.268555
	Iteration 33Q: 3 clusters Score -135906.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -135914.015625 Penalty: 742.268555
	Iteration 34Q: 3 clusters Score -135914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -135921.078125 Penalty: 742.268555
	Iteration 35Q: 3 clusters Score -135921.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -135929.031250 Penalty: 742.268555
	Iteration 36Q: 3 clusters Score -135929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -135935.375000 Penalty: 742.268555
	Iteration 37Q: 3 clusters Score -135935.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -135939.687500 Penalty: 742.268555
	Iteration 38Q: 3 clusters Score -135939.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -135943.640625 Penalty: 742.268555
	Iteration 39Q: 3 clusters Score -135943.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -135951.171875 Penalty: 742.268555
	Iteration 40F: 3 clusters Score -135951.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -135957.968750 Penalty: 742.268555
	Iteration 41Q: 3 clusters Score -135958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -135963.218750 Penalty: 742.268555
	Iteration 42Q: 3 clusters Score -135963.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -135971.062500 Penalty: 742.268555
	Iteration 43Q: 3 clusters Score -135971.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -135984.281250 Penalty: 742.268555
	Iteration 44Q: 3 clusters Score -135984.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -135991.281250 Penalty: 742.268555
	Iteration 45Q: 3 clusters Score -135991.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -136001.875000 Penalty: 742.268555
	Iteration 46Q: 3 clusters Score -136001.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -136008.328125 Penalty: 742.268555
	Iteration 47Q: 3 clusters Score -136008.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -136010.281250 Penalty: 742.268555
	Iteration 48Q: 3 clusters Score -136010.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -136012.781250 Penalty: 742.268555
	Iteration 49Q: 3 clusters Score -136012.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -136014.796875 Penalty: 742.268555
	Iteration 50Q: 3 clusters Score -136014.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -136018.468750 Penalty: 742.268555
	Iteration 51Q: 3 clusters Score -136018.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -136020.031250 Penalty: 742.268555
	Iteration 52Q: 3 clusters Score -136020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -136022.468750 Penalty: 742.268555
	Iteration 53Q: 3 clusters Score -136022.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -136025.890625 Penalty: 742.268555
	Iteration 54Q: 3 clusters Score -136025.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -136027.062500 Penalty: 742.268555
	Iteration 55Q: 3 clusters Score -136027.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -136032.687500 Penalty: 742.268555
	Iteration 56Q: 3 clusters Score -136032.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -136036.015625 Penalty: 742.268555
	Iteration 57Q: 3 clusters Score -136036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -136038.187500 Penalty: 742.268555
	Iteration 58Q: 3 clusters Score -136038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -136038.218750 Penalty: 742.268555
	Iteration 59Q: 3 clusters Score -136038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -136038.562500 Penalty: 742.268555
	Iteration 60F: 3 clusters Score -136038.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Entering Unmasked Estep 
Score: -243657.640625 Penalty: 395.186432
	Iteration 0F: 2 clusters Score -243657.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -239681.968750 Penalty: 790.372864
	Iteration 0F: 3 clusters Score -239682 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -241184.953125 Penalty: 790.372864
	Iteration 1F: 3 clusters Score -241185 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -241366.781250 Penalty: 790.372864
	Iteration 2F: 3 clusters Score -241366.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -241570.093750 Penalty: 790.372864
	Iteration 3F: 3 clusters Score -241570.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -241764.000000 Penalty: 790.372864
	Iteration 4F: 3 clusters Score -241764 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -241969.296875 Penalty: 790.372864
	Iteration 5F: 3 clusters Score -241969.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -242162.484375 Penalty: 790.372864
	Iteration 6Q: 3 clusters Score -242162.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -242329.921875 Penalty: 790.372864
	Iteration 7Q: 3 clusters Score -242329.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -242467.625000 Penalty: 790.372864
	Iteration 8Q: 3 clusters Score -242467.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -242551.515625 Penalty: 790.372864
	Iteration 9Q: 3 clusters Score -242551.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -242587.593750 Penalty: 790.372864
	Iteration 10Q: 3 clusters Score -242587.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -242604.812500 Penalty: 790.372864
	Iteration 11Q: 3 clusters Score -242604.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -242618.062500 Penalty: 790.372864
	Iteration 12Q: 3 clusters Score -242618.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -242627.015625 Penalty: 790.372864
	Iteration 13Q: 3 clusters Score -242627 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -242633.671875 Penalty: 790.372864
	Iteration 14Q: 3 clusters Score -242633.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -242640.031250 Penalty: 790.372864
	Iteration 15Q: 3 clusters Score -242640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -242641.531250 Penalty: 790.372864
	Iteration 16Q: 3 clusters Score -242641.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -242643.609375 Penalty: 790.372864
	Iteration 17Q: 3 clusters Score -242643.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -242646.890625 Penalty: 790.372864
	Iteration 18Q: 3 clusters Score -242646.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -242649.953125 Penalty: 790.372864
	Iteration 19Q: 3 clusters Score -242650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -242651.406250 Penalty: 790.372864
	Iteration 20F: 3 clusters Score -242651.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -242654.218750 Penalty: 790.372864
	Iteration 21Q: 3 clusters Score -242654.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -242657.109375 Penalty: 790.372864
	Iteration 22Q: 3 clusters Score -242657.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -242661.453125 Penalty: 790.372864
	Iteration 23Q: 3 clusters Score -242661.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -242665.390625 Penalty: 790.372864
	Iteration 24Q: 3 clusters Score -242665.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -242669.046875 Penalty: 790.372864
	Iteration 25Q: 3 clusters Score -242669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -242673.359375 Penalty: 790.372864
	Iteration 26Q: 3 clusters Score -242673.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -242675.046875 Penalty: 790.372864
	Iteration 27Q: 3 clusters Score -242675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -242677.312500 Penalty: 790.372864
	Iteration 28Q: 3 clusters Score -242677.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -242679.734375 Penalty: 790.372864
	Iteration 29Q: 3 clusters Score -242679.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -242681.671875 Penalty: 790.372864
	Iteration 30Q: 3 clusters Score -242681.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -242684.421875 Penalty: 790.372864
	Iteration 31Q: 3 clusters Score -242684.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -242687.406250 Penalty: 790.372864
	Iteration 32Q: 3 clusters Score -242687.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -242690.359375 Penalty: 790.372864
	Iteration 33Q: 3 clusters Score -242690.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -242694.125000 Penalty: 790.372864
	Iteration 34Q: 3 clusters Score -242694.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -242699.093750 Penalty: 790.372864
	Iteration 35Q: 3 clusters Score -242699.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -242703.890625 Penalty: 790.372864
	Iteration 36Q: 3 clusters Score -242703.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -242708.281250 Penalty: 790.372864
	Iteration 37Q: 3 clusters Score -242708.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -242710.218750 Penalty: 790.372864
	Iteration 38Q: 3 clusters Score -242710.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -242713.515625 Penalty: 790.372864
	Iteration 39Q: 3 clusters Score -242713.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -242716.390625 Penalty: 790.372864
	Iteration 40F: 3 clusters Score -242716.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -242719.000000 Penalty: 790.372864
	Iteration 41Q: 3 clusters Score -242719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -242723.687500 Penalty: 790.372864
	Iteration 42Q: 3 clusters Score -242723.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -242730.765625 Penalty: 790.372864
	Iteration 43Q: 3 clusters Score -242730.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -242736.015625 Penalty: 790.372864
	Iteration 44Q: 3 clusters Score -242736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -242740.484375 Penalty: 790.372864
	Iteration 45Q: 3 clusters Score -242740.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -242746.390625 Penalty: 790.372864
	Iteration 46Q: 3 clusters Score -242746.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -242754.375000 Penalty: 790.372864
	Iteration 47Q: 3 clusters Score -242754.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -242760.875000 Penalty: 790.372864
	Iteration 48Q: 3 clusters Score -242760.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -242767.718750 Penalty: 790.372864
	Iteration 49Q: 3 clusters Score -242767.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -242777.328125 Penalty: 790.372864
	Iteration 50Q: 3 clusters Score -242777.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -242787.796875 Penalty: 790.372864
	Iteration 51Q: 3 clusters Score -242787.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -242795.953125 Penalty: 790.372864
	Iteration 52Q: 3 clusters Score -242796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -242804.234375 Penalty: 790.372864
	Iteration 53Q: 3 clusters Score -242804.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -242814.531250 Penalty: 790.372864
	Iteration 54Q: 3 clusters Score -242814.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -242820.781250 Penalty: 790.372864
	Iteration 55Q: 3 clusters Score -242820.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -242826.906250 Penalty: 790.372864
	Iteration 56Q: 3 clusters Score -242826.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -242832.359375 Penalty: 790.372864
	Iteration 57Q: 3 clusters Score -242832.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -242841.781250 Penalty: 790.372864
	Iteration 58Q: 3 clusters Score -242841.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -242854.968750 Penalty: 790.372864
	Iteration 59Q: 3 clusters Score -242855 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -242874.687500 Penalty: 790.372864
	Iteration 60F: 3 clusters Score -242874.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -242889.218750 Penalty: 790.372864
	Iteration 61Q: 3 clusters Score -242889.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -242906.703125 Penalty: 790.372864
	Iteration 62Q: 3 clusters Score -242906.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -242920.265625 Penalty: 790.372864
	Iteration 63Q: 3 clusters Score -242920.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -242933.296875 Penalty: 790.372864
	Iteration 64Q: 3 clusters Score -242933.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -242951.640625 Penalty: 790.372864
	Iteration 65Q: 3 clusters Score -242951.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -242963.171875 Penalty: 790.372864
	Iteration 66Q: 3 clusters Score -242963.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -242973.781250 Penalty: 790.372864
	Iteration 67Q: 3 clusters Score -242973.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -242983.031250 Penalty: 790.372864
	Iteration 68Q: 3 clusters Score -242983 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -242995.656250 Penalty: 790.372864
	Iteration 69Q: 3 clusters Score -242995.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -243007.250000 Penalty: 790.372864
	Iteration 70Q: 3 clusters Score -243007.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -243020.781250 Penalty: 790.372864
	Iteration 71Q: 3 clusters Score -243020.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -243036.671875 Penalty: 790.372864
	Iteration 72Q: 3 clusters Score -243036.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -243050.781250 Penalty: 790.372864
	Iteration 73Q: 3 clusters Score -243050.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -243072.234375 Penalty: 790.372864
	Iteration 74Q: 3 clusters Score -243072.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -243095.640625 Penalty: 790.372864
	Iteration 75Q: 3 clusters Score -243095.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -243108.953125 Penalty: 790.372864
	Iteration 76Q: 3 clusters Score -243109 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -243119.421875 Penalty: 790.372864
	Iteration 77Q: 3 clusters Score -243119.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -243129.640625 Penalty: 790.372864
	Iteration 78Q: 3 clusters Score -243129.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -243134.687500 Penalty: 790.372864
	Iteration 79Q: 3 clusters Score -243134.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -243142.265625 Penalty: 790.372864
	Iteration 80F: 3 clusters Score -243142.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -243149.171875 Penalty: 790.372864
	Iteration 81Q: 3 clusters Score -243149.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -243154.250000 Penalty: 790.372864
	Iteration 82Q: 3 clusters Score -243154.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -243158.359375 Penalty: 790.372864
	Iteration 83Q: 3 clusters Score -243158.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -243162.187500 Penalty: 790.372864
	Iteration 84Q: 3 clusters Score -243162.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -243167.468750 Penalty: 790.372864
	Iteration 85Q: 3 clusters Score -243167.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -243172.890625 Penalty: 790.372864
	Iteration 86Q: 3 clusters Score -243172.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -243177.078125 Penalty: 790.372864
	Iteration 87Q: 3 clusters Score -243177.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -243179.968750 Penalty: 790.372864
	Iteration 88Q: 3 clusters Score -243180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -243182.328125 Penalty: 790.372864
	Iteration 89Q: 3 clusters Score -243182.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -243184.046875 Penalty: 790.372864
	Iteration 90Q: 3 clusters Score -243184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -243187.890625 Penalty: 790.372864
	Iteration 91Q: 3 clusters Score -243187.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -243193.500000 Penalty: 790.372864
	Iteration 92Q: 3 clusters Score -243193.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -243203.734375 Penalty: 790.372864
	Iteration 93Q: 3 clusters Score -243203.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -243220.875000 Penalty: 790.372864
	Iteration 94Q: 3 clusters Score -243220.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -243236.687500 Penalty: 790.372864
	Iteration 95Q: 3 clusters Score -243236.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -243248.171875 Penalty: 790.372864
	Iteration 96Q: 3 clusters Score -243248.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -243255.375000 Penalty: 790.372864
	Iteration 97Q: 3 clusters Score -243255.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -243262.062500 Penalty: 790.372864
	Iteration 98Q: 3 clusters Score -243262.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -243267.656250 Penalty: 790.372864
	Iteration 99Q: 3 clusters Score -243267.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -243273.468750 Penalty: 790.372864
	Iteration 100F: 3 clusters Score -243273.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -243275.796875 Penalty: 790.372864
	Iteration 101Q: 3 clusters Score -243275.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -243280.281250 Penalty: 790.372864
	Iteration 102Q: 3 clusters Score -243280.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -243282.406250 Penalty: 790.372864
	Iteration 103Q: 3 clusters Score -243282.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -243284.734375 Penalty: 790.372864
	Iteration 104Q: 3 clusters Score -243284.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -243287.312500 Penalty: 790.372864
	Iteration 105Q: 3 clusters Score -243287.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -243288.921875 Penalty: 790.372864
	Iteration 106Q: 3 clusters Score -243288.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -243289.484375 Penalty: 790.372864
	Iteration 107Q: 3 clusters Score -243289.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -243289.484375 Penalty: 790.372864
	Iteration 108F: 3 clusters Score -243289.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Entering Unmasked Estep 
Score: -248705.093750 Penalty: 397.982849
	Iteration 0F: 2 clusters Score -248705.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -244538.000000 Penalty: 795.965698
	Iteration 0F: 3 clusters Score -244538 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -246254.843750 Penalty: 795.965698
	Iteration 1F: 3 clusters Score -246254.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -246546.453125 Penalty: 795.965698
	Iteration 2F: 3 clusters Score -246546.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -246853.984375 Penalty: 795.965698
	Iteration 3F: 3 clusters Score -246854 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -247142.875000 Penalty: 795.965698
	Iteration 4F: 3 clusters Score -247142.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -247445.531250 Penalty: 795.965698
	Iteration 5F: 3 clusters Score -247445.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -247670.343750 Penalty: 795.965698
	Iteration 6F: 3 clusters Score -247670.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -247785.453125 Penalty: 795.965698
	Iteration 7Q: 3 clusters Score -247785.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -247847.343750 Penalty: 795.965698
	Iteration 8Q: 3 clusters Score -247847.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -247884.953125 Penalty: 795.965698
	Iteration 9Q: 3 clusters Score -247885 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -247913.421875 Penalty: 795.965698
	Iteration 10Q: 3 clusters Score -247913.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -247933.390625 Penalty: 795.965698
	Iteration 11Q: 3 clusters Score -247933.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -247950.703125 Penalty: 795.965698
	Iteration 12Q: 3 clusters Score -247950.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -247966.406250 Penalty: 795.965698
	Iteration 13Q: 3 clusters Score -247966.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -247985.140625 Penalty: 795.965698
	Iteration 14Q: 3 clusters Score -247985.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -248004.250000 Penalty: 795.965698
	Iteration 15Q: 3 clusters Score -248004.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -248030.312500 Penalty: 795.965698
	Iteration 16Q: 3 clusters Score -248030.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -248061.671875 Penalty: 795.965698
	Iteration 17Q: 3 clusters Score -248061.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -248089.203125 Penalty: 795.965698
	Iteration 18Q: 3 clusters Score -248089.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -248120.609375 Penalty: 795.965698
	Iteration 19Q: 3 clusters Score -248120.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -248147.375000 Penalty: 795.965698
	Iteration 20F: 3 clusters Score -248147.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -248170.390625 Penalty: 795.965698
	Iteration 21Q: 3 clusters Score -248170.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -248196.687500 Penalty: 795.965698
	Iteration 22Q: 3 clusters Score -248196.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -248224.968750 Penalty: 795.965698
	Iteration 23Q: 3 clusters Score -248225 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -248250.968750 Penalty: 795.965698
	Iteration 24Q: 3 clusters Score -248251 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -248270.734375 Penalty: 795.965698
	Iteration 25Q: 3 clusters Score -248270.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -248290.078125 Penalty: 795.965698
	Iteration 26Q: 3 clusters Score -248290.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -248311.453125 Penalty: 795.965698
	Iteration 27Q: 3 clusters Score -248311.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -248343.171875 Penalty: 795.965698
	Iteration 28Q: 3 clusters Score -248343.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -248366.390625 Penalty: 795.965698
	Iteration 29Q: 3 clusters Score -248366.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -248387.031250 Penalty: 795.965698
	Iteration 30Q: 3 clusters Score -248387 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -248403.531250 Penalty: 795.965698
	Iteration 31Q: 3 clusters Score -248403.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -248424.890625 Penalty: 795.965698
	Iteration 32Q: 3 clusters Score -248424.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -248444.421875 Penalty: 795.965698
	Iteration 33Q: 3 clusters Score -248444.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -248468.406250 Penalty: 795.965698
	Iteration 34Q: 3 clusters Score -248468.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -248497.203125 Penalty: 795.965698
	Iteration 35Q: 3 clusters Score -248497.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -248520.578125 Penalty: 795.965698
	Iteration 36Q: 3 clusters Score -248520.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -248535.578125 Penalty: 795.965698
	Iteration 37Q: 3 clusters Score -248535.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -248551.703125 Penalty: 795.965698
	Iteration 38Q: 3 clusters Score -248551.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -248559.875000 Penalty: 795.965698
	Iteration 39Q: 3 clusters Score -248559.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -248569.421875 Penalty: 795.965698
	Iteration 40F: 3 clusters Score -248569.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -248575.156250 Penalty: 795.965698
	Iteration 41Q: 3 clusters Score -248575.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -248578.703125 Penalty: 795.965698
	Iteration 42Q: 3 clusters Score -248578.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -248580.640625 Penalty: 795.965698
	Iteration 43Q: 3 clusters Score -248580.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -248580.921875 Penalty: 795.965698
	Iteration 44Q: 3 clusters Score -248580.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -248581.421875 Penalty: 795.965698
	Iteration 45Q: 3 clusters Score -248581.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -248581.921875 Penalty: 795.965698
	Iteration 46Q: 3 clusters Score -248581.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -248583.562500 Penalty: 795.965698
	Iteration 47Q: 3 clusters Score -248583.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -248585.718750 Penalty: 795.965698
	Iteration 48Q: 3 clusters Score -248585.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -248587.203125 Penalty: 795.965698
	Iteration 49Q: 3 clusters Score -248587.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -248588.859375 Penalty: 795.965698
	Iteration 50Q: 3 clusters Score -248588.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -248589.703125 Penalty: 795.965698
	Iteration 51Q: 3 clusters Score -248589.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -248591.765625 Penalty: 795.965698
	Iteration 52Q: 3 clusters Score -248591.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -248593.312500 Penalty: 795.965698
	Iteration 53Q: 3 clusters Score -248593.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -248594.828125 Penalty: 795.965698
	Iteration 54Q: 3 clusters Score -248594.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -248596.078125 Penalty: 795.965698
	Iteration 55Q: 3 clusters Score -248596.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -248597.500000 Penalty: 795.965698
	Iteration 56Q: 3 clusters Score -248597.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -248598.140625 Penalty: 795.965698
	Iteration 57Q: 3 clusters Score -248598.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -248598.312500 Penalty: 795.965698
	Iteration 58Q: 3 clusters Score -248598.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -248598.531250 Penalty: 795.965698
	Iteration 59Q: 3 clusters Score -248598.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -248598.531250 Penalty: 795.965698
	Iteration 60F: 3 clusters Score -248598.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Entering Unmasked Estep 
Score: -1083912.500000 Penalty: 463.460999
	Iteration 0F: 2 clusters Score -1083912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1066262.875000 Penalty: 926.921997
	Iteration 0F: 3 clusters Score -1066263 nChanged 12726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1074502.750000 Penalty: 926.921997
	Iteration 1F: 3 clusters Score -1074503 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1075951.750000 Penalty: 926.921997
	Iteration 2F: 3 clusters Score -1075952 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1078065.750000 Penalty: 926.921997
	Iteration 3F: 3 clusters Score -1078066 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1080332.500000 Penalty: 926.921997
	Iteration 4F: 3 clusters Score -1080332 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1082176.000000 Penalty: 926.921997
	Iteration 5F: 3 clusters Score -1082176 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1083081.750000 Penalty: 926.921997
	Iteration 6Q: 3 clusters Score -1083082 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1083384.625000 Penalty: 926.921997
	Iteration 7Q: 3 clusters Score -1083385 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -1083465.375000 Penalty: 926.921997
	Iteration 8Q: 3 clusters Score -1083465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1083487.875000 Penalty: 926.921997
	Iteration 9Q: 3 clusters Score -1083488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1083497.500000 Penalty: 926.921997
	Iteration 10Q: 3 clusters Score -1083498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1083500.750000 Penalty: 926.921997
	Iteration 11Q: 3 clusters Score -1083501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1083501.375000 Penalty: 926.921997
	Iteration 12Q: 3 clusters Score -1083501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -1083506.250000 Penalty: 926.921997
	Iteration 13Q: 3 clusters Score -1083506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1083517.000000 Penalty: 926.921997
	Iteration 14Q: 3 clusters Score -1083517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1083518.500000 Penalty: 926.921997
	Iteration 15Q: 3 clusters Score -1083518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1083518.500000 Penalty: 926.921997
	Iteration 16F: 3 clusters Score -1083518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -85614.632812 Penalty: 347.163910
	Iteration 0F: 2 clusters Score -85614.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -84119.757812 Penalty: 694.327820
	Iteration 0F: 3 clusters Score -84119.76 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -84600.546875 Penalty: 694.327820
	Iteration 1F: 3 clusters Score -84600.55 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -84680.164062 Penalty: 694.327820
	Iteration 2F: 3 clusters Score -84680.16 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -84767.242188 Penalty: 694.327820
	Iteration 3F: 3 clusters Score -84767.24 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -84868.210938 Penalty: 694.327820
	Iteration 4F: 3 clusters Score -84868.21 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -84967.203125 Penalty: 694.327820
	Iteration 5F: 3 clusters Score -84967.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -85075.679688 Penalty: 694.327820
	Iteration 6F: 3 clusters Score -85075.68 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -85172.453125 Penalty: 694.327820
	Iteration 7F: 3 clusters Score -85172.45 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -85240.945312 Penalty: 694.327820
	Iteration 8Q: 3 clusters Score -85240.95 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -85291.140625 Penalty: 694.327820
	Iteration 9Q: 3 clusters Score -85291.14 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -85330.554688 Penalty: 694.327820
	Iteration 10Q: 3 clusters Score -85330.55 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -85366.226562 Penalty: 694.327820
	Iteration 11Q: 3 clusters Score -85366.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -85400.109375 Penalty: 694.327820
	Iteration 12Q: 3 clusters Score -85400.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -85421.492188 Penalty: 694.327820
	Iteration 13Q: 3 clusters Score -85421.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -85435.210938 Penalty: 694.327820
	Iteration 14Q: 3 clusters Score -85435.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -85447.000000 Penalty: 694.327820
	Iteration 15Q: 3 clusters Score -85447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -85455.828125 Penalty: 694.327820
	Iteration 16Q: 3 clusters Score -85455.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -85463.054688 Penalty: 694.327820
	Iteration 17Q: 3 clusters Score -85463.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -85470.312500 Penalty: 694.327820
	Iteration 18Q: 3 clusters Score -85470.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -85479.859375 Penalty: 694.327820
	Iteration 19Q: 3 clusters Score -85479.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -85488.703125 Penalty: 694.327820
	Iteration 20F: 3 clusters Score -85488.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -85493.906250 Penalty: 694.327820
	Iteration 21Q: 3 clusters Score -85493.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -85499.812500 Penalty: 694.327820
	Iteration 22Q: 3 clusters Score -85499.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -85505.179688 Penalty: 694.327820
	Iteration 23Q: 3 clusters Score -85505.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -85509.703125 Penalty: 694.327820
	Iteration 24Q: 3 clusters Score -85509.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -85510.945312 Penalty: 694.327820
	Iteration 25Q: 3 clusters Score -85510.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -85511.710938 Penalty: 694.327820
	Iteration 26Q: 3 clusters Score -85511.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -85512.039062 Penalty: 694.327820
	Iteration 27Q: 3 clusters Score -85512.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -85512.039062 Penalty: 694.327820
	Iteration 28F: 3 clusters Score -85512.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Entering Unmasked Estep 
Score: -286777.875000 Penalty: 404.819672
	Iteration 0F: 2 clusters Score -286777.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -281920.125000 Penalty: 809.639343
	Iteration 0F: 3 clusters Score -281920.1 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -284151.968750 Penalty: 809.639343
	Iteration 1F: 3 clusters Score -284152 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -284583.000000 Penalty: 809.639343
	Iteration 2F: 3 clusters Score -284583 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -284970.750000 Penalty: 809.639343
	Iteration 3F: 3 clusters Score -284970.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -285287.843750 Penalty: 809.639343
	Iteration 4F: 3 clusters Score -285287.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -285550.906250 Penalty: 809.639343
	Iteration 5F: 3 clusters Score -285550.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -285788.375000 Penalty: 809.639343
	Iteration 6Q: 3 clusters Score -285788.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -285955.718750 Penalty: 809.639343
	Iteration 7Q: 3 clusters Score -285955.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -286042.750000 Penalty: 809.639343
	Iteration 8Q: 3 clusters Score -286042.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -286070.500000 Penalty: 809.639343
	Iteration 9Q: 3 clusters Score -286070.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -286083.812500 Penalty: 809.639343
	Iteration 10Q: 3 clusters Score -286083.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -286092.437500 Penalty: 809.639343
	Iteration 11Q: 3 clusters Score -286092.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -286100.250000 Penalty: 809.639343
	Iteration 12Q: 3 clusters Score -286100.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -286105.468750 Penalty: 809.639343
	Iteration 13Q: 3 clusters Score -286105.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -286113.312500 Penalty: 809.639343
	Iteration 14Q: 3 clusters Score -286113.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -286122.281250 Penalty: 809.639343
	Iteration 15Q: 3 clusters Score -286122.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -286132.218750 Penalty: 809.639343
	Iteration 16Q: 3 clusters Score -286132.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -286139.281250 Penalty: 809.639343
	Iteration 17Q: 3 clusters Score -286139.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -286146.375000 Penalty: 809.639343
	Iteration 18Q: 3 clusters Score -286146.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -286151.125000 Penalty: 809.639343
	Iteration 19Q: 3 clusters Score -286151.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -286153.562500 Penalty: 809.639343
	Iteration 20F: 3 clusters Score -286153.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -286156.562500 Penalty: 809.639343
	Iteration 21Q: 3 clusters Score -286156.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -286161.031250 Penalty: 809.639343
	Iteration 22Q: 3 clusters Score -286161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -286165.343750 Penalty: 809.639343
	Iteration 23Q: 3 clusters Score -286165.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -286169.218750 Penalty: 809.639343
	Iteration 24Q: 3 clusters Score -286169.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -286174.656250 Penalty: 809.639343
	Iteration 25Q: 3 clusters Score -286174.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -286180.093750 Penalty: 809.639343
	Iteration 26Q: 3 clusters Score -286180.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -286187.468750 Penalty: 809.639343
	Iteration 27Q: 3 clusters Score -286187.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -286193.062500 Penalty: 809.639343
	Iteration 28Q: 3 clusters Score -286193.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -286196.593750 Penalty: 809.639343
	Iteration 29Q: 3 clusters Score -286196.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -286200.281250 Penalty: 809.639343
	Iteration 30Q: 3 clusters Score -286200.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -286205.843750 Penalty: 809.639343
	Iteration 31Q: 3 clusters Score -286205.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -286209.156250 Penalty: 809.639343
	Iteration 32Q: 3 clusters Score -286209.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -286212.343750 Penalty: 809.639343
	Iteration 33Q: 3 clusters Score -286212.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -286215.656250 Penalty: 809.639343
	Iteration 34Q: 3 clusters Score -286215.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -286219.718750 Penalty: 809.639343
	Iteration 35Q: 3 clusters Score -286219.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -286222.906250 Penalty: 809.639343
	Iteration 36Q: 3 clusters Score -286222.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -286226.656250 Penalty: 809.639343
	Iteration 37Q: 3 clusters Score -286226.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -286232.437500 Penalty: 809.639343
	Iteration 38Q: 3 clusters Score -286232.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -286239.375000 Penalty: 809.639343
	Iteration 39Q: 3 clusters Score -286239.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -286244.718750 Penalty: 809.639343
	Iteration 40F: 3 clusters Score -286244.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -286251.406250 Penalty: 809.639343
	Iteration 41Q: 3 clusters Score -286251.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -286258.718750 Penalty: 809.639343
	Iteration 42Q: 3 clusters Score -286258.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -286262.625000 Penalty: 809.639343
	Iteration 43Q: 3 clusters Score -286262.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -286266.468750 Penalty: 809.639343
	Iteration 44Q: 3 clusters Score -286266.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -286272.343750 Penalty: 809.639343
	Iteration 45Q: 3 clusters Score -286272.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -286277.531250 Penalty: 809.639343
	Iteration 46Q: 3 clusters Score -286277.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -286282.343750 Penalty: 809.639343
	Iteration 47Q: 3 clusters Score -286282.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -286287.687500 Penalty: 809.639343
	Iteration 48Q: 3 clusters Score -286287.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -286296.312500 Penalty: 809.639343
	Iteration 49Q: 3 clusters Score -286296.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -286307.218750 Penalty: 809.639343
	Iteration 50Q: 3 clusters Score -286307.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -286324.343750 Penalty: 809.639343
	Iteration 51Q: 3 clusters Score -286324.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -286336.718750 Penalty: 809.639343
	Iteration 52Q: 3 clusters Score -286336.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -286345.906250 Penalty: 809.639343
	Iteration 53Q: 3 clusters Score -286345.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -286356.093750 Penalty: 809.639343
	Iteration 54Q: 3 clusters Score -286356.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -286368.562500 Penalty: 809.639343
	Iteration 55Q: 3 clusters Score -286368.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -286376.062500 Penalty: 809.639343
	Iteration 56Q: 3 clusters Score -286376.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -286383.937500 Penalty: 809.639343
	Iteration 57Q: 3 clusters Score -286383.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -286391.687500 Penalty: 809.639343
	Iteration 58Q: 3 clusters Score -286391.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -286397.031250 Penalty: 809.639343
	Iteration 59Q: 3 clusters Score -286397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -286401.093750 Penalty: 809.639343
	Iteration 60F: 3 clusters Score -286401.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -286404.937500 Penalty: 809.639343
	Iteration 61Q: 3 clusters Score -286404.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -286410.750000 Penalty: 809.639343
	Iteration 62Q: 3 clusters Score -286410.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -286419.312500 Penalty: 809.639343
	Iteration 63Q: 3 clusters Score -286419.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -286425.312500 Penalty: 809.639343
	Iteration 64Q: 3 clusters Score -286425.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -286426.843750 Penalty: 809.639343
	Iteration 65Q: 3 clusters Score -286426.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -286429.281250 Penalty: 809.639343
	Iteration 66Q: 3 clusters Score -286429.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -286431.593750 Penalty: 809.639343
	Iteration 67Q: 3 clusters Score -286431.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -286433.906250 Penalty: 809.639343
	Iteration 68Q: 3 clusters Score -286433.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -286436.781250 Penalty: 809.639343
	Iteration 69Q: 3 clusters Score -286436.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -286438.625000 Penalty: 809.639343
	Iteration 70Q: 3 clusters Score -286438.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -286441.375000 Penalty: 809.639343
	Iteration 71Q: 3 clusters Score -286441.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -286444.437500 Penalty: 809.639343
	Iteration 72Q: 3 clusters Score -286444.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -286447.812500 Penalty: 809.639343
	Iteration 73Q: 3 clusters Score -286447.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -286448.812500 Penalty: 809.639343
	Iteration 74Q: 3 clusters Score -286448.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -286451.062500 Penalty: 809.639343
	Iteration 75Q: 3 clusters Score -286451.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -286452.562500 Penalty: 809.639343
	Iteration 76Q: 3 clusters Score -286452.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -286454.406250 Penalty: 809.639343
	Iteration 77Q: 3 clusters Score -286454.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -286456.843750 Penalty: 809.639343
	Iteration 78Q: 3 clusters Score -286456.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -286457.406250 Penalty: 809.639343
	Iteration 79Q: 3 clusters Score -286457.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -286459.062500 Penalty: 809.639343
	Iteration 80F: 3 clusters Score -286459.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -286460.000000 Penalty: 809.639343
	Iteration 81Q: 3 clusters Score -286460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -286460.218750 Penalty: 809.639343
	Iteration 82Q: 3 clusters Score -286460.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -286461.312500 Penalty: 809.639343
	Iteration 83Q: 3 clusters Score -286461.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -286461.906250 Penalty: 809.639343
	Iteration 84Q: 3 clusters Score -286461.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -286461.906250 Penalty: 809.639343
	Iteration 85F: 3 clusters Score -286461.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (301233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301233 members 
Entering Unmasked Estep 
Score: -12487922.000000 Penalty: 574.011597
	Iteration 0F: 2 clusters Score -1.248792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150618 members 
Mstep: Class 2 contains 150615 members 
Entering Unmasked Estep 
Score: -12283217.000000 Penalty: 1148.023193
	Iteration 0F: 3 clusters Score -1.228322e+07 nChanged 148161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155053 members 
Mstep: Class 2 contains 146180 members 
Entering Unmasked Estep 
Score: -12371713.000000 Penalty: 1148.023193
	Iteration 1F: 3 clusters Score -1.237171e+07 nChanged 10596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159155 members 
Mstep: Class 2 contains 142078 members 
Entering Unmasked Estep 
Score: -12374608.000000 Penalty: 1148.023193
	Iteration 2Q: 3 clusters Score -1.237461e+07 nChanged 13079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165984 members 
Mstep: Class 2 contains 135249 members 
Entering Unmasked Estep 
Score: -12379558.000000 Penalty: 1148.023193
	Iteration 3Q: 3 clusters Score -1.237956e+07 nChanged 16282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176292 members 
Mstep: Class 2 contains 124941 members 
Entering Unmasked Estep 
Score: -12386744.000000 Penalty: 1148.023193
	Iteration 4F: 3 clusters Score -1.238674e+07 nChanged 19153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189825 members 
Mstep: Class 2 contains 111408 members 
Entering Unmasked Estep 
Score: -12396505.000000 Penalty: 1148.023193
	Iteration 5F: 3 clusters Score -1.23965e+07 nChanged 20908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206445 members 
Mstep: Class 2 contains 94788 members 
Entering Unmasked Estep 
Score: -12409131.000000 Penalty: 1148.023193
	Iteration 6F: 3 clusters Score -1.240913e+07 nChanged 21442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225447 members 
Mstep: Class 2 contains 75786 members 
Entering Unmasked Estep 
Score: -12424033.000000 Penalty: 1148.023193
	Iteration 7F: 3 clusters Score -1.242403e+07 nChanged 21077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245530 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -12440701.000000 Penalty: 1148.023193
	Iteration 8F: 3 clusters Score -1.24407e+07 nChanged 18767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264153 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -12456745.000000 Penalty: 1148.023193
	Iteration 9F: 3 clusters Score -1.245674e+07 nChanged 14988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279133 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -12469633.000000 Penalty: 1148.023193
	Iteration 10Q: 3 clusters Score -1.246963e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289380 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -12478577.000000 Penalty: 1148.023193
	Iteration 11Q: 3 clusters Score -1.247858e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295485 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -12483769.000000 Penalty: 1148.023193
	Iteration 12Q: 3 clusters Score -1.248377e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298429 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -12486099.000000 Penalty: 1148.023193
	Iteration 13Q: 3 clusters Score -1.24861e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299718 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -12486905.000000 Penalty: 1148.023193
	Iteration 14Q: 3 clusters Score -1.24869e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300267 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -12487172.000000 Penalty: 1148.023193
	Iteration 15Q: 3 clusters Score -1.248717e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300495 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -12487373.000000 Penalty: 1148.023193
	Iteration 16Q: 3 clusters Score -1.248737e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300585 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -12487472.000000 Penalty: 1148.023193
	Iteration 17Q: 3 clusters Score -1.248747e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300610 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -12487572.000000 Penalty: 1148.023193
	Iteration 18Q: 3 clusters Score -1.248757e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300613 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -12487646.000000 Penalty: 1148.023193
	Iteration 19Q: 3 clusters Score -1.248765e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300593 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -12487755.000000 Penalty: 1148.023193
	Iteration 20F: 3 clusters Score -1.248776e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300563 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -12487872.000000 Penalty: 1148.023193
	Iteration 21Q: 3 clusters Score -1.248787e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300523 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -12487910.000000 Penalty: 1148.023193
	Iteration 22Q: 3 clusters Score -1.248791e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300508 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -12487923.000000 Penalty: 1148.023193
	Iteration 23Q: 3 clusters Score -1.248792e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300488 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -12487950.000000 Penalty: 1148.023193
	Iteration 24Q: 3 clusters Score -1.248795e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300470 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -12487962.000000 Penalty: 1148.023193
	Iteration 25Q: 3 clusters Score -1.248796e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300457 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12487972.000000 Penalty: 1148.023193
	Iteration 26Q: 3 clusters Score -1.248797e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300446 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -12487981.000000 Penalty: 1148.023193
	Iteration 27Q: 3 clusters Score -1.248798e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300440 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -12487992.000000 Penalty: 1148.023193
	Iteration 28Q: 3 clusters Score -1.248799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300427 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -12487984.000000 Penalty: 1148.023193
	Iteration 29Q: 3 clusters Score -1.248798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300421 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -12487983.000000 Penalty: 1148.023193
	Iteration 30Q: 3 clusters Score -1.248798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300417 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -12487994.000000 Penalty: 1148.023193
	Iteration 31Q: 3 clusters Score -1.248799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300414 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -12488001.000000 Penalty: 1148.023193
	Iteration 32Q: 3 clusters Score -1.2488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300412 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -12487998.000000 Penalty: 1148.023193
	Iteration 33Q: 3 clusters Score -1.2488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300411 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -12487997.000000 Penalty: 1148.023193
	Iteration 34Q: 3 clusters Score -1.2488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300409 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -12487997.000000 Penalty: 1148.023193
	Iteration 35Q: 3 clusters Score -1.2488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300409 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -12487999.000000 Penalty: 1148.023193
	Iteration 36Q: 3 clusters Score -1.2488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300408 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -12487999.000000 Penalty: 1148.023193
	Iteration 37Q: 3 clusters Score -1.2488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300407 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -12487998.000000 Penalty: 1148.023193
	Iteration 38Q: 3 clusters Score -1.2488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300407 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -12487998.000000 Penalty: 1148.023193
	Iteration 39F: 3 clusters Score -1.2488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159297 members 
Mstep: Class 5 contains 13124 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 5607 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5916 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26528 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 300407 members 
Mstep: Class 16 contains 60200 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 18037 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1373 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36288 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Mstep: Class 41 contains 826 members 
Entering Unmasked Estep 
Score: -28350330.000000 Penalty: 25185.738281
Splitting cluster 15 changes total score from -28350416.000000 to -28350330.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (60200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60200 members 
Entering Unmasked Estep 
Score: -2428546.500000 Penalty: 500.746948
	Iteration 0F: 2 clusters Score -2428546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -2388001.750000 Penalty: 1001.493896
	Iteration 0F: 3 clusters Score -2388002 nChanged 29247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -2408537.750000 Penalty: 1001.493896
	Iteration 1F: 3 clusters Score -2408538 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -2410737.500000 Penalty: 1001.493896
	Iteration 2F: 3 clusters Score -2410738 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -2413096.000000 Penalty: 1001.493896
	Iteration 3F: 3 clusters Score -2413096 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -2415474.500000 Penalty: 1001.493896
	Iteration 4F: 3 clusters Score -2415474 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -2418011.000000 Penalty: 1001.493896
	Iteration 5F: 3 clusters Score -2418011 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -2420659.000000 Penalty: 1001.493896
	Iteration 6F: 3 clusters Score -2420659 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -2423261.500000 Penalty: 1001.493896
	Iteration 7Q: 3 clusters Score -2423262 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -2425329.500000 Penalty: 1001.493896
	Iteration 8Q: 3 clusters Score -2425330 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -2426545.750000 Penalty: 1001.493896
	Iteration 9Q: 3 clusters Score -2426546 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -2427264.750000 Penalty: 1001.493896
	Iteration 10Q: 3 clusters Score -2427265 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -2427643.500000 Penalty: 1001.493896
	Iteration 11Q: 3 clusters Score -2427644 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -2427868.000000 Penalty: 1001.493896
	Iteration 12Q: 3 clusters Score -2427868 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -2428007.250000 Penalty: 1001.493896
	Iteration 13Q: 3 clusters Score -2428007 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 59291 members 
Entering Unmasked Estep 
Score: -2428104.000000 Penalty: 1001.493896
	Iteration 14Q: 3 clusters Score -2428104 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -2428167.750000 Penalty: 1001.493896
	Iteration 15Q: 3 clusters Score -2428168 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 59474 members 
Entering Unmasked Estep 
Score: -2428206.500000 Penalty: 1001.493896
	Iteration 16Q: 3 clusters Score -2428206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -2428229.750000 Penalty: 1001.493896
	Iteration 17Q: 3 clusters Score -2428230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 59557 members 
Entering Unmasked Estep 
Score: -2428243.000000 Penalty: 1001.493896
	Iteration 18Q: 3 clusters Score -2428243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -2428247.750000 Penalty: 1001.493896
	Iteration 19Q: 3 clusters Score -2428248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 59595 members 
Entering Unmasked Estep 
Score: -2428251.750000 Penalty: 1001.493896
	Iteration 20F: 3 clusters Score -2428252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -2428256.250000 Penalty: 1001.493896
	Iteration 21Q: 3 clusters Score -2428256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -2428258.750000 Penalty: 1001.493896
	Iteration 22Q: 3 clusters Score -2428259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 59641 members 
Entering Unmasked Estep 
Score: -2428259.500000 Penalty: 1001.493896
	Iteration 23Q: 3 clusters Score -2428260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 59652 members 
Entering Unmasked Estep 
Score: -2428260.750000 Penalty: 1001.493896
	Iteration 24Q: 3 clusters Score -2428261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -2428263.500000 Penalty: 1001.493896
	Iteration 25Q: 3 clusters Score -2428264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 59671 members 
Entering Unmasked Estep 
Score: -2428263.750000 Penalty: 1001.493896
	Iteration 26Q: 3 clusters Score -2428264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -2428267.250000 Penalty: 1001.493896
	Iteration 27Q: 3 clusters Score -2428267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -2428270.250000 Penalty: 1001.493896
	Iteration 28Q: 3 clusters Score -2428270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -2428272.500000 Penalty: 1001.493896
	Iteration 29Q: 3 clusters Score -2428272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 59694 members 
Entering Unmasked Estep 
Score: -2428274.500000 Penalty: 1001.493896
	Iteration 30Q: 3 clusters Score -2428274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
Score: -2428272.000000 Penalty: 1001.493896
	Iteration 31Q: 3 clusters Score -2428272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 59702 members 
Entering Unmasked Estep 
Score: -2428271.750000 Penalty: 1001.493896
	Iteration 32Q: 3 clusters Score -2428272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 59708 members 
Entering Unmasked Estep 
Score: -2428276.000000 Penalty: 1001.493896
	Iteration 33Q: 3 clusters Score -2428276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -2428274.750000 Penalty: 1001.493896
	Iteration 34Q: 3 clusters Score -2428275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 59724 members 
Entering Unmasked Estep 
Score: -2428280.750000 Penalty: 1001.493896
	Iteration 35Q: 3 clusters Score -2428281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 59728 members 
Entering Unmasked Estep 
Score: -2428280.000000 Penalty: 1001.493896
	Iteration 36Q: 3 clusters Score -2428280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 59730 members 
Entering Unmasked Estep 
Score: -2428281.250000 Penalty: 1001.493896
	Iteration 37Q: 3 clusters Score -2428281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -2428279.000000 Penalty: 1001.493896
	Iteration 38Q: 3 clusters Score -2428279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -2428278.750000 Penalty: 1001.493896
	Iteration 39Q: 3 clusters Score -2428279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 59740 members 
Entering Unmasked Estep 
Score: -2428279.750000 Penalty: 1001.493896
	Iteration 40F: 3 clusters Score -2428280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -16281.796875 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -16281.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15814.041016 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -15814.04 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -15935.564453 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -15935.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -15961.735352 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -15961.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15977.500977 Penalty: 563.318665
	Iteration 3Q: 3 clusters Score -15977.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -15987.699219 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -15987.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -15995.850586 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -15995.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -16004.519531 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -16004.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -16010.940430 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -16010.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -16013.886719 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -16013.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -16015.474609 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -16015.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -16017.680664 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -16017.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -16019.292969 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -16019.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -16022.004883 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -16022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -16026.374023 Penalty: 563.318665
	Iteration 13Q: 3 clusters Score -16026.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -16030.839844 Penalty: 563.318665
	Iteration 14Q: 3 clusters Score -16030.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -16034.187500 Penalty: 563.318665
	Iteration 15Q: 3 clusters Score -16034.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -16044.811523 Penalty: 563.318665
	Iteration 16Q: 3 clusters Score -16044.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -16046.166992 Penalty: 563.318665
	Iteration 17Q: 3 clusters Score -16046.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -16048.583008 Penalty: 563.318665
	Iteration 18Q: 3 clusters Score -16048.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -16049.046875 Penalty: 563.318665
	Iteration 19Q: 3 clusters Score -16049.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -16049.589844 Penalty: 563.318665
	Iteration 20F: 3 clusters Score -16049.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Entering Unmasked Estep 
Score: -20496.523438 Penalty: 294.842010
	Iteration 0F: 2 clusters Score -20496.52 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 329 members 
Entering Unmasked Estep 
Score: -19921.726562 Penalty: 589.684021
	Iteration 0F: 3 clusters Score -19921.73 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -20094.158203 Penalty: 589.684021
	Iteration 1F: 3 clusters Score -20094.16 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -20207.732422 Penalty: 589.684021
	Iteration 2F: 3 clusters Score -20207.73 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20306.929688 Penalty: 589.684021
	Iteration 3F: 3 clusters Score -20306.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20349.943359 Penalty: 589.684021
	Iteration 4F: 3 clusters Score -20349.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20367.083984 Penalty: 589.684021
	Iteration 5Q: 3 clusters Score -20367.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20377.615234 Penalty: 589.684021
	Iteration 6Q: 3 clusters Score -20377.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20385.234375 Penalty: 589.684021
	Iteration 7Q: 3 clusters Score -20385.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -20391.048828 Penalty: 589.684021
	Iteration 8Q: 3 clusters Score -20391.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20393.054688 Penalty: 589.684021
	Iteration 9Q: 3 clusters Score -20393.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20394.205078 Penalty: 589.684021
	Iteration 10Q: 3 clusters Score -20394.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -20399.226562 Penalty: 589.684021
	Iteration 11Q: 3 clusters Score -20399.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20403.527344 Penalty: 589.684021
	Iteration 12Q: 3 clusters Score -20403.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20405.685547 Penalty: 589.684021
	Iteration 13Q: 3 clusters Score -20405.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -20407.718750 Penalty: 589.684021
	Iteration 14Q: 3 clusters Score -20407.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20410.373047 Penalty: 589.684021
	Iteration 15Q: 3 clusters Score -20410.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -20411.333984 Penalty: 589.684021
	Iteration 16Q: 3 clusters Score -20411.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20411.697266 Penalty: 589.684021
	Iteration 17Q: 3 clusters Score -20411.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20411.697266 Penalty: 589.684021
	Iteration 18F: 3 clusters Score -20411.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Entering Unmasked Estep 
Score: -138193.968750 Penalty: 370.662079
	Iteration 0F: 2 clusters Score -138194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -135830.968750 Penalty: 741.324158
	Iteration 0F: 3 clusters Score -135831 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -136851.390625 Penalty: 741.324158
	Iteration 1F: 3 clusters Score -136851.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -137118.718750 Penalty: 741.324158
	Iteration 2F: 3 clusters Score -137118.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -137362.171875 Penalty: 741.324158
	Iteration 3F: 3 clusters Score -137362.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -137575.546875 Penalty: 741.324158
	Iteration 4F: 3 clusters Score -137575.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -137722.140625 Penalty: 741.324158
	Iteration 5Q: 3 clusters Score -137722.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -137820.281250 Penalty: 741.324158
	Iteration 6Q: 3 clusters Score -137820.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -137873.484375 Penalty: 741.324158
	Iteration 7Q: 3 clusters Score -137873.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -137902.218750 Penalty: 741.324158
	Iteration 8Q: 3 clusters Score -137902.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -137917.015625 Penalty: 741.324158
	Iteration 9Q: 3 clusters Score -137917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -137932.593750 Penalty: 741.324158
	Iteration 10Q: 3 clusters Score -137932.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -137942.640625 Penalty: 741.324158
	Iteration 11Q: 3 clusters Score -137942.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -137948.140625 Penalty: 741.324158
	Iteration 12Q: 3 clusters Score -137948.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -137952.250000 Penalty: 741.324158
	Iteration 13Q: 3 clusters Score -137952.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -137957.953125 Penalty: 741.324158
	Iteration 14Q: 3 clusters Score -137958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -137963.468750 Penalty: 741.324158
	Iteration 15Q: 3 clusters Score -137963.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -137966.640625 Penalty: 741.324158
	Iteration 16Q: 3 clusters Score -137966.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -137969.375000 Penalty: 741.324158
	Iteration 17Q: 3 clusters Score -137969.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -137972.671875 Penalty: 741.324158
	Iteration 18Q: 3 clusters Score -137972.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -137975.468750 Penalty: 741.324158
	Iteration 19Q: 3 clusters Score -137975.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -137977.156250 Penalty: 741.324158
	Iteration 20F: 3 clusters Score -137977.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -137978.937500 Penalty: 741.324158
	Iteration 21Q: 3 clusters Score -137978.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -137981.421875 Penalty: 741.324158
	Iteration 22Q: 3 clusters Score -137981.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -137984.875000 Penalty: 741.324158
	Iteration 23Q: 3 clusters Score -137984.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -137990.156250 Penalty: 741.324158
	Iteration 24Q: 3 clusters Score -137990.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -137995.625000 Penalty: 741.324158
	Iteration 25Q: 3 clusters Score -137995.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -137999.828125 Penalty: 741.324158
	Iteration 26Q: 3 clusters Score -137999.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -138005.125000 Penalty: 741.324158
	Iteration 27Q: 3 clusters Score -138005.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -138011.062500 Penalty: 741.324158
	Iteration 28Q: 3 clusters Score -138011.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -138015.718750 Penalty: 741.324158
	Iteration 29Q: 3 clusters Score -138015.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -138017.046875 Penalty: 741.324158
	Iteration 30Q: 3 clusters Score -138017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -138018.187500 Penalty: 741.324158
	Iteration 31Q: 3 clusters Score -138018.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -138021.234375 Penalty: 741.324158
	Iteration 32Q: 3 clusters Score -138021.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -138024.828125 Penalty: 741.324158
	Iteration 33Q: 3 clusters Score -138024.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -138027.656250 Penalty: 741.324158
	Iteration 34Q: 3 clusters Score -138027.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -138031.375000 Penalty: 741.324158
	Iteration 35Q: 3 clusters Score -138031.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -138032.796875 Penalty: 741.324158
	Iteration 36Q: 3 clusters Score -138032.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -138034.062500 Penalty: 741.324158
	Iteration 37Q: 3 clusters Score -138034.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -138034.046875 Penalty: 741.324158
	Iteration 38Q: 3 clusters Score -138034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -138034.046875 Penalty: 741.324158
	Iteration 39F: 3 clusters Score -138034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -44570.851562 Penalty: 326.100220
	Iteration 0F: 2 clusters Score -44570.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -43608.894531 Penalty: 652.200439
	Iteration 0F: 3 clusters Score -43608.89 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -43935.902344 Penalty: 652.200439
	Iteration 1F: 3 clusters Score -43935.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -44050.875000 Penalty: 652.200439
	Iteration 2F: 3 clusters Score -44050.88 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -44160.421875 Penalty: 652.200439
	Iteration 3F: 3 clusters Score -44160.42 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -44228.421875 Penalty: 652.200439
	Iteration 4F: 3 clusters Score -44228.42 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -44270.468750 Penalty: 652.200439
	Iteration 5Q: 3 clusters Score -44270.47 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -44319.816406 Penalty: 652.200439
	Iteration 6Q: 3 clusters Score -44319.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -44357.699219 Penalty: 652.200439
	Iteration 7Q: 3 clusters Score -44357.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -44387.000000 Penalty: 652.200439
	Iteration 8Q: 3 clusters Score -44387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -44415.519531 Penalty: 652.200439
	Iteration 9Q: 3 clusters Score -44415.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -44436.648438 Penalty: 652.200439
	Iteration 10Q: 3 clusters Score -44436.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -44452.328125 Penalty: 652.200439
	Iteration 11Q: 3 clusters Score -44452.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -44466.164062 Penalty: 652.200439
	Iteration 12Q: 3 clusters Score -44466.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -44476.476562 Penalty: 652.200439
	Iteration 13Q: 3 clusters Score -44476.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -44480.082031 Penalty: 652.200439
	Iteration 14Q: 3 clusters Score -44480.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -44483.226562 Penalty: 652.200439
	Iteration 15Q: 3 clusters Score -44483.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -44489.464844 Penalty: 652.200439
	Iteration 16Q: 3 clusters Score -44489.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -44493.285156 Penalty: 652.200439
	Iteration 17Q: 3 clusters Score -44493.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -44497.031250 Penalty: 652.200439
	Iteration 18Q: 3 clusters Score -44497.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -44499.527344 Penalty: 652.200439
	Iteration 19Q: 3 clusters Score -44499.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -44499.527344 Penalty: 652.200439
	Iteration 20F: 3 clusters Score -44499.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Entering Unmasked Estep 
Score: -225516.078125 Penalty: 391.736359
	Iteration 0F: 2 clusters Score -225516.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -221782.062500 Penalty: 783.472717
	Iteration 0F: 3 clusters Score -221782.1 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -223194.515625 Penalty: 783.472717
	Iteration 1F: 3 clusters Score -223194.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -223322.890625 Penalty: 783.472717
	Iteration 2F: 3 clusters Score -223322.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -223457.500000 Penalty: 783.472717
	Iteration 3Q: 3 clusters Score -223457.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -223636.281250 Penalty: 783.472717
	Iteration 4F: 3 clusters Score -223636.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -223874.015625 Penalty: 783.472717
	Iteration 5F: 3 clusters Score -223874 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -224161.406250 Penalty: 783.472717
	Iteration 6F: 3 clusters Score -224161.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -224395.031250 Penalty: 783.472717
	Iteration 7F: 3 clusters Score -224395 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -224522.234375 Penalty: 783.472717
	Iteration 8Q: 3 clusters Score -224522.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -224585.546875 Penalty: 783.472717
	Iteration 9Q: 3 clusters Score -224585.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -224623.921875 Penalty: 783.472717
	Iteration 10Q: 3 clusters Score -224623.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -224655.343750 Penalty: 783.472717
	Iteration 11Q: 3 clusters Score -224655.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -224680.859375 Penalty: 783.472717
	Iteration 12Q: 3 clusters Score -224680.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -224705.765625 Penalty: 783.472717
	Iteration 13Q: 3 clusters Score -224705.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -224733.687500 Penalty: 783.472717
	Iteration 14Q: 3 clusters Score -224733.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -224758.343750 Penalty: 783.472717
	Iteration 15Q: 3 clusters Score -224758.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -224780.296875 Penalty: 783.472717
	Iteration 16Q: 3 clusters Score -224780.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -224801.031250 Penalty: 783.472717
	Iteration 17Q: 3 clusters Score -224801 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -224822.421875 Penalty: 783.472717
	Iteration 18Q: 3 clusters Score -224822.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -224845.453125 Penalty: 783.472717
	Iteration 19Q: 3 clusters Score -224845.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -224860.437500 Penalty: 783.472717
	Iteration 20F: 3 clusters Score -224860.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -224877.453125 Penalty: 783.472717
	Iteration 21Q: 3 clusters Score -224877.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -224900.906250 Penalty: 783.472717
	Iteration 22Q: 3 clusters Score -224900.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -224934.140625 Penalty: 783.472717
	Iteration 23Q: 3 clusters Score -224934.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -224974.421875 Penalty: 783.472717
	Iteration 24Q: 3 clusters Score -224974.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -225020.281250 Penalty: 783.472717
	Iteration 25Q: 3 clusters Score -225020.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -225076.437500 Penalty: 783.472717
	Iteration 26Q: 3 clusters Score -225076.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -225148.953125 Penalty: 783.472717
	Iteration 27Q: 3 clusters Score -225149 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -225211.437500 Penalty: 783.472717
	Iteration 28Q: 3 clusters Score -225211.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -225277.734375 Penalty: 783.472717
	Iteration 29Q: 3 clusters Score -225277.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -225328.765625 Penalty: 783.472717
	Iteration 30Q: 3 clusters Score -225328.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -225362.296875 Penalty: 783.472717
	Iteration 31Q: 3 clusters Score -225362.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -225384.093750 Penalty: 783.472717
	Iteration 32Q: 3 clusters Score -225384.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -225392.734375 Penalty: 783.472717
	Iteration 33Q: 3 clusters Score -225392.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -225397.515625 Penalty: 783.472717
	Iteration 34Q: 3 clusters Score -225397.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -225401.093750 Penalty: 783.472717
	Iteration 35Q: 3 clusters Score -225401.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -225403.562500 Penalty: 783.472717
	Iteration 36Q: 3 clusters Score -225403.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -225406.750000 Penalty: 783.472717
	Iteration 37Q: 3 clusters Score -225406.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -225408.968750 Penalty: 783.472717
	Iteration 38Q: 3 clusters Score -225409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -225409.734375 Penalty: 783.472717
	Iteration 39Q: 3 clusters Score -225409.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -225411.375000 Penalty: 783.472717
	Iteration 40F: 3 clusters Score -225411.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -225412.281250 Penalty: 783.472717
	Iteration 41Q: 3 clusters Score -225412.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -225413.031250 Penalty: 783.472717
	Iteration 42Q: 3 clusters Score -225413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -225413.812500 Penalty: 783.472717
	Iteration 43Q: 3 clusters Score -225413.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -225414.281250 Penalty: 783.472717
	Iteration 44Q: 3 clusters Score -225414.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -225415.125000 Penalty: 783.472717
	Iteration 45Q: 3 clusters Score -225415.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -225415.421875 Penalty: 783.472717
	Iteration 46Q: 3 clusters Score -225415.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -225415.343750 Penalty: 783.472717
	Iteration 47Q: 3 clusters Score -225415.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -225415.703125 Penalty: 783.472717
	Iteration 48Q: 3 clusters Score -225415.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -225415.984375 Penalty: 783.472717
	Iteration 49Q: 3 clusters Score -225416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -225416.781250 Penalty: 783.472717
	Iteration 50Q: 3 clusters Score -225416.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -225417.640625 Penalty: 783.472717
	Iteration 51Q: 3 clusters Score -225417.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -225417.765625 Penalty: 783.472717
	Iteration 52Q: 3 clusters Score -225417.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -225419.500000 Penalty: 783.472717
	Iteration 53Q: 3 clusters Score -225419.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -225421.828125 Penalty: 783.472717
	Iteration 54Q: 3 clusters Score -225421.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -225424.421875 Penalty: 783.472717
	Iteration 55Q: 3 clusters Score -225424.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -225426.296875 Penalty: 783.472717
	Iteration 56Q: 3 clusters Score -225426.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -225429.062500 Penalty: 783.472717
	Iteration 57Q: 3 clusters Score -225429.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -225431.734375 Penalty: 783.472717
	Iteration 58Q: 3 clusters Score -225431.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -225433.640625 Penalty: 783.472717
	Iteration 59Q: 3 clusters Score -225433.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -225435.140625 Penalty: 783.472717
	Iteration 60F: 3 clusters Score -225435.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -225435.281250 Penalty: 783.472717
	Iteration 61Q: 3 clusters Score -225435.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -225435.187500 Penalty: 783.472717
	Iteration 62Q: 3 clusters Score -225435.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -225435.187500 Penalty: 783.472717
	Iteration 63F: 3 clusters Score -225435.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Entering Unmasked Estep 
Score: -722094.125000 Penalty: 445.908203
	Iteration 0F: 2 clusters Score -722094.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -710047.937500 Penalty: 891.816406
	Iteration 0F: 3 clusters Score -710047.9 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -714832.125000 Penalty: 891.816406
	Iteration 1F: 3 clusters Score -714832.1 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -715145.250000 Penalty: 891.816406
	Iteration 2Q: 3 clusters Score -715145.2 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -715622.875000 Penalty: 891.816406
	Iteration 3F: 3 clusters Score -715622.9 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -716264.687500 Penalty: 891.816406
	Iteration 4F: 3 clusters Score -716264.7 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -717061.562500 Penalty: 891.816406
	Iteration 5F: 3 clusters Score -717061.6 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -718062.687500 Penalty: 891.816406
	Iteration 6F: 3 clusters Score -718062.7 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -719135.437500 Penalty: 891.816406
	Iteration 7F: 3 clusters Score -719135.4 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -720217.875000 Penalty: 891.816406
	Iteration 8F: 3 clusters Score -720217.9 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -720944.250000 Penalty: 891.816406
	Iteration 9Q: 3 clusters Score -720944.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -721359.000000 Penalty: 891.816406
	Iteration 10Q: 3 clusters Score -721359 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -721566.000000 Penalty: 891.816406
	Iteration 11Q: 3 clusters Score -721566 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -721638.125000 Penalty: 891.816406
	Iteration 12Q: 3 clusters Score -721638.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -721667.000000 Penalty: 891.816406
	Iteration 13Q: 3 clusters Score -721667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -721685.312500 Penalty: 891.816406
	Iteration 14Q: 3 clusters Score -721685.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -721699.312500 Penalty: 891.816406
	Iteration 15Q: 3 clusters Score -721699.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -721711.437500 Penalty: 891.816406
	Iteration 16Q: 3 clusters Score -721711.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -721713.812500 Penalty: 891.816406
	Iteration 17Q: 3 clusters Score -721713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -721714.500000 Penalty: 891.816406
	Iteration 18Q: 3 clusters Score -721714.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -721714.500000 Penalty: 891.816406
	Iteration 19F: 3 clusters Score -721714.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -33019.234375 Penalty: 310.804779
	Iteration 0F: 2 clusters Score -33019.23 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 441 members 
Entering Unmasked Estep 
Score: -32271.166016 Penalty: 621.609558
	Iteration 0F: 3 clusters Score -32271.17 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -32496.496094 Penalty: 621.609558
	Iteration 1F: 3 clusters Score -32496.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -32530.646484 Penalty: 621.609558
	Iteration 2F: 3 clusters Score -32530.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -32558.058594 Penalty: 621.609558
	Iteration 3Q: 3 clusters Score -32558.06 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -32583.052734 Penalty: 621.609558
	Iteration 4Q: 3 clusters Score -32583.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -32605.585938 Penalty: 621.609558
	Iteration 5Q: 3 clusters Score -32605.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -32623.960938 Penalty: 621.609558
	Iteration 6Q: 3 clusters Score -32623.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -32639.509766 Penalty: 621.609558
	Iteration 7Q: 3 clusters Score -32639.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -32656.472656 Penalty: 621.609558
	Iteration 8Q: 3 clusters Score -32656.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -32678.755859 Penalty: 621.609558
	Iteration 9Q: 3 clusters Score -32678.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -32692.039062 Penalty: 621.609558
	Iteration 10Q: 3 clusters Score -32692.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -32709.857422 Penalty: 621.609558
	Iteration 11Q: 3 clusters Score -32709.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -32728.376953 Penalty: 621.609558
	Iteration 12Q: 3 clusters Score -32728.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -32736.146484 Penalty: 621.609558
	Iteration 13Q: 3 clusters Score -32736.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32743.812500 Penalty: 621.609558
	Iteration 14Q: 3 clusters Score -32743.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -32749.361328 Penalty: 621.609558
	Iteration 15Q: 3 clusters Score -32749.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32751.041016 Penalty: 621.609558
	Iteration 16Q: 3 clusters Score -32751.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32751.296875 Penalty: 621.609558
	Iteration 17Q: 3 clusters Score -32751.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32751.546875 Penalty: 621.609558
	Iteration 18Q: 3 clusters Score -32751.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32751.546875 Penalty: 621.609558
	Iteration 19F: 3 clusters Score -32751.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -73105.679688 Penalty: 345.613007
	Iteration 0F: 2 clusters Score -73105.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -71624.507812 Penalty: 691.226013
	Iteration 0F: 3 clusters Score -71624.51 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -72143.585938 Penalty: 691.226013
	Iteration 1F: 3 clusters Score -72143.59 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -72270.281250 Penalty: 691.226013
	Iteration 2F: 3 clusters Score -72270.28 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -72403.578125 Penalty: 691.226013
	Iteration 3F: 3 clusters Score -72403.58 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -72543.460938 Penalty: 691.226013
	Iteration 4F: 3 clusters Score -72543.46 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -72726.226562 Penalty: 691.226013
	Iteration 5F: 3 clusters Score -72726.23 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -72909.210938 Penalty: 691.226013
	Iteration 6F: 3 clusters Score -72909.21 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -73025.250000 Penalty: 691.226013
	Iteration 7Q: 3 clusters Score -73025.25 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -73114.929688 Penalty: 691.226013
	Iteration 8Q: 3 clusters Score -73114.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -73173.453125 Penalty: 691.226013
	Iteration 9Q: 3 clusters Score -73173.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -73216.304688 Penalty: 691.226013
	Iteration 10Q: 3 clusters Score -73216.3 nChanged 35
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: -73244.882812 Penalty: 691.226013
	Iteration 11Q: 3 clusters Score -73244.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -73263.914062 Penalty: 691.226013
	Iteration 12Q: 3 clusters Score -73263.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -73280.304688 Penalty: 691.226013
	Iteration 13Q: 3 clusters Score -73280.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -73296.335938 Penalty: 691.226013
	Iteration 14Q: 3 clusters Score -73296.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -73304.992188 Penalty: 691.226013
	Iteration 15Q: 3 clusters Score -73304.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -73309.625000 Penalty: 691.226013
	Iteration 16Q: 3 clusters Score -73309.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -73314.351562 Penalty: 691.226013
	Iteration 17Q: 3 clusters Score -73314.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -73317.968750 Penalty: 691.226013
	Iteration 18Q: 3 clusters Score -73317.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -73318.617188 Penalty: 691.226013
	Iteration 19Q: 3 clusters Score -73318.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -73319.398438 Penalty: 691.226013
	Iteration 20F: 3 clusters Score -73319.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -73319.515625 Penalty: 691.226013
	Iteration 21Q: 3 clusters Score -73319.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -73319.515625 Penalty: 691.226013
	Iteration 22F: 3 clusters Score -73319.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159297 members 
Mstep: Class 5 contains 13124 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 5607 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5916 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26528 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 301233 members 
Mstep: Class 16 contains 60200 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 18037 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1073 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1373 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36288 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Mstep: Class 41 contains 917 members 
Entering Unmasked Estep 
Score: -28350358.000000 Penalty: 25185.738281
Splitting cluster 24 changes total score from -28350416.000000 to -28350358.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -31494.044922 Penalty: 310.558441
	Iteration 0F: 2 clusters Score -31494.04 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 446 members 
Entering Unmasked Estep 
Score: -30747.109375 Penalty: 621.116882
	Iteration 0F: 3 clusters Score -30747.11 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -30984.773438 Penalty: 621.116882
	Iteration 1F: 3 clusters Score -30984.77 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -31070.134766 Penalty: 621.116882
	Iteration 2F: 3 clusters Score -31070.13 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -31133.203125 Penalty: 621.116882
	Iteration 3F: 3 clusters Score -31133.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31190.140625 Penalty: 621.116882
	Iteration 4F: 3 clusters Score -31190.14 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31233.271484 Penalty: 621.116882
	Iteration 5Q: 3 clusters Score -31233.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31267.570312 Penalty: 621.116882
	Iteration 6Q: 3 clusters Score -31267.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31313.724609 Penalty: 621.116882
	Iteration 7Q: 3 clusters Score -31313.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -31342.636719 Penalty: 621.116882
	Iteration 8Q: 3 clusters Score -31342.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -31367.806641 Penalty: 621.116882
	Iteration 9Q: 3 clusters Score -31367.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -31382.376953 Penalty: 621.116882
	Iteration 10Q: 3 clusters Score -31382.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -31385.980469 Penalty: 621.116882
	Iteration 11Q: 3 clusters Score -31385.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -31389.619141 Penalty: 621.116882
	Iteration 12Q: 3 clusters Score -31389.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -31398.859375 Penalty: 621.116882
	Iteration 13Q: 3 clusters Score -31398.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -31409.052734 Penalty: 621.116882
	Iteration 14Q: 3 clusters Score -31409.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -31410.998047 Penalty: 621.116882
	Iteration 15Q: 3 clusters Score -31411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -31414.964844 Penalty: 621.116882
	Iteration 16Q: 3 clusters Score -31414.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -31425.263672 Penalty: 621.116882
	Iteration 17Q: 3 clusters Score -31425.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -31430.468750 Penalty: 621.116882
	Iteration 18Q: 3 clusters Score -31430.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -31433.812500 Penalty: 621.116882
	Iteration 19Q: 3 clusters Score -31433.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -31440.664062 Penalty: 621.116882
	Iteration 20F: 3 clusters Score -31440.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -31443.406250 Penalty: 621.116882
	Iteration 21Q: 3 clusters Score -31443.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -31443.751953 Penalty: 621.116882
	Iteration 22Q: 3 clusters Score -31443.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -31443.751953 Penalty: 621.116882
	Iteration 23F: 3 clusters Score -31443.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Entering Unmasked Estep 
Score: -54104.699219 Penalty: 328.726288
	Iteration 0F: 2 clusters Score -54104.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -53068.593750 Penalty: 657.452576
	Iteration 0F: 3 clusters Score -53068.59 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -53365.964844 Penalty: 657.452576
	Iteration 1F: 3 clusters Score -53365.96 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -53409.925781 Penalty: 657.452576
	Iteration 2F: 3 clusters Score -53409.93 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -53451.867188 Penalty: 657.452576
	Iteration 3F: 3 clusters Score -53451.87 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -53479.023438 Penalty: 657.452576
	Iteration 4Q: 3 clusters Score -53479.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -53505.640625 Penalty: 657.452576
	Iteration 5Q: 3 clusters Score -53505.64 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -53527.312500 Penalty: 657.452576
	Iteration 6Q: 3 clusters Score -53527.31 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -53543.996094 Penalty: 657.452576
	Iteration 7Q: 3 clusters Score -53544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -53567.691406 Penalty: 657.452576
	Iteration 8Q: 3 clusters Score -53567.69 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -53590.394531 Penalty: 657.452576
	Iteration 9Q: 3 clusters Score -53590.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -53608.218750 Penalty: 657.452576
	Iteration 10Q: 3 clusters Score -53608.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -53626.429688 Penalty: 657.452576
	Iteration 11Q: 3 clusters Score -53626.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -53644.125000 Penalty: 657.452576
	Iteration 12Q: 3 clusters Score -53644.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -53662.582031 Penalty: 657.452576
	Iteration 13Q: 3 clusters Score -53662.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -53679.046875 Penalty: 657.452576
	Iteration 14Q: 3 clusters Score -53679.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -53688.609375 Penalty: 657.452576
	Iteration 15Q: 3 clusters Score -53688.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -53704.199219 Penalty: 657.452576
	Iteration 16Q: 3 clusters Score -53704.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -53709.398438 Penalty: 657.452576
	Iteration 17Q: 3 clusters Score -53709.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -53715.925781 Penalty: 657.452576
	Iteration 18Q: 3 clusters Score -53715.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -53723.144531 Penalty: 657.452576
	Iteration 19Q: 3 clusters Score -53723.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -53727.839844 Penalty: 657.452576
	Iteration 20F: 3 clusters Score -53727.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -53730.285156 Penalty: 657.452576
	Iteration 21Q: 3 clusters Score -53730.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -53735.234375 Penalty: 657.452576
	Iteration 22Q: 3 clusters Score -53735.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -53736.285156 Penalty: 657.452576
	Iteration 23Q: 3 clusters Score -53736.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -53738.050781 Penalty: 657.452576
	Iteration 24Q: 3 clusters Score -53738.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -53740.390625 Penalty: 657.452576
	Iteration 25Q: 3 clusters Score -53740.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -53742.363281 Penalty: 657.452576
	Iteration 26Q: 3 clusters Score -53742.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -53743.937500 Penalty: 657.452576
	Iteration 27Q: 3 clusters Score -53743.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -53746.632812 Penalty: 657.452576
	Iteration 28Q: 3 clusters Score -53746.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -53749.011719 Penalty: 657.452576
	Iteration 29Q: 3 clusters Score -53749.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -53750.359375 Penalty: 657.452576
	Iteration 30Q: 3 clusters Score -53750.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -53751.546875 Penalty: 657.452576
	Iteration 31Q: 3 clusters Score -53751.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -53752.800781 Penalty: 657.452576
	Iteration 32Q: 3 clusters Score -53752.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -53753.742188 Penalty: 657.452576
	Iteration 33Q: 3 clusters Score -53753.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -53754.781250 Penalty: 657.452576
	Iteration 34Q: 3 clusters Score -53754.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -53756.765625 Penalty: 657.452576
	Iteration 35Q: 3 clusters Score -53756.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -53759.542969 Penalty: 657.452576
	Iteration 36Q: 3 clusters Score -53759.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -53760.820312 Penalty: 657.452576
	Iteration 37Q: 3 clusters Score -53760.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -53762.257812 Penalty: 657.452576
	Iteration 38Q: 3 clusters Score -53762.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -53762.914062 Penalty: 657.452576
	Iteration 39Q: 3 clusters Score -53762.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -53763.781250 Penalty: 657.452576
	Iteration 40F: 3 clusters Score -53763.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -53765.730469 Penalty: 657.452576
	Iteration 41Q: 3 clusters Score -53765.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -53766.824219 Penalty: 657.452576
	Iteration 42Q: 3 clusters Score -53766.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -53768.394531 Penalty: 657.452576
	Iteration 43Q: 3 clusters Score -53768.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -53768.781250 Penalty: 657.452576
	Iteration 44Q: 3 clusters Score -53768.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -53769.089844 Penalty: 657.452576
	Iteration 45Q: 3 clusters Score -53769.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -53769.089844 Penalty: 657.452576
	Iteration 46F: 3 clusters Score -53769.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Entering Unmasked Estep 
Score: -146595.734375 Penalty: 373.918030
	Iteration 0F: 2 clusters Score -146595.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -144046.609375 Penalty: 747.836060
	Iteration 0F: 3 clusters Score -144046.6 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -145222.937500 Penalty: 747.836060
	Iteration 1F: 3 clusters Score -145222.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -145530.703125 Penalty: 747.836060
	Iteration 2F: 3 clusters Score -145530.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -145820.203125 Penalty: 747.836060
	Iteration 3F: 3 clusters Score -145820.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -146085.359375 Penalty: 747.836060
	Iteration 4F: 3 clusters Score -146085.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -146274.515625 Penalty: 747.836060
	Iteration 5F: 3 clusters Score -146274.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -146357.265625 Penalty: 747.836060
	Iteration 6Q: 3 clusters Score -146357.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -146394.875000 Penalty: 747.836060
	Iteration 7Q: 3 clusters Score -146394.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -146407.843750 Penalty: 747.836060
	Iteration 8Q: 3 clusters Score -146407.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -146414.781250 Penalty: 747.836060
	Iteration 9Q: 3 clusters Score -146414.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -146418.265625 Penalty: 747.836060
	Iteration 10Q: 3 clusters Score -146418.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -146420.375000 Penalty: 747.836060
	Iteration 11Q: 3 clusters Score -146420.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -146420.953125 Penalty: 747.836060
	Iteration 12Q: 3 clusters Score -146421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -146421.312500 Penalty: 747.836060
	Iteration 13Q: 3 clusters Score -146421.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -146422.796875 Penalty: 747.836060
	Iteration 14Q: 3 clusters Score -146422.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -146423.968750 Penalty: 747.836060
	Iteration 15Q: 3 clusters Score -146424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -146424.593750 Penalty: 747.836060
	Iteration 16Q: 3 clusters Score -146424.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -146424.593750 Penalty: 747.836060
	Iteration 17Q: 3 clusters Score -146424.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -146425.218750 Penalty: 747.836060
	Iteration 18Q: 3 clusters Score -146425.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -146425.906250 Penalty: 747.836060
	Iteration 19Q: 3 clusters Score -146425.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -146426.734375 Penalty: 747.836060
	Iteration 20F: 3 clusters Score -146426.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -146427.062500 Penalty: 747.836060
	Iteration 21Q: 3 clusters Score -146427.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -146427.609375 Penalty: 747.836060
	Iteration 22Q: 3 clusters Score -146427.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -146427.546875 Penalty: 747.836060
	Iteration 23Q: 3 clusters Score -146427.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -146427.968750 Penalty: 747.836060
	Iteration 24Q: 3 clusters Score -146428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -146428.781250 Penalty: 747.836060
	Iteration 25Q: 3 clusters Score -146428.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -146428.921875 Penalty: 747.836060
	Iteration 26Q: 3 clusters Score -146428.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -146429.375000 Penalty: 747.836060
	Iteration 27Q: 3 clusters Score -146429.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -146429.718750 Penalty: 747.836060
	Iteration 28Q: 3 clusters Score -146429.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -146430.062500 Penalty: 747.836060
	Iteration 29Q: 3 clusters Score -146430.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -146429.843750 Penalty: 747.836060
	Iteration 30Q: 3 clusters Score -146429.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -146430.250000 Penalty: 747.836060
	Iteration 31Q: 3 clusters Score -146430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -146430.203125 Penalty: 747.836060
	Iteration 32Q: 3 clusters Score -146430.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -146430.359375 Penalty: 747.836060
	Iteration 33Q: 3 clusters Score -146430.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -146430.843750 Penalty: 747.836060
	Iteration 34Q: 3 clusters Score -146430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -146431.109375 Penalty: 747.836060
	Iteration 35Q: 3 clusters Score -146431.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -146431.031250 Penalty: 747.836060
	Iteration 36Q: 3 clusters Score -146431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -146431.031250 Penalty: 747.836060
	Iteration 37F: 3 clusters Score -146431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Entering Unmasked Estep 
Score: -129173.984375 Penalty: 369.432617
	Iteration 0F: 2 clusters Score -129174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -126839.078125 Penalty: 738.865234
	Iteration 0F: 3 clusters Score -126839.1 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -127915.640625 Penalty: 738.865234
	Iteration 1F: 3 clusters Score -127915.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -128386.257812 Penalty: 738.865234
	Iteration 2F: 3 clusters Score -128386.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -128858.109375 Penalty: 738.865234
	Iteration 3F: 3 clusters Score -128858.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -129212.531250 Penalty: 738.865234
	Iteration 4F: 3 clusters Score -129212.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -129393.304688 Penalty: 738.865234
	Iteration 5Q: 3 clusters Score -129393.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -129454.609375 Penalty: 738.865234
	Iteration 6Q: 3 clusters Score -129454.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -129466.710938 Penalty: 738.865234
	Iteration 7Q: 3 clusters Score -129466.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -129471.273438 Penalty: 738.865234
	Iteration 8Q: 3 clusters Score -129471.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -129472.789062 Penalty: 738.865234
	Iteration 9Q: 3 clusters Score -129472.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -129473.679688 Penalty: 738.865234
	Iteration 10Q: 3 clusters Score -129473.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -129474.656250 Penalty: 738.865234
	Iteration 11Q: 3 clusters Score -129474.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -129475.007812 Penalty: 738.865234
	Iteration 12Q: 3 clusters Score -129475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -129475.007812 Penalty: 738.865234
	Iteration 13F: 3 clusters Score -129475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159297 members 
Mstep: Class 5 contains 13124 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 5607 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5916 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26528 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 301233 members 
Mstep: Class 16 contains 60200 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 18037 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1373 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 2381 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36288 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Mstep: Class 41 contains 978 members 
Entering Unmasked Estep 
Score: -28350476.000000 Penalty: 25185.738281
Splitting cluster 28 changes total score from -28350416.000000 to -28350476.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 29 (7173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Entering Unmasked Estep 
Score: -279615.000000 Penalty: 403.952606
	Iteration 0F: 2 clusters Score -279615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -274873.062500 Penalty: 807.905212
	Iteration 0F: 3 clusters Score -274873.1 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -276805.218750 Penalty: 807.905212
	Iteration 1F: 3 clusters Score -276805.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -277174.187500 Penalty: 807.905212
	Iteration 2F: 3 clusters Score -277174.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -277622.968750 Penalty: 807.905212
	Iteration 3F: 3 clusters Score -277623 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -278047.281250 Penalty: 807.905212
	Iteration 4F: 3 clusters Score -278047.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -278355.843750 Penalty: 807.905212
	Iteration 5F: 3 clusters Score -278355.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -278545.281250 Penalty: 807.905212
	Iteration 6Q: 3 clusters Score -278545.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -278664.968750 Penalty: 807.905212
	Iteration 7Q: 3 clusters Score -278665 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -278766.531250 Penalty: 807.905212
	Iteration 8Q: 3 clusters Score -278766.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -278844.468750 Penalty: 807.905212
	Iteration 9Q: 3 clusters Score -278844.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -278920.718750 Penalty: 807.905212
	Iteration 10Q: 3 clusters Score -278920.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -278991.875000 Penalty: 807.905212
	Iteration 11Q: 3 clusters Score -278991.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -279054.750000 Penalty: 807.905212
	Iteration 12Q: 3 clusters Score -279054.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -279101.750000 Penalty: 807.905212
	Iteration 13Q: 3 clusters Score -279101.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -279126.687500 Penalty: 807.905212
	Iteration 14Q: 3 clusters Score -279126.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -279141.500000 Penalty: 807.905212
	Iteration 15Q: 3 clusters Score -279141.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -279150.156250 Penalty: 807.905212
	Iteration 16Q: 3 clusters Score -279150.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -279157.406250 Penalty: 807.905212
	Iteration 17Q: 3 clusters Score -279157.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -279164.812500 Penalty: 807.905212
	Iteration 18Q: 3 clusters Score -279164.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -279172.281250 Penalty: 807.905212
	Iteration 19Q: 3 clusters Score -279172.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -279181.656250 Penalty: 807.905212
	Iteration 20F: 3 clusters Score -279181.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -279191.843750 Penalty: 807.905212
	Iteration 21Q: 3 clusters Score -279191.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -279201.375000 Penalty: 807.905212
	Iteration 22Q: 3 clusters Score -279201.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -279211.062500 Penalty: 807.905212
	Iteration 23Q: 3 clusters Score -279211.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -279220.937500 Penalty: 807.905212
	Iteration 24Q: 3 clusters Score -279220.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -279231.906250 Penalty: 807.905212
	Iteration 25Q: 3 clusters Score -279231.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -279243.250000 Penalty: 807.905212
	Iteration 26Q: 3 clusters Score -279243.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -279253.875000 Penalty: 807.905212
	Iteration 27Q: 3 clusters Score -279253.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -279260.250000 Penalty: 807.905212
	Iteration 28Q: 3 clusters Score -279260.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -279265.218750 Penalty: 807.905212
	Iteration 29Q: 3 clusters Score -279265.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -279269.343750 Penalty: 807.905212
	Iteration 30Q: 3 clusters Score -279269.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -279271.687500 Penalty: 807.905212
	Iteration 31Q: 3 clusters Score -279271.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -279273.875000 Penalty: 807.905212
	Iteration 32Q: 3 clusters Score -279273.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -279274.281250 Penalty: 807.905212
	Iteration 33Q: 3 clusters Score -279274.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -279277.312500 Penalty: 807.905212
	Iteration 34Q: 3 clusters Score -279277.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -279279.937500 Penalty: 807.905212
	Iteration 35Q: 3 clusters Score -279279.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -279284.906250 Penalty: 807.905212
	Iteration 36Q: 3 clusters Score -279284.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -279290.062500 Penalty: 807.905212
	Iteration 37Q: 3 clusters Score -279290.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -279296.000000 Penalty: 807.905212
	Iteration 38Q: 3 clusters Score -279296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -279301.375000 Penalty: 807.905212
	Iteration 39Q: 3 clusters Score -279301.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -279307.281250 Penalty: 807.905212
	Iteration 40F: 3 clusters Score -279307.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -279315.343750 Penalty: 807.905212
	Iteration 41Q: 3 clusters Score -279315.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -279325.500000 Penalty: 807.905212
	Iteration 42Q: 3 clusters Score -279325.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -279337.843750 Penalty: 807.905212
	Iteration 43Q: 3 clusters Score -279337.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -279350.531250 Penalty: 807.905212
	Iteration 44Q: 3 clusters Score -279350.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -279364.781250 Penalty: 807.905212
	Iteration 45Q: 3 clusters Score -279364.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -279388.093750 Penalty: 807.905212
	Iteration 46Q: 3 clusters Score -279388.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -279419.968750 Penalty: 807.905212
	Iteration 47Q: 3 clusters Score -279420 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -279462.531250 Penalty: 807.905212
	Iteration 48Q: 3 clusters Score -279462.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -279524.218750 Penalty: 807.905212
	Iteration 49Q: 3 clusters Score -279524.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -279551.343750 Penalty: 807.905212
	Iteration 50Q: 3 clusters Score -279551.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -279567.093750 Penalty: 807.905212
	Iteration 51Q: 3 clusters Score -279567.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -279573.968750 Penalty: 807.905212
	Iteration 52Q: 3 clusters Score -279574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -279576.968750 Penalty: 807.905212
	Iteration 53Q: 3 clusters Score -279577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -279578.843750 Penalty: 807.905212
	Iteration 54Q: 3 clusters Score -279578.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -279582.156250 Penalty: 807.905212
	Iteration 55Q: 3 clusters Score -279582.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -279584.781250 Penalty: 807.905212
	Iteration 56Q: 3 clusters Score -279584.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -279587.562500 Penalty: 807.905212
	Iteration 57Q: 3 clusters Score -279587.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -279587.687500 Penalty: 807.905212
	Iteration 58Q: 3 clusters Score -279587.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -279588.781250 Penalty: 807.905212
	Iteration 59Q: 3 clusters Score -279588.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -279589.468750 Penalty: 807.905212
	Iteration 60F: 3 clusters Score -279589.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -279590.218750 Penalty: 807.905212
	Iteration 61Q: 3 clusters Score -279590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -279589.281250 Penalty: 807.905212
	Iteration 62Q: 3 clusters Score -279589.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -279589.406250 Penalty: 807.905212
	Iteration 63Q: 3 clusters Score -279589.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -279589.468750 Penalty: 807.905212
	Iteration 64Q: 3 clusters Score -279589.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -279589.468750 Penalty: 807.905212
	Iteration 65F: 3 clusters Score -279589.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (36288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Entering Unmasked Estep 
Score: -1566658.625000 Penalty: 477.715546
	Iteration 0F: 2 clusters Score -1566659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -1542320.500000 Penalty: 955.431091
	Iteration 0F: 3 clusters Score -1542320 nChanged 17577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1553255.500000 Penalty: 955.431091
	Iteration 1F: 3 clusters Score -1553256 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -1554036.875000 Penalty: 955.431091
	Iteration 2F: 3 clusters Score -1554037 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1555009.250000 Penalty: 955.431091
	Iteration 3F: 3 clusters Score -1555009 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1556206.625000 Penalty: 955.431091
	Iteration 4F: 3 clusters Score -1556207 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1557622.625000 Penalty: 955.431091
	Iteration 5F: 3 clusters Score -1557623 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1559256.875000 Penalty: 955.431091
	Iteration 6F: 3 clusters Score -1559257 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1560933.750000 Penalty: 955.431091
	Iteration 7F: 3 clusters Score -1560934 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1562179.000000 Penalty: 955.431091
	Iteration 8Q: 3 clusters Score -1562179 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1562772.750000 Penalty: 955.431091
	Iteration 9Q: 3 clusters Score -1562773 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1563131.250000 Penalty: 955.431091
	Iteration 10Q: 3 clusters Score -1563131 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1563427.750000 Penalty: 955.431091
	Iteration 11Q: 3 clusters Score -1563428 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1563694.375000 Penalty: 955.431091
	Iteration 12Q: 3 clusters Score -1563694 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1563981.625000 Penalty: 955.431091
	Iteration 13Q: 3 clusters Score -1563982 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1564269.125000 Penalty: 955.431091
	Iteration 14Q: 3 clusters Score -1564269 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1564541.125000 Penalty: 955.431091
	Iteration 15Q: 3 clusters Score -1564541 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1564792.750000 Penalty: 955.431091
	Iteration 16Q: 3 clusters Score -1564793 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1565009.250000 Penalty: 955.431091
	Iteration 17Q: 3 clusters Score -1565009 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1565188.625000 Penalty: 955.431091
	Iteration 18Q: 3 clusters Score -1565189 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1565377.875000 Penalty: 955.431091
	Iteration 19Q: 3 clusters Score -1565378 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1565578.000000 Penalty: 955.431091
	Iteration 20F: 3 clusters Score -1565578 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1565719.750000 Penalty: 955.431091
	Iteration 21Q: 3 clusters Score -1565720 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1565840.125000 Penalty: 955.431091
	Iteration 22Q: 3 clusters Score -1565840 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1565921.375000 Penalty: 955.431091
	Iteration 23Q: 3 clusters Score -1565921 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1565978.000000 Penalty: 955.431091
	Iteration 24Q: 3 clusters Score -1565978 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1566017.000000 Penalty: 955.431091
	Iteration 25Q: 3 clusters Score -1566017 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1566073.500000 Penalty: 955.431091
	Iteration 26Q: 3 clusters Score -1566074 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1566118.875000 Penalty: 955.431091
	Iteration 27Q: 3 clusters Score -1566119 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1566152.125000 Penalty: 955.431091
	Iteration 28Q: 3 clusters Score -1566152 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1566176.500000 Penalty: 955.431091
	Iteration 29Q: 3 clusters Score -1566176 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1566197.875000 Penalty: 955.431091
	Iteration 30Q: 3 clusters Score -1566198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1566218.250000 Penalty: 955.431091
	Iteration 31Q: 3 clusters Score -1566218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1566237.250000 Penalty: 955.431091
	Iteration 32Q: 3 clusters Score -1566237 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1566258.625000 Penalty: 955.431091
	Iteration 33Q: 3 clusters Score -1566259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1566265.000000 Penalty: 955.431091
	Iteration 34Q: 3 clusters Score -1566265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1566271.125000 Penalty: 955.431091
	Iteration 35Q: 3 clusters Score -1566271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1566280.000000 Penalty: 955.431091
	Iteration 36Q: 3 clusters Score -1566280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1566285.375000 Penalty: 955.431091
	Iteration 37Q: 3 clusters Score -1566285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1566288.875000 Penalty: 955.431091
	Iteration 38Q: 3 clusters Score -1566289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1566294.625000 Penalty: 955.431091
	Iteration 39Q: 3 clusters Score -1566295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1566295.250000 Penalty: 955.431091
	Iteration 40F: 3 clusters Score -1566295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1566302.250000 Penalty: 955.431091
	Iteration 41Q: 3 clusters Score -1566302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1566308.375000 Penalty: 955.431091
	Iteration 42Q: 3 clusters Score -1566308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1566310.750000 Penalty: 955.431091
	Iteration 43Q: 3 clusters Score -1566311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1566316.250000 Penalty: 955.431091
	Iteration 44Q: 3 clusters Score -1566316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1566316.250000 Penalty: 955.431091
	Iteration 45Q: 3 clusters Score -1566316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1566320.125000 Penalty: 955.431091
	Iteration 46Q: 3 clusters Score -1566320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1566318.875000 Penalty: 955.431091
	Iteration 47Q: 3 clusters Score -1566319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1566323.875000 Penalty: 955.431091
	Iteration 48Q: 3 clusters Score -1566324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1566327.500000 Penalty: 955.431091
	Iteration 49Q: 3 clusters Score -1566328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1566329.125000 Penalty: 955.431091
	Iteration 50Q: 3 clusters Score -1566329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1566329.125000 Penalty: 955.431091
	Iteration 51Q: 3 clusters Score -1566329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1566328.000000 Penalty: 955.431091
	Iteration 52Q: 3 clusters Score -1566328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1566327.250000 Penalty: 955.431091
	Iteration 53Q: 3 clusters Score -1566327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1566327.875000 Penalty: 955.431091
	Iteration 54Q: 3 clusters Score -1566328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1566329.875000 Penalty: 955.431091
	Iteration 55Q: 3 clusters Score -1566330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1566329.875000 Penalty: 955.431091
	Iteration 56Q: 3 clusters Score -1566330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1566331.000000 Penalty: 955.431091
	Iteration 57Q: 3 clusters Score -1566331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1566331.000000 Penalty: 955.431091
	Iteration 58F: 3 clusters Score -1566331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Entering Unmasked Estep 
Score: -135812.687500 Penalty: 371.420410
	Iteration 0F: 2 clusters Score -135812.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -133417.468750 Penalty: 742.840820
	Iteration 0F: 3 clusters Score -133417.5 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -134383.906250 Penalty: 742.840820
	Iteration 1F: 3 clusters Score -134383.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -134531.843750 Penalty: 742.840820
	Iteration 2F: 3 clusters Score -134531.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -134677.578125 Penalty: 742.840820
	Iteration 3F: 3 clusters Score -134677.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -134834.125000 Penalty: 742.840820
	Iteration 4F: 3 clusters Score -134834.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -134989.968750 Penalty: 742.840820
	Iteration 5F: 3 clusters Score -134990 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -135108.921875 Penalty: 742.840820
	Iteration 6F: 3 clusters Score -135108.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -135174.890625 Penalty: 742.840820
	Iteration 7Q: 3 clusters Score -135174.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -135219.281250 Penalty: 742.840820
	Iteration 8Q: 3 clusters Score -135219.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -135259.812500 Penalty: 742.840820
	Iteration 9Q: 3 clusters Score -135259.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -135293.906250 Penalty: 742.840820
	Iteration 10Q: 3 clusters Score -135293.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -135315.578125 Penalty: 742.840820
	Iteration 11Q: 3 clusters Score -135315.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -135327.687500 Penalty: 742.840820
	Iteration 12Q: 3 clusters Score -135327.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -135339.031250 Penalty: 742.840820
	Iteration 13Q: 3 clusters Score -135339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -135346.265625 Penalty: 742.840820
	Iteration 14Q: 3 clusters Score -135346.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -135353.250000 Penalty: 742.840820
	Iteration 15Q: 3 clusters Score -135353.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -135360.234375 Penalty: 742.840820
	Iteration 16Q: 3 clusters Score -135360.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -135367.531250 Penalty: 742.840820
	Iteration 17Q: 3 clusters Score -135367.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -135376.218750 Penalty: 742.840820
	Iteration 18Q: 3 clusters Score -135376.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -135383.875000 Penalty: 742.840820
	Iteration 19Q: 3 clusters Score -135383.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -135394.250000 Penalty: 742.840820
	Iteration 20F: 3 clusters Score -135394.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -135404.968750 Penalty: 742.840820
	Iteration 21Q: 3 clusters Score -135405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -135414.718750 Penalty: 742.840820
	Iteration 22Q: 3 clusters Score -135414.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -135421.859375 Penalty: 742.840820
	Iteration 23Q: 3 clusters Score -135421.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -135425.828125 Penalty: 742.840820
	Iteration 24Q: 3 clusters Score -135425.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -135432.468750 Penalty: 742.840820
	Iteration 25Q: 3 clusters Score -135432.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -135443.312500 Penalty: 742.840820
	Iteration 26Q: 3 clusters Score -135443.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -135449.000000 Penalty: 742.840820
	Iteration 27Q: 3 clusters Score -135449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -135456.859375 Penalty: 742.840820
	Iteration 28Q: 3 clusters Score -135456.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -135463.796875 Penalty: 742.840820
	Iteration 29Q: 3 clusters Score -135463.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -135471.187500 Penalty: 742.840820
	Iteration 30Q: 3 clusters Score -135471.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -135480.953125 Penalty: 742.840820
	Iteration 31Q: 3 clusters Score -135481 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -135499.218750 Penalty: 742.840820
	Iteration 32Q: 3 clusters Score -135499.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -135514.296875 Penalty: 742.840820
	Iteration 33Q: 3 clusters Score -135514.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -135524.375000 Penalty: 742.840820
	Iteration 34Q: 3 clusters Score -135524.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -135535.031250 Penalty: 742.840820
	Iteration 35Q: 3 clusters Score -135535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -135539.953125 Penalty: 742.840820
	Iteration 36Q: 3 clusters Score -135540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -135544.468750 Penalty: 742.840820
	Iteration 37Q: 3 clusters Score -135544.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -135548.000000 Penalty: 742.840820
	Iteration 38Q: 3 clusters Score -135548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -135552.734375 Penalty: 742.840820
	Iteration 39Q: 3 clusters Score -135552.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -135557.625000 Penalty: 742.840820
	Iteration 40F: 3 clusters Score -135557.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -135563.703125 Penalty: 742.840820
	Iteration 41Q: 3 clusters Score -135563.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -135567.562500 Penalty: 742.840820
	Iteration 42Q: 3 clusters Score -135567.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -135573.875000 Penalty: 742.840820
	Iteration 43Q: 3 clusters Score -135573.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -135579.906250 Penalty: 742.840820
	Iteration 44Q: 3 clusters Score -135579.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -135584.125000 Penalty: 742.840820
	Iteration 45Q: 3 clusters Score -135584.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -135586.765625 Penalty: 742.840820
	Iteration 46Q: 3 clusters Score -135586.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -135589.281250 Penalty: 742.840820
	Iteration 47Q: 3 clusters Score -135589.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -135590.625000 Penalty: 742.840820
	Iteration 48Q: 3 clusters Score -135590.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -135591.125000 Penalty: 742.840820
	Iteration 49Q: 3 clusters Score -135591.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -135591.593750 Penalty: 742.840820
	Iteration 50Q: 3 clusters Score -135591.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -135591.828125 Penalty: 742.840820
	Iteration 51Q: 3 clusters Score -135591.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -135592.296875 Penalty: 742.840820
	Iteration 52Q: 3 clusters Score -135592.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -135592.453125 Penalty: 742.840820
	Iteration 53Q: 3 clusters Score -135592.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -135592.421875 Penalty: 742.840820
	Iteration 54Q: 3 clusters Score -135592.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -135592.421875 Penalty: 742.840820
	Iteration 55F: 3 clusters Score -135592.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -50466.656250 Penalty: 331.428131
	Iteration 0F: 2 clusters Score -50466.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -49362.828125 Penalty: 662.856262
	Iteration 0F: 3 clusters Score -49362.83 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -49798.464844 Penalty: 662.856262
	Iteration 1F: 3 clusters Score -49798.46 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -49941.527344 Penalty: 662.856262
	Iteration 2F: 3 clusters Score -49941.53 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -50006.382812 Penalty: 662.856262
	Iteration 3F: 3 clusters Score -50006.38 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -50050.917969 Penalty: 662.856262
	Iteration 4F: 3 clusters Score -50050.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -50080.667969 Penalty: 662.856262
	Iteration 5Q: 3 clusters Score -50080.67 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -50109.292969 Penalty: 662.856262
	Iteration 6Q: 3 clusters Score -50109.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -50128.878906 Penalty: 662.856262
	Iteration 7Q: 3 clusters Score -50128.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -50156.871094 Penalty: 662.856262
	Iteration 8Q: 3 clusters Score -50156.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -50179.648438 Penalty: 662.856262
	Iteration 9Q: 3 clusters Score -50179.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -50194.742188 Penalty: 662.856262
	Iteration 10Q: 3 clusters Score -50194.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -50213.191406 Penalty: 662.856262
	Iteration 11Q: 3 clusters Score -50213.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -50227.363281 Penalty: 662.856262
	Iteration 12Q: 3 clusters Score -50227.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -50243.371094 Penalty: 662.856262
	Iteration 13Q: 3 clusters Score -50243.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -50263.781250 Penalty: 662.856262
	Iteration 14Q: 3 clusters Score -50263.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -50288.304688 Penalty: 662.856262
	Iteration 15Q: 3 clusters Score -50288.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -50305.914062 Penalty: 662.856262
	Iteration 16Q: 3 clusters Score -50305.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -50320.992188 Penalty: 662.856262
	Iteration 17Q: 3 clusters Score -50320.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -50335.207031 Penalty: 662.856262
	Iteration 18Q: 3 clusters Score -50335.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -50343.054688 Penalty: 662.856262
	Iteration 19Q: 3 clusters Score -50343.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -50357.394531 Penalty: 662.856262
	Iteration 20F: 3 clusters Score -50357.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -50368.460938 Penalty: 662.856262
	Iteration 21Q: 3 clusters Score -50368.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -50384.660156 Penalty: 662.856262
	Iteration 22Q: 3 clusters Score -50384.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -50393.078125 Penalty: 662.856262
	Iteration 23Q: 3 clusters Score -50393.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -50398.265625 Penalty: 662.856262
	Iteration 24Q: 3 clusters Score -50398.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -50404.335938 Penalty: 662.856262
	Iteration 25Q: 3 clusters Score -50404.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -50409.070312 Penalty: 662.856262
	Iteration 26Q: 3 clusters Score -50409.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -50415.265625 Penalty: 662.856262
	Iteration 27Q: 3 clusters Score -50415.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -50422.320312 Penalty: 662.856262
	Iteration 28Q: 3 clusters Score -50422.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -50431.351562 Penalty: 662.856262
	Iteration 29Q: 3 clusters Score -50431.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -50436.886719 Penalty: 662.856262
	Iteration 30Q: 3 clusters Score -50436.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -50442.992188 Penalty: 662.856262
	Iteration 31Q: 3 clusters Score -50442.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -50450.546875 Penalty: 662.856262
	Iteration 32Q: 3 clusters Score -50450.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -50453.828125 Penalty: 662.856262
	Iteration 33Q: 3 clusters Score -50453.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -50455.164062 Penalty: 662.856262
	Iteration 34Q: 3 clusters Score -50455.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -50455.367188 Penalty: 662.856262
	Iteration 35Q: 3 clusters Score -50455.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -50455.367188 Penalty: 662.856262
	Iteration 36F: 3 clusters Score -50455.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -34542.519531 Penalty: 314.710541
	Iteration 0F: 2 clusters Score -34542.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -33722.449219 Penalty: 629.421082
	Iteration 0F: 3 clusters Score -33722.45 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -34081.621094 Penalty: 629.421082
	Iteration 1F: 3 clusters Score -34081.62 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -34248.136719 Penalty: 629.421082
	Iteration 2F: 3 clusters Score -34248.14 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -34390.003906 Penalty: 629.421082
	Iteration 3F: 3 clusters Score -34390 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -34470.250000 Penalty: 629.421082
	Iteration 4F: 3 clusters Score -34470.25 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -34502.835938 Penalty: 629.421082
	Iteration 5Q: 3 clusters Score -34502.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -34516.460938 Penalty: 629.421082
	Iteration 6Q: 3 clusters Score -34516.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -34527.917969 Penalty: 629.421082
	Iteration 7Q: 3 clusters Score -34527.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -34540.164062 Penalty: 629.421082
	Iteration 8Q: 3 clusters Score -34540.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -34550.140625 Penalty: 629.421082
	Iteration 9Q: 3 clusters Score -34550.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -34555.144531 Penalty: 629.421082
	Iteration 10Q: 3 clusters Score -34555.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -34559.570312 Penalty: 629.421082
	Iteration 11Q: 3 clusters Score -34559.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -34571.511719 Penalty: 629.421082
	Iteration 12Q: 3 clusters Score -34571.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -34589.539062 Penalty: 629.421082
	Iteration 13Q: 3 clusters Score -34589.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -34596.437500 Penalty: 629.421082
	Iteration 14Q: 3 clusters Score -34596.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -34599.652344 Penalty: 629.421082
	Iteration 15Q: 3 clusters Score -34599.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -34602.355469 Penalty: 629.421082
	Iteration 16Q: 3 clusters Score -34602.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -34602.972656 Penalty: 629.421082
	Iteration 17Q: 3 clusters Score -34602.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -34603.636719 Penalty: 629.421082
	Iteration 18Q: 3 clusters Score -34603.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -34605.132812 Penalty: 629.421082
	Iteration 19Q: 3 clusters Score -34605.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -34606.367188 Penalty: 629.421082
	Iteration 20F: 3 clusters Score -34606.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -34606.933594 Penalty: 629.421082
	Iteration 21Q: 3 clusters Score -34606.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -34608.148438 Penalty: 629.421082
	Iteration 22Q: 3 clusters Score -34608.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -34608.410156 Penalty: 629.421082
	Iteration 23Q: 3 clusters Score -34608.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -34608.410156 Penalty: 629.421082
	Iteration 24F: 3 clusters Score -34608.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159297 members 
Mstep: Class 5 contains 13124 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 5607 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5916 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26528 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 301233 members 
Mstep: Class 16 contains 60200 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 18037 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1373 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 2381 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36288 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 439 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Mstep: Class 41 contains 978 members 
Mstep: Class 42 contains 570 members 
Entering Unmasked Estep 
Score: -28350286.000000 Penalty: 25800.025391
Splitting cluster 33 changes total score from -28350416.000000 to -28350286.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -45280.773438 Penalty: 324.236969
	Iteration 0F: 2 clusters Score -45280.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -44318.179688 Penalty: 648.473938
	Iteration 0F: 3 clusters Score -44318.18 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -44618.937500 Penalty: 648.473938
	Iteration 1F: 3 clusters Score -44618.94 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -44680.398438 Penalty: 648.473938
	Iteration 2F: 3 clusters Score -44680.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -44729.445312 Penalty: 648.473938
	Iteration 3F: 3 clusters Score -44729.45 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -44771.109375 Penalty: 648.473938
	Iteration 4F: 3 clusters Score -44771.11 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -44817.035156 Penalty: 648.473938
	Iteration 5F: 3 clusters Score -44817.04 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -44873.238281 Penalty: 648.473938
	Iteration 6Q: 3 clusters Score -44873.24 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -44915.703125 Penalty: 648.473938
	Iteration 7Q: 3 clusters Score -44915.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -44954.214844 Penalty: 648.473938
	Iteration 8Q: 3 clusters Score -44954.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -44980.277344 Penalty: 648.473938
	Iteration 9Q: 3 clusters Score -44980.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -45007.550781 Penalty: 648.473938
	Iteration 10Q: 3 clusters Score -45007.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -45021.070312 Penalty: 648.473938
	Iteration 11Q: 3 clusters Score -45021.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -45031.753906 Penalty: 648.473938
	Iteration 12Q: 3 clusters Score -45031.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -45042.855469 Penalty: 648.473938
	Iteration 13Q: 3 clusters Score -45042.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -45053.781250 Penalty: 648.473938
	Iteration 14Q: 3 clusters Score -45053.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -45058.957031 Penalty: 648.473938
	Iteration 15Q: 3 clusters Score -45058.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -45060.660156 Penalty: 648.473938
	Iteration 16Q: 3 clusters Score -45060.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -45061.390625 Penalty: 648.473938
	Iteration 17Q: 3 clusters Score -45061.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -45061.695312 Penalty: 648.473938
	Iteration 18Q: 3 clusters Score -45061.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -45061.695312 Penalty: 648.473938
	Iteration 19F: 3 clusters Score -45061.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -36314.242188 Penalty: 314.800629
	Iteration 0F: 2 clusters Score -36314.24 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 512 members 
Entering Unmasked Estep 
Score: -35510.031250 Penalty: 629.601257
	Iteration 0F: 3 clusters Score -35510.03 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -35746.007812 Penalty: 629.601257
	Iteration 1F: 3 clusters Score -35746.01 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -35804.734375 Penalty: 629.601257
	Iteration 2F: 3 clusters Score -35804.73 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -35844.664062 Penalty: 629.601257
	Iteration 3F: 3 clusters Score -35844.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -35874.734375 Penalty: 629.601257
	Iteration 4Q: 3 clusters Score -35874.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -35902.042969 Penalty: 629.601257
	Iteration 5Q: 3 clusters Score -35902.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -35923.875000 Penalty: 629.601257
	Iteration 6Q: 3 clusters Score -35923.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -35937.855469 Penalty: 629.601257
	Iteration 7Q: 3 clusters Score -35937.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -35950.574219 Penalty: 629.601257
	Iteration 8Q: 3 clusters Score -35950.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -35960.640625 Penalty: 629.601257
	Iteration 9Q: 3 clusters Score -35960.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -35967.515625 Penalty: 629.601257
	Iteration 10Q: 3 clusters Score -35967.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -35977.078125 Penalty: 629.601257
	Iteration 11Q: 3 clusters Score -35977.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -35995.996094 Penalty: 629.601257
	Iteration 12Q: 3 clusters Score -35996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -36018.097656 Penalty: 629.601257
	Iteration 13Q: 3 clusters Score -36018.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -36043.875000 Penalty: 629.601257
	Iteration 14Q: 3 clusters Score -36043.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -36073.859375 Penalty: 629.601257
	Iteration 15Q: 3 clusters Score -36073.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -36092.617188 Penalty: 629.601257
	Iteration 16Q: 3 clusters Score -36092.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -36102.996094 Penalty: 629.601257
	Iteration 17Q: 3 clusters Score -36103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -36114.976562 Penalty: 629.601257
	Iteration 18Q: 3 clusters Score -36114.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -36128.906250 Penalty: 629.601257
	Iteration 19Q: 3 clusters Score -36128.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -36144.601562 Penalty: 629.601257
	Iteration 20F: 3 clusters Score -36144.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -36153.281250 Penalty: 629.601257
	Iteration 21Q: 3 clusters Score -36153.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -36161.019531 Penalty: 629.601257
	Iteration 22Q: 3 clusters Score -36161.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -36167.394531 Penalty: 629.601257
	Iteration 23Q: 3 clusters Score -36167.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -36174.011719 Penalty: 629.601257
	Iteration 24Q: 3 clusters Score -36174.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -36177.687500 Penalty: 629.601257
	Iteration 25Q: 3 clusters Score -36177.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -36181.382812 Penalty: 629.601257
	Iteration 26Q: 3 clusters Score -36181.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -36183.148438 Penalty: 629.601257
	Iteration 27Q: 3 clusters Score -36183.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -36183.148438 Penalty: 629.601257
	Iteration 28F: 3 clusters Score -36183.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -24016.964844 Penalty: 292.698761
	Iteration 0F: 2 clusters Score -24016.96 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 317 members 
Entering Unmasked Estep 
Score: -23456.605469 Penalty: 585.397522
	Iteration 0F: 3 clusters Score -23456.61 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -23597.568359 Penalty: 585.397522
	Iteration 1F: 3 clusters Score -23597.57 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -23636.824219 Penalty: 585.397522
	Iteration 2F: 3 clusters Score -23636.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -23652.404297 Penalty: 585.397522
	Iteration 3Q: 3 clusters Score -23652.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -23661.615234 Penalty: 585.397522
	Iteration 4Q: 3 clusters Score -23661.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -23672.521484 Penalty: 585.397522
	Iteration 5Q: 3 clusters Score -23672.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -23680.339844 Penalty: 585.397522
	Iteration 6Q: 3 clusters Score -23680.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -23684.091797 Penalty: 585.397522
	Iteration 7Q: 3 clusters Score -23684.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -23688.138672 Penalty: 585.397522
	Iteration 8Q: 3 clusters Score -23688.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -23689.921875 Penalty: 585.397522
	Iteration 9Q: 3 clusters Score -23689.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -23691.042969 Penalty: 585.397522
	Iteration 10Q: 3 clusters Score -23691.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -23692.826172 Penalty: 585.397522
	Iteration 11Q: 3 clusters Score -23692.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -23697.142578 Penalty: 585.397522
	Iteration 12Q: 3 clusters Score -23697.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -23702.085938 Penalty: 585.397522
	Iteration 13Q: 3 clusters Score -23702.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -23706.078125 Penalty: 585.397522
	Iteration 14Q: 3 clusters Score -23706.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -23707.328125 Penalty: 585.397522
	Iteration 15Q: 3 clusters Score -23707.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -23707.837891 Penalty: 585.397522
	Iteration 16Q: 3 clusters Score -23707.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -23708.216797 Penalty: 585.397522
	Iteration 17Q: 3 clusters Score -23708.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -23708.505859 Penalty: 585.397522
	Iteration 18Q: 3 clusters Score -23708.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -23709.298828 Penalty: 585.397522
	Iteration 19Q: 3 clusters Score -23709.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -23709.722656 Penalty: 585.397522
	Iteration 20F: 3 clusters Score -23709.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -158206.515625 Penalty: 377.151184
	Iteration 0F: 2 clusters Score -158206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -155486.890625 Penalty: 754.302368
	Iteration 0F: 3 clusters Score -155486.9 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -156578.796875 Penalty: 754.302368
	Iteration 1F: 3 clusters Score -156578.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -156910.218750 Penalty: 754.302368
	Iteration 2F: 3 clusters Score -156910.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -157238.656250 Penalty: 754.302368
	Iteration 3F: 3 clusters Score -157238.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -157519.625000 Penalty: 754.302368
	Iteration 4F: 3 clusters Score -157519.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -157711.562500 Penalty: 754.302368
	Iteration 5Q: 3 clusters Score -157711.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -157815.453125 Penalty: 754.302368
	Iteration 6Q: 3 clusters Score -157815.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -157861.781250 Penalty: 754.302368
	Iteration 7Q: 3 clusters Score -157861.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -157886.843750 Penalty: 754.302368
	Iteration 8Q: 3 clusters Score -157886.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -157899.875000 Penalty: 754.302368
	Iteration 9Q: 3 clusters Score -157899.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -157908.343750 Penalty: 754.302368
	Iteration 10Q: 3 clusters Score -157908.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -157914.640625 Penalty: 754.302368
	Iteration 11Q: 3 clusters Score -157914.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -157920.859375 Penalty: 754.302368
	Iteration 12Q: 3 clusters Score -157920.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -157920.859375 Penalty: 754.302368
	Iteration 13F: 3 clusters Score -157920.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Entering Unmasked Estep 
Score: -1006210.062500 Penalty: 463.075165
	Iteration 0F: 2 clusters Score -1006210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -988494.250000 Penalty: 926.150330
	Iteration 0F: 3 clusters Score -988494.2 nChanged 12675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -996194.375000 Penalty: 926.150330
	Iteration 1F: 3 clusters Score -996194.4 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -997067.687500 Penalty: 926.150330
	Iteration 2F: 3 clusters Score -997067.7 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -998171.000000 Penalty: 926.150330
	Iteration 3F: 3 clusters Score -998171 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -999408.500000 Penalty: 926.150330
	Iteration 4F: 3 clusters Score -999408.5 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1000593.437500 Penalty: 926.150330
	Iteration 5F: 3 clusters Score -1000593 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1001810.375000 Penalty: 926.150330
	Iteration 6F: 3 clusters Score -1001810 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1002899.500000 Penalty: 926.150330
	Iteration 7F: 3 clusters Score -1002900 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1003853.062500 Penalty: 926.150330
	Iteration 8Q: 3 clusters Score -1003853 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1004503.812500 Penalty: 926.150330
	Iteration 9Q: 3 clusters Score -1004504 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1004880.000000 Penalty: 926.150330
	Iteration 10Q: 3 clusters Score -1004880 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1005119.687500 Penalty: 926.150330
	Iteration 11Q: 3 clusters Score -1005120 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1005237.687500 Penalty: 926.150330
	Iteration 12Q: 3 clusters Score -1005238 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1005305.937500 Penalty: 926.150330
	Iteration 13Q: 3 clusters Score -1005306 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1005344.625000 Penalty: 926.150330
	Iteration 14Q: 3 clusters Score -1005345 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1005360.250000 Penalty: 926.150330
	Iteration 15Q: 3 clusters Score -1005360 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1005374.937500 Penalty: 926.150330
	Iteration 16Q: 3 clusters Score -1005375 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1005383.250000 Penalty: 926.150330
	Iteration 17Q: 3 clusters Score -1005383 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1005380.812500 Penalty: 926.150330
	Iteration 18Q: 3 clusters Score -1005381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1005381.875000 Penalty: 926.150330
	Iteration 19Q: 3 clusters Score -1005382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1005385.000000 Penalty: 926.150330
	Iteration 20F: 3 clusters Score -1005385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1005387.437500 Penalty: 926.150330
	Iteration 21Q: 3 clusters Score -1005387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1005387.062500 Penalty: 926.150330
	Iteration 22Q: 3 clusters Score -1005387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1005388.312500 Penalty: 926.150330
	Iteration 23Q: 3 clusters Score -1005388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1005385.625000 Penalty: 926.150330
	Iteration 24Q: 3 clusters Score -1005386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1005388.812500 Penalty: 926.150330
	Iteration 25Q: 3 clusters Score -1005389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1005389.875000 Penalty: 926.150330
	Iteration 26Q: 3 clusters Score -1005390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1005392.375000 Penalty: 926.150330
	Iteration 27Q: 3 clusters Score -1005392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1005390.312500 Penalty: 926.150330
	Iteration 28Q: 3 clusters Score -1005390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1005391.625000 Penalty: 926.150330
	Iteration 29Q: 3 clusters Score -1005392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1005391.875000 Penalty: 926.150330
	Iteration 30Q: 3 clusters Score -1005392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1005392.625000 Penalty: 926.150330
	Iteration 31Q: 3 clusters Score -1005393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1005390.875000 Penalty: 926.150330
	Iteration 32Q: 3 clusters Score -1005391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1005390.375000 Penalty: 926.150330
	Iteration 33Q: 3 clusters Score -1005390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1005390.375000 Penalty: 926.150330
	Iteration 34F: 3 clusters Score -1005390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -5095.415527 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -5095.416 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 96 members 
Entering Unmasked Estep 
Score: -4833.584473 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -4833.584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4894.451660 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -4894.452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4911.083984 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -4911.084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4913.430176 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -4913.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4915.903809 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -4915.904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4916.456543 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -4916.457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4916.456543 Penalty: 473.564606
	Iteration 6F: 3 clusters Score -4916.457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Entering Unmasked Estep 
Score: -106355.875000 Penalty: 358.610962
	Iteration 0F: 2 clusters Score -106355.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -104529.835938 Penalty: 717.221924
	Iteration 0F: 3 clusters Score -104529.8 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -105179.320312 Penalty: 717.221924
	Iteration 1F: 3 clusters Score -105179.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -105295.132812 Penalty: 717.221924
	Iteration 2F: 3 clusters Score -105295.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -105381.695312 Penalty: 717.221924
	Iteration 3F: 3 clusters Score -105381.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -105438.843750 Penalty: 717.221924
	Iteration 4Q: 3 clusters Score -105438.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -105479.476562 Penalty: 717.221924
	Iteration 5Q: 3 clusters Score -105479.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -105513.101562 Penalty: 717.221924
	Iteration 6Q: 3 clusters Score -105513.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -105550.828125 Penalty: 717.221924
	Iteration 7Q: 3 clusters Score -105550.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -105582.539062 Penalty: 717.221924
	Iteration 8Q: 3 clusters Score -105582.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -105609.601562 Penalty: 717.221924
	Iteration 9Q: 3 clusters Score -105609.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -105632.664062 Penalty: 717.221924
	Iteration 10Q: 3 clusters Score -105632.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -105649.593750 Penalty: 717.221924
	Iteration 11Q: 3 clusters Score -105649.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -105665.421875 Penalty: 717.221924
	Iteration 12Q: 3 clusters Score -105665.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -105684.750000 Penalty: 717.221924
	Iteration 13Q: 3 clusters Score -105684.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -105700.960938 Penalty: 717.221924
	Iteration 14Q: 3 clusters Score -105701 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -105717.421875 Penalty: 717.221924
	Iteration 15Q: 3 clusters Score -105717.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -105739.382812 Penalty: 717.221924
	Iteration 16Q: 3 clusters Score -105739.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -105757.429688 Penalty: 717.221924
	Iteration 17Q: 3 clusters Score -105757.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -105775.914062 Penalty: 717.221924
	Iteration 18Q: 3 clusters Score -105775.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -105794.406250 Penalty: 717.221924
	Iteration 19Q: 3 clusters Score -105794.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -105807.531250 Penalty: 717.221924
	Iteration 20F: 3 clusters Score -105807.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -105822.304688 Penalty: 717.221924
	Iteration 21Q: 3 clusters Score -105822.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -105841.210938 Penalty: 717.221924
	Iteration 22Q: 3 clusters Score -105841.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -105854.625000 Penalty: 717.221924
	Iteration 23Q: 3 clusters Score -105854.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -105869.367188 Penalty: 717.221924
	Iteration 24Q: 3 clusters Score -105869.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -105882.375000 Penalty: 717.221924
	Iteration 25Q: 3 clusters Score -105882.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -105893.210938 Penalty: 717.221924
	Iteration 26Q: 3 clusters Score -105893.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -105904.039062 Penalty: 717.221924
	Iteration 27Q: 3 clusters Score -105904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -105911.812500 Penalty: 717.221924
	Iteration 28Q: 3 clusters Score -105911.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -105920.312500 Penalty: 717.221924
	Iteration 29Q: 3 clusters Score -105920.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -105931.445312 Penalty: 717.221924
	Iteration 30Q: 3 clusters Score -105931.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -105943.226562 Penalty: 717.221924
	Iteration 31Q: 3 clusters Score -105943.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -105949.132812 Penalty: 717.221924
	Iteration 32Q: 3 clusters Score -105949.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -105954.125000 Penalty: 717.221924
	Iteration 33Q: 3 clusters Score -105954.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -105959.523438 Penalty: 717.221924
	Iteration 34Q: 3 clusters Score -105959.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -105966.718750 Penalty: 717.221924
	Iteration 35Q: 3 clusters Score -105966.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -105973.390625 Penalty: 717.221924
	Iteration 36Q: 3 clusters Score -105973.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -105977.929688 Penalty: 717.221924
	Iteration 37Q: 3 clusters Score -105977.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -105980.328125 Penalty: 717.221924
	Iteration 38Q: 3 clusters Score -105980.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -105982.554688 Penalty: 717.221924
	Iteration 39Q: 3 clusters Score -105982.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -105985.406250 Penalty: 717.221924
	Iteration 40F: 3 clusters Score -105985.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -105989.664062 Penalty: 717.221924
	Iteration 41Q: 3 clusters Score -105989.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -105994.078125 Penalty: 717.221924
	Iteration 42Q: 3 clusters Score -105994.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -105997.851562 Penalty: 717.221924
	Iteration 43Q: 3 clusters Score -105997.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -106002.375000 Penalty: 717.221924
	Iteration 44Q: 3 clusters Score -106002.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -106005.335938 Penalty: 717.221924
	Iteration 45Q: 3 clusters Score -106005.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -106008.046875 Penalty: 717.221924
	Iteration 46Q: 3 clusters Score -106008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -106013.703125 Penalty: 717.221924
	Iteration 47Q: 3 clusters Score -106013.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -106021.945312 Penalty: 717.221924
	Iteration 48Q: 3 clusters Score -106021.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -106026.609375 Penalty: 717.221924
	Iteration 49Q: 3 clusters Score -106026.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -106029.382812 Penalty: 717.221924
	Iteration 50Q: 3 clusters Score -106029.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -106030.000000 Penalty: 717.221924
	Iteration 51Q: 3 clusters Score -106030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -106031.203125 Penalty: 717.221924
	Iteration 52Q: 3 clusters Score -106031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -106031.765625 Penalty: 717.221924
	Iteration 53Q: 3 clusters Score -106031.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -106031.765625 Penalty: 717.221924
	Iteration 54F: 3 clusters Score -106031.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159297 members 
Mstep: Class 5 contains 13124 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 5607 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5916 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26528 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 301233 members 
Mstep: Class 16 contains 60200 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 18037 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1373 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 2381 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36288 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350530.000000 Penalty: 25185.738281
Iteration 319Q: 42 clusters Score -2.835053e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159292 members 
Mstep: Class 5 contains 13123 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 5599 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5916 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26528 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 301233 members 
Mstep: Class 16 contains 60206 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 18046 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1369 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 2368 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36295 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1032 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 636 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2648 members 
Mstep: Class 41 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350612.000000 Penalty: 25185.738281
Iteration 320F: 42 clusters Score -2.835061e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 719 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159284 members 
Mstep: Class 5 contains 13123 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 5597 members 
Mstep: Class 8 contains 4400 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5915 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 26529 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 301235 members 
Mstep: Class 16 contains 60209 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5483 members 
Mstep: Class 22 contains 18051 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1367 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 2362 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36301 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1022 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 631 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350644.000000 Penalty: 25185.738281
Iteration 321Q: 42 clusters Score -2.835064e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 719 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159272 members 
Mstep: Class 5 contains 13123 members 
Mstep: Class 6 contains 2170 members 
Mstep: Class 7 contains 5592 members 
Mstep: Class 8 contains 4400 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5915 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26532 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 301235 members 
Mstep: Class 16 contains 60214 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5482 members 
Mstep: Class 22 contains 18054 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1363 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 2358 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36312 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 631 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350628.000000 Penalty: 25185.738281
Iteration 322Q: 42 clusters Score -2.835063e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 719 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159257 members 
Mstep: Class 5 contains 13123 members 
Mstep: Class 6 contains 2171 members 
Mstep: Class 7 contains 5589 members 
Mstep: Class 8 contains 4400 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5914 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26530 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7309 members 
Mstep: Class 15 contains 301237 members 
Mstep: Class 16 contains 60222 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5481 members 
Mstep: Class 22 contains 18054 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1360 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 2358 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36327 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 631 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350648.000000 Penalty: 25185.738281
Iteration 323Q: 42 clusters Score -2.835065e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 719 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159250 members 
Mstep: Class 5 contains 13123 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 5584 members 
Mstep: Class 8 contains 4400 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5913 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26531 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7309 members 
Mstep: Class 15 contains 301238 members 
Mstep: Class 16 contains 60225 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5480 members 
Mstep: Class 22 contains 18055 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 2358 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36336 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350628.000000 Penalty: 25185.738281
Iteration 324Q: 42 clusters Score -2.835063e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 719 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159246 members 
Mstep: Class 5 contains 13123 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 5580 members 
Mstep: Class 8 contains 4400 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5912 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26530 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7309 members 
Mstep: Class 15 contains 301236 members 
Mstep: Class 16 contains 60227 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5479 members 
Mstep: Class 22 contains 18056 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1353 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 2357 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36346 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350636.000000 Penalty: 25185.738281
Iteration 325Q: 42 clusters Score -2.835064e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 719 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159245 members 
Mstep: Class 5 contains 13122 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 5576 members 
Mstep: Class 8 contains 4400 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5911 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 26530 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 301236 members 
Mstep: Class 16 contains 60229 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5478 members 
Mstep: Class 22 contains 18059 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 2356 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36354 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350632.000000 Penalty: 25185.738281
Iteration 326Q: 42 clusters Score -2.835063e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 718 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159242 members 
Mstep: Class 5 contains 13122 members 
Mstep: Class 6 contains 2181 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 4400 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5911 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 26530 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 301239 members 
Mstep: Class 16 contains 60229 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5476 members 
Mstep: Class 22 contains 18062 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1345 members 
Mstep: Class 27 contains 3706 members 
Mstep: Class 28 contains 2355 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36360 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350622.000000 Penalty: 25185.738281
Iteration 327Q: 42 clusters Score -2.835062e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 717 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159233 members 
Mstep: Class 5 contains 13122 members 
Mstep: Class 6 contains 2184 members 
Mstep: Class 7 contains 5570 members 
Mstep: Class 8 contains 4400 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5910 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 26531 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 301242 members 
Mstep: Class 16 contains 60230 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5473 members 
Mstep: Class 22 contains 18063 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1341 members 
Mstep: Class 27 contains 3706 members 
Mstep: Class 28 contains 2354 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36372 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350600.000000 Penalty: 25185.738281
Iteration 328Q: 42 clusters Score -2.83506e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 717 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159228 members 
Mstep: Class 5 contains 13122 members 
Mstep: Class 6 contains 2185 members 
Mstep: Class 7 contains 5566 members 
Mstep: Class 8 contains 4400 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5909 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26532 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7309 members 
Mstep: Class 15 contains 301245 members 
Mstep: Class 16 contains 60231 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5467 members 
Mstep: Class 22 contains 18067 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1339 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36379 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350610.000000 Penalty: 25185.738281
Iteration 329Q: 42 clusters Score -2.835061e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 715 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159222 members 
Mstep: Class 5 contains 13121 members 
Mstep: Class 6 contains 2187 members 
Mstep: Class 7 contains 5560 members 
Mstep: Class 8 contains 4400 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5910 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26532 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7309 members 
Mstep: Class 15 contains 301246 members 
Mstep: Class 16 contains 60237 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5462 members 
Mstep: Class 22 contains 18069 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 3704 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36389 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350628.000000 Penalty: 25185.738281
Iteration 330Q: 42 clusters Score -2.835063e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 715 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159217 members 
Mstep: Class 5 contains 13122 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 5549 members 
Mstep: Class 8 contains 4399 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5911 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 26531 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 301247 members 
Mstep: Class 16 contains 60248 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5454 members 
Mstep: Class 22 contains 18073 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 3703 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36393 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1012 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350624.000000 Penalty: 25185.738281
Iteration 331Q: 42 clusters Score -2.835062e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 715 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159212 members 
Mstep: Class 5 contains 13123 members 
Mstep: Class 6 contains 2189 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5912 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 26533 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 301249 members 
Mstep: Class 16 contains 60256 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5445 members 
Mstep: Class 22 contains 18077 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1335 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36403 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350586.000000 Penalty: 25185.738281
Iteration 332Q: 42 clusters Score -2.835059e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 715 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159202 members 
Mstep: Class 5 contains 13127 members 
Mstep: Class 6 contains 2187 members 
Mstep: Class 7 contains 5534 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5912 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 26532 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 301250 members 
Mstep: Class 16 contains 60262 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5439 members 
Mstep: Class 22 contains 18084 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 919 members 
Mstep: Class 26 contains 1334 members 
Mstep: Class 27 contains 3699 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36414 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350610.000000 Penalty: 25185.738281
Iteration 333Q: 42 clusters Score -2.835061e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 715 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159194 members 
Mstep: Class 5 contains 13129 members 
Mstep: Class 6 contains 2184 members 
Mstep: Class 7 contains 5527 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5912 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 26532 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7313 members 
Mstep: Class 15 contains 301245 members 
Mstep: Class 16 contains 60267 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5436 members 
Mstep: Class 22 contains 18095 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 919 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 3695 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36424 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1012 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350600.000000 Penalty: 25185.738281
Iteration 334Q: 42 clusters Score -2.83506e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 715 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159189 members 
Mstep: Class 5 contains 13133 members 
Mstep: Class 6 contains 2182 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5911 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 26535 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7314 members 
Mstep: Class 15 contains 301237 members 
Mstep: Class 16 contains 60272 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5432 members 
Mstep: Class 22 contains 18100 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1332 members 
Mstep: Class 27 contains 3685 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36434 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1015 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350592.000000 Penalty: 25185.738281
Iteration 335Q: 42 clusters Score -2.835059e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 715 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159178 members 
Mstep: Class 5 contains 13137 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 5521 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5911 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 26535 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7314 members 
Mstep: Class 15 contains 301233 members 
Mstep: Class 16 contains 60277 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5428 members 
Mstep: Class 22 contains 18105 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 3677 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36448 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1462 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1018 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350582.000000 Penalty: 25185.738281
Iteration 336Q: 42 clusters Score -2.835058e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 715 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159170 members 
Mstep: Class 5 contains 13137 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 5521 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5909 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 26537 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7314 members 
Mstep: Class 15 contains 301230 members 
Mstep: Class 16 contains 60278 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5421 members 
Mstep: Class 22 contains 18110 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 3671 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36461 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1023 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350578.000000 Penalty: 25185.738281
Iteration 337Q: 42 clusters Score -2.835058e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 715 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159165 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 5520 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5907 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 26536 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7313 members 
Mstep: Class 15 contains 301232 members 
Mstep: Class 16 contains 60280 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5420 members 
Mstep: Class 22 contains 18112 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 3669 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36468 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1027 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350574.000000 Penalty: 25185.738281
Iteration 338Q: 42 clusters Score -2.835057e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 715 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159159 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2172 members 
Mstep: Class 7 contains 5516 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5905 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 26539 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 301236 members 
Mstep: Class 16 contains 60283 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5417 members 
Mstep: Class 22 contains 18114 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 3667 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36472 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350604.000000 Penalty: 25185.738281
Iteration 339Q: 42 clusters Score -2.83506e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 715 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159153 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5905 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 26543 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 301234 members 
Mstep: Class 16 contains 60288 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5415 members 
Mstep: Class 22 contains 18116 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1987 members 
Mstep: Class 25 contains 922 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 3663 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36479 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1029 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350626.000000 Penalty: 25185.738281
Iteration 340F: 42 clusters Score -2.835063e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 715 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159146 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2174 members 
Mstep: Class 7 contains 5505 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26543 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 301230 members 
Mstep: Class 16 contains 60292 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5414 members 
Mstep: Class 22 contains 18117 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1986 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 3663 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36488 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350610.000000 Penalty: 25185.738281
Iteration 341Q: 42 clusters Score -2.835061e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 715 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159140 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2174 members 
Mstep: Class 7 contains 5500 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5900 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26544 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 301231 members 
Mstep: Class 16 contains 60295 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5411 members 
Mstep: Class 22 contains 18116 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1986 members 
Mstep: Class 25 contains 927 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36495 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350582.000000 Penalty: 25185.738281
Iteration 342Q: 42 clusters Score -2.835058e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 714 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159140 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2174 members 
Mstep: Class 7 contains 5492 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5899 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26544 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7309 members 
Mstep: Class 15 contains 301235 members 
Mstep: Class 16 contains 60299 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 18116 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1986 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36502 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1032 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350588.000000 Penalty: 25185.738281
Iteration 343Q: 42 clusters Score -2.835059e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159137 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 5486 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5898 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26544 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 301238 members 
Mstep: Class 16 contains 60304 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 18117 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36509 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350594.000000 Penalty: 25185.738281
Iteration 344Q: 42 clusters Score -2.835059e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159134 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 5477 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26544 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7309 members 
Mstep: Class 15 contains 301238 members 
Mstep: Class 16 contains 60314 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5402 members 
Mstep: Class 22 contains 18117 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36515 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350602.000000 Penalty: 25185.738281
Iteration 345Q: 42 clusters Score -2.83506e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159129 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 5473 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26543 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 301240 members 
Mstep: Class 16 contains 60322 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5399 members 
Mstep: Class 22 contains 18115 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36521 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350614.000000 Penalty: 25185.738281
Iteration 346Q: 42 clusters Score -2.835061e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159125 members 
Mstep: Class 5 contains 13137 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 5472 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26545 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7307 members 
Mstep: Class 15 contains 301238 members 
Mstep: Class 16 contains 60323 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5398 members 
Mstep: Class 22 contains 18114 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36530 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350602.000000 Penalty: 25185.738281
Iteration 347Q: 42 clusters Score -2.83506e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159116 members 
Mstep: Class 5 contains 13137 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 5471 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26545 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7307 members 
Mstep: Class 15 contains 301238 members 
Mstep: Class 16 contains 60325 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5396 members 
Mstep: Class 22 contains 18114 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36541 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350620.000000 Penalty: 25185.738281
Iteration 348Q: 42 clusters Score -2.835062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159109 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 5468 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5895 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26545 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7307 members 
Mstep: Class 15 contains 301237 members 
Mstep: Class 16 contains 60328 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 18114 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36552 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350616.000000 Penalty: 25185.738281
Iteration 349Q: 42 clusters Score -2.835062e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159097 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 5463 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26545 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7309 members 
Mstep: Class 15 contains 301235 members 
Mstep: Class 16 contains 60331 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5396 members 
Mstep: Class 22 contains 18116 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36563 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350630.000000 Penalty: 25185.738281
Iteration 350Q: 42 clusters Score -2.835063e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159087 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 5459 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26545 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 301236 members 
Mstep: Class 16 contains 60334 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 18116 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36574 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350606.000000 Penalty: 25185.738281
Iteration 351Q: 42 clusters Score -2.835061e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159080 members 
Mstep: Class 5 contains 13135 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 5451 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 301236 members 
Mstep: Class 16 contains 60342 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5393 members 
Mstep: Class 22 contains 18118 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36579 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350620.000000 Penalty: 25185.738281
Iteration 352Q: 42 clusters Score -2.835062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159071 members 
Mstep: Class 5 contains 13134 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 5446 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 301237 members 
Mstep: Class 16 contains 60348 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 18116 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36590 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350604.000000 Penalty: 25185.738281
Iteration 353Q: 42 clusters Score -2.83506e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159064 members 
Mstep: Class 5 contains 13134 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 5440 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 301236 members 
Mstep: Class 16 contains 60353 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 18117 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36601 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350620.000000 Penalty: 25185.738281
Iteration 354Q: 42 clusters Score -2.835062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159058 members 
Mstep: Class 5 contains 13134 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 5438 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5897 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 301236 members 
Mstep: Class 16 contains 60354 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 18117 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36610 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350612.000000 Penalty: 25185.738281
Iteration 355Q: 42 clusters Score -2.835061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159054 members 
Mstep: Class 5 contains 13134 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 5435 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 301237 members 
Mstep: Class 16 contains 60356 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5381 members 
Mstep: Class 22 contains 18119 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36617 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350602.000000 Penalty: 25185.738281
Iteration 356Q: 42 clusters Score -2.83506e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159049 members 
Mstep: Class 5 contains 13134 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 5432 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5895 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 301236 members 
Mstep: Class 16 contains 60358 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5375 members 
Mstep: Class 22 contains 18120 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36630 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350610.000000 Penalty: 25185.738281
Iteration 357Q: 42 clusters Score -2.835061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159044 members 
Mstep: Class 5 contains 13133 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 5430 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 301236 members 
Mstep: Class 16 contains 60360 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5369 members 
Mstep: Class 22 contains 18119 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36642 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350626.000000 Penalty: 25185.738281
Iteration 358Q: 42 clusters Score -2.835063e+07 nChanged 18
Entering ConstructFrom: 
Score: -28350626.000000 Penalty: 25185.738281
Entering ConstructFrom: 
Trying to split cluster 1 (3100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Entering Unmasked Estep 
Score: -118875.117188 Penalty: 365.781677
	Iteration 0F: 2 clusters Score -118875.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -116753.414062 Penalty: 731.563354
	Iteration 0F: 3 clusters Score -116753.4 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -117447.226562 Penalty: 731.563354
	Iteration 1F: 3 clusters Score -117447.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -117534.875000 Penalty: 731.563354
	Iteration 2F: 3 clusters Score -117534.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -117630.781250 Penalty: 731.563354
	Iteration 3F: 3 clusters Score -117630.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -117735.671875 Penalty: 731.563354
	Iteration 4F: 3 clusters Score -117735.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -117855.125000 Penalty: 731.563354
	Iteration 5F: 3 clusters Score -117855.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -117971.390625 Penalty: 731.563354
	Iteration 6F: 3 clusters Score -117971.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -118067.000000 Penalty: 731.563354
	Iteration 7Q: 3 clusters Score -118067 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -118158.726562 Penalty: 731.563354
	Iteration 8Q: 3 clusters Score -118158.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -118245.289062 Penalty: 731.563354
	Iteration 9Q: 3 clusters Score -118245.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -118306.609375 Penalty: 731.563354
	Iteration 10Q: 3 clusters Score -118306.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -118356.406250 Penalty: 731.563354
	Iteration 11Q: 3 clusters Score -118356.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -118390.617188 Penalty: 731.563354
	Iteration 12Q: 3 clusters Score -118390.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -118407.539062 Penalty: 731.563354
	Iteration 13Q: 3 clusters Score -118407.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -118423.218750 Penalty: 731.563354
	Iteration 14Q: 3 clusters Score -118423.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -118448.882812 Penalty: 731.563354
	Iteration 15Q: 3 clusters Score -118448.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -118473.648438 Penalty: 731.563354
	Iteration 16Q: 3 clusters Score -118473.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -118488.898438 Penalty: 731.563354
	Iteration 17Q: 3 clusters Score -118488.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -118496.390625 Penalty: 731.563354
	Iteration 18Q: 3 clusters Score -118496.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -118502.710938 Penalty: 731.563354
	Iteration 19Q: 3 clusters Score -118502.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -118511.929688 Penalty: 731.563354
	Iteration 20F: 3 clusters Score -118511.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -118518.171875 Penalty: 731.563354
	Iteration 21Q: 3 clusters Score -118518.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -118523.093750 Penalty: 731.563354
	Iteration 22Q: 3 clusters Score -118523.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -118526.429688 Penalty: 731.563354
	Iteration 23Q: 3 clusters Score -118526.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -118531.156250 Penalty: 731.563354
	Iteration 24Q: 3 clusters Score -118531.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -118533.109375 Penalty: 731.563354
	Iteration 25Q: 3 clusters Score -118533.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -118536.367188 Penalty: 731.563354
	Iteration 26Q: 3 clusters Score -118536.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -118539.359375 Penalty: 731.563354
	Iteration 27Q: 3 clusters Score -118539.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -118541.414062 Penalty: 731.563354
	Iteration 28Q: 3 clusters Score -118541.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -118542.273438 Penalty: 731.563354
	Iteration 29Q: 3 clusters Score -118542.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -118542.437500 Penalty: 731.563354
	Iteration 30Q: 3 clusters Score -118542.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -118542.437500 Penalty: 731.563354
	Iteration 31F: 3 clusters Score -118542.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -27557.937500 Penalty: 298.655426
	Iteration 0F: 2 clusters Score -27557.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -26908.216797 Penalty: 597.310852
	Iteration 0F: 3 clusters Score -26908.22 nChanged 291
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: -27107.103516 Penalty: 597.310852
	Iteration 1F: 3 clusters Score -27107.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -27202.382812 Penalty: 597.310852
	Iteration 2F: 3 clusters Score -27202.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -27257.564453 Penalty: 597.310852
	Iteration 3F: 3 clusters Score -27257.56 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27295.666016 Penalty: 597.310852
	Iteration 4F: 3 clusters Score -27295.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27318.417969 Penalty: 597.310852
	Iteration 5Q: 3 clusters Score -27318.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27333.097656 Penalty: 597.310852
	Iteration 6Q: 3 clusters Score -27333.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27346.923828 Penalty: 597.310852
	Iteration 7Q: 3 clusters Score -27346.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27359.853516 Penalty: 597.310852
	Iteration 8Q: 3 clusters Score -27359.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27368.527344 Penalty: 597.310852
	Iteration 9Q: 3 clusters Score -27368.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27371.966797 Penalty: 597.310852
	Iteration 10Q: 3 clusters Score -27371.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27372.998047 Penalty: 597.310852
	Iteration 11Q: 3 clusters Score -27373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27375.169922 Penalty: 597.310852
	Iteration 12Q: 3 clusters Score -27375.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27376.185547 Penalty: 597.310852
	Iteration 13Q: 3 clusters Score -27376.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27377.787109 Penalty: 597.310852
	Iteration 14Q: 3 clusters Score -27377.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27379.876953 Penalty: 597.310852
	Iteration 15Q: 3 clusters Score -27379.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27380.443359 Penalty: 597.310852
	Iteration 16Q: 3 clusters Score -27380.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27381.353516 Penalty: 597.310852
	Iteration 17Q: 3 clusters Score -27381.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27381.558594 Penalty: 597.310852
	Iteration 18Q: 3 clusters Score -27381.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27381.816406 Penalty: 597.310852
	Iteration 19Q: 3 clusters Score -27381.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27383.187500 Penalty: 597.310852
	Iteration 20F: 3 clusters Score -27383.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27383.576172 Penalty: 597.310852
	Iteration 21Q: 3 clusters Score -27383.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27383.759766 Penalty: 597.310852
	Iteration 22Q: 3 clusters Score -27383.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27383.759766 Penalty: 597.310852
	Iteration 23F: 3 clusters Score -27383.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -51468.761719 Penalty: 330.417694
	Iteration 0F: 2 clusters Score -51468.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -50402.621094 Penalty: 660.835388
	Iteration 0F: 3 clusters Score -50402.62 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -50793.750000 Penalty: 660.835388
	Iteration 1F: 3 clusters Score -50793.75 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -50908.726562 Penalty: 660.835388
	Iteration 2F: 3 clusters Score -50908.73 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -50979.523438 Penalty: 660.835388
	Iteration 3F: 3 clusters Score -50979.52 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -51053.718750 Penalty: 660.835388
	Iteration 4F: 3 clusters Score -51053.72 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -51113.472656 Penalty: 660.835388
	Iteration 5F: 3 clusters Score -51113.47 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -51150.027344 Penalty: 660.835388
	Iteration 6Q: 3 clusters Score -51150.03 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -51173.718750 Penalty: 660.835388
	Iteration 7Q: 3 clusters Score -51173.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -51193.332031 Penalty: 660.835388
	Iteration 8Q: 3 clusters Score -51193.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -51208.656250 Penalty: 660.835388
	Iteration 9Q: 3 clusters Score -51208.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -51224.621094 Penalty: 660.835388
	Iteration 10Q: 3 clusters Score -51224.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -51237.359375 Penalty: 660.835388
	Iteration 11Q: 3 clusters Score -51237.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -51251.484375 Penalty: 660.835388
	Iteration 12Q: 3 clusters Score -51251.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -51260.691406 Penalty: 660.835388
	Iteration 13Q: 3 clusters Score -51260.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -51266.699219 Penalty: 660.835388
	Iteration 14Q: 3 clusters Score -51266.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -51273.679688 Penalty: 660.835388
	Iteration 15Q: 3 clusters Score -51273.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -51281.761719 Penalty: 660.835388
	Iteration 16Q: 3 clusters Score -51281.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -51288.503906 Penalty: 660.835388
	Iteration 17Q: 3 clusters Score -51288.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -51292.156250 Penalty: 660.835388
	Iteration 18Q: 3 clusters Score -51292.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -51295.953125 Penalty: 660.835388
	Iteration 19Q: 3 clusters Score -51295.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -51297.777344 Penalty: 660.835388
	Iteration 20F: 3 clusters Score -51297.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -51299.097656 Penalty: 660.835388
	Iteration 21Q: 3 clusters Score -51299.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -51300.121094 Penalty: 660.835388
	Iteration 22Q: 3 clusters Score -51300.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -51300.425781 Penalty: 660.835388
	Iteration 23Q: 3 clusters Score -51300.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -51302.464844 Penalty: 660.835388
	Iteration 24Q: 3 clusters Score -51302.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -51306.953125 Penalty: 660.835388
	Iteration 25Q: 3 clusters Score -51306.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -51313.031250 Penalty: 660.835388
	Iteration 26Q: 3 clusters Score -51313.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -51314.984375 Penalty: 660.835388
	Iteration 27Q: 3 clusters Score -51314.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -51315.781250 Penalty: 660.835388
	Iteration 28Q: 3 clusters Score -51315.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -51316.066406 Penalty: 660.835388
	Iteration 29Q: 3 clusters Score -51316.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -51316.066406 Penalty: 660.835388
	Iteration 30F: 3 clusters Score -51316.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -6603566.000000 Penalty: 544.947998
	Iteration 0F: 2 clusters Score -6603566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79348 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -6495705.500000 Penalty: 1089.895996
	Iteration 0F: 3 clusters Score -6495706 nChanged 78035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78711 members 
Mstep: Class 2 contains 80324 members 
Entering Unmasked Estep 
Score: -6543312.500000 Penalty: 1089.895996
	Iteration 1F: 3 clusters Score -6543312 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78907 members 
Mstep: Class 2 contains 80128 members 
Entering Unmasked Estep 
Score: -6545190.500000 Penalty: 1089.895996
	Iteration 2Q: 3 clusters Score -6545190 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79071 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -6547672.500000 Penalty: 1089.895996
	Iteration 3Q: 3 clusters Score -6547672 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79016 members 
Mstep: Class 2 contains 80019 members 
Entering Unmasked Estep 
Score: -6550571.000000 Penalty: 1089.895996
	Iteration 4Q: 3 clusters Score -6550571 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78580 members 
Mstep: Class 2 contains 80455 members 
Entering Unmasked Estep 
Score: -6553899.000000 Penalty: 1089.895996
	Iteration 5Q: 3 clusters Score -6553899 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77712 members 
Mstep: Class 2 contains 81323 members 
Entering Unmasked Estep 
Score: -6557272.500000 Penalty: 1089.895996
	Iteration 6Q: 3 clusters Score -6557272 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76474 members 
Mstep: Class 2 contains 82561 members 
Entering Unmasked Estep 
Score: -6560394.000000 Penalty: 1089.895996
	Iteration 7Q: 3 clusters Score -6560394 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74893 members 
Mstep: Class 2 contains 84142 members 
Entering Unmasked Estep 
Score: -6563242.000000 Penalty: 1089.895996
	Iteration 8Q: 3 clusters Score -6563242 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 85796 members 
Entering Unmasked Estep 
Score: -6565637.000000 Penalty: 1089.895996
	Iteration 9Q: 3 clusters Score -6565637 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71487 members 
Mstep: Class 2 contains 87548 members 
Entering Unmasked Estep 
Score: -6567755.500000 Penalty: 1089.895996
	Iteration 10Q: 3 clusters Score -6567756 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69691 members 
Mstep: Class 2 contains 89344 members 
Entering Unmasked Estep 
Score: -6569723.000000 Penalty: 1089.895996
	Iteration 11Q: 3 clusters Score -6569723 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68019 members 
Mstep: Class 2 contains 91016 members 
Entering Unmasked Estep 
Score: -6571826.500000 Penalty: 1089.895996
	Iteration 12Q: 3 clusters Score -6571826 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66402 members 
Mstep: Class 2 contains 92633 members 
Entering Unmasked Estep 
Score: -6574041.000000 Penalty: 1089.895996
	Iteration 13Q: 3 clusters Score -6574041 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65069 members 
Mstep: Class 2 contains 93966 members 
Entering Unmasked Estep 
Score: -6576093.500000 Penalty: 1089.895996
	Iteration 14Q: 3 clusters Score -6576094 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63969 members 
Mstep: Class 2 contains 95066 members 
Entering Unmasked Estep 
Score: -6577629.000000 Penalty: 1089.895996
	Iteration 15Q: 3 clusters Score -6577629 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 95977 members 
Entering Unmasked Estep 
Score: -6578536.000000 Penalty: 1089.895996
	Iteration 16Q: 3 clusters Score -6578536 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62262 members 
Mstep: Class 2 contains 96773 members 
Entering Unmasked Estep 
Score: -6579079.000000 Penalty: 1089.895996
	Iteration 17Q: 3 clusters Score -6579079 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 97464 members 
Entering Unmasked Estep 
Score: -6579361.500000 Penalty: 1089.895996
	Iteration 18Q: 3 clusters Score -6579362 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 98153 members 
Entering Unmasked Estep 
Score: -6579494.500000 Penalty: 1089.895996
	Iteration 19Q: 3 clusters Score -6579494 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 98913 members 
Entering Unmasked Estep 
Score: -6579692.000000 Penalty: 1089.895996
	Iteration 20F: 3 clusters Score -6579692 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 99808 members 
Entering Unmasked Estep 
Score: -6579846.500000 Penalty: 1089.895996
	Iteration 21Q: 3 clusters Score -6579846 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 100766 members 
Entering Unmasked Estep 
Score: -6580089.000000 Penalty: 1089.895996
	Iteration 22Q: 3 clusters Score -6580089 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 101845 members 
Entering Unmasked Estep 
Score: -6580259.500000 Penalty: 1089.895996
	Iteration 23Q: 3 clusters Score -6580260 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 103048 members 
Entering Unmasked Estep 
Score: -6580520.500000 Penalty: 1089.895996
	Iteration 24Q: 3 clusters Score -6580520 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54678 members 
Mstep: Class 2 contains 104357 members 
Entering Unmasked Estep 
Score: -6580743.500000 Penalty: 1089.895996
	Iteration 25Q: 3 clusters Score -6580744 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53290 members 
Mstep: Class 2 contains 105745 members 
Entering Unmasked Estep 
Score: -6581057.000000 Penalty: 1089.895996
	Iteration 26Q: 3 clusters Score -6581057 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Mstep: Class 2 contains 107252 members 
Entering Unmasked Estep 
Score: -6581350.000000 Penalty: 1089.895996
	Iteration 27Q: 3 clusters Score -6581350 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 108898 members 
Entering Unmasked Estep 
Score: -6581717.500000 Penalty: 1089.895996
	Iteration 28Q: 3 clusters Score -6581718 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 110646 members 
Entering Unmasked Estep 
Score: -6582128.500000 Penalty: 1089.895996
	Iteration 29Q: 3 clusters Score -6582128 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 112560 members 
Entering Unmasked Estep 
Score: -6582643.500000 Penalty: 1089.895996
	Iteration 30Q: 3 clusters Score -6582644 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 114680 members 
Entering Unmasked Estep 
Score: -6583241.500000 Penalty: 1089.895996
	Iteration 31Q: 3 clusters Score -6583242 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 116957 members 
Entering Unmasked Estep 
Score: -6583904.000000 Penalty: 1089.895996
	Iteration 32Q: 3 clusters Score -6583904 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 119289 members 
Entering Unmasked Estep 
Score: -6584607.500000 Penalty: 1089.895996
	Iteration 33Q: 3 clusters Score -6584608 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 121674 members 
Entering Unmasked Estep 
Score: -6585383.000000 Penalty: 1089.895996
	Iteration 34Q: 3 clusters Score -6585383 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 124135 members 
Entering Unmasked Estep 
Score: -6586228.000000 Penalty: 1089.895996
	Iteration 35Q: 3 clusters Score -6586228 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 126673 members 
Entering Unmasked Estep 
Score: -6587159.500000 Penalty: 1089.895996
	Iteration 36Q: 3 clusters Score -6587160 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 129337 members 
Entering Unmasked Estep 
Score: -6588246.000000 Penalty: 1089.895996
	Iteration 37Q: 3 clusters Score -6588246 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 132045 members 
Entering Unmasked Estep 
Score: -6589346.500000 Penalty: 1089.895996
	Iteration 38Q: 3 clusters Score -6589346 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 134741 members 
Entering Unmasked Estep 
Score: -6590627.000000 Penalty: 1089.895996
	Iteration 39Q: 3 clusters Score -6590627 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 137325 members 
Entering Unmasked Estep 
Score: -6591896.000000 Penalty: 1089.895996
	Iteration 40F: 3 clusters Score -6591896 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 139804 members 
Entering Unmasked Estep 
Score: -6593100.500000 Penalty: 1089.895996
	Iteration 41Q: 3 clusters Score -6593100 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 142146 members 
Entering Unmasked Estep 
Score: -6594314.000000 Penalty: 1089.895996
	Iteration 42Q: 3 clusters Score -6594314 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 144315 members 
Entering Unmasked Estep 
Score: -6595388.500000 Penalty: 1089.895996
	Iteration 43Q: 3 clusters Score -6595388 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 146316 members 
Entering Unmasked Estep 
Score: -6596469.000000 Penalty: 1089.895996
	Iteration 44Q: 3 clusters Score -6596469 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 148107 members 
Entering Unmasked Estep 
Score: -6597369.500000 Penalty: 1089.895996
	Iteration 45Q: 3 clusters Score -6597370 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 149753 members 
Entering Unmasked Estep 
Score: -6598203.000000 Penalty: 1089.895996
	Iteration 46Q: 3 clusters Score -6598203 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 151198 members 
Entering Unmasked Estep 
Score: -6599005.500000 Penalty: 1089.895996
	Iteration 47Q: 3 clusters Score -6599006 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 152492 members 
Entering Unmasked Estep 
Score: -6599638.500000 Penalty: 1089.895996
	Iteration 48Q: 3 clusters Score -6599638 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 153639 members 
Entering Unmasked Estep 
Score: -6600203.500000 Penalty: 1089.895996
	Iteration 49Q: 3 clusters Score -6600204 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 154675 members 
Entering Unmasked Estep 
Score: -6600768.000000 Penalty: 1089.895996
	Iteration 50Q: 3 clusters Score -6600768 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 155564 members 
Entering Unmasked Estep 
Score: -6601279.500000 Penalty: 1089.895996
	Iteration 51Q: 3 clusters Score -6601280 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 156330 members 
Entering Unmasked Estep 
Score: -6601693.000000 Penalty: 1089.895996
	Iteration 52Q: 3 clusters Score -6601693 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 156974 members 
Entering Unmasked Estep 
Score: -6602067.500000 Penalty: 1089.895996
	Iteration 53Q: 3 clusters Score -6602068 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 157466 members 
Entering Unmasked Estep 
Score: -6602348.500000 Penalty: 1089.895996
	Iteration 54Q: 3 clusters Score -6602348 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 157869 members 
Entering Unmasked Estep 
Score: -6602555.000000 Penalty: 1089.895996
	Iteration 55Q: 3 clusters Score -6602555 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 158163 members 
Entering Unmasked Estep 
Score: -6602718.500000 Penalty: 1089.895996
	Iteration 56Q: 3 clusters Score -6602718 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 158359 members 
Entering Unmasked Estep 
Score: -6602852.500000 Penalty: 1089.895996
	Iteration 57Q: 3 clusters Score -6602852 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 158502 members 
Entering Unmasked Estep 
Score: -6602938.000000 Penalty: 1089.895996
	Iteration 58Q: 3 clusters Score -6602938 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 158605 members 
Entering Unmasked Estep 
Score: -6602989.500000 Penalty: 1089.895996
	Iteration 59Q: 3 clusters Score -6602990 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 158666 members 
Entering Unmasked Estep 
Score: -6603014.000000 Penalty: 1089.895996
	Iteration 60F: 3 clusters Score -6603014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 158710 members 
Entering Unmasked Estep 
Score: -6603030.500000 Penalty: 1089.895996
	Iteration 61Q: 3 clusters Score -6603030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 158748 members 
Entering Unmasked Estep 
Score: -6603047.000000 Penalty: 1089.895996
	Iteration 62Q: 3 clusters Score -6603047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 158778 members 
Entering Unmasked Estep 
Score: -6603075.500000 Penalty: 1089.895996
	Iteration 63Q: 3 clusters Score -6603076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 158803 members 
Entering Unmasked Estep 
Score: -6603079.000000 Penalty: 1089.895996
	Iteration 64Q: 3 clusters Score -6603079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 158821 members 
Entering Unmasked Estep 
Score: -6603094.000000 Penalty: 1089.895996
	Iteration 65Q: 3 clusters Score -6603094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 158830 members 
Entering Unmasked Estep 
Score: -6603095.000000 Penalty: 1089.895996
	Iteration 66Q: 3 clusters Score -6603095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 158840 members 
Entering Unmasked Estep 
Score: -6603099.000000 Penalty: 1089.895996
	Iteration 67Q: 3 clusters Score -6603099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 158850 members 
Entering Unmasked Estep 
Score: -6603105.000000 Penalty: 1089.895996
	Iteration 68Q: 3 clusters Score -6603105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 158856 members 
Entering Unmasked Estep 
Score: -6603109.500000 Penalty: 1089.895996
	Iteration 69Q: 3 clusters Score -6603110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 158862 members 
Entering Unmasked Estep 
Score: -6603108.500000 Penalty: 1089.895996
	Iteration 70Q: 3 clusters Score -6603108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 158867 members 
Entering Unmasked Estep 
Score: -6603113.500000 Penalty: 1089.895996
	Iteration 71Q: 3 clusters Score -6603114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 158868 members 
Entering Unmasked Estep 
Score: -6603116.500000 Penalty: 1089.895996
	Iteration 72Q: 3 clusters Score -6603116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 158869 members 
Entering Unmasked Estep 
Score: -6603115.000000 Penalty: 1089.895996
	Iteration 73Q: 3 clusters Score -6603115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 158869 members 
Entering Unmasked Estep 
Score: -6603115.000000 Penalty: 1089.895996
	Iteration 74F: 3 clusters Score -6603115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Entering Unmasked Estep 
Score: -511647.937500 Penalty: 431.471191
	Iteration 0F: 2 clusters Score -511647.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -502876.468750 Penalty: 862.942383
	Iteration 0F: 3 clusters Score -502876.5 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -506491.843750 Penalty: 862.942383
	Iteration 1F: 3 clusters Score -506491.8 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -506842.281250 Penalty: 862.942383
	Iteration 2F: 3 clusters Score -506842.3 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -507253.531250 Penalty: 862.942383
	Iteration 3F: 3 clusters Score -507253.5 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -507835.750000 Penalty: 862.942383
	Iteration 4F: 3 clusters Score -507835.8 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -508597.093750 Penalty: 862.942383
	Iteration 5F: 3 clusters Score -508597.1 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -509281.156250 Penalty: 862.942383
	Iteration 6F: 3 clusters Score -509281.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -509695.531250 Penalty: 862.942383
	Iteration 7F: 3 clusters Score -509695.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -509885.562500 Penalty: 862.942383
	Iteration 8Q: 3 clusters Score -509885.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -509995.812500 Penalty: 862.942383
	Iteration 9Q: 3 clusters Score -509995.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -510090.468750 Penalty: 862.942383
	Iteration 10Q: 3 clusters Score -510090.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -510173.156250 Penalty: 862.942383
	Iteration 11Q: 3 clusters Score -510173.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -510243.062500 Penalty: 862.942383
	Iteration 12Q: 3 clusters Score -510243.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -510299.437500 Penalty: 862.942383
	Iteration 13Q: 3 clusters Score -510299.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -510340.687500 Penalty: 862.942383
	Iteration 14Q: 3 clusters Score -510340.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -510373.218750 Penalty: 862.942383
	Iteration 15Q: 3 clusters Score -510373.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -510393.750000 Penalty: 862.942383
	Iteration 16Q: 3 clusters Score -510393.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -510413.843750 Penalty: 862.942383
	Iteration 17Q: 3 clusters Score -510413.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -510433.093750 Penalty: 862.942383
	Iteration 18Q: 3 clusters Score -510433.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -510448.968750 Penalty: 862.942383
	Iteration 19Q: 3 clusters Score -510449 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -510460.031250 Penalty: 862.942383
	Iteration 20F: 3 clusters Score -510460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -510466.687500 Penalty: 862.942383
	Iteration 21Q: 3 clusters Score -510466.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -510470.625000 Penalty: 862.942383
	Iteration 22Q: 3 clusters Score -510470.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -510472.875000 Penalty: 862.942383
	Iteration 23Q: 3 clusters Score -510472.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -510476.906250 Penalty: 862.942383
	Iteration 24Q: 3 clusters Score -510476.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -510478.687500 Penalty: 862.942383
	Iteration 25Q: 3 clusters Score -510478.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -510479.031250 Penalty: 862.942383
	Iteration 26Q: 3 clusters Score -510479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -510482.312500 Penalty: 862.942383
	Iteration 27Q: 3 clusters Score -510482.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -510483.656250 Penalty: 862.942383
	Iteration 28Q: 3 clusters Score -510483.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -510484.218750 Penalty: 862.942383
	Iteration 29Q: 3 clusters Score -510484.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -510486.468750 Penalty: 862.942383
	Iteration 30Q: 3 clusters Score -510486.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -510490.156250 Penalty: 862.942383
	Iteration 31Q: 3 clusters Score -510490.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -510493.750000 Penalty: 862.942383
	Iteration 32Q: 3 clusters Score -510493.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -510496.000000 Penalty: 862.942383
	Iteration 33Q: 3 clusters Score -510496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -510497.187500 Penalty: 862.942383
	Iteration 34Q: 3 clusters Score -510497.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -510498.000000 Penalty: 862.942383
	Iteration 35Q: 3 clusters Score -510498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -510500.062500 Penalty: 862.942383
	Iteration 36Q: 3 clusters Score -510500.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -510500.875000 Penalty: 862.942383
	Iteration 37Q: 3 clusters Score -510500.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -510501.031250 Penalty: 862.942383
	Iteration 38Q: 3 clusters Score -510501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -510501.093750 Penalty: 862.942383
	Iteration 39Q: 3 clusters Score -510501.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -510501.000000 Penalty: 862.942383
	Iteration 40F: 3 clusters Score -510501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -510502.312500 Penalty: 862.942383
	Iteration 41Q: 3 clusters Score -510502.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -510502.812500 Penalty: 862.942383
	Iteration 42Q: 3 clusters Score -510502.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -510503.187500 Penalty: 862.942383
	Iteration 43Q: 3 clusters Score -510503.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -510503.593750 Penalty: 862.942383
	Iteration 44Q: 3 clusters Score -510503.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -510504.125000 Penalty: 862.942383
	Iteration 45Q: 3 clusters Score -510504.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -510503.406250 Penalty: 862.942383
	Iteration 46Q: 3 clusters Score -510503.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -510503.843750 Penalty: 862.942383
	Iteration 47Q: 3 clusters Score -510503.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -510504.406250 Penalty: 862.942383
	Iteration 48Q: 3 clusters Score -510504.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -510505.218750 Penalty: 862.942383
	Iteration 49Q: 3 clusters Score -510505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -510505.531250 Penalty: 862.942383
	Iteration 50Q: 3 clusters Score -510505.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -510505.187500 Penalty: 862.942383
	Iteration 51Q: 3 clusters Score -510505.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -510505.281250 Penalty: 862.942383
	Iteration 52Q: 3 clusters Score -510505.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -510505.281250 Penalty: 862.942383
	Iteration 53F: 3 clusters Score -510505.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Entering Unmasked Estep 
Score: -88943.468750 Penalty: 349.678589
	Iteration 0F: 2 clusters Score -88943.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -87342.562500 Penalty: 699.357178
	Iteration 0F: 3 clusters Score -87342.56 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -87864.046875 Penalty: 699.357178
	Iteration 1F: 3 clusters Score -87864.05 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -87935.234375 Penalty: 699.357178
	Iteration 2F: 3 clusters Score -87935.23 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -87982.453125 Penalty: 699.357178
	Iteration 3F: 3 clusters Score -87982.45 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -88027.921875 Penalty: 699.357178
	Iteration 4Q: 3 clusters Score -88027.92 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -88075.429688 Penalty: 699.357178
	Iteration 5Q: 3 clusters Score -88075.43 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -88146.234375 Penalty: 699.357178
	Iteration 6Q: 3 clusters Score -88146.23 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -88233.640625 Penalty: 699.357178
	Iteration 7F: 3 clusters Score -88233.64 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88324.578125 Penalty: 699.357178
	Iteration 8F: 3 clusters Score -88324.58 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88404.937500 Penalty: 699.357178
	Iteration 9Q: 3 clusters Score -88404.94 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -88456.242188 Penalty: 699.357178
	Iteration 10Q: 3 clusters Score -88456.24 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -88506.007812 Penalty: 699.357178
	Iteration 11Q: 3 clusters Score -88506.01 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -88555.828125 Penalty: 699.357178
	Iteration 12Q: 3 clusters Score -88555.83 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -88592.726562 Penalty: 699.357178
	Iteration 13Q: 3 clusters Score -88592.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -88623.859375 Penalty: 699.357178
	Iteration 14Q: 3 clusters Score -88623.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -88641.578125 Penalty: 699.357178
	Iteration 15Q: 3 clusters Score -88641.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -88655.921875 Penalty: 699.357178
	Iteration 16Q: 3 clusters Score -88655.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -88664.070312 Penalty: 699.357178
	Iteration 17Q: 3 clusters Score -88664.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -88669.687500 Penalty: 699.357178
	Iteration 18Q: 3 clusters Score -88669.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -88673.882812 Penalty: 699.357178
	Iteration 19Q: 3 clusters Score -88673.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -88676.375000 Penalty: 699.357178
	Iteration 20F: 3 clusters Score -88676.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -88677.023438 Penalty: 699.357178
	Iteration 21Q: 3 clusters Score -88677.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -88677.023438 Penalty: 699.357178
	Iteration 22F: 3 clusters Score -88677.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Entering Unmasked Estep 
Score: -216183.421875 Penalty: 391.286102
	Iteration 0F: 2 clusters Score -216183.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -212518.500000 Penalty: 782.572205
	Iteration 0F: 3 clusters Score -212518.5 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -213994.093750 Penalty: 782.572205
	Iteration 1F: 3 clusters Score -213994.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -214205.812500 Penalty: 782.572205
	Iteration 2F: 3 clusters Score -214205.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -214439.578125 Penalty: 782.572205
	Iteration 3F: 3 clusters Score -214439.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -214717.015625 Penalty: 782.572205
	Iteration 4F: 3 clusters Score -214717 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -214977.218750 Penalty: 782.572205
	Iteration 5F: 3 clusters Score -214977.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -215204.250000 Penalty: 782.572205
	Iteration 6F: 3 clusters Score -215204.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -215344.765625 Penalty: 782.572205
	Iteration 7Q: 3 clusters Score -215344.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -215441.218750 Penalty: 782.572205
	Iteration 8Q: 3 clusters Score -215441.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -215503.796875 Penalty: 782.572205
	Iteration 9Q: 3 clusters Score -215503.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -215549.125000 Penalty: 782.572205
	Iteration 10Q: 3 clusters Score -215549.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -215594.875000 Penalty: 782.572205
	Iteration 11Q: 3 clusters Score -215594.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -215657.109375 Penalty: 782.572205
	Iteration 12Q: 3 clusters Score -215657.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -215703.609375 Penalty: 782.572205
	Iteration 13Q: 3 clusters Score -215703.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -215746.812500 Penalty: 782.572205
	Iteration 14Q: 3 clusters Score -215746.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -215781.453125 Penalty: 782.572205
	Iteration 15Q: 3 clusters Score -215781.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -215808.390625 Penalty: 782.572205
	Iteration 16Q: 3 clusters Score -215808.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -215822.203125 Penalty: 782.572205
	Iteration 17Q: 3 clusters Score -215822.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -215829.171875 Penalty: 782.572205
	Iteration 18Q: 3 clusters Score -215829.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -215833.500000 Penalty: 782.572205
	Iteration 19Q: 3 clusters Score -215833.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -215838.562500 Penalty: 782.572205
	Iteration 20F: 3 clusters Score -215838.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -215841.593750 Penalty: 782.572205
	Iteration 21Q: 3 clusters Score -215841.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -215842.406250 Penalty: 782.572205
	Iteration 22Q: 3 clusters Score -215842.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -215843.937500 Penalty: 782.572205
	Iteration 23Q: 3 clusters Score -215843.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -215845.343750 Penalty: 782.572205
	Iteration 24Q: 3 clusters Score -215845.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -215845.484375 Penalty: 782.572205
	Iteration 25Q: 3 clusters Score -215845.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -215846.250000 Penalty: 782.572205
	Iteration 26Q: 3 clusters Score -215846.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -215846.656250 Penalty: 782.572205
	Iteration 27Q: 3 clusters Score -215846.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -215847.062500 Penalty: 782.572205
	Iteration 28Q: 3 clusters Score -215847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -215847.296875 Penalty: 782.572205
	Iteration 29Q: 3 clusters Score -215847.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -215847.390625 Penalty: 782.572205
	Iteration 30Q: 3 clusters Score -215847.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -215847.390625 Penalty: 782.572205
	Iteration 31F: 3 clusters Score -215847.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Entering Unmasked Estep 
Score: -174587.593750 Penalty: 381.684845
	Iteration 0F: 2 clusters Score -174587.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -171650.484375 Penalty: 763.369690
	Iteration 0F: 3 clusters Score -171650.5 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -172884.890625 Penalty: 763.369690
	Iteration 1F: 3 clusters Score -172884.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -173163.250000 Penalty: 763.369690
	Iteration 2F: 3 clusters Score -173163.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -173419.265625 Penalty: 763.369690
	Iteration 3F: 3 clusters Score -173419.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -173598.796875 Penalty: 763.369690
	Iteration 4F: 3 clusters Score -173598.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -173745.593750 Penalty: 763.369690
	Iteration 5F: 3 clusters Score -173745.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -173877.562500 Penalty: 763.369690
	Iteration 6Q: 3 clusters Score -173877.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -173990.984375 Penalty: 763.369690
	Iteration 7Q: 3 clusters Score -173991 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -174051.953125 Penalty: 763.369690
	Iteration 8Q: 3 clusters Score -174052 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -174100.250000 Penalty: 763.369690
	Iteration 9Q: 3 clusters Score -174100.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -174135.406250 Penalty: 763.369690
	Iteration 10Q: 3 clusters Score -174135.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -174167.859375 Penalty: 763.369690
	Iteration 11Q: 3 clusters Score -174167.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -174186.890625 Penalty: 763.369690
	Iteration 12Q: 3 clusters Score -174186.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -174197.531250 Penalty: 763.369690
	Iteration 13Q: 3 clusters Score -174197.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -174208.390625 Penalty: 763.369690
	Iteration 14Q: 3 clusters Score -174208.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -174226.859375 Penalty: 763.369690
	Iteration 15Q: 3 clusters Score -174226.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -174251.078125 Penalty: 763.369690
	Iteration 16Q: 3 clusters Score -174251.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -174268.984375 Penalty: 763.369690
	Iteration 17Q: 3 clusters Score -174269 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -174283.953125 Penalty: 763.369690
	Iteration 18Q: 3 clusters Score -174284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -174291.890625 Penalty: 763.369690
	Iteration 19Q: 3 clusters Score -174291.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -174303.781250 Penalty: 763.369690
	Iteration 20F: 3 clusters Score -174303.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -174318.781250 Penalty: 763.369690
	Iteration 21Q: 3 clusters Score -174318.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -174341.984375 Penalty: 763.369690
	Iteration 22Q: 3 clusters Score -174342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -174360.140625 Penalty: 763.369690
	Iteration 23Q: 3 clusters Score -174360.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -174374.671875 Penalty: 763.369690
	Iteration 24Q: 3 clusters Score -174374.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -174390.515625 Penalty: 763.369690
	Iteration 25Q: 3 clusters Score -174390.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -174400.140625 Penalty: 763.369690
	Iteration 26Q: 3 clusters Score -174400.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -174408.625000 Penalty: 763.369690
	Iteration 27Q: 3 clusters Score -174408.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -174416.187500 Penalty: 763.369690
	Iteration 28Q: 3 clusters Score -174416.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -174423.343750 Penalty: 763.369690
	Iteration 29Q: 3 clusters Score -174423.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -174429.156250 Penalty: 763.369690
	Iteration 30Q: 3 clusters Score -174429.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -174431.687500 Penalty: 763.369690
	Iteration 31Q: 3 clusters Score -174431.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -174432.937500 Penalty: 763.369690
	Iteration 32Q: 3 clusters Score -174432.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -174433.125000 Penalty: 763.369690
	Iteration 33Q: 3 clusters Score -174433.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -174433.062500 Penalty: 763.369690
	Iteration 34Q: 3 clusters Score -174433.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -174433.062500 Penalty: 763.369690
	Iteration 35F: 3 clusters Score -174433.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Entering Unmasked Estep 
Score: -136293.625000 Penalty: 371.134277
	Iteration 0F: 2 clusters Score -136293.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -133876.109375 Penalty: 742.268555
	Iteration 0F: 3 clusters Score -133876.1 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -134776.171875 Penalty: 742.268555
	Iteration 1F: 3 clusters Score -134776.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -134916.515625 Penalty: 742.268555
	Iteration 2F: 3 clusters Score -134916.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -135062.343750 Penalty: 742.268555
	Iteration 3F: 3 clusters Score -135062.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -135194.125000 Penalty: 742.268555
	Iteration 4F: 3 clusters Score -135194.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -135301.453125 Penalty: 742.268555
	Iteration 5F: 3 clusters Score -135301.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -135389.875000 Penalty: 742.268555
	Iteration 6Q: 3 clusters Score -135389.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -135475.890625 Penalty: 742.268555
	Iteration 7Q: 3 clusters Score -135475.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -135532.578125 Penalty: 742.268555
	Iteration 8Q: 3 clusters Score -135532.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -135584.953125 Penalty: 742.268555
	Iteration 9Q: 3 clusters Score -135585 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -135647.703125 Penalty: 742.268555
	Iteration 10Q: 3 clusters Score -135647.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -135695.109375 Penalty: 742.268555
	Iteration 11Q: 3 clusters Score -135695.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -135727.187500 Penalty: 742.268555
	Iteration 12Q: 3 clusters Score -135727.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -135747.640625 Penalty: 742.268555
	Iteration 13Q: 3 clusters Score -135747.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -135766.859375 Penalty: 742.268555
	Iteration 14Q: 3 clusters Score -135766.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -135789.718750 Penalty: 742.268555
	Iteration 15Q: 3 clusters Score -135789.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -135816.093750 Penalty: 742.268555
	Iteration 16Q: 3 clusters Score -135816.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -135835.500000 Penalty: 742.268555
	Iteration 17Q: 3 clusters Score -135835.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -135854.203125 Penalty: 742.268555
	Iteration 18Q: 3 clusters Score -135854.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -135870.687500 Penalty: 742.268555
	Iteration 19Q: 3 clusters Score -135870.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -135886.046875 Penalty: 742.268555
	Iteration 20F: 3 clusters Score -135886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -135893.000000 Penalty: 742.268555
	Iteration 21Q: 3 clusters Score -135893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -135902.531250 Penalty: 742.268555
	Iteration 22Q: 3 clusters Score -135902.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -135911.328125 Penalty: 742.268555
	Iteration 23Q: 3 clusters Score -135911.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -135922.078125 Penalty: 742.268555
	Iteration 24Q: 3 clusters Score -135922.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -135932.484375 Penalty: 742.268555
	Iteration 25Q: 3 clusters Score -135932.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -135940.234375 Penalty: 742.268555
	Iteration 26Q: 3 clusters Score -135940.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -135945.078125 Penalty: 742.268555
	Iteration 27Q: 3 clusters Score -135945.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -135946.890625 Penalty: 742.268555
	Iteration 28Q: 3 clusters Score -135946.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -135948.265625 Penalty: 742.268555
	Iteration 29Q: 3 clusters Score -135948.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -135949.437500 Penalty: 742.268555
	Iteration 30Q: 3 clusters Score -135949.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -135950.515625 Penalty: 742.268555
	Iteration 31Q: 3 clusters Score -135950.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -135952.578125 Penalty: 742.268555
	Iteration 32Q: 3 clusters Score -135952.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -135958.687500 Penalty: 742.268555
	Iteration 33Q: 3 clusters Score -135958.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -135967.140625 Penalty: 742.268555
	Iteration 34Q: 3 clusters Score -135967.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -135973.437500 Penalty: 742.268555
	Iteration 35Q: 3 clusters Score -135973.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -135978.921875 Penalty: 742.268555
	Iteration 36Q: 3 clusters Score -135978.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -135982.609375 Penalty: 742.268555
	Iteration 37Q: 3 clusters Score -135982.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -135985.296875 Penalty: 742.268555
	Iteration 38Q: 3 clusters Score -135985.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -135987.140625 Penalty: 742.268555
	Iteration 39Q: 3 clusters Score -135987.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -135988.578125 Penalty: 742.268555
	Iteration 40F: 3 clusters Score -135988.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -135990.296875 Penalty: 742.268555
	Iteration 41Q: 3 clusters Score -135990.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -135991.250000 Penalty: 742.268555
	Iteration 42Q: 3 clusters Score -135991.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -135991.250000 Penalty: 742.268555
	Iteration 43F: 3 clusters Score -135991.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Entering Unmasked Estep 
Score: -242762.609375 Penalty: 395.032349
	Iteration 0F: 2 clusters Score -242762.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -238849.375000 Penalty: 790.064697
	Iteration 0F: 3 clusters Score -238849.4 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -240674.093750 Penalty: 790.064697
	Iteration 1F: 3 clusters Score -240674.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -241060.640625 Penalty: 790.064697
	Iteration 2F: 3 clusters Score -241060.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -241434.093750 Penalty: 790.064697
	Iteration 3F: 3 clusters Score -241434.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -241746.687500 Penalty: 790.064697
	Iteration 4F: 3 clusters Score -241746.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -241969.765625 Penalty: 790.064697
	Iteration 5Q: 3 clusters Score -241969.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -242091.984375 Penalty: 790.064697
	Iteration 6Q: 3 clusters Score -242092 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -242194.281250 Penalty: 790.064697
	Iteration 7Q: 3 clusters Score -242194.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -242248.515625 Penalty: 790.064697
	Iteration 8Q: 3 clusters Score -242248.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -242281.234375 Penalty: 790.064697
	Iteration 9Q: 3 clusters Score -242281.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -242300.437500 Penalty: 790.064697
	Iteration 10Q: 3 clusters Score -242300.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -242318.875000 Penalty: 790.064697
	Iteration 11Q: 3 clusters Score -242318.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -242337.031250 Penalty: 790.064697
	Iteration 12Q: 3 clusters Score -242337 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -242348.109375 Penalty: 790.064697
	Iteration 13Q: 3 clusters Score -242348.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -242355.203125 Penalty: 790.064697
	Iteration 14Q: 3 clusters Score -242355.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -242362.640625 Penalty: 790.064697
	Iteration 15Q: 3 clusters Score -242362.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -242368.281250 Penalty: 790.064697
	Iteration 16Q: 3 clusters Score -242368.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -242372.015625 Penalty: 790.064697
	Iteration 17Q: 3 clusters Score -242372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -242375.828125 Penalty: 790.064697
	Iteration 18Q: 3 clusters Score -242375.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -242380.687500 Penalty: 790.064697
	Iteration 19Q: 3 clusters Score -242380.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -242383.890625 Penalty: 790.064697
	Iteration 20F: 3 clusters Score -242383.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -242386.265625 Penalty: 790.064697
	Iteration 21Q: 3 clusters Score -242386.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -242388.250000 Penalty: 790.064697
	Iteration 22Q: 3 clusters Score -242388.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -242390.203125 Penalty: 790.064697
	Iteration 23Q: 3 clusters Score -242390.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -242392.000000 Penalty: 790.064697
	Iteration 24Q: 3 clusters Score -242392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -242393.031250 Penalty: 790.064697
	Iteration 25Q: 3 clusters Score -242393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -242394.609375 Penalty: 790.064697
	Iteration 26Q: 3 clusters Score -242394.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -242395.718750 Penalty: 790.064697
	Iteration 27Q: 3 clusters Score -242395.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -242396.781250 Penalty: 790.064697
	Iteration 28Q: 3 clusters Score -242396.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -242398.328125 Penalty: 790.064697
	Iteration 29Q: 3 clusters Score -242398.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -242400.906250 Penalty: 790.064697
	Iteration 30Q: 3 clusters Score -242400.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -242405.484375 Penalty: 790.064697
	Iteration 31Q: 3 clusters Score -242405.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -242409.859375 Penalty: 790.064697
	Iteration 32Q: 3 clusters Score -242409.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -242414.421875 Penalty: 790.064697
	Iteration 33Q: 3 clusters Score -242414.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -242419.328125 Penalty: 790.064697
	Iteration 34Q: 3 clusters Score -242419.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -242423.671875 Penalty: 790.064697
	Iteration 35Q: 3 clusters Score -242423.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -242428.734375 Penalty: 790.064697
	Iteration 36Q: 3 clusters Score -242428.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -242433.937500 Penalty: 790.064697
	Iteration 37Q: 3 clusters Score -242433.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -242436.296875 Penalty: 790.064697
	Iteration 38Q: 3 clusters Score -242436.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -242439.703125 Penalty: 790.064697
	Iteration 39Q: 3 clusters Score -242439.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -242443.500000 Penalty: 790.064697
	Iteration 40F: 3 clusters Score -242443.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -242446.296875 Penalty: 790.064697
	Iteration 41Q: 3 clusters Score -242446.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -242448.515625 Penalty: 790.064697
	Iteration 42Q: 3 clusters Score -242448.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -242451.625000 Penalty: 790.064697
	Iteration 43Q: 3 clusters Score -242451.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -242454.968750 Penalty: 790.064697
	Iteration 44Q: 3 clusters Score -242455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -242458.421875 Penalty: 790.064697
	Iteration 45Q: 3 clusters Score -242458.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -242459.250000 Penalty: 790.064697
	Iteration 46Q: 3 clusters Score -242459.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -242460.109375 Penalty: 790.064697
	Iteration 47Q: 3 clusters Score -242460.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -242460.250000 Penalty: 790.064697
	Iteration 48Q: 3 clusters Score -242460.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -242462.906250 Penalty: 790.064697
	Iteration 49Q: 3 clusters Score -242462.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -242465.203125 Penalty: 790.064697
	Iteration 50Q: 3 clusters Score -242465.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -242465.203125 Penalty: 790.064697
	Iteration 51F: 3 clusters Score -242465.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Entering Unmasked Estep 
Score: -248935.703125 Penalty: 398.026184
	Iteration 0F: 2 clusters Score -248935.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -244685.234375 Penalty: 796.052368
	Iteration 0F: 3 clusters Score -244685.2 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -246287.828125 Penalty: 796.052368
	Iteration 1F: 3 clusters Score -246287.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -246502.921875 Penalty: 796.052368
	Iteration 2F: 3 clusters Score -246502.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -246760.671875 Penalty: 796.052368
	Iteration 3F: 3 clusters Score -246760.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -247067.140625 Penalty: 796.052368
	Iteration 4F: 3 clusters Score -247067.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -247364.531250 Penalty: 796.052368
	Iteration 5F: 3 clusters Score -247364.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -247648.359375 Penalty: 796.052368
	Iteration 6F: 3 clusters Score -247648.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -247869.734375 Penalty: 796.052368
	Iteration 7Q: 3 clusters Score -247869.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -248041.093750 Penalty: 796.052368
	Iteration 8Q: 3 clusters Score -248041.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -248154.015625 Penalty: 796.052368
	Iteration 9Q: 3 clusters Score -248154 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -248234.312500 Penalty: 796.052368
	Iteration 10Q: 3 clusters Score -248234.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -248306.734375 Penalty: 796.052368
	Iteration 11Q: 3 clusters Score -248306.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -248369.109375 Penalty: 796.052368
	Iteration 12Q: 3 clusters Score -248369.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -248423.390625 Penalty: 796.052368
	Iteration 13Q: 3 clusters Score -248423.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -248472.734375 Penalty: 796.052368
	Iteration 14Q: 3 clusters Score -248472.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -248522.015625 Penalty: 796.052368
	Iteration 15Q: 3 clusters Score -248522 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -248585.687500 Penalty: 796.052368
	Iteration 16Q: 3 clusters Score -248585.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -248642.906250 Penalty: 796.052368
	Iteration 17Q: 3 clusters Score -248642.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -248685.453125 Penalty: 796.052368
	Iteration 18Q: 3 clusters Score -248685.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -248714.625000 Penalty: 796.052368
	Iteration 19Q: 3 clusters Score -248714.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -248745.875000 Penalty: 796.052368
	Iteration 20F: 3 clusters Score -248745.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -248768.484375 Penalty: 796.052368
	Iteration 21Q: 3 clusters Score -248768.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -248779.171875 Penalty: 796.052368
	Iteration 22Q: 3 clusters Score -248779.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -248789.937500 Penalty: 796.052368
	Iteration 23Q: 3 clusters Score -248789.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -248801.140625 Penalty: 796.052368
	Iteration 24Q: 3 clusters Score -248801.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -248810.484375 Penalty: 796.052368
	Iteration 25Q: 3 clusters Score -248810.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -248818.781250 Penalty: 796.052368
	Iteration 26Q: 3 clusters Score -248818.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -248827.203125 Penalty: 796.052368
	Iteration 27Q: 3 clusters Score -248827.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -248834.515625 Penalty: 796.052368
	Iteration 28Q: 3 clusters Score -248834.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -248836.718750 Penalty: 796.052368
	Iteration 29Q: 3 clusters Score -248836.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -248840.828125 Penalty: 796.052368
	Iteration 30Q: 3 clusters Score -248840.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -248842.484375 Penalty: 796.052368
	Iteration 31Q: 3 clusters Score -248842.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -248842.500000 Penalty: 796.052368
	Iteration 32Q: 3 clusters Score -248842.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -248843.671875 Penalty: 796.052368
	Iteration 33Q: 3 clusters Score -248843.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -248843.656250 Penalty: 796.052368
	Iteration 34Q: 3 clusters Score -248843.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -248843.656250 Penalty: 796.052368
	Iteration 35F: 3 clusters Score -248843.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Entering Unmasked Estep 
Score: -1084703.750000 Penalty: 463.493591
	Iteration 0F: 2 clusters Score -1084704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1066966.000000 Penalty: 926.987183
	Iteration 0F: 3 clusters Score -1066966 nChanged 12609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1074317.750000 Penalty: 926.987183
	Iteration 1F: 3 clusters Score -1074318 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1074735.125000 Penalty: 926.987183
	Iteration 2Q: 3 clusters Score -1074735 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1075354.875000 Penalty: 926.987183
	Iteration 3Q: 3 clusters Score -1075355 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1076188.875000 Penalty: 926.987183
	Iteration 4F: 3 clusters Score -1076189 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1077131.500000 Penalty: 926.987183
	Iteration 5F: 3 clusters Score -1077132 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1078054.000000 Penalty: 926.987183
	Iteration 6F: 3 clusters Score -1078054 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1078875.250000 Penalty: 926.987183
	Iteration 7F: 3 clusters Score -1078875 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1079565.875000 Penalty: 926.987183
	Iteration 8Q: 3 clusters Score -1079566 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1080136.250000 Penalty: 926.987183
	Iteration 9Q: 3 clusters Score -1080136 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1080571.125000 Penalty: 926.987183
	Iteration 10Q: 3 clusters Score -1080571 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1080925.875000 Penalty: 926.987183
	Iteration 11Q: 3 clusters Score -1080926 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1081190.750000 Penalty: 926.987183
	Iteration 12Q: 3 clusters Score -1081191 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1081396.375000 Penalty: 926.987183
	Iteration 13Q: 3 clusters Score -1081396 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1081598.750000 Penalty: 926.987183
	Iteration 14Q: 3 clusters Score -1081599 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1081790.125000 Penalty: 926.987183
	Iteration 15Q: 3 clusters Score -1081790 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1081955.625000 Penalty: 926.987183
	Iteration 16Q: 3 clusters Score -1081956 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1082123.375000 Penalty: 926.987183
	Iteration 17Q: 3 clusters Score -1082123 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1082317.750000 Penalty: 926.987183
	Iteration 18Q: 3 clusters Score -1082318 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1082532.125000 Penalty: 926.987183
	Iteration 19Q: 3 clusters Score -1082532 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1082732.125000 Penalty: 926.987183
	Iteration 20F: 3 clusters Score -1082732 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1082946.125000 Penalty: 926.987183
	Iteration 21Q: 3 clusters Score -1082946 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1083125.125000 Penalty: 926.987183
	Iteration 22Q: 3 clusters Score -1083125 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1083298.625000 Penalty: 926.987183
	Iteration 23Q: 3 clusters Score -1083299 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1083460.875000 Penalty: 926.987183
	Iteration 24Q: 3 clusters Score -1083461 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1083604.500000 Penalty: 926.987183
	Iteration 25Q: 3 clusters Score -1083604 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1083748.375000 Penalty: 926.987183
	Iteration 26Q: 3 clusters Score -1083748 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1083886.375000 Penalty: 926.987183
	Iteration 27Q: 3 clusters Score -1083886 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1084010.625000 Penalty: 926.987183
	Iteration 28Q: 3 clusters Score -1084011 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1084097.125000 Penalty: 926.987183
	Iteration 29Q: 3 clusters Score -1084097 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1084156.375000 Penalty: 926.987183
	Iteration 30Q: 3 clusters Score -1084156 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1084202.625000 Penalty: 926.987183
	Iteration 31Q: 3 clusters Score -1084203 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1084236.375000 Penalty: 926.987183
	Iteration 32Q: 3 clusters Score -1084236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1084259.000000 Penalty: 926.987183
	Iteration 33Q: 3 clusters Score -1084259 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1084274.000000 Penalty: 926.987183
	Iteration 34Q: 3 clusters Score -1084274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1084289.750000 Penalty: 926.987183
	Iteration 35Q: 3 clusters Score -1084290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1084294.750000 Penalty: 926.987183
	Iteration 36Q: 3 clusters Score -1084295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1084302.375000 Penalty: 926.987183
	Iteration 37Q: 3 clusters Score -1084302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1084306.750000 Penalty: 926.987183
	Iteration 38Q: 3 clusters Score -1084307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1084312.125000 Penalty: 926.987183
	Iteration 39Q: 3 clusters Score -1084312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1084316.625000 Penalty: 926.987183
	Iteration 40F: 3 clusters Score -1084317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1084320.375000 Penalty: 926.987183
	Iteration 41Q: 3 clusters Score -1084320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1084322.000000 Penalty: 926.987183
	Iteration 42Q: 3 clusters Score -1084322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1084321.625000 Penalty: 926.987183
	Iteration 43Q: 3 clusters Score -1084322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1084322.625000 Penalty: 926.987183
	Iteration 44Q: 3 clusters Score -1084323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1084324.625000 Penalty: 926.987183
	Iteration 45Q: 3 clusters Score -1084325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1084325.000000 Penalty: 926.987183
	Iteration 46Q: 3 clusters Score -1084325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1084326.250000 Penalty: 926.987183
	Iteration 47Q: 3 clusters Score -1084326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1084324.875000 Penalty: 926.987183
	Iteration 48Q: 3 clusters Score -1084325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1084326.250000 Penalty: 926.987183
	Iteration 49Q: 3 clusters Score -1084326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1084326.875000 Penalty: 926.987183
	Iteration 50Q: 3 clusters Score -1084327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1084325.875000 Penalty: 926.987183
	Iteration 51Q: 3 clusters Score -1084326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1084326.250000 Penalty: 926.987183
	Iteration 52Q: 3 clusters Score -1084326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1084326.250000 Penalty: 926.987183
	Iteration 53F: 3 clusters Score -1084326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -85614.632812 Penalty: 347.163910
	Iteration 0F: 2 clusters Score -85614.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -84168.648438 Penalty: 694.327820
	Iteration 0F: 3 clusters Score -84168.65 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -84683.007812 Penalty: 694.327820
	Iteration 1F: 3 clusters Score -84683.01 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -84753.757812 Penalty: 694.327820
	Iteration 2F: 3 clusters Score -84753.76 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -84821.789062 Penalty: 694.327820
	Iteration 3Q: 3 clusters Score -84821.79 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -84889.039062 Penalty: 694.327820
	Iteration 4Q: 3 clusters Score -84889.04 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -84949.398438 Penalty: 694.327820
	Iteration 5Q: 3 clusters Score -84949.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -85001.835938 Penalty: 694.327820
	Iteration 6Q: 3 clusters Score -85001.84 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -85043.960938 Penalty: 694.327820
	Iteration 7Q: 3 clusters Score -85043.96 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -85080.023438 Penalty: 694.327820
	Iteration 8Q: 3 clusters Score -85080.02 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -85114.726562 Penalty: 694.327820
	Iteration 9Q: 3 clusters Score -85114.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -85146.906250 Penalty: 694.327820
	Iteration 10Q: 3 clusters Score -85146.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -85181.343750 Penalty: 694.327820
	Iteration 11Q: 3 clusters Score -85181.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -85219.492188 Penalty: 694.327820
	Iteration 12Q: 3 clusters Score -85219.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -85250.750000 Penalty: 694.327820
	Iteration 13Q: 3 clusters Score -85250.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -85267.375000 Penalty: 694.327820
	Iteration 14Q: 3 clusters Score -85267.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -85274.945312 Penalty: 694.327820
	Iteration 15Q: 3 clusters Score -85274.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -85278.320312 Penalty: 694.327820
	Iteration 16Q: 3 clusters Score -85278.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -85279.523438 Penalty: 694.327820
	Iteration 17Q: 3 clusters Score -85279.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -85280.976562 Penalty: 694.327820
	Iteration 18Q: 3 clusters Score -85280.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -85282.164062 Penalty: 694.327820
	Iteration 19Q: 3 clusters Score -85282.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -85282.554688 Penalty: 694.327820
	Iteration 20F: 3 clusters Score -85282.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -85283.125000 Penalty: 694.327820
	Iteration 21Q: 3 clusters Score -85283.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -85283.468750 Penalty: 694.327820
	Iteration 22Q: 3 clusters Score -85283.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -85283.921875 Penalty: 694.327820
	Iteration 23Q: 3 clusters Score -85283.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -85284.179688 Penalty: 694.327820
	Iteration 24Q: 3 clusters Score -85284.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -85284.992188 Penalty: 694.327820
	Iteration 25Q: 3 clusters Score -85284.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -85285.523438 Penalty: 694.327820
	Iteration 26Q: 3 clusters Score -85285.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -85287.312500 Penalty: 694.327820
	Iteration 27Q: 3 clusters Score -85287.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -85289.476562 Penalty: 694.327820
	Iteration 28Q: 3 clusters Score -85289.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -85291.460938 Penalty: 694.327820
	Iteration 29Q: 3 clusters Score -85291.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -85292.195312 Penalty: 694.327820
	Iteration 30Q: 3 clusters Score -85292.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -85293.390625 Penalty: 694.327820
	Iteration 31Q: 3 clusters Score -85293.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -85293.648438 Penalty: 694.327820
	Iteration 32Q: 3 clusters Score -85293.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -85294.640625 Penalty: 694.327820
	Iteration 33Q: 3 clusters Score -85294.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -85294.992188 Penalty: 694.327820
	Iteration 34Q: 3 clusters Score -85294.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -85295.976562 Penalty: 694.327820
	Iteration 35Q: 3 clusters Score -85295.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -85298.007812 Penalty: 694.327820
	Iteration 36Q: 3 clusters Score -85298.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -85303.968750 Penalty: 694.327820
	Iteration 37Q: 3 clusters Score -85303.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -85306.023438 Penalty: 694.327820
	Iteration 38Q: 3 clusters Score -85306.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -85309.218750 Penalty: 694.327820
	Iteration 39Q: 3 clusters Score -85309.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -85314.375000 Penalty: 694.327820
	Iteration 40F: 3 clusters Score -85314.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -85322.937500 Penalty: 694.327820
	Iteration 41Q: 3 clusters Score -85322.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -85325.929688 Penalty: 694.327820
	Iteration 42Q: 3 clusters Score -85325.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -85331.789062 Penalty: 694.327820
	Iteration 43Q: 3 clusters Score -85331.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -85333.953125 Penalty: 694.327820
	Iteration 44Q: 3 clusters Score -85333.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -85334.789062 Penalty: 694.327820
	Iteration 45Q: 3 clusters Score -85334.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -85337.421875 Penalty: 694.327820
	Iteration 46Q: 3 clusters Score -85337.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -85338.382812 Penalty: 694.327820
	Iteration 47Q: 3 clusters Score -85338.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -85339.125000 Penalty: 694.327820
	Iteration 48Q: 3 clusters Score -85339.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -85340.031250 Penalty: 694.327820
	Iteration 49Q: 3 clusters Score -85340.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -85340.062500 Penalty: 694.327820
	Iteration 50Q: 3 clusters Score -85340.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -85340.062500 Penalty: 694.327820
	Iteration 51F: 3 clusters Score -85340.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Entering Unmasked Estep 
Score: -286787.343750 Penalty: 404.813416
	Iteration 0F: 2 clusters Score -286787.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -281836.343750 Penalty: 809.626831
	Iteration 0F: 3 clusters Score -281836.3 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -283984.750000 Penalty: 809.626831
	Iteration 1F: 3 clusters Score -283984.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -284361.718750 Penalty: 809.626831
	Iteration 2F: 3 clusters Score -284361.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -284760.187500 Penalty: 809.626831
	Iteration 3F: 3 clusters Score -284760.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -285180.562500 Penalty: 809.626831
	Iteration 4F: 3 clusters Score -285180.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -285567.093750 Penalty: 809.626831
	Iteration 5F: 3 clusters Score -285567.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -285867.718750 Penalty: 809.626831
	Iteration 6F: 3 clusters Score -285867.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -286072.250000 Penalty: 809.626831
	Iteration 7Q: 3 clusters Score -286072.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -286177.656250 Penalty: 809.626831
	Iteration 8Q: 3 clusters Score -286177.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -286233.125000 Penalty: 809.626831
	Iteration 9Q: 3 clusters Score -286233.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -286259.062500 Penalty: 809.626831
	Iteration 10Q: 3 clusters Score -286259.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -286274.531250 Penalty: 809.626831
	Iteration 11Q: 3 clusters Score -286274.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -286282.687500 Penalty: 809.626831
	Iteration 12Q: 3 clusters Score -286282.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -286290.750000 Penalty: 809.626831
	Iteration 13Q: 3 clusters Score -286290.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -286297.187500 Penalty: 809.626831
	Iteration 14Q: 3 clusters Score -286297.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -286305.437500 Penalty: 809.626831
	Iteration 15Q: 3 clusters Score -286305.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -286312.562500 Penalty: 809.626831
	Iteration 16Q: 3 clusters Score -286312.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -286317.000000 Penalty: 809.626831
	Iteration 17Q: 3 clusters Score -286317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -286320.281250 Penalty: 809.626831
	Iteration 18Q: 3 clusters Score -286320.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -286322.750000 Penalty: 809.626831
	Iteration 19Q: 3 clusters Score -286322.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -286325.218750 Penalty: 809.626831
	Iteration 20F: 3 clusters Score -286325.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -286327.031250 Penalty: 809.626831
	Iteration 21Q: 3 clusters Score -286327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -286328.437500 Penalty: 809.626831
	Iteration 22Q: 3 clusters Score -286328.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -286330.000000 Penalty: 809.626831
	Iteration 23Q: 3 clusters Score -286330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -286332.968750 Penalty: 809.626831
	Iteration 24Q: 3 clusters Score -286333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -286333.906250 Penalty: 809.626831
	Iteration 25Q: 3 clusters Score -286333.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -286335.062500 Penalty: 809.626831
	Iteration 26Q: 3 clusters Score -286335.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -286336.406250 Penalty: 809.626831
	Iteration 27Q: 3 clusters Score -286336.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -286337.875000 Penalty: 809.626831
	Iteration 28Q: 3 clusters Score -286337.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -286338.812500 Penalty: 809.626831
	Iteration 29Q: 3 clusters Score -286338.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -286340.125000 Penalty: 809.626831
	Iteration 30Q: 3 clusters Score -286340.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -286341.625000 Penalty: 809.626831
	Iteration 31Q: 3 clusters Score -286341.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -286342.875000 Penalty: 809.626831
	Iteration 32Q: 3 clusters Score -286342.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -286344.031250 Penalty: 809.626831
	Iteration 33Q: 3 clusters Score -286344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -286344.250000 Penalty: 809.626831
	Iteration 34Q: 3 clusters Score -286344.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -286345.218750 Penalty: 809.626831
	Iteration 35Q: 3 clusters Score -286345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -286344.281250 Penalty: 809.626831
	Iteration 36Q: 3 clusters Score -286344.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -286344.750000 Penalty: 809.626831
	Iteration 37Q: 3 clusters Score -286344.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -286345.968750 Penalty: 809.626831
	Iteration 38Q: 3 clusters Score -286346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -286346.000000 Penalty: 809.626831
	Iteration 39Q: 3 clusters Score -286346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -286345.875000 Penalty: 809.626831
	Iteration 40F: 3 clusters Score -286345.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -286346.375000 Penalty: 809.626831
	Iteration 41Q: 3 clusters Score -286346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -286346.250000 Penalty: 809.626831
	Iteration 42Q: 3 clusters Score -286346.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -286346.250000 Penalty: 809.626831
	Iteration 43Q: 3 clusters Score -286346.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -286346.250000 Penalty: 809.626831
	Iteration 44F: 3 clusters Score -286346.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (301234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301234 members 
Entering Unmasked Estep 
Score: -12487989.000000 Penalty: 574.011719
	Iteration 0F: 2 clusters Score -1.248799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150262 members 
Mstep: Class 2 contains 150972 members 
Entering Unmasked Estep 
Score: -12283293.000000 Penalty: 1148.023438
	Iteration 0F: 3 clusters Score -1.228329e+07 nChanged 148641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130705 members 
Mstep: Class 2 contains 170529 members 
Entering Unmasked Estep 
Score: -12374122.000000 Penalty: 1148.023438
	Iteration 1F: 3 clusters Score -1.237412e+07 nChanged 14194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117857 members 
Mstep: Class 2 contains 183377 members 
Entering Unmasked Estep 
Score: -12380057.000000 Penalty: 1148.023438
	Iteration 2Q: 3 clusters Score -1.238006e+07 nChanged 20756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97885 members 
Mstep: Class 2 contains 203349 members 
Entering Unmasked Estep 
Score: -12392500.000000 Penalty: 1148.023438
	Iteration 3F: 3 clusters Score -1.23925e+07 nChanged 27979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Mstep: Class 2 contains 230898 members 
Entering Unmasked Estep 
Score: -12416071.000000 Penalty: 1148.023438
	Iteration 4F: 3 clusters Score -1.241607e+07 nChanged 29811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 260473 members 
Entering Unmasked Estep 
Score: -12446151.000000 Penalty: 1148.023438
	Iteration 5F: 3 clusters Score -1.244615e+07 nChanged 22981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 283370 members 
Entering Unmasked Estep 
Score: -12471128.000000 Penalty: 1148.023438
	Iteration 6F: 3 clusters Score -1.247113e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 294736 members 
Entering Unmasked Estep 
Score: -12482758.000000 Penalty: 1148.023438
	Iteration 7Q: 3 clusters Score -1.248276e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 298579 members 
Entering Unmasked Estep 
Score: -12486346.000000 Penalty: 1148.023438
	Iteration 8Q: 3 clusters Score -1.248635e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 299725 members 
Entering Unmasked Estep 
Score: -12487313.000000 Penalty: 1148.023438
	Iteration 9Q: 3 clusters Score -1.248731e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 300057 members 
Entering Unmasked Estep 
Score: -12487551.000000 Penalty: 1148.023438
	Iteration 10Q: 3 clusters Score -1.248755e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 300205 members 
Entering Unmasked Estep 
Score: -12487716.000000 Penalty: 1148.023438
	Iteration 11Q: 3 clusters Score -1.248772e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 300250 members 
Entering Unmasked Estep 
Score: -12487768.000000 Penalty: 1148.023438
	Iteration 12Q: 3 clusters Score -1.248777e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 300280 members 
Entering Unmasked Estep 
Score: -12487824.000000 Penalty: 1148.023438
	Iteration 13Q: 3 clusters Score -1.248782e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 300299 members 
Entering Unmasked Estep 
Score: -12487897.000000 Penalty: 1148.023438
	Iteration 14Q: 3 clusters Score -1.24879e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 300308 members 
Entering Unmasked Estep 
Score: -12487931.000000 Penalty: 1148.023438
	Iteration 15Q: 3 clusters Score -1.248793e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 300309 members 
Entering Unmasked Estep 
Score: -12487956.000000 Penalty: 1148.023438
	Iteration 16Q: 3 clusters Score -1.248796e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 300317 members 
Entering Unmasked Estep 
Score: -12487976.000000 Penalty: 1148.023438
	Iteration 17Q: 3 clusters Score -1.248798e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 300318 members 
Entering Unmasked Estep 
Score: -12487988.000000 Penalty: 1148.023438
	Iteration 18Q: 3 clusters Score -1.248799e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 300323 members 
Entering Unmasked Estep 
Score: -12488005.000000 Penalty: 1148.023438
	Iteration 19Q: 3 clusters Score -1.2488e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 300325 members 
Entering Unmasked Estep 
Score: -12488023.000000 Penalty: 1148.023438
	Iteration 20F: 3 clusters Score -1.248802e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 300330 members 
Entering Unmasked Estep 
Score: -12488037.000000 Penalty: 1148.023438
	Iteration 21Q: 3 clusters Score -1.248804e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 300333 members 
Entering Unmasked Estep 
Score: -12488045.000000 Penalty: 1148.023438
	Iteration 22Q: 3 clusters Score -1.248804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 300334 members 
Entering Unmasked Estep 
Score: -12488041.000000 Penalty: 1148.023438
	Iteration 23Q: 3 clusters Score -1.248804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 300338 members 
Entering Unmasked Estep 
Score: -12488049.000000 Penalty: 1148.023438
	Iteration 24Q: 3 clusters Score -1.248805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 300334 members 
Entering Unmasked Estep 
Score: -12488041.000000 Penalty: 1148.023438
	Iteration 25Q: 3 clusters Score -1.248804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 300333 members 
Entering Unmasked Estep 
Score: -12488041.000000 Penalty: 1148.023438
	Iteration 26Q: 3 clusters Score -1.248804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 300332 members 
Entering Unmasked Estep 
Score: -12488042.000000 Penalty: 1148.023438
	Iteration 27Q: 3 clusters Score -1.248804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 300331 members 
Entering Unmasked Estep 
Score: -12488045.000000 Penalty: 1148.023438
	Iteration 28Q: 3 clusters Score -1.248804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 300331 members 
Entering Unmasked Estep 
Score: -12488045.000000 Penalty: 1148.023438
	Iteration 29F: 3 clusters Score -1.248804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159035 members 
Mstep: Class 5 contains 13133 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 5430 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 903 members 
Mstep: Class 16 contains 60361 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5366 members 
Mstep: Class 22 contains 18118 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36657 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Mstep: Class 42 contains 300331 members 
Entering Unmasked Estep 
Score: -28350544.000000 Penalty: 25800.025391
Splitting cluster 15 changes total score from -28350626.000000 to -28350544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (60361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Entering Unmasked Estep 
Score: -2434671.000000 Penalty: 500.868500
	Iteration 0F: 2 clusters Score -2434671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -2394078.250000 Penalty: 1001.737000
	Iteration 0F: 3 clusters Score -2394078 nChanged 29320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -2413989.000000 Penalty: 1001.737000
	Iteration 1F: 3 clusters Score -2413989 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -2416507.750000 Penalty: 1001.737000
	Iteration 2F: 3 clusters Score -2416508 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -2419454.250000 Penalty: 1001.737000
	Iteration 3F: 3 clusters Score -2419454 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -2422551.250000 Penalty: 1001.737000
	Iteration 4F: 3 clusters Score -2422551 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -2425460.500000 Penalty: 1001.737000
	Iteration 5F: 3 clusters Score -2425460 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -2428008.500000 Penalty: 1001.737000
	Iteration 6F: 3 clusters Score -2428008 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -2430102.000000 Penalty: 1001.737000
	Iteration 7Q: 3 clusters Score -2430102 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -2431657.750000 Penalty: 1001.737000
	Iteration 8Q: 3 clusters Score -2431658 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
Score: -2432724.500000 Penalty: 1001.737000
	Iteration 9Q: 3 clusters Score -2432724 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 58929 members 
Entering Unmasked Estep 
Score: -2433390.000000 Penalty: 1001.737000
	Iteration 10Q: 3 clusters Score -2433390 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 59509 members 
Entering Unmasked Estep 
Score: -2433765.250000 Penalty: 1001.737000
	Iteration 11Q: 3 clusters Score -2433765 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 59823 members 
Entering Unmasked Estep 
Score: -2433950.500000 Penalty: 1001.737000
	Iteration 12Q: 3 clusters Score -2433950 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -2434064.500000 Penalty: 1001.737000
	Iteration 13Q: 3 clusters Score -2434064 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -2434119.500000 Penalty: 1001.737000
	Iteration 14Q: 3 clusters Score -2434120 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 60145 members 
Entering Unmasked Estep 
Score: -2434165.000000 Penalty: 1001.737000
	Iteration 15Q: 3 clusters Score -2434165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 60169 members 
Entering Unmasked Estep 
Score: -2434183.250000 Penalty: 1001.737000
	Iteration 16Q: 3 clusters Score -2434183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -2434197.250000 Penalty: 1001.737000
	Iteration 17Q: 3 clusters Score -2434197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -2434205.750000 Penalty: 1001.737000
	Iteration 18Q: 3 clusters Score -2434206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 60206 members 
Entering Unmasked Estep 
Score: -2434216.250000 Penalty: 1001.737000
	Iteration 19Q: 3 clusters Score -2434216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 60210 members 
Entering Unmasked Estep 
Score: -2434222.500000 Penalty: 1001.737000
	Iteration 20F: 3 clusters Score -2434222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 60214 members 
Entering Unmasked Estep 
Score: -2434226.750000 Penalty: 1001.737000
	Iteration 21Q: 3 clusters Score -2434227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -2434232.250000 Penalty: 1001.737000
	Iteration 22Q: 3 clusters Score -2434232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 60220 members 
Entering Unmasked Estep 
Score: -2434232.750000 Penalty: 1001.737000
	Iteration 23Q: 3 clusters Score -2434233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 60224 members 
Entering Unmasked Estep 
Score: -2434237.750000 Penalty: 1001.737000
	Iteration 24Q: 3 clusters Score -2434238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 60229 members 
Entering Unmasked Estep 
Score: -2434242.750000 Penalty: 1001.737000
	Iteration 25Q: 3 clusters Score -2434243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -2434244.250000 Penalty: 1001.737000
	Iteration 26Q: 3 clusters Score -2434244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 60234 members 
Entering Unmasked Estep 
Score: -2434248.250000 Penalty: 1001.737000
	Iteration 27Q: 3 clusters Score -2434248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -2434252.000000 Penalty: 1001.737000
	Iteration 28Q: 3 clusters Score -2434252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -2434252.000000 Penalty: 1001.737000
	Iteration 29Q: 3 clusters Score -2434252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 60242 members 
Entering Unmasked Estep 
Score: -2434254.500000 Penalty: 1001.737000
	Iteration 30Q: 3 clusters Score -2434254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -2434253.500000 Penalty: 1001.737000
	Iteration 31Q: 3 clusters Score -2434254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -2434253.500000 Penalty: 1001.737000
	Iteration 32F: 3 clusters Score -2434254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -16465.121094 Penalty: 282.215363
	Iteration 0F: 2 clusters Score -16465.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -16010.158203 Penalty: 564.430725
	Iteration 0F: 3 clusters Score -16010.16 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16163.124023 Penalty: 564.430725
	Iteration 1F: 3 clusters Score -16163.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16224.645508 Penalty: 564.430725
	Iteration 2F: 3 clusters Score -16224.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16249.124023 Penalty: 564.430725
	Iteration 3F: 3 clusters Score -16249.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16279.448242 Penalty: 564.430725
	Iteration 4Q: 3 clusters Score -16279.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16329.694336 Penalty: 564.430725
	Iteration 5Q: 3 clusters Score -16329.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16372.208984 Penalty: 564.430725
	Iteration 6Q: 3 clusters Score -16372.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16390.109375 Penalty: 564.430725
	Iteration 7Q: 3 clusters Score -16390.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16400.269531 Penalty: 564.430725
	Iteration 8Q: 3 clusters Score -16400.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16404.466797 Penalty: 564.430725
	Iteration 9Q: 3 clusters Score -16404.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16405.607422 Penalty: 564.430725
	Iteration 10Q: 3 clusters Score -16405.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16408.589844 Penalty: 564.430725
	Iteration 11Q: 3 clusters Score -16408.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16408.589844 Penalty: 564.430725
	Iteration 12F: 3 clusters Score -16408.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -20437.623047 Penalty: 294.702240
	Iteration 0F: 2 clusters Score -20437.62 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 332 members 
Entering Unmasked Estep 
Score: -19865.535156 Penalty: 589.404480
	Iteration 0F: 3 clusters Score -19865.54 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -20051.058594 Penalty: 589.404480
	Iteration 1F: 3 clusters Score -20051.06 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -20163.490234 Penalty: 589.404480
	Iteration 2F: 3 clusters Score -20163.49 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -20215.410156 Penalty: 589.404480
	Iteration 3F: 3 clusters Score -20215.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -20236.953125 Penalty: 589.404480
	Iteration 4Q: 3 clusters Score -20236.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -20248.162109 Penalty: 589.404480
	Iteration 5Q: 3 clusters Score -20248.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -20252.945312 Penalty: 589.404480
	Iteration 6Q: 3 clusters Score -20252.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -20256.156250 Penalty: 589.404480
	Iteration 7Q: 3 clusters Score -20256.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -20257.890625 Penalty: 589.404480
	Iteration 8Q: 3 clusters Score -20257.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -20259.218750 Penalty: 589.404480
	Iteration 9Q: 3 clusters Score -20259.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20259.484375 Penalty: 589.404480
	Iteration 10Q: 3 clusters Score -20259.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20259.484375 Penalty: 589.404480
	Iteration 11F: 3 clusters Score -20259.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Entering Unmasked Estep 
Score: -138187.187500 Penalty: 370.662079
	Iteration 0F: 2 clusters Score -138187.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -135846.718750 Penalty: 741.324158
	Iteration 0F: 3 clusters Score -135846.7 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -136665.125000 Penalty: 741.324158
	Iteration 1F: 3 clusters Score -136665.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -136858.812500 Penalty: 741.324158
	Iteration 2F: 3 clusters Score -136858.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -137021.296875 Penalty: 741.324158
	Iteration 3F: 3 clusters Score -137021.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -137199.890625 Penalty: 741.324158
	Iteration 4F: 3 clusters Score -137199.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -137411.000000 Penalty: 741.324158
	Iteration 5F: 3 clusters Score -137411 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -137602.218750 Penalty: 741.324158
	Iteration 6F: 3 clusters Score -137602.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -137733.828125 Penalty: 741.324158
	Iteration 7Q: 3 clusters Score -137733.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -137809.781250 Penalty: 741.324158
	Iteration 8Q: 3 clusters Score -137809.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -137850.218750 Penalty: 741.324158
	Iteration 9Q: 3 clusters Score -137850.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -137877.875000 Penalty: 741.324158
	Iteration 10Q: 3 clusters Score -137877.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -137903.703125 Penalty: 741.324158
	Iteration 11Q: 3 clusters Score -137903.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -137923.265625 Penalty: 741.324158
	Iteration 12Q: 3 clusters Score -137923.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -137934.046875 Penalty: 741.324158
	Iteration 13Q: 3 clusters Score -137934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -137944.656250 Penalty: 741.324158
	Iteration 14Q: 3 clusters Score -137944.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -137956.000000 Penalty: 741.324158
	Iteration 15Q: 3 clusters Score -137956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -137971.406250 Penalty: 741.324158
	Iteration 16Q: 3 clusters Score -137971.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -137976.281250 Penalty: 741.324158
	Iteration 17Q: 3 clusters Score -137976.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -137977.734375 Penalty: 741.324158
	Iteration 18Q: 3 clusters Score -137977.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -137979.718750 Penalty: 741.324158
	Iteration 19Q: 3 clusters Score -137979.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -137983.890625 Penalty: 741.324158
	Iteration 20F: 3 clusters Score -137983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -137984.828125 Penalty: 741.324158
	Iteration 21Q: 3 clusters Score -137984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -137985.734375 Penalty: 741.324158
	Iteration 22Q: 3 clusters Score -137985.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -137985.765625 Penalty: 741.324158
	Iteration 23Q: 3 clusters Score -137985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -137985.890625 Penalty: 741.324158
	Iteration 24Q: 3 clusters Score -137985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -137986.187500 Penalty: 741.324158
	Iteration 25Q: 3 clusters Score -137986.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -137986.921875 Penalty: 741.324158
	Iteration 26Q: 3 clusters Score -137986.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -137987.140625 Penalty: 741.324158
	Iteration 27Q: 3 clusters Score -137987.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -137987.187500 Penalty: 741.324158
	Iteration 28Q: 3 clusters Score -137987.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -137987.187500 Penalty: 741.324158
	Iteration 29F: 3 clusters Score -137987.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -44570.851562 Penalty: 326.100220
	Iteration 0F: 2 clusters Score -44570.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -43603.179688 Penalty: 652.200439
	Iteration 0F: 3 clusters Score -43603.18 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -43965.519531 Penalty: 652.200439
	Iteration 1F: 3 clusters Score -43965.52 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -44033.125000 Penalty: 652.200439
	Iteration 2F: 3 clusters Score -44033.12 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -44075.218750 Penalty: 652.200439
	Iteration 3F: 3 clusters Score -44075.22 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -44103.316406 Penalty: 652.200439
	Iteration 4Q: 3 clusters Score -44103.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -44123.187500 Penalty: 652.200439
	Iteration 5Q: 3 clusters Score -44123.19 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -44158.449219 Penalty: 652.200439
	Iteration 6Q: 3 clusters Score -44158.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -44198.621094 Penalty: 652.200439
	Iteration 7Q: 3 clusters Score -44198.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -44218.031250 Penalty: 652.200439
	Iteration 8Q: 3 clusters Score -44218.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -44240.085938 Penalty: 652.200439
	Iteration 9Q: 3 clusters Score -44240.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -44256.687500 Penalty: 652.200439
	Iteration 10Q: 3 clusters Score -44256.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -44270.742188 Penalty: 652.200439
	Iteration 11Q: 3 clusters Score -44270.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -44281.136719 Penalty: 652.200439
	Iteration 12Q: 3 clusters Score -44281.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -44288.871094 Penalty: 652.200439
	Iteration 13Q: 3 clusters Score -44288.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -44293.214844 Penalty: 652.200439
	Iteration 14Q: 3 clusters Score -44293.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -44294.816406 Penalty: 652.200439
	Iteration 15Q: 3 clusters Score -44294.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -44295.558594 Penalty: 652.200439
	Iteration 16Q: 3 clusters Score -44295.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -44296.441406 Penalty: 652.200439
	Iteration 17Q: 3 clusters Score -44296.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -44299.015625 Penalty: 652.200439
	Iteration 18Q: 3 clusters Score -44299.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -44302.187500 Penalty: 652.200439
	Iteration 19Q: 3 clusters Score -44302.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -44302.972656 Penalty: 652.200439
	Iteration 20F: 3 clusters Score -44302.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Entering Unmasked Estep 
Score: -220695.593750 Penalty: 390.746643
	Iteration 0F: 2 clusters Score -220695.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -217113.203125 Penalty: 781.493286
	Iteration 0F: 3 clusters Score -217113.2 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -218430.703125 Penalty: 781.493286
	Iteration 1F: 3 clusters Score -218430.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -218555.984375 Penalty: 781.493286
	Iteration 2F: 3 clusters Score -218556 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -218672.343750 Penalty: 781.493286
	Iteration 3Q: 3 clusters Score -218672.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -218799.578125 Penalty: 781.493286
	Iteration 4Q: 3 clusters Score -218799.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -218963.015625 Penalty: 781.493286
	Iteration 5Q: 3 clusters Score -218963 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -219171.750000 Penalty: 781.493286
	Iteration 6F: 3 clusters Score -219171.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -219434.625000 Penalty: 781.493286
	Iteration 7F: 3 clusters Score -219434.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -219695.109375 Penalty: 781.493286
	Iteration 8F: 3 clusters Score -219695.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -219893.578125 Penalty: 781.493286
	Iteration 9F: 3 clusters Score -219893.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -220038.343750 Penalty: 781.493286
	Iteration 10Q: 3 clusters Score -220038.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -220143.140625 Penalty: 781.493286
	Iteration 11Q: 3 clusters Score -220143.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -220202.859375 Penalty: 781.493286
	Iteration 12Q: 3 clusters Score -220202.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -220250.218750 Penalty: 781.493286
	Iteration 13Q: 3 clusters Score -220250.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -220292.578125 Penalty: 781.493286
	Iteration 14Q: 3 clusters Score -220292.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -220338.734375 Penalty: 781.493286
	Iteration 15Q: 3 clusters Score -220338.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -220384.765625 Penalty: 781.493286
	Iteration 16Q: 3 clusters Score -220384.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -220417.406250 Penalty: 781.493286
	Iteration 17Q: 3 clusters Score -220417.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -220446.578125 Penalty: 781.493286
	Iteration 18Q: 3 clusters Score -220446.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -220480.312500 Penalty: 781.493286
	Iteration 19Q: 3 clusters Score -220480.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -220500.687500 Penalty: 781.493286
	Iteration 20F: 3 clusters Score -220500.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -220519.890625 Penalty: 781.493286
	Iteration 21Q: 3 clusters Score -220519.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -220534.546875 Penalty: 781.493286
	Iteration 22Q: 3 clusters Score -220534.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -220543.015625 Penalty: 781.493286
	Iteration 23Q: 3 clusters Score -220543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -220550.250000 Penalty: 781.493286
	Iteration 24Q: 3 clusters Score -220550.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -220556.640625 Penalty: 781.493286
	Iteration 25Q: 3 clusters Score -220556.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -220564.453125 Penalty: 781.493286
	Iteration 26Q: 3 clusters Score -220564.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -220569.562500 Penalty: 781.493286
	Iteration 27Q: 3 clusters Score -220569.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -220572.296875 Penalty: 781.493286
	Iteration 28Q: 3 clusters Score -220572.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -220576.218750 Penalty: 781.493286
	Iteration 29Q: 3 clusters Score -220576.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -220580.031250 Penalty: 781.493286
	Iteration 30Q: 3 clusters Score -220580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -220582.734375 Penalty: 781.493286
	Iteration 31Q: 3 clusters Score -220582.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -220583.968750 Penalty: 781.493286
	Iteration 32Q: 3 clusters Score -220584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -220584.250000 Penalty: 781.493286
	Iteration 33Q: 3 clusters Score -220584.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -220584.640625 Penalty: 781.493286
	Iteration 34Q: 3 clusters Score -220584.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -220584.687500 Penalty: 781.493286
	Iteration 35Q: 3 clusters Score -220584.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -220585.875000 Penalty: 781.493286
	Iteration 36Q: 3 clusters Score -220585.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -220586.781250 Penalty: 781.493286
	Iteration 37Q: 3 clusters Score -220586.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -220587.125000 Penalty: 781.493286
	Iteration 38Q: 3 clusters Score -220587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -220586.750000 Penalty: 781.493286
	Iteration 39Q: 3 clusters Score -220586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -220586.796875 Penalty: 781.493286
	Iteration 40F: 3 clusters Score -220586.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -220587.296875 Penalty: 781.493286
	Iteration 41Q: 3 clusters Score -220587.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -220587.296875 Penalty: 781.493286
	Iteration 42F: 3 clusters Score -220587.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Entering Unmasked Estep 
Score: -724862.312500 Penalty: 446.112061
	Iteration 0F: 2 clusters Score -724862.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -712735.062500 Penalty: 892.224121
	Iteration 0F: 3 clusters Score -712735.1 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -717921.812500 Penalty: 892.224121
	Iteration 1F: 3 clusters Score -717921.8 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -718259.250000 Penalty: 892.224121
	Iteration 2Q: 3 clusters Score -718259.2 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -718647.875000 Penalty: 892.224121
	Iteration 3Q: 3 clusters Score -718647.9 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -719053.000000 Penalty: 892.224121
	Iteration 4Q: 3 clusters Score -719053 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -719559.625000 Penalty: 892.224121
	Iteration 5Q: 3 clusters Score -719559.6 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -720269.687500 Penalty: 892.224121
	Iteration 6F: 3 clusters Score -720269.7 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -721108.812500 Penalty: 892.224121
	Iteration 7F: 3 clusters Score -721108.8 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -721860.937500 Penalty: 892.224121
	Iteration 8F: 3 clusters Score -721860.9 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -722286.062500 Penalty: 892.224121
	Iteration 9Q: 3 clusters Score -722286.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -722523.187500 Penalty: 892.224121
	Iteration 10Q: 3 clusters Score -722523.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -722687.312500 Penalty: 892.224121
	Iteration 11Q: 3 clusters Score -722687.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -722840.875000 Penalty: 892.224121
	Iteration 12Q: 3 clusters Score -722840.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -722963.125000 Penalty: 892.224121
	Iteration 13Q: 3 clusters Score -722963.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -723070.937500 Penalty: 892.224121
	Iteration 14Q: 3 clusters Score -723070.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -723146.750000 Penalty: 892.224121
	Iteration 15Q: 3 clusters Score -723146.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -723212.750000 Penalty: 892.224121
	Iteration 16Q: 3 clusters Score -723212.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -723255.812500 Penalty: 892.224121
	Iteration 17Q: 3 clusters Score -723255.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -723287.562500 Penalty: 892.224121
	Iteration 18Q: 3 clusters Score -723287.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -723307.000000 Penalty: 892.224121
	Iteration 19Q: 3 clusters Score -723307 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -723319.125000 Penalty: 892.224121
	Iteration 20F: 3 clusters Score -723319.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -723336.125000 Penalty: 892.224121
	Iteration 21Q: 3 clusters Score -723336.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -723348.750000 Penalty: 892.224121
	Iteration 22Q: 3 clusters Score -723348.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -723356.250000 Penalty: 892.224121
	Iteration 23Q: 3 clusters Score -723356.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -723371.812500 Penalty: 892.224121
	Iteration 24Q: 3 clusters Score -723371.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -723377.687500 Penalty: 892.224121
	Iteration 25Q: 3 clusters Score -723377.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -723387.250000 Penalty: 892.224121
	Iteration 26Q: 3 clusters Score -723387.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -723397.187500 Penalty: 892.224121
	Iteration 27Q: 3 clusters Score -723397.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -723408.500000 Penalty: 892.224121
	Iteration 28Q: 3 clusters Score -723408.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -723417.250000 Penalty: 892.224121
	Iteration 29Q: 3 clusters Score -723417.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -723418.062500 Penalty: 892.224121
	Iteration 30Q: 3 clusters Score -723418.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -723424.375000 Penalty: 892.224121
	Iteration 31Q: 3 clusters Score -723424.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -723427.000000 Penalty: 892.224121
	Iteration 32Q: 3 clusters Score -723427 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -723432.125000 Penalty: 892.224121
	Iteration 33Q: 3 clusters Score -723432.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -723437.937500 Penalty: 892.224121
	Iteration 34Q: 3 clusters Score -723437.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -723443.250000 Penalty: 892.224121
	Iteration 35Q: 3 clusters Score -723443.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -723448.500000 Penalty: 892.224121
	Iteration 36Q: 3 clusters Score -723448.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -723453.625000 Penalty: 892.224121
	Iteration 37Q: 3 clusters Score -723453.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -723460.687500 Penalty: 892.224121
	Iteration 38Q: 3 clusters Score -723460.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -723462.687500 Penalty: 892.224121
	Iteration 39Q: 3 clusters Score -723462.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -723462.250000 Penalty: 892.224121
	Iteration 40F: 3 clusters Score -723462.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -723465.000000 Penalty: 892.224121
	Iteration 41Q: 3 clusters Score -723465 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -723469.500000 Penalty: 892.224121
	Iteration 42Q: 3 clusters Score -723469.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -723474.812500 Penalty: 892.224121
	Iteration 43Q: 3 clusters Score -723474.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -723478.625000 Penalty: 892.224121
	Iteration 44Q: 3 clusters Score -723478.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -723482.562500 Penalty: 892.224121
	Iteration 45Q: 3 clusters Score -723482.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -723489.812500 Penalty: 892.224121
	Iteration 46Q: 3 clusters Score -723489.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -723496.250000 Penalty: 892.224121
	Iteration 47Q: 3 clusters Score -723496.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -723502.500000 Penalty: 892.224121
	Iteration 48Q: 3 clusters Score -723502.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -723514.375000 Penalty: 892.224121
	Iteration 49Q: 3 clusters Score -723514.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -723530.625000 Penalty: 892.224121
	Iteration 50Q: 3 clusters Score -723530.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -723554.312500 Penalty: 892.224121
	Iteration 51Q: 3 clusters Score -723554.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -723573.937500 Penalty: 892.224121
	Iteration 52Q: 3 clusters Score -723573.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -723603.437500 Penalty: 892.224121
	Iteration 53Q: 3 clusters Score -723603.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -723635.250000 Penalty: 892.224121
	Iteration 54Q: 3 clusters Score -723635.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -723652.375000 Penalty: 892.224121
	Iteration 55Q: 3 clusters Score -723652.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -723674.625000 Penalty: 892.224121
	Iteration 56Q: 3 clusters Score -723674.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -723692.812500 Penalty: 892.224121
	Iteration 57Q: 3 clusters Score -723692.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -723702.062500 Penalty: 892.224121
	Iteration 58Q: 3 clusters Score -723702.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -723710.125000 Penalty: 892.224121
	Iteration 59Q: 3 clusters Score -723710.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -723714.937500 Penalty: 892.224121
	Iteration 60F: 3 clusters Score -723714.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -723716.750000 Penalty: 892.224121
	Iteration 61Q: 3 clusters Score -723716.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -723721.187500 Penalty: 892.224121
	Iteration 62Q: 3 clusters Score -723721.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -723723.750000 Penalty: 892.224121
	Iteration 63Q: 3 clusters Score -723723.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -723725.562500 Penalty: 892.224121
	Iteration 64Q: 3 clusters Score -723725.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -723726.687500 Penalty: 892.224121
	Iteration 65Q: 3 clusters Score -723726.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -723726.187500 Penalty: 892.224121
	Iteration 66Q: 3 clusters Score -723726.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -723724.000000 Penalty: 892.224121
	Iteration 67Q: 3 clusters Score -723724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -723725.875000 Penalty: 892.224121
	Iteration 68Q: 3 clusters Score -723725.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -723726.812500 Penalty: 892.224121
	Iteration 69Q: 3 clusters Score -723726.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -723727.437500 Penalty: 892.224121
	Iteration 70Q: 3 clusters Score -723727.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -723727.375000 Penalty: 892.224121
	Iteration 71Q: 3 clusters Score -723727.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -723726.062500 Penalty: 892.224121
	Iteration 72Q: 3 clusters Score -723726.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -723729.000000 Penalty: 892.224121
	Iteration 73Q: 3 clusters Score -723729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -723729.250000 Penalty: 892.224121
	Iteration 74Q: 3 clusters Score -723729.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -723729.312500 Penalty: 892.224121
	Iteration 75Q: 3 clusters Score -723729.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -723728.062500 Penalty: 892.224121
	Iteration 76Q: 3 clusters Score -723728.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -723726.875000 Penalty: 892.224121
	Iteration 77Q: 3 clusters Score -723726.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -723727.687500 Penalty: 892.224121
	Iteration 78Q: 3 clusters Score -723727.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -723728.750000 Penalty: 892.224121
	Iteration 79Q: 3 clusters Score -723728.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -723727.437500 Penalty: 892.224121
	Iteration 80F: 3 clusters Score -723727.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -723729.937500 Penalty: 892.224121
	Iteration 81Q: 3 clusters Score -723729.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -723729.000000 Penalty: 892.224121
	Iteration 82Q: 3 clusters Score -723729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -723732.000000 Penalty: 892.224121
	Iteration 83Q: 3 clusters Score -723732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -723731.437500 Penalty: 892.224121
	Iteration 84Q: 3 clusters Score -723731.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -723731.937500 Penalty: 892.224121
	Iteration 85Q: 3 clusters Score -723731.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -723733.375000 Penalty: 892.224121
	Iteration 86Q: 3 clusters Score -723733.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -723733.000000 Penalty: 892.224121
	Iteration 87Q: 3 clusters Score -723733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -723733.750000 Penalty: 892.224121
	Iteration 88Q: 3 clusters Score -723733.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -723733.875000 Penalty: 892.224121
	Iteration 89Q: 3 clusters Score -723733.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -723733.062500 Penalty: 892.224121
	Iteration 90Q: 3 clusters Score -723733.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -723734.750000 Penalty: 892.224121
	Iteration 91Q: 3 clusters Score -723734.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -723735.625000 Penalty: 892.224121
	Iteration 92Q: 3 clusters Score -723735.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -723735.500000 Penalty: 892.224121
	Iteration 93Q: 3 clusters Score -723735.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -723735.500000 Penalty: 892.224121
	Iteration 94Q: 3 clusters Score -723735.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -723735.687500 Penalty: 892.224121
	Iteration 95Q: 3 clusters Score -723735.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -723735.687500 Penalty: 892.224121
	Iteration 96F: 3 clusters Score -723735.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -33019.234375 Penalty: 310.804779
	Iteration 0F: 2 clusters Score -33019.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -32264.550781 Penalty: 621.609558
	Iteration 0F: 3 clusters Score -32264.55 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -32503.716797 Penalty: 621.609558
	Iteration 1F: 3 clusters Score -32503.72 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -32541.408203 Penalty: 621.609558
	Iteration 2F: 3 clusters Score -32541.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -32559.558594 Penalty: 621.609558
	Iteration 3Q: 3 clusters Score -32559.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -32573.429688 Penalty: 621.609558
	Iteration 4Q: 3 clusters Score -32573.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -32584.228516 Penalty: 621.609558
	Iteration 5Q: 3 clusters Score -32584.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -32594.767578 Penalty: 621.609558
	Iteration 6Q: 3 clusters Score -32594.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -32604.000000 Penalty: 621.609558
	Iteration 7Q: 3 clusters Score -32604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -32615.689453 Penalty: 621.609558
	Iteration 8Q: 3 clusters Score -32615.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -32627.300781 Penalty: 621.609558
	Iteration 9Q: 3 clusters Score -32627.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -32635.767578 Penalty: 621.609558
	Iteration 10Q: 3 clusters Score -32635.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -32644.529297 Penalty: 621.609558
	Iteration 11Q: 3 clusters Score -32644.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -32650.919922 Penalty: 621.609558
	Iteration 12Q: 3 clusters Score -32650.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -32655.523438 Penalty: 621.609558
	Iteration 13Q: 3 clusters Score -32655.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -32660.302734 Penalty: 621.609558
	Iteration 14Q: 3 clusters Score -32660.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -32666.939453 Penalty: 621.609558
	Iteration 15Q: 3 clusters Score -32666.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -32669.890625 Penalty: 621.609558
	Iteration 16Q: 3 clusters Score -32669.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -32673.035156 Penalty: 621.609558
	Iteration 17Q: 3 clusters Score -32673.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -32677.546875 Penalty: 621.609558
	Iteration 18Q: 3 clusters Score -32677.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -32682.800781 Penalty: 621.609558
	Iteration 19Q: 3 clusters Score -32682.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -32688.035156 Penalty: 621.609558
	Iteration 20F: 3 clusters Score -32688.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -32693.736328 Penalty: 621.609558
	Iteration 21Q: 3 clusters Score -32693.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -32702.591797 Penalty: 621.609558
	Iteration 22Q: 3 clusters Score -32702.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -32714.378906 Penalty: 621.609558
	Iteration 23Q: 3 clusters Score -32714.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -32724.443359 Penalty: 621.609558
	Iteration 24Q: 3 clusters Score -32724.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -32732.779297 Penalty: 621.609558
	Iteration 25Q: 3 clusters Score -32732.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -32740.386719 Penalty: 621.609558
	Iteration 26Q: 3 clusters Score -32740.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -32746.185547 Penalty: 621.609558
	Iteration 27Q: 3 clusters Score -32746.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -32749.224609 Penalty: 621.609558
	Iteration 28Q: 3 clusters Score -32749.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -32752.951172 Penalty: 621.609558
	Iteration 29Q: 3 clusters Score -32752.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -32754.441406 Penalty: 621.609558
	Iteration 30Q: 3 clusters Score -32754.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -32756.142578 Penalty: 621.609558
	Iteration 31Q: 3 clusters Score -32756.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -32757.664062 Penalty: 621.609558
	Iteration 32Q: 3 clusters Score -32757.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -32757.869141 Penalty: 621.609558
	Iteration 33Q: 3 clusters Score -32757.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -32757.869141 Penalty: 621.609558
	Iteration 34F: 3 clusters Score -32757.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -72933.773438 Penalty: 345.498535
	Iteration 0F: 2 clusters Score -72933.77 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 991 members 
Entering Unmasked Estep 
Score: -71441.812500 Penalty: 690.997070
	Iteration 0F: 3 clusters Score -71441.81 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -71971.648438 Penalty: 690.997070
	Iteration 1F: 3 clusters Score -71971.65 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -72105.093750 Penalty: 690.997070
	Iteration 2F: 3 clusters Score -72105.09 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -72271.070312 Penalty: 690.997070
	Iteration 3F: 3 clusters Score -72271.07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -72397.375000 Penalty: 690.997070
	Iteration 4F: 3 clusters Score -72397.38 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -72527.617188 Penalty: 690.997070
	Iteration 5F: 3 clusters Score -72527.62 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -72655.726562 Penalty: 690.997070
	Iteration 6F: 3 clusters Score -72655.73 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -72758.617188 Penalty: 690.997070
	Iteration 7Q: 3 clusters Score -72758.62 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -72858.960938 Penalty: 690.997070
	Iteration 8Q: 3 clusters Score -72858.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -72933.500000 Penalty: 690.997070
	Iteration 9Q: 3 clusters Score -72933.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -73000.648438 Penalty: 690.997070
	Iteration 10Q: 3 clusters Score -73000.65 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -73042.039062 Penalty: 690.997070
	Iteration 11Q: 3 clusters Score -73042.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -73066.320312 Penalty: 690.997070
	Iteration 12Q: 3 clusters Score -73066.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -73094.007812 Penalty: 690.997070
	Iteration 13Q: 3 clusters Score -73094.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -73109.859375 Penalty: 690.997070
	Iteration 14Q: 3 clusters Score -73109.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -73118.390625 Penalty: 690.997070
	Iteration 15Q: 3 clusters Score -73118.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -73125.164062 Penalty: 690.997070
	Iteration 16Q: 3 clusters Score -73125.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -73129.515625 Penalty: 690.997070
	Iteration 17Q: 3 clusters Score -73129.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -73131.757812 Penalty: 690.997070
	Iteration 18Q: 3 clusters Score -73131.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -73132.609375 Penalty: 690.997070
	Iteration 19Q: 3 clusters Score -73132.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -73133.007812 Penalty: 690.997070
	Iteration 20F: 3 clusters Score -73133.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -73133.101562 Penalty: 690.997070
	Iteration 21Q: 3 clusters Score -73133.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -73133.101562 Penalty: 690.997070
	Iteration 22F: 3 clusters Score -73133.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159035 members 
Mstep: Class 5 contains 13133 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 5430 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 301234 members 
Mstep: Class 16 contains 60361 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5366 members 
Mstep: Class 22 contains 18118 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1077 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36657 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Mstep: Class 42 contains 908 members 
Entering Unmasked Estep 
Score: -28350556.000000 Penalty: 25800.025391
Splitting cluster 24 changes total score from -28350626.000000 to -28350556.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -31659.191406 Penalty: 310.804779
	Iteration 0F: 2 clusters Score -31659.19 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 430 members 
Entering Unmasked Estep 
Score: -30922.742188 Penalty: 621.609558
	Iteration 0F: 3 clusters Score -30922.74 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -31282.914062 Penalty: 621.609558
	Iteration 1F: 3 clusters Score -31282.91 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31369.873047 Penalty: 621.609558
	Iteration 2F: 3 clusters Score -31369.87 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31421.226562 Penalty: 621.609558
	Iteration 3F: 3 clusters Score -31421.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31462.398438 Penalty: 621.609558
	Iteration 4Q: 3 clusters Score -31462.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31498.296875 Penalty: 621.609558
	Iteration 5Q: 3 clusters Score -31498.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31525.777344 Penalty: 621.609558
	Iteration 6Q: 3 clusters Score -31525.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -31555.837891 Penalty: 621.609558
	Iteration 7Q: 3 clusters Score -31555.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -31572.130859 Penalty: 621.609558
	Iteration 8Q: 3 clusters Score -31572.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -31584.380859 Penalty: 621.609558
	Iteration 9Q: 3 clusters Score -31584.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -31589.435547 Penalty: 621.609558
	Iteration 10Q: 3 clusters Score -31589.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -31595.976562 Penalty: 621.609558
	Iteration 11Q: 3 clusters Score -31595.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -31597.441406 Penalty: 621.609558
	Iteration 12Q: 3 clusters Score -31597.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -31600.078125 Penalty: 621.609558
	Iteration 13Q: 3 clusters Score -31600.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -31603.843750 Penalty: 621.609558
	Iteration 14Q: 3 clusters Score -31603.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -31605.574219 Penalty: 621.609558
	Iteration 15Q: 3 clusters Score -31605.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -31607.427734 Penalty: 621.609558
	Iteration 16Q: 3 clusters Score -31607.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -31608.886719 Penalty: 621.609558
	Iteration 17Q: 3 clusters Score -31608.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -31609.806641 Penalty: 621.609558
	Iteration 18Q: 3 clusters Score -31609.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -31609.806641 Penalty: 621.609558
	Iteration 19F: 3 clusters Score -31609.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -52359.054688 Penalty: 327.278503
	Iteration 0F: 2 clusters Score -52359.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -51348.964844 Penalty: 654.557007
	Iteration 0F: 3 clusters Score -51348.96 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -51652.570312 Penalty: 654.557007
	Iteration 1F: 3 clusters Score -51652.57 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -51687.500000 Penalty: 654.557007
	Iteration 2F: 3 clusters Score -51687.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -51702.917969 Penalty: 654.557007
	Iteration 3Q: 3 clusters Score -51702.92 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -51721.675781 Penalty: 654.557007
	Iteration 4Q: 3 clusters Score -51721.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -51741.175781 Penalty: 654.557007
	Iteration 5Q: 3 clusters Score -51741.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -51755.617188 Penalty: 654.557007
	Iteration 6Q: 3 clusters Score -51755.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -51775.738281 Penalty: 654.557007
	Iteration 7Q: 3 clusters Score -51775.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -51793.187500 Penalty: 654.557007
	Iteration 8Q: 3 clusters Score -51793.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -51808.625000 Penalty: 654.557007
	Iteration 9Q: 3 clusters Score -51808.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -51820.441406 Penalty: 654.557007
	Iteration 10Q: 3 clusters Score -51820.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -51837.218750 Penalty: 654.557007
	Iteration 11Q: 3 clusters Score -51837.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -51852.710938 Penalty: 654.557007
	Iteration 12Q: 3 clusters Score -51852.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -51869.277344 Penalty: 654.557007
	Iteration 13Q: 3 clusters Score -51869.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -51884.515625 Penalty: 654.557007
	Iteration 14Q: 3 clusters Score -51884.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -51897.437500 Penalty: 654.557007
	Iteration 15Q: 3 clusters Score -51897.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -51914.636719 Penalty: 654.557007
	Iteration 16Q: 3 clusters Score -51914.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -51936.375000 Penalty: 654.557007
	Iteration 17Q: 3 clusters Score -51936.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -51959.109375 Penalty: 654.557007
	Iteration 18Q: 3 clusters Score -51959.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -51979.585938 Penalty: 654.557007
	Iteration 19Q: 3 clusters Score -51979.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -51995.738281 Penalty: 654.557007
	Iteration 20F: 3 clusters Score -51995.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -52010.085938 Penalty: 654.557007
	Iteration 21Q: 3 clusters Score -52010.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -52022.113281 Penalty: 654.557007
	Iteration 22Q: 3 clusters Score -52022.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -52036.082031 Penalty: 654.557007
	Iteration 23Q: 3 clusters Score -52036.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -52047.101562 Penalty: 654.557007
	Iteration 24Q: 3 clusters Score -52047.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -52058.558594 Penalty: 654.557007
	Iteration 25Q: 3 clusters Score -52058.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -52070.074219 Penalty: 654.557007
	Iteration 26Q: 3 clusters Score -52070.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -52078.871094 Penalty: 654.557007
	Iteration 27Q: 3 clusters Score -52078.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -52086.687500 Penalty: 654.557007
	Iteration 28Q: 3 clusters Score -52086.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -52093.238281 Penalty: 654.557007
	Iteration 29Q: 3 clusters Score -52093.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -52100.527344 Penalty: 654.557007
	Iteration 30Q: 3 clusters Score -52100.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -52108.027344 Penalty: 654.557007
	Iteration 31Q: 3 clusters Score -52108.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -52114.320312 Penalty: 654.557007
	Iteration 32Q: 3 clusters Score -52114.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -52119.503906 Penalty: 654.557007
	Iteration 33Q: 3 clusters Score -52119.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -52122.632812 Penalty: 654.557007
	Iteration 34Q: 3 clusters Score -52122.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -52123.972656 Penalty: 654.557007
	Iteration 35Q: 3 clusters Score -52123.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -52124.187500 Penalty: 654.557007
	Iteration 36Q: 3 clusters Score -52124.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -52124.589844 Penalty: 654.557007
	Iteration 37Q: 3 clusters Score -52124.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -52125.308594 Penalty: 654.557007
	Iteration 38Q: 3 clusters Score -52125.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -52126.636719 Penalty: 654.557007
	Iteration 39Q: 3 clusters Score -52126.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -52127.867188 Penalty: 654.557007
	Iteration 40F: 3 clusters Score -52127.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -52129.039062 Penalty: 654.557007
	Iteration 41Q: 3 clusters Score -52129.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -52129.808594 Penalty: 654.557007
	Iteration 42Q: 3 clusters Score -52129.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -52131.320312 Penalty: 654.557007
	Iteration 43Q: 3 clusters Score -52131.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -52132.902344 Penalty: 654.557007
	Iteration 44Q: 3 clusters Score -52132.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -52135.117188 Penalty: 654.557007
	Iteration 45Q: 3 clusters Score -52135.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -52137.675781 Penalty: 654.557007
	Iteration 46Q: 3 clusters Score -52137.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -52141.070312 Penalty: 654.557007
	Iteration 47Q: 3 clusters Score -52141.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -52143.953125 Penalty: 654.557007
	Iteration 48Q: 3 clusters Score -52143.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -52145.875000 Penalty: 654.557007
	Iteration 49Q: 3 clusters Score -52145.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -52149.316406 Penalty: 654.557007
	Iteration 50Q: 3 clusters Score -52149.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -52153.468750 Penalty: 654.557007
	Iteration 51Q: 3 clusters Score -52153.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -52160.945312 Penalty: 654.557007
	Iteration 52Q: 3 clusters Score -52160.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -52173.593750 Penalty: 654.557007
	Iteration 53Q: 3 clusters Score -52173.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -52180.171875 Penalty: 654.557007
	Iteration 54Q: 3 clusters Score -52180.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -52182.953125 Penalty: 654.557007
	Iteration 55Q: 3 clusters Score -52182.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -52184.542969 Penalty: 654.557007
	Iteration 56Q: 3 clusters Score -52184.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -52187.039062 Penalty: 654.557007
	Iteration 57Q: 3 clusters Score -52187.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -52191.328125 Penalty: 654.557007
	Iteration 58Q: 3 clusters Score -52191.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -52198.246094 Penalty: 654.557007
	Iteration 59Q: 3 clusters Score -52198.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -52203.128906 Penalty: 654.557007
	Iteration 60F: 3 clusters Score -52203.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -52205.679688 Penalty: 654.557007
	Iteration 61Q: 3 clusters Score -52205.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -52207.570312 Penalty: 654.557007
	Iteration 62Q: 3 clusters Score -52207.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -52208.449219 Penalty: 654.557007
	Iteration 63Q: 3 clusters Score -52208.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -52209.136719 Penalty: 654.557007
	Iteration 64Q: 3 clusters Score -52209.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -52210.160156 Penalty: 654.557007
	Iteration 65Q: 3 clusters Score -52210.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -52211.589844 Penalty: 654.557007
	Iteration 66Q: 3 clusters Score -52211.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -52213.218750 Penalty: 654.557007
	Iteration 67Q: 3 clusters Score -52213.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -52213.429688 Penalty: 654.557007
	Iteration 68Q: 3 clusters Score -52213.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -52213.789062 Penalty: 654.557007
	Iteration 69Q: 3 clusters Score -52213.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -52213.929688 Penalty: 654.557007
	Iteration 70Q: 3 clusters Score -52213.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -52213.929688 Penalty: 654.557007
	Iteration 71F: 3 clusters Score -52213.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Entering Unmasked Estep 
Score: -144967.984375 Penalty: 373.362305
	Iteration 0F: 2 clusters Score -144968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -142543.656250 Penalty: 746.724609
	Iteration 0F: 3 clusters Score -142543.7 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -143464.625000 Penalty: 746.724609
	Iteration 1F: 3 clusters Score -143464.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -143627.093750 Penalty: 746.724609
	Iteration 2F: 3 clusters Score -143627.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -143781.406250 Penalty: 746.724609
	Iteration 3F: 3 clusters Score -143781.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -143958.234375 Penalty: 746.724609
	Iteration 4F: 3 clusters Score -143958.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -144158.984375 Penalty: 746.724609
	Iteration 5F: 3 clusters Score -144159 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -144301.000000 Penalty: 746.724609
	Iteration 6Q: 3 clusters Score -144301 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -144411.468750 Penalty: 746.724609
	Iteration 7Q: 3 clusters Score -144411.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -144489.734375 Penalty: 746.724609
	Iteration 8Q: 3 clusters Score -144489.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -144535.234375 Penalty: 746.724609
	Iteration 9Q: 3 clusters Score -144535.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -144559.281250 Penalty: 746.724609
	Iteration 10Q: 3 clusters Score -144559.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -144578.234375 Penalty: 746.724609
	Iteration 11Q: 3 clusters Score -144578.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -144588.359375 Penalty: 746.724609
	Iteration 12Q: 3 clusters Score -144588.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -144595.390625 Penalty: 746.724609
	Iteration 13Q: 3 clusters Score -144595.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -144599.656250 Penalty: 746.724609
	Iteration 14Q: 3 clusters Score -144599.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -144602.828125 Penalty: 746.724609
	Iteration 15Q: 3 clusters Score -144602.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -144603.468750 Penalty: 746.724609
	Iteration 16Q: 3 clusters Score -144603.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -144603.625000 Penalty: 746.724609
	Iteration 17Q: 3 clusters Score -144603.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -144603.625000 Penalty: 746.724609
	Iteration 18F: 3 clusters Score -144603.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Entering Unmasked Estep 
Score: -92456.140625 Penalty: 353.236816
	Iteration 0F: 2 clusters Score -92456.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -90781.265625 Penalty: 706.473633
	Iteration 0F: 3 clusters Score -90781.27 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -91371.820312 Penalty: 706.473633
	Iteration 1F: 3 clusters Score -91371.82 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -91506.820312 Penalty: 706.473633
	Iteration 2F: 3 clusters Score -91506.82 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -91632.757812 Penalty: 706.473633
	Iteration 3F: 3 clusters Score -91632.76 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -91754.375000 Penalty: 706.473633
	Iteration 4F: 3 clusters Score -91754.38 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -91865.953125 Penalty: 706.473633
	Iteration 5F: 3 clusters Score -91865.95 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -91999.328125 Penalty: 706.473633
	Iteration 6F: 3 clusters Score -91999.33 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -92096.562500 Penalty: 706.473633
	Iteration 7Q: 3 clusters Score -92096.56 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -92177.664062 Penalty: 706.473633
	Iteration 8Q: 3 clusters Score -92177.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -92283.210938 Penalty: 706.473633
	Iteration 9Q: 3 clusters Score -92283.21 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -92424.882812 Penalty: 706.473633
	Iteration 10Q: 3 clusters Score -92424.88 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -92529.781250 Penalty: 706.473633
	Iteration 11Q: 3 clusters Score -92529.78 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -92573.695312 Penalty: 706.473633
	Iteration 12Q: 3 clusters Score -92573.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -92589.890625 Penalty: 706.473633
	Iteration 13Q: 3 clusters Score -92589.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -92594.882812 Penalty: 706.473633
	Iteration 14Q: 3 clusters Score -92594.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -92602.390625 Penalty: 706.473633
	Iteration 15Q: 3 clusters Score -92602.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -92609.601562 Penalty: 706.473633
	Iteration 16Q: 3 clusters Score -92609.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -92612.625000 Penalty: 706.473633
	Iteration 17Q: 3 clusters Score -92612.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -92614.093750 Penalty: 706.473633
	Iteration 18Q: 3 clusters Score -92614.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -92614.296875 Penalty: 706.473633
	Iteration 19Q: 3 clusters Score -92614.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -92616.312500 Penalty: 706.473633
	Iteration 20F: 3 clusters Score -92616.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -92616.968750 Penalty: 706.473633
	Iteration 21Q: 3 clusters Score -92616.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -92617.453125 Penalty: 706.473633
	Iteration 22Q: 3 clusters Score -92617.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -92617.585938 Penalty: 706.473633
	Iteration 23Q: 3 clusters Score -92617.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -92617.695312 Penalty: 706.473633
	Iteration 24Q: 3 clusters Score -92617.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -92617.695312 Penalty: 706.473633
	Iteration 25F: 3 clusters Score -92617.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159035 members 
Mstep: Class 5 contains 13133 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 5430 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 301234 members 
Mstep: Class 16 contains 60361 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5366 members 
Mstep: Class 22 contains 18118 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 585 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36657 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Mstep: Class 42 contains 1768 members 
Entering Unmasked Estep 
Score: -28350486.000000 Penalty: 25800.025391
Splitting cluster 28 changes total score from -28350626.000000 to -28350486.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (7173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Entering Unmasked Estep 
Score: -279615.000000 Penalty: 403.952606
	Iteration 0F: 2 clusters Score -279615 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 3665 members 
Entering Unmasked Estep 
Score: -274834.562500 Penalty: 807.905212
	Iteration 0F: 3 clusters Score -274834.6 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -277290.125000 Penalty: 807.905212
	Iteration 1F: 3 clusters Score -277290.1 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -277915.687500 Penalty: 807.905212
	Iteration 2F: 3 clusters Score -277915.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -278443.218750 Penalty: 807.905212
	Iteration 3F: 3 clusters Score -278443.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -278751.812500 Penalty: 807.905212
	Iteration 4F: 3 clusters Score -278751.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -278930.656250 Penalty: 807.905212
	Iteration 5Q: 3 clusters Score -278930.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -279067.718750 Penalty: 807.905212
	Iteration 6Q: 3 clusters Score -279067.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -279132.593750 Penalty: 807.905212
	Iteration 7Q: 3 clusters Score -279132.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -279184.718750 Penalty: 807.905212
	Iteration 8Q: 3 clusters Score -279184.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -279224.062500 Penalty: 807.905212
	Iteration 9Q: 3 clusters Score -279224.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -279252.250000 Penalty: 807.905212
	Iteration 10Q: 3 clusters Score -279252.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -279275.062500 Penalty: 807.905212
	Iteration 11Q: 3 clusters Score -279275.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -279299.750000 Penalty: 807.905212
	Iteration 12Q: 3 clusters Score -279299.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -279324.500000 Penalty: 807.905212
	Iteration 13Q: 3 clusters Score -279324.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -279348.218750 Penalty: 807.905212
	Iteration 14Q: 3 clusters Score -279348.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -279366.500000 Penalty: 807.905212
	Iteration 15Q: 3 clusters Score -279366.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -279374.531250 Penalty: 807.905212
	Iteration 16Q: 3 clusters Score -279374.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -279377.937500 Penalty: 807.905212
	Iteration 17Q: 3 clusters Score -279377.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -279379.281250 Penalty: 807.905212
	Iteration 18Q: 3 clusters Score -279379.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -279380.937500 Penalty: 807.905212
	Iteration 19Q: 3 clusters Score -279380.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -279384.312500 Penalty: 807.905212
	Iteration 20F: 3 clusters Score -279384.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -279387.218750 Penalty: 807.905212
	Iteration 21Q: 3 clusters Score -279387.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -279393.281250 Penalty: 807.905212
	Iteration 22Q: 3 clusters Score -279393.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -279398.531250 Penalty: 807.905212
	Iteration 23Q: 3 clusters Score -279398.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -279402.968750 Penalty: 807.905212
	Iteration 24Q: 3 clusters Score -279403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -279406.562500 Penalty: 807.905212
	Iteration 25Q: 3 clusters Score -279406.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -279408.937500 Penalty: 807.905212
	Iteration 26Q: 3 clusters Score -279408.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -279410.031250 Penalty: 807.905212
	Iteration 27Q: 3 clusters Score -279410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -279412.625000 Penalty: 807.905212
	Iteration 28Q: 3 clusters Score -279412.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -279415.906250 Penalty: 807.905212
	Iteration 29Q: 3 clusters Score -279415.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -279418.437500 Penalty: 807.905212
	Iteration 30Q: 3 clusters Score -279418.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -279419.843750 Penalty: 807.905212
	Iteration 31Q: 3 clusters Score -279419.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -279423.187500 Penalty: 807.905212
	Iteration 32Q: 3 clusters Score -279423.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -279425.875000 Penalty: 807.905212
	Iteration 33Q: 3 clusters Score -279425.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -279427.031250 Penalty: 807.905212
	Iteration 34Q: 3 clusters Score -279427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -279428.187500 Penalty: 807.905212
	Iteration 35Q: 3 clusters Score -279428.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -279428.593750 Penalty: 807.905212
	Iteration 36Q: 3 clusters Score -279428.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -279429.562500 Penalty: 807.905212
	Iteration 37Q: 3 clusters Score -279429.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -279430.468750 Penalty: 807.905212
	Iteration 38Q: 3 clusters Score -279430.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -279430.750000 Penalty: 807.905212
	Iteration 39Q: 3 clusters Score -279430.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -279430.875000 Penalty: 807.905212
	Iteration 40F: 3 clusters Score -279430.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -279430.843750 Penalty: 807.905212
	Iteration 41Q: 3 clusters Score -279430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -279431.593750 Penalty: 807.905212
	Iteration 42Q: 3 clusters Score -279431.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -279432.062500 Penalty: 807.905212
	Iteration 43Q: 3 clusters Score -279432.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -279432.500000 Penalty: 807.905212
	Iteration 44Q: 3 clusters Score -279432.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -279432.125000 Penalty: 807.905212
	Iteration 45Q: 3 clusters Score -279432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -279432.218750 Penalty: 807.905212
	Iteration 46Q: 3 clusters Score -279432.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -279432.375000 Penalty: 807.905212
	Iteration 47Q: 3 clusters Score -279432.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -279433.062500 Penalty: 807.905212
	Iteration 48Q: 3 clusters Score -279433.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -279432.968750 Penalty: 807.905212
	Iteration 49Q: 3 clusters Score -279433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -279432.718750 Penalty: 807.905212
	Iteration 50Q: 3 clusters Score -279432.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -279433.218750 Penalty: 807.905212
	Iteration 51Q: 3 clusters Score -279433.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -279433.406250 Penalty: 807.905212
	Iteration 52Q: 3 clusters Score -279433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -279434.218750 Penalty: 807.905212
	Iteration 53Q: 3 clusters Score -279434.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -279434.218750 Penalty: 807.905212
	Iteration 54F: 3 clusters Score -279434.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (36657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Entering Unmasked Estep 
Score: -1581832.125000 Penalty: 478.175842
	Iteration 0F: 2 clusters Score -1581832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -1557278.125000 Penalty: 956.351685
	Iteration 0F: 3 clusters Score -1557278 nChanged 17627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -1568571.125000 Penalty: 956.351685
	Iteration 1F: 3 clusters Score -1568571 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -1569746.875000 Penalty: 956.351685
	Iteration 2F: 3 clusters Score -1569747 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -1571386.875000 Penalty: 956.351685
	Iteration 3F: 3 clusters Score -1571387 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -1573560.250000 Penalty: 956.351685
	Iteration 4F: 3 clusters Score -1573560 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -1576092.250000 Penalty: 956.351685
	Iteration 5F: 3 clusters Score -1576092 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -1578390.375000 Penalty: 956.351685
	Iteration 6F: 3 clusters Score -1578390 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -1579823.625000 Penalty: 956.351685
	Iteration 7Q: 3 clusters Score -1579824 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -1580540.250000 Penalty: 956.351685
	Iteration 8Q: 3 clusters Score -1580540 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -1580838.625000 Penalty: 956.351685
	Iteration 9Q: 3 clusters Score -1580839 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -1581007.500000 Penalty: 956.351685
	Iteration 10Q: 3 clusters Score -1581008 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -1581147.625000 Penalty: 956.351685
	Iteration 11Q: 3 clusters Score -1581148 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -1581235.875000 Penalty: 956.351685
	Iteration 12Q: 3 clusters Score -1581236 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -1581302.750000 Penalty: 956.351685
	Iteration 13Q: 3 clusters Score -1581303 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -1581358.875000 Penalty: 956.351685
	Iteration 14Q: 3 clusters Score -1581359 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -1581399.875000 Penalty: 956.351685
	Iteration 15Q: 3 clusters Score -1581400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -1581422.125000 Penalty: 956.351685
	Iteration 16Q: 3 clusters Score -1581422 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -1581432.750000 Penalty: 956.351685
	Iteration 17Q: 3 clusters Score -1581433 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -1581446.250000 Penalty: 956.351685
	Iteration 18Q: 3 clusters Score -1581446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -1581455.750000 Penalty: 956.351685
	Iteration 19Q: 3 clusters Score -1581456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -1581467.750000 Penalty: 956.351685
	Iteration 20F: 3 clusters Score -1581468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -1581477.875000 Penalty: 956.351685
	Iteration 21Q: 3 clusters Score -1581478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -1581492.500000 Penalty: 956.351685
	Iteration 22Q: 3 clusters Score -1581492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -1581500.125000 Penalty: 956.351685
	Iteration 23Q: 3 clusters Score -1581500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -1581507.125000 Penalty: 956.351685
	Iteration 24Q: 3 clusters Score -1581507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -1581510.250000 Penalty: 956.351685
	Iteration 25Q: 3 clusters Score -1581510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -1581513.125000 Penalty: 956.351685
	Iteration 26Q: 3 clusters Score -1581513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -1581515.250000 Penalty: 956.351685
	Iteration 27Q: 3 clusters Score -1581515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -1581513.625000 Penalty: 956.351685
	Iteration 28Q: 3 clusters Score -1581514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -1581514.125000 Penalty: 956.351685
	Iteration 29Q: 3 clusters Score -1581514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -1581514.750000 Penalty: 956.351685
	Iteration 30Q: 3 clusters Score -1581515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -1581514.625000 Penalty: 956.351685
	Iteration 31Q: 3 clusters Score -1581515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -1581514.375000 Penalty: 956.351685
	Iteration 32Q: 3 clusters Score -1581514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -1581515.500000 Penalty: 956.351685
	Iteration 33Q: 3 clusters Score -1581516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -1581515.750000 Penalty: 956.351685
	Iteration 34Q: 3 clusters Score -1581516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -1581514.500000 Penalty: 956.351685
	Iteration 35Q: 3 clusters Score -1581514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -1581514.500000 Penalty: 956.351685
	Iteration 36F: 3 clusters Score -1581514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Entering Unmasked Estep 
Score: -135812.687500 Penalty: 371.420410
	Iteration 0F: 2 clusters Score -135812.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -133432.046875 Penalty: 742.840820
	Iteration 0F: 3 clusters Score -133432 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -134440.171875 Penalty: 742.840820
	Iteration 1F: 3 clusters Score -134440.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -134672.453125 Penalty: 742.840820
	Iteration 2F: 3 clusters Score -134672.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -134862.343750 Penalty: 742.840820
	Iteration 3F: 3 clusters Score -134862.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -135027.421875 Penalty: 742.840820
	Iteration 4F: 3 clusters Score -135027.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -135162.234375 Penalty: 742.840820
	Iteration 5F: 3 clusters Score -135162.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -135268.375000 Penalty: 742.840820
	Iteration 6Q: 3 clusters Score -135268.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -135364.625000 Penalty: 742.840820
	Iteration 7Q: 3 clusters Score -135364.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -135429.953125 Penalty: 742.840820
	Iteration 8Q: 3 clusters Score -135430 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -135471.750000 Penalty: 742.840820
	Iteration 9Q: 3 clusters Score -135471.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -135501.437500 Penalty: 742.840820
	Iteration 10Q: 3 clusters Score -135501.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -135519.015625 Penalty: 742.840820
	Iteration 11Q: 3 clusters Score -135519 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -135532.937500 Penalty: 742.840820
	Iteration 12Q: 3 clusters Score -135532.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -135542.531250 Penalty: 742.840820
	Iteration 13Q: 3 clusters Score -135542.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -135548.312500 Penalty: 742.840820
	Iteration 14Q: 3 clusters Score -135548.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -135553.015625 Penalty: 742.840820
	Iteration 15Q: 3 clusters Score -135553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -135558.062500 Penalty: 742.840820
	Iteration 16Q: 3 clusters Score -135558.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -135562.203125 Penalty: 742.840820
	Iteration 17Q: 3 clusters Score -135562.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -135567.390625 Penalty: 742.840820
	Iteration 18Q: 3 clusters Score -135567.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -135571.968750 Penalty: 742.840820
	Iteration 19Q: 3 clusters Score -135572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -135575.625000 Penalty: 742.840820
	Iteration 20F: 3 clusters Score -135575.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -135579.390625 Penalty: 742.840820
	Iteration 21Q: 3 clusters Score -135579.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -135581.796875 Penalty: 742.840820
	Iteration 22Q: 3 clusters Score -135581.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -135586.156250 Penalty: 742.840820
	Iteration 23Q: 3 clusters Score -135586.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -135590.093750 Penalty: 742.840820
	Iteration 24Q: 3 clusters Score -135590.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -135592.156250 Penalty: 742.840820
	Iteration 25Q: 3 clusters Score -135592.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -135592.687500 Penalty: 742.840820
	Iteration 26Q: 3 clusters Score -135592.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -135592.953125 Penalty: 742.840820
	Iteration 27Q: 3 clusters Score -135593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -135593.078125 Penalty: 742.840820
	Iteration 28Q: 3 clusters Score -135593.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -135593.078125 Penalty: 742.840820
	Iteration 29F: 3 clusters Score -135593.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Entering Unmasked Estep 
Score: -50751.464844 Penalty: 331.677277
	Iteration 0F: 2 clusters Score -50751.46 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 734 members 
Entering Unmasked Estep 
Score: -49634.746094 Penalty: 663.354553
	Iteration 0F: 3 clusters Score -49634.75 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -49980.613281 Penalty: 663.354553
	Iteration 1F: 3 clusters Score -49980.61 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -50052.660156 Penalty: 663.354553
	Iteration 2F: 3 clusters Score -50052.66 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -50115.472656 Penalty: 663.354553
	Iteration 3F: 3 clusters Score -50115.47 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -50183.363281 Penalty: 663.354553
	Iteration 4F: 3 clusters Score -50183.36 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -50235.957031 Penalty: 663.354553
	Iteration 5F: 3 clusters Score -50235.96 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -50286.648438 Penalty: 663.354553
	Iteration 6Q: 3 clusters Score -50286.65 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -50324.675781 Penalty: 663.354553
	Iteration 7Q: 3 clusters Score -50324.68 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -50352.761719 Penalty: 663.354553
	Iteration 8Q: 3 clusters Score -50352.76 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -50380.242188 Penalty: 663.354553
	Iteration 9Q: 3 clusters Score -50380.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -50404.667969 Penalty: 663.354553
	Iteration 10Q: 3 clusters Score -50404.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -50430.574219 Penalty: 663.354553
	Iteration 11Q: 3 clusters Score -50430.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -50450.339844 Penalty: 663.354553
	Iteration 12Q: 3 clusters Score -50450.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -50472.910156 Penalty: 663.354553
	Iteration 13Q: 3 clusters Score -50472.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -50502.937500 Penalty: 663.354553
	Iteration 14Q: 3 clusters Score -50502.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -50523.406250 Penalty: 663.354553
	Iteration 15Q: 3 clusters Score -50523.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -50538.980469 Penalty: 663.354553
	Iteration 16Q: 3 clusters Score -50538.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -50553.347656 Penalty: 663.354553
	Iteration 17Q: 3 clusters Score -50553.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -50563.011719 Penalty: 663.354553
	Iteration 18Q: 3 clusters Score -50563.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -50571.683594 Penalty: 663.354553
	Iteration 19Q: 3 clusters Score -50571.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -50577.304688 Penalty: 663.354553
	Iteration 20F: 3 clusters Score -50577.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -50582.671875 Penalty: 663.354553
	Iteration 21Q: 3 clusters Score -50582.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -50587.234375 Penalty: 663.354553
	Iteration 22Q: 3 clusters Score -50587.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -50589.812500 Penalty: 663.354553
	Iteration 23Q: 3 clusters Score -50589.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -50592.835938 Penalty: 663.354553
	Iteration 24Q: 3 clusters Score -50592.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -50594.128906 Penalty: 663.354553
	Iteration 25Q: 3 clusters Score -50594.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -50594.589844 Penalty: 663.354553
	Iteration 26Q: 3 clusters Score -50594.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -50595.253906 Penalty: 663.354553
	Iteration 27Q: 3 clusters Score -50595.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -50597.406250 Penalty: 663.354553
	Iteration 28Q: 3 clusters Score -50597.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -50599.796875 Penalty: 663.354553
	Iteration 29Q: 3 clusters Score -50599.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -50600.664062 Penalty: 663.354553
	Iteration 30Q: 3 clusters Score -50600.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -50601.691406 Penalty: 663.354553
	Iteration 31Q: 3 clusters Score -50601.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -50604.515625 Penalty: 663.354553
	Iteration 32Q: 3 clusters Score -50604.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -50605.750000 Penalty: 663.354553
	Iteration 33Q: 3 clusters Score -50605.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -50607.437500 Penalty: 663.354553
	Iteration 34Q: 3 clusters Score -50607.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -50608.765625 Penalty: 663.354553
	Iteration 35Q: 3 clusters Score -50608.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -50616.167969 Penalty: 663.354553
	Iteration 36Q: 3 clusters Score -50616.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -50621.457031 Penalty: 663.354553
	Iteration 37Q: 3 clusters Score -50621.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -50629.472656 Penalty: 663.354553
	Iteration 38Q: 3 clusters Score -50629.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -50630.441406 Penalty: 663.354553
	Iteration 39Q: 3 clusters Score -50630.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -50630.441406 Penalty: 663.354553
	Iteration 40F: 3 clusters Score -50630.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Entering Unmasked Estep 
Score: -35252.890625 Penalty: 315.559357
	Iteration 0F: 2 clusters Score -35252.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -34430.941406 Penalty: 631.118713
	Iteration 0F: 3 clusters Score -34430.94 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -34775.710938 Penalty: 631.118713
	Iteration 1F: 3 clusters Score -34775.71 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -34936.359375 Penalty: 631.118713
	Iteration 2F: 3 clusters Score -34936.36 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -35041.941406 Penalty: 631.118713
	Iteration 3F: 3 clusters Score -35041.94 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -35128.246094 Penalty: 631.118713
	Iteration 4F: 3 clusters Score -35128.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -35178.679688 Penalty: 631.118713
	Iteration 5Q: 3 clusters Score -35178.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -35221.429688 Penalty: 631.118713
	Iteration 6Q: 3 clusters Score -35221.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -35249.605469 Penalty: 631.118713
	Iteration 7Q: 3 clusters Score -35249.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -35265.421875 Penalty: 631.118713
	Iteration 8Q: 3 clusters Score -35265.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -35278.398438 Penalty: 631.118713
	Iteration 9Q: 3 clusters Score -35278.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -35280.105469 Penalty: 631.118713
	Iteration 10Q: 3 clusters Score -35280.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -35280.757812 Penalty: 631.118713
	Iteration 11Q: 3 clusters Score -35280.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -35281.468750 Penalty: 631.118713
	Iteration 12Q: 3 clusters Score -35281.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -35281.777344 Penalty: 631.118713
	Iteration 13Q: 3 clusters Score -35281.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35281.886719 Penalty: 631.118713
	Iteration 14Q: 3 clusters Score -35281.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35281.886719 Penalty: 631.118713
	Iteration 15F: 3 clusters Score -35281.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159035 members 
Mstep: Class 5 contains 13133 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 5430 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 301234 members 
Mstep: Class 16 contains 60361 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5366 members 
Mstep: Class 22 contains 18118 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36657 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 671 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Mstep: Class 42 contains 357 members 
Entering Unmasked Estep 
Score: -28350370.000000 Penalty: 25800.025391
Splitting cluster 33 changes total score from -28350626.000000 to -28350370.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -45280.773438 Penalty: 324.236969
	Iteration 0F: 2 clusters Score -45280.77 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 615 members 
Entering Unmasked Estep 
Score: -44320.941406 Penalty: 648.473938
	Iteration 0F: 3 clusters Score -44320.94 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -44707.253906 Penalty: 648.473938
	Iteration 1F: 3 clusters Score -44707.25 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -44793.121094 Penalty: 648.473938
	Iteration 2F: 3 clusters Score -44793.12 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -44839.332031 Penalty: 648.473938
	Iteration 3F: 3 clusters Score -44839.33 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -44869.718750 Penalty: 648.473938
	Iteration 4Q: 3 clusters Score -44869.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -44885.683594 Penalty: 648.473938
	Iteration 5Q: 3 clusters Score -44885.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -44901.242188 Penalty: 648.473938
	Iteration 6Q: 3 clusters Score -44901.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -44912.003906 Penalty: 648.473938
	Iteration 7Q: 3 clusters Score -44912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -44920.710938 Penalty: 648.473938
	Iteration 8Q: 3 clusters Score -44920.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -44931.878906 Penalty: 648.473938
	Iteration 9Q: 3 clusters Score -44931.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -44946.859375 Penalty: 648.473938
	Iteration 10Q: 3 clusters Score -44946.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -44952.062500 Penalty: 648.473938
	Iteration 11Q: 3 clusters Score -44952.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -44956.187500 Penalty: 648.473938
	Iteration 12Q: 3 clusters Score -44956.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -44963.101562 Penalty: 648.473938
	Iteration 13Q: 3 clusters Score -44963.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -44975.679688 Penalty: 648.473938
	Iteration 14Q: 3 clusters Score -44975.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -44990.652344 Penalty: 648.473938
	Iteration 15Q: 3 clusters Score -44990.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -44999.117188 Penalty: 648.473938
	Iteration 16Q: 3 clusters Score -44999.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -45005.082031 Penalty: 648.473938
	Iteration 17Q: 3 clusters Score -45005.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -45007.964844 Penalty: 648.473938
	Iteration 18Q: 3 clusters Score -45007.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -45008.851562 Penalty: 648.473938
	Iteration 19Q: 3 clusters Score -45008.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -45011.816406 Penalty: 648.473938
	Iteration 20F: 3 clusters Score -45011.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -45014.031250 Penalty: 648.473938
	Iteration 21Q: 3 clusters Score -45014.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -45016.707031 Penalty: 648.473938
	Iteration 22Q: 3 clusters Score -45016.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -45017.402344 Penalty: 648.473938
	Iteration 23Q: 3 clusters Score -45017.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -45017.402344 Penalty: 648.473938
	Iteration 24F: 3 clusters Score -45017.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -37099.574219 Penalty: 315.780121
	Iteration 0F: 2 clusters Score -37099.57 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 495 members 
Entering Unmasked Estep 
Score: -36297.007812 Penalty: 631.560242
	Iteration 0F: 3 clusters Score -36297.01 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -36624.167969 Penalty: 631.560242
	Iteration 1F: 3 clusters Score -36624.17 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -36703.066406 Penalty: 631.560242
	Iteration 2F: 3 clusters Score -36703.07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -36762.949219 Penalty: 631.560242
	Iteration 3F: 3 clusters Score -36762.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -36814.882812 Penalty: 631.560242
	Iteration 4F: 3 clusters Score -36814.88 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -36866.457031 Penalty: 631.560242
	Iteration 5F: 3 clusters Score -36866.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -36889.156250 Penalty: 631.560242
	Iteration 6Q: 3 clusters Score -36889.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -36906.093750 Penalty: 631.560242
	Iteration 7Q: 3 clusters Score -36906.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -36913.398438 Penalty: 631.560242
	Iteration 8Q: 3 clusters Score -36913.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -36917.695312 Penalty: 631.560242
	Iteration 9Q: 3 clusters Score -36917.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -36919.976562 Penalty: 631.560242
	Iteration 10Q: 3 clusters Score -36919.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36921.925781 Penalty: 631.560242
	Iteration 11Q: 3 clusters Score -36921.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -36922.613281 Penalty: 631.560242
	Iteration 12Q: 3 clusters Score -36922.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -36922.734375 Penalty: 631.560242
	Iteration 13Q: 3 clusters Score -36922.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -36922.734375 Penalty: 631.560242
	Iteration 14F: 3 clusters Score -36922.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -24292.023438 Penalty: 293.207977
	Iteration 0F: 2 clusters Score -24292.02 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 329 members 
Entering Unmasked Estep 
Score: -23710.759766 Penalty: 586.415955
	Iteration 0F: 3 clusters Score -23710.76 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -23859.640625 Penalty: 586.415955
	Iteration 1F: 3 clusters Score -23859.64 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -23890.492188 Penalty: 586.415955
	Iteration 2F: 3 clusters Score -23890.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -23907.556641 Penalty: 586.415955
	Iteration 3Q: 3 clusters Score -23907.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23914.578125 Penalty: 586.415955
	Iteration 4Q: 3 clusters Score -23914.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -23920.085938 Penalty: 586.415955
	Iteration 5Q: 3 clusters Score -23920.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -23924.535156 Penalty: 586.415955
	Iteration 6Q: 3 clusters Score -23924.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -23928.056641 Penalty: 586.415955
	Iteration 7Q: 3 clusters Score -23928.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -23932.539062 Penalty: 586.415955
	Iteration 8Q: 3 clusters Score -23932.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -23937.623047 Penalty: 586.415955
	Iteration 9Q: 3 clusters Score -23937.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -23941.892578 Penalty: 586.415955
	Iteration 10Q: 3 clusters Score -23941.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -23943.984375 Penalty: 586.415955
	Iteration 11Q: 3 clusters Score -23943.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -23948.613281 Penalty: 586.415955
	Iteration 12Q: 3 clusters Score -23948.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -23956.462891 Penalty: 586.415955
	Iteration 13Q: 3 clusters Score -23956.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -23959.496094 Penalty: 586.415955
	Iteration 14Q: 3 clusters Score -23959.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -23965.416016 Penalty: 586.415955
	Iteration 15Q: 3 clusters Score -23965.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -23972.113281 Penalty: 586.415955
	Iteration 16Q: 3 clusters Score -23972.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -23981.250000 Penalty: 586.415955
	Iteration 17Q: 3 clusters Score -23981.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -23986.003906 Penalty: 586.415955
	Iteration 18Q: 3 clusters Score -23986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -23989.318359 Penalty: 586.415955
	Iteration 19Q: 3 clusters Score -23989.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -23989.857422 Penalty: 586.415955
	Iteration 20F: 3 clusters Score -23989.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -23991.123047 Penalty: 586.415955
	Iteration 21Q: 3 clusters Score -23991.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -23992.179688 Penalty: 586.415955
	Iteration 22Q: 3 clusters Score -23992.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -23992.710938 Penalty: 586.415955
	Iteration 23Q: 3 clusters Score -23992.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -23993.250000 Penalty: 586.415955
	Iteration 24Q: 3 clusters Score -23993.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -23994.078125 Penalty: 586.415955
	Iteration 25Q: 3 clusters Score -23994.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -23994.078125 Penalty: 586.415955
	Iteration 26F: 3 clusters Score -23994.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -158206.515625 Penalty: 377.151184
	Iteration 0F: 2 clusters Score -158206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -155497.796875 Penalty: 754.302368
	Iteration 0F: 3 clusters Score -155497.8 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -156560.359375 Penalty: 754.302368
	Iteration 1F: 3 clusters Score -156560.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -156716.640625 Penalty: 754.302368
	Iteration 2F: 3 clusters Score -156716.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -156872.500000 Penalty: 754.302368
	Iteration 3F: 3 clusters Score -156872.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -157032.609375 Penalty: 754.302368
	Iteration 4F: 3 clusters Score -157032.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -157162.984375 Penalty: 754.302368
	Iteration 5F: 3 clusters Score -157163 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -157251.312500 Penalty: 754.302368
	Iteration 6Q: 3 clusters Score -157251.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -157321.921875 Penalty: 754.302368
	Iteration 7Q: 3 clusters Score -157321.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -157371.656250 Penalty: 754.302368
	Iteration 8Q: 3 clusters Score -157371.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -157406.656250 Penalty: 754.302368
	Iteration 9Q: 3 clusters Score -157406.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -157427.125000 Penalty: 754.302368
	Iteration 10Q: 3 clusters Score -157427.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -157433.406250 Penalty: 754.302368
	Iteration 11Q: 3 clusters Score -157433.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -157436.390625 Penalty: 754.302368
	Iteration 12Q: 3 clusters Score -157436.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -157439.406250 Penalty: 754.302368
	Iteration 13Q: 3 clusters Score -157439.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -157443.671875 Penalty: 754.302368
	Iteration 14Q: 3 clusters Score -157443.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -157445.921875 Penalty: 754.302368
	Iteration 15Q: 3 clusters Score -157445.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -157449.968750 Penalty: 754.302368
	Iteration 16Q: 3 clusters Score -157450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -157454.125000 Penalty: 754.302368
	Iteration 17Q: 3 clusters Score -157454.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -157457.453125 Penalty: 754.302368
	Iteration 18Q: 3 clusters Score -157457.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -157463.078125 Penalty: 754.302368
	Iteration 19Q: 3 clusters Score -157463.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -157469.453125 Penalty: 754.302368
	Iteration 20F: 3 clusters Score -157469.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -157479.531250 Penalty: 754.302368
	Iteration 21Q: 3 clusters Score -157479.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -157487.515625 Penalty: 754.302368
	Iteration 22Q: 3 clusters Score -157487.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -157491.843750 Penalty: 754.302368
	Iteration 23Q: 3 clusters Score -157491.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -157496.656250 Penalty: 754.302368
	Iteration 24Q: 3 clusters Score -157496.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -157503.843750 Penalty: 754.302368
	Iteration 25Q: 3 clusters Score -157503.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -157510.531250 Penalty: 754.302368
	Iteration 26Q: 3 clusters Score -157510.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -157517.500000 Penalty: 754.302368
	Iteration 27Q: 3 clusters Score -157517.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -157522.406250 Penalty: 754.302368
	Iteration 28Q: 3 clusters Score -157522.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -157526.171875 Penalty: 754.302368
	Iteration 29Q: 3 clusters Score -157526.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -157528.484375 Penalty: 754.302368
	Iteration 30Q: 3 clusters Score -157528.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -157530.578125 Penalty: 754.302368
	Iteration 31Q: 3 clusters Score -157530.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -157532.953125 Penalty: 754.302368
	Iteration 32Q: 3 clusters Score -157533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -157536.390625 Penalty: 754.302368
	Iteration 33Q: 3 clusters Score -157536.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -157538.375000 Penalty: 754.302368
	Iteration 34Q: 3 clusters Score -157538.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -157541.593750 Penalty: 754.302368
	Iteration 35Q: 3 clusters Score -157541.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -157544.671875 Penalty: 754.302368
	Iteration 36Q: 3 clusters Score -157544.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -157547.812500 Penalty: 754.302368
	Iteration 37Q: 3 clusters Score -157547.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -157550.250000 Penalty: 754.302368
	Iteration 38Q: 3 clusters Score -157550.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -157552.015625 Penalty: 754.302368
	Iteration 39Q: 3 clusters Score -157552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -157552.718750 Penalty: 754.302368
	Iteration 40F: 3 clusters Score -157552.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -157553.171875 Penalty: 754.302368
	Iteration 41Q: 3 clusters Score -157553.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -157554.140625 Penalty: 754.302368
	Iteration 42Q: 3 clusters Score -157554.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -157554.734375 Penalty: 754.302368
	Iteration 43Q: 3 clusters Score -157554.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -157554.656250 Penalty: 754.302368
	Iteration 44Q: 3 clusters Score -157554.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -157554.656250 Penalty: 754.302368
	Iteration 45F: 3 clusters Score -157554.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Entering Unmasked Estep 
Score: -1006210.062500 Penalty: 463.075165
	Iteration 0F: 2 clusters Score -1006210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -988611.750000 Penalty: 926.150330
	Iteration 0F: 3 clusters Score -988611.8 nChanged 12747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -996890.562500 Penalty: 926.150330
	Iteration 1F: 3 clusters Score -996890.6 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -997933.000000 Penalty: 926.150330
	Iteration 2F: 3 clusters Score -997933 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -999245.187500 Penalty: 926.150330
	Iteration 3F: 3 clusters Score -999245.2 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1000573.125000 Penalty: 926.150330
	Iteration 4F: 3 clusters Score -1000573 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1001639.437500 Penalty: 926.150330
	Iteration 5F: 3 clusters Score -1001639 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -1002215.562500 Penalty: 926.150330
	Iteration 6Q: 3 clusters Score -1002216 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1002446.750000 Penalty: 926.150330
	Iteration 7Q: 3 clusters Score -1002447 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -1002556.437500 Penalty: 926.150330
	Iteration 8Q: 3 clusters Score -1002556 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -1002621.812500 Penalty: 926.150330
	Iteration 9Q: 3 clusters Score -1002622 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -1002674.812500 Penalty: 926.150330
	Iteration 10Q: 3 clusters Score -1002675 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -1002719.562500 Penalty: 926.150330
	Iteration 11Q: 3 clusters Score -1002720 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -1002768.062500 Penalty: 926.150330
	Iteration 12Q: 3 clusters Score -1002768 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -1002819.125000 Penalty: 926.150330
	Iteration 13Q: 3 clusters Score -1002819 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -1002876.875000 Penalty: 926.150330
	Iteration 14Q: 3 clusters Score -1002877 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -1002945.875000 Penalty: 926.150330
	Iteration 15Q: 3 clusters Score -1002946 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -1003018.687500 Penalty: 926.150330
	Iteration 16Q: 3 clusters Score -1003019 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -1003095.687500 Penalty: 926.150330
	Iteration 17Q: 3 clusters Score -1003096 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -1003165.187500 Penalty: 926.150330
	Iteration 18Q: 3 clusters Score -1003165 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -1003242.937500 Penalty: 926.150330
	Iteration 19Q: 3 clusters Score -1003243 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -1003318.437500 Penalty: 926.150330
	Iteration 20F: 3 clusters Score -1003318 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -1003417.437500 Penalty: 926.150330
	Iteration 21Q: 3 clusters Score -1003417 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -1003524.000000 Penalty: 926.150330
	Iteration 22Q: 3 clusters Score -1003524 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -1003636.500000 Penalty: 926.150330
	Iteration 23Q: 3 clusters Score -1003636 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -1003741.812500 Penalty: 926.150330
	Iteration 24Q: 3 clusters Score -1003742 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -1003841.125000 Penalty: 926.150330
	Iteration 25Q: 3 clusters Score -1003841 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -1003953.937500 Penalty: 926.150330
	Iteration 26Q: 3 clusters Score -1003954 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -1004084.250000 Penalty: 926.150330
	Iteration 27Q: 3 clusters Score -1004084 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -1004241.500000 Penalty: 926.150330
	Iteration 28Q: 3 clusters Score -1004242 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -1004404.250000 Penalty: 926.150330
	Iteration 29Q: 3 clusters Score -1004404 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -1004571.687500 Penalty: 926.150330
	Iteration 30Q: 3 clusters Score -1004572 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -1004764.062500 Penalty: 926.150330
	Iteration 31Q: 3 clusters Score -1004764 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -1004942.062500 Penalty: 926.150330
	Iteration 32Q: 3 clusters Score -1004942 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -1005112.500000 Penalty: 926.150330
	Iteration 33Q: 3 clusters Score -1005112 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -1005275.062500 Penalty: 926.150330
	Iteration 34Q: 3 clusters Score -1005275 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -1005419.625000 Penalty: 926.150330
	Iteration 35Q: 3 clusters Score -1005420 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -1005531.562500 Penalty: 926.150330
	Iteration 36Q: 3 clusters Score -1005532 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -1005615.187500 Penalty: 926.150330
	Iteration 37Q: 3 clusters Score -1005615 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -1005674.312500 Penalty: 926.150330
	Iteration 38Q: 3 clusters Score -1005674 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -1005721.375000 Penalty: 926.150330
	Iteration 39Q: 3 clusters Score -1005721 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -1005752.062500 Penalty: 926.150330
	Iteration 40F: 3 clusters Score -1005752 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -1005774.812500 Penalty: 926.150330
	Iteration 41Q: 3 clusters Score -1005775 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -1005801.000000 Penalty: 926.150330
	Iteration 42Q: 3 clusters Score -1005801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -1005816.750000 Penalty: 926.150330
	Iteration 43Q: 3 clusters Score -1005817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -1005825.125000 Penalty: 926.150330
	Iteration 44Q: 3 clusters Score -1005825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -1005838.062500 Penalty: 926.150330
	Iteration 45Q: 3 clusters Score -1005838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -1005854.812500 Penalty: 926.150330
	Iteration 46Q: 3 clusters Score -1005855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -1005866.875000 Penalty: 926.150330
	Iteration 47Q: 3 clusters Score -1005867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -1005876.625000 Penalty: 926.150330
	Iteration 48Q: 3 clusters Score -1005877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -1005886.187500 Penalty: 926.150330
	Iteration 49Q: 3 clusters Score -1005886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -1005892.062500 Penalty: 926.150330
	Iteration 50Q: 3 clusters Score -1005892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -1005903.125000 Penalty: 926.150330
	Iteration 51Q: 3 clusters Score -1005903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -1005914.562500 Penalty: 926.150330
	Iteration 52Q: 3 clusters Score -1005915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -1005918.937500 Penalty: 926.150330
	Iteration 53Q: 3 clusters Score -1005919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -1005919.937500 Penalty: 926.150330
	Iteration 54Q: 3 clusters Score -1005920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -1005920.687500 Penalty: 926.150330
	Iteration 55Q: 3 clusters Score -1005921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -1005925.437500 Penalty: 926.150330
	Iteration 56Q: 3 clusters Score -1005925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -1005929.062500 Penalty: 926.150330
	Iteration 57Q: 3 clusters Score -1005929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -1005928.562500 Penalty: 926.150330
	Iteration 58Q: 3 clusters Score -1005929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -1005930.125000 Penalty: 926.150330
	Iteration 59Q: 3 clusters Score -1005930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -1005930.125000 Penalty: 926.150330
	Iteration 60F: 3 clusters Score -1005930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -5095.415527 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -5095.416 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 82 members 
Entering Unmasked Estep 
Score: -4836.198242 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -4836.198 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4879.513184 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -4879.513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4887.991699 Penalty: 473.564606
	Iteration 2Q: 3 clusters Score -4887.992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4893.089844 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -4893.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4895.558105 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -4895.558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4903.875488 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -4903.875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4913.544434 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -4913.544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4918.029297 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -4918.029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4923.577148 Penalty: 473.564606
	Iteration 8Q: 3 clusters Score -4923.577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4929.338379 Penalty: 473.564606
	Iteration 9Q: 3 clusters Score -4929.338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4930.042969 Penalty: 473.564606
	Iteration 10Q: 3 clusters Score -4930.043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4930.042969 Penalty: 473.564606
	Iteration 11F: 3 clusters Score -4930.043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -106387.570312 Penalty: 358.628143
	Iteration 0F: 2 clusters Score -106387.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -104532.703125 Penalty: 717.256287
	Iteration 0F: 3 clusters Score -104532.7 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -105213.500000 Penalty: 717.256287
	Iteration 1F: 3 clusters Score -105213.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -105356.664062 Penalty: 717.256287
	Iteration 2F: 3 clusters Score -105356.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -105485.132812 Penalty: 717.256287
	Iteration 3F: 3 clusters Score -105485.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -105576.367188 Penalty: 717.256287
	Iteration 4F: 3 clusters Score -105576.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -105648.453125 Penalty: 717.256287
	Iteration 5Q: 3 clusters Score -105648.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -105698.992188 Penalty: 717.256287
	Iteration 6Q: 3 clusters Score -105699 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -105748.476562 Penalty: 717.256287
	Iteration 7Q: 3 clusters Score -105748.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -105779.460938 Penalty: 717.256287
	Iteration 8Q: 3 clusters Score -105779.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -105797.046875 Penalty: 717.256287
	Iteration 9Q: 3 clusters Score -105797 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -105815.875000 Penalty: 717.256287
	Iteration 10Q: 3 clusters Score -105815.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -105826.570312 Penalty: 717.256287
	Iteration 11Q: 3 clusters Score -105826.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -105837.304688 Penalty: 717.256287
	Iteration 12Q: 3 clusters Score -105837.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -105847.039062 Penalty: 717.256287
	Iteration 13Q: 3 clusters Score -105847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -105857.515625 Penalty: 717.256287
	Iteration 14Q: 3 clusters Score -105857.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -105866.718750 Penalty: 717.256287
	Iteration 15Q: 3 clusters Score -105866.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -105876.335938 Penalty: 717.256287
	Iteration 16Q: 3 clusters Score -105876.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -105885.515625 Penalty: 717.256287
	Iteration 17Q: 3 clusters Score -105885.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -105896.585938 Penalty: 717.256287
	Iteration 18Q: 3 clusters Score -105896.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -105904.554688 Penalty: 717.256287
	Iteration 19Q: 3 clusters Score -105904.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -105912.062500 Penalty: 717.256287
	Iteration 20F: 3 clusters Score -105912.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -105919.953125 Penalty: 717.256287
	Iteration 21Q: 3 clusters Score -105920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -105925.273438 Penalty: 717.256287
	Iteration 22Q: 3 clusters Score -105925.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -105929.406250 Penalty: 717.256287
	Iteration 23Q: 3 clusters Score -105929.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -105934.382812 Penalty: 717.256287
	Iteration 24Q: 3 clusters Score -105934.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -105942.054688 Penalty: 717.256287
	Iteration 25Q: 3 clusters Score -105942.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -105952.078125 Penalty: 717.256287
	Iteration 26Q: 3 clusters Score -105952.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -105957.070312 Penalty: 717.256287
	Iteration 27Q: 3 clusters Score -105957.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -105960.390625 Penalty: 717.256287
	Iteration 28Q: 3 clusters Score -105960.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -105964.453125 Penalty: 717.256287
	Iteration 29Q: 3 clusters Score -105964.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -105967.234375 Penalty: 717.256287
	Iteration 30Q: 3 clusters Score -105967.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -105969.140625 Penalty: 717.256287
	Iteration 31Q: 3 clusters Score -105969.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -105971.453125 Penalty: 717.256287
	Iteration 32Q: 3 clusters Score -105971.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -105976.835938 Penalty: 717.256287
	Iteration 33Q: 3 clusters Score -105976.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -105981.359375 Penalty: 717.256287
	Iteration 34Q: 3 clusters Score -105981.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -105986.656250 Penalty: 717.256287
	Iteration 35Q: 3 clusters Score -105986.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -105990.414062 Penalty: 717.256287
	Iteration 36Q: 3 clusters Score -105990.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -105993.539062 Penalty: 717.256287
	Iteration 37Q: 3 clusters Score -105993.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -105996.062500 Penalty: 717.256287
	Iteration 38Q: 3 clusters Score -105996.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -105998.468750 Penalty: 717.256287
	Iteration 39Q: 3 clusters Score -105998.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -105999.414062 Penalty: 717.256287
	Iteration 40F: 3 clusters Score -105999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -105999.734375 Penalty: 717.256287
	Iteration 41Q: 3 clusters Score -105999.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -106000.039062 Penalty: 717.256287
	Iteration 42Q: 3 clusters Score -106000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -106000.179688 Penalty: 717.256287
	Iteration 43Q: 3 clusters Score -106000.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -106001.140625 Penalty: 717.256287
	Iteration 44Q: 3 clusters Score -106001.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -106003.148438 Penalty: 717.256287
	Iteration 45Q: 3 clusters Score -106003.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -106004.898438 Penalty: 717.256287
	Iteration 46Q: 3 clusters Score -106004.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -106009.601562 Penalty: 717.256287
	Iteration 47Q: 3 clusters Score -106009.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -106012.687500 Penalty: 717.256287
	Iteration 48Q: 3 clusters Score -106012.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -106017.445312 Penalty: 717.256287
	Iteration 49Q: 3 clusters Score -106017.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -106023.210938 Penalty: 717.256287
	Iteration 50Q: 3 clusters Score -106023.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -106027.304688 Penalty: 717.256287
	Iteration 51Q: 3 clusters Score -106027.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -106030.484375 Penalty: 717.256287
	Iteration 52Q: 3 clusters Score -106030.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -106034.093750 Penalty: 717.256287
	Iteration 53Q: 3 clusters Score -106034.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -106039.093750 Penalty: 717.256287
	Iteration 54Q: 3 clusters Score -106039.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -106044.921875 Penalty: 717.256287
	Iteration 55Q: 3 clusters Score -106044.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -106051.226562 Penalty: 717.256287
	Iteration 56Q: 3 clusters Score -106051.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -106057.164062 Penalty: 717.256287
	Iteration 57Q: 3 clusters Score -106057.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -106062.093750 Penalty: 717.256287
	Iteration 58Q: 3 clusters Score -106062.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -106067.007812 Penalty: 717.256287
	Iteration 59Q: 3 clusters Score -106067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -106070.273438 Penalty: 717.256287
	Iteration 60F: 3 clusters Score -106070.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -106072.140625 Penalty: 717.256287
	Iteration 61Q: 3 clusters Score -106072.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -106072.851562 Penalty: 717.256287
	Iteration 62Q: 3 clusters Score -106072.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -106072.851562 Penalty: 717.256287
	Iteration 63F: 3 clusters Score -106072.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Entering Unmasked Estep 
Score: -38062.605469 Penalty: 313.057465
	Iteration 0F: 2 clusters Score -38062.61 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 471 members 
Entering Unmasked Estep 
Score: -37240.929688 Penalty: 626.114929
	Iteration 0F: 3 clusters Score -37240.93 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -37512.164062 Penalty: 626.114929
	Iteration 1F: 3 clusters Score -37512.16 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -37593.718750 Penalty: 626.114929
	Iteration 2F: 3 clusters Score -37593.72 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37660.132812 Penalty: 626.114929
	Iteration 3F: 3 clusters Score -37660.13 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37690.406250 Penalty: 626.114929
	Iteration 4Q: 3 clusters Score -37690.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37711.488281 Penalty: 626.114929
	Iteration 5Q: 3 clusters Score -37711.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37727.429688 Penalty: 626.114929
	Iteration 6Q: 3 clusters Score -37727.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37736.496094 Penalty: 626.114929
	Iteration 7Q: 3 clusters Score -37736.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -37747.460938 Penalty: 626.114929
	Iteration 8Q: 3 clusters Score -37747.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37755.812500 Penalty: 626.114929
	Iteration 9Q: 3 clusters Score -37755.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37758.566406 Penalty: 626.114929
	Iteration 10Q: 3 clusters Score -37758.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37759.687500 Penalty: 626.114929
	Iteration 11Q: 3 clusters Score -37759.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37760.914062 Penalty: 626.114929
	Iteration 12Q: 3 clusters Score -37760.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37762.710938 Penalty: 626.114929
	Iteration 13Q: 3 clusters Score -37762.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37765.785156 Penalty: 626.114929
	Iteration 14Q: 3 clusters Score -37765.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37766.585938 Penalty: 626.114929
	Iteration 15Q: 3 clusters Score -37766.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37767.929688 Penalty: 626.114929
	Iteration 16Q: 3 clusters Score -37767.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37768.703125 Penalty: 626.114929
	Iteration 17Q: 3 clusters Score -37768.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37770.488281 Penalty: 626.114929
	Iteration 18Q: 3 clusters Score -37770.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37772.128906 Penalty: 626.114929
	Iteration 19Q: 3 clusters Score -37772.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37772.781250 Penalty: 626.114929
	Iteration 20F: 3 clusters Score -37772.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37773.203125 Penalty: 626.114929
	Iteration 21Q: 3 clusters Score -37773.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37773.941406 Penalty: 626.114929
	Iteration 22Q: 3 clusters Score -37773.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37773.941406 Penalty: 626.114929
	Iteration 23F: 3 clusters Score -37773.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159035 members 
Mstep: Class 5 contains 13133 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 5430 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 301234 members 
Mstep: Class 16 contains 60361 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5366 members 
Mstep: Class 22 contains 18118 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36657 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350624.000000 Penalty: 25185.738281
Iteration 359Q: 42 clusters Score -2.835062e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159025 members 
Mstep: Class 5 contains 13133 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 5428 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 301233 members 
Mstep: Class 16 contains 60364 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5364 members 
Mstep: Class 22 contains 18115 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36672 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350612.000000 Penalty: 25185.738281
Iteration 360F: 42 clusters Score -2.835061e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159019 members 
Mstep: Class 5 contains 13134 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 5425 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 301231 members 
Mstep: Class 16 contains 60368 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5359 members 
Mstep: Class 22 contains 18113 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36685 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350618.000000 Penalty: 25185.738281
Iteration 361Q: 42 clusters Score -2.835062e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159010 members 
Mstep: Class 5 contains 13135 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5895 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26548 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 301232 members 
Mstep: Class 16 contains 60372 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5358 members 
Mstep: Class 22 contains 18112 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36694 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350622.000000 Penalty: 25185.738281
Iteration 362Q: 42 clusters Score -2.835062e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 159003 members 
Mstep: Class 5 contains 13135 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5893 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 26548 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 301232 members 
Mstep: Class 16 contains 60374 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5359 members 
Mstep: Class 22 contains 18109 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36706 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350608.000000 Penalty: 25185.738281
Iteration 363Q: 42 clusters Score -2.835061e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158999 members 
Mstep: Class 5 contains 13135 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 5415 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5894 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 301233 members 
Mstep: Class 16 contains 60377 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5357 members 
Mstep: Class 22 contains 18106 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36714 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350612.000000 Penalty: 25185.738281
Iteration 364Q: 42 clusters Score -2.835061e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158994 members 
Mstep: Class 5 contains 13135 members 
Mstep: Class 6 contains 2177 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5895 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 301237 members 
Mstep: Class 16 contains 60378 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5356 members 
Mstep: Class 22 contains 18102 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36720 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350630.000000 Penalty: 25185.738281
Iteration 365Q: 42 clusters Score -2.835063e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158988 members 
Mstep: Class 5 contains 13135 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5895 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 301235 members 
Mstep: Class 16 contains 60379 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5354 members 
Mstep: Class 22 contains 18099 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36732 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350640.000000 Penalty: 25185.738281
Iteration 366Q: 42 clusters Score -2.835064e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158979 members 
Mstep: Class 5 contains 13135 members 
Mstep: Class 6 contains 2174 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5894 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7313 members 
Mstep: Class 15 contains 301230 members 
Mstep: Class 16 contains 60379 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5353 members 
Mstep: Class 22 contains 18098 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36750 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350638.000000 Penalty: 25185.738281
Iteration 367Q: 42 clusters Score -2.835064e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158970 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5893 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7314 members 
Mstep: Class 15 contains 301228 members 
Mstep: Class 16 contains 60379 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5350 members 
Mstep: Class 22 contains 18095 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36767 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350630.000000 Penalty: 25185.738281
Iteration 368Q: 42 clusters Score -2.835063e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158957 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2172 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5890 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7315 members 
Mstep: Class 15 contains 301228 members 
Mstep: Class 16 contains 60379 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5348 members 
Mstep: Class 22 contains 18094 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36786 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350638.000000 Penalty: 25185.738281
Iteration 369Q: 42 clusters Score -2.835064e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158950 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2171 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5887 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7316 members 
Mstep: Class 15 contains 301227 members 
Mstep: Class 16 contains 60378 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5349 members 
Mstep: Class 22 contains 18091 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36800 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350614.000000 Penalty: 25185.738281
Iteration 370Q: 42 clusters Score -2.835061e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158936 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2171 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5886 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 15 contains 301222 members 
Mstep: Class 16 contains 60379 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5348 members 
Mstep: Class 22 contains 18091 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1329 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36817 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350618.000000 Penalty: 25185.738281
Iteration 371Q: 42 clusters Score -2.835062e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158922 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 4399 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5884 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 301222 members 
Mstep: Class 16 contains 60381 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5350 members 
Mstep: Class 22 contains 18090 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1329 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36832 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350616.000000 Penalty: 25185.738281
Iteration 372Q: 42 clusters Score -2.835062e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158915 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2168 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 4399 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5883 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7317 members 
Mstep: Class 15 contains 301221 members 
Mstep: Class 16 contains 60381 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5347 members 
Mstep: Class 22 contains 18087 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1329 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36849 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350608.000000 Penalty: 25185.738281
Iteration 373Q: 42 clusters Score -2.835061e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158906 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2166 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 4399 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5882 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 301224 members 
Mstep: Class 16 contains 60382 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5342 members 
Mstep: Class 22 contains 18087 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1329 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36862 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350592.000000 Penalty: 25185.738281
Iteration 374Q: 42 clusters Score -2.835059e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158891 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2162 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5880 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 15 contains 301228 members 
Mstep: Class 16 contains 60383 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5337 members 
Mstep: Class 22 contains 18087 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1329 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36883 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350604.000000 Penalty: 25185.738281
Iteration 375Q: 42 clusters Score -2.83506e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158881 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2156 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5878 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 15 contains 301231 members 
Mstep: Class 16 contains 60383 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5331 members 
Mstep: Class 22 contains 18090 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36900 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350578.000000 Penalty: 25185.738281
Iteration 376Q: 42 clusters Score -2.835058e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158875 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2159 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5876 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 301232 members 
Mstep: Class 16 contains 60383 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 18088 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1327 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36921 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350612.000000 Penalty: 25185.738281
Iteration 377Q: 42 clusters Score -2.835061e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158863 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2159 members 
Mstep: Class 7 contains 5409 members 
Mstep: Class 8 contains 4396 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5872 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 301236 members 
Mstep: Class 16 contains 60383 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5315 members 
Mstep: Class 22 contains 18088 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1326 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36945 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350640.000000 Penalty: 25185.738281
Iteration 378Q: 42 clusters Score -2.835064e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158852 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 5409 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5871 members 
Mstep: Class 11 contains 6296 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 301240 members 
Mstep: Class 16 contains 60383 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3448 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 18085 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1325 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36970 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350646.000000 Penalty: 25185.738281
Iteration 379Q: 42 clusters Score -2.835065e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158845 members 
Mstep: Class 5 contains 13133 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5871 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 15 contains 301240 members 
Mstep: Class 16 contains 60383 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5303 members 
Mstep: Class 22 contains 18082 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 36988 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350636.000000 Penalty: 25185.738281
Iteration 380F: 42 clusters Score -2.835064e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158838 members 
Mstep: Class 5 contains 13132 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5870 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 301237 members 
Mstep: Class 16 contains 60383 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5296 members 
Mstep: Class 22 contains 18078 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37010 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350672.000000 Penalty: 25185.738281
Iteration 381Q: 42 clusters Score -2.835067e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158834 members 
Mstep: Class 5 contains 13131 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5872 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7323 members 
Mstep: Class 15 contains 301242 members 
Mstep: Class 16 contains 60383 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5281 members 
Mstep: Class 22 contains 18071 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37030 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350666.000000 Penalty: 25185.738281
Iteration 382Q: 42 clusters Score -2.835067e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158830 members 
Mstep: Class 5 contains 13130 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5872 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7326 members 
Mstep: Class 15 contains 301237 members 
Mstep: Class 16 contains 60383 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5274 members 
Mstep: Class 22 contains 18070 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37046 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350684.000000 Penalty: 25185.738281
Iteration 383Q: 42 clusters Score -2.835068e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158825 members 
Mstep: Class 5 contains 13130 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5870 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 301236 members 
Mstep: Class 16 contains 60383 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5266 members 
Mstep: Class 22 contains 18069 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37062 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350696.000000 Penalty: 25185.738281
Iteration 384Q: 42 clusters Score -2.83507e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158812 members 
Mstep: Class 5 contains 13130 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5868 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7331 members 
Mstep: Class 15 contains 301239 members 
Mstep: Class 16 contains 60383 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5261 members 
Mstep: Class 22 contains 18069 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37078 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350688.000000 Penalty: 25185.738281
Iteration 385Q: 42 clusters Score -2.835069e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158800 members 
Mstep: Class 5 contains 13129 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5870 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7330 members 
Mstep: Class 15 contains 301245 members 
Mstep: Class 16 contains 60384 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5255 members 
Mstep: Class 22 contains 18069 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37089 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350692.000000 Penalty: 25185.738281
Iteration 386Q: 42 clusters Score -2.835069e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158785 members 
Mstep: Class 5 contains 13129 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5872 members 
Mstep: Class 11 contains 6296 members 
Mstep: Class 12 contains 26545 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7331 members 
Mstep: Class 15 contains 301250 members 
Mstep: Class 16 contains 60386 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5246 members 
Mstep: Class 22 contains 18068 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37106 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350672.000000 Penalty: 25185.738281
Iteration 387Q: 42 clusters Score -2.835067e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158770 members 
Mstep: Class 5 contains 13130 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5872 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26545 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7331 members 
Mstep: Class 15 contains 301250 members 
Mstep: Class 16 contains 60387 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5244 members 
Mstep: Class 22 contains 18068 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37122 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350686.000000 Penalty: 25185.738281
Iteration 388Q: 42 clusters Score -2.835069e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158757 members 
Mstep: Class 5 contains 13131 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5871 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26545 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7331 members 
Mstep: Class 15 contains 301246 members 
Mstep: Class 16 contains 60389 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5244 members 
Mstep: Class 22 contains 18067 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3661 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37139 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350674.000000 Penalty: 25185.738281
Iteration 389Q: 42 clusters Score -2.835067e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158741 members 
Mstep: Class 5 contains 13132 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5870 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26545 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7331 members 
Mstep: Class 15 contains 301247 members 
Mstep: Class 16 contains 60390 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5240 members 
Mstep: Class 22 contains 18067 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3660 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37158 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350652.000000 Penalty: 25185.738281
Iteration 390Q: 42 clusters Score -2.835065e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158726 members 
Mstep: Class 5 contains 13133 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5869 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7331 members 
Mstep: Class 15 contains 301246 members 
Mstep: Class 16 contains 60391 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5236 members 
Mstep: Class 22 contains 18067 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3659 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37177 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350648.000000 Penalty: 25185.738281
Iteration 391Q: 42 clusters Score -2.835065e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158711 members 
Mstep: Class 5 contains 13133 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5868 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7332 members 
Mstep: Class 15 contains 301242 members 
Mstep: Class 16 contains 60393 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5232 members 
Mstep: Class 22 contains 18067 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3658 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37198 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350674.000000 Penalty: 25185.738281
Iteration 392Q: 42 clusters Score -2.835067e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158699 members 
Mstep: Class 5 contains 13133 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5864 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7333 members 
Mstep: Class 15 contains 301244 members 
Mstep: Class 16 contains 60394 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5228 members 
Mstep: Class 22 contains 18067 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37216 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350666.000000 Penalty: 25185.738281
Iteration 393Q: 42 clusters Score -2.835067e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158685 members 
Mstep: Class 5 contains 13133 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5861 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7334 members 
Mstep: Class 15 contains 301239 members 
Mstep: Class 16 contains 60395 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 18068 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37236 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350634.000000 Penalty: 25185.738281
Iteration 394Q: 42 clusters Score -2.835063e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158667 members 
Mstep: Class 5 contains 13132 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5857 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7334 members 
Mstep: Class 15 contains 301240 members 
Mstep: Class 16 contains 60398 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 18068 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37255 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350622.000000 Penalty: 25185.738281
Iteration 395Q: 42 clusters Score -2.835062e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158647 members 
Mstep: Class 5 contains 13132 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5851 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26545 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7334 members 
Mstep: Class 15 contains 301238 members 
Mstep: Class 16 contains 60400 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5230 members 
Mstep: Class 22 contains 18069 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37278 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350648.000000 Penalty: 25185.738281
Iteration 396Q: 42 clusters Score -2.835065e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158623 members 
Mstep: Class 5 contains 13132 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5849 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26544 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7334 members 
Mstep: Class 15 contains 301243 members 
Mstep: Class 16 contains 60404 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5233 members 
Mstep: Class 22 contains 18069 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37293 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350652.000000 Penalty: 25185.738281
Iteration 397Q: 42 clusters Score -2.835065e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158603 members 
Mstep: Class 5 contains 13132 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5849 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26542 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7334 members 
Mstep: Class 15 contains 301249 members 
Mstep: Class 16 contains 60407 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 18069 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37304 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350670.000000 Penalty: 25185.738281
Iteration 398Q: 42 clusters Score -2.835067e+07 nChanged 21
Entering ConstructFrom: 
Score: -28350670.000000 Penalty: 25185.738281
Entering ConstructFrom: 
Trying to split cluster 1 (3100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Entering Unmasked Estep 
Score: -118875.117188 Penalty: 365.781677
	Iteration 0F: 2 clusters Score -118875.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -116767.554688 Penalty: 731.563354
	Iteration 0F: 3 clusters Score -116767.6 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -117576.476562 Penalty: 731.563354
	Iteration 1F: 3 clusters Score -117576.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -117705.289062 Penalty: 731.563354
	Iteration 2F: 3 clusters Score -117705.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -117819.156250 Penalty: 731.563354
	Iteration 3F: 3 clusters Score -117819.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -117898.531250 Penalty: 731.563354
	Iteration 4Q: 3 clusters Score -117898.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -117976.648438 Penalty: 731.563354
	Iteration 5Q: 3 clusters Score -117976.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -118047.281250 Penalty: 731.563354
	Iteration 6Q: 3 clusters Score -118047.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -118103.953125 Penalty: 731.563354
	Iteration 7Q: 3 clusters Score -118104 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -118160.250000 Penalty: 731.563354
	Iteration 8Q: 3 clusters Score -118160.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -118228.007812 Penalty: 731.563354
	Iteration 9Q: 3 clusters Score -118228 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -118282.984375 Penalty: 731.563354
	Iteration 10Q: 3 clusters Score -118283 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -118318.187500 Penalty: 731.563354
	Iteration 11Q: 3 clusters Score -118318.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -118336.632812 Penalty: 731.563354
	Iteration 12Q: 3 clusters Score -118336.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -118348.257812 Penalty: 731.563354
	Iteration 13Q: 3 clusters Score -118348.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -118358.312500 Penalty: 731.563354
	Iteration 14Q: 3 clusters Score -118358.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -118367.570312 Penalty: 731.563354
	Iteration 15Q: 3 clusters Score -118367.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -118375.054688 Penalty: 731.563354
	Iteration 16Q: 3 clusters Score -118375.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -118381.945312 Penalty: 731.563354
	Iteration 17Q: 3 clusters Score -118381.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -118386.625000 Penalty: 731.563354
	Iteration 18Q: 3 clusters Score -118386.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -118391.101562 Penalty: 731.563354
	Iteration 19Q: 3 clusters Score -118391.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -118399.468750 Penalty: 731.563354
	Iteration 20F: 3 clusters Score -118399.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -118407.179688 Penalty: 731.563354
	Iteration 21Q: 3 clusters Score -118407.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -118409.976562 Penalty: 731.563354
	Iteration 22Q: 3 clusters Score -118410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -118413.382812 Penalty: 731.563354
	Iteration 23Q: 3 clusters Score -118413.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -118416.328125 Penalty: 731.563354
	Iteration 24Q: 3 clusters Score -118416.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -118419.289062 Penalty: 731.563354
	Iteration 25Q: 3 clusters Score -118419.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -118421.648438 Penalty: 731.563354
	Iteration 26Q: 3 clusters Score -118421.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -118423.140625 Penalty: 731.563354
	Iteration 27Q: 3 clusters Score -118423.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -118424.289062 Penalty: 731.563354
	Iteration 28Q: 3 clusters Score -118424.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -118425.000000 Penalty: 731.563354
	Iteration 29Q: 3 clusters Score -118425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -118426.031250 Penalty: 731.563354
	Iteration 30Q: 3 clusters Score -118426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -118426.453125 Penalty: 731.563354
	Iteration 31Q: 3 clusters Score -118426.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -118427.062500 Penalty: 731.563354
	Iteration 32Q: 3 clusters Score -118427.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -118427.601562 Penalty: 731.563354
	Iteration 33Q: 3 clusters Score -118427.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -118428.093750 Penalty: 731.563354
	Iteration 34Q: 3 clusters Score -118428.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -118428.804688 Penalty: 731.563354
	Iteration 35Q: 3 clusters Score -118428.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -118429.953125 Penalty: 731.563354
	Iteration 36Q: 3 clusters Score -118430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -118430.867188 Penalty: 731.563354
	Iteration 37Q: 3 clusters Score -118430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -118431.343750 Penalty: 731.563354
	Iteration 38Q: 3 clusters Score -118431.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -118431.867188 Penalty: 731.563354
	Iteration 39Q: 3 clusters Score -118431.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -118432.085938 Penalty: 731.563354
	Iteration 40F: 3 clusters Score -118432.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -118432.195312 Penalty: 731.563354
	Iteration 41Q: 3 clusters Score -118432.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -118432.218750 Penalty: 731.563354
	Iteration 42Q: 3 clusters Score -118432.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -118432.375000 Penalty: 731.563354
	Iteration 43Q: 3 clusters Score -118432.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -118432.375000 Penalty: 731.563354
	Iteration 44Q: 3 clusters Score -118432.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -118432.515625 Penalty: 731.563354
	Iteration 45Q: 3 clusters Score -118432.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -118433.078125 Penalty: 731.563354
	Iteration 46Q: 3 clusters Score -118433.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -118433.539062 Penalty: 731.563354
	Iteration 47Q: 3 clusters Score -118433.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -118433.859375 Penalty: 731.563354
	Iteration 48Q: 3 clusters Score -118433.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -118434.273438 Penalty: 731.563354
	Iteration 49Q: 3 clusters Score -118434.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -118434.445312 Penalty: 731.563354
	Iteration 50Q: 3 clusters Score -118434.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -118434.304688 Penalty: 731.563354
	Iteration 51Q: 3 clusters Score -118434.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118434.523438 Penalty: 731.563354
	Iteration 52Q: 3 clusters Score -118434.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118434.523438 Penalty: 731.563354
	Iteration 53F: 3 clusters Score -118434.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -27520.615234 Penalty: 298.591217
	Iteration 0F: 2 clusters Score -27520.62 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 348 members 
Entering Unmasked Estep 
Score: -26897.703125 Penalty: 597.182434
	Iteration 0F: 3 clusters Score -26897.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -27055.910156 Penalty: 597.182434
	Iteration 1F: 3 clusters Score -27055.91 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -27112.757812 Penalty: 597.182434
	Iteration 2F: 3 clusters Score -27112.76 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -27146.798828 Penalty: 597.182434
	Iteration 3F: 3 clusters Score -27146.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27171.957031 Penalty: 597.182434
	Iteration 4Q: 3 clusters Score -27171.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -27189.289062 Penalty: 597.182434
	Iteration 5Q: 3 clusters Score -27189.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27195.789062 Penalty: 597.182434
	Iteration 6Q: 3 clusters Score -27195.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27201.685547 Penalty: 597.182434
	Iteration 7Q: 3 clusters Score -27201.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27206.210938 Penalty: 597.182434
	Iteration 8Q: 3 clusters Score -27206.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27211.853516 Penalty: 597.182434
	Iteration 9Q: 3 clusters Score -27211.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27224.591797 Penalty: 597.182434
	Iteration 10Q: 3 clusters Score -27224.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27235.921875 Penalty: 597.182434
	Iteration 11Q: 3 clusters Score -27235.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27246.261719 Penalty: 597.182434
	Iteration 12Q: 3 clusters Score -27246.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27252.304688 Penalty: 597.182434
	Iteration 13Q: 3 clusters Score -27252.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27253.169922 Penalty: 597.182434
	Iteration 14Q: 3 clusters Score -27253.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27253.335938 Penalty: 597.182434
	Iteration 15Q: 3 clusters Score -27253.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27253.423828 Penalty: 597.182434
	Iteration 16Q: 3 clusters Score -27253.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27253.423828 Penalty: 597.182434
	Iteration 17F: 3 clusters Score -27253.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -51468.761719 Penalty: 330.417694
	Iteration 0F: 2 clusters Score -51468.76 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 713 members 
Entering Unmasked Estep 
Score: -50440.992188 Penalty: 660.835388
	Iteration 0F: 3 clusters Score -50440.99 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -50801.085938 Penalty: 660.835388
	Iteration 1F: 3 clusters Score -50801.09 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -50840.140625 Penalty: 660.835388
	Iteration 2F: 3 clusters Score -50840.14 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -50875.382812 Penalty: 660.835388
	Iteration 3Q: 3 clusters Score -50875.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -50901.230469 Penalty: 660.835388
	Iteration 4Q: 3 clusters Score -50901.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -50922.976562 Penalty: 660.835388
	Iteration 5Q: 3 clusters Score -50922.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -50947.730469 Penalty: 660.835388
	Iteration 6Q: 3 clusters Score -50947.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -50971.332031 Penalty: 660.835388
	Iteration 7Q: 3 clusters Score -50971.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -50993.253906 Penalty: 660.835388
	Iteration 8Q: 3 clusters Score -50993.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -51017.132812 Penalty: 660.835388
	Iteration 9Q: 3 clusters Score -51017.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -51041.945312 Penalty: 660.835388
	Iteration 10Q: 3 clusters Score -51041.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -51070.367188 Penalty: 660.835388
	Iteration 11Q: 3 clusters Score -51070.37 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -51101.996094 Penalty: 660.835388
	Iteration 12Q: 3 clusters Score -51102 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -51133.820312 Penalty: 660.835388
	Iteration 13Q: 3 clusters Score -51133.82 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -51166.093750 Penalty: 660.835388
	Iteration 14Q: 3 clusters Score -51166.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -51198.312500 Penalty: 660.835388
	Iteration 15Q: 3 clusters Score -51198.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -51217.765625 Penalty: 660.835388
	Iteration 16Q: 3 clusters Score -51217.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -51233.937500 Penalty: 660.835388
	Iteration 17Q: 3 clusters Score -51233.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51240.941406 Penalty: 660.835388
	Iteration 18Q: 3 clusters Score -51240.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51249.777344 Penalty: 660.835388
	Iteration 19Q: 3 clusters Score -51249.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51259.609375 Penalty: 660.835388
	Iteration 20F: 3 clusters Score -51259.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51275.210938 Penalty: 660.835388
	Iteration 21Q: 3 clusters Score -51275.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51291.164062 Penalty: 660.835388
	Iteration 22Q: 3 clusters Score -51291.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51311.019531 Penalty: 660.835388
	Iteration 23Q: 3 clusters Score -51311.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51318.925781 Penalty: 660.835388
	Iteration 24Q: 3 clusters Score -51318.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51324.945312 Penalty: 660.835388
	Iteration 25Q: 3 clusters Score -51324.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51328.894531 Penalty: 660.835388
	Iteration 26Q: 3 clusters Score -51328.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51329.683594 Penalty: 660.835388
	Iteration 27Q: 3 clusters Score -51329.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51330.949219 Penalty: 660.835388
	Iteration 28Q: 3 clusters Score -51330.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51331.152344 Penalty: 660.835388
	Iteration 29Q: 3 clusters Score -51331.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51331.152344 Penalty: 660.835388
	Iteration 30F: 3 clusters Score -51331.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (158590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158590 members 
Entering Unmasked Estep 
Score: -6585674.500000 Penalty: 544.820496
	Iteration 0F: 2 clusters Score -6585674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79311 members 
Mstep: Class 2 contains 79279 members 
Entering Unmasked Estep 
Score: -6477658.000000 Penalty: 1089.640991
	Iteration 0F: 3 clusters Score -6477658 nChanged 78074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83211 members 
Mstep: Class 2 contains 75379 members 
Entering Unmasked Estep 
Score: -6524311.500000 Penalty: 1089.640991
	Iteration 1F: 3 clusters Score -6524312 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86141 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -6526188.500000 Penalty: 1089.640991
	Iteration 2Q: 3 clusters Score -6526188 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90928 members 
Mstep: Class 2 contains 67662 members 
Entering Unmasked Estep 
Score: -6529432.000000 Penalty: 1089.640991
	Iteration 3F: 3 clusters Score -6529432 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97953 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -6534703.500000 Penalty: 1089.640991
	Iteration 4F: 3 clusters Score -6534704 nChanged 11718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106663 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -6542001.000000 Penalty: 1089.640991
	Iteration 5F: 3 clusters Score -6542001 nChanged 12083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116070 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -6550551.000000 Penalty: 1089.640991
	Iteration 6F: 3 clusters Score -6550551 nChanged 10856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125060 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -6559192.500000 Penalty: 1089.640991
	Iteration 7F: 3 clusters Score -6559192 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132652 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -6567157.000000 Penalty: 1089.640991
	Iteration 8F: 3 clusters Score -6567157 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137872 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -6574145.000000 Penalty: 1089.640991
	Iteration 9Q: 3 clusters Score -6574145 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140501 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -6578459.000000 Penalty: 1089.640991
	Iteration 10Q: 3 clusters Score -6578459 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141938 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -6580383.500000 Penalty: 1089.640991
	Iteration 11Q: 3 clusters Score -6580384 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143204 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -6581459.000000 Penalty: 1089.640991
	Iteration 12Q: 3 clusters Score -6581459 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144385 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -6582161.500000 Penalty: 1089.640991
	Iteration 13Q: 3 clusters Score -6582162 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145443 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -6582733.000000 Penalty: 1089.640991
	Iteration 14Q: 3 clusters Score -6582733 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146371 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -6583177.500000 Penalty: 1089.640991
	Iteration 15Q: 3 clusters Score -6583178 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147206 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -6583511.500000 Penalty: 1089.640991
	Iteration 16Q: 3 clusters Score -6583512 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147968 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -6583808.500000 Penalty: 1089.640991
	Iteration 17Q: 3 clusters Score -6583808 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148646 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -6584036.000000 Penalty: 1089.640991
	Iteration 18Q: 3 clusters Score -6584036 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149243 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -6584238.500000 Penalty: 1089.640991
	Iteration 19Q: 3 clusters Score -6584238 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149787 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -6584409.000000 Penalty: 1089.640991
	Iteration 20F: 3 clusters Score -6584409 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150310 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -6584559.500000 Penalty: 1089.640991
	Iteration 21Q: 3 clusters Score -6584560 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150782 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -6584663.000000 Penalty: 1089.640991
	Iteration 22Q: 3 clusters Score -6584663 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151213 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -6584759.000000 Penalty: 1089.640991
	Iteration 23Q: 3 clusters Score -6584759 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151636 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -6584860.000000 Penalty: 1089.640991
	Iteration 24Q: 3 clusters Score -6584860 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152036 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -6584947.500000 Penalty: 1089.640991
	Iteration 25Q: 3 clusters Score -6584948 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152411 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -6584996.500000 Penalty: 1089.640991
	Iteration 26Q: 3 clusters Score -6584996 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152770 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -6585059.000000 Penalty: 1089.640991
	Iteration 27Q: 3 clusters Score -6585059 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153117 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -6585152.000000 Penalty: 1089.640991
	Iteration 28Q: 3 clusters Score -6585152 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153440 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -6585208.000000 Penalty: 1089.640991
	Iteration 29Q: 3 clusters Score -6585208 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153710 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -6585261.000000 Penalty: 1089.640991
	Iteration 30Q: 3 clusters Score -6585261 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153948 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -6585296.000000 Penalty: 1089.640991
	Iteration 31Q: 3 clusters Score -6585296 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154142 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -6585325.000000 Penalty: 1089.640991
	Iteration 32Q: 3 clusters Score -6585325 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154320 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -6585342.500000 Penalty: 1089.640991
	Iteration 33Q: 3 clusters Score -6585342 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154480 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -6585376.000000 Penalty: 1089.640991
	Iteration 34Q: 3 clusters Score -6585376 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154656 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -6585431.000000 Penalty: 1089.640991
	Iteration 35Q: 3 clusters Score -6585431 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154816 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -6585453.000000 Penalty: 1089.640991
	Iteration 36Q: 3 clusters Score -6585453 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154967 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -6585474.500000 Penalty: 1089.640991
	Iteration 37Q: 3 clusters Score -6585474 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155090 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -6585472.500000 Penalty: 1089.640991
	Iteration 38Q: 3 clusters Score -6585472 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155198 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -6585493.000000 Penalty: 1089.640991
	Iteration 39Q: 3 clusters Score -6585493 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155299 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -6585513.500000 Penalty: 1089.640991
	Iteration 40F: 3 clusters Score -6585514 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155381 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -6585535.500000 Penalty: 1089.640991
	Iteration 41Q: 3 clusters Score -6585536 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155454 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -6585539.000000 Penalty: 1089.640991
	Iteration 42Q: 3 clusters Score -6585539 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155513 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -6585536.500000 Penalty: 1089.640991
	Iteration 43Q: 3 clusters Score -6585536 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155570 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -6585542.000000 Penalty: 1089.640991
	Iteration 44Q: 3 clusters Score -6585542 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155612 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -6585546.500000 Penalty: 1089.640991
	Iteration 45Q: 3 clusters Score -6585546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155654 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -6585544.500000 Penalty: 1089.640991
	Iteration 46Q: 3 clusters Score -6585544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155698 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -6585553.000000 Penalty: 1089.640991
	Iteration 47Q: 3 clusters Score -6585553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155732 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -6585556.000000 Penalty: 1089.640991
	Iteration 48Q: 3 clusters Score -6585556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155756 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -6585559.000000 Penalty: 1089.640991
	Iteration 49Q: 3 clusters Score -6585559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155779 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -6585560.000000 Penalty: 1089.640991
	Iteration 50Q: 3 clusters Score -6585560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155797 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -6585564.000000 Penalty: 1089.640991
	Iteration 51Q: 3 clusters Score -6585564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155813 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -6585563.000000 Penalty: 1089.640991
	Iteration 52Q: 3 clusters Score -6585563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155818 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -6585560.500000 Penalty: 1089.640991
	Iteration 53Q: 3 clusters Score -6585560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155824 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -6585566.000000 Penalty: 1089.640991
	Iteration 54Q: 3 clusters Score -6585566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155837 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6585563.500000 Penalty: 1089.640991
	Iteration 55Q: 3 clusters Score -6585564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155851 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -6585562.500000 Penalty: 1089.640991
	Iteration 56Q: 3 clusters Score -6585562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155869 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -6585563.500000 Penalty: 1089.640991
	Iteration 57Q: 3 clusters Score -6585564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155880 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -6585566.000000 Penalty: 1089.640991
	Iteration 58Q: 3 clusters Score -6585566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155891 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -6585569.000000 Penalty: 1089.640991
	Iteration 59Q: 3 clusters Score -6585569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155901 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -6585568.500000 Penalty: 1089.640991
	Iteration 60F: 3 clusters Score -6585568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155912 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -6585568.000000 Penalty: 1089.640991
	Iteration 61Q: 3 clusters Score -6585568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155926 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -6585574.500000 Penalty: 1089.640991
	Iteration 62Q: 3 clusters Score -6585574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155949 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -6585583.500000 Penalty: 1089.640991
	Iteration 63Q: 3 clusters Score -6585584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155974 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -6585596.500000 Penalty: 1089.640991
	Iteration 64Q: 3 clusters Score -6585596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155997 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6585597.000000 Penalty: 1089.640991
	Iteration 65Q: 3 clusters Score -6585597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156016 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -6585604.500000 Penalty: 1089.640991
	Iteration 66Q: 3 clusters Score -6585604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156030 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -6585601.000000 Penalty: 1089.640991
	Iteration 67Q: 3 clusters Score -6585601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156039 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -6585601.500000 Penalty: 1089.640991
	Iteration 68Q: 3 clusters Score -6585602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156045 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -6585598.500000 Penalty: 1089.640991
	Iteration 69Q: 3 clusters Score -6585598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156055 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -6585598.000000 Penalty: 1089.640991
	Iteration 70Q: 3 clusters Score -6585598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156068 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -6585600.500000 Penalty: 1089.640991
	Iteration 71Q: 3 clusters Score -6585600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156080 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -6585603.500000 Penalty: 1089.640991
	Iteration 72Q: 3 clusters Score -6585604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156090 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -6585607.000000 Penalty: 1089.640991
	Iteration 73Q: 3 clusters Score -6585607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156107 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6585610.000000 Penalty: 1089.640991
	Iteration 74Q: 3 clusters Score -6585610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156115 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -6585610.500000 Penalty: 1089.640991
	Iteration 75Q: 3 clusters Score -6585610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156121 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -6585608.500000 Penalty: 1089.640991
	Iteration 76Q: 3 clusters Score -6585608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156127 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -6585615.000000 Penalty: 1089.640991
	Iteration 77Q: 3 clusters Score -6585615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156134 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -6585612.000000 Penalty: 1089.640991
	Iteration 78Q: 3 clusters Score -6585612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156139 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -6585610.500000 Penalty: 1089.640991
	Iteration 79Q: 3 clusters Score -6585610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156143 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -6585605.000000 Penalty: 1089.640991
	Iteration 80F: 3 clusters Score -6585605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156148 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -6585607.000000 Penalty: 1089.640991
	Iteration 81Q: 3 clusters Score -6585607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156152 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -6585599.500000 Penalty: 1089.640991
	Iteration 82Q: 3 clusters Score -6585600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156155 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -6585600.000000 Penalty: 1089.640991
	Iteration 83Q: 3 clusters Score -6585600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156156 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -6585598.000000 Penalty: 1089.640991
	Iteration 84Q: 3 clusters Score -6585598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156156 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -6585598.000000 Penalty: 1089.640991
	Iteration 85F: 3 clusters Score -6585598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Entering Unmasked Estep 
Score: -511586.437500 Penalty: 431.467712
	Iteration 0F: 2 clusters Score -511586.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -502839.218750 Penalty: 862.935425
	Iteration 0F: 3 clusters Score -502839.2 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -506302.656250 Penalty: 862.935425
	Iteration 1F: 3 clusters Score -506302.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -506453.281250 Penalty: 862.935425
	Iteration 2Q: 3 clusters Score -506453.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -506612.562500 Penalty: 862.935425
	Iteration 3Q: 3 clusters Score -506612.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -506805.718750 Penalty: 862.935425
	Iteration 4Q: 3 clusters Score -506805.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -507028.656250 Penalty: 862.935425
	Iteration 5Q: 3 clusters Score -507028.7 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -507319.562500 Penalty: 862.935425
	Iteration 6Q: 3 clusters Score -507319.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -507649.343750 Penalty: 862.935425
	Iteration 7Q: 3 clusters Score -507649.3 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -508015.062500 Penalty: 862.935425
	Iteration 8F: 3 clusters Score -508015.1 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -508466.906250 Penalty: 862.935425
	Iteration 9F: 3 clusters Score -508466.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -508926.281250 Penalty: 862.935425
	Iteration 10F: 3 clusters Score -508926.3 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -509268.375000 Penalty: 862.935425
	Iteration 11Q: 3 clusters Score -509268.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -509457.500000 Penalty: 862.935425
	Iteration 12Q: 3 clusters Score -509457.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -509559.750000 Penalty: 862.935425
	Iteration 13Q: 3 clusters Score -509559.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -509638.875000 Penalty: 862.935425
	Iteration 14Q: 3 clusters Score -509638.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -509691.875000 Penalty: 862.935425
	Iteration 15Q: 3 clusters Score -509691.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -509737.437500 Penalty: 862.935425
	Iteration 16Q: 3 clusters Score -509737.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -509786.906250 Penalty: 862.935425
	Iteration 17Q: 3 clusters Score -509786.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -509831.406250 Penalty: 862.935425
	Iteration 18Q: 3 clusters Score -509831.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -509871.406250 Penalty: 862.935425
	Iteration 19Q: 3 clusters Score -509871.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -509908.281250 Penalty: 862.935425
	Iteration 20F: 3 clusters Score -509908.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -509939.875000 Penalty: 862.935425
	Iteration 21Q: 3 clusters Score -509939.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -509972.750000 Penalty: 862.935425
	Iteration 22Q: 3 clusters Score -509972.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -509994.406250 Penalty: 862.935425
	Iteration 23Q: 3 clusters Score -509994.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -510010.343750 Penalty: 862.935425
	Iteration 24Q: 3 clusters Score -510010.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -510030.593750 Penalty: 862.935425
	Iteration 25Q: 3 clusters Score -510030.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -510054.437500 Penalty: 862.935425
	Iteration 26Q: 3 clusters Score -510054.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -510080.312500 Penalty: 862.935425
	Iteration 27Q: 3 clusters Score -510080.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -510107.968750 Penalty: 862.935425
	Iteration 28Q: 3 clusters Score -510108 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -510132.062500 Penalty: 862.935425
	Iteration 29Q: 3 clusters Score -510132.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -510163.875000 Penalty: 862.935425
	Iteration 30Q: 3 clusters Score -510163.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -510206.156250 Penalty: 862.935425
	Iteration 31Q: 3 clusters Score -510206.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -510270.625000 Penalty: 862.935425
	Iteration 32Q: 3 clusters Score -510270.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -510344.656250 Penalty: 862.935425
	Iteration 33Q: 3 clusters Score -510344.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -510429.781250 Penalty: 862.935425
	Iteration 34Q: 3 clusters Score -510429.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -510525.843750 Penalty: 862.935425
	Iteration 35Q: 3 clusters Score -510525.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -510602.593750 Penalty: 862.935425
	Iteration 36Q: 3 clusters Score -510602.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -510679.468750 Penalty: 862.935425
	Iteration 37Q: 3 clusters Score -510679.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -510739.750000 Penalty: 862.935425
	Iteration 38Q: 3 clusters Score -510739.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -510800.312500 Penalty: 862.935425
	Iteration 39Q: 3 clusters Score -510800.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -510848.687500 Penalty: 862.935425
	Iteration 40F: 3 clusters Score -510848.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -510885.187500 Penalty: 862.935425
	Iteration 41Q: 3 clusters Score -510885.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -510917.156250 Penalty: 862.935425
	Iteration 42Q: 3 clusters Score -510917.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -510941.312500 Penalty: 862.935425
	Iteration 43Q: 3 clusters Score -510941.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -510960.187500 Penalty: 862.935425
	Iteration 44Q: 3 clusters Score -510960.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -510982.156250 Penalty: 862.935425
	Iteration 45Q: 3 clusters Score -510982.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -511009.031250 Penalty: 862.935425
	Iteration 46Q: 3 clusters Score -511009 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -511037.062500 Penalty: 862.935425
	Iteration 47Q: 3 clusters Score -511037.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -511074.375000 Penalty: 862.935425
	Iteration 48Q: 3 clusters Score -511074.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -511101.125000 Penalty: 862.935425
	Iteration 49Q: 3 clusters Score -511101.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -511128.187500 Penalty: 862.935425
	Iteration 50Q: 3 clusters Score -511128.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -511151.562500 Penalty: 862.935425
	Iteration 51Q: 3 clusters Score -511151.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -511170.781250 Penalty: 862.935425
	Iteration 52Q: 3 clusters Score -511170.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -511186.875000 Penalty: 862.935425
	Iteration 53Q: 3 clusters Score -511186.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -511196.906250 Penalty: 862.935425
	Iteration 54Q: 3 clusters Score -511196.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -511206.781250 Penalty: 862.935425
	Iteration 55Q: 3 clusters Score -511206.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -511217.968750 Penalty: 862.935425
	Iteration 56Q: 3 clusters Score -511218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -511225.468750 Penalty: 862.935425
	Iteration 57Q: 3 clusters Score -511225.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -511230.750000 Penalty: 862.935425
	Iteration 58Q: 3 clusters Score -511230.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -511239.093750 Penalty: 862.935425
	Iteration 59Q: 3 clusters Score -511239.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -511244.218750 Penalty: 862.935425
	Iteration 60F: 3 clusters Score -511244.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -511247.500000 Penalty: 862.935425
	Iteration 61Q: 3 clusters Score -511247.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -511249.250000 Penalty: 862.935425
	Iteration 62Q: 3 clusters Score -511249.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -511250.812500 Penalty: 862.935425
	Iteration 63Q: 3 clusters Score -511250.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -511252.562500 Penalty: 862.935425
	Iteration 64Q: 3 clusters Score -511252.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -511253.031250 Penalty: 862.935425
	Iteration 65Q: 3 clusters Score -511253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -511253.531250 Penalty: 862.935425
	Iteration 66Q: 3 clusters Score -511253.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -511254.406250 Penalty: 862.935425
	Iteration 67Q: 3 clusters Score -511254.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -511254.437500 Penalty: 862.935425
	Iteration 68Q: 3 clusters Score -511254.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -511255.250000 Penalty: 862.935425
	Iteration 69Q: 3 clusters Score -511255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -511256.312500 Penalty: 862.935425
	Iteration 70Q: 3 clusters Score -511256.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -511256.343750 Penalty: 862.935425
	Iteration 71Q: 3 clusters Score -511256.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -511256.468750 Penalty: 862.935425
	Iteration 72Q: 3 clusters Score -511256.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -511256.468750 Penalty: 862.935425
	Iteration 73F: 3 clusters Score -511256.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Entering Unmasked Estep 
Score: -88267.875000 Penalty: 349.342804
	Iteration 0F: 2 clusters Score -88267.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -86716.695312 Penalty: 698.685608
	Iteration 0F: 3 clusters Score -86716.7 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -87229.429688 Penalty: 698.685608
	Iteration 1F: 3 clusters Score -87229.43 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -87289.617188 Penalty: 698.685608
	Iteration 2F: 3 clusters Score -87289.62 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -87340.453125 Penalty: 698.685608
	Iteration 3F: 3 clusters Score -87340.45 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -87377.328125 Penalty: 698.685608
	Iteration 4Q: 3 clusters Score -87377.33 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -87414.062500 Penalty: 698.685608
	Iteration 5Q: 3 clusters Score -87414.06 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -87459.671875 Penalty: 698.685608
	Iteration 6Q: 3 clusters Score -87459.67 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -87497.984375 Penalty: 698.685608
	Iteration 7Q: 3 clusters Score -87497.98 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -87544.304688 Penalty: 698.685608
	Iteration 8Q: 3 clusters Score -87544.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -87600.921875 Penalty: 698.685608
	Iteration 9Q: 3 clusters Score -87600.92 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -87650.578125 Penalty: 698.685608
	Iteration 10Q: 3 clusters Score -87650.58 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -87697.140625 Penalty: 698.685608
	Iteration 11Q: 3 clusters Score -87697.14 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -87751.039062 Penalty: 698.685608
	Iteration 12Q: 3 clusters Score -87751.04 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -87797.640625 Penalty: 698.685608
	Iteration 13Q: 3 clusters Score -87797.64 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -87845.875000 Penalty: 698.685608
	Iteration 14Q: 3 clusters Score -87845.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -87889.335938 Penalty: 698.685608
	Iteration 15Q: 3 clusters Score -87889.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -87909.140625 Penalty: 698.685608
	Iteration 16Q: 3 clusters Score -87909.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -87918.796875 Penalty: 698.685608
	Iteration 17Q: 3 clusters Score -87918.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -87928.421875 Penalty: 698.685608
	Iteration 18Q: 3 clusters Score -87928.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -87933.312500 Penalty: 698.685608
	Iteration 19Q: 3 clusters Score -87933.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -87934.984375 Penalty: 698.685608
	Iteration 20F: 3 clusters Score -87934.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -87935.343750 Penalty: 698.685608
	Iteration 21Q: 3 clusters Score -87935.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -87936.046875 Penalty: 698.685608
	Iteration 22Q: 3 clusters Score -87936.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -87936.460938 Penalty: 698.685608
	Iteration 23Q: 3 clusters Score -87936.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -87936.460938 Penalty: 698.685608
	Iteration 24F: 3 clusters Score -87936.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Entering Unmasked Estep 
Score: -215331.296875 Penalty: 391.101379
	Iteration 0F: 2 clusters Score -215331.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -211625.703125 Penalty: 782.202759
	Iteration 0F: 3 clusters Score -211625.7 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -213039.234375 Penalty: 782.202759
	Iteration 1F: 3 clusters Score -213039.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -213205.578125 Penalty: 782.202759
	Iteration 2F: 3 clusters Score -213205.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -213384.656250 Penalty: 782.202759
	Iteration 3F: 3 clusters Score -213384.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -213584.796875 Penalty: 782.202759
	Iteration 4F: 3 clusters Score -213584.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -213787.609375 Penalty: 782.202759
	Iteration 5F: 3 clusters Score -213787.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -214000.578125 Penalty: 782.202759
	Iteration 6F: 3 clusters Score -214000.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -214165.375000 Penalty: 782.202759
	Iteration 7Q: 3 clusters Score -214165.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -214254.500000 Penalty: 782.202759
	Iteration 8Q: 3 clusters Score -214254.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -214298.890625 Penalty: 782.202759
	Iteration 9Q: 3 clusters Score -214298.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -214317.625000 Penalty: 782.202759
	Iteration 10Q: 3 clusters Score -214317.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -214322.953125 Penalty: 782.202759
	Iteration 11Q: 3 clusters Score -214323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -214326.453125 Penalty: 782.202759
	Iteration 12Q: 3 clusters Score -214326.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -214330.953125 Penalty: 782.202759
	Iteration 13Q: 3 clusters Score -214331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -214335.484375 Penalty: 782.202759
	Iteration 14Q: 3 clusters Score -214335.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -214339.984375 Penalty: 782.202759
	Iteration 15Q: 3 clusters Score -214340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -214346.109375 Penalty: 782.202759
	Iteration 16Q: 3 clusters Score -214346.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -214353.984375 Penalty: 782.202759
	Iteration 17Q: 3 clusters Score -214354 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -214363.093750 Penalty: 782.202759
	Iteration 18Q: 3 clusters Score -214363.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -214374.328125 Penalty: 782.202759
	Iteration 19Q: 3 clusters Score -214374.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -214388.828125 Penalty: 782.202759
	Iteration 20F: 3 clusters Score -214388.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -214402.203125 Penalty: 782.202759
	Iteration 21Q: 3 clusters Score -214402.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -214420.546875 Penalty: 782.202759
	Iteration 22Q: 3 clusters Score -214420.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -214442.765625 Penalty: 782.202759
	Iteration 23Q: 3 clusters Score -214442.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -214462.296875 Penalty: 782.202759
	Iteration 24Q: 3 clusters Score -214462.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -214480.078125 Penalty: 782.202759
	Iteration 25Q: 3 clusters Score -214480.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -214492.703125 Penalty: 782.202759
	Iteration 26Q: 3 clusters Score -214492.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -214507.484375 Penalty: 782.202759
	Iteration 27Q: 3 clusters Score -214507.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -214523.515625 Penalty: 782.202759
	Iteration 28Q: 3 clusters Score -214523.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -214540.468750 Penalty: 782.202759
	Iteration 29Q: 3 clusters Score -214540.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -214558.953125 Penalty: 782.202759
	Iteration 30Q: 3 clusters Score -214559 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -214580.156250 Penalty: 782.202759
	Iteration 31Q: 3 clusters Score -214580.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -214600.687500 Penalty: 782.202759
	Iteration 32Q: 3 clusters Score -214600.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -214628.031250 Penalty: 782.202759
	Iteration 33Q: 3 clusters Score -214628 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -214653.296875 Penalty: 782.202759
	Iteration 34Q: 3 clusters Score -214653.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -214679.750000 Penalty: 782.202759
	Iteration 35Q: 3 clusters Score -214679.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -214711.890625 Penalty: 782.202759
	Iteration 36Q: 3 clusters Score -214711.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -214743.890625 Penalty: 782.202759
	Iteration 37Q: 3 clusters Score -214743.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -214780.281250 Penalty: 782.202759
	Iteration 38Q: 3 clusters Score -214780.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -214829.828125 Penalty: 782.202759
	Iteration 39Q: 3 clusters Score -214829.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -214872.843750 Penalty: 782.202759
	Iteration 40F: 3 clusters Score -214872.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -214918.468750 Penalty: 782.202759
	Iteration 41Q: 3 clusters Score -214918.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -214953.890625 Penalty: 782.202759
	Iteration 42Q: 3 clusters Score -214953.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -214973.390625 Penalty: 782.202759
	Iteration 43Q: 3 clusters Score -214973.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -214990.812500 Penalty: 782.202759
	Iteration 44Q: 3 clusters Score -214990.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -214999.406250 Penalty: 782.202759
	Iteration 45Q: 3 clusters Score -214999.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -215003.421875 Penalty: 782.202759
	Iteration 46Q: 3 clusters Score -215003.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -215008.078125 Penalty: 782.202759
	Iteration 47Q: 3 clusters Score -215008.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -215010.687500 Penalty: 782.202759
	Iteration 48Q: 3 clusters Score -215010.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -215011.953125 Penalty: 782.202759
	Iteration 49Q: 3 clusters Score -215012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -215012.750000 Penalty: 782.202759
	Iteration 50Q: 3 clusters Score -215012.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -215013.843750 Penalty: 782.202759
	Iteration 51Q: 3 clusters Score -215013.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -215014.359375 Penalty: 782.202759
	Iteration 52Q: 3 clusters Score -215014.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -215016.421875 Penalty: 782.202759
	Iteration 53Q: 3 clusters Score -215016.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -215018.156250 Penalty: 782.202759
	Iteration 54Q: 3 clusters Score -215018.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -215020.453125 Penalty: 782.202759
	Iteration 55Q: 3 clusters Score -215020.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -215023.593750 Penalty: 782.202759
	Iteration 56Q: 3 clusters Score -215023.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -215024.062500 Penalty: 782.202759
	Iteration 57Q: 3 clusters Score -215024.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -215024.265625 Penalty: 782.202759
	Iteration 58Q: 3 clusters Score -215024.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -215024.265625 Penalty: 782.202759
	Iteration 59F: 3 clusters Score -215024.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Entering Unmasked Estep 
Score: -174469.296875 Penalty: 381.653809
	Iteration 0F: 2 clusters Score -174469.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -171499.937500 Penalty: 763.307617
	Iteration 0F: 3 clusters Score -171499.9 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -172505.937500 Penalty: 763.307617
	Iteration 1F: 3 clusters Score -172505.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -172632.468750 Penalty: 763.307617
	Iteration 2F: 3 clusters Score -172632.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -172780.890625 Penalty: 763.307617
	Iteration 3F: 3 clusters Score -172780.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -172942.703125 Penalty: 763.307617
	Iteration 4F: 3 clusters Score -172942.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -173118.156250 Penalty: 763.307617
	Iteration 5F: 3 clusters Score -173118.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -173303.531250 Penalty: 763.307617
	Iteration 6F: 3 clusters Score -173303.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -173494.718750 Penalty: 763.307617
	Iteration 7F: 3 clusters Score -173494.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -173664.171875 Penalty: 763.307617
	Iteration 8F: 3 clusters Score -173664.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -173801.546875 Penalty: 763.307617
	Iteration 9Q: 3 clusters Score -173801.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -173909.968750 Penalty: 763.307617
	Iteration 10Q: 3 clusters Score -173910 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -173978.484375 Penalty: 763.307617
	Iteration 11Q: 3 clusters Score -173978.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -174035.765625 Penalty: 763.307617
	Iteration 12Q: 3 clusters Score -174035.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -174081.078125 Penalty: 763.307617
	Iteration 13Q: 3 clusters Score -174081.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -174108.734375 Penalty: 763.307617
	Iteration 14Q: 3 clusters Score -174108.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -174116.375000 Penalty: 763.307617
	Iteration 15Q: 3 clusters Score -174116.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -174122.593750 Penalty: 763.307617
	Iteration 16Q: 3 clusters Score -174122.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -174127.156250 Penalty: 763.307617
	Iteration 17Q: 3 clusters Score -174127.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -174130.156250 Penalty: 763.307617
	Iteration 18Q: 3 clusters Score -174130.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -174134.281250 Penalty: 763.307617
	Iteration 19Q: 3 clusters Score -174134.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -174135.875000 Penalty: 763.307617
	Iteration 20F: 3 clusters Score -174135.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -174140.171875 Penalty: 763.307617
	Iteration 21Q: 3 clusters Score -174140.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -174141.953125 Penalty: 763.307617
	Iteration 22Q: 3 clusters Score -174142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -174144.515625 Penalty: 763.307617
	Iteration 23Q: 3 clusters Score -174144.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -174145.000000 Penalty: 763.307617
	Iteration 24Q: 3 clusters Score -174145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -174146.265625 Penalty: 763.307617
	Iteration 25Q: 3 clusters Score -174146.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -174148.812500 Penalty: 763.307617
	Iteration 26Q: 3 clusters Score -174148.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -174150.859375 Penalty: 763.307617
	Iteration 27Q: 3 clusters Score -174150.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -174153.203125 Penalty: 763.307617
	Iteration 28Q: 3 clusters Score -174153.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -174153.203125 Penalty: 763.307617
	Iteration 29F: 3 clusters Score -174153.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Entering Unmasked Estep 
Score: -136293.625000 Penalty: 371.134277
	Iteration 0F: 2 clusters Score -136293.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -133897.843750 Penalty: 742.268555
	Iteration 0F: 3 clusters Score -133897.8 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -134820.828125 Penalty: 742.268555
	Iteration 1F: 3 clusters Score -134820.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -135001.468750 Penalty: 742.268555
	Iteration 2F: 3 clusters Score -135001.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -135178.031250 Penalty: 742.268555
	Iteration 3F: 3 clusters Score -135178 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -135372.234375 Penalty: 742.268555
	Iteration 4F: 3 clusters Score -135372.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -135585.421875 Penalty: 742.268555
	Iteration 5F: 3 clusters Score -135585.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -135835.078125 Penalty: 742.268555
	Iteration 6F: 3 clusters Score -135835.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -136176.046875 Penalty: 742.268555
	Iteration 7F: 3 clusters Score -136176 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -136469.625000 Penalty: 742.268555
	Iteration 8F: 3 clusters Score -136469.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -136704.984375 Penalty: 742.268555
	Iteration 9Q: 3 clusters Score -136705 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -136813.781250 Penalty: 742.268555
	Iteration 10Q: 3 clusters Score -136813.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -136841.171875 Penalty: 742.268555
	Iteration 11Q: 3 clusters Score -136841.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -136846.906250 Penalty: 742.268555
	Iteration 12Q: 3 clusters Score -136846.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -136849.156250 Penalty: 742.268555
	Iteration 13Q: 3 clusters Score -136849.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -136850.828125 Penalty: 742.268555
	Iteration 14Q: 3 clusters Score -136850.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -136851.437500 Penalty: 742.268555
	Iteration 15Q: 3 clusters Score -136851.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -136851.390625 Penalty: 742.268555
	Iteration 16Q: 3 clusters Score -136851.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -136851.390625 Penalty: 742.268555
	Iteration 17F: 3 clusters Score -136851.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158590 members 
Mstep: Class 5 contains 13132 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 1970 members 
Mstep: Class 10 contains 5849 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26542 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7334 members 
Mstep: Class 15 contains 301254 members 
Mstep: Class 16 contains 60407 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 18069 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37312 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1034 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Mstep: Class 42 contains 1517 members 
Entering Unmasked Estep 
Score: -28351062.000000 Penalty: 25800.025391
Splitting cluster 9 changes total score from -28350670.000000 to -28351062.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 10 (5849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Entering Unmasked Estep 
Score: -240718.531250 Penalty: 394.668152
	Iteration 0F: 2 clusters Score -240718.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -236802.734375 Penalty: 789.336304
	Iteration 0F: 3 clusters Score -236802.7 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -238379.390625 Penalty: 789.336304
	Iteration 1F: 3 clusters Score -238379.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -238565.921875 Penalty: 789.336304
	Iteration 2F: 3 clusters Score -238565.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -238784.187500 Penalty: 789.336304
	Iteration 3F: 3 clusters Score -238784.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -238992.562500 Penalty: 789.336304
	Iteration 4F: 3 clusters Score -238992.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -239154.359375 Penalty: 789.336304
	Iteration 5F: 3 clusters Score -239154.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -239281.625000 Penalty: 789.336304
	Iteration 6Q: 3 clusters Score -239281.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -239393.468750 Penalty: 789.336304
	Iteration 7Q: 3 clusters Score -239393.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -239479.734375 Penalty: 789.336304
	Iteration 8Q: 3 clusters Score -239479.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -239547.296875 Penalty: 789.336304
	Iteration 9Q: 3 clusters Score -239547.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -239599.500000 Penalty: 789.336304
	Iteration 10Q: 3 clusters Score -239599.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -239644.109375 Penalty: 789.336304
	Iteration 11Q: 3 clusters Score -239644.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -239682.750000 Penalty: 789.336304
	Iteration 12Q: 3 clusters Score -239682.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -239708.531250 Penalty: 789.336304
	Iteration 13Q: 3 clusters Score -239708.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -239736.078125 Penalty: 789.336304
	Iteration 14Q: 3 clusters Score -239736.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -239760.218750 Penalty: 789.336304
	Iteration 15Q: 3 clusters Score -239760.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -239785.859375 Penalty: 789.336304
	Iteration 16Q: 3 clusters Score -239785.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -239819.062500 Penalty: 789.336304
	Iteration 17Q: 3 clusters Score -239819.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -239856.250000 Penalty: 789.336304
	Iteration 18Q: 3 clusters Score -239856.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -239896.546875 Penalty: 789.336304
	Iteration 19Q: 3 clusters Score -239896.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -239937.593750 Penalty: 789.336304
	Iteration 20F: 3 clusters Score -239937.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -239985.062500 Penalty: 789.336304
	Iteration 21Q: 3 clusters Score -239985.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -240025.906250 Penalty: 789.336304
	Iteration 22Q: 3 clusters Score -240025.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -240058.625000 Penalty: 789.336304
	Iteration 23Q: 3 clusters Score -240058.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -240088.687500 Penalty: 789.336304
	Iteration 24Q: 3 clusters Score -240088.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -240117.750000 Penalty: 789.336304
	Iteration 25Q: 3 clusters Score -240117.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -240155.125000 Penalty: 789.336304
	Iteration 26Q: 3 clusters Score -240155.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -240204.703125 Penalty: 789.336304
	Iteration 27Q: 3 clusters Score -240204.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -240243.640625 Penalty: 789.336304
	Iteration 28Q: 3 clusters Score -240243.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -240275.781250 Penalty: 789.336304
	Iteration 29Q: 3 clusters Score -240275.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -240297.500000 Penalty: 789.336304
	Iteration 30Q: 3 clusters Score -240297.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -240315.640625 Penalty: 789.336304
	Iteration 31Q: 3 clusters Score -240315.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -240330.437500 Penalty: 789.336304
	Iteration 32Q: 3 clusters Score -240330.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -240341.687500 Penalty: 789.336304
	Iteration 33Q: 3 clusters Score -240341.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -240351.156250 Penalty: 789.336304
	Iteration 34Q: 3 clusters Score -240351.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -240362.500000 Penalty: 789.336304
	Iteration 35Q: 3 clusters Score -240362.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -240369.906250 Penalty: 789.336304
	Iteration 36Q: 3 clusters Score -240369.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -240376.078125 Penalty: 789.336304
	Iteration 37Q: 3 clusters Score -240376.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -240381.093750 Penalty: 789.336304
	Iteration 38Q: 3 clusters Score -240381.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -240389.265625 Penalty: 789.336304
	Iteration 39Q: 3 clusters Score -240389.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -240392.281250 Penalty: 789.336304
	Iteration 40F: 3 clusters Score -240392.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -240394.781250 Penalty: 789.336304
	Iteration 41Q: 3 clusters Score -240394.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -240396.671875 Penalty: 789.336304
	Iteration 42Q: 3 clusters Score -240396.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -240401.687500 Penalty: 789.336304
	Iteration 43Q: 3 clusters Score -240401.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -240403.656250 Penalty: 789.336304
	Iteration 44Q: 3 clusters Score -240403.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -240407.531250 Penalty: 789.336304
	Iteration 45Q: 3 clusters Score -240407.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -240410.796875 Penalty: 789.336304
	Iteration 46Q: 3 clusters Score -240410.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -240414.000000 Penalty: 789.336304
	Iteration 47Q: 3 clusters Score -240414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -240417.453125 Penalty: 789.336304
	Iteration 48Q: 3 clusters Score -240417.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -240418.421875 Penalty: 789.336304
	Iteration 49Q: 3 clusters Score -240418.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -240418.421875 Penalty: 789.336304
	Iteration 50F: 3 clusters Score -240418.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Entering Unmasked Estep 
Score: -248844.125000 Penalty: 398.011749
	Iteration 0F: 2 clusters Score -248844.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -244726.453125 Penalty: 796.023499
	Iteration 0F: 3 clusters Score -244726.5 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -246626.968750 Penalty: 796.023499
	Iteration 1F: 3 clusters Score -246627 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -246918.671875 Penalty: 796.023499
	Iteration 2F: 3 clusters Score -246918.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -247204.062500 Penalty: 796.023499
	Iteration 3F: 3 clusters Score -247204.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -247472.328125 Penalty: 796.023499
	Iteration 4F: 3 clusters Score -247472.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -247692.953125 Penalty: 796.023499
	Iteration 5Q: 3 clusters Score -247693 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -247875.187500 Penalty: 796.023499
	Iteration 6Q: 3 clusters Score -247875.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -247974.125000 Penalty: 796.023499
	Iteration 7Q: 3 clusters Score -247974.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -248031.671875 Penalty: 796.023499
	Iteration 8Q: 3 clusters Score -248031.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -248067.828125 Penalty: 796.023499
	Iteration 9Q: 3 clusters Score -248067.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -248089.968750 Penalty: 796.023499
	Iteration 10Q: 3 clusters Score -248090 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -248109.125000 Penalty: 796.023499
	Iteration 11Q: 3 clusters Score -248109.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -248127.703125 Penalty: 796.023499
	Iteration 12Q: 3 clusters Score -248127.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -248144.031250 Penalty: 796.023499
	Iteration 13Q: 3 clusters Score -248144 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -248170.687500 Penalty: 796.023499
	Iteration 14Q: 3 clusters Score -248170.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -248191.968750 Penalty: 796.023499
	Iteration 15Q: 3 clusters Score -248192 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -248210.015625 Penalty: 796.023499
	Iteration 16Q: 3 clusters Score -248210 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -248225.500000 Penalty: 796.023499
	Iteration 17Q: 3 clusters Score -248225.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -248239.203125 Penalty: 796.023499
	Iteration 18Q: 3 clusters Score -248239.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -248250.890625 Penalty: 796.023499
	Iteration 19Q: 3 clusters Score -248250.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -248263.328125 Penalty: 796.023499
	Iteration 20F: 3 clusters Score -248263.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -248275.578125 Penalty: 796.023499
	Iteration 21Q: 3 clusters Score -248275.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -248287.328125 Penalty: 796.023499
	Iteration 22Q: 3 clusters Score -248287.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -248300.187500 Penalty: 796.023499
	Iteration 23Q: 3 clusters Score -248300.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -248313.703125 Penalty: 796.023499
	Iteration 24Q: 3 clusters Score -248313.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -248328.531250 Penalty: 796.023499
	Iteration 25Q: 3 clusters Score -248328.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -248345.921875 Penalty: 796.023499
	Iteration 26Q: 3 clusters Score -248345.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -248362.406250 Penalty: 796.023499
	Iteration 27Q: 3 clusters Score -248362.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -248380.078125 Penalty: 796.023499
	Iteration 28Q: 3 clusters Score -248380.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -248391.765625 Penalty: 796.023499
	Iteration 29Q: 3 clusters Score -248391.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -248408.750000 Penalty: 796.023499
	Iteration 30Q: 3 clusters Score -248408.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -248428.046875 Penalty: 796.023499
	Iteration 31Q: 3 clusters Score -248428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -248446.187500 Penalty: 796.023499
	Iteration 32Q: 3 clusters Score -248446.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -248466.343750 Penalty: 796.023499
	Iteration 33Q: 3 clusters Score -248466.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -248485.671875 Penalty: 796.023499
	Iteration 34Q: 3 clusters Score -248485.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -248500.453125 Penalty: 796.023499
	Iteration 35Q: 3 clusters Score -248500.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -248509.984375 Penalty: 796.023499
	Iteration 36Q: 3 clusters Score -248510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -248518.312500 Penalty: 796.023499
	Iteration 37Q: 3 clusters Score -248518.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -248526.109375 Penalty: 796.023499
	Iteration 38Q: 3 clusters Score -248526.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -248530.421875 Penalty: 796.023499
	Iteration 39Q: 3 clusters Score -248530.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -248532.859375 Penalty: 796.023499
	Iteration 40F: 3 clusters Score -248532.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -248533.906250 Penalty: 796.023499
	Iteration 41Q: 3 clusters Score -248533.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -248536.234375 Penalty: 796.023499
	Iteration 42Q: 3 clusters Score -248536.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -248537.140625 Penalty: 796.023499
	Iteration 43Q: 3 clusters Score -248537.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -248538.062500 Penalty: 796.023499
	Iteration 44Q: 3 clusters Score -248538.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -248538.437500 Penalty: 796.023499
	Iteration 45Q: 3 clusters Score -248538.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -248539.031250 Penalty: 796.023499
	Iteration 46Q: 3 clusters Score -248539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -248538.781250 Penalty: 796.023499
	Iteration 47Q: 3 clusters Score -248538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -248538.937500 Penalty: 796.023499
	Iteration 48Q: 3 clusters Score -248538.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -248539.437500 Penalty: 796.023499
	Iteration 49Q: 3 clusters Score -248539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -248539.437500 Penalty: 796.023499
	Iteration 50F: 3 clusters Score -248539.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Entering Unmasked Estep 
Score: -1084515.875000 Penalty: 463.484985
	Iteration 0F: 2 clusters Score -1084516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1066774.875000 Penalty: 926.969971
	Iteration 0F: 3 clusters Score -1066775 nChanged 12619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1074493.125000 Penalty: 926.969971
	Iteration 1F: 3 clusters Score -1074493 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1075619.875000 Penalty: 926.969971
	Iteration 2F: 3 clusters Score -1075620 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1077280.250000 Penalty: 926.969971
	Iteration 3F: 3 clusters Score -1077280 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1079216.125000 Penalty: 926.969971
	Iteration 4F: 3 clusters Score -1079216 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1080955.500000 Penalty: 926.969971
	Iteration 5F: 3 clusters Score -1080956 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1082143.625000 Penalty: 926.969971
	Iteration 6F: 3 clusters Score -1082144 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1082825.000000 Penalty: 926.969971
	Iteration 7Q: 3 clusters Score -1082825 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1083176.375000 Penalty: 926.969971
	Iteration 8Q: 3 clusters Score -1083176 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1083355.250000 Penalty: 926.969971
	Iteration 9Q: 3 clusters Score -1083355 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1083458.500000 Penalty: 926.969971
	Iteration 10Q: 3 clusters Score -1083458 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1083564.750000 Penalty: 926.969971
	Iteration 11Q: 3 clusters Score -1083565 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1083660.625000 Penalty: 926.969971
	Iteration 12Q: 3 clusters Score -1083661 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1083739.125000 Penalty: 926.969971
	Iteration 13Q: 3 clusters Score -1083739 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1083817.250000 Penalty: 926.969971
	Iteration 14Q: 3 clusters Score -1083817 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1083880.500000 Penalty: 926.969971
	Iteration 15Q: 3 clusters Score -1083880 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1083922.750000 Penalty: 926.969971
	Iteration 16Q: 3 clusters Score -1083923 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1083966.125000 Penalty: 926.969971
	Iteration 17Q: 3 clusters Score -1083966 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1084007.500000 Penalty: 926.969971
	Iteration 18Q: 3 clusters Score -1084008 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1084049.625000 Penalty: 926.969971
	Iteration 19Q: 3 clusters Score -1084050 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1084080.125000 Penalty: 926.969971
	Iteration 20F: 3 clusters Score -1084080 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1084112.875000 Penalty: 926.969971
	Iteration 21Q: 3 clusters Score -1084113 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1084131.625000 Penalty: 926.969971
	Iteration 22Q: 3 clusters Score -1084132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1084154.125000 Penalty: 926.969971
	Iteration 23Q: 3 clusters Score -1084154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1084172.250000 Penalty: 926.969971
	Iteration 24Q: 3 clusters Score -1084172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1084179.500000 Penalty: 926.969971
	Iteration 25Q: 3 clusters Score -1084180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1084185.500000 Penalty: 926.969971
	Iteration 26Q: 3 clusters Score -1084186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1084190.875000 Penalty: 926.969971
	Iteration 27Q: 3 clusters Score -1084191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1084198.750000 Penalty: 926.969971
	Iteration 28Q: 3 clusters Score -1084199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1084201.750000 Penalty: 926.969971
	Iteration 29Q: 3 clusters Score -1084202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1084208.625000 Penalty: 926.969971
	Iteration 30Q: 3 clusters Score -1084209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1084211.125000 Penalty: 926.969971
	Iteration 31Q: 3 clusters Score -1084211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1084215.375000 Penalty: 926.969971
	Iteration 32Q: 3 clusters Score -1084215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1084220.750000 Penalty: 926.969971
	Iteration 33Q: 3 clusters Score -1084221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1084221.375000 Penalty: 926.969971
	Iteration 34Q: 3 clusters Score -1084221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1084223.375000 Penalty: 926.969971
	Iteration 35Q: 3 clusters Score -1084223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1084222.375000 Penalty: 926.969971
	Iteration 36Q: 3 clusters Score -1084222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1084222.250000 Penalty: 926.969971
	Iteration 37Q: 3 clusters Score -1084222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1084223.000000 Penalty: 926.969971
	Iteration 38Q: 3 clusters Score -1084223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1084224.875000 Penalty: 926.969971
	Iteration 39Q: 3 clusters Score -1084225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1084225.125000 Penalty: 926.969971
	Iteration 40F: 3 clusters Score -1084225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1084227.250000 Penalty: 926.969971
	Iteration 41Q: 3 clusters Score -1084227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1084226.625000 Penalty: 926.969971
	Iteration 42Q: 3 clusters Score -1084227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1084226.625000 Penalty: 926.969971
	Iteration 43F: 3 clusters Score -1084227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -85614.632812 Penalty: 347.163910
	Iteration 0F: 2 clusters Score -85614.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -84142.531250 Penalty: 694.327820
	Iteration 0F: 3 clusters Score -84142.53 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -84657.976562 Penalty: 694.327820
	Iteration 1F: 3 clusters Score -84657.98 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -84749.406250 Penalty: 694.327820
	Iteration 2F: 3 clusters Score -84749.41 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -84820.218750 Penalty: 694.327820
	Iteration 3F: 3 clusters Score -84820.22 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -84889.539062 Penalty: 694.327820
	Iteration 4F: 3 clusters Score -84889.54 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -84973.039062 Penalty: 694.327820
	Iteration 5F: 3 clusters Score -84973.04 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -85068.867188 Penalty: 694.327820
	Iteration 6F: 3 clusters Score -85068.87 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -85129.460938 Penalty: 694.327820
	Iteration 7Q: 3 clusters Score -85129.46 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -85159.851562 Penalty: 694.327820
	Iteration 8Q: 3 clusters Score -85159.85 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -85178.703125 Penalty: 694.327820
	Iteration 9Q: 3 clusters Score -85178.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -85190.242188 Penalty: 694.327820
	Iteration 10Q: 3 clusters Score -85190.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -85200.843750 Penalty: 694.327820
	Iteration 11Q: 3 clusters Score -85200.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -85211.140625 Penalty: 694.327820
	Iteration 12Q: 3 clusters Score -85211.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -85224.171875 Penalty: 694.327820
	Iteration 13Q: 3 clusters Score -85224.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -85230.695312 Penalty: 694.327820
	Iteration 14Q: 3 clusters Score -85230.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -85234.312500 Penalty: 694.327820
	Iteration 15Q: 3 clusters Score -85234.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -85238.632812 Penalty: 694.327820
	Iteration 16Q: 3 clusters Score -85238.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -85243.296875 Penalty: 694.327820
	Iteration 17Q: 3 clusters Score -85243.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -85253.375000 Penalty: 694.327820
	Iteration 18Q: 3 clusters Score -85253.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -85258.726562 Penalty: 694.327820
	Iteration 19Q: 3 clusters Score -85258.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -85261.992188 Penalty: 694.327820
	Iteration 20F: 3 clusters Score -85261.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -85265.304688 Penalty: 694.327820
	Iteration 21Q: 3 clusters Score -85265.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -85267.562500 Penalty: 694.327820
	Iteration 22Q: 3 clusters Score -85267.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -85269.742188 Penalty: 694.327820
	Iteration 23Q: 3 clusters Score -85269.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -85273.062500 Penalty: 694.327820
	Iteration 24Q: 3 clusters Score -85273.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -85276.703125 Penalty: 694.327820
	Iteration 25Q: 3 clusters Score -85276.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -85279.531250 Penalty: 694.327820
	Iteration 26Q: 3 clusters Score -85279.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -85280.429688 Penalty: 694.327820
	Iteration 27Q: 3 clusters Score -85280.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -85280.679688 Penalty: 694.327820
	Iteration 28Q: 3 clusters Score -85280.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -85280.906250 Penalty: 694.327820
	Iteration 29Q: 3 clusters Score -85280.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -85281.140625 Penalty: 694.327820
	Iteration 30Q: 3 clusters Score -85281.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -85281.140625 Penalty: 694.327820
	Iteration 31F: 3 clusters Score -85281.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Entering Unmasked Estep 
Score: -287723.781250 Penalty: 404.962555
	Iteration 0F: 2 clusters Score -287723.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -282826.968750 Penalty: 809.925110
	Iteration 0F: 3 clusters Score -282827 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -285012.031250 Penalty: 809.925110
	Iteration 1F: 3 clusters Score -285012 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -285367.875000 Penalty: 809.925110
	Iteration 2F: 3 clusters Score -285367.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -285828.875000 Penalty: 809.925110
	Iteration 3F: 3 clusters Score -285828.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -286403.125000 Penalty: 809.925110
	Iteration 4F: 3 clusters Score -286403.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -286866.937500 Penalty: 809.925110
	Iteration 5F: 3 clusters Score -286866.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -287129.750000 Penalty: 809.925110
	Iteration 6F: 3 clusters Score -287129.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -287255.687500 Penalty: 809.925110
	Iteration 7Q: 3 clusters Score -287255.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -287326.750000 Penalty: 809.925110
	Iteration 8Q: 3 clusters Score -287326.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -287360.843750 Penalty: 809.925110
	Iteration 9Q: 3 clusters Score -287360.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -287383.406250 Penalty: 809.925110
	Iteration 10Q: 3 clusters Score -287383.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -287394.718750 Penalty: 809.925110
	Iteration 11Q: 3 clusters Score -287394.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -287401.625000 Penalty: 809.925110
	Iteration 12Q: 3 clusters Score -287401.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -287404.812500 Penalty: 809.925110
	Iteration 13Q: 3 clusters Score -287404.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -287407.406250 Penalty: 809.925110
	Iteration 14Q: 3 clusters Score -287407.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -287408.812500 Penalty: 809.925110
	Iteration 15Q: 3 clusters Score -287408.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -287408.968750 Penalty: 809.925110
	Iteration 16Q: 3 clusters Score -287409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -287410.187500 Penalty: 809.925110
	Iteration 17Q: 3 clusters Score -287410.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -287409.937500 Penalty: 809.925110
	Iteration 18Q: 3 clusters Score -287409.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -287411.000000 Penalty: 809.925110
	Iteration 19Q: 3 clusters Score -287411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -287410.843750 Penalty: 809.925110
	Iteration 20F: 3 clusters Score -287410.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -287411.625000 Penalty: 809.925110
	Iteration 21Q: 3 clusters Score -287411.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -287411.468750 Penalty: 809.925110
	Iteration 22Q: 3 clusters Score -287411.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -287412.281250 Penalty: 809.925110
	Iteration 23Q: 3 clusters Score -287412.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -287411.656250 Penalty: 809.925110
	Iteration 24Q: 3 clusters Score -287411.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -287412.250000 Penalty: 809.925110
	Iteration 25Q: 3 clusters Score -287412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -287412.062500 Penalty: 809.925110
	Iteration 26Q: 3 clusters Score -287412.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -287412.062500 Penalty: 809.925110
	Iteration 27F: 3 clusters Score -287412.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (301254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301254 members 
Entering Unmasked Estep 
Score: -12488675.000000 Penalty: 574.014771
	Iteration 0F: 2 clusters Score -1.248868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150849 members 
Mstep: Class 2 contains 150405 members 
Entering Unmasked Estep 
Score: -12282749.000000 Penalty: 1148.029541
	Iteration 0F: 3 clusters Score -1.228275e+07 nChanged 148839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171916 members 
Mstep: Class 2 contains 129338 members 
Entering Unmasked Estep 
Score: -12377610.000000 Penalty: 1148.029541
	Iteration 1F: 3 clusters Score -1.237761e+07 nChanged 17591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186905 members 
Mstep: Class 2 contains 114349 members 
Entering Unmasked Estep 
Score: -12385953.000000 Penalty: 1148.029541
	Iteration 2F: 3 clusters Score -1.238595e+07 nChanged 22469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207692 members 
Mstep: Class 2 contains 93562 members 
Entering Unmasked Estep 
Score: -12400281.000000 Penalty: 1148.029541
	Iteration 3F: 3 clusters Score -1.240028e+07 nChanged 26181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232989 members 
Mstep: Class 2 contains 68265 members 
Entering Unmasked Estep 
Score: -12421450.000000 Penalty: 1148.029541
	Iteration 4F: 3 clusters Score -1.242145e+07 nChanged 26206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258799 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -12446322.000000 Penalty: 1148.029541
	Iteration 5F: 3 clusters Score -1.244632e+07 nChanged 21255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279962 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -12468276.000000 Penalty: 1148.029541
	Iteration 6F: 3 clusters Score -1.246828e+07 nChanged 12743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292677 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -12480940.000000 Penalty: 1148.029541
	Iteration 7Q: 3 clusters Score -1.248094e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298130 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -12485972.000000 Penalty: 1148.029541
	Iteration 8Q: 3 clusters Score -1.248597e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300013 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -12487467.000000 Penalty: 1148.029541
	Iteration 9Q: 3 clusters Score -1.248747e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300599 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -12487977.000000 Penalty: 1148.029541
	Iteration 10Q: 3 clusters Score -1.248798e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300746 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -12488188.000000 Penalty: 1148.029541
	Iteration 11Q: 3 clusters Score -1.248819e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300766 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12488323.000000 Penalty: 1148.029541
	Iteration 12Q: 3 clusters Score -1.248832e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300734 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -12488489.000000 Penalty: 1148.029541
	Iteration 13Q: 3 clusters Score -1.248849e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300679 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -12488607.000000 Penalty: 1148.029541
	Iteration 14Q: 3 clusters Score -1.248861e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300634 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -12488663.000000 Penalty: 1148.029541
	Iteration 15Q: 3 clusters Score -1.248866e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300596 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -12488683.000000 Penalty: 1148.029541
	Iteration 16Q: 3 clusters Score -1.248868e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300572 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -12488683.000000 Penalty: 1148.029541
	Iteration 17Q: 3 clusters Score -1.248868e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300557 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12488707.000000 Penalty: 1148.029541
	Iteration 18Q: 3 clusters Score -1.248871e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300544 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -12488701.000000 Penalty: 1148.029541
	Iteration 19Q: 3 clusters Score -1.24887e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300527 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -12488733.000000 Penalty: 1148.029541
	Iteration 20F: 3 clusters Score -1.248873e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300510 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -12488747.000000 Penalty: 1148.029541
	Iteration 21Q: 3 clusters Score -1.248875e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300492 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -12488758.000000 Penalty: 1148.029541
	Iteration 22Q: 3 clusters Score -1.248876e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300476 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -12488763.000000 Penalty: 1148.029541
	Iteration 23Q: 3 clusters Score -1.248876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300463 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -12488762.000000 Penalty: 1148.029541
	Iteration 24Q: 3 clusters Score -1.248876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300451 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -12488764.000000 Penalty: 1148.029541
	Iteration 25Q: 3 clusters Score -1.248876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300442 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -12488767.000000 Penalty: 1148.029541
	Iteration 26Q: 3 clusters Score -1.248877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300437 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -12488756.000000 Penalty: 1148.029541
	Iteration 27Q: 3 clusters Score -1.248876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300431 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -12488769.000000 Penalty: 1148.029541
	Iteration 28Q: 3 clusters Score -1.248877e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300423 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -12488777.000000 Penalty: 1148.029541
	Iteration 29Q: 3 clusters Score -1.248878e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300413 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -12488784.000000 Penalty: 1148.029541
	Iteration 30Q: 3 clusters Score -1.248878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300406 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -12488781.000000 Penalty: 1148.029541
	Iteration 31Q: 3 clusters Score -1.248878e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300400 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -12488781.000000 Penalty: 1148.029541
	Iteration 32Q: 3 clusters Score -1.248878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300398 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -12488770.000000 Penalty: 1148.029541
	Iteration 33Q: 3 clusters Score -1.248877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300392 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -12488768.000000 Penalty: 1148.029541
	Iteration 34Q: 3 clusters Score -1.248877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300386 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -12488776.000000 Penalty: 1148.029541
	Iteration 35Q: 3 clusters Score -1.248878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300377 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12488758.000000 Penalty: 1148.029541
	Iteration 36Q: 3 clusters Score -1.248876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300374 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -12488757.000000 Penalty: 1148.029541
	Iteration 37Q: 3 clusters Score -1.248876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300373 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -12488751.000000 Penalty: 1148.029541
	Iteration 38Q: 3 clusters Score -1.248875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300371 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -12488752.000000 Penalty: 1148.029541
	Iteration 39Q: 3 clusters Score -1.248875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300371 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -12488752.000000 Penalty: 1148.029541
	Iteration 40F: 3 clusters Score -1.248875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158590 members 
Mstep: Class 5 contains 13132 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 1970 members 
Mstep: Class 10 contains 5849 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26542 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7334 members 
Mstep: Class 15 contains 300371 members 
Mstep: Class 16 contains 60407 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 18069 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37312 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1034 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Mstep: Class 42 contains 1517 members 
Mstep: Class 43 contains 883 members 
Entering Unmasked Estep 
Score: -28350998.000000 Penalty: 26414.312500
Splitting cluster 15 changes total score from -28350670.000000 to -28350998.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 16 (60407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Entering Unmasked Estep 
Score: -2436450.000000 Penalty: 500.903168
	Iteration 0F: 2 clusters Score -2436450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -2395814.000000 Penalty: 1001.806335
	Iteration 0F: 3 clusters Score -2395814 nChanged 29337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -2414408.000000 Penalty: 1001.806335
	Iteration 1F: 3 clusters Score -2414408 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2416817.250000 Penalty: 1001.806335
	Iteration 2F: 3 clusters Score -2416817 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2420656.250000 Penalty: 1001.806335
	Iteration 3F: 3 clusters Score -2420656 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2425569.750000 Penalty: 1001.806335
	Iteration 4F: 3 clusters Score -2425570 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2430011.250000 Penalty: 1001.806335
	Iteration 5F: 3 clusters Score -2430011 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2432824.000000 Penalty: 1001.806335
	Iteration 6Q: 3 clusters Score -2432824 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2434365.750000 Penalty: 1001.806335
	Iteration 7Q: 3 clusters Score -2434366 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2435148.750000 Penalty: 1001.806335
	Iteration 8Q: 3 clusters Score -2435149 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2435565.250000 Penalty: 1001.806335
	Iteration 9Q: 3 clusters Score -2435565 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2435776.500000 Penalty: 1001.806335
	Iteration 10Q: 3 clusters Score -2435776 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59817 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2435897.750000 Penalty: 1001.806335
	Iteration 11Q: 3 clusters Score -2435898 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2435964.500000 Penalty: 1001.806335
	Iteration 12Q: 3 clusters Score -2435964 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59979 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2435992.750000 Penalty: 1001.806335
	Iteration 13Q: 3 clusters Score -2435993 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2436020.000000 Penalty: 1001.806335
	Iteration 14Q: 3 clusters Score -2436020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2436034.500000 Penalty: 1001.806335
	Iteration 15Q: 3 clusters Score -2436034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60086 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2436048.750000 Penalty: 1001.806335
	Iteration 16Q: 3 clusters Score -2436049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2436058.250000 Penalty: 1001.806335
	Iteration 17Q: 3 clusters Score -2436058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2436062.000000 Penalty: 1001.806335
	Iteration 18Q: 3 clusters Score -2436062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60126 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2436061.500000 Penalty: 1001.806335
	Iteration 19Q: 3 clusters Score -2436062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2436064.750000 Penalty: 1001.806335
	Iteration 20F: 3 clusters Score -2436065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60140 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2436070.250000 Penalty: 1001.806335
	Iteration 21Q: 3 clusters Score -2436070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60147 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2436079.000000 Penalty: 1001.806335
	Iteration 22Q: 3 clusters Score -2436079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2436084.000000 Penalty: 1001.806335
	Iteration 23Q: 3 clusters Score -2436084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2436090.500000 Penalty: 1001.806335
	Iteration 24Q: 3 clusters Score -2436090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2436097.000000 Penalty: 1001.806335
	Iteration 25Q: 3 clusters Score -2436097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60135 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2436102.750000 Penalty: 1001.806335
	Iteration 26Q: 3 clusters Score -2436103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60132 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2436121.000000 Penalty: 1001.806335
	Iteration 27Q: 3 clusters Score -2436121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2436127.250000 Penalty: 1001.806335
	Iteration 28Q: 3 clusters Score -2436127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2436133.000000 Penalty: 1001.806335
	Iteration 29Q: 3 clusters Score -2436133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2436136.000000 Penalty: 1001.806335
	Iteration 30Q: 3 clusters Score -2436136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60141 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2436139.750000 Penalty: 1001.806335
	Iteration 31Q: 3 clusters Score -2436140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60146 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2436141.000000 Penalty: 1001.806335
	Iteration 32Q: 3 clusters Score -2436141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2436145.500000 Penalty: 1001.806335
	Iteration 33Q: 3 clusters Score -2436146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2436146.500000 Penalty: 1001.806335
	Iteration 34Q: 3 clusters Score -2436146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60144 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2436149.500000 Penalty: 1001.806335
	Iteration 35Q: 3 clusters Score -2436150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2436153.250000 Penalty: 1001.806335
	Iteration 36Q: 3 clusters Score -2436153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60140 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2436151.250000 Penalty: 1001.806335
	Iteration 37Q: 3 clusters Score -2436151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60142 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2436151.000000 Penalty: 1001.806335
	Iteration 38Q: 3 clusters Score -2436151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60142 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2436156.000000 Penalty: 1001.806335
	Iteration 39F: 3 clusters Score -2436156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60137 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2436163.000000 Penalty: 1001.806335
	Iteration 40F: 3 clusters Score -2436163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60129 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2436172.000000 Penalty: 1001.806335
	Iteration 41Q: 3 clusters Score -2436172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2436177.250000 Penalty: 1001.806335
	Iteration 42Q: 3 clusters Score -2436177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2436186.000000 Penalty: 1001.806335
	Iteration 43Q: 3 clusters Score -2436186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2436192.000000 Penalty: 1001.806335
	Iteration 44Q: 3 clusters Score -2436192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2436193.000000 Penalty: 1001.806335
	Iteration 45Q: 3 clusters Score -2436193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2436200.750000 Penalty: 1001.806335
	Iteration 46Q: 3 clusters Score -2436201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60106 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2436210.500000 Penalty: 1001.806335
	Iteration 47Q: 3 clusters Score -2436210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60100 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2436212.750000 Penalty: 1001.806335
	Iteration 48Q: 3 clusters Score -2436213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2436217.250000 Penalty: 1001.806335
	Iteration 49Q: 3 clusters Score -2436217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60089 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2436219.500000 Penalty: 1001.806335
	Iteration 50Q: 3 clusters Score -2436220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2436222.750000 Penalty: 1001.806335
	Iteration 51Q: 3 clusters Score -2436223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60076 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2436225.750000 Penalty: 1001.806335
	Iteration 52Q: 3 clusters Score -2436226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60073 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2436224.750000 Penalty: 1001.806335
	Iteration 53Q: 3 clusters Score -2436225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60073 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2436228.000000 Penalty: 1001.806335
	Iteration 54F: 3 clusters Score -2436228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2436228.250000 Penalty: 1001.806335
	Iteration 55Q: 3 clusters Score -2436228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2436229.500000 Penalty: 1001.806335
	Iteration 56Q: 3 clusters Score -2436230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2436238.000000 Penalty: 1001.806335
	Iteration 57Q: 3 clusters Score -2436238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60065 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2436243.500000 Penalty: 1001.806335
	Iteration 58Q: 3 clusters Score -2436244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2436246.250000 Penalty: 1001.806335
	Iteration 59Q: 3 clusters Score -2436246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2436250.500000 Penalty: 1001.806335
	Iteration 60F: 3 clusters Score -2436250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2436253.750000 Penalty: 1001.806335
	Iteration 61Q: 3 clusters Score -2436254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2436260.250000 Penalty: 1001.806335
	Iteration 62Q: 3 clusters Score -2436260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60066 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2436264.000000 Penalty: 1001.806335
	Iteration 63Q: 3 clusters Score -2436264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2436262.250000 Penalty: 1001.806335
	Iteration 64Q: 3 clusters Score -2436262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2436262.250000 Penalty: 1001.806335
	Iteration 65F: 3 clusters Score -2436262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -16465.121094 Penalty: 282.215363
	Iteration 0F: 2 clusters Score -16465.12 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 238 members 
Entering Unmasked Estep 
Score: -15979.927734 Penalty: 564.430725
	Iteration 0F: 3 clusters Score -15979.93 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16108.106445 Penalty: 564.430725
	Iteration 1F: 3 clusters Score -16108.11 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16155.513672 Penalty: 564.430725
	Iteration 2F: 3 clusters Score -16155.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16187.088867 Penalty: 564.430725
	Iteration 3F: 3 clusters Score -16187.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16221.094727 Penalty: 564.430725
	Iteration 4F: 3 clusters Score -16221.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16254.102539 Penalty: 564.430725
	Iteration 5Q: 3 clusters Score -16254.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16298.401367 Penalty: 564.430725
	Iteration 6Q: 3 clusters Score -16298.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16337.670898 Penalty: 564.430725
	Iteration 7Q: 3 clusters Score -16337.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16366.738281 Penalty: 564.430725
	Iteration 8Q: 3 clusters Score -16366.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16389.755859 Penalty: 564.430725
	Iteration 9Q: 3 clusters Score -16389.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16404.529297 Penalty: 564.430725
	Iteration 10Q: 3 clusters Score -16404.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16415.109375 Penalty: 564.430725
	Iteration 11Q: 3 clusters Score -16415.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16419.253906 Penalty: 564.430725
	Iteration 12Q: 3 clusters Score -16419.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16425.294922 Penalty: 564.430725
	Iteration 13Q: 3 clusters Score -16425.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16427.783203 Penalty: 564.430725
	Iteration 14Q: 3 clusters Score -16427.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16431.416016 Penalty: 564.430725
	Iteration 15Q: 3 clusters Score -16431.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16434.310547 Penalty: 564.430725
	Iteration 16Q: 3 clusters Score -16434.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16434.792969 Penalty: 564.430725
	Iteration 17F: 3 clusters Score -16434.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16435.734375 Penalty: 564.430725
	Iteration 18Q: 3 clusters Score -16435.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16435.734375 Penalty: 564.430725
	Iteration 19F: 3 clusters Score -16435.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -20404.177734 Penalty: 294.632202
	Iteration 0F: 2 clusters Score -20404.18 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 338 members 
Entering Unmasked Estep 
Score: -19841.544922 Penalty: 589.264404
	Iteration 0F: 3 clusters Score -19841.54 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -20054.052734 Penalty: 589.264404
	Iteration 1F: 3 clusters Score -20054.05 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20141.910156 Penalty: 589.264404
	Iteration 2F: 3 clusters Score -20141.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -20193.671875 Penalty: 589.264404
	Iteration 3F: 3 clusters Score -20193.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20232.273438 Penalty: 589.264404
	Iteration 4F: 3 clusters Score -20232.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -20249.904297 Penalty: 589.264404
	Iteration 5Q: 3 clusters Score -20249.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20265.167969 Penalty: 589.264404
	Iteration 6Q: 3 clusters Score -20265.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -20280.953125 Penalty: 589.264404
	Iteration 7Q: 3 clusters Score -20280.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20294.871094 Penalty: 589.264404
	Iteration 8Q: 3 clusters Score -20294.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -20314.000000 Penalty: 589.264404
	Iteration 9Q: 3 clusters Score -20314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -20333.718750 Penalty: 589.264404
	Iteration 10Q: 3 clusters Score -20333.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -20352.312500 Penalty: 589.264404
	Iteration 11Q: 3 clusters Score -20352.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -20355.322266 Penalty: 589.264404
	Iteration 12Q: 3 clusters Score -20355.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -20357.437500 Penalty: 589.264404
	Iteration 13Q: 3 clusters Score -20357.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -20360.634766 Penalty: 589.264404
	Iteration 14Q: 3 clusters Score -20360.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -20363.746094 Penalty: 589.264404
	Iteration 15Q: 3 clusters Score -20363.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -20369.558594 Penalty: 589.264404
	Iteration 16Q: 3 clusters Score -20369.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -20375.535156 Penalty: 589.264404
	Iteration 17Q: 3 clusters Score -20375.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -20378.085938 Penalty: 589.264404
	Iteration 18Q: 3 clusters Score -20378.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -20380.019531 Penalty: 589.264404
	Iteration 19Q: 3 clusters Score -20380.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -20380.839844 Penalty: 589.264404
	Iteration 20F: 3 clusters Score -20380.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -20382.734375 Penalty: 589.264404
	Iteration 21Q: 3 clusters Score -20382.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -20384.210938 Penalty: 589.264404
	Iteration 22Q: 3 clusters Score -20384.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -20385.158203 Penalty: 589.264404
	Iteration 23Q: 3 clusters Score -20385.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -20385.158203 Penalty: 589.264404
	Iteration 24F: 3 clusters Score -20385.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Entering Unmasked Estep 
Score: -137809.453125 Penalty: 370.543274
	Iteration 0F: 2 clusters Score -137809.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -135486.937500 Penalty: 741.086548
	Iteration 0F: 3 clusters Score -135486.9 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -136371.640625 Penalty: 741.086548
	Iteration 1F: 3 clusters Score -136371.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -136502.718750 Penalty: 741.086548
	Iteration 2F: 3 clusters Score -136502.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -136625.000000 Penalty: 741.086548
	Iteration 3F: 3 clusters Score -136625 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -136781.140625 Penalty: 741.086548
	Iteration 4F: 3 clusters Score -136781.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -136924.578125 Penalty: 741.086548
	Iteration 5F: 3 clusters Score -136924.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -137028.750000 Penalty: 741.086548
	Iteration 6Q: 3 clusters Score -137028.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -137099.296875 Penalty: 741.086548
	Iteration 7Q: 3 clusters Score -137099.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -137152.500000 Penalty: 741.086548
	Iteration 8Q: 3 clusters Score -137152.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -137182.125000 Penalty: 741.086548
	Iteration 9Q: 3 clusters Score -137182.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -137201.171875 Penalty: 741.086548
	Iteration 10Q: 3 clusters Score -137201.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -137216.546875 Penalty: 741.086548
	Iteration 11Q: 3 clusters Score -137216.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -137227.109375 Penalty: 741.086548
	Iteration 12Q: 3 clusters Score -137227.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -137237.859375 Penalty: 741.086548
	Iteration 13Q: 3 clusters Score -137237.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -137250.421875 Penalty: 741.086548
	Iteration 14Q: 3 clusters Score -137250.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -137262.671875 Penalty: 741.086548
	Iteration 15Q: 3 clusters Score -137262.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -137273.109375 Penalty: 741.086548
	Iteration 16Q: 3 clusters Score -137273.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -137283.781250 Penalty: 741.086548
	Iteration 17Q: 3 clusters Score -137283.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -137291.953125 Penalty: 741.086548
	Iteration 18Q: 3 clusters Score -137292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -137297.421875 Penalty: 741.086548
	Iteration 19Q: 3 clusters Score -137297.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -137303.703125 Penalty: 741.086548
	Iteration 20F: 3 clusters Score -137303.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -137306.984375 Penalty: 741.086548
	Iteration 21Q: 3 clusters Score -137307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -137313.218750 Penalty: 741.086548
	Iteration 22Q: 3 clusters Score -137313.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -137318.140625 Penalty: 741.086548
	Iteration 23Q: 3 clusters Score -137318.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -137321.046875 Penalty: 741.086548
	Iteration 24Q: 3 clusters Score -137321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -137322.671875 Penalty: 741.086548
	Iteration 25Q: 3 clusters Score -137322.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -137325.375000 Penalty: 741.086548
	Iteration 26Q: 3 clusters Score -137325.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -137329.953125 Penalty: 741.086548
	Iteration 27Q: 3 clusters Score -137330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -137337.421875 Penalty: 741.086548
	Iteration 28Q: 3 clusters Score -137337.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -137348.984375 Penalty: 741.086548
	Iteration 29Q: 3 clusters Score -137349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -137354.859375 Penalty: 741.086548
	Iteration 30Q: 3 clusters Score -137354.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -137360.531250 Penalty: 741.086548
	Iteration 31Q: 3 clusters Score -137360.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -137365.750000 Penalty: 741.086548
	Iteration 32Q: 3 clusters Score -137365.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -137370.218750 Penalty: 741.086548
	Iteration 33Q: 3 clusters Score -137370.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -137374.171875 Penalty: 741.086548
	Iteration 34Q: 3 clusters Score -137374.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -137377.484375 Penalty: 741.086548
	Iteration 35Q: 3 clusters Score -137377.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -137382.578125 Penalty: 741.086548
	Iteration 36Q: 3 clusters Score -137382.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -137392.531250 Penalty: 741.086548
	Iteration 37Q: 3 clusters Score -137392.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -137410.218750 Penalty: 741.086548
	Iteration 38Q: 3 clusters Score -137410.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -137430.390625 Penalty: 741.086548
	Iteration 39Q: 3 clusters Score -137430.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -137454.625000 Penalty: 741.086548
	Iteration 40F: 3 clusters Score -137454.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -137475.734375 Penalty: 741.086548
	Iteration 41Q: 3 clusters Score -137475.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -137492.312500 Penalty: 741.086548
	Iteration 42Q: 3 clusters Score -137492.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -137504.375000 Penalty: 741.086548
	Iteration 43Q: 3 clusters Score -137504.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -137515.250000 Penalty: 741.086548
	Iteration 44Q: 3 clusters Score -137515.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -137521.750000 Penalty: 741.086548
	Iteration 45Q: 3 clusters Score -137521.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -137527.968750 Penalty: 741.086548
	Iteration 46Q: 3 clusters Score -137528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -137533.656250 Penalty: 741.086548
	Iteration 47Q: 3 clusters Score -137533.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -137538.109375 Penalty: 741.086548
	Iteration 48Q: 3 clusters Score -137538.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -137540.750000 Penalty: 741.086548
	Iteration 49Q: 3 clusters Score -137540.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -137544.109375 Penalty: 741.086548
	Iteration 50Q: 3 clusters Score -137544.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137546.500000 Penalty: 741.086548
	Iteration 51Q: 3 clusters Score -137546.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -137548.750000 Penalty: 741.086548
	Iteration 52Q: 3 clusters Score -137548.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -137550.109375 Penalty: 741.086548
	Iteration 53Q: 3 clusters Score -137550.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -137551.593750 Penalty: 741.086548
	Iteration 54Q: 3 clusters Score -137551.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -137552.125000 Penalty: 741.086548
	Iteration 55Q: 3 clusters Score -137552.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -137552.640625 Penalty: 741.086548
	Iteration 56Q: 3 clusters Score -137552.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -137552.718750 Penalty: 741.086548
	Iteration 57Q: 3 clusters Score -137552.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -137553.078125 Penalty: 741.086548
	Iteration 58Q: 3 clusters Score -137553.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -137553.156250 Penalty: 741.086548
	Iteration 59Q: 3 clusters Score -137553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -137553.593750 Penalty: 741.086548
	Iteration 60F: 3 clusters Score -137553.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -137554.031250 Penalty: 741.086548
	Iteration 61Q: 3 clusters Score -137554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -137554.625000 Penalty: 741.086548
	Iteration 62Q: 3 clusters Score -137554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -137554.968750 Penalty: 741.086548
	Iteration 63Q: 3 clusters Score -137555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -137554.968750 Penalty: 741.086548
	Iteration 64Q: 3 clusters Score -137555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -137554.921875 Penalty: 741.086548
	Iteration 65Q: 3 clusters Score -137554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -137555.453125 Penalty: 741.086548
	Iteration 66Q: 3 clusters Score -137555.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -137556.093750 Penalty: 741.086548
	Iteration 67Q: 3 clusters Score -137556.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -137557.906250 Penalty: 741.086548
	Iteration 68Q: 3 clusters Score -137557.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -137558.406250 Penalty: 741.086548
	Iteration 69Q: 3 clusters Score -137558.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -137559.796875 Penalty: 741.086548
	Iteration 70Q: 3 clusters Score -137559.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -137560.171875 Penalty: 741.086548
	Iteration 71Q: 3 clusters Score -137560.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -137560.265625 Penalty: 741.086548
	Iteration 72Q: 3 clusters Score -137560.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -137560.421875 Penalty: 741.086548
	Iteration 73Q: 3 clusters Score -137560.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -137560.421875 Penalty: 741.086548
	Iteration 74F: 3 clusters Score -137560.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -44570.851562 Penalty: 326.100220
	Iteration 0F: 2 clusters Score -44570.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -43589.804688 Penalty: 652.200439
	Iteration 0F: 3 clusters Score -43589.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -43945.804688 Penalty: 652.200439
	Iteration 1F: 3 clusters Score -43945.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -44029.492188 Penalty: 652.200439
	Iteration 2F: 3 clusters Score -44029.49 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -44080.082031 Penalty: 652.200439
	Iteration 3F: 3 clusters Score -44080.08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -44119.671875 Penalty: 652.200439
	Iteration 4Q: 3 clusters Score -44119.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -44139.160156 Penalty: 652.200439
	Iteration 5Q: 3 clusters Score -44139.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -44154.980469 Penalty: 652.200439
	Iteration 6Q: 3 clusters Score -44154.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -44165.500000 Penalty: 652.200439
	Iteration 7Q: 3 clusters Score -44165.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -44172.230469 Penalty: 652.200439
	Iteration 8Q: 3 clusters Score -44172.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -44178.363281 Penalty: 652.200439
	Iteration 9Q: 3 clusters Score -44178.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -44183.527344 Penalty: 652.200439
	Iteration 10Q: 3 clusters Score -44183.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -44189.484375 Penalty: 652.200439
	Iteration 11Q: 3 clusters Score -44189.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -44195.984375 Penalty: 652.200439
	Iteration 12Q: 3 clusters Score -44195.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -44201.167969 Penalty: 652.200439
	Iteration 13Q: 3 clusters Score -44201.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -44206.964844 Penalty: 652.200439
	Iteration 14Q: 3 clusters Score -44206.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -44208.847656 Penalty: 652.200439
	Iteration 15Q: 3 clusters Score -44208.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -44209.835938 Penalty: 652.200439
	Iteration 16Q: 3 clusters Score -44209.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -44211.156250 Penalty: 652.200439
	Iteration 17Q: 3 clusters Score -44211.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -44216.632812 Penalty: 652.200439
	Iteration 18Q: 3 clusters Score -44216.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -44223.359375 Penalty: 652.200439
	Iteration 19Q: 3 clusters Score -44223.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -44227.085938 Penalty: 652.200439
	Iteration 20F: 3 clusters Score -44227.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -44228.097656 Penalty: 652.200439
	Iteration 21Q: 3 clusters Score -44228.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -44229.289062 Penalty: 652.200439
	Iteration 22Q: 3 clusters Score -44229.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -44230.988281 Penalty: 652.200439
	Iteration 23Q: 3 clusters Score -44230.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -44232.734375 Penalty: 652.200439
	Iteration 24Q: 3 clusters Score -44232.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -44234.164062 Penalty: 652.200439
	Iteration 25Q: 3 clusters Score -44234.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -44234.906250 Penalty: 652.200439
	Iteration 26Q: 3 clusters Score -44234.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -44234.906250 Penalty: 652.200439
	Iteration 27F: 3 clusters Score -44234.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Entering Unmasked Estep 
Score: -215257.828125 Penalty: 389.613373
	Iteration 0F: 2 clusters Score -215257.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -211736.437500 Penalty: 779.226746
	Iteration 0F: 3 clusters Score -211736.4 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -213026.375000 Penalty: 779.226746
	Iteration 1F: 3 clusters Score -213026.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -213225.906250 Penalty: 779.226746
	Iteration 2F: 3 clusters Score -213225.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -213478.468750 Penalty: 779.226746
	Iteration 3F: 3 clusters Score -213478.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -213757.296875 Penalty: 779.226746
	Iteration 4F: 3 clusters Score -213757.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -214063.812500 Penalty: 779.226746
	Iteration 5F: 3 clusters Score -214063.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -214361.828125 Penalty: 779.226746
	Iteration 6F: 3 clusters Score -214361.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -214589.109375 Penalty: 779.226746
	Iteration 7Q: 3 clusters Score -214589.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -214726.718750 Penalty: 779.226746
	Iteration 8Q: 3 clusters Score -214726.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -214830.281250 Penalty: 779.226746
	Iteration 9Q: 3 clusters Score -214830.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -214890.359375 Penalty: 779.226746
	Iteration 10Q: 3 clusters Score -214890.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -214932.718750 Penalty: 779.226746
	Iteration 11Q: 3 clusters Score -214932.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -214961.328125 Penalty: 779.226746
	Iteration 12Q: 3 clusters Score -214961.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -214981.156250 Penalty: 779.226746
	Iteration 13Q: 3 clusters Score -214981.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -214996.187500 Penalty: 779.226746
	Iteration 14Q: 3 clusters Score -214996.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -215013.921875 Penalty: 779.226746
	Iteration 15Q: 3 clusters Score -215013.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -215028.750000 Penalty: 779.226746
	Iteration 16Q: 3 clusters Score -215028.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -215040.343750 Penalty: 779.226746
	Iteration 17Q: 3 clusters Score -215040.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -215052.187500 Penalty: 779.226746
	Iteration 18Q: 3 clusters Score -215052.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -215063.703125 Penalty: 779.226746
	Iteration 19Q: 3 clusters Score -215063.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -215073.609375 Penalty: 779.226746
	Iteration 20F: 3 clusters Score -215073.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -215089.671875 Penalty: 779.226746
	Iteration 21Q: 3 clusters Score -215089.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -215111.406250 Penalty: 779.226746
	Iteration 22Q: 3 clusters Score -215111.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -215124.531250 Penalty: 779.226746
	Iteration 23Q: 3 clusters Score -215124.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -215129.953125 Penalty: 779.226746
	Iteration 24Q: 3 clusters Score -215130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -215134.187500 Penalty: 779.226746
	Iteration 25Q: 3 clusters Score -215134.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -215135.906250 Penalty: 779.226746
	Iteration 26Q: 3 clusters Score -215135.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -215136.437500 Penalty: 779.226746
	Iteration 27Q: 3 clusters Score -215136.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -215136.859375 Penalty: 779.226746
	Iteration 28Q: 3 clusters Score -215136.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -215136.859375 Penalty: 779.226746
	Iteration 29F: 3 clusters Score -215136.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -722798.062500 Penalty: 445.988861
	Iteration 0F: 2 clusters Score -722798.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -710749.562500 Penalty: 891.977722
	Iteration 0F: 3 clusters Score -710749.6 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -715756.312500 Penalty: 891.977722
	Iteration 1F: 3 clusters Score -715756.3 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -716108.687500 Penalty: 891.977722
	Iteration 2F: 3 clusters Score -716108.7 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -716622.875000 Penalty: 891.977722
	Iteration 3F: 3 clusters Score -716622.9 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -717434.125000 Penalty: 891.977722
	Iteration 4F: 3 clusters Score -717434.1 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -718570.812500 Penalty: 891.977722
	Iteration 5F: 3 clusters Score -718570.8 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -719852.562500 Penalty: 891.977722
	Iteration 6F: 3 clusters Score -719852.6 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -721081.875000 Penalty: 891.977722
	Iteration 7F: 3 clusters Score -721081.9 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -721832.687500 Penalty: 891.977722
	Iteration 8Q: 3 clusters Score -721832.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -722194.750000 Penalty: 891.977722
	Iteration 9Q: 3 clusters Score -722194.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -722380.812500 Penalty: 891.977722
	Iteration 10Q: 3 clusters Score -722380.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -722444.875000 Penalty: 891.977722
	Iteration 11Q: 3 clusters Score -722444.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -722482.875000 Penalty: 891.977722
	Iteration 12Q: 3 clusters Score -722482.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -722506.187500 Penalty: 891.977722
	Iteration 13Q: 3 clusters Score -722506.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -722516.750000 Penalty: 891.977722
	Iteration 14Q: 3 clusters Score -722516.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -722525.062500 Penalty: 891.977722
	Iteration 15Q: 3 clusters Score -722525.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -722527.250000 Penalty: 891.977722
	Iteration 16Q: 3 clusters Score -722527.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -722532.312500 Penalty: 891.977722
	Iteration 17Q: 3 clusters Score -722532.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -722536.687500 Penalty: 891.977722
	Iteration 18Q: 3 clusters Score -722536.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -722540.312500 Penalty: 891.977722
	Iteration 19Q: 3 clusters Score -722540.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -722546.187500 Penalty: 891.977722
	Iteration 20F: 3 clusters Score -722546.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -722552.500000 Penalty: 891.977722
	Iteration 21Q: 3 clusters Score -722552.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -722554.875000 Penalty: 891.977722
	Iteration 22Q: 3 clusters Score -722554.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -722555.687500 Penalty: 891.977722
	Iteration 23Q: 3 clusters Score -722555.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -722557.000000 Penalty: 891.977722
	Iteration 24Q: 3 clusters Score -722557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -722557.750000 Penalty: 891.977722
	Iteration 25Q: 3 clusters Score -722557.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -722558.250000 Penalty: 891.977722
	Iteration 26Q: 3 clusters Score -722558.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -722559.062500 Penalty: 891.977722
	Iteration 27Q: 3 clusters Score -722559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -722560.250000 Penalty: 891.977722
	Iteration 28Q: 3 clusters Score -722560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -722559.687500 Penalty: 891.977722
	Iteration 29Q: 3 clusters Score -722559.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -722559.687500 Penalty: 891.977722
	Iteration 30F: 3 clusters Score -722559.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -33019.234375 Penalty: 310.804779
	Iteration 0F: 2 clusters Score -33019.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -32254.371094 Penalty: 621.609558
	Iteration 0F: 3 clusters Score -32254.37 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -32510.218750 Penalty: 621.609558
	Iteration 1F: 3 clusters Score -32510.22 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -32579.859375 Penalty: 621.609558
	Iteration 2F: 3 clusters Score -32579.86 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -32617.794922 Penalty: 621.609558
	Iteration 3F: 3 clusters Score -32617.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -32640.615234 Penalty: 621.609558
	Iteration 4Q: 3 clusters Score -32640.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -32666.332031 Penalty: 621.609558
	Iteration 5Q: 3 clusters Score -32666.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -32686.158203 Penalty: 621.609558
	Iteration 6Q: 3 clusters Score -32686.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -32698.335938 Penalty: 621.609558
	Iteration 7Q: 3 clusters Score -32698.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -32703.662109 Penalty: 621.609558
	Iteration 8Q: 3 clusters Score -32703.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -32706.515625 Penalty: 621.609558
	Iteration 9Q: 3 clusters Score -32706.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -32708.765625 Penalty: 621.609558
	Iteration 10Q: 3 clusters Score -32708.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -32710.443359 Penalty: 621.609558
	Iteration 11Q: 3 clusters Score -32710.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -32711.511719 Penalty: 621.609558
	Iteration 12Q: 3 clusters Score -32711.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -32712.906250 Penalty: 621.609558
	Iteration 13Q: 3 clusters Score -32712.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -32714.533203 Penalty: 621.609558
	Iteration 14Q: 3 clusters Score -32714.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -32717.896484 Penalty: 621.609558
	Iteration 15Q: 3 clusters Score -32717.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -32720.201172 Penalty: 621.609558
	Iteration 16Q: 3 clusters Score -32720.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -32721.234375 Penalty: 621.609558
	Iteration 17Q: 3 clusters Score -32721.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -32721.314453 Penalty: 621.609558
	Iteration 18Q: 3 clusters Score -32721.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -32721.439453 Penalty: 621.609558
	Iteration 19Q: 3 clusters Score -32721.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -32721.630859 Penalty: 621.609558
	Iteration 20F: 3 clusters Score -32721.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Entering Unmasked Estep 
Score: -72902.867188 Penalty: 345.475586
	Iteration 0F: 2 clusters Score -72902.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -71442.882812 Penalty: 690.951172
	Iteration 0F: 3 clusters Score -71442.88 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -71946.351562 Penalty: 690.951172
	Iteration 1F: 3 clusters Score -71946.35 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -72026.976562 Penalty: 690.951172
	Iteration 2F: 3 clusters Score -72026.98 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -72106.953125 Penalty: 690.951172
	Iteration 3F: 3 clusters Score -72106.95 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -72161.062500 Penalty: 690.951172
	Iteration 4Q: 3 clusters Score -72161.06 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -72217.882812 Penalty: 690.951172
	Iteration 5Q: 3 clusters Score -72217.88 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -72270.578125 Penalty: 690.951172
	Iteration 6Q: 3 clusters Score -72270.58 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -72300.070312 Penalty: 690.951172
	Iteration 7Q: 3 clusters Score -72300.07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -72325.054688 Penalty: 690.951172
	Iteration 8Q: 3 clusters Score -72325.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -72346.585938 Penalty: 690.951172
	Iteration 9Q: 3 clusters Score -72346.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -72370.453125 Penalty: 690.951172
	Iteration 10Q: 3 clusters Score -72370.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -72386.632812 Penalty: 690.951172
	Iteration 11Q: 3 clusters Score -72386.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -72399.554688 Penalty: 690.951172
	Iteration 12Q: 3 clusters Score -72399.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -72418.445312 Penalty: 690.951172
	Iteration 13Q: 3 clusters Score -72418.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -72434.656250 Penalty: 690.951172
	Iteration 14Q: 3 clusters Score -72434.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -72456.812500 Penalty: 690.951172
	Iteration 15Q: 3 clusters Score -72456.81 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -72477.796875 Penalty: 690.951172
	Iteration 16Q: 3 clusters Score -72477.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -72492.398438 Penalty: 690.951172
	Iteration 17Q: 3 clusters Score -72492.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -72504.804688 Penalty: 690.951172
	Iteration 18Q: 3 clusters Score -72504.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -72518.109375 Penalty: 690.951172
	Iteration 19Q: 3 clusters Score -72518.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -72534.726562 Penalty: 690.951172
	Iteration 20F: 3 clusters Score -72534.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -72542.796875 Penalty: 690.951172
	Iteration 21Q: 3 clusters Score -72542.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -72548.843750 Penalty: 690.951172
	Iteration 22Q: 3 clusters Score -72548.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -72554.984375 Penalty: 690.951172
	Iteration 23Q: 3 clusters Score -72554.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -72557.875000 Penalty: 690.951172
	Iteration 24Q: 3 clusters Score -72557.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -72559.250000 Penalty: 690.951172
	Iteration 25Q: 3 clusters Score -72559.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -72562.125000 Penalty: 690.951172
	Iteration 26Q: 3 clusters Score -72562.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -72565.203125 Penalty: 690.951172
	Iteration 27Q: 3 clusters Score -72565.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -72566.226562 Penalty: 690.951172
	Iteration 28Q: 3 clusters Score -72566.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -72566.882812 Penalty: 690.951172
	Iteration 29Q: 3 clusters Score -72566.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -72567.585938 Penalty: 690.951172
	Iteration 30Q: 3 clusters Score -72567.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -72567.625000 Penalty: 690.951172
	Iteration 31Q: 3 clusters Score -72567.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -72567.625000 Penalty: 690.951172
	Iteration 32F: 3 clusters Score -72567.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -31659.191406 Penalty: 310.804779
	Iteration 0F: 2 clusters Score -31659.19 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 471 members 
Entering Unmasked Estep 
Score: -30895.810547 Penalty: 621.609558
	Iteration 0F: 3 clusters Score -30895.81 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -31090.027344 Penalty: 621.609558
	Iteration 1F: 3 clusters Score -31090.03 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -31150.962891 Penalty: 621.609558
	Iteration 2F: 3 clusters Score -31150.96 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -31218.371094 Penalty: 621.609558
	Iteration 3F: 3 clusters Score -31218.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -31251.189453 Penalty: 621.609558
	Iteration 4Q: 3 clusters Score -31251.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -31272.244141 Penalty: 621.609558
	Iteration 5Q: 3 clusters Score -31272.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -31284.458984 Penalty: 621.609558
	Iteration 6Q: 3 clusters Score -31284.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -31289.791016 Penalty: 621.609558
	Iteration 7Q: 3 clusters Score -31289.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -31292.236328 Penalty: 621.609558
	Iteration 8Q: 3 clusters Score -31292.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -31294.451172 Penalty: 621.609558
	Iteration 9Q: 3 clusters Score -31294.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -31295.902344 Penalty: 621.609558
	Iteration 10Q: 3 clusters Score -31295.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -31297.404297 Penalty: 621.609558
	Iteration 11Q: 3 clusters Score -31297.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -31299.496094 Penalty: 621.609558
	Iteration 12Q: 3 clusters Score -31299.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -31301.966797 Penalty: 621.609558
	Iteration 13Q: 3 clusters Score -31301.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -31303.751953 Penalty: 621.609558
	Iteration 14Q: 3 clusters Score -31303.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -31307.832031 Penalty: 621.609558
	Iteration 15Q: 3 clusters Score -31307.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -31316.060547 Penalty: 621.609558
	Iteration 16Q: 3 clusters Score -31316.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -31326.033203 Penalty: 621.609558
	Iteration 17Q: 3 clusters Score -31326.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -31339.812500 Penalty: 621.609558
	Iteration 18Q: 3 clusters Score -31339.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -31350.927734 Penalty: 621.609558
	Iteration 19Q: 3 clusters Score -31350.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -31364.582031 Penalty: 621.609558
	Iteration 20F: 3 clusters Score -31364.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -31388.031250 Penalty: 621.609558
	Iteration 21Q: 3 clusters Score -31388.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -31421.679688 Penalty: 621.609558
	Iteration 22Q: 3 clusters Score -31421.68 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -31481.193359 Penalty: 621.609558
	Iteration 23F: 3 clusters Score -31481.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -31529.019531 Penalty: 621.609558
	Iteration 24Q: 3 clusters Score -31529.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -31567.078125 Penalty: 621.609558
	Iteration 25Q: 3 clusters Score -31567.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -31579.105469 Penalty: 621.609558
	Iteration 26Q: 3 clusters Score -31579.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -31581.416016 Penalty: 621.609558
	Iteration 27Q: 3 clusters Score -31581.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -31584.617188 Penalty: 621.609558
	Iteration 28Q: 3 clusters Score -31584.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -31585.263672 Penalty: 621.609558
	Iteration 29Q: 3 clusters Score -31585.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -31585.640625 Penalty: 621.609558
	Iteration 30Q: 3 clusters Score -31585.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -31585.640625 Penalty: 621.609558
	Iteration 31F: 3 clusters Score -31585.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Entering Unmasked Estep 
Score: -52088.121094 Penalty: 327.038422
	Iteration 0F: 2 clusters Score -52088.12 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 655 members 
Entering Unmasked Estep 
Score: -51081.742188 Penalty: 654.076843
	Iteration 0F: 3 clusters Score -51081.74 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -51382.078125 Penalty: 654.076843
	Iteration 1F: 3 clusters Score -51382.08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -51488.199219 Penalty: 654.076843
	Iteration 2F: 3 clusters Score -51488.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -51588.289062 Penalty: 654.076843
	Iteration 3F: 3 clusters Score -51588.29 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -51719.269531 Penalty: 654.076843
	Iteration 4F: 3 clusters Score -51719.27 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -51818.000000 Penalty: 654.076843
	Iteration 5F: 3 clusters Score -51818 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -51884.574219 Penalty: 654.076843
	Iteration 6Q: 3 clusters Score -51884.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51915.042969 Penalty: 654.076843
	Iteration 7Q: 3 clusters Score -51915.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51930.476562 Penalty: 654.076843
	Iteration 8Q: 3 clusters Score -51930.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51940.000000 Penalty: 654.076843
	Iteration 9Q: 3 clusters Score -51940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51943.335938 Penalty: 654.076843
	Iteration 10Q: 3 clusters Score -51943.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51945.628906 Penalty: 654.076843
	Iteration 11Q: 3 clusters Score -51945.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51945.953125 Penalty: 654.076843
	Iteration 12Q: 3 clusters Score -51945.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51946.343750 Penalty: 654.076843
	Iteration 13Q: 3 clusters Score -51946.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51946.343750 Penalty: 654.076843
	Iteration 14F: 3 clusters Score -51946.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Entering Unmasked Estep 
Score: -144784.343750 Penalty: 373.300110
	Iteration 0F: 2 clusters Score -144784.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -142268.906250 Penalty: 746.600220
	Iteration 0F: 3 clusters Score -142268.9 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -143232.125000 Penalty: 746.600220
	Iteration 1F: 3 clusters Score -143232.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -143415.140625 Penalty: 746.600220
	Iteration 2F: 3 clusters Score -143415.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -143661.718750 Penalty: 746.600220
	Iteration 3F: 3 clusters Score -143661.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -143910.156250 Penalty: 746.600220
	Iteration 4F: 3 clusters Score -143910.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -144126.562500 Penalty: 746.600220
	Iteration 5F: 3 clusters Score -144126.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -144289.953125 Penalty: 746.600220
	Iteration 6F: 3 clusters Score -144290 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -144408.328125 Penalty: 746.600220
	Iteration 7Q: 3 clusters Score -144408.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -144473.718750 Penalty: 746.600220
	Iteration 8Q: 3 clusters Score -144473.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -144503.921875 Penalty: 746.600220
	Iteration 9Q: 3 clusters Score -144503.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -144521.843750 Penalty: 746.600220
	Iteration 10Q: 3 clusters Score -144521.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -144533.500000 Penalty: 746.600220
	Iteration 11Q: 3 clusters Score -144533.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -144545.859375 Penalty: 746.600220
	Iteration 12Q: 3 clusters Score -144545.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -144555.734375 Penalty: 746.600220
	Iteration 13Q: 3 clusters Score -144555.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -144562.093750 Penalty: 746.600220
	Iteration 14Q: 3 clusters Score -144562.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -144567.515625 Penalty: 746.600220
	Iteration 15Q: 3 clusters Score -144567.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -144572.812500 Penalty: 746.600220
	Iteration 16Q: 3 clusters Score -144572.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -144574.937500 Penalty: 746.600220
	Iteration 17Q: 3 clusters Score -144574.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -144576.140625 Penalty: 746.600220
	Iteration 18Q: 3 clusters Score -144576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -144576.406250 Penalty: 746.600220
	Iteration 19Q: 3 clusters Score -144576.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -144577.312500 Penalty: 746.600220
	Iteration 20F: 3 clusters Score -144577.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -144577.968750 Penalty: 746.600220
	Iteration 21Q: 3 clusters Score -144578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -144578.453125 Penalty: 746.600220
	Iteration 22Q: 3 clusters Score -144578.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -144579.062500 Penalty: 746.600220
	Iteration 23Q: 3 clusters Score -144579.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -144579.062500 Penalty: 746.600220
	Iteration 24F: 3 clusters Score -144579.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Entering Unmasked Estep 
Score: -92456.140625 Penalty: 353.236816
	Iteration 0F: 2 clusters Score -92456.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -90811.164062 Penalty: 706.473633
	Iteration 0F: 3 clusters Score -90811.16 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -91364.835938 Penalty: 706.473633
	Iteration 1F: 3 clusters Score -91364.84 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -91473.132812 Penalty: 706.473633
	Iteration 2F: 3 clusters Score -91473.13 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -91574.023438 Penalty: 706.473633
	Iteration 3F: 3 clusters Score -91574.02 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -91654.476562 Penalty: 706.473633
	Iteration 4F: 3 clusters Score -91654.48 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -91730.945312 Penalty: 706.473633
	Iteration 5F: 3 clusters Score -91730.95 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -91795.304688 Penalty: 706.473633
	Iteration 6Q: 3 clusters Score -91795.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -91868.968750 Penalty: 706.473633
	Iteration 7Q: 3 clusters Score -91868.97 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -91936.710938 Penalty: 706.473633
	Iteration 8Q: 3 clusters Score -91936.71 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -91981.789062 Penalty: 706.473633
	Iteration 9Q: 3 clusters Score -91981.79 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -92025.710938 Penalty: 706.473633
	Iteration 10Q: 3 clusters Score -92025.71 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -92098.804688 Penalty: 706.473633
	Iteration 11Q: 3 clusters Score -92098.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -92175.835938 Penalty: 706.473633
	Iteration 12Q: 3 clusters Score -92175.84 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -92250.375000 Penalty: 706.473633
	Iteration 13Q: 3 clusters Score -92250.38 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -92332.117188 Penalty: 706.473633
	Iteration 14Q: 3 clusters Score -92332.12 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -92404.515625 Penalty: 706.473633
	Iteration 15Q: 3 clusters Score -92404.52 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -92445.687500 Penalty: 706.473633
	Iteration 16Q: 3 clusters Score -92445.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -92474.554688 Penalty: 706.473633
	Iteration 17Q: 3 clusters Score -92474.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -92496.437500 Penalty: 706.473633
	Iteration 18Q: 3 clusters Score -92496.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -92514.656250 Penalty: 706.473633
	Iteration 19Q: 3 clusters Score -92514.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -92533.945312 Penalty: 706.473633
	Iteration 20F: 3 clusters Score -92533.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -92545.304688 Penalty: 706.473633
	Iteration 21Q: 3 clusters Score -92545.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -92552.437500 Penalty: 706.473633
	Iteration 22Q: 3 clusters Score -92552.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -92561.375000 Penalty: 706.473633
	Iteration 23Q: 3 clusters Score -92561.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -92569.210938 Penalty: 706.473633
	Iteration 24Q: 3 clusters Score -92569.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -92582.671875 Penalty: 706.473633
	Iteration 25Q: 3 clusters Score -92582.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -92593.250000 Penalty: 706.473633
	Iteration 26Q: 3 clusters Score -92593.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -92599.093750 Penalty: 706.473633
	Iteration 27Q: 3 clusters Score -92599.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -92603.484375 Penalty: 706.473633
	Iteration 28Q: 3 clusters Score -92603.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -92611.156250 Penalty: 706.473633
	Iteration 29Q: 3 clusters Score -92611.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -92618.476562 Penalty: 706.473633
	Iteration 30Q: 3 clusters Score -92618.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -92623.953125 Penalty: 706.473633
	Iteration 31Q: 3 clusters Score -92623.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -92626.281250 Penalty: 706.473633
	Iteration 32Q: 3 clusters Score -92626.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -92628.820312 Penalty: 706.473633
	Iteration 33Q: 3 clusters Score -92628.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -92631.156250 Penalty: 706.473633
	Iteration 34Q: 3 clusters Score -92631.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -92631.937500 Penalty: 706.473633
	Iteration 35Q: 3 clusters Score -92631.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -92631.937500 Penalty: 706.473633
	Iteration 36F: 3 clusters Score -92631.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158590 members 
Mstep: Class 5 contains 13132 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 1970 members 
Mstep: Class 10 contains 5849 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26542 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7334 members 
Mstep: Class 15 contains 300371 members 
Mstep: Class 16 contains 60407 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 18069 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37312 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1034 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Mstep: Class 42 contains 1517 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 701 members 
Entering Unmasked Estep 
Score: -28350874.000000 Penalty: 27028.597656
Splitting cluster 28 changes total score from -28350670.000000 to -28350874.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 29 (7173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Entering Unmasked Estep 
Score: -279615.000000 Penalty: 403.952606
	Iteration 0F: 2 clusters Score -279615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -274927.062500 Penalty: 807.905212
	Iteration 0F: 3 clusters Score -274927.1 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -276893.250000 Penalty: 807.905212
	Iteration 1F: 3 clusters Score -276893.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -277230.406250 Penalty: 807.905212
	Iteration 2F: 3 clusters Score -277230.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -277637.031250 Penalty: 807.905212
	Iteration 3F: 3 clusters Score -277637 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -278057.812500 Penalty: 807.905212
	Iteration 4F: 3 clusters Score -278057.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -278389.625000 Penalty: 807.905212
	Iteration 5F: 3 clusters Score -278389.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -278589.406250 Penalty: 807.905212
	Iteration 6Q: 3 clusters Score -278589.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -278740.281250 Penalty: 807.905212
	Iteration 7Q: 3 clusters Score -278740.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -278854.781250 Penalty: 807.905212
	Iteration 8Q: 3 clusters Score -278854.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -278941.031250 Penalty: 807.905212
	Iteration 9Q: 3 clusters Score -278941 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -278996.343750 Penalty: 807.905212
	Iteration 10Q: 3 clusters Score -278996.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -279037.781250 Penalty: 807.905212
	Iteration 11Q: 3 clusters Score -279037.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -279065.406250 Penalty: 807.905212
	Iteration 12Q: 3 clusters Score -279065.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -279093.718750 Penalty: 807.905212
	Iteration 13Q: 3 clusters Score -279093.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -279117.156250 Penalty: 807.905212
	Iteration 14Q: 3 clusters Score -279117.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -279145.875000 Penalty: 807.905212
	Iteration 15Q: 3 clusters Score -279145.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -279168.343750 Penalty: 807.905212
	Iteration 16Q: 3 clusters Score -279168.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -279186.718750 Penalty: 807.905212
	Iteration 17Q: 3 clusters Score -279186.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -279207.812500 Penalty: 807.905212
	Iteration 18Q: 3 clusters Score -279207.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -279224.218750 Penalty: 807.905212
	Iteration 19Q: 3 clusters Score -279224.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -279238.468750 Penalty: 807.905212
	Iteration 20F: 3 clusters Score -279238.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -279245.593750 Penalty: 807.905212
	Iteration 21Q: 3 clusters Score -279245.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -279251.093750 Penalty: 807.905212
	Iteration 22Q: 3 clusters Score -279251.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -279255.468750 Penalty: 807.905212
	Iteration 23Q: 3 clusters Score -279255.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -279260.906250 Penalty: 807.905212
	Iteration 24Q: 3 clusters Score -279260.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -279265.656250 Penalty: 807.905212
	Iteration 25Q: 3 clusters Score -279265.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -279267.156250 Penalty: 807.905212
	Iteration 26Q: 3 clusters Score -279267.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -279270.625000 Penalty: 807.905212
	Iteration 27Q: 3 clusters Score -279270.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -279274.687500 Penalty: 807.905212
	Iteration 28Q: 3 clusters Score -279274.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -279279.625000 Penalty: 807.905212
	Iteration 29Q: 3 clusters Score -279279.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -279283.000000 Penalty: 807.905212
	Iteration 30Q: 3 clusters Score -279283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -279285.468750 Penalty: 807.905212
	Iteration 31Q: 3 clusters Score -279285.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -279286.812500 Penalty: 807.905212
	Iteration 32Q: 3 clusters Score -279286.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -279288.906250 Penalty: 807.905212
	Iteration 33Q: 3 clusters Score -279288.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -279292.281250 Penalty: 807.905212
	Iteration 34Q: 3 clusters Score -279292.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -279292.937500 Penalty: 807.905212
	Iteration 35Q: 3 clusters Score -279292.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -279294.500000 Penalty: 807.905212
	Iteration 36Q: 3 clusters Score -279294.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -279296.437500 Penalty: 807.905212
	Iteration 37Q: 3 clusters Score -279296.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -279300.000000 Penalty: 807.905212
	Iteration 38Q: 3 clusters Score -279300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -279302.625000 Penalty: 807.905212
	Iteration 39Q: 3 clusters Score -279302.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -279306.687500 Penalty: 807.905212
	Iteration 40F: 3 clusters Score -279306.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -279312.000000 Penalty: 807.905212
	Iteration 41Q: 3 clusters Score -279312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -279318.031250 Penalty: 807.905212
	Iteration 42Q: 3 clusters Score -279318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -279323.500000 Penalty: 807.905212
	Iteration 43Q: 3 clusters Score -279323.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -279328.437500 Penalty: 807.905212
	Iteration 44Q: 3 clusters Score -279328.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -279335.187500 Penalty: 807.905212
	Iteration 45Q: 3 clusters Score -279335.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -279343.250000 Penalty: 807.905212
	Iteration 46Q: 3 clusters Score -279343.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -279353.281250 Penalty: 807.905212
	Iteration 47Q: 3 clusters Score -279353.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -279364.187500 Penalty: 807.905212
	Iteration 48Q: 3 clusters Score -279364.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -279378.281250 Penalty: 807.905212
	Iteration 49Q: 3 clusters Score -279378.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -279400.968750 Penalty: 807.905212
	Iteration 50Q: 3 clusters Score -279401 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -279454.031250 Penalty: 807.905212
	Iteration 51Q: 3 clusters Score -279454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -279509.031250 Penalty: 807.905212
	Iteration 52Q: 3 clusters Score -279509 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -279542.656250 Penalty: 807.905212
	Iteration 53Q: 3 clusters Score -279542.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -279559.843750 Penalty: 807.905212
	Iteration 54Q: 3 clusters Score -279559.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -279569.750000 Penalty: 807.905212
	Iteration 55Q: 3 clusters Score -279569.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -279577.812500 Penalty: 807.905212
	Iteration 56Q: 3 clusters Score -279577.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -279580.312500 Penalty: 807.905212
	Iteration 57Q: 3 clusters Score -279580.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -279583.187500 Penalty: 807.905212
	Iteration 58Q: 3 clusters Score -279583.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -279585.343750 Penalty: 807.905212
	Iteration 59Q: 3 clusters Score -279585.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -279585.781250 Penalty: 807.905212
	Iteration 60F: 3 clusters Score -279585.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -279586.375000 Penalty: 807.905212
	Iteration 61Q: 3 clusters Score -279586.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -279587.125000 Penalty: 807.905212
	Iteration 62Q: 3 clusters Score -279587.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -279588.062500 Penalty: 807.905212
	Iteration 63Q: 3 clusters Score -279588.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -279589.031250 Penalty: 807.905212
	Iteration 64Q: 3 clusters Score -279589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -279589.500000 Penalty: 807.905212
	Iteration 65Q: 3 clusters Score -279589.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -279589.312500 Penalty: 807.905212
	Iteration 66Q: 3 clusters Score -279589.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -279590.218750 Penalty: 807.905212
	Iteration 67Q: 3 clusters Score -279590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -279589.281250 Penalty: 807.905212
	Iteration 68Q: 3 clusters Score -279589.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -279589.406250 Penalty: 807.905212
	Iteration 69Q: 3 clusters Score -279589.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -279589.468750 Penalty: 807.905212
	Iteration 70Q: 3 clusters Score -279589.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -279589.468750 Penalty: 807.905212
	Iteration 71F: 3 clusters Score -279589.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (37312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Entering Unmasked Estep 
Score: -1608843.625000 Penalty: 478.981689
	Iteration 0F: 2 clusters Score -1608844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -1583897.250000 Penalty: 957.963379
	Iteration 0F: 3 clusters Score -1583897 nChanged 17895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1594831.375000 Penalty: 957.963379
	Iteration 1F: 3 clusters Score -1594831 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1595779.250000 Penalty: 957.963379
	Iteration 2F: 3 clusters Score -1595779 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1597331.125000 Penalty: 957.963379
	Iteration 3F: 3 clusters Score -1597331 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1599573.125000 Penalty: 957.963379
	Iteration 4F: 3 clusters Score -1599573 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1601951.750000 Penalty: 957.963379
	Iteration 5F: 3 clusters Score -1601952 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1603732.375000 Penalty: 957.963379
	Iteration 6F: 3 clusters Score -1603732 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1604655.875000 Penalty: 957.963379
	Iteration 7Q: 3 clusters Score -1604656 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1605246.000000 Penalty: 957.963379
	Iteration 8Q: 3 clusters Score -1605246 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1605749.625000 Penalty: 957.963379
	Iteration 9Q: 3 clusters Score -1605750 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1606197.125000 Penalty: 957.963379
	Iteration 10Q: 3 clusters Score -1606197 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1606653.375000 Penalty: 957.963379
	Iteration 11Q: 3 clusters Score -1606653 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1607115.625000 Penalty: 957.963379
	Iteration 12Q: 3 clusters Score -1607116 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1607505.750000 Penalty: 957.963379
	Iteration 13Q: 3 clusters Score -1607506 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1607802.875000 Penalty: 957.963379
	Iteration 14Q: 3 clusters Score -1607803 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1608021.000000 Penalty: 957.963379
	Iteration 15Q: 3 clusters Score -1608021 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1608148.750000 Penalty: 957.963379
	Iteration 16Q: 3 clusters Score -1608149 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1608223.875000 Penalty: 957.963379
	Iteration 17Q: 3 clusters Score -1608224 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1608269.250000 Penalty: 957.963379
	Iteration 18Q: 3 clusters Score -1608269 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1608312.000000 Penalty: 957.963379
	Iteration 19Q: 3 clusters Score -1608312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1608337.125000 Penalty: 957.963379
	Iteration 20F: 3 clusters Score -1608337 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1608357.875000 Penalty: 957.963379
	Iteration 21Q: 3 clusters Score -1608358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1608372.000000 Penalty: 957.963379
	Iteration 22Q: 3 clusters Score -1608372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1608391.250000 Penalty: 957.963379
	Iteration 23Q: 3 clusters Score -1608391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1608403.875000 Penalty: 957.963379
	Iteration 24Q: 3 clusters Score -1608404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1608416.375000 Penalty: 957.963379
	Iteration 25Q: 3 clusters Score -1608416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1608427.875000 Penalty: 957.963379
	Iteration 26Q: 3 clusters Score -1608428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1608439.375000 Penalty: 957.963379
	Iteration 27Q: 3 clusters Score -1608439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1608451.250000 Penalty: 957.963379
	Iteration 28Q: 3 clusters Score -1608451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1608457.875000 Penalty: 957.963379
	Iteration 29Q: 3 clusters Score -1608458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1608459.250000 Penalty: 957.963379
	Iteration 30Q: 3 clusters Score -1608459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1608463.000000 Penalty: 957.963379
	Iteration 31Q: 3 clusters Score -1608463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1608464.250000 Penalty: 957.963379
	Iteration 32Q: 3 clusters Score -1608464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1608465.125000 Penalty: 957.963379
	Iteration 33Q: 3 clusters Score -1608465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1608465.875000 Penalty: 957.963379
	Iteration 34Q: 3 clusters Score -1608466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1608465.875000 Penalty: 957.963379
	Iteration 35Q: 3 clusters Score -1608466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1608466.125000 Penalty: 957.963379
	Iteration 36Q: 3 clusters Score -1608466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1608467.250000 Penalty: 957.963379
	Iteration 37Q: 3 clusters Score -1608467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1608467.250000 Penalty: 957.963379
	Iteration 38F: 3 clusters Score -1608467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Entering Unmasked Estep 
Score: -135812.687500 Penalty: 371.420410
	Iteration 0F: 2 clusters Score -135812.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -133450.750000 Penalty: 742.840820
	Iteration 0F: 3 clusters Score -133450.8 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -134442.187500 Penalty: 742.840820
	Iteration 1F: 3 clusters Score -134442.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -134665.921875 Penalty: 742.840820
	Iteration 2F: 3 clusters Score -134665.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -134891.343750 Penalty: 742.840820
	Iteration 3F: 3 clusters Score -134891.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -135120.531250 Penalty: 742.840820
	Iteration 4F: 3 clusters Score -135120.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -135279.171875 Penalty: 742.840820
	Iteration 5F: 3 clusters Score -135279.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -135382.468750 Penalty: 742.840820
	Iteration 6Q: 3 clusters Score -135382.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -135461.781250 Penalty: 742.840820
	Iteration 7Q: 3 clusters Score -135461.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -135508.937500 Penalty: 742.840820
	Iteration 8Q: 3 clusters Score -135508.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -135527.734375 Penalty: 742.840820
	Iteration 9Q: 3 clusters Score -135527.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -135547.953125 Penalty: 742.840820
	Iteration 10Q: 3 clusters Score -135548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -135566.546875 Penalty: 742.840820
	Iteration 11Q: 3 clusters Score -135566.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -135578.515625 Penalty: 742.840820
	Iteration 12Q: 3 clusters Score -135578.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -135583.593750 Penalty: 742.840820
	Iteration 13Q: 3 clusters Score -135583.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -135586.421875 Penalty: 742.840820
	Iteration 14Q: 3 clusters Score -135586.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -135588.390625 Penalty: 742.840820
	Iteration 15Q: 3 clusters Score -135588.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -135590.140625 Penalty: 742.840820
	Iteration 16Q: 3 clusters Score -135590.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -135591.531250 Penalty: 742.840820
	Iteration 17Q: 3 clusters Score -135591.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -135591.953125 Penalty: 742.840820
	Iteration 18Q: 3 clusters Score -135592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -135592.453125 Penalty: 742.840820
	Iteration 19Q: 3 clusters Score -135592.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -135593.062500 Penalty: 742.840820
	Iteration 20F: 3 clusters Score -135593.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -135593.609375 Penalty: 742.840820
	Iteration 21Q: 3 clusters Score -135593.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -135594.171875 Penalty: 742.840820
	Iteration 22Q: 3 clusters Score -135594.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -135594.968750 Penalty: 742.840820
	Iteration 23Q: 3 clusters Score -135595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -135595.343750 Penalty: 742.840820
	Iteration 24Q: 3 clusters Score -135595.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -135595.500000 Penalty: 742.840820
	Iteration 25Q: 3 clusters Score -135595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -135596.125000 Penalty: 742.840820
	Iteration 26Q: 3 clusters Score -135596.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -135596.843750 Penalty: 742.840820
	Iteration 27Q: 3 clusters Score -135596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -135597.062500 Penalty: 742.840820
	Iteration 28Q: 3 clusters Score -135597.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -135597.359375 Penalty: 742.840820
	Iteration 29Q: 3 clusters Score -135597.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -135597.390625 Penalty: 742.840820
	Iteration 30Q: 3 clusters Score -135597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -135597.671875 Penalty: 742.840820
	Iteration 31Q: 3 clusters Score -135597.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -135597.671875 Penalty: 742.840820
	Iteration 32F: 3 clusters Score -135597.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Entering Unmasked Estep 
Score: -50751.464844 Penalty: 331.677277
	Iteration 0F: 2 clusters Score -50751.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -49660.253906 Penalty: 663.354553
	Iteration 0F: 3 clusters Score -49660.25 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -50020.539062 Penalty: 663.354553
	Iteration 1F: 3 clusters Score -50020.54 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -50096.507812 Penalty: 663.354553
	Iteration 2F: 3 clusters Score -50096.51 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -50152.031250 Penalty: 663.354553
	Iteration 3F: 3 clusters Score -50152.03 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -50179.500000 Penalty: 663.354553
	Iteration 4Q: 3 clusters Score -50179.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -50201.921875 Penalty: 663.354553
	Iteration 5Q: 3 clusters Score -50201.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -50226.304688 Penalty: 663.354553
	Iteration 6Q: 3 clusters Score -50226.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -50253.886719 Penalty: 663.354553
	Iteration 7Q: 3 clusters Score -50253.89 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -50278.496094 Penalty: 663.354553
	Iteration 8Q: 3 clusters Score -50278.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -50300.125000 Penalty: 663.354553
	Iteration 9Q: 3 clusters Score -50300.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -50323.476562 Penalty: 663.354553
	Iteration 10Q: 3 clusters Score -50323.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -50357.468750 Penalty: 663.354553
	Iteration 11Q: 3 clusters Score -50357.47 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -50390.832031 Penalty: 663.354553
	Iteration 12Q: 3 clusters Score -50390.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -50422.628906 Penalty: 663.354553
	Iteration 13Q: 3 clusters Score -50422.63 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -50458.664062 Penalty: 663.354553
	Iteration 14Q: 3 clusters Score -50458.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -50479.902344 Penalty: 663.354553
	Iteration 15Q: 3 clusters Score -50479.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -50498.761719 Penalty: 663.354553
	Iteration 16Q: 3 clusters Score -50498.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -50510.621094 Penalty: 663.354553
	Iteration 17Q: 3 clusters Score -50510.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -50526.031250 Penalty: 663.354553
	Iteration 18Q: 3 clusters Score -50526.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -50540.531250 Penalty: 663.354553
	Iteration 19Q: 3 clusters Score -50540.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -50549.453125 Penalty: 663.354553
	Iteration 20F: 3 clusters Score -50549.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -50556.984375 Penalty: 663.354553
	Iteration 21Q: 3 clusters Score -50556.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -50567.332031 Penalty: 663.354553
	Iteration 22Q: 3 clusters Score -50567.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -50585.722656 Penalty: 663.354553
	Iteration 23Q: 3 clusters Score -50585.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -50605.433594 Penalty: 663.354553
	Iteration 24Q: 3 clusters Score -50605.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -50618.660156 Penalty: 663.354553
	Iteration 25Q: 3 clusters Score -50618.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -50629.816406 Penalty: 663.354553
	Iteration 26Q: 3 clusters Score -50629.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -50647.750000 Penalty: 663.354553
	Iteration 27Q: 3 clusters Score -50647.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -50663.378906 Penalty: 663.354553
	Iteration 28Q: 3 clusters Score -50663.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -50674.601562 Penalty: 663.354553
	Iteration 29Q: 3 clusters Score -50674.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -50683.417969 Penalty: 663.354553
	Iteration 30Q: 3 clusters Score -50683.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -50685.914062 Penalty: 663.354553
	Iteration 31Q: 3 clusters Score -50685.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -50688.546875 Penalty: 663.354553
	Iteration 32Q: 3 clusters Score -50688.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -50694.152344 Penalty: 663.354553
	Iteration 33Q: 3 clusters Score -50694.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -50698.886719 Penalty: 663.354553
	Iteration 34Q: 3 clusters Score -50698.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -50703.832031 Penalty: 663.354553
	Iteration 35Q: 3 clusters Score -50703.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -50713.839844 Penalty: 663.354553
	Iteration 36Q: 3 clusters Score -50713.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -50728.574219 Penalty: 663.354553
	Iteration 37Q: 3 clusters Score -50728.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -50733.707031 Penalty: 663.354553
	Iteration 38Q: 3 clusters Score -50733.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -50735.839844 Penalty: 663.354553
	Iteration 39Q: 3 clusters Score -50735.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -50736.609375 Penalty: 663.354553
	Iteration 40F: 3 clusters Score -50736.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -50737.429688 Penalty: 663.354553
	Iteration 41Q: 3 clusters Score -50737.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -50738.070312 Penalty: 663.354553
	Iteration 42Q: 3 clusters Score -50738.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -50739.421875 Penalty: 663.354553
	Iteration 43Q: 3 clusters Score -50739.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -50740.335938 Penalty: 663.354553
	Iteration 44Q: 3 clusters Score -50740.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -50741.121094 Penalty: 663.354553
	Iteration 45Q: 3 clusters Score -50741.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -50742.250000 Penalty: 663.354553
	Iteration 46Q: 3 clusters Score -50742.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -50742.480469 Penalty: 663.354553
	Iteration 47Q: 3 clusters Score -50742.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -50742.691406 Penalty: 663.354553
	Iteration 48Q: 3 clusters Score -50742.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -50743.304688 Penalty: 663.354553
	Iteration 49Q: 3 clusters Score -50743.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -50743.800781 Penalty: 663.354553
	Iteration 50Q: 3 clusters Score -50743.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -50743.906250 Penalty: 663.354553
	Iteration 51Q: 3 clusters Score -50743.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -50743.929688 Penalty: 663.354553
	Iteration 52Q: 3 clusters Score -50743.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -50744.292969 Penalty: 663.354553
	Iteration 53Q: 3 clusters Score -50744.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -50744.292969 Penalty: 663.354553
	Iteration 54F: 3 clusters Score -50744.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Entering Unmasked Estep 
Score: -35252.890625 Penalty: 315.559357
	Iteration 0F: 2 clusters Score -35252.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -34439.562500 Penalty: 631.118713
	Iteration 0F: 3 clusters Score -34439.56 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -34720.652344 Penalty: 631.118713
	Iteration 1F: 3 clusters Score -34720.65 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -34785.582031 Penalty: 631.118713
	Iteration 2F: 3 clusters Score -34785.58 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -34836.238281 Penalty: 631.118713
	Iteration 3F: 3 clusters Score -34836.24 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -34887.476562 Penalty: 631.118713
	Iteration 4F: 3 clusters Score -34887.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -34943.894531 Penalty: 631.118713
	Iteration 5Q: 3 clusters Score -34943.89 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -35008.480469 Penalty: 631.118713
	Iteration 6F: 3 clusters Score -35008.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -35045.558594 Penalty: 631.118713
	Iteration 7Q: 3 clusters Score -35045.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -35073.351562 Penalty: 631.118713
	Iteration 8Q: 3 clusters Score -35073.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -35104.210938 Penalty: 631.118713
	Iteration 9Q: 3 clusters Score -35104.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -35140.542969 Penalty: 631.118713
	Iteration 10Q: 3 clusters Score -35140.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -35162.898438 Penalty: 631.118713
	Iteration 11Q: 3 clusters Score -35162.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -35168.500000 Penalty: 631.118713
	Iteration 12Q: 3 clusters Score -35168.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -35176.941406 Penalty: 631.118713
	Iteration 13Q: 3 clusters Score -35176.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -35184.800781 Penalty: 631.118713
	Iteration 14Q: 3 clusters Score -35184.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -35188.710938 Penalty: 631.118713
	Iteration 15Q: 3 clusters Score -35188.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -35191.238281 Penalty: 631.118713
	Iteration 16Q: 3 clusters Score -35191.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -35192.925781 Penalty: 631.118713
	Iteration 17Q: 3 clusters Score -35192.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -35194.542969 Penalty: 631.118713
	Iteration 18Q: 3 clusters Score -35194.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -35196.367188 Penalty: 631.118713
	Iteration 19Q: 3 clusters Score -35196.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -35199.296875 Penalty: 631.118713
	Iteration 20F: 3 clusters Score -35199.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -35202.148438 Penalty: 631.118713
	Iteration 21Q: 3 clusters Score -35202.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -35205.539062 Penalty: 631.118713
	Iteration 22Q: 3 clusters Score -35205.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -35210.121094 Penalty: 631.118713
	Iteration 23Q: 3 clusters Score -35210.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -35222.171875 Penalty: 631.118713
	Iteration 24Q: 3 clusters Score -35222.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -35236.421875 Penalty: 631.118713
	Iteration 25Q: 3 clusters Score -35236.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -35254.976562 Penalty: 631.118713
	Iteration 26Q: 3 clusters Score -35254.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -35268.750000 Penalty: 631.118713
	Iteration 27Q: 3 clusters Score -35268.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -35276.906250 Penalty: 631.118713
	Iteration 28Q: 3 clusters Score -35276.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -35278.378906 Penalty: 631.118713
	Iteration 29Q: 3 clusters Score -35278.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -35279.593750 Penalty: 631.118713
	Iteration 30Q: 3 clusters Score -35279.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -35280.484375 Penalty: 631.118713
	Iteration 31Q: 3 clusters Score -35280.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -35281.308594 Penalty: 631.118713
	Iteration 32Q: 3 clusters Score -35281.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -35282.042969 Penalty: 631.118713
	Iteration 33Q: 3 clusters Score -35282.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -35282.531250 Penalty: 631.118713
	Iteration 34Q: 3 clusters Score -35282.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -35282.679688 Penalty: 631.118713
	Iteration 35Q: 3 clusters Score -35282.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -35282.679688 Penalty: 631.118713
	Iteration 36F: 3 clusters Score -35282.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158590 members 
Mstep: Class 5 contains 13132 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 1970 members 
Mstep: Class 10 contains 5849 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26542 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7334 members 
Mstep: Class 15 contains 300371 members 
Mstep: Class 16 contains 60407 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 18069 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37312 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 341 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1034 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Mstep: Class 42 contains 1517 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 701 members 
Mstep: Class 45 contains 687 members 
Entering Unmasked Estep 
Score: -28350628.000000 Penalty: 27642.884766
Splitting cluster 33 changes total score from -28350670.000000 to -28350628.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -45280.773438 Penalty: 324.236969
	Iteration 0F: 2 clusters Score -45280.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -44289.078125 Penalty: 648.473938
	Iteration 0F: 3 clusters Score -44289.08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -44618.707031 Penalty: 648.473938
	Iteration 1F: 3 clusters Score -44618.71 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -44705.121094 Penalty: 648.473938
	Iteration 2F: 3 clusters Score -44705.12 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -44766.617188 Penalty: 648.473938
	Iteration 3F: 3 clusters Score -44766.62 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -44824.781250 Penalty: 648.473938
	Iteration 4F: 3 clusters Score -44824.78 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -44862.613281 Penalty: 648.473938
	Iteration 5Q: 3 clusters Score -44862.61 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -44890.296875 Penalty: 648.473938
	Iteration 6Q: 3 clusters Score -44890.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -44906.011719 Penalty: 648.473938
	Iteration 7Q: 3 clusters Score -44906.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -44917.023438 Penalty: 648.473938
	Iteration 8Q: 3 clusters Score -44917.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -44925.085938 Penalty: 648.473938
	Iteration 9Q: 3 clusters Score -44925.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -44928.519531 Penalty: 648.473938
	Iteration 10Q: 3 clusters Score -44928.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -44931.199219 Penalty: 648.473938
	Iteration 11Q: 3 clusters Score -44931.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -44933.257812 Penalty: 648.473938
	Iteration 12Q: 3 clusters Score -44933.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -44938.406250 Penalty: 648.473938
	Iteration 13Q: 3 clusters Score -44938.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -44944.410156 Penalty: 648.473938
	Iteration 14Q: 3 clusters Score -44944.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -44952.425781 Penalty: 648.473938
	Iteration 15Q: 3 clusters Score -44952.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -44967.460938 Penalty: 648.473938
	Iteration 16Q: 3 clusters Score -44967.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -44980.164062 Penalty: 648.473938
	Iteration 17Q: 3 clusters Score -44980.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -44990.011719 Penalty: 648.473938
	Iteration 18Q: 3 clusters Score -44990.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -45000.582031 Penalty: 648.473938
	Iteration 19Q: 3 clusters Score -45000.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -45010.265625 Penalty: 648.473938
	Iteration 20F: 3 clusters Score -45010.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -45019.656250 Penalty: 648.473938
	Iteration 21Q: 3 clusters Score -45019.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -45026.324219 Penalty: 648.473938
	Iteration 22Q: 3 clusters Score -45026.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -45029.125000 Penalty: 648.473938
	Iteration 23Q: 3 clusters Score -45029.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -45030.878906 Penalty: 648.473938
	Iteration 24Q: 3 clusters Score -45030.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -45032.039062 Penalty: 648.473938
	Iteration 25Q: 3 clusters Score -45032.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -45033.765625 Penalty: 648.473938
	Iteration 26Q: 3 clusters Score -45033.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -45035.765625 Penalty: 648.473938
	Iteration 27Q: 3 clusters Score -45035.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -45040.429688 Penalty: 648.473938
	Iteration 28Q: 3 clusters Score -45040.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -45044.562500 Penalty: 648.473938
	Iteration 29Q: 3 clusters Score -45044.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -45046.722656 Penalty: 648.473938
	Iteration 30Q: 3 clusters Score -45046.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -45047.781250 Penalty: 648.473938
	Iteration 31Q: 3 clusters Score -45047.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -45049.019531 Penalty: 648.473938
	Iteration 32Q: 3 clusters Score -45049.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -45049.378906 Penalty: 648.473938
	Iteration 33Q: 3 clusters Score -45049.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -45049.511719 Penalty: 648.473938
	Iteration 34Q: 3 clusters Score -45049.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -45049.511719 Penalty: 648.473938
	Iteration 35Q: 3 clusters Score -45049.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -45049.683594 Penalty: 648.473938
	Iteration 36Q: 3 clusters Score -45049.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -45049.750000 Penalty: 648.473938
	Iteration 37Q: 3 clusters Score -45049.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -45050.011719 Penalty: 648.473938
	Iteration 38Q: 3 clusters Score -45050.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -45050.296875 Penalty: 648.473938
	Iteration 39Q: 3 clusters Score -45050.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -45051.207031 Penalty: 648.473938
	Iteration 40F: 3 clusters Score -45051.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -45052.324219 Penalty: 648.473938
	Iteration 41Q: 3 clusters Score -45052.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -45052.855469 Penalty: 648.473938
	Iteration 42Q: 3 clusters Score -45052.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -45053.136719 Penalty: 648.473938
	Iteration 43Q: 3 clusters Score -45053.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -45054.195312 Penalty: 648.473938
	Iteration 44Q: 3 clusters Score -45054.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -45054.558594 Penalty: 648.473938
	Iteration 45Q: 3 clusters Score -45054.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -45054.996094 Penalty: 648.473938
	Iteration 46Q: 3 clusters Score -45055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -45055.304688 Penalty: 648.473938
	Iteration 47Q: 3 clusters Score -45055.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -45055.675781 Penalty: 648.473938
	Iteration 48Q: 3 clusters Score -45055.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -45056.437500 Penalty: 648.473938
	Iteration 49Q: 3 clusters Score -45056.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -45056.855469 Penalty: 648.473938
	Iteration 50Q: 3 clusters Score -45056.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -45056.855469 Penalty: 648.473938
	Iteration 51F: 3 clusters Score -45056.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -37131.113281 Penalty: 315.824158
	Iteration 0F: 2 clusters Score -37131.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -36305.863281 Penalty: 631.648315
	Iteration 0F: 3 clusters Score -36305.86 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -36534.710938 Penalty: 631.648315
	Iteration 1F: 3 clusters Score -36534.71 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -36562.542969 Penalty: 631.648315
	Iteration 2F: 3 clusters Score -36562.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -36584.207031 Penalty: 631.648315
	Iteration 3Q: 3 clusters Score -36584.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -36606.171875 Penalty: 631.648315
	Iteration 4Q: 3 clusters Score -36606.17 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -36624.171875 Penalty: 631.648315
	Iteration 5Q: 3 clusters Score -36624.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -36651.531250 Penalty: 631.648315
	Iteration 6Q: 3 clusters Score -36651.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -36670.750000 Penalty: 631.648315
	Iteration 7Q: 3 clusters Score -36670.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -36692.878906 Penalty: 631.648315
	Iteration 8Q: 3 clusters Score -36692.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36720.316406 Penalty: 631.648315
	Iteration 9Q: 3 clusters Score -36720.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36732.289062 Penalty: 631.648315
	Iteration 10Q: 3 clusters Score -36732.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -36746.742188 Penalty: 631.648315
	Iteration 11Q: 3 clusters Score -36746.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36761.417969 Penalty: 631.648315
	Iteration 12Q: 3 clusters Score -36761.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36780.289062 Penalty: 631.648315
	Iteration 13Q: 3 clusters Score -36780.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36801.113281 Penalty: 631.648315
	Iteration 14Q: 3 clusters Score -36801.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -36815.101562 Penalty: 631.648315
	Iteration 15Q: 3 clusters Score -36815.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36827.164062 Penalty: 631.648315
	Iteration 16Q: 3 clusters Score -36827.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36837.140625 Penalty: 631.648315
	Iteration 17Q: 3 clusters Score -36837.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36844.117188 Penalty: 631.648315
	Iteration 18Q: 3 clusters Score -36844.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36848.257812 Penalty: 631.648315
	Iteration 19Q: 3 clusters Score -36848.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36850.214844 Penalty: 631.648315
	Iteration 20F: 3 clusters Score -36850.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -24292.023438 Penalty: 293.207977
	Iteration 0F: 2 clusters Score -24292.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23707.701172 Penalty: 586.415955
	Iteration 0F: 3 clusters Score -23707.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -23862.437500 Penalty: 586.415955
	Iteration 1F: 3 clusters Score -23862.44 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -23904.494141 Penalty: 586.415955
	Iteration 2F: 3 clusters Score -23904.49 nChanged 32
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: -23941.125000 Penalty: 586.415955
	Iteration 3F: 3 clusters Score -23941.12 nChanged 32
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: -23963.847656 Penalty: 586.415955
	Iteration 4F: 3 clusters Score -23963.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -23979.222656 Penalty: 586.415955
	Iteration 5Q: 3 clusters Score -23979.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -23987.722656 Penalty: 586.415955
	Iteration 6Q: 3 clusters Score -23987.72 nChanged 7
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: -23989.880859 Penalty: 586.415955
	Iteration 7Q: 3 clusters Score -23989.88 nChanged 3
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: -23990.679688 Penalty: 586.415955
	Iteration 8Q: 3 clusters Score -23990.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -23990.980469 Penalty: 586.415955
	Iteration 9Q: 3 clusters Score -23990.98 nChanged 2
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: -23991.861328 Penalty: 586.415955
	Iteration 10Q: 3 clusters Score -23991.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23992.234375 Penalty: 586.415955
	Iteration 11Q: 3 clusters Score -23992.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -23994.013672 Penalty: 586.415955
	Iteration 12Q: 3 clusters Score -23994.01 nChanged 4
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: -23997.830078 Penalty: 586.415955
	Iteration 13Q: 3 clusters Score -23997.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -24002.582031 Penalty: 586.415955
	Iteration 14Q: 3 clusters Score -24002.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -24016.404297 Penalty: 586.415955
	Iteration 15Q: 3 clusters Score -24016.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -24025.339844 Penalty: 586.415955
	Iteration 16Q: 3 clusters Score -24025.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -24031.265625 Penalty: 586.415955
	Iteration 17Q: 3 clusters Score -24031.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -24033.802734 Penalty: 586.415955
	Iteration 18Q: 3 clusters Score -24033.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -24034.626953 Penalty: 586.415955
	Iteration 19Q: 3 clusters Score -24034.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -24034.626953 Penalty: 586.415955
	Iteration 20F: 3 clusters Score -24034.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -158206.515625 Penalty: 377.151184
	Iteration 0F: 2 clusters Score -158206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -155458.500000 Penalty: 754.302368
	Iteration 0F: 3 clusters Score -155458.5 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -156412.468750 Penalty: 754.302368
	Iteration 1F: 3 clusters Score -156412.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -156514.609375 Penalty: 754.302368
	Iteration 2F: 3 clusters Score -156514.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -156630.859375 Penalty: 754.302368
	Iteration 3F: 3 clusters Score -156630.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -156744.765625 Penalty: 754.302368
	Iteration 4F: 3 clusters Score -156744.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -156847.500000 Penalty: 754.302368
	Iteration 5Q: 3 clusters Score -156847.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -156936.125000 Penalty: 754.302368
	Iteration 6Q: 3 clusters Score -156936.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -157014.406250 Penalty: 754.302368
	Iteration 7Q: 3 clusters Score -157014.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -157115.984375 Penalty: 754.302368
	Iteration 8Q: 3 clusters Score -157116 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -157220.109375 Penalty: 754.302368
	Iteration 9Q: 3 clusters Score -157220.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -157332.421875 Penalty: 754.302368
	Iteration 10Q: 3 clusters Score -157332.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -157426.156250 Penalty: 754.302368
	Iteration 11Q: 3 clusters Score -157426.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -157514.140625 Penalty: 754.302368
	Iteration 12Q: 3 clusters Score -157514.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -157599.000000 Penalty: 754.302368
	Iteration 13Q: 3 clusters Score -157599 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -157671.718750 Penalty: 754.302368
	Iteration 14Q: 3 clusters Score -157671.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -157736.734375 Penalty: 754.302368
	Iteration 15Q: 3 clusters Score -157736.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -157781.968750 Penalty: 754.302368
	Iteration 16Q: 3 clusters Score -157782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -157806.343750 Penalty: 754.302368
	Iteration 17Q: 3 clusters Score -157806.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -157825.015625 Penalty: 754.302368
	Iteration 18Q: 3 clusters Score -157825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -157841.140625 Penalty: 754.302368
	Iteration 19Q: 3 clusters Score -157841.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -157851.468750 Penalty: 754.302368
	Iteration 20F: 3 clusters Score -157851.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -157858.234375 Penalty: 754.302368
	Iteration 21Q: 3 clusters Score -157858.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -157863.984375 Penalty: 754.302368
	Iteration 22Q: 3 clusters Score -157864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -157869.984375 Penalty: 754.302368
	Iteration 23Q: 3 clusters Score -157870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -157874.437500 Penalty: 754.302368
	Iteration 24Q: 3 clusters Score -157874.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -157875.875000 Penalty: 754.302368
	Iteration 25Q: 3 clusters Score -157875.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -157877.109375 Penalty: 754.302368
	Iteration 26Q: 3 clusters Score -157877.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -157877.593750 Penalty: 754.302368
	Iteration 27Q: 3 clusters Score -157877.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -157878.671875 Penalty: 754.302368
	Iteration 28Q: 3 clusters Score -157878.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -157878.828125 Penalty: 754.302368
	Iteration 29Q: 3 clusters Score -157878.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -157878.828125 Penalty: 754.302368
	Iteration 30F: 3 clusters Score -157878.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Entering Unmasked Estep 
Score: -1006210.062500 Penalty: 463.075165
	Iteration 0F: 2 clusters Score -1006210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -988580.187500 Penalty: 926.150330
	Iteration 0F: 3 clusters Score -988580.2 nChanged 12668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -996918.312500 Penalty: 926.150330
	Iteration 1F: 3 clusters Score -996918.3 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -998118.312500 Penalty: 926.150330
	Iteration 2F: 3 clusters Score -998118.3 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -999428.250000 Penalty: 926.150330
	Iteration 3F: 3 clusters Score -999428.2 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -1000849.500000 Penalty: 926.150330
	Iteration 4F: 3 clusters Score -1000850 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -1002156.812500 Penalty: 926.150330
	Iteration 5F: 3 clusters Score -1002157 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -1003097.562500 Penalty: 926.150330
	Iteration 6Q: 3 clusters Score -1003098 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -1003581.437500 Penalty: 926.150330
	Iteration 7Q: 3 clusters Score -1003581 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -1003858.625000 Penalty: 926.150330
	Iteration 8Q: 3 clusters Score -1003859 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -1004104.000000 Penalty: 926.150330
	Iteration 9Q: 3 clusters Score -1004104 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -1004337.375000 Penalty: 926.150330
	Iteration 10Q: 3 clusters Score -1004337 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -1004559.250000 Penalty: 926.150330
	Iteration 11Q: 3 clusters Score -1004559 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -1004763.125000 Penalty: 926.150330
	Iteration 12Q: 3 clusters Score -1004763 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -1004968.000000 Penalty: 926.150330
	Iteration 13Q: 3 clusters Score -1004968 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -1005141.062500 Penalty: 926.150330
	Iteration 14Q: 3 clusters Score -1005141 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -1005290.312500 Penalty: 926.150330
	Iteration 15Q: 3 clusters Score -1005290 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -1005414.625000 Penalty: 926.150330
	Iteration 16Q: 3 clusters Score -1005415 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -1005535.437500 Penalty: 926.150330
	Iteration 17Q: 3 clusters Score -1005535 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -1005644.937500 Penalty: 926.150330
	Iteration 18Q: 3 clusters Score -1005645 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -1005739.250000 Penalty: 926.150330
	Iteration 19Q: 3 clusters Score -1005739 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -1005795.250000 Penalty: 926.150330
	Iteration 20F: 3 clusters Score -1005795 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -1005824.812500 Penalty: 926.150330
	Iteration 21Q: 3 clusters Score -1005825 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -1005852.000000 Penalty: 926.150330
	Iteration 22Q: 3 clusters Score -1005852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -1005860.250000 Penalty: 926.150330
	Iteration 23Q: 3 clusters Score -1005860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -1005875.562500 Penalty: 926.150330
	Iteration 24Q: 3 clusters Score -1005876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -1005880.687500 Penalty: 926.150330
	Iteration 25Q: 3 clusters Score -1005881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -1005884.812500 Penalty: 926.150330
	Iteration 26Q: 3 clusters Score -1005885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -1005887.062500 Penalty: 926.150330
	Iteration 27Q: 3 clusters Score -1005887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -1005891.125000 Penalty: 926.150330
	Iteration 28Q: 3 clusters Score -1005891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -1005893.937500 Penalty: 926.150330
	Iteration 29Q: 3 clusters Score -1005894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -1005898.875000 Penalty: 926.150330
	Iteration 30Q: 3 clusters Score -1005899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -1005900.437500 Penalty: 926.150330
	Iteration 31Q: 3 clusters Score -1005900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -1005904.187500 Penalty: 926.150330
	Iteration 32Q: 3 clusters Score -1005904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -1005906.437500 Penalty: 926.150330
	Iteration 33Q: 3 clusters Score -1005906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -1005907.875000 Penalty: 926.150330
	Iteration 34Q: 3 clusters Score -1005908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -1005908.250000 Penalty: 926.150330
	Iteration 35Q: 3 clusters Score -1005908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -1005908.250000 Penalty: 926.150330
	Iteration 36F: 3 clusters Score -1005908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -5095.415527 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -5095.416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4832.693848 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -4832.694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -4879.511230 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -4879.511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4897.922363 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -4897.922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -4909.790527 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -4909.791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4912.777832 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -4912.778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4917.921875 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -4917.922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -4926.383789 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -4926.384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -4934.408203 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -4934.408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -4947.434082 Penalty: 473.564606
	Iteration 8Q: 3 clusters Score -4947.434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -4951.722656 Penalty: 473.564606
	Iteration 9Q: 3 clusters Score -4951.723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4953.857422 Penalty: 473.564606
	Iteration 10Q: 3 clusters Score -4953.857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4956.177734 Penalty: 473.564606
	Iteration 11Q: 3 clusters Score -4956.178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4956.177734 Penalty: 473.564606
	Iteration 12F: 3 clusters Score -4956.178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -106387.570312 Penalty: 358.628143
	Iteration 0F: 2 clusters Score -106387.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -104483.468750 Penalty: 717.256287
	Iteration 0F: 3 clusters Score -104483.5 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -105121.679688 Penalty: 717.256287
	Iteration 1F: 3 clusters Score -105121.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -105197.640625 Penalty: 717.256287
	Iteration 2F: 3 clusters Score -105197.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -105285.460938 Penalty: 717.256287
	Iteration 3F: 3 clusters Score -105285.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -105391.328125 Penalty: 717.256287
	Iteration 4F: 3 clusters Score -105391.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -105500.078125 Penalty: 717.256287
	Iteration 5F: 3 clusters Score -105500.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -105580.156250 Penalty: 717.256287
	Iteration 6F: 3 clusters Score -105580.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -105655.523438 Penalty: 717.256287
	Iteration 7F: 3 clusters Score -105655.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -105718.687500 Penalty: 717.256287
	Iteration 8Q: 3 clusters Score -105718.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -105768.828125 Penalty: 717.256287
	Iteration 9Q: 3 clusters Score -105768.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -105814.804688 Penalty: 717.256287
	Iteration 10Q: 3 clusters Score -105814.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -105861.867188 Penalty: 717.256287
	Iteration 11Q: 3 clusters Score -105861.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -105896.617188 Penalty: 717.256287
	Iteration 12Q: 3 clusters Score -105896.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -105922.234375 Penalty: 717.256287
	Iteration 13Q: 3 clusters Score -105922.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -105938.875000 Penalty: 717.256287
	Iteration 14Q: 3 clusters Score -105938.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -105953.843750 Penalty: 717.256287
	Iteration 15Q: 3 clusters Score -105953.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -105965.726562 Penalty: 717.256287
	Iteration 16Q: 3 clusters Score -105965.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -105971.484375 Penalty: 717.256287
	Iteration 17Q: 3 clusters Score -105971.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -105980.289062 Penalty: 717.256287
	Iteration 18Q: 3 clusters Score -105980.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -105988.648438 Penalty: 717.256287
	Iteration 19Q: 3 clusters Score -105988.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -105993.726562 Penalty: 717.256287
	Iteration 20F: 3 clusters Score -105993.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -105997.578125 Penalty: 717.256287
	Iteration 21Q: 3 clusters Score -105997.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -106002.875000 Penalty: 717.256287
	Iteration 22Q: 3 clusters Score -106002.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -106007.835938 Penalty: 717.256287
	Iteration 23Q: 3 clusters Score -106007.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -106010.171875 Penalty: 717.256287
	Iteration 24Q: 3 clusters Score -106010.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -106013.242188 Penalty: 717.256287
	Iteration 25Q: 3 clusters Score -106013.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -106017.265625 Penalty: 717.256287
	Iteration 26Q: 3 clusters Score -106017.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -106023.632812 Penalty: 717.256287
	Iteration 27Q: 3 clusters Score -106023.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -106034.273438 Penalty: 717.256287
	Iteration 28Q: 3 clusters Score -106034.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -106041.804688 Penalty: 717.256287
	Iteration 29Q: 3 clusters Score -106041.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -106047.007812 Penalty: 717.256287
	Iteration 30Q: 3 clusters Score -106047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -106051.523438 Penalty: 717.256287
	Iteration 31Q: 3 clusters Score -106051.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -106053.992188 Penalty: 717.256287
	Iteration 32Q: 3 clusters Score -106054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -106056.609375 Penalty: 717.256287
	Iteration 33Q: 3 clusters Score -106056.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -106057.796875 Penalty: 717.256287
	Iteration 34Q: 3 clusters Score -106057.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -106058.773438 Penalty: 717.256287
	Iteration 35Q: 3 clusters Score -106058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -106059.421875 Penalty: 717.256287
	Iteration 36Q: 3 clusters Score -106059.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -106059.992188 Penalty: 717.256287
	Iteration 37Q: 3 clusters Score -106060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -106060.882812 Penalty: 717.256287
	Iteration 38Q: 3 clusters Score -106060.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -106061.679688 Penalty: 717.256287
	Iteration 39Q: 3 clusters Score -106061.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -106062.343750 Penalty: 717.256287
	Iteration 40F: 3 clusters Score -106062.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -106062.585938 Penalty: 717.256287
	Iteration 41Q: 3 clusters Score -106062.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -106063.125000 Penalty: 717.256287
	Iteration 42Q: 3 clusters Score -106063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -106063.757812 Penalty: 717.256287
	Iteration 43Q: 3 clusters Score -106063.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -106064.656250 Penalty: 717.256287
	Iteration 44Q: 3 clusters Score -106064.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -106065.187500 Penalty: 717.256287
	Iteration 45Q: 3 clusters Score -106065.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -106065.937500 Penalty: 717.256287
	Iteration 46Q: 3 clusters Score -106065.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -106067.664062 Penalty: 717.256287
	Iteration 47Q: 3 clusters Score -106067.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -106068.296875 Penalty: 717.256287
	Iteration 48Q: 3 clusters Score -106068.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -106068.296875 Penalty: 717.256287
	Iteration 49F: 3 clusters Score -106068.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Entering Unmasked Estep 
Score: -38062.605469 Penalty: 313.057465
	Iteration 0F: 2 clusters Score -38062.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -37295.976562 Penalty: 626.114929
	Iteration 0F: 3 clusters Score -37295.98 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -37526.046875 Penalty: 626.114929
	Iteration 1F: 3 clusters Score -37526.05 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -37573.960938 Penalty: 626.114929
	Iteration 2F: 3 clusters Score -37573.96 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -37614.828125 Penalty: 626.114929
	Iteration 3F: 3 clusters Score -37614.83 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -37657.539062 Penalty: 626.114929
	Iteration 4F: 3 clusters Score -37657.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -37686.265625 Penalty: 626.114929
	Iteration 5Q: 3 clusters Score -37686.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -37704.800781 Penalty: 626.114929
	Iteration 6Q: 3 clusters Score -37704.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -37717.722656 Penalty: 626.114929
	Iteration 7Q: 3 clusters Score -37717.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -37729.984375 Penalty: 626.114929
	Iteration 8Q: 3 clusters Score -37729.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -37737.347656 Penalty: 626.114929
	Iteration 9Q: 3 clusters Score -37737.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -37745.621094 Penalty: 626.114929
	Iteration 10Q: 3 clusters Score -37745.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -37750.726562 Penalty: 626.114929
	Iteration 11Q: 3 clusters Score -37750.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -37757.175781 Penalty: 626.114929
	Iteration 12Q: 3 clusters Score -37757.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -37764.250000 Penalty: 626.114929
	Iteration 13Q: 3 clusters Score -37764.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -37772.347656 Penalty: 626.114929
	Iteration 14Q: 3 clusters Score -37772.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -37777.179688 Penalty: 626.114929
	Iteration 15Q: 3 clusters Score -37777.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -37779.921875 Penalty: 626.114929
	Iteration 16Q: 3 clusters Score -37779.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -37783.464844 Penalty: 626.114929
	Iteration 17Q: 3 clusters Score -37783.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -37788.261719 Penalty: 626.114929
	Iteration 18Q: 3 clusters Score -37788.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -37790.535156 Penalty: 626.114929
	Iteration 19Q: 3 clusters Score -37790.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -37792.394531 Penalty: 626.114929
	Iteration 20F: 3 clusters Score -37792.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -37793.417969 Penalty: 626.114929
	Iteration 21Q: 3 clusters Score -37793.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -37793.914062 Penalty: 626.114929
	Iteration 22Q: 3 clusters Score -37793.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -37793.914062 Penalty: 626.114929
	Iteration 23F: 3 clusters Score -37793.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158590 members 
Mstep: Class 5 contains 13132 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 1970 members 
Mstep: Class 10 contains 5849 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 26542 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7334 members 
Mstep: Class 15 contains 300371 members 
Mstep: Class 16 contains 60407 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 18069 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 37312 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1034 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2649 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350974.000000 Penalty: 27028.597656
Iteration 399Q: 45 clusters Score -2.835097e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158617 members 
Mstep: Class 5 contains 13134 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 4407 members 
Mstep: Class 9 contains 1969 members 
Mstep: Class 10 contains 5848 members 
Mstep: Class 11 contains 6354 members 
Mstep: Class 12 contains 26542 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7352 members 
Mstep: Class 15 contains 300205 members 
Mstep: Class 16 contains 60407 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 18080 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1646 members 
Mstep: Class 29 contains 7174 members 
Mstep: Class 30 contains 37337 members 
Mstep: Class 31 contains 3509 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1035 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1034 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3977 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2651 members 
Mstep: Class 41 contains 989 members 
Mstep: Class 42 contains 1512 members 
Mstep: Class 43 contains 895 members 
Mstep: Class 44 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351180.000000 Penalty: 27028.597656
Iteration 400F: 45 clusters Score -2.835118e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158611 members 
Mstep: Class 5 contains 13134 members 
Mstep: Class 6 contains 2159 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 4385 members 
Mstep: Class 9 contains 1972 members 
Mstep: Class 10 contains 5844 members 
Mstep: Class 11 contains 6393 members 
Mstep: Class 12 contains 26541 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7344 members 
Mstep: Class 15 contains 300099 members 
Mstep: Class 16 contains 60407 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 645 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1295 members 
Mstep: Class 21 contains 5233 members 
Mstep: Class 22 contains 18069 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1980 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1646 members 
Mstep: Class 29 contains 7174 members 
Mstep: Class 30 contains 37347 members 
Mstep: Class 31 contains 3510 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1034 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1034 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3974 members 
Mstep: Class 38 contains 26302 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2645 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 1526 members 
Mstep: Class 43 contains 1040 members 
Mstep: Class 44 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351278.000000 Penalty: 27028.597656
Iteration 401Q: 45 clusters Score -2.835128e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158604 members 
Mstep: Class 5 contains 13134 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 5405 members 
Mstep: Class 8 contains 4373 members 
Mstep: Class 9 contains 1975 members 
Mstep: Class 10 contains 5836 members 
Mstep: Class 11 contains 6421 members 
Mstep: Class 12 contains 26540 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7336 members 
Mstep: Class 15 contains 300022 members 
Mstep: Class 16 contains 60408 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 642 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5229 members 
Mstep: Class 22 contains 18056 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1979 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7174 members 
Mstep: Class 30 contains 37364 members 
Mstep: Class 31 contains 3511 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1037 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1032 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3975 members 
Mstep: Class 38 contains 26300 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 977 members 
Mstep: Class 42 contains 1534 members 
Mstep: Class 43 contains 1142 members 
Mstep: Class 44 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351378.000000 Penalty: 27028.597656
Iteration 402Q: 45 clusters Score -2.835138e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158586 members 
Mstep: Class 5 contains 13131 members 
Mstep: Class 6 contains 2159 members 
Mstep: Class 7 contains 5401 members 
Mstep: Class 8 contains 4369 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5831 members 
Mstep: Class 11 contains 6445 members 
Mstep: Class 12 contains 26540 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 299966 members 
Mstep: Class 16 contains 60415 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5223 members 
Mstep: Class 22 contains 18043 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1977 members 
Mstep: Class 25 contains 872 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 1643 members 
Mstep: Class 29 contains 7172 members 
Mstep: Class 30 contains 37375 members 
Mstep: Class 31 contains 3512 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1039 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1032 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3977 members 
Mstep: Class 38 contains 26300 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 974 members 
Mstep: Class 42 contains 1536 members 
Mstep: Class 43 contains 1225 members 
Mstep: Class 44 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351392.000000 Penalty: 27028.597656
Iteration 403Q: 45 clusters Score -2.835139e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158573 members 
Mstep: Class 5 contains 13133 members 
Mstep: Class 6 contains 2161 members 
Mstep: Class 7 contains 5395 members 
Mstep: Class 8 contains 4365 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5823 members 
Mstep: Class 11 contains 6466 members 
Mstep: Class 12 contains 26540 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7316 members 
Mstep: Class 15 contains 299920 members 
Mstep: Class 16 contains 60421 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5222 members 
Mstep: Class 22 contains 18036 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1977 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3655 members 
Mstep: Class 28 contains 1643 members 
Mstep: Class 29 contains 7170 members 
Mstep: Class 30 contains 37391 members 
Mstep: Class 31 contains 3513 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1039 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1032 members 
Mstep: Class 36 contains 628 members 
Mstep: Class 37 contains 3979 members 
Mstep: Class 38 contains 26298 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 971 members 
Mstep: Class 42 contains 1537 members 
Mstep: Class 43 contains 1291 members 
Mstep: Class 44 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351416.000000 Penalty: 27028.597656
Iteration 404Q: 45 clusters Score -2.835142e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158560 members 
Mstep: Class 5 contains 13134 members 
Mstep: Class 6 contains 2162 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 4356 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5816 members 
Mstep: Class 11 contains 6477 members 
Mstep: Class 12 contains 26541 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 299879 members 
Mstep: Class 16 contains 60423 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5219 members 
Mstep: Class 22 contains 18028 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1976 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 1643 members 
Mstep: Class 29 contains 7169 members 
Mstep: Class 30 contains 37413 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1039 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1032 members 
Mstep: Class 36 contains 628 members 
Mstep: Class 37 contains 3979 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 966 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1350 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351470.000000 Penalty: 27028.597656
Iteration 405Q: 45 clusters Score -2.835147e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158550 members 
Mstep: Class 5 contains 13133 members 
Mstep: Class 6 contains 2161 members 
Mstep: Class 7 contains 5385 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5806 members 
Mstep: Class 11 contains 6480 members 
Mstep: Class 12 contains 26547 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 299859 members 
Mstep: Class 16 contains 60429 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5218 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1975 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37429 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1032 members 
Mstep: Class 36 contains 628 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 962 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1396 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351494.000000 Penalty: 27028.597656
Iteration 406Q: 45 clusters Score -2.835149e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158544 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2162 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 4330 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 6483 members 
Mstep: Class 12 contains 26548 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7298 members 
Mstep: Class 15 contains 299854 members 
Mstep: Class 16 contains 60439 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5219 members 
Mstep: Class 22 contains 18010 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1974 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37441 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1043 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 628 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 961 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1438 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351486.000000 Penalty: 27028.597656
Iteration 407Q: 45 clusters Score -2.835149e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158536 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2161 members 
Mstep: Class 7 contains 5371 members 
Mstep: Class 8 contains 4318 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 6483 members 
Mstep: Class 12 contains 26548 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7292 members 
Mstep: Class 15 contains 299854 members 
Mstep: Class 16 contains 60449 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 18011 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1974 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37462 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1043 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1028 members 
Mstep: Class 36 contains 629 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1460 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351538.000000 Penalty: 27028.597656
Iteration 408Q: 45 clusters Score -2.835154e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158530 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2161 members 
Mstep: Class 7 contains 5361 members 
Mstep: Class 8 contains 4307 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5776 members 
Mstep: Class 11 contains 6481 members 
Mstep: Class 12 contains 26548 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7287 members 
Mstep: Class 15 contains 299843 members 
Mstep: Class 16 contains 60458 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5223 members 
Mstep: Class 22 contains 18014 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1974 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 1322 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37482 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1027 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1479 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351526.000000 Penalty: 27028.597656
Iteration 409Q: 45 clusters Score -2.835153e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158519 members 
Mstep: Class 5 contains 13135 members 
Mstep: Class 6 contains 2159 members 
Mstep: Class 7 contains 5351 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5770 members 
Mstep: Class 11 contains 6481 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7284 members 
Mstep: Class 15 contains 299836 members 
Mstep: Class 16 contains 60470 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1973 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 1321 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37497 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1028 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1490 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351544.000000 Penalty: 27028.597656
Iteration 410Q: 45 clusters Score -2.835154e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158503 members 
Mstep: Class 5 contains 13135 members 
Mstep: Class 6 contains 2162 members 
Mstep: Class 7 contains 5338 members 
Mstep: Class 8 contains 4305 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 6482 members 
Mstep: Class 12 contains 26543 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7285 members 
Mstep: Class 15 contains 299834 members 
Mstep: Class 16 contains 60482 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5223 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1974 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 1319 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37511 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1029 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1504 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351540.000000 Penalty: 27028.597656
Iteration 411Q: 45 clusters Score -2.835154e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158497 members 
Mstep: Class 5 contains 13134 members 
Mstep: Class 6 contains 2165 members 
Mstep: Class 7 contains 5325 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5761 members 
Mstep: Class 11 contains 6480 members 
Mstep: Class 12 contains 26540 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7286 members 
Mstep: Class 15 contains 299841 members 
Mstep: Class 16 contains 60493 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 18019 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1974 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 1318 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37519 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1506 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351566.000000 Penalty: 27028.597656
Iteration 412Q: 45 clusters Score -2.835157e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158485 members 
Mstep: Class 5 contains 13134 members 
Mstep: Class 6 contains 2168 members 
Mstep: Class 7 contains 5308 members 
Mstep: Class 8 contains 4301 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5757 members 
Mstep: Class 11 contains 6482 members 
Mstep: Class 12 contains 26538 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7288 members 
Mstep: Class 15 contains 299847 members 
Mstep: Class 16 contains 60503 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 637 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5226 members 
Mstep: Class 22 contains 18027 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1975 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 1316 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37526 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1507 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351588.000000 Penalty: 27028.597656
Iteration 413Q: 45 clusters Score -2.835159e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158475 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2172 members 
Mstep: Class 7 contains 5294 members 
Mstep: Class 8 contains 4300 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5753 members 
Mstep: Class 11 contains 6487 members 
Mstep: Class 12 contains 26535 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7288 members 
Mstep: Class 15 contains 299839 members 
Mstep: Class 16 contains 60514 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 636 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 18032 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1975 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 1314 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37540 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1512 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351598.000000 Penalty: 27028.597656
Iteration 414Q: 45 clusters Score -2.83516e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158462 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2181 members 
Mstep: Class 7 contains 5282 members 
Mstep: Class 8 contains 4301 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5753 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 26535 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7290 members 
Mstep: Class 15 contains 299845 members 
Mstep: Class 16 contains 60527 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 635 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 18030 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1975 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 1305 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37550 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1516 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351580.000000 Penalty: 27028.597656
Iteration 415Q: 45 clusters Score -2.835158e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158449 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2185 members 
Mstep: Class 7 contains 5261 members 
Mstep: Class 8 contains 4305 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5753 members 
Mstep: Class 11 contains 6486 members 
Mstep: Class 12 contains 26536 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 299836 members 
Mstep: Class 16 contains 60541 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 634 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5219 members 
Mstep: Class 22 contains 18033 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1974 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 1302 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37562 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1527 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351592.000000 Penalty: 27028.597656
Iteration 416Q: 45 clusters Score -2.835159e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158439 members 
Mstep: Class 5 contains 13137 members 
Mstep: Class 6 contains 2185 members 
Mstep: Class 7 contains 5244 members 
Mstep: Class 8 contains 4309 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5755 members 
Mstep: Class 11 contains 6487 members 
Mstep: Class 12 contains 26538 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7290 members 
Mstep: Class 15 contains 299827 members 
Mstep: Class 16 contains 60549 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5220 members 
Mstep: Class 22 contains 18040 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1974 members 
Mstep: Class 25 contains 848 members 
Mstep: Class 26 contains 1299 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37573 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1528 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351596.000000 Penalty: 27028.597656
Iteration 417Q: 45 clusters Score -2.83516e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158429 members 
Mstep: Class 5 contains 13137 members 
Mstep: Class 6 contains 2185 members 
Mstep: Class 7 contains 5232 members 
Mstep: Class 8 contains 4312 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5755 members 
Mstep: Class 11 contains 6486 members 
Mstep: Class 12 contains 26537 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7290 members 
Mstep: Class 15 contains 299822 members 
Mstep: Class 16 contains 60557 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 18047 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1974 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 1295 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37579 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1532 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351602.000000 Penalty: 27028.597656
Iteration 418Q: 45 clusters Score -2.83516e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158413 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2186 members 
Mstep: Class 7 contains 5221 members 
Mstep: Class 8 contains 4315 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5752 members 
Mstep: Class 11 contains 6484 members 
Mstep: Class 12 contains 26536 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 299826 members 
Mstep: Class 16 contains 60567 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5231 members 
Mstep: Class 22 contains 18048 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1973 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 1292 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37590 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1534 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351610.000000 Penalty: 27028.597656
Iteration 419Q: 45 clusters Score -2.835161e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158397 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 5209 members 
Mstep: Class 8 contains 4315 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5747 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 26537 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 299825 members 
Mstep: Class 16 contains 60577 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5232 members 
Mstep: Class 22 contains 18056 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1974 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 1290 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37607 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1535 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351594.000000 Penalty: 27028.597656
Iteration 420F: 45 clusters Score -2.835159e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 697 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158376 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2182 members 
Mstep: Class 7 contains 5193 members 
Mstep: Class 8 contains 4312 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5744 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 26540 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 299828 members 
Mstep: Class 16 contains 60587 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 18058 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1974 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 1288 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37620 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1551 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351628.000000 Penalty: 27028.597656
Iteration 421Q: 45 clusters Score -2.835163e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 695 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158348 members 
Mstep: Class 5 contains 13137 members 
Mstep: Class 6 contains 2181 members 
Mstep: Class 7 contains 5178 members 
Mstep: Class 8 contains 4311 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5743 members 
Mstep: Class 11 contains 6484 members 
Mstep: Class 12 contains 26543 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 299831 members 
Mstep: Class 16 contains 60596 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 18066 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1973 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 1287 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37630 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1570 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351702.000000 Penalty: 27028.597656
Iteration 422Q: 45 clusters Score -2.83517e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 697 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158316 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 5156 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5740 members 
Mstep: Class 11 contains 6483 members 
Mstep: Class 12 contains 26548 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 299838 members 
Mstep: Class 16 contains 60601 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 18068 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1973 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3654 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37637 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1604 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351768.000000 Penalty: 27028.597656
Iteration 423Q: 45 clusters Score -2.835177e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 698 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158279 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2177 members 
Mstep: Class 7 contains 5146 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5736 members 
Mstep: Class 11 contains 6486 members 
Mstep: Class 12 contains 26551 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7286 members 
Mstep: Class 15 contains 299854 members 
Mstep: Class 16 contains 60604 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5232 members 
Mstep: Class 22 contains 18069 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1974 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37645 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1636 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351804.000000 Penalty: 27028.597656
Iteration 424Q: 45 clusters Score -2.83518e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 695 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158252 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 5141 members 
Mstep: Class 8 contains 4314 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5735 members 
Mstep: Class 11 contains 6489 members 
Mstep: Class 12 contains 26551 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7284 members 
Mstep: Class 15 contains 299867 members 
Mstep: Class 16 contains 60609 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5231 members 
Mstep: Class 22 contains 18064 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1971 members 
Mstep: Class 25 contains 834 members 
Mstep: Class 26 contains 1283 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37652 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1662 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351776.000000 Penalty: 27028.597656
Iteration 425Q: 45 clusters Score -2.835178e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 694 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158218 members 
Mstep: Class 5 contains 13137 members 
Mstep: Class 6 contains 2172 members 
Mstep: Class 7 contains 5139 members 
Mstep: Class 8 contains 4316 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5735 members 
Mstep: Class 11 contains 6493 members 
Mstep: Class 12 contains 26549 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7281 members 
Mstep: Class 15 contains 299885 members 
Mstep: Class 16 contains 60611 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5229 members 
Mstep: Class 22 contains 18067 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1971 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 1282 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37662 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1675 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351734.000000 Penalty: 27028.597656
Iteration 426Q: 45 clusters Score -2.835173e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158186 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2172 members 
Mstep: Class 7 contains 5133 members 
Mstep: Class 8 contains 4315 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5734 members 
Mstep: Class 11 contains 6496 members 
Mstep: Class 12 contains 26549 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7279 members 
Mstep: Class 15 contains 299908 members 
Mstep: Class 16 contains 60618 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5229 members 
Mstep: Class 22 contains 18067 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1971 members 
Mstep: Class 25 contains 829 members 
Mstep: Class 26 contains 1283 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37668 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351704.000000 Penalty: 27028.597656
Iteration 427Q: 45 clusters Score -2.83517e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158147 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2174 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 4315 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5734 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 26553 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7278 members 
Mstep: Class 15 contains 299928 members 
Mstep: Class 16 contains 60620 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5228 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1971 members 
Mstep: Class 25 contains 825 members 
Mstep: Class 26 contains 1283 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37674 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1698 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351750.000000 Penalty: 27028.597656
Iteration 428Q: 45 clusters Score -2.835175e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158118 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 5109 members 
Mstep: Class 8 contains 4315 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5734 members 
Mstep: Class 11 contains 6501 members 
Mstep: Class 12 contains 26552 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7277 members 
Mstep: Class 15 contains 299942 members 
Mstep: Class 16 contains 60618 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5226 members 
Mstep: Class 22 contains 18092 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1972 members 
Mstep: Class 25 contains 821 members 
Mstep: Class 26 contains 1283 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37685 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1705 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351732.000000 Penalty: 27028.597656
Iteration 429Q: 45 clusters Score -2.835173e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158093 members 
Mstep: Class 5 contains 13137 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 5092 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5734 members 
Mstep: Class 11 contains 6501 members 
Mstep: Class 12 contains 26556 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7279 members 
Mstep: Class 15 contains 299951 members 
Mstep: Class 16 contains 60621 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 18103 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1972 members 
Mstep: Class 25 contains 820 members 
Mstep: Class 26 contains 1283 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37693 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1716 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351738.000000 Penalty: 27028.597656
Iteration 430Q: 45 clusters Score -2.835174e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158070 members 
Mstep: Class 5 contains 13137 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 5073 members 
Mstep: Class 8 contains 4311 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5734 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 26559 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7280 members 
Mstep: Class 15 contains 299965 members 
Mstep: Class 16 contains 60629 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5222 members 
Mstep: Class 22 contains 18114 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1971 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37697 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1723 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351700.000000 Penalty: 27028.597656
Iteration 431Q: 45 clusters Score -2.83517e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158040 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 5063 members 
Mstep: Class 8 contains 4308 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5734 members 
Mstep: Class 11 contains 6503 members 
Mstep: Class 12 contains 26561 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7281 members 
Mstep: Class 15 contains 299986 members 
Mstep: Class 16 contains 60631 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5220 members 
Mstep: Class 22 contains 18126 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1971 members 
Mstep: Class 25 contains 814 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37702 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1725 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351686.000000 Penalty: 27028.597656
Iteration 432Q: 45 clusters Score -2.835169e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 158009 members 
Mstep: Class 5 contains 13137 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 4305 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5734 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 26564 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7278 members 
Mstep: Class 15 contains 300000 members 
Mstep: Class 16 contains 60632 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5220 members 
Mstep: Class 22 contains 18136 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1971 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1286 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37711 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1738 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351716.000000 Penalty: 27028.597656
Iteration 433Q: 45 clusters Score -2.835172e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157986 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 4303 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5733 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 26567 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 300014 members 
Mstep: Class 16 contains 60635 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5218 members 
Mstep: Class 22 contains 18140 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1970 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1287 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37714 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1757 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351718.000000 Penalty: 27028.597656
Iteration 434Q: 45 clusters Score -2.835172e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157960 members 
Mstep: Class 5 contains 13137 members 
Mstep: Class 6 contains 2172 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 4303 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5733 members 
Mstep: Class 11 contains 6503 members 
Mstep: Class 12 contains 26569 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7275 members 
Mstep: Class 15 contains 300019 members 
Mstep: Class 16 contains 60635 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5215 members 
Mstep: Class 22 contains 18143 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1968 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 1286 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37716 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1782 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351744.000000 Penalty: 27028.597656
Iteration 435Q: 45 clusters Score -2.835174e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157932 members 
Mstep: Class 5 contains 13137 members 
Mstep: Class 6 contains 2171 members 
Mstep: Class 7 contains 5032 members 
Mstep: Class 8 contains 4303 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5733 members 
Mstep: Class 11 contains 6504 members 
Mstep: Class 12 contains 26570 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7274 members 
Mstep: Class 15 contains 300026 members 
Mstep: Class 16 contains 60638 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5216 members 
Mstep: Class 22 contains 18141 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1966 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37722 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1804 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351726.000000 Penalty: 27028.597656
Iteration 436Q: 45 clusters Score -2.835173e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157910 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2170 members 
Mstep: Class 7 contains 5023 members 
Mstep: Class 8 contains 4303 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5733 members 
Mstep: Class 11 contains 6504 members 
Mstep: Class 12 contains 26572 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7274 members 
Mstep: Class 15 contains 300029 members 
Mstep: Class 16 contains 60643 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5216 members 
Mstep: Class 22 contains 18140 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1967 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37730 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1820 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351694.000000 Penalty: 27028.597656
Iteration 437Q: 45 clusters Score -2.835169e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157886 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2168 members 
Mstep: Class 7 contains 5014 members 
Mstep: Class 8 contains 4303 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5733 members 
Mstep: Class 11 contains 6504 members 
Mstep: Class 12 contains 26571 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 300030 members 
Mstep: Class 16 contains 60653 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5222 members 
Mstep: Class 22 contains 18144 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1967 members 
Mstep: Class 25 contains 809 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37737 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1828 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351704.000000 Penalty: 27028.597656
Iteration 438Q: 45 clusters Score -2.83517e+07 nChanged 49
Entering ConstructFrom: 
Score: -28351704.000000 Penalty: 27028.597656
Entering ConstructFrom: 
Trying to split cluster 1 (3073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Entering Unmasked Estep 
Score: -117884.617188 Penalty: 365.383636
	Iteration 0F: 2 clusters Score -117884.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -115862.421875 Penalty: 730.767273
	Iteration 0F: 3 clusters Score -115862.4 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -116618.929688 Penalty: 730.767273
	Iteration 1F: 3 clusters Score -116618.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -116737.507812 Penalty: 730.767273
	Iteration 2F: 3 clusters Score -116737.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -116823.382812 Penalty: 730.767273
	Iteration 3F: 3 clusters Score -116823.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -116885.335938 Penalty: 730.767273
	Iteration 4Q: 3 clusters Score -116885.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -116935.132812 Penalty: 730.767273
	Iteration 5Q: 3 clusters Score -116935.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -116987.562500 Penalty: 730.767273
	Iteration 6Q: 3 clusters Score -116987.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -117029.375000 Penalty: 730.767273
	Iteration 7Q: 3 clusters Score -117029.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -117071.351562 Penalty: 730.767273
	Iteration 8Q: 3 clusters Score -117071.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -117105.320312 Penalty: 730.767273
	Iteration 9Q: 3 clusters Score -117105.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -117130.031250 Penalty: 730.767273
	Iteration 10Q: 3 clusters Score -117130 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -117154.273438 Penalty: 730.767273
	Iteration 11Q: 3 clusters Score -117154.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -117188.148438 Penalty: 730.767273
	Iteration 12Q: 3 clusters Score -117188.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -117225.859375 Penalty: 730.767273
	Iteration 13Q: 3 clusters Score -117225.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -117262.171875 Penalty: 730.767273
	Iteration 14Q: 3 clusters Score -117262.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -117294.960938 Penalty: 730.767273
	Iteration 15Q: 3 clusters Score -117295 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -117320.906250 Penalty: 730.767273
	Iteration 16Q: 3 clusters Score -117320.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -117344.125000 Penalty: 730.767273
	Iteration 17Q: 3 clusters Score -117344.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -117355.398438 Penalty: 730.767273
	Iteration 18Q: 3 clusters Score -117355.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -117366.031250 Penalty: 730.767273
	Iteration 19Q: 3 clusters Score -117366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -117378.929688 Penalty: 730.767273
	Iteration 20F: 3 clusters Score -117378.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -117388.375000 Penalty: 730.767273
	Iteration 21Q: 3 clusters Score -117388.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -117394.976562 Penalty: 730.767273
	Iteration 22Q: 3 clusters Score -117395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -117397.789062 Penalty: 730.767273
	Iteration 23Q: 3 clusters Score -117397.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -117400.500000 Penalty: 730.767273
	Iteration 24Q: 3 clusters Score -117400.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -117404.750000 Penalty: 730.767273
	Iteration 25Q: 3 clusters Score -117404.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -117411.648438 Penalty: 730.767273
	Iteration 26Q: 3 clusters Score -117411.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -117427.460938 Penalty: 730.767273
	Iteration 27Q: 3 clusters Score -117427.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -117450.320312 Penalty: 730.767273
	Iteration 28Q: 3 clusters Score -117450.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117472.484375 Penalty: 730.767273
	Iteration 29Q: 3 clusters Score -117472.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -117486.718750 Penalty: 730.767273
	Iteration 30Q: 3 clusters Score -117486.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -117497.609375 Penalty: 730.767273
	Iteration 31Q: 3 clusters Score -117497.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -117511.789062 Penalty: 730.767273
	Iteration 32Q: 3 clusters Score -117511.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -117519.234375 Penalty: 730.767273
	Iteration 33Q: 3 clusters Score -117519.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -117525.414062 Penalty: 730.767273
	Iteration 34Q: 3 clusters Score -117525.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -117532.609375 Penalty: 730.767273
	Iteration 35Q: 3 clusters Score -117532.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -117539.734375 Penalty: 730.767273
	Iteration 36Q: 3 clusters Score -117539.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -117544.125000 Penalty: 730.767273
	Iteration 37Q: 3 clusters Score -117544.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -117548.976562 Penalty: 730.767273
	Iteration 38Q: 3 clusters Score -117549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -117554.210938 Penalty: 730.767273
	Iteration 39Q: 3 clusters Score -117554.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -117560.171875 Penalty: 730.767273
	Iteration 40F: 3 clusters Score -117560.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -117562.984375 Penalty: 730.767273
	Iteration 41Q: 3 clusters Score -117563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -117564.445312 Penalty: 730.767273
	Iteration 42Q: 3 clusters Score -117564.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -117565.570312 Penalty: 730.767273
	Iteration 43Q: 3 clusters Score -117565.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -117565.468750 Penalty: 730.767273
	Iteration 44Q: 3 clusters Score -117565.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -117565.468750 Penalty: 730.767273
	Iteration 45F: 3 clusters Score -117565.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -26349.410156 Penalty: 296.822083
	Iteration 0F: 2 clusters Score -26349.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -25738.361328 Penalty: 593.644165
	Iteration 0F: 3 clusters Score -25738.36 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25915.507812 Penalty: 593.644165
	Iteration 1F: 3 clusters Score -25915.51 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25971.417969 Penalty: 593.644165
	Iteration 2F: 3 clusters Score -25971.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26002.986328 Penalty: 593.644165
	Iteration 3Q: 3 clusters Score -26002.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26019.566406 Penalty: 593.644165
	Iteration 4Q: 3 clusters Score -26019.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26026.535156 Penalty: 593.644165
	Iteration 5Q: 3 clusters Score -26026.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26034.476562 Penalty: 593.644165
	Iteration 6Q: 3 clusters Score -26034.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26041.824219 Penalty: 593.644165
	Iteration 7Q: 3 clusters Score -26041.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26045.962891 Penalty: 593.644165
	Iteration 8Q: 3 clusters Score -26045.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26049.214844 Penalty: 593.644165
	Iteration 9Q: 3 clusters Score -26049.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26050.982422 Penalty: 593.644165
	Iteration 10Q: 3 clusters Score -26050.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26055.953125 Penalty: 593.644165
	Iteration 11Q: 3 clusters Score -26055.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26058.820312 Penalty: 593.644165
	Iteration 12Q: 3 clusters Score -26058.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26062.117188 Penalty: 593.644165
	Iteration 13Q: 3 clusters Score -26062.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26064.597656 Penalty: 593.644165
	Iteration 14Q: 3 clusters Score -26064.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26065.382812 Penalty: 593.644165
	Iteration 15Q: 3 clusters Score -26065.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26070.685547 Penalty: 593.644165
	Iteration 16Q: 3 clusters Score -26070.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26073.494141 Penalty: 593.644165
	Iteration 17Q: 3 clusters Score -26073.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26077.126953 Penalty: 593.644165
	Iteration 18Q: 3 clusters Score -26077.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26087.353516 Penalty: 593.644165
	Iteration 19Q: 3 clusters Score -26087.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26097.408203 Penalty: 593.644165
	Iteration 20F: 3 clusters Score -26097.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26101.187500 Penalty: 593.644165
	Iteration 21Q: 3 clusters Score -26101.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26105.261719 Penalty: 593.644165
	Iteration 22Q: 3 clusters Score -26105.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26107.277344 Penalty: 593.644165
	Iteration 23Q: 3 clusters Score -26107.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26107.849609 Penalty: 593.644165
	Iteration 24Q: 3 clusters Score -26107.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26108.509766 Penalty: 593.644165
	Iteration 25Q: 3 clusters Score -26108.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26108.708984 Penalty: 593.644165
	Iteration 26Q: 3 clusters Score -26108.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26108.708984 Penalty: 593.644165
	Iteration 27F: 3 clusters Score -26108.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -51468.761719 Penalty: 330.417694
	Iteration 0F: 2 clusters Score -51468.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -50387.238281 Penalty: 660.835388
	Iteration 0F: 3 clusters Score -50387.24 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -50766.097656 Penalty: 660.835388
	Iteration 1F: 3 clusters Score -50766.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -50860.640625 Penalty: 660.835388
	Iteration 2F: 3 clusters Score -50860.64 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -50943.074219 Penalty: 660.835388
	Iteration 3F: 3 clusters Score -50943.07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -51025.222656 Penalty: 660.835388
	Iteration 4F: 3 clusters Score -51025.22 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -51104.273438 Penalty: 660.835388
	Iteration 5F: 3 clusters Score -51104.27 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -51163.039062 Penalty: 660.835388
	Iteration 6Q: 3 clusters Score -51163.04 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -51224.792969 Penalty: 660.835388
	Iteration 7Q: 3 clusters Score -51224.79 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -51257.644531 Penalty: 660.835388
	Iteration 8Q: 3 clusters Score -51257.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -51280.355469 Penalty: 660.835388
	Iteration 9Q: 3 clusters Score -51280.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -51293.960938 Penalty: 660.835388
	Iteration 10Q: 3 clusters Score -51293.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -51307.523438 Penalty: 660.835388
	Iteration 11Q: 3 clusters Score -51307.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -51326.304688 Penalty: 660.835388
	Iteration 12Q: 3 clusters Score -51326.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -51346.878906 Penalty: 660.835388
	Iteration 13Q: 3 clusters Score -51346.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -51358.957031 Penalty: 660.835388
	Iteration 14Q: 3 clusters Score -51358.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -51369.808594 Penalty: 660.835388
	Iteration 15Q: 3 clusters Score -51369.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -51382.261719 Penalty: 660.835388
	Iteration 16Q: 3 clusters Score -51382.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -51396.527344 Penalty: 660.835388
	Iteration 17Q: 3 clusters Score -51396.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -51403.710938 Penalty: 660.835388
	Iteration 18Q: 3 clusters Score -51403.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -51410.085938 Penalty: 660.835388
	Iteration 19Q: 3 clusters Score -51410.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -51415.328125 Penalty: 660.835388
	Iteration 20F: 3 clusters Score -51415.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -51418.234375 Penalty: 660.835388
	Iteration 21Q: 3 clusters Score -51418.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -51422.226562 Penalty: 660.835388
	Iteration 22Q: 3 clusters Score -51422.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -51424.542969 Penalty: 660.835388
	Iteration 23Q: 3 clusters Score -51424.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -51424.878906 Penalty: 660.835388
	Iteration 24Q: 3 clusters Score -51424.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -51425.187500 Penalty: 660.835388
	Iteration 25Q: 3 clusters Score -51425.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -51425.339844 Penalty: 660.835388
	Iteration 26Q: 3 clusters Score -51425.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -51425.339844 Penalty: 660.835388
	Iteration 27F: 3 clusters Score -51425.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (157867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157867 members 
Entering Unmasked Estep 
Score: -6559100.500000 Penalty: 544.612610
	Iteration 0F: 2 clusters Score -6559100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78863 members 
Mstep: Class 2 contains 79004 members 
Entering Unmasked Estep 
Score: -6451593.500000 Penalty: 1089.225220
	Iteration 0F: 3 clusters Score -6451594 nChanged 77765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72358 members 
Mstep: Class 2 contains 85509 members 
Entering Unmasked Estep 
Score: -6499714.500000 Penalty: 1089.225220
	Iteration 1F: 3 clusters Score -6499714 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68917 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -6502578.000000 Penalty: 1089.225220
	Iteration 2Q: 3 clusters Score -6502578 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64143 members 
Mstep: Class 2 contains 93724 members 
Entering Unmasked Estep 
Score: -6506902.500000 Penalty: 1089.225220
	Iteration 3F: 3 clusters Score -6506902 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58106 members 
Mstep: Class 2 contains 99761 members 
Entering Unmasked Estep 
Score: -6513494.500000 Penalty: 1089.225220
	Iteration 4F: 3 clusters Score -6513494 nChanged 10178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 106267 members 
Entering Unmasked Estep 
Score: -6522203.500000 Penalty: 1089.225220
	Iteration 5F: 3 clusters Score -6522204 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 111671 members 
Entering Unmasked Estep 
Score: -6530296.000000 Penalty: 1089.225220
	Iteration 6F: 3 clusters Score -6530296 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 115738 members 
Entering Unmasked Estep 
Score: -6534844.500000 Penalty: 1089.225220
	Iteration 7Q: 3 clusters Score -6534844 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 119299 members 
Entering Unmasked Estep 
Score: -6537058.000000 Penalty: 1089.225220
	Iteration 8Q: 3 clusters Score -6537058 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 122793 members 
Entering Unmasked Estep 
Score: -6538596.500000 Penalty: 1089.225220
	Iteration 9Q: 3 clusters Score -6538596 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 126357 members 
Entering Unmasked Estep 
Score: -6540126.500000 Penalty: 1089.225220
	Iteration 10Q: 3 clusters Score -6540126 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 130055 members 
Entering Unmasked Estep 
Score: -6541829.500000 Penalty: 1089.225220
	Iteration 11Q: 3 clusters Score -6541830 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 133831 members 
Entering Unmasked Estep 
Score: -6543713.500000 Penalty: 1089.225220
	Iteration 12Q: 3 clusters Score -6543714 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 137510 members 
Entering Unmasked Estep 
Score: -6545623.500000 Penalty: 1089.225220
	Iteration 13Q: 3 clusters Score -6545624 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 141107 members 
Entering Unmasked Estep 
Score: -6547673.000000 Penalty: 1089.225220
	Iteration 14Q: 3 clusters Score -6547673 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 144425 members 
Entering Unmasked Estep 
Score: -6549769.500000 Penalty: 1089.225220
	Iteration 15Q: 3 clusters Score -6549770 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 147467 members 
Entering Unmasked Estep 
Score: -6551764.000000 Penalty: 1089.225220
	Iteration 16Q: 3 clusters Score -6551764 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 150176 members 
Entering Unmasked Estep 
Score: -6553567.500000 Penalty: 1089.225220
	Iteration 17Q: 3 clusters Score -6553568 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 152408 members 
Entering Unmasked Estep 
Score: -6555187.500000 Penalty: 1089.225220
	Iteration 18Q: 3 clusters Score -6555188 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 154137 members 
Entering Unmasked Estep 
Score: -6556390.000000 Penalty: 1089.225220
	Iteration 19Q: 3 clusters Score -6556390 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 155383 members 
Entering Unmasked Estep 
Score: -6557211.000000 Penalty: 1089.225220
	Iteration 20F: 3 clusters Score -6557211 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 156224 members 
Entering Unmasked Estep 
Score: -6557751.500000 Penalty: 1089.225220
	Iteration 21Q: 3 clusters Score -6557752 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 156747 members 
Entering Unmasked Estep 
Score: -6558134.500000 Penalty: 1089.225220
	Iteration 22Q: 3 clusters Score -6558134 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 157093 members 
Entering Unmasked Estep 
Score: -6558366.500000 Penalty: 1089.225220
	Iteration 23Q: 3 clusters Score -6558366 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 157278 members 
Entering Unmasked Estep 
Score: -6558467.000000 Penalty: 1089.225220
	Iteration 24Q: 3 clusters Score -6558467 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 157393 members 
Entering Unmasked Estep 
Score: -6558542.000000 Penalty: 1089.225220
	Iteration 25Q: 3 clusters Score -6558542 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 157466 members 
Entering Unmasked Estep 
Score: -6558584.500000 Penalty: 1089.225220
	Iteration 26Q: 3 clusters Score -6558584 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 157512 members 
Entering Unmasked Estep 
Score: -6558619.500000 Penalty: 1089.225220
	Iteration 27Q: 3 clusters Score -6558620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 157545 members 
Entering Unmasked Estep 
Score: -6558635.500000 Penalty: 1089.225220
	Iteration 28Q: 3 clusters Score -6558636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 157563 members 
Entering Unmasked Estep 
Score: -6558646.500000 Penalty: 1089.225220
	Iteration 29Q: 3 clusters Score -6558646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 157577 members 
Entering Unmasked Estep 
Score: -6558660.500000 Penalty: 1089.225220
	Iteration 30Q: 3 clusters Score -6558660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 157592 members 
Entering Unmasked Estep 
Score: -6558672.000000 Penalty: 1089.225220
	Iteration 31Q: 3 clusters Score -6558672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 157595 members 
Entering Unmasked Estep 
Score: -6558676.500000 Penalty: 1089.225220
	Iteration 32Q: 3 clusters Score -6558676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 157600 members 
Entering Unmasked Estep 
Score: -6558674.500000 Penalty: 1089.225220
	Iteration 33Q: 3 clusters Score -6558674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 157600 members 
Entering Unmasked Estep 
Score: -6558676.000000 Penalty: 1089.225220
	Iteration 34Q: 3 clusters Score -6558676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 157601 members 
Entering Unmasked Estep 
Score: -6558677.500000 Penalty: 1089.225220
	Iteration 35Q: 3 clusters Score -6558678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 157600 members 
Entering Unmasked Estep 
Score: -6558677.500000 Penalty: 1089.225220
	Iteration 36Q: 3 clusters Score -6558678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 157599 members 
Entering Unmasked Estep 
Score: -6558679.000000 Penalty: 1089.225220
	Iteration 37Q: 3 clusters Score -6558679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 157599 members 
Entering Unmasked Estep 
Score: -6558679.000000 Penalty: 1089.225220
	Iteration 38F: 3 clusters Score -6558679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Entering Unmasked Estep 
Score: -511872.187500 Penalty: 431.491974
	Iteration 0F: 2 clusters Score -511872.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -503013.906250 Penalty: 862.983948
	Iteration 0F: 3 clusters Score -503013.9 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -506721.562500 Penalty: 862.983948
	Iteration 1F: 3 clusters Score -506721.6 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -507085.406250 Penalty: 862.983948
	Iteration 2F: 3 clusters Score -507085.4 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -507487.562500 Penalty: 862.983948
	Iteration 3F: 3 clusters Score -507487.6 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -507967.187500 Penalty: 862.983948
	Iteration 4F: 3 clusters Score -507967.2 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -508531.375000 Penalty: 862.983948
	Iteration 5F: 3 clusters Score -508531.4 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -509075.250000 Penalty: 862.983948
	Iteration 6F: 3 clusters Score -509075.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -509480.750000 Penalty: 862.983948
	Iteration 7F: 3 clusters Score -509480.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -509671.781250 Penalty: 862.983948
	Iteration 8Q: 3 clusters Score -509671.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -509755.687500 Penalty: 862.983948
	Iteration 9Q: 3 clusters Score -509755.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -509794.031250 Penalty: 862.983948
	Iteration 10Q: 3 clusters Score -509794 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -509832.218750 Penalty: 862.983948
	Iteration 11Q: 3 clusters Score -509832.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -509868.406250 Penalty: 862.983948
	Iteration 12Q: 3 clusters Score -509868.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -509908.718750 Penalty: 862.983948
	Iteration 13Q: 3 clusters Score -509908.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -509946.906250 Penalty: 862.983948
	Iteration 14Q: 3 clusters Score -509946.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -509984.750000 Penalty: 862.983948
	Iteration 15Q: 3 clusters Score -509984.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -510014.843750 Penalty: 862.983948
	Iteration 16Q: 3 clusters Score -510014.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -510048.187500 Penalty: 862.983948
	Iteration 17Q: 3 clusters Score -510048.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -510084.531250 Penalty: 862.983948
	Iteration 18Q: 3 clusters Score -510084.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -510129.531250 Penalty: 862.983948
	Iteration 19Q: 3 clusters Score -510129.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -510161.843750 Penalty: 862.983948
	Iteration 20F: 3 clusters Score -510161.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -510187.156250 Penalty: 862.983948
	Iteration 21Q: 3 clusters Score -510187.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -510216.156250 Penalty: 862.983948
	Iteration 22Q: 3 clusters Score -510216.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -510253.000000 Penalty: 862.983948
	Iteration 23Q: 3 clusters Score -510253 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -510285.156250 Penalty: 862.983948
	Iteration 24Q: 3 clusters Score -510285.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -510315.281250 Penalty: 862.983948
	Iteration 25Q: 3 clusters Score -510315.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -510348.812500 Penalty: 862.983948
	Iteration 26Q: 3 clusters Score -510348.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -510377.031250 Penalty: 862.983948
	Iteration 27Q: 3 clusters Score -510377 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -510410.906250 Penalty: 862.983948
	Iteration 28Q: 3 clusters Score -510410.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -510450.218750 Penalty: 862.983948
	Iteration 29Q: 3 clusters Score -510450.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -510492.343750 Penalty: 862.983948
	Iteration 30Q: 3 clusters Score -510492.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -510544.312500 Penalty: 862.983948
	Iteration 31Q: 3 clusters Score -510544.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -510588.250000 Penalty: 862.983948
	Iteration 32Q: 3 clusters Score -510588.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -510636.156250 Penalty: 862.983948
	Iteration 33Q: 3 clusters Score -510636.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -510684.187500 Penalty: 862.983948
	Iteration 34Q: 3 clusters Score -510684.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -510734.250000 Penalty: 862.983948
	Iteration 35Q: 3 clusters Score -510734.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -510775.593750 Penalty: 862.983948
	Iteration 36Q: 3 clusters Score -510775.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -510831.281250 Penalty: 862.983948
	Iteration 37Q: 3 clusters Score -510831.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -510882.718750 Penalty: 862.983948
	Iteration 38Q: 3 clusters Score -510882.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -510936.562500 Penalty: 862.983948
	Iteration 39Q: 3 clusters Score -510936.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -510989.750000 Penalty: 862.983948
	Iteration 40F: 3 clusters Score -510989.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -511038.812500 Penalty: 862.983948
	Iteration 41Q: 3 clusters Score -511038.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -511080.656250 Penalty: 862.983948
	Iteration 42Q: 3 clusters Score -511080.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -511114.406250 Penalty: 862.983948
	Iteration 43Q: 3 clusters Score -511114.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -511153.750000 Penalty: 862.983948
	Iteration 44Q: 3 clusters Score -511153.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -511192.562500 Penalty: 862.983948
	Iteration 45Q: 3 clusters Score -511192.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -511234.156250 Penalty: 862.983948
	Iteration 46Q: 3 clusters Score -511234.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -511279.156250 Penalty: 862.983948
	Iteration 47Q: 3 clusters Score -511279.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -511323.843750 Penalty: 862.983948
	Iteration 48Q: 3 clusters Score -511323.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -511361.000000 Penalty: 862.983948
	Iteration 49Q: 3 clusters Score -511361 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -511382.125000 Penalty: 862.983948
	Iteration 50Q: 3 clusters Score -511382.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -511406.218750 Penalty: 862.983948
	Iteration 51Q: 3 clusters Score -511406.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -511430.875000 Penalty: 862.983948
	Iteration 52Q: 3 clusters Score -511430.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -511445.343750 Penalty: 862.983948
	Iteration 53Q: 3 clusters Score -511445.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -511459.468750 Penalty: 862.983948
	Iteration 54Q: 3 clusters Score -511459.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -511474.125000 Penalty: 862.983948
	Iteration 55Q: 3 clusters Score -511474.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -511484.718750 Penalty: 862.983948
	Iteration 56Q: 3 clusters Score -511484.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -511494.062500 Penalty: 862.983948
	Iteration 57Q: 3 clusters Score -511494.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -511501.781250 Penalty: 862.983948
	Iteration 58Q: 3 clusters Score -511501.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -511507.875000 Penalty: 862.983948
	Iteration 59Q: 3 clusters Score -511507.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -511512.281250 Penalty: 862.983948
	Iteration 60F: 3 clusters Score -511512.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -511515.656250 Penalty: 862.983948
	Iteration 61Q: 3 clusters Score -511515.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -511518.031250 Penalty: 862.983948
	Iteration 62Q: 3 clusters Score -511518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -511520.281250 Penalty: 862.983948
	Iteration 63Q: 3 clusters Score -511520.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -511520.281250 Penalty: 862.983948
	Iteration 64F: 3 clusters Score -511520.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Entering Unmasked Estep 
Score: -88514.085938 Penalty: 349.531982
	Iteration 0F: 2 clusters Score -88514.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -86978.320312 Penalty: 699.063965
	Iteration 0F: 3 clusters Score -86978.32 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -87519.921875 Penalty: 699.063965
	Iteration 1F: 3 clusters Score -87519.92 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -87598.093750 Penalty: 699.063965
	Iteration 2F: 3 clusters Score -87598.09 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -87644.140625 Penalty: 699.063965
	Iteration 3F: 3 clusters Score -87644.14 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -87673.820312 Penalty: 699.063965
	Iteration 4Q: 3 clusters Score -87673.82 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -87708.570312 Penalty: 699.063965
	Iteration 5Q: 3 clusters Score -87708.57 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -87760.234375 Penalty: 699.063965
	Iteration 6Q: 3 clusters Score -87760.23 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -87816.109375 Penalty: 699.063965
	Iteration 7Q: 3 clusters Score -87816.11 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -87882.484375 Penalty: 699.063965
	Iteration 8Q: 3 clusters Score -87882.48 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -87960.570312 Penalty: 699.063965
	Iteration 9Q: 3 clusters Score -87960.57 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -88020.054688 Penalty: 699.063965
	Iteration 10Q: 3 clusters Score -88020.05 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -88059.429688 Penalty: 699.063965
	Iteration 11Q: 3 clusters Score -88059.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -88078.351562 Penalty: 699.063965
	Iteration 12Q: 3 clusters Score -88078.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -88094.296875 Penalty: 699.063965
	Iteration 13Q: 3 clusters Score -88094.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -88115.867188 Penalty: 699.063965
	Iteration 14Q: 3 clusters Score -88115.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -88130.570312 Penalty: 699.063965
	Iteration 15Q: 3 clusters Score -88130.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -88139.898438 Penalty: 699.063965
	Iteration 16Q: 3 clusters Score -88139.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -88145.484375 Penalty: 699.063965
	Iteration 17Q: 3 clusters Score -88145.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -88150.757812 Penalty: 699.063965
	Iteration 18Q: 3 clusters Score -88150.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -88156.843750 Penalty: 699.063965
	Iteration 19Q: 3 clusters Score -88156.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -88164.898438 Penalty: 699.063965
	Iteration 20F: 3 clusters Score -88164.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -88170.937500 Penalty: 699.063965
	Iteration 21Q: 3 clusters Score -88170.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -88176.664062 Penalty: 699.063965
	Iteration 22Q: 3 clusters Score -88176.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -88182.757812 Penalty: 699.063965
	Iteration 23Q: 3 clusters Score -88182.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -88186.539062 Penalty: 699.063965
	Iteration 24Q: 3 clusters Score -88186.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -88189.656250 Penalty: 699.063965
	Iteration 25Q: 3 clusters Score -88189.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -88191.187500 Penalty: 699.063965
	Iteration 26Q: 3 clusters Score -88191.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -88193.781250 Penalty: 699.063965
	Iteration 27Q: 3 clusters Score -88193.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -88195.390625 Penalty: 699.063965
	Iteration 28Q: 3 clusters Score -88195.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -88195.390625 Penalty: 699.063965
	Iteration 29F: 3 clusters Score -88195.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Entering Unmasked Estep 
Score: -199480.718750 Penalty: 387.614105
	Iteration 0F: 2 clusters Score -199480.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -196068.046875 Penalty: 775.228210
	Iteration 0F: 3 clusters Score -196068 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -197410.046875 Penalty: 775.228210
	Iteration 1F: 3 clusters Score -197410 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -197561.750000 Penalty: 775.228210
	Iteration 2F: 3 clusters Score -197561.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -197705.031250 Penalty: 775.228210
	Iteration 3F: 3 clusters Score -197705 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -197853.250000 Penalty: 775.228210
	Iteration 4F: 3 clusters Score -197853.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -197986.859375 Penalty: 775.228210
	Iteration 5Q: 3 clusters Score -197986.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -198106.062500 Penalty: 775.228210
	Iteration 6Q: 3 clusters Score -198106.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -198212.906250 Penalty: 775.228210
	Iteration 7Q: 3 clusters Score -198212.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -198299.687500 Penalty: 775.228210
	Iteration 8Q: 3 clusters Score -198299.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -198376.593750 Penalty: 775.228210
	Iteration 9Q: 3 clusters Score -198376.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -198465.859375 Penalty: 775.228210
	Iteration 10Q: 3 clusters Score -198465.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -198539.421875 Penalty: 775.228210
	Iteration 11Q: 3 clusters Score -198539.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -198604.937500 Penalty: 775.228210
	Iteration 12Q: 3 clusters Score -198604.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -198670.062500 Penalty: 775.228210
	Iteration 13Q: 3 clusters Score -198670.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -198732.843750 Penalty: 775.228210
	Iteration 14Q: 3 clusters Score -198732.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -198785.062500 Penalty: 775.228210
	Iteration 15Q: 3 clusters Score -198785.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -198840.171875 Penalty: 775.228210
	Iteration 16Q: 3 clusters Score -198840.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -198892.906250 Penalty: 775.228210
	Iteration 17Q: 3 clusters Score -198892.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -198933.281250 Penalty: 775.228210
	Iteration 18Q: 3 clusters Score -198933.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -198974.421875 Penalty: 775.228210
	Iteration 19Q: 3 clusters Score -198974.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -199007.546875 Penalty: 775.228210
	Iteration 20F: 3 clusters Score -199007.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -199040.718750 Penalty: 775.228210
	Iteration 21Q: 3 clusters Score -199040.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -199069.734375 Penalty: 775.228210
	Iteration 22Q: 3 clusters Score -199069.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -199084.562500 Penalty: 775.228210
	Iteration 23Q: 3 clusters Score -199084.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -199092.812500 Penalty: 775.228210
	Iteration 24Q: 3 clusters Score -199092.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -199099.500000 Penalty: 775.228210
	Iteration 25Q: 3 clusters Score -199099.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -199108.453125 Penalty: 775.228210
	Iteration 26Q: 3 clusters Score -199108.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -199117.953125 Penalty: 775.228210
	Iteration 27Q: 3 clusters Score -199118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -199126.937500 Penalty: 775.228210
	Iteration 28Q: 3 clusters Score -199126.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -199133.437500 Penalty: 775.228210
	Iteration 29Q: 3 clusters Score -199133.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -199138.812500 Penalty: 775.228210
	Iteration 30Q: 3 clusters Score -199138.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -199143.843750 Penalty: 775.228210
	Iteration 31Q: 3 clusters Score -199143.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -199149.218750 Penalty: 775.228210
	Iteration 32Q: 3 clusters Score -199149.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -199154.015625 Penalty: 775.228210
	Iteration 33Q: 3 clusters Score -199154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -199166.968750 Penalty: 775.228210
	Iteration 34Q: 3 clusters Score -199167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -199175.828125 Penalty: 775.228210
	Iteration 35Q: 3 clusters Score -199175.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -199187.500000 Penalty: 775.228210
	Iteration 36Q: 3 clusters Score -199187.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -199197.343750 Penalty: 775.228210
	Iteration 37Q: 3 clusters Score -199197.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -199206.562500 Penalty: 775.228210
	Iteration 38Q: 3 clusters Score -199206.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -199213.750000 Penalty: 775.228210
	Iteration 39Q: 3 clusters Score -199213.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -199215.015625 Penalty: 775.228210
	Iteration 40F: 3 clusters Score -199215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -199215.875000 Penalty: 775.228210
	Iteration 41Q: 3 clusters Score -199215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -199216.453125 Penalty: 775.228210
	Iteration 42Q: 3 clusters Score -199216.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -199217.125000 Penalty: 775.228210
	Iteration 43Q: 3 clusters Score -199217.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -199217.250000 Penalty: 775.228210
	Iteration 44Q: 3 clusters Score -199217.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -199217.312500 Penalty: 775.228210
	Iteration 45Q: 3 clusters Score -199217.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -199217.312500 Penalty: 775.228210
	Iteration 46F: 3 clusters Score -199217.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Entering Unmasked Estep 
Score: -171339.093750 Penalty: 380.701569
	Iteration 0F: 2 clusters Score -171339.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -168435.453125 Penalty: 761.403137
	Iteration 0F: 3 clusters Score -168435.5 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -169369.375000 Penalty: 761.403137
	Iteration 1F: 3 clusters Score -169369.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -169541.843750 Penalty: 761.403137
	Iteration 2F: 3 clusters Score -169541.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -169802.218750 Penalty: 761.403137
	Iteration 3F: 3 clusters Score -169802.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -170143.562500 Penalty: 761.403137
	Iteration 4F: 3 clusters Score -170143.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -170481.484375 Penalty: 761.403137
	Iteration 5F: 3 clusters Score -170481.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -170756.906250 Penalty: 761.403137
	Iteration 6F: 3 clusters Score -170756.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -170942.359375 Penalty: 761.403137
	Iteration 7Q: 3 clusters Score -170942.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -171041.750000 Penalty: 761.403137
	Iteration 8Q: 3 clusters Score -171041.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -171101.843750 Penalty: 761.403137
	Iteration 9Q: 3 clusters Score -171101.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -171137.468750 Penalty: 761.403137
	Iteration 10Q: 3 clusters Score -171137.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -171159.140625 Penalty: 761.403137
	Iteration 11Q: 3 clusters Score -171159.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -171174.656250 Penalty: 761.403137
	Iteration 12Q: 3 clusters Score -171174.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -171185.828125 Penalty: 761.403137
	Iteration 13Q: 3 clusters Score -171185.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -171189.578125 Penalty: 761.403137
	Iteration 14Q: 3 clusters Score -171189.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -171193.687500 Penalty: 761.403137
	Iteration 15Q: 3 clusters Score -171193.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -171195.765625 Penalty: 761.403137
	Iteration 16Q: 3 clusters Score -171195.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -171197.671875 Penalty: 761.403137
	Iteration 17Q: 3 clusters Score -171197.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -171199.234375 Penalty: 761.403137
	Iteration 18Q: 3 clusters Score -171199.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -171200.781250 Penalty: 761.403137
	Iteration 19Q: 3 clusters Score -171200.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -171201.750000 Penalty: 761.403137
	Iteration 20F: 3 clusters Score -171201.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -171203.156250 Penalty: 761.403137
	Iteration 21Q: 3 clusters Score -171203.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -171203.812500 Penalty: 761.403137
	Iteration 22Q: 3 clusters Score -171203.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -171204.062500 Penalty: 761.403137
	Iteration 23Q: 3 clusters Score -171204.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -171204.750000 Penalty: 761.403137
	Iteration 24Q: 3 clusters Score -171204.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -171204.906250 Penalty: 761.403137
	Iteration 25Q: 3 clusters Score -171204.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -171204.750000 Penalty: 761.403137
	Iteration 26Q: 3 clusters Score -171204.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -171205.203125 Penalty: 761.403137
	Iteration 27Q: 3 clusters Score -171205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -171205.218750 Penalty: 761.403137
	Iteration 28Q: 3 clusters Score -171205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -171205.203125 Penalty: 761.403137
	Iteration 29Q: 3 clusters Score -171205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -171205.578125 Penalty: 761.403137
	Iteration 30Q: 3 clusters Score -171205.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -171205.468750 Penalty: 761.403137
	Iteration 31Q: 3 clusters Score -171205.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -171205.875000 Penalty: 761.403137
	Iteration 32Q: 3 clusters Score -171205.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -171205.875000 Penalty: 761.403137
	Iteration 33F: 3 clusters Score -171205.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Entering Unmasked Estep 
Score: -79323.460938 Penalty: 345.337769
	Iteration 0F: 2 clusters Score -79323.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -77870.984375 Penalty: 690.675537
	Iteration 0F: 3 clusters Score -77870.98 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -78309.156250 Penalty: 690.675537
	Iteration 1F: 3 clusters Score -78309.16 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -78434.882812 Penalty: 690.675537
	Iteration 2F: 3 clusters Score -78434.88 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -78540.101562 Penalty: 690.675537
	Iteration 3F: 3 clusters Score -78540.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -78633.492188 Penalty: 690.675537
	Iteration 4F: 3 clusters Score -78633.49 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -78712.085938 Penalty: 690.675537
	Iteration 5F: 3 clusters Score -78712.09 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -78764.898438 Penalty: 690.675537
	Iteration 6Q: 3 clusters Score -78764.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -78790.875000 Penalty: 690.675537
	Iteration 7Q: 3 clusters Score -78790.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -78802.890625 Penalty: 690.675537
	Iteration 8Q: 3 clusters Score -78802.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -78811.867188 Penalty: 690.675537
	Iteration 9Q: 3 clusters Score -78811.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -78816.085938 Penalty: 690.675537
	Iteration 10Q: 3 clusters Score -78816.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -78818.085938 Penalty: 690.675537
	Iteration 11Q: 3 clusters Score -78818.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -78820.734375 Penalty: 690.675537
	Iteration 12Q: 3 clusters Score -78820.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -78822.507812 Penalty: 690.675537
	Iteration 13Q: 3 clusters Score -78822.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -78824.468750 Penalty: 690.675537
	Iteration 14Q: 3 clusters Score -78824.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -78827.039062 Penalty: 690.675537
	Iteration 15Q: 3 clusters Score -78827.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -78830.718750 Penalty: 690.675537
	Iteration 16Q: 3 clusters Score -78830.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -78835.882812 Penalty: 690.675537
	Iteration 17Q: 3 clusters Score -78835.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -78841.554688 Penalty: 690.675537
	Iteration 18Q: 3 clusters Score -78841.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -78846.539062 Penalty: 690.675537
	Iteration 19Q: 3 clusters Score -78846.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -78853.414062 Penalty: 690.675537
	Iteration 20F: 3 clusters Score -78853.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -78861.945312 Penalty: 690.675537
	Iteration 21Q: 3 clusters Score -78861.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -78873.703125 Penalty: 690.675537
	Iteration 22Q: 3 clusters Score -78873.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -78884.171875 Penalty: 690.675537
	Iteration 23Q: 3 clusters Score -78884.17 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -78903.718750 Penalty: 690.675537
	Iteration 24Q: 3 clusters Score -78903.72 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -78926.601562 Penalty: 690.675537
	Iteration 25Q: 3 clusters Score -78926.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -78951.359375 Penalty: 690.675537
	Iteration 26Q: 3 clusters Score -78951.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -78972.070312 Penalty: 690.675537
	Iteration 27Q: 3 clusters Score -78972.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -78992.765625 Penalty: 690.675537
	Iteration 28Q: 3 clusters Score -78992.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -79014.734375 Penalty: 690.675537
	Iteration 29Q: 3 clusters Score -79014.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -79024.289062 Penalty: 690.675537
	Iteration 30Q: 3 clusters Score -79024.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -79034.726562 Penalty: 690.675537
	Iteration 31Q: 3 clusters Score -79034.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -79042.710938 Penalty: 690.675537
	Iteration 32Q: 3 clusters Score -79042.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -79050.398438 Penalty: 690.675537
	Iteration 33Q: 3 clusters Score -79050.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -79057.304688 Penalty: 690.675537
	Iteration 34Q: 3 clusters Score -79057.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -79058.656250 Penalty: 690.675537
	Iteration 35Q: 3 clusters Score -79058.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -79059.085938 Penalty: 690.675537
	Iteration 36Q: 3 clusters Score -79059.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -79060.093750 Penalty: 690.675537
	Iteration 37Q: 3 clusters Score -79060.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -79060.414062 Penalty: 690.675537
	Iteration 38Q: 3 clusters Score -79060.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -79060.546875 Penalty: 690.675537
	Iteration 39Q: 3 clusters Score -79060.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -79060.906250 Penalty: 690.675537
	Iteration 40F: 3 clusters Score -79060.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Entering Unmasked Estep 
Score: -235724.015625 Penalty: 393.740875
	Iteration 0F: 2 clusters Score -235724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -231878.906250 Penalty: 787.481750
	Iteration 0F: 3 clusters Score -231878.9 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -233450.125000 Penalty: 787.481750
	Iteration 1F: 3 clusters Score -233450.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -233627.656250 Penalty: 787.481750
	Iteration 2F: 3 clusters Score -233627.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -233795.375000 Penalty: 787.481750
	Iteration 3F: 3 clusters Score -233795.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -233975.453125 Penalty: 787.481750
	Iteration 4F: 3 clusters Score -233975.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -234182.796875 Penalty: 787.481750
	Iteration 5Q: 3 clusters Score -234182.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -234405.515625 Penalty: 787.481750
	Iteration 6F: 3 clusters Score -234405.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -234566.343750 Penalty: 787.481750
	Iteration 7Q: 3 clusters Score -234566.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -234634.828125 Penalty: 787.481750
	Iteration 8Q: 3 clusters Score -234634.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -234666.203125 Penalty: 787.481750
	Iteration 9Q: 3 clusters Score -234666.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -234679.812500 Penalty: 787.481750
	Iteration 10Q: 3 clusters Score -234679.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -234690.984375 Penalty: 787.481750
	Iteration 11Q: 3 clusters Score -234691 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -234698.671875 Penalty: 787.481750
	Iteration 12Q: 3 clusters Score -234698.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -234702.343750 Penalty: 787.481750
	Iteration 13Q: 3 clusters Score -234702.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -234706.812500 Penalty: 787.481750
	Iteration 14Q: 3 clusters Score -234706.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -234711.765625 Penalty: 787.481750
	Iteration 15Q: 3 clusters Score -234711.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -234717.187500 Penalty: 787.481750
	Iteration 16Q: 3 clusters Score -234717.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -234720.421875 Penalty: 787.481750
	Iteration 17Q: 3 clusters Score -234720.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -234722.515625 Penalty: 787.481750
	Iteration 18Q: 3 clusters Score -234722.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -234725.875000 Penalty: 787.481750
	Iteration 19Q: 3 clusters Score -234725.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -234728.234375 Penalty: 787.481750
	Iteration 20F: 3 clusters Score -234728.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -234731.125000 Penalty: 787.481750
	Iteration 21Q: 3 clusters Score -234731.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -234734.093750 Penalty: 787.481750
	Iteration 22Q: 3 clusters Score -234734.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -234737.515625 Penalty: 787.481750
	Iteration 23Q: 3 clusters Score -234737.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -234742.156250 Penalty: 787.481750
	Iteration 24Q: 3 clusters Score -234742.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -234750.484375 Penalty: 787.481750
	Iteration 25Q: 3 clusters Score -234750.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -234757.796875 Penalty: 787.481750
	Iteration 26Q: 3 clusters Score -234757.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -234763.765625 Penalty: 787.481750
	Iteration 27Q: 3 clusters Score -234763.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -234769.812500 Penalty: 787.481750
	Iteration 28Q: 3 clusters Score -234769.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -234777.125000 Penalty: 787.481750
	Iteration 29Q: 3 clusters Score -234777.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -234785.578125 Penalty: 787.481750
	Iteration 30Q: 3 clusters Score -234785.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -234792.703125 Penalty: 787.481750
	Iteration 31Q: 3 clusters Score -234792.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -234800.093750 Penalty: 787.481750
	Iteration 32Q: 3 clusters Score -234800.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -234805.265625 Penalty: 787.481750
	Iteration 33Q: 3 clusters Score -234805.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -234810.796875 Penalty: 787.481750
	Iteration 34Q: 3 clusters Score -234810.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -234816.390625 Penalty: 787.481750
	Iteration 35Q: 3 clusters Score -234816.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -234820.890625 Penalty: 787.481750
	Iteration 36Q: 3 clusters Score -234820.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -234823.937500 Penalty: 787.481750
	Iteration 37Q: 3 clusters Score -234823.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -234827.171875 Penalty: 787.481750
	Iteration 38Q: 3 clusters Score -234827.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -234830.500000 Penalty: 787.481750
	Iteration 39Q: 3 clusters Score -234830.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -234835.031250 Penalty: 787.481750
	Iteration 40F: 3 clusters Score -234835 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -234842.296875 Penalty: 787.481750
	Iteration 41Q: 3 clusters Score -234842.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -234851.500000 Penalty: 787.481750
	Iteration 42Q: 3 clusters Score -234851.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -234861.453125 Penalty: 787.481750
	Iteration 43Q: 3 clusters Score -234861.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -234869.953125 Penalty: 787.481750
	Iteration 44Q: 3 clusters Score -234870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -234880.140625 Penalty: 787.481750
	Iteration 45Q: 3 clusters Score -234880.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -234888.921875 Penalty: 787.481750
	Iteration 46Q: 3 clusters Score -234888.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -234897.718750 Penalty: 787.481750
	Iteration 47Q: 3 clusters Score -234897.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -234909.609375 Penalty: 787.481750
	Iteration 48Q: 3 clusters Score -234909.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -234926.718750 Penalty: 787.481750
	Iteration 49Q: 3 clusters Score -234926.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -234941.515625 Penalty: 787.481750
	Iteration 50Q: 3 clusters Score -234941.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -234955.984375 Penalty: 787.481750
	Iteration 51Q: 3 clusters Score -234956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -234968.375000 Penalty: 787.481750
	Iteration 52Q: 3 clusters Score -234968.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -234985.390625 Penalty: 787.481750
	Iteration 53Q: 3 clusters Score -234985.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -235006.437500 Penalty: 787.481750
	Iteration 54Q: 3 clusters Score -235006.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -235029.234375 Penalty: 787.481750
	Iteration 55Q: 3 clusters Score -235029.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -235055.843750 Penalty: 787.481750
	Iteration 56Q: 3 clusters Score -235055.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -235080.125000 Penalty: 787.481750
	Iteration 57Q: 3 clusters Score -235080.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -235105.578125 Penalty: 787.481750
	Iteration 58Q: 3 clusters Score -235105.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -235128.109375 Penalty: 787.481750
	Iteration 59Q: 3 clusters Score -235128.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -235152.593750 Penalty: 787.481750
	Iteration 60F: 3 clusters Score -235152.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -235175.453125 Penalty: 787.481750
	Iteration 61Q: 3 clusters Score -235175.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -235196.812500 Penalty: 787.481750
	Iteration 62Q: 3 clusters Score -235196.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -235214.671875 Penalty: 787.481750
	Iteration 63Q: 3 clusters Score -235214.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -235234.937500 Penalty: 787.481750
	Iteration 64Q: 3 clusters Score -235234.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -235255.531250 Penalty: 787.481750
	Iteration 65Q: 3 clusters Score -235255.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -235274.546875 Penalty: 787.481750
	Iteration 66Q: 3 clusters Score -235274.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -235291.078125 Penalty: 787.481750
	Iteration 67Q: 3 clusters Score -235291.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -235308.906250 Penalty: 787.481750
	Iteration 68Q: 3 clusters Score -235308.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -235326.703125 Penalty: 787.481750
	Iteration 69Q: 3 clusters Score -235326.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -235344.937500 Penalty: 787.481750
	Iteration 70Q: 3 clusters Score -235344.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -235366.906250 Penalty: 787.481750
	Iteration 71Q: 3 clusters Score -235366.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -235391.250000 Penalty: 787.481750
	Iteration 72Q: 3 clusters Score -235391.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -235407.062500 Penalty: 787.481750
	Iteration 73Q: 3 clusters Score -235407.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -235416.812500 Penalty: 787.481750
	Iteration 74Q: 3 clusters Score -235416.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -235424.781250 Penalty: 787.481750
	Iteration 75Q: 3 clusters Score -235424.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -235431.515625 Penalty: 787.481750
	Iteration 76Q: 3 clusters Score -235431.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -235435.937500 Penalty: 787.481750
	Iteration 77Q: 3 clusters Score -235435.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -235437.078125 Penalty: 787.481750
	Iteration 78Q: 3 clusters Score -235437.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -235438.328125 Penalty: 787.481750
	Iteration 79Q: 3 clusters Score -235438.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -235439.234375 Penalty: 787.481750
	Iteration 80F: 3 clusters Score -235439.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Entering Unmasked Estep 
Score: -257456.406250 Penalty: 399.518829
	Iteration 0F: 2 clusters Score -257456.4 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 3214 members 
Entering Unmasked Estep 
Score: -253077.578125 Penalty: 799.037659
	Iteration 0F: 3 clusters Score -253077.6 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -254968.078125 Penalty: 799.037659
	Iteration 1F: 3 clusters Score -254968.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -255411.750000 Penalty: 799.037659
	Iteration 2F: 3 clusters Score -255411.8 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -255912.015625 Penalty: 799.037659
	Iteration 3F: 3 clusters Score -255912 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -256364.312500 Penalty: 799.037659
	Iteration 4F: 3 clusters Score -256364.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -256683.328125 Penalty: 799.037659
	Iteration 5F: 3 clusters Score -256683.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -256956.375000 Penalty: 799.037659
	Iteration 6Q: 3 clusters Score -256956.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -257152.265625 Penalty: 799.037659
	Iteration 7Q: 3 clusters Score -257152.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -257220.265625 Penalty: 799.037659
	Iteration 8Q: 3 clusters Score -257220.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -257260.718750 Penalty: 799.037659
	Iteration 9Q: 3 clusters Score -257260.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -257286.171875 Penalty: 799.037659
	Iteration 10Q: 3 clusters Score -257286.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -257301.812500 Penalty: 799.037659
	Iteration 11Q: 3 clusters Score -257301.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -257314.375000 Penalty: 799.037659
	Iteration 12Q: 3 clusters Score -257314.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -257322.203125 Penalty: 799.037659
	Iteration 13Q: 3 clusters Score -257322.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -257326.421875 Penalty: 799.037659
	Iteration 14Q: 3 clusters Score -257326.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -257329.093750 Penalty: 799.037659
	Iteration 15Q: 3 clusters Score -257329.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -257329.875000 Penalty: 799.037659
	Iteration 16Q: 3 clusters Score -257329.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -257330.187500 Penalty: 799.037659
	Iteration 17Q: 3 clusters Score -257330.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -257331.781250 Penalty: 799.037659
	Iteration 18Q: 3 clusters Score -257331.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -257332.234375 Penalty: 799.037659
	Iteration 19Q: 3 clusters Score -257332.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -257332.890625 Penalty: 799.037659
	Iteration 20F: 3 clusters Score -257332.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -257334.109375 Penalty: 799.037659
	Iteration 21Q: 3 clusters Score -257334.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -257334.546875 Penalty: 799.037659
	Iteration 22Q: 3 clusters Score -257334.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -257335.750000 Penalty: 799.037659
	Iteration 23Q: 3 clusters Score -257335.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -257337.875000 Penalty: 799.037659
	Iteration 24Q: 3 clusters Score -257337.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -257338.921875 Penalty: 799.037659
	Iteration 25Q: 3 clusters Score -257338.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -257339.281250 Penalty: 799.037659
	Iteration 26Q: 3 clusters Score -257339.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -257340.343750 Penalty: 799.037659
	Iteration 27Q: 3 clusters Score -257340.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -257340.859375 Penalty: 799.037659
	Iteration 28Q: 3 clusters Score -257340.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -257342.750000 Penalty: 799.037659
	Iteration 29Q: 3 clusters Score -257342.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -257343.312500 Penalty: 799.037659
	Iteration 30Q: 3 clusters Score -257343.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -257343.281250 Penalty: 799.037659
	Iteration 31Q: 3 clusters Score -257343.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -257343.281250 Penalty: 799.037659
	Iteration 32F: 3 clusters Score -257343.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Entering Unmasked Estep 
Score: -1085576.125000 Penalty: 463.532990
	Iteration 0F: 2 clusters Score -1085576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1067829.125000 Penalty: 927.065979
	Iteration 0F: 3 clusters Score -1067829 nChanged 12779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1075277.250000 Penalty: 927.065979
	Iteration 1F: 3 clusters Score -1075277 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1075665.250000 Penalty: 927.065979
	Iteration 2Q: 3 clusters Score -1075665 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1076114.750000 Penalty: 927.065979
	Iteration 3Q: 3 clusters Score -1076115 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1076671.125000 Penalty: 927.065979
	Iteration 4Q: 3 clusters Score -1076671 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1077490.875000 Penalty: 927.065979
	Iteration 5F: 3 clusters Score -1077491 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1078794.250000 Penalty: 927.065979
	Iteration 6F: 3 clusters Score -1078794 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1080575.875000 Penalty: 927.065979
	Iteration 7F: 3 clusters Score -1080576 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1082310.375000 Penalty: 927.065979
	Iteration 8F: 3 clusters Score -1082310 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1083555.375000 Penalty: 927.065979
	Iteration 9F: 3 clusters Score -1083555 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1084286.000000 Penalty: 927.065979
	Iteration 10Q: 3 clusters Score -1084286 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1084711.125000 Penalty: 927.065979
	Iteration 11Q: 3 clusters Score -1084711 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1084891.625000 Penalty: 927.065979
	Iteration 12Q: 3 clusters Score -1084892 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1084972.250000 Penalty: 927.065979
	Iteration 13Q: 3 clusters Score -1084972 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1085029.375000 Penalty: 927.065979
	Iteration 14Q: 3 clusters Score -1085029 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1085066.250000 Penalty: 927.065979
	Iteration 15Q: 3 clusters Score -1085066 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1085103.375000 Penalty: 927.065979
	Iteration 16Q: 3 clusters Score -1085103 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1085124.000000 Penalty: 927.065979
	Iteration 17Q: 3 clusters Score -1085124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1085141.875000 Penalty: 927.065979
	Iteration 18Q: 3 clusters Score -1085142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1085156.125000 Penalty: 927.065979
	Iteration 19Q: 3 clusters Score -1085156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1085169.125000 Penalty: 927.065979
	Iteration 20F: 3 clusters Score -1085169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1085176.375000 Penalty: 927.065979
	Iteration 21Q: 3 clusters Score -1085176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1085181.500000 Penalty: 927.065979
	Iteration 22Q: 3 clusters Score -1085182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1085185.625000 Penalty: 927.065979
	Iteration 23Q: 3 clusters Score -1085186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1085187.625000 Penalty: 927.065979
	Iteration 24Q: 3 clusters Score -1085188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1085188.500000 Penalty: 927.065979
	Iteration 25Q: 3 clusters Score -1085188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1085189.375000 Penalty: 927.065979
	Iteration 26Q: 3 clusters Score -1085189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1085189.375000 Penalty: 927.065979
	Iteration 27F: 3 clusters Score -1085189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -85614.632812 Penalty: 347.163910
	Iteration 0F: 2 clusters Score -85614.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -84123.968750 Penalty: 694.327820
	Iteration 0F: 3 clusters Score -84123.97 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -84653.085938 Penalty: 694.327820
	Iteration 1F: 3 clusters Score -84653.09 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -84821.789062 Penalty: 694.327820
	Iteration 2F: 3 clusters Score -84821.79 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -84961.484375 Penalty: 694.327820
	Iteration 3F: 3 clusters Score -84961.48 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -85061.843750 Penalty: 694.327820
	Iteration 4F: 3 clusters Score -85061.84 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -85124.531250 Penalty: 694.327820
	Iteration 5Q: 3 clusters Score -85124.53 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85156.304688 Penalty: 694.327820
	Iteration 6Q: 3 clusters Score -85156.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85180.125000 Penalty: 694.327820
	Iteration 7Q: 3 clusters Score -85180.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -85204.804688 Penalty: 694.327820
	Iteration 8Q: 3 clusters Score -85204.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -85223.507812 Penalty: 694.327820
	Iteration 9Q: 3 clusters Score -85223.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -85244.156250 Penalty: 694.327820
	Iteration 10Q: 3 clusters Score -85244.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -85263.414062 Penalty: 694.327820
	Iteration 11Q: 3 clusters Score -85263.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -85276.867188 Penalty: 694.327820
	Iteration 12Q: 3 clusters Score -85276.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -85283.359375 Penalty: 694.327820
	Iteration 13Q: 3 clusters Score -85283.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -85287.773438 Penalty: 694.327820
	Iteration 14Q: 3 clusters Score -85287.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -85295.109375 Penalty: 694.327820
	Iteration 15Q: 3 clusters Score -85295.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -85299.718750 Penalty: 694.327820
	Iteration 16Q: 3 clusters Score -85299.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -85303.304688 Penalty: 694.327820
	Iteration 17Q: 3 clusters Score -85303.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -85305.398438 Penalty: 694.327820
	Iteration 18Q: 3 clusters Score -85305.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -85307.398438 Penalty: 694.327820
	Iteration 19Q: 3 clusters Score -85307.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -85311.617188 Penalty: 694.327820
	Iteration 20F: 3 clusters Score -85311.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -85314.539062 Penalty: 694.327820
	Iteration 21Q: 3 clusters Score -85314.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -85319.046875 Penalty: 694.327820
	Iteration 22Q: 3 clusters Score -85319.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -85322.937500 Penalty: 694.327820
	Iteration 23Q: 3 clusters Score -85322.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -85325.945312 Penalty: 694.327820
	Iteration 24Q: 3 clusters Score -85325.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -85327.687500 Penalty: 694.327820
	Iteration 25Q: 3 clusters Score -85327.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -85330.492188 Penalty: 694.327820
	Iteration 26Q: 3 clusters Score -85330.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -85331.812500 Penalty: 694.327820
	Iteration 27Q: 3 clusters Score -85331.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -85333.070312 Penalty: 694.327820
	Iteration 28Q: 3 clusters Score -85333.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -85334.867188 Penalty: 694.327820
	Iteration 29Q: 3 clusters Score -85334.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -85338.093750 Penalty: 694.327820
	Iteration 30Q: 3 clusters Score -85338.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -85340.515625 Penalty: 694.327820
	Iteration 31Q: 3 clusters Score -85340.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -85340.515625 Penalty: 694.327820
	Iteration 32F: 3 clusters Score -85340.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -285736.281250 Penalty: 404.595093
	Iteration 0F: 2 clusters Score -285736.3 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 3591 members 
Entering Unmasked Estep 
Score: -280927.781250 Penalty: 809.190186
	Iteration 0F: 3 clusters Score -280927.8 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -282985.593750 Penalty: 809.190186
	Iteration 1F: 3 clusters Score -282985.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -283279.656250 Penalty: 809.190186
	Iteration 2F: 3 clusters Score -283279.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -283594.500000 Penalty: 809.190186
	Iteration 3F: 3 clusters Score -283594.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -283881.562500 Penalty: 809.190186
	Iteration 4F: 3 clusters Score -283881.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -284102.781250 Penalty: 809.190186
	Iteration 5F: 3 clusters Score -284102.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -284275.187500 Penalty: 809.190186
	Iteration 6Q: 3 clusters Score -284275.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -284376.343750 Penalty: 809.190186
	Iteration 7Q: 3 clusters Score -284376.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -284433.750000 Penalty: 809.190186
	Iteration 8Q: 3 clusters Score -284433.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -284483.000000 Penalty: 809.190186
	Iteration 9Q: 3 clusters Score -284483 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -284513.937500 Penalty: 809.190186
	Iteration 10Q: 3 clusters Score -284513.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -284544.843750 Penalty: 809.190186
	Iteration 11Q: 3 clusters Score -284544.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -284578.312500 Penalty: 809.190186
	Iteration 12Q: 3 clusters Score -284578.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -284609.187500 Penalty: 809.190186
	Iteration 13Q: 3 clusters Score -284609.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -284641.656250 Penalty: 809.190186
	Iteration 14Q: 3 clusters Score -284641.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -284675.406250 Penalty: 809.190186
	Iteration 15Q: 3 clusters Score -284675.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -284717.000000 Penalty: 809.190186
	Iteration 16Q: 3 clusters Score -284717 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -284748.500000 Penalty: 809.190186
	Iteration 17Q: 3 clusters Score -284748.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -284783.031250 Penalty: 809.190186
	Iteration 18Q: 3 clusters Score -284783 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -284825.687500 Penalty: 809.190186
	Iteration 19Q: 3 clusters Score -284825.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -284860.468750 Penalty: 809.190186
	Iteration 20F: 3 clusters Score -284860.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -284897.093750 Penalty: 809.190186
	Iteration 21Q: 3 clusters Score -284897.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -284936.687500 Penalty: 809.190186
	Iteration 22Q: 3 clusters Score -284936.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -284966.406250 Penalty: 809.190186
	Iteration 23Q: 3 clusters Score -284966.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -284995.468750 Penalty: 809.190186
	Iteration 24Q: 3 clusters Score -284995.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -285026.718750 Penalty: 809.190186
	Iteration 25Q: 3 clusters Score -285026.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -285065.531250 Penalty: 809.190186
	Iteration 26Q: 3 clusters Score -285065.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -285126.500000 Penalty: 809.190186
	Iteration 27Q: 3 clusters Score -285126.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -285187.343750 Penalty: 809.190186
	Iteration 28Q: 3 clusters Score -285187.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -285261.062500 Penalty: 809.190186
	Iteration 29Q: 3 clusters Score -285261.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -285325.406250 Penalty: 809.190186
	Iteration 30Q: 3 clusters Score -285325.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -285372.031250 Penalty: 809.190186
	Iteration 31Q: 3 clusters Score -285372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -285403.250000 Penalty: 809.190186
	Iteration 32Q: 3 clusters Score -285403.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -285415.625000 Penalty: 809.190186
	Iteration 33Q: 3 clusters Score -285415.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -285420.531250 Penalty: 809.190186
	Iteration 34Q: 3 clusters Score -285420.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -285427.531250 Penalty: 809.190186
	Iteration 35Q: 3 clusters Score -285427.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -285431.781250 Penalty: 809.190186
	Iteration 36Q: 3 clusters Score -285431.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -285438.000000 Penalty: 809.190186
	Iteration 37Q: 3 clusters Score -285438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -285441.750000 Penalty: 809.190186
	Iteration 38Q: 3 clusters Score -285441.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -285445.281250 Penalty: 809.190186
	Iteration 39Q: 3 clusters Score -285445.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -285447.781250 Penalty: 809.190186
	Iteration 40F: 3 clusters Score -285447.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -285450.937500 Penalty: 809.190186
	Iteration 41Q: 3 clusters Score -285450.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -285453.000000 Penalty: 809.190186
	Iteration 42Q: 3 clusters Score -285453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -285454.375000 Penalty: 809.190186
	Iteration 43Q: 3 clusters Score -285454.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -285455.906250 Penalty: 809.190186
	Iteration 44Q: 3 clusters Score -285455.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -285456.968750 Penalty: 809.190186
	Iteration 45Q: 3 clusters Score -285457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -285456.781250 Penalty: 809.190186
	Iteration 46Q: 3 clusters Score -285456.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -285456.937500 Penalty: 809.190186
	Iteration 47Q: 3 clusters Score -285456.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -285457.218750 Penalty: 809.190186
	Iteration 48Q: 3 clusters Score -285457.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -285457.218750 Penalty: 809.190186
	Iteration 49F: 3 clusters Score -285457.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (300032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300032 members 
Entering Unmasked Estep 
Score: -12445894.000000 Penalty: 573.829834
	Iteration 0F: 2 clusters Score -1.244589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150117 members 
Mstep: Class 2 contains 149915 members 
Entering Unmasked Estep 
Score: -12241716.000000 Penalty: 1147.659668
	Iteration 0F: 3 clusters Score -1.224172e+07 nChanged 148349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158650 members 
Mstep: Class 2 contains 141382 members 
Entering Unmasked Estep 
Score: -12332659.000000 Penalty: 1147.659668
	Iteration 1F: 3 clusters Score -1.233266e+07 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164511 members 
Mstep: Class 2 contains 135521 members 
Entering Unmasked Estep 
Score: -12335067.000000 Penalty: 1147.659668
	Iteration 2Q: 3 clusters Score -1.233507e+07 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173992 members 
Mstep: Class 2 contains 126040 members 
Entering Unmasked Estep 
Score: -12339094.000000 Penalty: 1147.659668
	Iteration 3Q: 3 clusters Score -1.233909e+07 nChanged 15812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188494 members 
Mstep: Class 2 contains 111538 members 
Entering Unmasked Estep 
Score: -12346759.000000 Penalty: 1147.659668
	Iteration 4F: 3 clusters Score -1.234676e+07 nChanged 21245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209105 members 
Mstep: Class 2 contains 90927 members 
Entering Unmasked Estep 
Score: -12360003.000000 Penalty: 1147.659668
	Iteration 5F: 3 clusters Score -1.236e+07 nChanged 25494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234405 members 
Mstep: Class 2 contains 65627 members 
Entering Unmasked Estep 
Score: -12380989.000000 Penalty: 1147.659668
	Iteration 6F: 3 clusters Score -1.238099e+07 nChanged 26028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260401 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -12405947.000000 Penalty: 1147.659668
	Iteration 7F: 3 clusters Score -1.240595e+07 nChanged 20788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281187 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -12427579.000000 Penalty: 1147.659668
	Iteration 8F: 3 clusters Score -1.242758e+07 nChanged 11633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292820 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -12439149.000000 Penalty: 1147.659668
	Iteration 9Q: 3 clusters Score -1.243915e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297549 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -12443597.000000 Penalty: 1147.659668
	Iteration 10Q: 3 clusters Score -1.24436e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299119 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -12444767.000000 Penalty: 1147.659668
	Iteration 11Q: 3 clusters Score -1.244477e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299634 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12445134.000000 Penalty: 1147.659668
	Iteration 12Q: 3 clusters Score -1.244513e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299800 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -12445262.000000 Penalty: 1147.659668
	Iteration 13Q: 3 clusters Score -1.244526e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299864 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12445307.000000 Penalty: 1147.659668
	Iteration 14Q: 3 clusters Score -1.244531e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299889 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12445340.000000 Penalty: 1147.659668
	Iteration 15Q: 3 clusters Score -1.244534e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299893 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12445348.000000 Penalty: 1147.659668
	Iteration 16Q: 3 clusters Score -1.244535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299897 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12445356.000000 Penalty: 1147.659668
	Iteration 17Q: 3 clusters Score -1.244536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299894 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12445362.000000 Penalty: 1147.659668
	Iteration 18Q: 3 clusters Score -1.244536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299890 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12445369.000000 Penalty: 1147.659668
	Iteration 19Q: 3 clusters Score -1.244537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299891 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12445392.000000 Penalty: 1147.659668
	Iteration 20F: 3 clusters Score -1.244539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299889 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12445402.000000 Penalty: 1147.659668
	Iteration 21Q: 3 clusters Score -1.24454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299887 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12445417.000000 Penalty: 1147.659668
	Iteration 22Q: 3 clusters Score -1.244542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299887 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12445423.000000 Penalty: 1147.659668
	Iteration 23Q: 3 clusters Score -1.244542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299892 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12445440.000000 Penalty: 1147.659668
	Iteration 24Q: 3 clusters Score -1.244544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299897 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12445453.000000 Penalty: 1147.659668
	Iteration 25Q: 3 clusters Score -1.244545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299899 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12445461.000000 Penalty: 1147.659668
	Iteration 26Q: 3 clusters Score -1.244546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299897 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12445459.000000 Penalty: 1147.659668
	Iteration 27Q: 3 clusters Score -1.244546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299895 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12445463.000000 Penalty: 1147.659668
	Iteration 28Q: 3 clusters Score -1.244546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299892 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12445462.000000 Penalty: 1147.659668
	Iteration 29Q: 3 clusters Score -1.244546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299888 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12445453.000000 Penalty: 1147.659668
	Iteration 30Q: 3 clusters Score -1.244545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299884 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12445459.000000 Penalty: 1147.659668
	Iteration 31Q: 3 clusters Score -1.244546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299879 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12445461.000000 Penalty: 1147.659668
	Iteration 32Q: 3 clusters Score -1.244546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299874 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12445461.000000 Penalty: 1147.659668
	Iteration 33Q: 3 clusters Score -1.244546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299871 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12445456.000000 Penalty: 1147.659668
	Iteration 34Q: 3 clusters Score -1.244546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299871 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12445456.000000 Penalty: 1147.659668
	Iteration 35Q: 3 clusters Score -1.244546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299872 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12445460.000000 Penalty: 1147.659668
	Iteration 36Q: 3 clusters Score -1.244546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299872 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12445456.000000 Penalty: 1147.659668
	Iteration 37Q: 3 clusters Score -1.244546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299871 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12445461.000000 Penalty: 1147.659668
	Iteration 38Q: 3 clusters Score -1.244546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299870 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12445460.000000 Penalty: 1147.659668
	Iteration 39Q: 3 clusters Score -1.244546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299869 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12445464.000000 Penalty: 1147.659668
	Iteration 40F: 3 clusters Score -1.244546e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Entering Unmasked Estep 
Score: -2445989.750000 Penalty: 501.091034
	Iteration 0F: 2 clusters Score -2445990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -2405222.250000 Penalty: 1002.182068
	Iteration 0F: 3 clusters Score -2405222 nChanged 29465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -2424180.000000 Penalty: 1002.182068
	Iteration 1F: 3 clusters Score -2424180 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -2426148.000000 Penalty: 1002.182068
	Iteration 2F: 3 clusters Score -2426148 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -2429022.500000 Penalty: 1002.182068
	Iteration 3F: 3 clusters Score -2429022 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2432621.000000 Penalty: 1002.182068
	Iteration 4F: 3 clusters Score -2432621 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2436306.750000 Penalty: 1002.182068
	Iteration 5F: 3 clusters Score -2436307 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2439183.500000 Penalty: 1002.182068
	Iteration 6F: 3 clusters Score -2439184 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2441145.250000 Penalty: 1002.182068
	Iteration 7Q: 3 clusters Score -2441145 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55385 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2442459.250000 Penalty: 1002.182068
	Iteration 8Q: 3 clusters Score -2442459 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56680 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2443419.250000 Penalty: 1002.182068
	Iteration 9Q: 3 clusters Score -2443419 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2444163.750000 Penalty: 1002.182068
	Iteration 10Q: 3 clusters Score -2444164 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2444722.750000 Penalty: 1002.182068
	Iteration 11Q: 3 clusters Score -2444723 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2445067.250000 Penalty: 1002.182068
	Iteration 12Q: 3 clusters Score -2445067 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2445302.750000 Penalty: 1002.182068
	Iteration 13Q: 3 clusters Score -2445303 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2445465.500000 Penalty: 1002.182068
	Iteration 14Q: 3 clusters Score -2445466 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2445579.000000 Penalty: 1002.182068
	Iteration 15Q: 3 clusters Score -2445579 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2445638.250000 Penalty: 1002.182068
	Iteration 16Q: 3 clusters Score -2445638 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59983 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2445699.500000 Penalty: 1002.182068
	Iteration 17Q: 3 clusters Score -2445700 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2445746.750000 Penalty: 1002.182068
	Iteration 18Q: 3 clusters Score -2445747 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60097 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2445780.250000 Penalty: 1002.182068
	Iteration 19Q: 3 clusters Score -2445780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60128 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2445805.000000 Penalty: 1002.182068
	Iteration 20F: 3 clusters Score -2445805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60135 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2445816.000000 Penalty: 1002.182068
	Iteration 21Q: 3 clusters Score -2445816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60147 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2445825.750000 Penalty: 1002.182068
	Iteration 22Q: 3 clusters Score -2445826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60155 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2445827.250000 Penalty: 1002.182068
	Iteration 23Q: 3 clusters Score -2445827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2445832.750000 Penalty: 1002.182068
	Iteration 24Q: 3 clusters Score -2445833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2445833.000000 Penalty: 1002.182068
	Iteration 25Q: 3 clusters Score -2445833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2445835.750000 Penalty: 1002.182068
	Iteration 26Q: 3 clusters Score -2445836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2445837.000000 Penalty: 1002.182068
	Iteration 27Q: 3 clusters Score -2445837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60174 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2445837.750000 Penalty: 1002.182068
	Iteration 28Q: 3 clusters Score -2445838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60178 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2445838.250000 Penalty: 1002.182068
	Iteration 29Q: 3 clusters Score -2445838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2445843.000000 Penalty: 1002.182068
	Iteration 30Q: 3 clusters Score -2445843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2445852.000000 Penalty: 1002.182068
	Iteration 31Q: 3 clusters Score -2445852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2445857.000000 Penalty: 1002.182068
	Iteration 32Q: 3 clusters Score -2445857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60197 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2445860.000000 Penalty: 1002.182068
	Iteration 33Q: 3 clusters Score -2445860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2445861.500000 Penalty: 1002.182068
	Iteration 34Q: 3 clusters Score -2445862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2445862.750000 Penalty: 1002.182068
	Iteration 35Q: 3 clusters Score -2445863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2445862.750000 Penalty: 1002.182068
	Iteration 36F: 3 clusters Score -2445863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -16298.317383 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -16298.32 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 240 members 
Entering Unmasked Estep 
Score: -15812.759766 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -15812.76 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15931.386719 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -15931.39 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15969.669922 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -15969.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -15996.437500 Penalty: 563.504944
	Iteration 3Q: 3 clusters Score -15996.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -16020.025391 Penalty: 563.504944
	Iteration 4Q: 3 clusters Score -16020.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16032.302734 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -16032.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16048.944336 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -16048.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -16062.579102 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -16062.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -16069.559570 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -16069.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -16081.673828 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -16081.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -16094.410156 Penalty: 563.504944
	Iteration 10Q: 3 clusters Score -16094.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -16104.995117 Penalty: 563.504944
	Iteration 11Q: 3 clusters Score -16105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -16118.184570 Penalty: 563.504944
	Iteration 12Q: 3 clusters Score -16118.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -16134.217773 Penalty: 563.504944
	Iteration 13Q: 3 clusters Score -16134.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -16146.317383 Penalty: 563.504944
	Iteration 14Q: 3 clusters Score -16146.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -16164.102539 Penalty: 563.504944
	Iteration 15Q: 3 clusters Score -16164.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16198.307617 Penalty: 563.504944
	Iteration 16Q: 3 clusters Score -16198.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -16221.874023 Penalty: 563.504944
	Iteration 17Q: 3 clusters Score -16221.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -16237.035156 Penalty: 563.504944
	Iteration 18Q: 3 clusters Score -16237.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -16245.233398 Penalty: 563.504944
	Iteration 19Q: 3 clusters Score -16245.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -16249.947266 Penalty: 563.504944
	Iteration 20F: 3 clusters Score -16249.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -16258.133789 Penalty: 563.504944
	Iteration 21Q: 3 clusters Score -16258.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -16258.133789 Penalty: 563.504944
	Iteration 22F: 3 clusters Score -16258.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -19902.380859 Penalty: 293.496399
	Iteration 0F: 2 clusters Score -19902.38 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 306 members 
Entering Unmasked Estep 
Score: -19330.927734 Penalty: 586.992798
	Iteration 0F: 3 clusters Score -19330.93 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -19478.021484 Penalty: 586.992798
	Iteration 1F: 3 clusters Score -19478.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -19529.265625 Penalty: 586.992798
	Iteration 2F: 3 clusters Score -19529.27 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -19577.958984 Penalty: 586.992798
	Iteration 3F: 3 clusters Score -19577.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -19615.587891 Penalty: 586.992798
	Iteration 4F: 3 clusters Score -19615.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -19668.783203 Penalty: 586.992798
	Iteration 5F: 3 clusters Score -19668.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -19712.845703 Penalty: 586.992798
	Iteration 6Q: 3 clusters Score -19712.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -19755.515625 Penalty: 586.992798
	Iteration 7Q: 3 clusters Score -19755.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -19784.722656 Penalty: 586.992798
	Iteration 8Q: 3 clusters Score -19784.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -19799.363281 Penalty: 586.992798
	Iteration 9Q: 3 clusters Score -19799.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -19808.162109 Penalty: 586.992798
	Iteration 10Q: 3 clusters Score -19808.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -19813.693359 Penalty: 586.992798
	Iteration 11Q: 3 clusters Score -19813.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -19818.970703 Penalty: 586.992798
	Iteration 12Q: 3 clusters Score -19818.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -19821.714844 Penalty: 586.992798
	Iteration 13Q: 3 clusters Score -19821.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -19824.689453 Penalty: 586.992798
	Iteration 14Q: 3 clusters Score -19824.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -19827.273438 Penalty: 586.992798
	Iteration 15Q: 3 clusters Score -19827.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -19831.291016 Penalty: 586.992798
	Iteration 16Q: 3 clusters Score -19831.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -19838.505859 Penalty: 586.992798
	Iteration 17Q: 3 clusters Score -19838.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -19843.113281 Penalty: 586.992798
	Iteration 18Q: 3 clusters Score -19843.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -19846.195312 Penalty: 586.992798
	Iteration 19Q: 3 clusters Score -19846.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19853.863281 Penalty: 586.992798
	Iteration 20F: 3 clusters Score -19853.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -19858.953125 Penalty: 586.992798
	Iteration 21Q: 3 clusters Score -19858.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19861.578125 Penalty: 586.992798
	Iteration 22Q: 3 clusters Score -19861.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -19863.070312 Penalty: 586.992798
	Iteration 23Q: 3 clusters Score -19863.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19863.892578 Penalty: 586.992798
	Iteration 24Q: 3 clusters Score -19863.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19865.574219 Penalty: 586.992798
	Iteration 25Q: 3 clusters Score -19865.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19868.197266 Penalty: 586.992798
	Iteration 26Q: 3 clusters Score -19868.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -19873.478516 Penalty: 586.992798
	Iteration 27Q: 3 clusters Score -19873.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -19875.728516 Penalty: 586.992798
	Iteration 28Q: 3 clusters Score -19875.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -19877.277344 Penalty: 586.992798
	Iteration 29Q: 3 clusters Score -19877.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -19878.736328 Penalty: 586.992798
	Iteration 30Q: 3 clusters Score -19878.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19879.882812 Penalty: 586.992798
	Iteration 31Q: 3 clusters Score -19879.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -19880.615234 Penalty: 586.992798
	Iteration 32Q: 3 clusters Score -19880.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -19881.175781 Penalty: 586.992798
	Iteration 33Q: 3 clusters Score -19881.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -19881.277344 Penalty: 586.992798
	Iteration 34Q: 3 clusters Score -19881.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -19881.277344 Penalty: 586.992798
	Iteration 35F: 3 clusters Score -19881.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Entering Unmasked Estep 
Score: -138247.296875 Penalty: 370.688416
	Iteration 0F: 2 clusters Score -138247.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -135884.203125 Penalty: 741.376831
	Iteration 0F: 3 clusters Score -135884.2 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -136804.406250 Penalty: 741.376831
	Iteration 1F: 3 clusters Score -136804.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -137010.062500 Penalty: 741.376831
	Iteration 2F: 3 clusters Score -137010.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -137167.000000 Penalty: 741.376831
	Iteration 3F: 3 clusters Score -137167 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -137294.390625 Penalty: 741.376831
	Iteration 4F: 3 clusters Score -137294.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -137402.093750 Penalty: 741.376831
	Iteration 5Q: 3 clusters Score -137402.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -137514.546875 Penalty: 741.376831
	Iteration 6Q: 3 clusters Score -137514.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -137605.468750 Penalty: 741.376831
	Iteration 7Q: 3 clusters Score -137605.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -137664.125000 Penalty: 741.376831
	Iteration 8Q: 3 clusters Score -137664.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -137718.203125 Penalty: 741.376831
	Iteration 9Q: 3 clusters Score -137718.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -137764.843750 Penalty: 741.376831
	Iteration 10Q: 3 clusters Score -137764.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -137798.171875 Penalty: 741.376831
	Iteration 11Q: 3 clusters Score -137798.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -137820.625000 Penalty: 741.376831
	Iteration 12Q: 3 clusters Score -137820.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -137846.484375 Penalty: 741.376831
	Iteration 13Q: 3 clusters Score -137846.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -137854.687500 Penalty: 741.376831
	Iteration 14Q: 3 clusters Score -137854.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -137862.265625 Penalty: 741.376831
	Iteration 15Q: 3 clusters Score -137862.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -137873.531250 Penalty: 741.376831
	Iteration 16Q: 3 clusters Score -137873.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -137882.000000 Penalty: 741.376831
	Iteration 17Q: 3 clusters Score -137882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -137889.359375 Penalty: 741.376831
	Iteration 18Q: 3 clusters Score -137889.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -137894.937500 Penalty: 741.376831
	Iteration 19Q: 3 clusters Score -137894.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -137898.546875 Penalty: 741.376831
	Iteration 20F: 3 clusters Score -137898.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -137901.687500 Penalty: 741.376831
	Iteration 21Q: 3 clusters Score -137901.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -137904.859375 Penalty: 741.376831
	Iteration 22Q: 3 clusters Score -137904.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -137906.468750 Penalty: 741.376831
	Iteration 23Q: 3 clusters Score -137906.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -137907.609375 Penalty: 741.376831
	Iteration 24Q: 3 clusters Score -137907.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -137908.312500 Penalty: 741.376831
	Iteration 25Q: 3 clusters Score -137908.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -137908.578125 Penalty: 741.376831
	Iteration 26Q: 3 clusters Score -137908.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -137909.187500 Penalty: 741.376831
	Iteration 27Q: 3 clusters Score -137909.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -137910.500000 Penalty: 741.376831
	Iteration 28Q: 3 clusters Score -137910.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -137910.984375 Penalty: 741.376831
	Iteration 29Q: 3 clusters Score -137911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -137912.125000 Penalty: 741.376831
	Iteration 30Q: 3 clusters Score -137912.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -137913.171875 Penalty: 741.376831
	Iteration 31Q: 3 clusters Score -137913.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -137915.046875 Penalty: 741.376831
	Iteration 32Q: 3 clusters Score -137915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -137915.843750 Penalty: 741.376831
	Iteration 33Q: 3 clusters Score -137915.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -137916.203125 Penalty: 741.376831
	Iteration 34Q: 3 clusters Score -137916.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -137916.078125 Penalty: 741.376831
	Iteration 35Q: 3 clusters Score -137916.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -137916.953125 Penalty: 741.376831
	Iteration 36Q: 3 clusters Score -137917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -137917.156250 Penalty: 741.376831
	Iteration 37Q: 3 clusters Score -137917.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -137917.765625 Penalty: 741.376831
	Iteration 38Q: 3 clusters Score -137917.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -137918.421875 Penalty: 741.376831
	Iteration 39Q: 3 clusters Score -137918.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -137918.828125 Penalty: 741.376831
	Iteration 40F: 3 clusters Score -137918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -137919.109375 Penalty: 741.376831
	Iteration 41Q: 3 clusters Score -137919.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -137919.187500 Penalty: 741.376831
	Iteration 42Q: 3 clusters Score -137919.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -137919.359375 Penalty: 741.376831
	Iteration 43Q: 3 clusters Score -137919.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -137919.656250 Penalty: 741.376831
	Iteration 44Q: 3 clusters Score -137919.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -137919.656250 Penalty: 741.376831
	Iteration 45F: 3 clusters Score -137919.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Entering Unmasked Estep 
Score: -44500.132812 Penalty: 326.029968
	Iteration 0F: 2 clusters Score -44500.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -43500.296875 Penalty: 652.059937
	Iteration 0F: 3 clusters Score -43500.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -43808.121094 Penalty: 652.059937
	Iteration 1F: 3 clusters Score -43808.12 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -43881.042969 Penalty: 652.059937
	Iteration 2F: 3 clusters Score -43881.04 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -43953.898438 Penalty: 652.059937
	Iteration 3F: 3 clusters Score -43953.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -44032.742188 Penalty: 652.059937
	Iteration 4F: 3 clusters Score -44032.74 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -44086.558594 Penalty: 652.059937
	Iteration 5Q: 3 clusters Score -44086.56 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -44122.992188 Penalty: 652.059937
	Iteration 6Q: 3 clusters Score -44122.99 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -44155.882812 Penalty: 652.059937
	Iteration 7Q: 3 clusters Score -44155.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -44179.652344 Penalty: 652.059937
	Iteration 8Q: 3 clusters Score -44179.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -44200.355469 Penalty: 652.059937
	Iteration 9Q: 3 clusters Score -44200.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -44211.781250 Penalty: 652.059937
	Iteration 10Q: 3 clusters Score -44211.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -44226.542969 Penalty: 652.059937
	Iteration 11Q: 3 clusters Score -44226.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -44247.015625 Penalty: 652.059937
	Iteration 12Q: 3 clusters Score -44247.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -44269.074219 Penalty: 652.059937
	Iteration 13Q: 3 clusters Score -44269.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -44275.242188 Penalty: 652.059937
	Iteration 14Q: 3 clusters Score -44275.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -44276.843750 Penalty: 652.059937
	Iteration 15Q: 3 clusters Score -44276.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -44278.203125 Penalty: 652.059937
	Iteration 16Q: 3 clusters Score -44278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -44280.867188 Penalty: 652.059937
	Iteration 17Q: 3 clusters Score -44280.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -44282.335938 Penalty: 652.059937
	Iteration 18Q: 3 clusters Score -44282.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -44282.562500 Penalty: 652.059937
	Iteration 19Q: 3 clusters Score -44282.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -44282.562500 Penalty: 652.059937
	Iteration 20F: 3 clusters Score -44282.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Entering Unmasked Estep 
Score: -215038.781250 Penalty: 389.517639
	Iteration 0F: 2 clusters Score -215038.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -211539.687500 Penalty: 779.035278
	Iteration 0F: 3 clusters Score -211539.7 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -213027.031250 Penalty: 779.035278
	Iteration 1F: 3 clusters Score -213027 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -213306.875000 Penalty: 779.035278
	Iteration 2F: 3 clusters Score -213306.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -213649.593750 Penalty: 779.035278
	Iteration 3F: 3 clusters Score -213649.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -213933.656250 Penalty: 779.035278
	Iteration 4F: 3 clusters Score -213933.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -214146.656250 Penalty: 779.035278
	Iteration 5F: 3 clusters Score -214146.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -214246.703125 Penalty: 779.035278
	Iteration 6Q: 3 clusters Score -214246.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -214296.656250 Penalty: 779.035278
	Iteration 7Q: 3 clusters Score -214296.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -214316.453125 Penalty: 779.035278
	Iteration 8Q: 3 clusters Score -214316.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -214323.859375 Penalty: 779.035278
	Iteration 9Q: 3 clusters Score -214323.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -214329.515625 Penalty: 779.035278
	Iteration 10Q: 3 clusters Score -214329.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -214334.500000 Penalty: 779.035278
	Iteration 11Q: 3 clusters Score -214334.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -214339.359375 Penalty: 779.035278
	Iteration 12Q: 3 clusters Score -214339.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -214343.718750 Penalty: 779.035278
	Iteration 13Q: 3 clusters Score -214343.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -214347.640625 Penalty: 779.035278
	Iteration 14Q: 3 clusters Score -214347.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -214351.296875 Penalty: 779.035278
	Iteration 15Q: 3 clusters Score -214351.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -214358.078125 Penalty: 779.035278
	Iteration 16Q: 3 clusters Score -214358.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -214362.062500 Penalty: 779.035278
	Iteration 17Q: 3 clusters Score -214362.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -214365.406250 Penalty: 779.035278
	Iteration 18Q: 3 clusters Score -214365.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -214369.406250 Penalty: 779.035278
	Iteration 19Q: 3 clusters Score -214369.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -214374.046875 Penalty: 779.035278
	Iteration 20F: 3 clusters Score -214374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -214378.406250 Penalty: 779.035278
	Iteration 21Q: 3 clusters Score -214378.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -214382.265625 Penalty: 779.035278
	Iteration 22Q: 3 clusters Score -214382.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -214383.453125 Penalty: 779.035278
	Iteration 23Q: 3 clusters Score -214383.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -214383.953125 Penalty: 779.035278
	Iteration 24Q: 3 clusters Score -214384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -214384.609375 Penalty: 779.035278
	Iteration 25Q: 3 clusters Score -214384.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -214385.171875 Penalty: 779.035278
	Iteration 26Q: 3 clusters Score -214385.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -214385.343750 Penalty: 779.035278
	Iteration 27Q: 3 clusters Score -214385.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -214385.625000 Penalty: 779.035278
	Iteration 28Q: 3 clusters Score -214385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -214385.562500 Penalty: 779.035278
	Iteration 29Q: 3 clusters Score -214385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -214385.640625 Penalty: 779.035278
	Iteration 30Q: 3 clusters Score -214385.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -214386.015625 Penalty: 779.035278
	Iteration 31Q: 3 clusters Score -214386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -214386.140625 Penalty: 779.035278
	Iteration 32Q: 3 clusters Score -214386.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -214386.843750 Penalty: 779.035278
	Iteration 33Q: 3 clusters Score -214386.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -214386.375000 Penalty: 779.035278
	Iteration 34Q: 3 clusters Score -214386.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -214386.859375 Penalty: 779.035278
	Iteration 35Q: 3 clusters Score -214386.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -214386.859375 Penalty: 779.035278
	Iteration 36F: 3 clusters Score -214386.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Entering Unmasked Estep 
Score: -725859.875000 Penalty: 446.187347
	Iteration 0F: 2 clusters Score -725859.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -713800.437500 Penalty: 892.374695
	Iteration 0F: 3 clusters Score -713800.4 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -718741.812500 Penalty: 892.374695
	Iteration 1F: 3 clusters Score -718741.8 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -719173.875000 Penalty: 892.374695
	Iteration 2F: 3 clusters Score -719173.9 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -719728.937500 Penalty: 892.374695
	Iteration 3F: 3 clusters Score -719728.9 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -720340.937500 Penalty: 892.374695
	Iteration 4F: 3 clusters Score -720340.9 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -721097.312500 Penalty: 892.374695
	Iteration 5F: 3 clusters Score -721097.3 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -722032.375000 Penalty: 892.374695
	Iteration 6F: 3 clusters Score -722032.4 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -722922.000000 Penalty: 892.374695
	Iteration 7F: 3 clusters Score -722922 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -723450.875000 Penalty: 892.374695
	Iteration 8Q: 3 clusters Score -723450.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -723737.375000 Penalty: 892.374695
	Iteration 9Q: 3 clusters Score -723737.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -724006.375000 Penalty: 892.374695
	Iteration 10Q: 3 clusters Score -724006.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -724205.250000 Penalty: 892.374695
	Iteration 11Q: 3 clusters Score -724205.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -724342.812500 Penalty: 892.374695
	Iteration 12Q: 3 clusters Score -724342.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -724435.250000 Penalty: 892.374695
	Iteration 13Q: 3 clusters Score -724435.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -724515.250000 Penalty: 892.374695
	Iteration 14Q: 3 clusters Score -724515.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -724575.187500 Penalty: 892.374695
	Iteration 15Q: 3 clusters Score -724575.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -724609.687500 Penalty: 892.374695
	Iteration 16Q: 3 clusters Score -724609.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -724639.937500 Penalty: 892.374695
	Iteration 17Q: 3 clusters Score -724639.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -724655.437500 Penalty: 892.374695
	Iteration 18Q: 3 clusters Score -724655.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -724671.187500 Penalty: 892.374695
	Iteration 19Q: 3 clusters Score -724671.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -724683.375000 Penalty: 892.374695
	Iteration 20F: 3 clusters Score -724683.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -724684.062500 Penalty: 892.374695
	Iteration 21Q: 3 clusters Score -724684.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -724688.875000 Penalty: 892.374695
	Iteration 22Q: 3 clusters Score -724688.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -724690.312500 Penalty: 892.374695
	Iteration 23Q: 3 clusters Score -724690.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -724690.875000 Penalty: 892.374695
	Iteration 24Q: 3 clusters Score -724690.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -724694.562500 Penalty: 892.374695
	Iteration 25Q: 3 clusters Score -724694.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -724694.875000 Penalty: 892.374695
	Iteration 26Q: 3 clusters Score -724694.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -724694.875000 Penalty: 892.374695
	Iteration 27Q: 3 clusters Score -724694.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -724693.437500 Penalty: 892.374695
	Iteration 28Q: 3 clusters Score -724693.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -724694.187500 Penalty: 892.374695
	Iteration 29Q: 3 clusters Score -724694.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -724695.875000 Penalty: 892.374695
	Iteration 30Q: 3 clusters Score -724695.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -724696.750000 Penalty: 892.374695
	Iteration 31Q: 3 clusters Score -724696.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -724697.187500 Penalty: 892.374695
	Iteration 32Q: 3 clusters Score -724697.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -724695.875000 Penalty: 892.374695
	Iteration 33Q: 3 clusters Score -724695.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -724694.937500 Penalty: 892.374695
	Iteration 34Q: 3 clusters Score -724694.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -724694.312500 Penalty: 892.374695
	Iteration 35Q: 3 clusters Score -724694.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -724695.500000 Penalty: 892.374695
	Iteration 36Q: 3 clusters Score -724695.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -724695.750000 Penalty: 892.374695
	Iteration 37Q: 3 clusters Score -724695.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -724695.625000 Penalty: 892.374695
	Iteration 38Q: 3 clusters Score -724695.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -724696.812500 Penalty: 892.374695
	Iteration 39Q: 3 clusters Score -724696.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -724696.625000 Penalty: 892.374695
	Iteration 40F: 3 clusters Score -724696.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -724697.062500 Penalty: 892.374695
	Iteration 41Q: 3 clusters Score -724697.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -724695.625000 Penalty: 892.374695
	Iteration 42Q: 3 clusters Score -724695.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -724696.000000 Penalty: 892.374695
	Iteration 43Q: 3 clusters Score -724696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -724696.625000 Penalty: 892.374695
	Iteration 44Q: 3 clusters Score -724696.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -724695.437500 Penalty: 892.374695
	Iteration 45Q: 3 clusters Score -724695.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -724696.375000 Penalty: 892.374695
	Iteration 46Q: 3 clusters Score -724696.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -724695.625000 Penalty: 892.374695
	Iteration 47Q: 3 clusters Score -724695.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -724695.562500 Penalty: 892.374695
	Iteration 48Q: 3 clusters Score -724695.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -724695.687500 Penalty: 892.374695
	Iteration 49Q: 3 clusters Score -724695.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -724695.687500 Penalty: 892.374695
	Iteration 50F: 3 clusters Score -724695.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -33019.234375 Penalty: 310.804779
	Iteration 0F: 2 clusters Score -33019.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -32243.546875 Penalty: 621.609558
	Iteration 0F: 3 clusters Score -32243.55 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -32465.171875 Penalty: 621.609558
	Iteration 1F: 3 clusters Score -32465.17 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -32525.955078 Penalty: 621.609558
	Iteration 2F: 3 clusters Score -32525.96 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -32571.255859 Penalty: 621.609558
	Iteration 3F: 3 clusters Score -32571.26 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -32607.914062 Penalty: 621.609558
	Iteration 4F: 3 clusters Score -32607.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -32632.951172 Penalty: 621.609558
	Iteration 5Q: 3 clusters Score -32632.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -32656.845703 Penalty: 621.609558
	Iteration 6Q: 3 clusters Score -32656.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -32670.099609 Penalty: 621.609558
	Iteration 7Q: 3 clusters Score -32670.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -32678.746094 Penalty: 621.609558
	Iteration 8Q: 3 clusters Score -32678.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -32682.851562 Penalty: 621.609558
	Iteration 9Q: 3 clusters Score -32682.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -32684.746094 Penalty: 621.609558
	Iteration 10Q: 3 clusters Score -32684.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -32685.050781 Penalty: 621.609558
	Iteration 11Q: 3 clusters Score -32685.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -32685.396484 Penalty: 621.609558
	Iteration 12Q: 3 clusters Score -32685.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -32685.994141 Penalty: 621.609558
	Iteration 13Q: 3 clusters Score -32685.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -32687.335938 Penalty: 621.609558
	Iteration 14Q: 3 clusters Score -32687.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -32691.148438 Penalty: 621.609558
	Iteration 15Q: 3 clusters Score -32691.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -32693.589844 Penalty: 621.609558
	Iteration 16Q: 3 clusters Score -32693.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -32695.652344 Penalty: 621.609558
	Iteration 17Q: 3 clusters Score -32695.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -32695.791016 Penalty: 621.609558
	Iteration 18Q: 3 clusters Score -32695.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -32695.876953 Penalty: 621.609558
	Iteration 19Q: 3 clusters Score -32695.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -32695.876953 Penalty: 621.609558
	Iteration 20F: 3 clusters Score -32695.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Entering Unmasked Estep 
Score: -72310.421875 Penalty: 345.060913
	Iteration 0F: 2 clusters Score -72310.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -70875.476562 Penalty: 690.121826
	Iteration 0F: 3 clusters Score -70875.48 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -71352.250000 Penalty: 690.121826
	Iteration 1F: 3 clusters Score -71352.25 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -71450.726562 Penalty: 690.121826
	Iteration 2F: 3 clusters Score -71450.73 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -71538.414062 Penalty: 690.121826
	Iteration 3F: 3 clusters Score -71538.41 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -71610.445312 Penalty: 690.121826
	Iteration 4F: 3 clusters Score -71610.45 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -71656.812500 Penalty: 690.121826
	Iteration 5Q: 3 clusters Score -71656.81 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -71691.671875 Penalty: 690.121826
	Iteration 6Q: 3 clusters Score -71691.67 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -71725.882812 Penalty: 690.121826
	Iteration 7Q: 3 clusters Score -71725.88 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -71751.054688 Penalty: 690.121826
	Iteration 8Q: 3 clusters Score -71751.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -71778.281250 Penalty: 690.121826
	Iteration 9Q: 3 clusters Score -71778.28 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -71812.156250 Penalty: 690.121826
	Iteration 10Q: 3 clusters Score -71812.16 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -71856.695312 Penalty: 690.121826
	Iteration 11Q: 3 clusters Score -71856.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -71919.007812 Penalty: 690.121826
	Iteration 12Q: 3 clusters Score -71919.01 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -71983.695312 Penalty: 690.121826
	Iteration 13Q: 3 clusters Score -71983.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -72067.632812 Penalty: 690.121826
	Iteration 14Q: 3 clusters Score -72067.63 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -72151.195312 Penalty: 690.121826
	Iteration 15Q: 3 clusters Score -72151.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -72204.968750 Penalty: 690.121826
	Iteration 16Q: 3 clusters Score -72204.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -72246.828125 Penalty: 690.121826
	Iteration 17Q: 3 clusters Score -72246.83 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -72285.578125 Penalty: 690.121826
	Iteration 18Q: 3 clusters Score -72285.58 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -72327.468750 Penalty: 690.121826
	Iteration 19Q: 3 clusters Score -72327.47 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -72372.546875 Penalty: 690.121826
	Iteration 20F: 3 clusters Score -72372.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -72421.164062 Penalty: 690.121826
	Iteration 21Q: 3 clusters Score -72421.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -72453.656250 Penalty: 690.121826
	Iteration 22Q: 3 clusters Score -72453.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -72475.484375 Penalty: 690.121826
	Iteration 23Q: 3 clusters Score -72475.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -72493.992188 Penalty: 690.121826
	Iteration 24Q: 3 clusters Score -72493.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -72500.343750 Penalty: 690.121826
	Iteration 25Q: 3 clusters Score -72500.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -72505.429688 Penalty: 690.121826
	Iteration 26Q: 3 clusters Score -72505.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -72509.187500 Penalty: 690.121826
	Iteration 27Q: 3 clusters Score -72509.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -72512.453125 Penalty: 690.121826
	Iteration 28Q: 3 clusters Score -72512.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -72513.140625 Penalty: 690.121826
	Iteration 29Q: 3 clusters Score -72513.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -72513.140625 Penalty: 690.121826
	Iteration 30F: 3 clusters Score -72513.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157867 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 5009 members 
Mstep: Class 8 contains 4303 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5731 members 
Mstep: Class 11 contains 6507 members 
Mstep: Class 12 contains 26570 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7275 members 
Mstep: Class 15 contains 300032 members 
Mstep: Class 16 contains 60657 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5223 members 
Mstep: Class 22 contains 18148 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1275 members 
Mstep: Class 25 contains 807 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37748 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1834 members 
Mstep: Class 44 contains 713 members 
Mstep: Class 45 contains 691 members 
Entering Unmasked Estep 
Score: -28351664.000000 Penalty: 27642.884766
Splitting cluster 24 changes total score from -28351704.000000 to -28351664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -27422.767578 Penalty: 304.546234
	Iteration 0F: 2 clusters Score -27422.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -26727.183594 Penalty: 609.092468
	Iteration 0F: 3 clusters Score -26727.18 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -26926.800781 Penalty: 609.092468
	Iteration 1F: 3 clusters Score -26926.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -27019.427734 Penalty: 609.092468
	Iteration 2F: 3 clusters Score -27019.43 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -27075.255859 Penalty: 609.092468
	Iteration 3F: 3 clusters Score -27075.26 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -27110.039062 Penalty: 609.092468
	Iteration 4Q: 3 clusters Score -27110.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -27147.447266 Penalty: 609.092468
	Iteration 5Q: 3 clusters Score -27147.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -27170.013672 Penalty: 609.092468
	Iteration 6Q: 3 clusters Score -27170.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -27181.607422 Penalty: 609.092468
	Iteration 7Q: 3 clusters Score -27181.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -27188.761719 Penalty: 609.092468
	Iteration 8Q: 3 clusters Score -27188.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27191.189453 Penalty: 609.092468
	Iteration 9Q: 3 clusters Score -27191.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27193.625000 Penalty: 609.092468
	Iteration 10Q: 3 clusters Score -27193.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27196.626953 Penalty: 609.092468
	Iteration 11Q: 3 clusters Score -27196.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -27200.193359 Penalty: 609.092468
	Iteration 12Q: 3 clusters Score -27200.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27204.539062 Penalty: 609.092468
	Iteration 13Q: 3 clusters Score -27204.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -27213.902344 Penalty: 609.092468
	Iteration 14Q: 3 clusters Score -27213.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27224.763672 Penalty: 609.092468
	Iteration 15Q: 3 clusters Score -27224.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27231.943359 Penalty: 609.092468
	Iteration 16Q: 3 clusters Score -27231.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27239.457031 Penalty: 609.092468
	Iteration 17Q: 3 clusters Score -27239.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27246.062500 Penalty: 609.092468
	Iteration 18Q: 3 clusters Score -27246.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27257.931641 Penalty: 609.092468
	Iteration 19Q: 3 clusters Score -27257.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27262.023438 Penalty: 609.092468
	Iteration 20F: 3 clusters Score -27262.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27265.763672 Penalty: 609.092468
	Iteration 21Q: 3 clusters Score -27265.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27270.130859 Penalty: 609.092468
	Iteration 22Q: 3 clusters Score -27270.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27275.298828 Penalty: 609.092468
	Iteration 23Q: 3 clusters Score -27275.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27279.208984 Penalty: 609.092468
	Iteration 24Q: 3 clusters Score -27279.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27283.781250 Penalty: 609.092468
	Iteration 25Q: 3 clusters Score -27283.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27289.855469 Penalty: 609.092468
	Iteration 26Q: 3 clusters Score -27289.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27293.464844 Penalty: 609.092468
	Iteration 27Q: 3 clusters Score -27293.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27296.830078 Penalty: 609.092468
	Iteration 28Q: 3 clusters Score -27296.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27300.505859 Penalty: 609.092468
	Iteration 29Q: 3 clusters Score -27300.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27311.712891 Penalty: 609.092468
	Iteration 30Q: 3 clusters Score -27311.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27326.126953 Penalty: 609.092468
	Iteration 31Q: 3 clusters Score -27326.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27334.142578 Penalty: 609.092468
	Iteration 32Q: 3 clusters Score -27334.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27339.011719 Penalty: 609.092468
	Iteration 33Q: 3 clusters Score -27339.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27339.927734 Penalty: 609.092468
	Iteration 34Q: 3 clusters Score -27339.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27342.164062 Penalty: 609.092468
	Iteration 35Q: 3 clusters Score -27342.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27344.607422 Penalty: 609.092468
	Iteration 36Q: 3 clusters Score -27344.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27347.214844 Penalty: 609.092468
	Iteration 37Q: 3 clusters Score -27347.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27348.494141 Penalty: 609.092468
	Iteration 38Q: 3 clusters Score -27348.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27348.494141 Penalty: 609.092468
	Iteration 39F: 3 clusters Score -27348.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Entering Unmasked Estep 
Score: -50691.398438 Penalty: 325.712402
	Iteration 0F: 2 clusters Score -50691.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -49691.929688 Penalty: 651.424805
	Iteration 0F: 3 clusters Score -49691.93 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -50060.058594 Penalty: 651.424805
	Iteration 1F: 3 clusters Score -50060.06 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -50148.128906 Penalty: 651.424805
	Iteration 2F: 3 clusters Score -50148.13 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -50217.820312 Penalty: 651.424805
	Iteration 3F: 3 clusters Score -50217.82 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -50307.847656 Penalty: 651.424805
	Iteration 4F: 3 clusters Score -50307.85 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -50383.765625 Penalty: 651.424805
	Iteration 5F: 3 clusters Score -50383.77 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -50425.308594 Penalty: 651.424805
	Iteration 6Q: 3 clusters Score -50425.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -50451.765625 Penalty: 651.424805
	Iteration 7Q: 3 clusters Score -50451.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -50470.855469 Penalty: 651.424805
	Iteration 8Q: 3 clusters Score -50470.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50483.609375 Penalty: 651.424805
	Iteration 9Q: 3 clusters Score -50483.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50489.964844 Penalty: 651.424805
	Iteration 10Q: 3 clusters Score -50489.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50496.328125 Penalty: 651.424805
	Iteration 11Q: 3 clusters Score -50496.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50499.593750 Penalty: 651.424805
	Iteration 12Q: 3 clusters Score -50499.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50505.421875 Penalty: 651.424805
	Iteration 13Q: 3 clusters Score -50505.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50512.562500 Penalty: 651.424805
	Iteration 14Q: 3 clusters Score -50512.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50514.507812 Penalty: 651.424805
	Iteration 15Q: 3 clusters Score -50514.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50518.484375 Penalty: 651.424805
	Iteration 16Q: 3 clusters Score -50518.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50520.191406 Penalty: 651.424805
	Iteration 17Q: 3 clusters Score -50520.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50522.132812 Penalty: 651.424805
	Iteration 18Q: 3 clusters Score -50522.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50525.957031 Penalty: 651.424805
	Iteration 19Q: 3 clusters Score -50525.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50528.003906 Penalty: 651.424805
	Iteration 20F: 3 clusters Score -50528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50528.171875 Penalty: 651.424805
	Iteration 21Q: 3 clusters Score -50528.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50528.726562 Penalty: 651.424805
	Iteration 22Q: 3 clusters Score -50528.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50529.730469 Penalty: 651.424805
	Iteration 23Q: 3 clusters Score -50529.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50531.007812 Penalty: 651.424805
	Iteration 24Q: 3 clusters Score -50531.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50532.734375 Penalty: 651.424805
	Iteration 25Q: 3 clusters Score -50532.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50533.433594 Penalty: 651.424805
	Iteration 26Q: 3 clusters Score -50533.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50533.433594 Penalty: 651.424805
	Iteration 27F: 3 clusters Score -50533.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Entering Unmasked Estep 
Score: -144639.687500 Penalty: 373.237885
	Iteration 0F: 2 clusters Score -144639.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -142222.218750 Penalty: 746.475769
	Iteration 0F: 3 clusters Score -142222.2 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -143176.828125 Penalty: 746.475769
	Iteration 1F: 3 clusters Score -143176.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -143468.156250 Penalty: 746.475769
	Iteration 2F: 3 clusters Score -143468.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -143762.546875 Penalty: 746.475769
	Iteration 3F: 3 clusters Score -143762.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -143997.546875 Penalty: 746.475769
	Iteration 4F: 3 clusters Score -143997.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -144145.828125 Penalty: 746.475769
	Iteration 5F: 3 clusters Score -144145.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -144235.687500 Penalty: 746.475769
	Iteration 6Q: 3 clusters Score -144235.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -144285.937500 Penalty: 746.475769
	Iteration 7Q: 3 clusters Score -144285.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -144314.093750 Penalty: 746.475769
	Iteration 8Q: 3 clusters Score -144314.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -144331.359375 Penalty: 746.475769
	Iteration 9Q: 3 clusters Score -144331.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -144347.968750 Penalty: 746.475769
	Iteration 10Q: 3 clusters Score -144348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -144357.484375 Penalty: 746.475769
	Iteration 11Q: 3 clusters Score -144357.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -144362.578125 Penalty: 746.475769
	Iteration 12Q: 3 clusters Score -144362.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -144365.750000 Penalty: 746.475769
	Iteration 13Q: 3 clusters Score -144365.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -144367.328125 Penalty: 746.475769
	Iteration 14Q: 3 clusters Score -144367.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -144368.609375 Penalty: 746.475769
	Iteration 15Q: 3 clusters Score -144368.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -144370.609375 Penalty: 746.475769
	Iteration 16Q: 3 clusters Score -144370.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -144372.140625 Penalty: 746.475769
	Iteration 17Q: 3 clusters Score -144372.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -144374.421875 Penalty: 746.475769
	Iteration 18Q: 3 clusters Score -144374.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -144376.562500 Penalty: 746.475769
	Iteration 19Q: 3 clusters Score -144376.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -144379.281250 Penalty: 746.475769
	Iteration 20F: 3 clusters Score -144379.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -144381.671875 Penalty: 746.475769
	Iteration 21Q: 3 clusters Score -144381.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -144383.718750 Penalty: 746.475769
	Iteration 22Q: 3 clusters Score -144383.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -144384.906250 Penalty: 746.475769
	Iteration 23Q: 3 clusters Score -144384.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -144385.906250 Penalty: 746.475769
	Iteration 24Q: 3 clusters Score -144385.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -144387.328125 Penalty: 746.475769
	Iteration 25Q: 3 clusters Score -144387.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -144388.828125 Penalty: 746.475769
	Iteration 26Q: 3 clusters Score -144388.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -144390.250000 Penalty: 746.475769
	Iteration 27Q: 3 clusters Score -144390.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -144395.078125 Penalty: 746.475769
	Iteration 28Q: 3 clusters Score -144395.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -144399.765625 Penalty: 746.475769
	Iteration 29Q: 3 clusters Score -144399.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -144406.500000 Penalty: 746.475769
	Iteration 30Q: 3 clusters Score -144406.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -144412.343750 Penalty: 746.475769
	Iteration 31Q: 3 clusters Score -144412.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -144418.250000 Penalty: 746.475769
	Iteration 32Q: 3 clusters Score -144418.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -144422.796875 Penalty: 746.475769
	Iteration 33Q: 3 clusters Score -144422.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -144428.843750 Penalty: 746.475769
	Iteration 34Q: 3 clusters Score -144428.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -144434.968750 Penalty: 746.475769
	Iteration 35Q: 3 clusters Score -144435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -144441.187500 Penalty: 746.475769
	Iteration 36Q: 3 clusters Score -144441.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -144445.421875 Penalty: 746.475769
	Iteration 37Q: 3 clusters Score -144445.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -144447.765625 Penalty: 746.475769
	Iteration 38Q: 3 clusters Score -144447.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -144450.437500 Penalty: 746.475769
	Iteration 39Q: 3 clusters Score -144450.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -144452.843750 Penalty: 746.475769
	Iteration 40F: 3 clusters Score -144452.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -144454.375000 Penalty: 746.475769
	Iteration 41Q: 3 clusters Score -144454.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -144454.531250 Penalty: 746.475769
	Iteration 42Q: 3 clusters Score -144454.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -144454.875000 Penalty: 746.475769
	Iteration 43Q: 3 clusters Score -144454.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -144454.875000 Penalty: 746.475769
	Iteration 44F: 3 clusters Score -144454.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Entering Unmasked Estep 
Score: -65886.632812 Penalty: 336.922394
	Iteration 0F: 2 clusters Score -65886.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -64667.667969 Penalty: 673.844788
	Iteration 0F: 3 clusters Score -64667.67 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -65009.054688 Penalty: 673.844788
	Iteration 1F: 3 clusters Score -65009.05 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -65076.335938 Penalty: 673.844788
	Iteration 2F: 3 clusters Score -65076.34 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -65150.449219 Penalty: 673.844788
	Iteration 3F: 3 clusters Score -65150.45 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -65231.066406 Penalty: 673.844788
	Iteration 4F: 3 clusters Score -65231.07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -65304.222656 Penalty: 673.844788
	Iteration 5F: 3 clusters Score -65304.22 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -65378.601562 Penalty: 673.844788
	Iteration 6F: 3 clusters Score -65378.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -65433.929688 Penalty: 673.844788
	Iteration 7Q: 3 clusters Score -65433.93 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -65471.640625 Penalty: 673.844788
	Iteration 8Q: 3 clusters Score -65471.64 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -65500.703125 Penalty: 673.844788
	Iteration 9Q: 3 clusters Score -65500.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -65528.863281 Penalty: 673.844788
	Iteration 10Q: 3 clusters Score -65528.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -65551.390625 Penalty: 673.844788
	Iteration 11Q: 3 clusters Score -65551.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -65567.898438 Penalty: 673.844788
	Iteration 12Q: 3 clusters Score -65567.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -65579.507812 Penalty: 673.844788
	Iteration 13Q: 3 clusters Score -65579.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -65585.382812 Penalty: 673.844788
	Iteration 14Q: 3 clusters Score -65585.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -65587.140625 Penalty: 673.844788
	Iteration 15Q: 3 clusters Score -65587.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -65588.593750 Penalty: 673.844788
	Iteration 16Q: 3 clusters Score -65588.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -65589.031250 Penalty: 673.844788
	Iteration 17Q: 3 clusters Score -65589.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -65590.570312 Penalty: 673.844788
	Iteration 18Q: 3 clusters Score -65590.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -65592.257812 Penalty: 673.844788
	Iteration 19Q: 3 clusters Score -65592.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -65593.179688 Penalty: 673.844788
	Iteration 20F: 3 clusters Score -65593.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -65594.382812 Penalty: 673.844788
	Iteration 21Q: 3 clusters Score -65594.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -65595.765625 Penalty: 673.844788
	Iteration 22Q: 3 clusters Score -65595.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -65596.906250 Penalty: 673.844788
	Iteration 23Q: 3 clusters Score -65596.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -65598.359375 Penalty: 673.844788
	Iteration 24Q: 3 clusters Score -65598.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -65598.359375 Penalty: 673.844788
	Iteration 25F: 3 clusters Score -65598.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Entering Unmasked Estep 
Score: -279444.656250 Penalty: 403.920898
	Iteration 0F: 2 clusters Score -279444.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -274642.343750 Penalty: 807.841797
	Iteration 0F: 3 clusters Score -274642.3 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -276868.093750 Penalty: 807.841797
	Iteration 1F: 3 clusters Score -276868.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -277306.031250 Penalty: 807.841797
	Iteration 2F: 3 clusters Score -277306 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -277685.250000 Penalty: 807.841797
	Iteration 3F: 3 clusters Score -277685.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -278011.562500 Penalty: 807.841797
	Iteration 4F: 3 clusters Score -278011.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -278203.593750 Penalty: 807.841797
	Iteration 5Q: 3 clusters Score -278203.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -278330.281250 Penalty: 807.841797
	Iteration 6Q: 3 clusters Score -278330.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -278425.125000 Penalty: 807.841797
	Iteration 7Q: 3 clusters Score -278425.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -278512.500000 Penalty: 807.841797
	Iteration 8Q: 3 clusters Score -278512.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -278586.125000 Penalty: 807.841797
	Iteration 9Q: 3 clusters Score -278586.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -278666.281250 Penalty: 807.841797
	Iteration 10Q: 3 clusters Score -278666.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -278741.812500 Penalty: 807.841797
	Iteration 11Q: 3 clusters Score -278741.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -278820.093750 Penalty: 807.841797
	Iteration 12Q: 3 clusters Score -278820.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -278872.156250 Penalty: 807.841797
	Iteration 13Q: 3 clusters Score -278872.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -278925.375000 Penalty: 807.841797
	Iteration 14Q: 3 clusters Score -278925.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -278981.250000 Penalty: 807.841797
	Iteration 15Q: 3 clusters Score -278981.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -279031.781250 Penalty: 807.841797
	Iteration 16Q: 3 clusters Score -279031.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -279066.093750 Penalty: 807.841797
	Iteration 17Q: 3 clusters Score -279066.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -279098.812500 Penalty: 807.841797
	Iteration 18Q: 3 clusters Score -279098.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -279124.562500 Penalty: 807.841797
	Iteration 19Q: 3 clusters Score -279124.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -279141.687500 Penalty: 807.841797
	Iteration 20F: 3 clusters Score -279141.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -279153.781250 Penalty: 807.841797
	Iteration 21Q: 3 clusters Score -279153.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -279163.156250 Penalty: 807.841797
	Iteration 22Q: 3 clusters Score -279163.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -279173.187500 Penalty: 807.841797
	Iteration 23Q: 3 clusters Score -279173.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -279182.312500 Penalty: 807.841797
	Iteration 24Q: 3 clusters Score -279182.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -279188.468750 Penalty: 807.841797
	Iteration 25Q: 3 clusters Score -279188.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -279195.875000 Penalty: 807.841797
	Iteration 26Q: 3 clusters Score -279195.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -279202.281250 Penalty: 807.841797
	Iteration 27Q: 3 clusters Score -279202.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -279207.218750 Penalty: 807.841797
	Iteration 28Q: 3 clusters Score -279207.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -279208.500000 Penalty: 807.841797
	Iteration 29Q: 3 clusters Score -279208.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -279209.281250 Penalty: 807.841797
	Iteration 30Q: 3 clusters Score -279209.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -279211.343750 Penalty: 807.841797
	Iteration 31Q: 3 clusters Score -279211.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -279214.187500 Penalty: 807.841797
	Iteration 32Q: 3 clusters Score -279214.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -279216.250000 Penalty: 807.841797
	Iteration 33Q: 3 clusters Score -279216.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -279218.531250 Penalty: 807.841797
	Iteration 34Q: 3 clusters Score -279218.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -279219.750000 Penalty: 807.841797
	Iteration 35Q: 3 clusters Score -279219.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -279222.250000 Penalty: 807.841797
	Iteration 36Q: 3 clusters Score -279222.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -279226.562500 Penalty: 807.841797
	Iteration 37Q: 3 clusters Score -279226.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -279230.812500 Penalty: 807.841797
	Iteration 38Q: 3 clusters Score -279230.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -279234.593750 Penalty: 807.841797
	Iteration 39Q: 3 clusters Score -279234.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -279237.250000 Penalty: 807.841797
	Iteration 40F: 3 clusters Score -279237.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -279240.062500 Penalty: 807.841797
	Iteration 41Q: 3 clusters Score -279240.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -279241.031250 Penalty: 807.841797
	Iteration 42Q: 3 clusters Score -279241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -279242.312500 Penalty: 807.841797
	Iteration 43Q: 3 clusters Score -279242.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -279244.906250 Penalty: 807.841797
	Iteration 44Q: 3 clusters Score -279244.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -279248.156250 Penalty: 807.841797
	Iteration 45Q: 3 clusters Score -279248.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -279250.437500 Penalty: 807.841797
	Iteration 46Q: 3 clusters Score -279250.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -279252.406250 Penalty: 807.841797
	Iteration 47Q: 3 clusters Score -279252.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -279253.937500 Penalty: 807.841797
	Iteration 48Q: 3 clusters Score -279253.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -279255.156250 Penalty: 807.841797
	Iteration 49Q: 3 clusters Score -279255.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -279256.781250 Penalty: 807.841797
	Iteration 50Q: 3 clusters Score -279256.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -279257.187500 Penalty: 807.841797
	Iteration 51Q: 3 clusters Score -279257.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -279257.625000 Penalty: 807.841797
	Iteration 52Q: 3 clusters Score -279257.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -279258.218750 Penalty: 807.841797
	Iteration 53Q: 3 clusters Score -279258.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -279258.625000 Penalty: 807.841797
	Iteration 54Q: 3 clusters Score -279258.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -279259.531250 Penalty: 807.841797
	Iteration 55Q: 3 clusters Score -279259.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -279260.531250 Penalty: 807.841797
	Iteration 56Q: 3 clusters Score -279260.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -279260.312500 Penalty: 807.841797
	Iteration 57Q: 3 clusters Score -279260.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -279261.187500 Penalty: 807.841797
	Iteration 58Q: 3 clusters Score -279261.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -279262.000000 Penalty: 807.841797
	Iteration 59Q: 3 clusters Score -279262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -279263.093750 Penalty: 807.841797
	Iteration 60F: 3 clusters Score -279263.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -279263.937500 Penalty: 807.841797
	Iteration 61Q: 3 clusters Score -279263.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -279263.843750 Penalty: 807.841797
	Iteration 62Q: 3 clusters Score -279263.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -279263.906250 Penalty: 807.841797
	Iteration 63Q: 3 clusters Score -279263.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -279263.937500 Penalty: 807.841797
	Iteration 64Q: 3 clusters Score -279263.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -279264.562500 Penalty: 807.841797
	Iteration 65Q: 3 clusters Score -279264.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -279265.218750 Penalty: 807.841797
	Iteration 66Q: 3 clusters Score -279265.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -279265.406250 Penalty: 807.841797
	Iteration 67Q: 3 clusters Score -279265.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -279266.125000 Penalty: 807.841797
	Iteration 68Q: 3 clusters Score -279266.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -279266.343750 Penalty: 807.841797
	Iteration 69Q: 3 clusters Score -279266.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -279266.531250 Penalty: 807.841797
	Iteration 70Q: 3 clusters Score -279266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -279266.781250 Penalty: 807.841797
	Iteration 71Q: 3 clusters Score -279266.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -279266.781250 Penalty: 807.841797
	Iteration 72F: 3 clusters Score -279266.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (37748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Entering Unmasked Estep 
Score: -1626767.625000 Penalty: 479.510284
	Iteration 0F: 2 clusters Score -1626768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -1601514.375000 Penalty: 959.020569
	Iteration 0F: 3 clusters Score -1601514 nChanged 18290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -1612548.000000 Penalty: 959.020569
	Iteration 1F: 3 clusters Score -1612548 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -1613115.500000 Penalty: 959.020569
	Iteration 2Q: 3 clusters Score -1613116 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -1613801.500000 Penalty: 959.020569
	Iteration 3Q: 3 clusters Score -1613802 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -1614639.625000 Penalty: 959.020569
	Iteration 4Q: 3 clusters Score -1614640 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -1615758.500000 Penalty: 959.020569
	Iteration 5Q: 3 clusters Score -1615758 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -1617294.625000 Penalty: 959.020569
	Iteration 6F: 3 clusters Score -1617295 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -1619073.875000 Penalty: 959.020569
	Iteration 7F: 3 clusters Score -1619074 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -1620655.375000 Penalty: 959.020569
	Iteration 8F: 3 clusters Score -1620655 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -1621725.875000 Penalty: 959.020569
	Iteration 9F: 3 clusters Score -1621726 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -1622247.875000 Penalty: 959.020569
	Iteration 10Q: 3 clusters Score -1622248 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -1622483.125000 Penalty: 959.020569
	Iteration 11Q: 3 clusters Score -1622483 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -1622608.875000 Penalty: 959.020569
	Iteration 12Q: 3 clusters Score -1622609 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -1622711.500000 Penalty: 959.020569
	Iteration 13Q: 3 clusters Score -1622712 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -1622788.750000 Penalty: 959.020569
	Iteration 14Q: 3 clusters Score -1622789 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -1622867.375000 Penalty: 959.020569
	Iteration 15Q: 3 clusters Score -1622867 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -1622944.125000 Penalty: 959.020569
	Iteration 16Q: 3 clusters Score -1622944 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -1623016.125000 Penalty: 959.020569
	Iteration 17Q: 3 clusters Score -1623016 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -1623064.000000 Penalty: 959.020569
	Iteration 18Q: 3 clusters Score -1623064 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -1623099.375000 Penalty: 959.020569
	Iteration 19Q: 3 clusters Score -1623099 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -1623148.125000 Penalty: 959.020569
	Iteration 20F: 3 clusters Score -1623148 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -1623171.625000 Penalty: 959.020569
	Iteration 21Q: 3 clusters Score -1623172 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -1623203.125000 Penalty: 959.020569
	Iteration 22Q: 3 clusters Score -1623203 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -1623238.625000 Penalty: 959.020569
	Iteration 23Q: 3 clusters Score -1623239 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -1623265.000000 Penalty: 959.020569
	Iteration 24Q: 3 clusters Score -1623265 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -1623290.500000 Penalty: 959.020569
	Iteration 25Q: 3 clusters Score -1623290 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -1623308.375000 Penalty: 959.020569
	Iteration 26Q: 3 clusters Score -1623308 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -1623331.000000 Penalty: 959.020569
	Iteration 27Q: 3 clusters Score -1623331 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -1623346.250000 Penalty: 959.020569
	Iteration 28Q: 3 clusters Score -1623346 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -1623361.125000 Penalty: 959.020569
	Iteration 29Q: 3 clusters Score -1623361 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -1623378.875000 Penalty: 959.020569
	Iteration 30Q: 3 clusters Score -1623379 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -1623398.625000 Penalty: 959.020569
	Iteration 31Q: 3 clusters Score -1623399 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -1623416.500000 Penalty: 959.020569
	Iteration 32Q: 3 clusters Score -1623416 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -1623431.125000 Penalty: 959.020569
	Iteration 33Q: 3 clusters Score -1623431 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -1623450.375000 Penalty: 959.020569
	Iteration 34Q: 3 clusters Score -1623450 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -1623466.750000 Penalty: 959.020569
	Iteration 35Q: 3 clusters Score -1623467 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -1623487.250000 Penalty: 959.020569
	Iteration 36Q: 3 clusters Score -1623487 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -1623502.625000 Penalty: 959.020569
	Iteration 37Q: 3 clusters Score -1623503 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -1623519.375000 Penalty: 959.020569
	Iteration 38Q: 3 clusters Score -1623519 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1623545 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -1623554.250000 Penalty: 959.020569
	Iteration 40F: 3 clusters Score -1623554 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -1623573.500000 Penalty: 959.020569
	Iteration 41Q: 3 clusters Score -1623574 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -1623603.625000 Penalty: 959.020569
	Iteration 42Q: 3 clusters Score -1623604 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -1623631.625000 Penalty: 959.020569
	Iteration 43Q: 3 clusters Score -1623632 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -1623652.000000 Penalty: 959.020569
	Iteration 44Q: 3 clusters Score -1623652 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -1623682.000000 Penalty: 959.020569
	Iteration 45Q: 3 clusters Score -1623682 nChanged 215
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1623704 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -1623736.500000 Penalty: 959.020569
	Iteration 47Q: 3 clusters Score -1623736 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -1623757.500000 Penalty: 959.020569
	Iteration 48Q: 3 clusters Score -1623758 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -1623779.625000 Penalty: 959.020569
	Iteration 49Q: 3 clusters Score -1623780 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -1623801.375000 Penalty: 959.020569
	Iteration 50Q: 3 clusters Score -1623801 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -1623820.000000 Penalty: 959.020569
	Iteration 51Q: 3 clusters Score -1623820 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -1623848.500000 Penalty: 959.020569
	Iteration 52Q: 3 clusters Score -1623848 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -1623873.625000 Penalty: 959.020569
	Iteration 53Q: 3 clusters Score -1623874 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -1623920.125000 Penalty: 959.020569
	Iteration 54Q: 3 clusters Score -1623920 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -1623949.125000 Penalty: 959.020569
	Iteration 55Q: 3 clusters Score -1623949 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1623980 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1624020 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -1624052.375000 Penalty: 959.020569
	Iteration 58Q: 3 clusters Score -1624052 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -1624082.375000 Penalty: 959.020569
	Iteration 59Q: 3 clusters Score -1624082 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -1624113.750000 Penalty: 959.020569
	Iteration 60F: 3 clusters Score -1624114 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -1624155.625000 Penalty: 959.020569
	Iteration 61Q: 3 clusters Score -1624156 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -1624196.000000 Penalty: 959.020569
	Iteration 62Q: 3 clusters Score -1624196 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -1624237.375000 Penalty: 959.020569
	Iteration 63Q: 3 clusters Score -1624237 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -1624281.250000 Penalty: 959.020569
	Iteration 64Q: 3 clusters Score -1624281 nChanged 272
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1624331 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1624394 nChanged 302
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1624459 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -1624531.875000 Penalty: 959.020569
	Iteration 68Q: 3 clusters Score -1624532 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1624602 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1624677 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1624745 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -1624821.000000 Penalty: 959.020569
	Iteration 72Q: 3 clusters Score -1624821 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -1624913.875000 Penalty: 959.020569
	Iteration 73Q: 3 clusters Score -1624914 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -1625017.125000 Penalty: 959.020569
	Iteration 74Q: 3 clusters Score -1625017 nChanged 357
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Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -1625134.000000 Penalty: 959.020569
	Iteration 75Q: 3 clusters Score -1625134 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1625249 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1625366 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -1625492.875000 Penalty: 959.020569
	Iteration 78Q: 3 clusters Score -1625493 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -1625629.000000 Penalty: 959.020569
	Iteration 79Q: 3 clusters Score -1625629 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -1625758.500000 Penalty: 959.020569
	Iteration 80F: 3 clusters Score -1625758 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -1625871.000000 Penalty: 959.020569
	Iteration 81Q: 3 clusters Score -1625871 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -1625962.000000 Penalty: 959.020569
	Iteration 82Q: 3 clusters Score -1625962 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -1626028.750000 Penalty: 959.020569
	Iteration 83Q: 3 clusters Score -1626029 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -1626084.500000 Penalty: 959.020569
	Iteration 84Q: 3 clusters Score -1626084 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -1626133.250000 Penalty: 959.020569
	Iteration 85Q: 3 clusters Score -1626133 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -1626180.375000 Penalty: 959.020569
	Iteration 86Q: 3 clusters Score -1626180 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -1626221.875000 Penalty: 959.020569
	Iteration 87Q: 3 clusters Score -1626222 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -1626248.875000 Penalty: 959.020569
	Iteration 88Q: 3 clusters Score -1626249 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -1626284.000000 Penalty: 959.020569
	Iteration 89Q: 3 clusters Score -1626284 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -1626311.000000 Penalty: 959.020569
	Iteration 90Q: 3 clusters Score -1626311 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -1626332.625000 Penalty: 959.020569
	Iteration 91Q: 3 clusters Score -1626333 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -1626346.500000 Penalty: 959.020569
	Iteration 92Q: 3 clusters Score -1626346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -1626355.250000 Penalty: 959.020569
	Iteration 93Q: 3 clusters Score -1626355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1626365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -1626370.625000 Penalty: 959.020569
	Iteration 95Q: 3 clusters Score -1626371 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1626374 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -1626380.750000 Penalty: 959.020569
	Iteration 97Q: 3 clusters Score -1626381 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -1626384.750000 Penalty: 959.020569
	Iteration 98Q: 3 clusters Score -1626385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1626384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -1626389.875000 Penalty: 959.020569
	Iteration 100F: 3 clusters Score -1626390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -1626391.750000 Penalty: 959.020569
	Iteration 101Q: 3 clusters Score -1626392 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -1626393.875000 Penalty: 959.020569
	Iteration 102Q: 3 clusters Score -1626394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -1626395.125000 Penalty: 959.020569
	Iteration 103Q: 3 clusters Score -1626395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -1626397.125000 Penalty: 959.020569
	Iteration 104Q: 3 clusters Score -1626397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -1626400.000000 Penalty: 959.020569
	Iteration 105Q: 3 clusters Score -1626400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -1626400.750000 Penalty: 959.020569
	Iteration 106Q: 3 clusters Score -1626401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -1626400.500000 Penalty: 959.020569
	Iteration 107Q: 3 clusters Score -1626400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -1626402.125000 Penalty: 959.020569
	Iteration 108Q: 3 clusters Score -1626402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -1626401.000000 Penalty: 959.020569
	Iteration 109Q: 3 clusters Score -1626401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -1626402.375000 Penalty: 959.020569
	Iteration 110Q: 3 clusters Score -1626402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -1626402.750000 Penalty: 959.020569
	Iteration 111Q: 3 clusters Score -1626403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -1626404.125000 Penalty: 959.020569
	Iteration 112Q: 3 clusters Score -1626404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -1626404.500000 Penalty: 959.020569
	Iteration 113Q: 3 clusters Score -1626404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -1626405.500000 Penalty: 959.020569
	Iteration 114Q: 3 clusters Score -1626406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -1626405.000000 Penalty: 959.020569
	Iteration 115Q: 3 clusters Score -1626405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -1626406.375000 Penalty: 959.020569
	Iteration 116Q: 3 clusters Score -1626406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -1626409.125000 Penalty: 959.020569
	Iteration 117Q: 3 clusters Score -1626409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -1626408.500000 Penalty: 959.020569
	Iteration 118Q: 3 clusters Score -1626408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -1626410.875000 Penalty: 959.020569
	Iteration 119Q: 3 clusters Score -1626411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -1626410.750000 Penalty: 959.020569
	Iteration 120F: 3 clusters Score -1626411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -1626409.250000 Penalty: 959.020569
	Iteration 121Q: 3 clusters Score -1626409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -1626410.250000 Penalty: 959.020569
	Iteration 122Q: 3 clusters Score -1626410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -1626411.625000 Penalty: 959.020569
	Iteration 123Q: 3 clusters Score -1626412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -1626411.625000 Penalty: 959.020569
	Iteration 124F: 3 clusters Score -1626412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Entering Unmasked Estep 
Score: -135995.343750 Penalty: 371.485229
	Iteration 0F: 2 clusters Score -135995.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -133616.375000 Penalty: 742.970459
	Iteration 0F: 3 clusters Score -133616.4 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -134565.437500 Penalty: 742.970459
	Iteration 1F: 3 clusters Score -134565.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -134700.406250 Penalty: 742.970459
	Iteration 2F: 3 clusters Score -134700.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -134827.062500 Penalty: 742.970459
	Iteration 3F: 3 clusters Score -134827.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -134956.843750 Penalty: 742.970459
	Iteration 4F: 3 clusters Score -134956.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -135114.328125 Penalty: 742.970459
	Iteration 5F: 3 clusters Score -135114.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -135283.562500 Penalty: 742.970459
	Iteration 6F: 3 clusters Score -135283.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -135445.078125 Penalty: 742.970459
	Iteration 7F: 3 clusters Score -135445.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -135552.875000 Penalty: 742.970459
	Iteration 8Q: 3 clusters Score -135552.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -135615.281250 Penalty: 742.970459
	Iteration 9Q: 3 clusters Score -135615.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -135649.750000 Penalty: 742.970459
	Iteration 10Q: 3 clusters Score -135649.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -135669.484375 Penalty: 742.970459
	Iteration 11Q: 3 clusters Score -135669.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -135685.421875 Penalty: 742.970459
	Iteration 12Q: 3 clusters Score -135685.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -135697.140625 Penalty: 742.970459
	Iteration 13Q: 3 clusters Score -135697.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -135706.000000 Penalty: 742.970459
	Iteration 14Q: 3 clusters Score -135706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -135713.562500 Penalty: 742.970459
	Iteration 15Q: 3 clusters Score -135713.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -135719.609375 Penalty: 742.970459
	Iteration 16Q: 3 clusters Score -135719.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -135723.359375 Penalty: 742.970459
	Iteration 17Q: 3 clusters Score -135723.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -135729.640625 Penalty: 742.970459
	Iteration 18Q: 3 clusters Score -135729.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -135736.031250 Penalty: 742.970459
	Iteration 19Q: 3 clusters Score -135736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -135738.812500 Penalty: 742.970459
	Iteration 20F: 3 clusters Score -135738.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -135741.000000 Penalty: 742.970459
	Iteration 21Q: 3 clusters Score -135741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -135743.515625 Penalty: 742.970459
	Iteration 22Q: 3 clusters Score -135743.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -135744.671875 Penalty: 742.970459
	Iteration 23Q: 3 clusters Score -135744.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -135745.734375 Penalty: 742.970459
	Iteration 24Q: 3 clusters Score -135745.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -135746.343750 Penalty: 742.970459
	Iteration 25Q: 3 clusters Score -135746.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -135746.343750 Penalty: 742.970459
	Iteration 26F: 3 clusters Score -135746.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -50815.222656 Penalty: 331.739349
	Iteration 0F: 2 clusters Score -50815.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -49731.308594 Penalty: 663.478699
	Iteration 0F: 3 clusters Score -49731.31 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -50143.804688 Penalty: 663.478699
	Iteration 1F: 3 clusters Score -50143.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -50247.343750 Penalty: 663.478699
	Iteration 2F: 3 clusters Score -50247.34 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -50301.929688 Penalty: 663.478699
	Iteration 3F: 3 clusters Score -50301.93 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -50346.039062 Penalty: 663.478699
	Iteration 4Q: 3 clusters Score -50346.04 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -50375.460938 Penalty: 663.478699
	Iteration 5Q: 3 clusters Score -50375.46 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -50411.871094 Penalty: 663.478699
	Iteration 6Q: 3 clusters Score -50411.87 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -50438.648438 Penalty: 663.478699
	Iteration 7Q: 3 clusters Score -50438.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -50457.210938 Penalty: 663.478699
	Iteration 8Q: 3 clusters Score -50457.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -50472.863281 Penalty: 663.478699
	Iteration 9Q: 3 clusters Score -50472.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -50482.210938 Penalty: 663.478699
	Iteration 10Q: 3 clusters Score -50482.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -50492.210938 Penalty: 663.478699
	Iteration 11Q: 3 clusters Score -50492.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -50507.546875 Penalty: 663.478699
	Iteration 12Q: 3 clusters Score -50507.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -50516.367188 Penalty: 663.478699
	Iteration 13Q: 3 clusters Score -50516.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -50520.437500 Penalty: 663.478699
	Iteration 14Q: 3 clusters Score -50520.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -50522.652344 Penalty: 663.478699
	Iteration 15Q: 3 clusters Score -50522.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -50524.734375 Penalty: 663.478699
	Iteration 16Q: 3 clusters Score -50524.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -50527.484375 Penalty: 663.478699
	Iteration 17Q: 3 clusters Score -50527.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -50531.320312 Penalty: 663.478699
	Iteration 18Q: 3 clusters Score -50531.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -50536.371094 Penalty: 663.478699
	Iteration 19Q: 3 clusters Score -50536.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -50543.496094 Penalty: 663.478699
	Iteration 20F: 3 clusters Score -50543.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -50556.804688 Penalty: 663.478699
	Iteration 21Q: 3 clusters Score -50556.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -50574.164062 Penalty: 663.478699
	Iteration 22Q: 3 clusters Score -50574.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -50592.304688 Penalty: 663.478699
	Iteration 23Q: 3 clusters Score -50592.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -50602.589844 Penalty: 663.478699
	Iteration 24Q: 3 clusters Score -50602.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -50606.539062 Penalty: 663.478699
	Iteration 25Q: 3 clusters Score -50606.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -50609.105469 Penalty: 663.478699
	Iteration 26Q: 3 clusters Score -50609.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -50610.355469 Penalty: 663.478699
	Iteration 27Q: 3 clusters Score -50610.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -50610.984375 Penalty: 663.478699
	Iteration 28Q: 3 clusters Score -50610.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -50611.265625 Penalty: 663.478699
	Iteration 29Q: 3 clusters Score -50611.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -50611.265625 Penalty: 663.478699
	Iteration 30F: 3 clusters Score -50611.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -35720.964844 Penalty: 316.174835
	Iteration 0F: 2 clusters Score -35720.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -34921.367188 Penalty: 632.349670
	Iteration 0F: 3 clusters Score -34921.37 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -35286.691406 Penalty: 632.349670
	Iteration 1F: 3 clusters Score -35286.69 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -35408.488281 Penalty: 632.349670
	Iteration 2F: 3 clusters Score -35408.49 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -35468.691406 Penalty: 632.349670
	Iteration 3F: 3 clusters Score -35468.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -35502.144531 Penalty: 632.349670
	Iteration 4Q: 3 clusters Score -35502.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -35523.800781 Penalty: 632.349670
	Iteration 5Q: 3 clusters Score -35523.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -35546.902344 Penalty: 632.349670
	Iteration 6Q: 3 clusters Score -35546.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -35573.277344 Penalty: 632.349670
	Iteration 7Q: 3 clusters Score -35573.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -35596.550781 Penalty: 632.349670
	Iteration 8Q: 3 clusters Score -35596.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -35629.007812 Penalty: 632.349670
	Iteration 9Q: 3 clusters Score -35629.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -35653.660156 Penalty: 632.349670
	Iteration 10Q: 3 clusters Score -35653.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -35672.378906 Penalty: 632.349670
	Iteration 11Q: 3 clusters Score -35672.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -35686.289062 Penalty: 632.349670
	Iteration 12Q: 3 clusters Score -35686.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -35699.332031 Penalty: 632.349670
	Iteration 13Q: 3 clusters Score -35699.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -35707.308594 Penalty: 632.349670
	Iteration 14Q: 3 clusters Score -35707.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -35714.406250 Penalty: 632.349670
	Iteration 15Q: 3 clusters Score -35714.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -35722.355469 Penalty: 632.349670
	Iteration 16Q: 3 clusters Score -35722.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -35725.812500 Penalty: 632.349670
	Iteration 17Q: 3 clusters Score -35725.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -35726.359375 Penalty: 632.349670
	Iteration 18Q: 3 clusters Score -35726.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -35727.000000 Penalty: 632.349670
	Iteration 19Q: 3 clusters Score -35727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -35728.859375 Penalty: 632.349670
	Iteration 20F: 3 clusters Score -35728.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -35729.789062 Penalty: 632.349670
	Iteration 21Q: 3 clusters Score -35729.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -35730.351562 Penalty: 632.349670
	Iteration 22Q: 3 clusters Score -35730.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -35730.351562 Penalty: 632.349670
	Iteration 23F: 3 clusters Score -35730.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157867 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 5009 members 
Mstep: Class 8 contains 4303 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5731 members 
Mstep: Class 11 contains 6507 members 
Mstep: Class 12 contains 26570 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7275 members 
Mstep: Class 15 contains 300032 members 
Mstep: Class 16 contains 60657 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5223 members 
Mstep: Class 22 contains 18148 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1966 members 
Mstep: Class 25 contains 807 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37748 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 266 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1834 members 
Mstep: Class 44 contains 713 members 
Mstep: Class 45 contains 776 members 
Entering Unmasked Estep 
Score: -28351460.000000 Penalty: 27642.884766
Splitting cluster 33 changes total score from -28351704.000000 to -28351460.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Entering Unmasked Estep 
Score: -45311.292969 Penalty: 324.273529
	Iteration 0F: 2 clusters Score -45311.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -44344.992188 Penalty: 648.547058
	Iteration 0F: 3 clusters Score -44344.99 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -44748.503906 Penalty: 648.547058
	Iteration 1F: 3 clusters Score -44748.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -44843.429688 Penalty: 648.547058
	Iteration 2F: 3 clusters Score -44843.43 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -44918.953125 Penalty: 648.547058
	Iteration 3F: 3 clusters Score -44918.95 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -44976.203125 Penalty: 648.547058
	Iteration 4Q: 3 clusters Score -44976.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -45022.339844 Penalty: 648.547058
	Iteration 5Q: 3 clusters Score -45022.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -45052.285156 Penalty: 648.547058
	Iteration 6Q: 3 clusters Score -45052.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -45074.484375 Penalty: 648.547058
	Iteration 7Q: 3 clusters Score -45074.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -45083.609375 Penalty: 648.547058
	Iteration 8Q: 3 clusters Score -45083.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -45088.460938 Penalty: 648.547058
	Iteration 9Q: 3 clusters Score -45088.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -45092.429688 Penalty: 648.547058
	Iteration 10Q: 3 clusters Score -45092.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -45096.390625 Penalty: 648.547058
	Iteration 11Q: 3 clusters Score -45096.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -45099.273438 Penalty: 648.547058
	Iteration 12Q: 3 clusters Score -45099.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -45101.531250 Penalty: 648.547058
	Iteration 13Q: 3 clusters Score -45101.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -45101.531250 Penalty: 648.547058
	Iteration 14F: 3 clusters Score -45101.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -37012.761719 Penalty: 315.691925
	Iteration 0F: 2 clusters Score -37012.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -36182.625000 Penalty: 631.383850
	Iteration 0F: 3 clusters Score -36182.62 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -36407.714844 Penalty: 631.383850
	Iteration 1F: 3 clusters Score -36407.71 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -36464.242188 Penalty: 631.383850
	Iteration 2F: 3 clusters Score -36464.24 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -36506.640625 Penalty: 631.383850
	Iteration 3F: 3 clusters Score -36506.64 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -36543.378906 Penalty: 631.383850
	Iteration 4F: 3 clusters Score -36543.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -36585.750000 Penalty: 631.383850
	Iteration 5Q: 3 clusters Score -36585.75 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -36620.382812 Penalty: 631.383850
	Iteration 6Q: 3 clusters Score -36620.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -36644.792969 Penalty: 631.383850
	Iteration 7Q: 3 clusters Score -36644.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -36659.917969 Penalty: 631.383850
	Iteration 8Q: 3 clusters Score -36659.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -36672.023438 Penalty: 631.383850
	Iteration 9Q: 3 clusters Score -36672.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -36683.593750 Penalty: 631.383850
	Iteration 10Q: 3 clusters Score -36683.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -36690.003906 Penalty: 631.383850
	Iteration 11Q: 3 clusters Score -36690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -36693.820312 Penalty: 631.383850
	Iteration 12Q: 3 clusters Score -36693.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -36695.125000 Penalty: 631.383850
	Iteration 13Q: 3 clusters Score -36695.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -36695.125000 Penalty: 631.383850
	Iteration 14F: 3 clusters Score -36695.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -24333.021484 Penalty: 293.280243
	Iteration 0F: 2 clusters Score -24333.02 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 323 members 
Entering Unmasked Estep 
Score: -23763.757812 Penalty: 586.560486
	Iteration 0F: 3 clusters Score -23763.76 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -23912.486328 Penalty: 586.560486
	Iteration 1F: 3 clusters Score -23912.49 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -23955.015625 Penalty: 586.560486
	Iteration 2F: 3 clusters Score -23955.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -23980.910156 Penalty: 586.560486
	Iteration 3Q: 3 clusters Score -23980.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23992.441406 Penalty: 586.560486
	Iteration 4Q: 3 clusters Score -23992.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -23999.097656 Penalty: 586.560486
	Iteration 5Q: 3 clusters Score -23999.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -24006.343750 Penalty: 586.560486
	Iteration 6Q: 3 clusters Score -24006.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -24009.193359 Penalty: 586.560486
	Iteration 7Q: 3 clusters Score -24009.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -24010.115234 Penalty: 586.560486
	Iteration 8Q: 3 clusters Score -24010.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -24010.808594 Penalty: 586.560486
	Iteration 9Q: 3 clusters Score -24010.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -24012.742188 Penalty: 586.560486
	Iteration 10Q: 3 clusters Score -24012.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -24013.441406 Penalty: 586.560486
	Iteration 11Q: 3 clusters Score -24013.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -24014.349609 Penalty: 586.560486
	Iteration 12Q: 3 clusters Score -24014.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -24014.710938 Penalty: 586.560486
	Iteration 13Q: 3 clusters Score -24014.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -24015.240234 Penalty: 586.560486
	Iteration 14Q: 3 clusters Score -24015.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -24015.875000 Penalty: 586.560486
	Iteration 15Q: 3 clusters Score -24015.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -24016.582031 Penalty: 586.560486
	Iteration 16Q: 3 clusters Score -24016.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -24018.517578 Penalty: 586.560486
	Iteration 17Q: 3 clusters Score -24018.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -24019.318359 Penalty: 586.560486
	Iteration 18Q: 3 clusters Score -24019.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -24020.224609 Penalty: 586.560486
	Iteration 19Q: 3 clusters Score -24020.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -24020.587891 Penalty: 586.560486
	Iteration 20F: 3 clusters Score -24020.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -24021.324219 Penalty: 586.560486
	Iteration 21Q: 3 clusters Score -24021.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -24022.189453 Penalty: 586.560486
	Iteration 22Q: 3 clusters Score -24022.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -24023.728516 Penalty: 586.560486
	Iteration 23Q: 3 clusters Score -24023.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -24025.021484 Penalty: 586.560486
	Iteration 24Q: 3 clusters Score -24025.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -24026.910156 Penalty: 586.560486
	Iteration 25Q: 3 clusters Score -24026.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -24026.910156 Penalty: 586.560486
	Iteration 26F: 3 clusters Score -24026.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -158178.390625 Penalty: 377.151184
	Iteration 0F: 2 clusters Score -158178.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -155488.843750 Penalty: 754.302368
	Iteration 0F: 3 clusters Score -155488.8 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -156486.187500 Penalty: 754.302368
	Iteration 1F: 3 clusters Score -156486.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -156637.359375 Penalty: 754.302368
	Iteration 2F: 3 clusters Score -156637.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -156765.187500 Penalty: 754.302368
	Iteration 3F: 3 clusters Score -156765.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -156878.171875 Penalty: 754.302368
	Iteration 4F: 3 clusters Score -156878.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -157015.265625 Penalty: 754.302368
	Iteration 5F: 3 clusters Score -157015.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -157130.593750 Penalty: 754.302368
	Iteration 6Q: 3 clusters Score -157130.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -157221.218750 Penalty: 754.302368
	Iteration 7Q: 3 clusters Score -157221.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -157304.015625 Penalty: 754.302368
	Iteration 8Q: 3 clusters Score -157304 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -157375.171875 Penalty: 754.302368
	Iteration 9Q: 3 clusters Score -157375.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -157443.093750 Penalty: 754.302368
	Iteration 10Q: 3 clusters Score -157443.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -157504.921875 Penalty: 754.302368
	Iteration 11Q: 3 clusters Score -157504.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -157557.187500 Penalty: 754.302368
	Iteration 12Q: 3 clusters Score -157557.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -157616.203125 Penalty: 754.302368
	Iteration 13Q: 3 clusters Score -157616.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -157666.453125 Penalty: 754.302368
	Iteration 14Q: 3 clusters Score -157666.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -157695.578125 Penalty: 754.302368
	Iteration 15Q: 3 clusters Score -157695.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -157713.828125 Penalty: 754.302368
	Iteration 16Q: 3 clusters Score -157713.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -157730.656250 Penalty: 754.302368
	Iteration 17Q: 3 clusters Score -157730.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -157743.718750 Penalty: 754.302368
	Iteration 18Q: 3 clusters Score -157743.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -157754.406250 Penalty: 754.302368
	Iteration 19Q: 3 clusters Score -157754.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -157765.640625 Penalty: 754.302368
	Iteration 20F: 3 clusters Score -157765.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -157776.046875 Penalty: 754.302368
	Iteration 21Q: 3 clusters Score -157776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -157790.234375 Penalty: 754.302368
	Iteration 22Q: 3 clusters Score -157790.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -157805.750000 Penalty: 754.302368
	Iteration 23Q: 3 clusters Score -157805.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -157815.031250 Penalty: 754.302368
	Iteration 24Q: 3 clusters Score -157815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -157820.562500 Penalty: 754.302368
	Iteration 25Q: 3 clusters Score -157820.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -157822.515625 Penalty: 754.302368
	Iteration 26Q: 3 clusters Score -157822.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -157824.468750 Penalty: 754.302368
	Iteration 27Q: 3 clusters Score -157824.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -157826.437500 Penalty: 754.302368
	Iteration 28Q: 3 clusters Score -157826.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -157827.921875 Penalty: 754.302368
	Iteration 29Q: 3 clusters Score -157827.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -157830.671875 Penalty: 754.302368
	Iteration 30Q: 3 clusters Score -157830.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -157831.859375 Penalty: 754.302368
	Iteration 31Q: 3 clusters Score -157831.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -157832.562500 Penalty: 754.302368
	Iteration 32Q: 3 clusters Score -157832.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -157833.468750 Penalty: 754.302368
	Iteration 33Q: 3 clusters Score -157833.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -157833.671875 Penalty: 754.302368
	Iteration 34Q: 3 clusters Score -157833.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -157834.109375 Penalty: 754.302368
	Iteration 35Q: 3 clusters Score -157834.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -157833.968750 Penalty: 754.302368
	Iteration 36Q: 3 clusters Score -157834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -157833.968750 Penalty: 754.302368
	Iteration 37F: 3 clusters Score -157834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Entering Unmasked Estep 
Score: -1005955.625000 Penalty: 463.063049
	Iteration 0F: 2 clusters Score -1005956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -988452.187500 Penalty: 926.126099
	Iteration 0F: 3 clusters Score -988452.2 nChanged 12489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -996652.437500 Penalty: 926.126099
	Iteration 1F: 3 clusters Score -996652.4 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -997860.187500 Penalty: 926.126099
	Iteration 2F: 3 clusters Score -997860.2 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -999269.062500 Penalty: 926.126099
	Iteration 3F: 3 clusters Score -999269.1 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1000864.625000 Penalty: 926.126099
	Iteration 4F: 3 clusters Score -1000865 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1002404.875000 Penalty: 926.126099
	Iteration 5F: 3 clusters Score -1002405 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1003672.562500 Penalty: 926.126099
	Iteration 6F: 3 clusters Score -1003673 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1004603.875000 Penalty: 926.126099
	Iteration 7Q: 3 clusters Score -1004604 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1005257.125000 Penalty: 926.126099
	Iteration 8Q: 3 clusters Score -1005257 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1005538.375000 Penalty: 926.126099
	Iteration 9Q: 3 clusters Score -1005538 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1005638.187500 Penalty: 926.126099
	Iteration 10Q: 3 clusters Score -1005638 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1005681.375000 Penalty: 926.126099
	Iteration 11Q: 3 clusters Score -1005681 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1005707.562500 Penalty: 926.126099
	Iteration 12Q: 3 clusters Score -1005708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1005718.937500 Penalty: 926.126099
	Iteration 13Q: 3 clusters Score -1005719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1005724.500000 Penalty: 926.126099
	Iteration 14Q: 3 clusters Score -1005724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1005726.312500 Penalty: 926.126099
	Iteration 15Q: 3 clusters Score -1005726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1005729.375000 Penalty: 926.126099
	Iteration 16Q: 3 clusters Score -1005729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1005727.500000 Penalty: 926.126099
	Iteration 17Q: 3 clusters Score -1005728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1005729.625000 Penalty: 926.126099
	Iteration 18Q: 3 clusters Score -1005730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1005729.625000 Penalty: 926.126099
	Iteration 19F: 3 clusters Score -1005730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -5103.468750 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -5103.469 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 98 members 
Entering Unmasked Estep 
Score: -4849.346680 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -4849.347 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4904.447754 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -4904.448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4917.400879 Penalty: 473.564606
	Iteration 2Q: 3 clusters Score -4917.401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4920.839355 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -4920.839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4925.785645 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -4925.786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4929.725098 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -4929.725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4929.725098 Penalty: 473.564606
	Iteration 6F: 3 clusters Score -4929.725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -105835.406250 Penalty: 358.387054
	Iteration 0F: 2 clusters Score -105835.4 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 1371 members 
Entering Unmasked Estep 
Score: -104006.242188 Penalty: 716.774109
	Iteration 0F: 3 clusters Score -104006.2 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -104626.015625 Penalty: 716.774109
	Iteration 1F: 3 clusters Score -104626 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -104726.226562 Penalty: 716.774109
	Iteration 2F: 3 clusters Score -104726.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -104816.351562 Penalty: 716.774109
	Iteration 3F: 3 clusters Score -104816.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -104899.617188 Penalty: 716.774109
	Iteration 4F: 3 clusters Score -104899.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -104978.796875 Penalty: 716.774109
	Iteration 5Q: 3 clusters Score -104978.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -105065.171875 Penalty: 716.774109
	Iteration 6Q: 3 clusters Score -105065.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -105143.085938 Penalty: 716.774109
	Iteration 7Q: 3 clusters Score -105143.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -105209.460938 Penalty: 716.774109
	Iteration 8Q: 3 clusters Score -105209.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -105275.562500 Penalty: 716.774109
	Iteration 9Q: 3 clusters Score -105275.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -105321.156250 Penalty: 716.774109
	Iteration 10Q: 3 clusters Score -105321.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -105352.148438 Penalty: 716.774109
	Iteration 11Q: 3 clusters Score -105352.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -105374.289062 Penalty: 716.774109
	Iteration 12Q: 3 clusters Score -105374.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -105391.359375 Penalty: 716.774109
	Iteration 13Q: 3 clusters Score -105391.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -105411.687500 Penalty: 716.774109
	Iteration 14Q: 3 clusters Score -105411.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -105427.953125 Penalty: 716.774109
	Iteration 15Q: 3 clusters Score -105428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -105445.570312 Penalty: 716.774109
	Iteration 16Q: 3 clusters Score -105445.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -105472.296875 Penalty: 716.774109
	Iteration 17Q: 3 clusters Score -105472.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -105495.757812 Penalty: 716.774109
	Iteration 18Q: 3 clusters Score -105495.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -105510.070312 Penalty: 716.774109
	Iteration 19Q: 3 clusters Score -105510.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -105515.820312 Penalty: 716.774109
	Iteration 20F: 3 clusters Score -105515.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -105520.718750 Penalty: 716.774109
	Iteration 21Q: 3 clusters Score -105520.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -105523.546875 Penalty: 716.774109
	Iteration 22Q: 3 clusters Score -105523.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -105526.070312 Penalty: 716.774109
	Iteration 23Q: 3 clusters Score -105526.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -105527.250000 Penalty: 716.774109
	Iteration 24Q: 3 clusters Score -105527.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -105529.859375 Penalty: 716.774109
	Iteration 25Q: 3 clusters Score -105529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -105532.023438 Penalty: 716.774109
	Iteration 26Q: 3 clusters Score -105532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -105532.500000 Penalty: 716.774109
	Iteration 27Q: 3 clusters Score -105532.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -105532.500000 Penalty: 716.774109
	Iteration 28F: 3 clusters Score -105532.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Entering Unmasked Estep 
Score: -37607.667969 Penalty: 312.445465
	Iteration 0F: 2 clusters Score -37607.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -36834.406250 Penalty: 624.890930
	Iteration 0F: 3 clusters Score -36834.41 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -37025.382812 Penalty: 624.890930
	Iteration 1F: 3 clusters Score -37025.38 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -37061.746094 Penalty: 624.890930
	Iteration 2F: 3 clusters Score -37061.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -37086.671875 Penalty: 624.890930
	Iteration 3Q: 3 clusters Score -37086.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -37102.679688 Penalty: 624.890930
	Iteration 4Q: 3 clusters Score -37102.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -37110.539062 Penalty: 624.890930
	Iteration 5Q: 3 clusters Score -37110.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -37117.402344 Penalty: 624.890930
	Iteration 6Q: 3 clusters Score -37117.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -37126.160156 Penalty: 624.890930
	Iteration 7Q: 3 clusters Score -37126.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -37132.136719 Penalty: 624.890930
	Iteration 8Q: 3 clusters Score -37132.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -37137.179688 Penalty: 624.890930
	Iteration 9Q: 3 clusters Score -37137.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -37147.726562 Penalty: 624.890930
	Iteration 10Q: 3 clusters Score -37147.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37171.492188 Penalty: 624.890930
	Iteration 11Q: 3 clusters Score -37171.49 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37198.378906 Penalty: 624.890930
	Iteration 12Q: 3 clusters Score -37198.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37223.472656 Penalty: 624.890930
	Iteration 13Q: 3 clusters Score -37223.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37248.113281 Penalty: 624.890930
	Iteration 14Q: 3 clusters Score -37248.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37273.351562 Penalty: 624.890930
	Iteration 15Q: 3 clusters Score -37273.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37295.503906 Penalty: 624.890930
	Iteration 16Q: 3 clusters Score -37295.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -37311.441406 Penalty: 624.890930
	Iteration 17Q: 3 clusters Score -37311.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37327.035156 Penalty: 624.890930
	Iteration 18Q: 3 clusters Score -37327.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -37336.226562 Penalty: 624.890930
	Iteration 19Q: 3 clusters Score -37336.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -37345.914062 Penalty: 624.890930
	Iteration 20F: 3 clusters Score -37345.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -37351.023438 Penalty: 624.890930
	Iteration 21Q: 3 clusters Score -37351.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -37356.066406 Penalty: 624.890930
	Iteration 22Q: 3 clusters Score -37356.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -37359.539062 Penalty: 624.890930
	Iteration 23Q: 3 clusters Score -37359.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -37368.625000 Penalty: 624.890930
	Iteration 24Q: 3 clusters Score -37368.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -37377.664062 Penalty: 624.890930
	Iteration 25Q: 3 clusters Score -37377.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -37380.882812 Penalty: 624.890930
	Iteration 26Q: 3 clusters Score -37380.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -37385.023438 Penalty: 624.890930
	Iteration 27Q: 3 clusters Score -37385.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -37389.324219 Penalty: 624.890930
	Iteration 28Q: 3 clusters Score -37389.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -37390.304688 Penalty: 624.890930
	Iteration 29Q: 3 clusters Score -37390.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -37390.570312 Penalty: 624.890930
	Iteration 30Q: 3 clusters Score -37390.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -37390.570312 Penalty: 624.890930
	Iteration 31F: 3 clusters Score -37390.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Entering Unmasked Estep 
Score: -61143.281250 Penalty: 333.889832
	Iteration 0F: 2 clusters Score -61143.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -60003.503906 Penalty: 667.779663
	Iteration 0F: 3 clusters Score -60003.5 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -60397.007812 Penalty: 667.779663
	Iteration 1F: 3 clusters Score -60397.01 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -60476.253906 Penalty: 667.779663
	Iteration 2F: 3 clusters Score -60476.25 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -60561.437500 Penalty: 667.779663
	Iteration 3F: 3 clusters Score -60561.44 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -60617.570312 Penalty: 667.779663
	Iteration 4F: 3 clusters Score -60617.57 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -60658.640625 Penalty: 667.779663
	Iteration 5Q: 3 clusters Score -60658.64 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60693.097656 Penalty: 667.779663
	Iteration 6Q: 3 clusters Score -60693.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60729.406250 Penalty: 667.779663
	Iteration 7Q: 3 clusters Score -60729.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -60757.105469 Penalty: 667.779663
	Iteration 8Q: 3 clusters Score -60757.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60772.789062 Penalty: 667.779663
	Iteration 9Q: 3 clusters Score -60772.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60784.363281 Penalty: 667.779663
	Iteration 10Q: 3 clusters Score -60784.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60793.886719 Penalty: 667.779663
	Iteration 11Q: 3 clusters Score -60793.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60800.136719 Penalty: 667.779663
	Iteration 12Q: 3 clusters Score -60800.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -60803.445312 Penalty: 667.779663
	Iteration 13Q: 3 clusters Score -60803.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -60807.601562 Penalty: 667.779663
	Iteration 14Q: 3 clusters Score -60807.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -60811.937500 Penalty: 667.779663
	Iteration 15Q: 3 clusters Score -60811.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -60815.363281 Penalty: 667.779663
	Iteration 16Q: 3 clusters Score -60815.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -60815.632812 Penalty: 667.779663
	Iteration 17Q: 3 clusters Score -60815.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -60815.933594 Penalty: 667.779663
	Iteration 18Q: 3 clusters Score -60815.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -60816.300781 Penalty: 667.779663
	Iteration 19Q: 3 clusters Score -60816.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -60816.363281 Penalty: 667.779663
	Iteration 20F: 3 clusters Score -60816.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -60816.898438 Penalty: 667.779663
	Iteration 21Q: 3 clusters Score -60816.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -60816.898438 Penalty: 667.779663
	Iteration 22F: 3 clusters Score -60816.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Entering Unmasked Estep 
Score: -73466.562500 Penalty: 341.898590
	Iteration 0F: 2 clusters Score -73466.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -72165.632812 Penalty: 683.797180
	Iteration 0F: 3 clusters Score -72165.63 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -72630.648438 Penalty: 683.797180
	Iteration 1F: 3 clusters Score -72630.65 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -72715.234375 Penalty: 683.797180
	Iteration 2F: 3 clusters Score -72715.23 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -72794.187500 Penalty: 683.797180
	Iteration 3F: 3 clusters Score -72794.19 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -72863.921875 Penalty: 683.797180
	Iteration 4F: 3 clusters Score -72863.92 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -72925.335938 Penalty: 683.797180
	Iteration 5Q: 3 clusters Score -72925.34 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -72974.554688 Penalty: 683.797180
	Iteration 6Q: 3 clusters Score -72974.55 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -73024.976562 Penalty: 683.797180
	Iteration 7Q: 3 clusters Score -73024.98 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -73068.453125 Penalty: 683.797180
	Iteration 8Q: 3 clusters Score -73068.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -73093.171875 Penalty: 683.797180
	Iteration 9Q: 3 clusters Score -73093.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73109.765625 Penalty: 683.797180
	Iteration 10Q: 3 clusters Score -73109.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73134.093750 Penalty: 683.797180
	Iteration 11Q: 3 clusters Score -73134.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -73157.656250 Penalty: 683.797180
	Iteration 12Q: 3 clusters Score -73157.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -73178.937500 Penalty: 683.797180
	Iteration 13Q: 3 clusters Score -73178.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -73196.171875 Penalty: 683.797180
	Iteration 14Q: 3 clusters Score -73196.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73203.296875 Penalty: 683.797180
	Iteration 15Q: 3 clusters Score -73203.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -73210.898438 Penalty: 683.797180
	Iteration 16Q: 3 clusters Score -73210.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -73216.210938 Penalty: 683.797180
	Iteration 17Q: 3 clusters Score -73216.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -73217.429688 Penalty: 683.797180
	Iteration 18Q: 3 clusters Score -73217.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -73218.726562 Penalty: 683.797180
	Iteration 19Q: 3 clusters Score -73218.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -73219.304688 Penalty: 683.797180
	Iteration 20F: 3 clusters Score -73219.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -28499.048828 Penalty: 298.911407
	Iteration 0F: 2 clusters Score -28499.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -27886.623047 Penalty: 597.822815
	Iteration 0F: 3 clusters Score -27886.62 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -28053.400391 Penalty: 597.822815
	Iteration 1F: 3 clusters Score -28053.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -28105.169922 Penalty: 597.822815
	Iteration 2F: 3 clusters Score -28105.17 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -28128.240234 Penalty: 597.822815
	Iteration 3F: 3 clusters Score -28128.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -28139.464844 Penalty: 597.822815
	Iteration 4Q: 3 clusters Score -28139.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -28152.402344 Penalty: 597.822815
	Iteration 5Q: 3 clusters Score -28152.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -28160.515625 Penalty: 597.822815
	Iteration 6Q: 3 clusters Score -28160.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -28168.513672 Penalty: 597.822815
	Iteration 7Q: 3 clusters Score -28168.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -28170.939453 Penalty: 597.822815
	Iteration 8Q: 3 clusters Score -28170.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -28171.519531 Penalty: 597.822815
	Iteration 9Q: 3 clusters Score -28171.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -28172.457031 Penalty: 597.822815
	Iteration 10Q: 3 clusters Score -28172.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -28175.234375 Penalty: 597.822815
	Iteration 11Q: 3 clusters Score -28175.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -28179.216797 Penalty: 597.822815
	Iteration 12Q: 3 clusters Score -28179.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -28182.949219 Penalty: 597.822815
	Iteration 13Q: 3 clusters Score -28182.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -28188.482422 Penalty: 597.822815
	Iteration 14Q: 3 clusters Score -28188.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -28191.287109 Penalty: 597.822815
	Iteration 15Q: 3 clusters Score -28191.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -28192.587891 Penalty: 597.822815
	Iteration 16Q: 3 clusters Score -28192.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -28194.111328 Penalty: 597.822815
	Iteration 17Q: 3 clusters Score -28194.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -28197.144531 Penalty: 597.822815
	Iteration 18Q: 3 clusters Score -28197.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -28202.476562 Penalty: 597.822815
	Iteration 19Q: 3 clusters Score -28202.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -28206.939453 Penalty: 597.822815
	Iteration 20F: 3 clusters Score -28206.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -28210.289062 Penalty: 597.822815
	Iteration 21Q: 3 clusters Score -28210.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -28215.091797 Penalty: 597.822815
	Iteration 22Q: 3 clusters Score -28215.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -28218.837891 Penalty: 597.822815
	Iteration 23Q: 3 clusters Score -28218.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -28223.583984 Penalty: 597.822815
	Iteration 24Q: 3 clusters Score -28223.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -28226.871094 Penalty: 597.822815
	Iteration 25Q: 3 clusters Score -28226.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -28228.531250 Penalty: 597.822815
	Iteration 26Q: 3 clusters Score -28228.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -28229.263672 Penalty: 597.822815
	Iteration 27Q: 3 clusters Score -28229.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -28229.263672 Penalty: 597.822815
	Iteration 28F: 3 clusters Score -28229.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157867 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 5009 members 
Mstep: Class 8 contains 4303 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5731 members 
Mstep: Class 11 contains 6507 members 
Mstep: Class 12 contains 26570 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7275 members 
Mstep: Class 15 contains 300032 members 
Mstep: Class 16 contains 60657 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5223 members 
Mstep: Class 22 contains 18148 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1966 members 
Mstep: Class 25 contains 807 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37748 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1834 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351716.000000 Penalty: 27028.597656
Iteration 439Q: 45 clusters Score -2.835172e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157846 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2168 members 
Mstep: Class 7 contains 5006 members 
Mstep: Class 8 contains 4302 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5731 members 
Mstep: Class 11 contains 6511 members 
Mstep: Class 12 contains 26569 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7275 members 
Mstep: Class 15 contains 300035 members 
Mstep: Class 16 contains 60658 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5226 members 
Mstep: Class 22 contains 18154 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1965 members 
Mstep: Class 25 contains 807 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37756 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1837 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351740.000000 Penalty: 27028.597656
Iteration 440F: 45 clusters Score -2.835174e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157838 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2168 members 
Mstep: Class 7 contains 5003 members 
Mstep: Class 8 contains 4301 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5730 members 
Mstep: Class 11 contains 6512 members 
Mstep: Class 12 contains 26568 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7275 members 
Mstep: Class 15 contains 300042 members 
Mstep: Class 16 contains 60658 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 18153 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1964 members 
Mstep: Class 25 contains 807 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37761 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351738.000000 Penalty: 27028.597656
Iteration 441Q: 45 clusters Score -2.835174e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157832 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2168 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4300 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6515 members 
Mstep: Class 12 contains 26567 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 300043 members 
Mstep: Class 16 contains 60655 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5226 members 
Mstep: Class 22 contains 18150 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1963 members 
Mstep: Class 25 contains 807 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37763 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1853 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351758.000000 Penalty: 27028.597656
Iteration 442Q: 45 clusters Score -2.835176e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157820 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2168 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4299 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6519 members 
Mstep: Class 12 contains 26565 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7270 members 
Mstep: Class 15 contains 300044 members 
Mstep: Class 16 contains 60653 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 18151 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1961 members 
Mstep: Class 25 contains 807 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37763 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1867 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351760.000000 Penalty: 27028.597656
Iteration 443Q: 45 clusters Score -2.835176e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157813 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2168 members 
Mstep: Class 7 contains 5005 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 26559 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7271 members 
Mstep: Class 15 contains 300051 members 
Mstep: Class 16 contains 60651 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 18150 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1960 members 
Mstep: Class 25 contains 807 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37762 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1882 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351752.000000 Penalty: 27028.597656
Iteration 444Q: 45 clusters Score -2.835175e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157803 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 26557 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7267 members 
Mstep: Class 15 contains 300054 members 
Mstep: Class 16 contains 60648 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 18151 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1958 members 
Mstep: Class 25 contains 807 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37764 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1901 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351750.000000 Penalty: 27028.597656
Iteration 445Q: 45 clusters Score -2.835175e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157784 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 26555 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7262 members 
Mstep: Class 15 contains 300062 members 
Mstep: Class 16 contains 60646 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5228 members 
Mstep: Class 22 contains 18151 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1958 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37766 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1919 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351802.000000 Penalty: 27028.597656
Iteration 446Q: 45 clusters Score -2.83518e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157767 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4288 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 26554 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7252 members 
Mstep: Class 15 contains 300069 members 
Mstep: Class 16 contains 60645 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5230 members 
Mstep: Class 22 contains 18149 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1958 members 
Mstep: Class 25 contains 807 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37769 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1942 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351816.000000 Penalty: 27028.597656
Iteration 447Q: 45 clusters Score -2.835182e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157754 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4287 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6520 members 
Mstep: Class 12 contains 26554 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7243 members 
Mstep: Class 15 contains 300071 members 
Mstep: Class 16 contains 60644 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5231 members 
Mstep: Class 22 contains 18147 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1957 members 
Mstep: Class 25 contains 807 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37772 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1961 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351842.000000 Penalty: 27028.597656
Iteration 448Q: 45 clusters Score -2.835184e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157744 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 26554 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7231 members 
Mstep: Class 15 contains 300078 members 
Mstep: Class 16 contains 60641 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5233 members 
Mstep: Class 22 contains 18146 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1957 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37773 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1980 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351840.000000 Penalty: 27028.597656
Iteration 449Q: 45 clusters Score -2.835184e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157726 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6522 members 
Mstep: Class 12 contains 26554 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7228 members 
Mstep: Class 15 contains 300085 members 
Mstep: Class 16 contains 60640 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5235 members 
Mstep: Class 22 contains 18145 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1956 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37775 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1992 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351854.000000 Penalty: 27028.597656
Iteration 450Q: 45 clusters Score -2.835185e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157711 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4285 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6524 members 
Mstep: Class 12 contains 26554 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7231 members 
Mstep: Class 15 contains 300093 members 
Mstep: Class 16 contains 60636 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5237 members 
Mstep: Class 22 contains 18146 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1954 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37779 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351872.000000 Penalty: 27028.597656
Iteration 451Q: 45 clusters Score -2.835187e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157701 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4284 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6524 members 
Mstep: Class 12 contains 26555 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7230 members 
Mstep: Class 15 contains 300098 members 
Mstep: Class 16 contains 60633 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5238 members 
Mstep: Class 22 contains 18146 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1953 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37782 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351874.000000 Penalty: 27028.597656
Iteration 452Q: 45 clusters Score -2.835187e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157689 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4283 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6524 members 
Mstep: Class 12 contains 26556 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7233 members 
Mstep: Class 15 contains 300101 members 
Mstep: Class 16 contains 60631 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5237 members 
Mstep: Class 22 contains 18145 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1955 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37785 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1031 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 2008 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351856.000000 Penalty: 27028.597656
Iteration 453Q: 45 clusters Score -2.835186e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157684 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6524 members 
Mstep: Class 12 contains 26557 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7238 members 
Mstep: Class 15 contains 300101 members 
Mstep: Class 16 contains 60628 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5237 members 
Mstep: Class 22 contains 18145 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1955 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37787 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 2012 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351852.000000 Penalty: 27028.597656
Iteration 454Q: 45 clusters Score -2.835185e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157676 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4279 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6525 members 
Mstep: Class 12 contains 26557 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7244 members 
Mstep: Class 15 contains 300097 members 
Mstep: Class 16 contains 60628 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5239 members 
Mstep: Class 22 contains 18146 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1955 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37790 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 2014 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351868.000000 Penalty: 27028.597656
Iteration 455Q: 45 clusters Score -2.835187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157670 members 
Mstep: Class 5 contains 13137 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6525 members 
Mstep: Class 12 contains 26557 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7249 members 
Mstep: Class 15 contains 300094 members 
Mstep: Class 16 contains 60627 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5240 members 
Mstep: Class 22 contains 18148 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1955 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37794 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 2014 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351872.000000 Penalty: 27028.597656
Iteration 456Q: 45 clusters Score -2.835187e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157663 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6526 members 
Mstep: Class 12 contains 26557 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7253 members 
Mstep: Class 15 contains 300090 members 
Mstep: Class 16 contains 60626 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5241 members 
Mstep: Class 22 contains 18149 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1955 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37797 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 2015 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351874.000000 Penalty: 27028.597656
Iteration 457Q: 45 clusters Score -2.835187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157659 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4279 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6528 members 
Mstep: Class 12 contains 26557 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7261 members 
Mstep: Class 15 contains 300085 members 
Mstep: Class 16 contains 60626 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5241 members 
Mstep: Class 22 contains 18149 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1955 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37798 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 2015 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351872.000000 Penalty: 27028.597656
Iteration 458Q: 45 clusters Score -2.835187e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157647 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6532 members 
Mstep: Class 12 contains 26556 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7267 members 
Mstep: Class 15 contains 300083 members 
Mstep: Class 16 contains 60627 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5241 members 
Mstep: Class 22 contains 18149 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1955 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37801 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 2015 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351888.000000 Penalty: 27028.597656
Iteration 459Q: 45 clusters Score -2.835189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157644 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6537 members 
Mstep: Class 12 contains 26557 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7269 members 
Mstep: Class 15 contains 300075 members 
Mstep: Class 16 contains 60627 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5241 members 
Mstep: Class 22 contains 18150 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1954 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37805 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 2015 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351856.000000 Penalty: 27028.597656
Iteration 460F: 45 clusters Score -2.835186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157642 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6540 members 
Mstep: Class 12 contains 26558 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7270 members 
Mstep: Class 15 contains 300071 members 
Mstep: Class 16 contains 60626 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5240 members 
Mstep: Class 22 contains 18150 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1954 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37809 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 2015 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351880.000000 Penalty: 27028.597656
Iteration 461Q: 45 clusters Score -2.835188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157639 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6541 members 
Mstep: Class 12 contains 26559 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7271 members 
Mstep: Class 15 contains 300070 members 
Mstep: Class 16 contains 60626 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5240 members 
Mstep: Class 22 contains 18150 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1954 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37810 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 2015 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351870.000000 Penalty: 27028.597656
Iteration 462Q: 45 clusters Score -2.835187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157639 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6540 members 
Mstep: Class 12 contains 26559 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7271 members 
Mstep: Class 15 contains 300071 members 
Mstep: Class 16 contains 60626 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5240 members 
Mstep: Class 22 contains 18150 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1954 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37810 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 2015 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351866.000000 Penalty: 27028.597656
Iteration 463Q: 45 clusters Score -2.835187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157639 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6539 members 
Mstep: Class 12 contains 26559 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7271 members 
Mstep: Class 15 contains 300072 members 
Mstep: Class 16 contains 60626 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5240 members 
Mstep: Class 22 contains 18150 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1954 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37810 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 2015 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351868.000000 Penalty: 27028.597656
Iteration 464Q: 45 clusters Score -2.835187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157639 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6540 members 
Mstep: Class 12 contains 26559 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7271 members 
Mstep: Class 15 contains 300071 members 
Mstep: Class 16 contains 60626 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5240 members 
Mstep: Class 22 contains 18150 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1954 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37810 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 2015 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351870.000000 Penalty: 27028.597656
Iteration 465Q: 45 clusters Score -2.835187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157639 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6540 members 
Mstep: Class 12 contains 26559 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7271 members 
Mstep: Class 15 contains 300071 members 
Mstep: Class 16 contains 60626 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5240 members 
Mstep: Class 22 contains 18150 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1954 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37810 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 2015 members 
Mstep: Class 44 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351870.000000 Penalty: 27028.597656
Iteration 466F: 45 clusters Score -2.835187e+07 nChanged 0
Entering ConstructFrom: 
Score: -28351870.000000 Penalty: 27028.597656
Entering ConstructFrom: 
Trying to split cluster 1 (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: -117777.765625 Penalty: 365.339203
	Iteration 0F: 2 clusters Score -117777.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -115660.218750 Penalty: 730.678406
	Iteration 0F: 3 clusters Score -115660.2 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -116424.968750 Penalty: 730.678406
	Iteration 1F: 3 clusters Score -116425 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -116566.250000 Penalty: 730.678406
	Iteration 2F: 3 clusters Score -116566.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -116686.695312 Penalty: 730.678406
	Iteration 3F: 3 clusters Score -116686.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -116800.710938 Penalty: 730.678406
	Iteration 4F: 3 clusters Score -116800.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -116911.085938 Penalty: 730.678406
	Iteration 5F: 3 clusters Score -116911.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -117006.179688 Penalty: 730.678406
	Iteration 6Q: 3 clusters Score -117006.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -117080.539062 Penalty: 730.678406
	Iteration 7Q: 3 clusters Score -117080.5 nChanged 97
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: -117122.921875 Penalty: 730.678406
	Iteration 8Q: 3 clusters Score -117122.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -117145.539062 Penalty: 730.678406
	Iteration 9Q: 3 clusters Score -117145.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -117157.242188 Penalty: 730.678406
	Iteration 10Q: 3 clusters Score -117157.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -117164.882812 Penalty: 730.678406
	Iteration 11Q: 3 clusters Score -117164.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -117170.828125 Penalty: 730.678406
	Iteration 12Q: 3 clusters Score -117170.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -117177.429688 Penalty: 730.678406
	Iteration 13Q: 3 clusters Score -117177.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -117180.500000 Penalty: 730.678406
	Iteration 14Q: 3 clusters Score -117180.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -117183.812500 Penalty: 730.678406
	Iteration 15Q: 3 clusters Score -117183.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -117187.335938 Penalty: 730.678406
	Iteration 16Q: 3 clusters Score -117187.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -117189.453125 Penalty: 730.678406
	Iteration 17Q: 3 clusters Score -117189.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -117191.429688 Penalty: 730.678406
	Iteration 18Q: 3 clusters Score -117191.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -117193.984375 Penalty: 730.678406
	Iteration 19Q: 3 clusters Score -117194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -117197.695312 Penalty: 730.678406
	Iteration 20F: 3 clusters Score -117197.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -117200.593750 Penalty: 730.678406
	Iteration 21Q: 3 clusters Score -117200.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -117202.031250 Penalty: 730.678406
	Iteration 22Q: 3 clusters Score -117202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -117203.296875 Penalty: 730.678406
	Iteration 23Q: 3 clusters Score -117203.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -117203.890625 Penalty: 730.678406
	Iteration 24Q: 3 clusters Score -117203.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -117204.171875 Penalty: 730.678406
	Iteration 25Q: 3 clusters Score -117204.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -117206.437500 Penalty: 730.678406
	Iteration 26Q: 3 clusters Score -117206.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -117209.015625 Penalty: 730.678406
	Iteration 27Q: 3 clusters Score -117209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -117211.828125 Penalty: 730.678406
	Iteration 28Q: 3 clusters Score -117211.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -117214.375000 Penalty: 730.678406
	Iteration 29Q: 3 clusters Score -117214.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -117215.625000 Penalty: 730.678406
	Iteration 30Q: 3 clusters Score -117215.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -117216.289062 Penalty: 730.678406
	Iteration 31Q: 3 clusters Score -117216.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -117216.625000 Penalty: 730.678406
	Iteration 32Q: 3 clusters Score -117216.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -117217.562500 Penalty: 730.678406
	Iteration 33Q: 3 clusters Score -117217.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -117218.859375 Penalty: 730.678406
	Iteration 34Q: 3 clusters Score -117218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -117219.445312 Penalty: 730.678406
	Iteration 35Q: 3 clusters Score -117219.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -117219.656250 Penalty: 730.678406
	Iteration 36Q: 3 clusters Score -117219.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -117219.960938 Penalty: 730.678406
	Iteration 37Q: 3 clusters Score -117220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -117220.140625 Penalty: 730.678406
	Iteration 38Q: 3 clusters Score -117220.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -117220.476562 Penalty: 730.678406
	Iteration 39Q: 3 clusters Score -117220.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -117221.015625 Penalty: 730.678406
	Iteration 40F: 3 clusters Score -117221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -117221.304688 Penalty: 730.678406
	Iteration 41Q: 3 clusters Score -117221.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -117221.773438 Penalty: 730.678406
	Iteration 42Q: 3 clusters Score -117221.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -117221.703125 Penalty: 730.678406
	Iteration 43Q: 3 clusters Score -117221.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -117221.703125 Penalty: 730.678406
	Iteration 44F: 3 clusters Score -117221.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -26349.410156 Penalty: 296.822083
	Iteration 0F: 2 clusters Score -26349.41 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 323 members 
Entering Unmasked Estep 
Score: -25744.710938 Penalty: 593.644165
	Iteration 0F: 3 clusters Score -25744.71 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -25896.964844 Penalty: 593.644165
	Iteration 1F: 3 clusters Score -25896.96 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -25951.447266 Penalty: 593.644165
	Iteration 2F: 3 clusters Score -25951.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -25985.033203 Penalty: 593.644165
	Iteration 3F: 3 clusters Score -25985.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -26016.837891 Penalty: 593.644165
	Iteration 4Q: 3 clusters Score -26016.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -26066.169922 Penalty: 593.644165
	Iteration 5F: 3 clusters Score -26066.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -26102.652344 Penalty: 593.644165
	Iteration 6F: 3 clusters Score -26102.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -26124.230469 Penalty: 593.644165
	Iteration 7Q: 3 clusters Score -26124.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -26145.353516 Penalty: 593.644165
	Iteration 8Q: 3 clusters Score -26145.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -26160.867188 Penalty: 593.644165
	Iteration 9Q: 3 clusters Score -26160.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -26165.636719 Penalty: 593.644165
	Iteration 10Q: 3 clusters Score -26165.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -26167.791016 Penalty: 593.644165
	Iteration 11Q: 3 clusters Score -26167.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -26168.781250 Penalty: 593.644165
	Iteration 12Q: 3 clusters Score -26168.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -26168.998047 Penalty: 593.644165
	Iteration 13Q: 3 clusters Score -26169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -26168.998047 Penalty: 593.644165
	Iteration 14F: 3 clusters Score -26169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -51468.761719 Penalty: 330.417694
	Iteration 0F: 2 clusters Score -51468.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -50411.453125 Penalty: 660.835388
	Iteration 0F: 3 clusters Score -50411.45 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -50802.960938 Penalty: 660.835388
	Iteration 1F: 3 clusters Score -50802.96 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -50873.742188 Penalty: 660.835388
	Iteration 2F: 3 clusters Score -50873.74 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -50915.195312 Penalty: 660.835388
	Iteration 3F: 3 clusters Score -50915.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -50954.601562 Penalty: 660.835388
	Iteration 4Q: 3 clusters Score -50954.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -50995.820312 Penalty: 660.835388
	Iteration 5Q: 3 clusters Score -50995.82 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -51025.492188 Penalty: 660.835388
	Iteration 6Q: 3 clusters Score -51025.49 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -51048.507812 Penalty: 660.835388
	Iteration 7Q: 3 clusters Score -51048.51 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -51068.398438 Penalty: 660.835388
	Iteration 8Q: 3 clusters Score -51068.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -51091.492188 Penalty: 660.835388
	Iteration 9Q: 3 clusters Score -51091.49 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -51114.609375 Penalty: 660.835388
	Iteration 10Q: 3 clusters Score -51114.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -51132.570312 Penalty: 660.835388
	Iteration 11Q: 3 clusters Score -51132.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -51150.402344 Penalty: 660.835388
	Iteration 12Q: 3 clusters Score -51150.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -51168.585938 Penalty: 660.835388
	Iteration 13Q: 3 clusters Score -51168.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -51185.847656 Penalty: 660.835388
	Iteration 14Q: 3 clusters Score -51185.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -51199.402344 Penalty: 660.835388
	Iteration 15Q: 3 clusters Score -51199.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -51209.558594 Penalty: 660.835388
	Iteration 16Q: 3 clusters Score -51209.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -51222.925781 Penalty: 660.835388
	Iteration 17Q: 3 clusters Score -51222.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -51237.382812 Penalty: 660.835388
	Iteration 18Q: 3 clusters Score -51237.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -51258.593750 Penalty: 660.835388
	Iteration 19Q: 3 clusters Score -51258.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -51279.085938 Penalty: 660.835388
	Iteration 20F: 3 clusters Score -51279.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -51292.371094 Penalty: 660.835388
	Iteration 21Q: 3 clusters Score -51292.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -51298.882812 Penalty: 660.835388
	Iteration 22Q: 3 clusters Score -51298.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -51302.097656 Penalty: 660.835388
	Iteration 23Q: 3 clusters Score -51302.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -51305.281250 Penalty: 660.835388
	Iteration 24Q: 3 clusters Score -51305.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -51307.414062 Penalty: 660.835388
	Iteration 25Q: 3 clusters Score -51307.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -51310.222656 Penalty: 660.835388
	Iteration 26Q: 3 clusters Score -51310.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -51312.285156 Penalty: 660.835388
	Iteration 27Q: 3 clusters Score -51312.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -51313.625000 Penalty: 660.835388
	Iteration 28Q: 3 clusters Score -51313.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -51315.593750 Penalty: 660.835388
	Iteration 29Q: 3 clusters Score -51315.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -51319.914062 Penalty: 660.835388
	Iteration 30Q: 3 clusters Score -51319.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -51322.742188 Penalty: 660.835388
	Iteration 31Q: 3 clusters Score -51322.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -51324.222656 Penalty: 660.835388
	Iteration 32Q: 3 clusters Score -51324.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -51326.742188 Penalty: 660.835388
	Iteration 33Q: 3 clusters Score -51326.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -51327.746094 Penalty: 660.835388
	Iteration 34Q: 3 clusters Score -51327.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -51328.750000 Penalty: 660.835388
	Iteration 35Q: 3 clusters Score -51328.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -51329.253906 Penalty: 660.835388
	Iteration 36Q: 3 clusters Score -51329.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -51329.882812 Penalty: 660.835388
	Iteration 37Q: 3 clusters Score -51329.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -51330.078125 Penalty: 660.835388
	Iteration 38Q: 3 clusters Score -51330.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -51330.835938 Penalty: 660.835388
	Iteration 39Q: 3 clusters Score -51330.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -51330.957031 Penalty: 660.835388
	Iteration 40F: 3 clusters Score -51330.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (157639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157639 members 
Entering Unmasked Estep 
Score: -6550654.000000 Penalty: 544.546875
	Iteration 0F: 2 clusters Score -6550654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78801 members 
Mstep: Class 2 contains 78838 members 
Entering Unmasked Estep 
Score: -6443505.000000 Penalty: 1089.093750
	Iteration 0F: 3 clusters Score -6443505 nChanged 77356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70337 members 
Mstep: Class 2 contains 87302 members 
Entering Unmasked Estep 
Score: -6493366.000000 Penalty: 1089.093750
	Iteration 1F: 3 clusters Score -6493366 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64210 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
Score: -6497607.000000 Penalty: 1089.093750
	Iteration 2F: 3 clusters Score -6497607 nChanged 10127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56931 members 
Mstep: Class 2 contains 100708 members 
Entering Unmasked Estep 
Score: -6502903.500000 Penalty: 1089.093750
	Iteration 3F: 3 clusters Score -6502904 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 109061 members 
Entering Unmasked Estep 
Score: -6509360.000000 Penalty: 1089.093750
	Iteration 4F: 3 clusters Score -6509360 nChanged 10525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 118382 members 
Entering Unmasked Estep 
Score: -6516991.500000 Penalty: 1089.093750
	Iteration 5F: 3 clusters Score -6516992 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 128139 members 
Entering Unmasked Estep 
Score: -6525169.000000 Penalty: 1089.093750
	Iteration 6F: 3 clusters Score -6525169 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 137440 members 
Entering Unmasked Estep 
Score: -6533506.000000 Penalty: 1089.093750
	Iteration 7F: 3 clusters Score -6533506 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 144923 members 
Entering Unmasked Estep 
Score: -6540358.500000 Penalty: 1089.093750
	Iteration 8Q: 3 clusters Score -6540358 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 149930 members 
Entering Unmasked Estep 
Score: -6544882.000000 Penalty: 1089.093750
	Iteration 9Q: 3 clusters Score -6544882 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 152808 members 
Entering Unmasked Estep 
Score: -6547334.500000 Penalty: 1089.093750
	Iteration 10Q: 3 clusters Score -6547334 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 154349 members 
Entering Unmasked Estep 
Score: -6548621.500000 Penalty: 1089.093750
	Iteration 11Q: 3 clusters Score -6548622 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 155216 members 
Entering Unmasked Estep 
Score: -6549326.500000 Penalty: 1089.093750
	Iteration 12Q: 3 clusters Score -6549326 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 155708 members 
Entering Unmasked Estep 
Score: -6549669.000000 Penalty: 1089.093750
	Iteration 13Q: 3 clusters Score -6549669 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 155995 members 
Entering Unmasked Estep 
Score: -6549822.000000 Penalty: 1089.093750
	Iteration 14Q: 3 clusters Score -6549822 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 156203 members 
Entering Unmasked Estep 
Score: -6549954.000000 Penalty: 1089.093750
	Iteration 15Q: 3 clusters Score -6549954 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 156355 members 
Entering Unmasked Estep 
Score: -6550029.500000 Penalty: 1089.093750
	Iteration 16Q: 3 clusters Score -6550030 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 156472 members 
Entering Unmasked Estep 
Score: -6550083.500000 Penalty: 1089.093750
	Iteration 17Q: 3 clusters Score -6550084 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 156561 members 
Entering Unmasked Estep 
Score: -6550102.000000 Penalty: 1089.093750
	Iteration 18Q: 3 clusters Score -6550102 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 156632 members 
Entering Unmasked Estep 
Score: -6550111.500000 Penalty: 1089.093750
	Iteration 19Q: 3 clusters Score -6550112 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 156683 members 
Entering Unmasked Estep 
Score: -6550148.000000 Penalty: 1089.093750
	Iteration 20F: 3 clusters Score -6550148 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 156734 members 
Entering Unmasked Estep 
Score: -6550172.500000 Penalty: 1089.093750
	Iteration 21Q: 3 clusters Score -6550172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 156770 members 
Entering Unmasked Estep 
Score: -6550180.500000 Penalty: 1089.093750
	Iteration 22Q: 3 clusters Score -6550180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 156801 members 
Entering Unmasked Estep 
Score: -6550201.500000 Penalty: 1089.093750
	Iteration 23Q: 3 clusters Score -6550202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 156829 members 
Entering Unmasked Estep 
Score: -6550212.500000 Penalty: 1089.093750
	Iteration 24Q: 3 clusters Score -6550212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 156851 members 
Entering Unmasked Estep 
Score: -6550220.000000 Penalty: 1089.093750
	Iteration 25Q: 3 clusters Score -6550220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 156881 members 
Entering Unmasked Estep 
Score: -6550229.000000 Penalty: 1089.093750
	Iteration 26Q: 3 clusters Score -6550229 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 156910 members 
Entering Unmasked Estep 
Score: -6550242.000000 Penalty: 1089.093750
	Iteration 27Q: 3 clusters Score -6550242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 156935 members 
Entering Unmasked Estep 
Score: -6550250.500000 Penalty: 1089.093750
	Iteration 28Q: 3 clusters Score -6550250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 156959 members 
Entering Unmasked Estep 
Score: -6550260.000000 Penalty: 1089.093750
	Iteration 29Q: 3 clusters Score -6550260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 156980 members 
Entering Unmasked Estep 
Score: -6550264.500000 Penalty: 1089.093750
	Iteration 30Q: 3 clusters Score -6550264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 156993 members 
Entering Unmasked Estep 
Score: -6550266.500000 Penalty: 1089.093750
	Iteration 31Q: 3 clusters Score -6550266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 157006 members 
Entering Unmasked Estep 
Score: -6550281.000000 Penalty: 1089.093750
	Iteration 32Q: 3 clusters Score -6550281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 157015 members 
Entering Unmasked Estep 
Score: -6550283.000000 Penalty: 1089.093750
	Iteration 33Q: 3 clusters Score -6550283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 157021 members 
Entering Unmasked Estep 
Score: -6550281.000000 Penalty: 1089.093750
	Iteration 34Q: 3 clusters Score -6550281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 157030 members 
Entering Unmasked Estep 
Score: -6550283.500000 Penalty: 1089.093750
	Iteration 35Q: 3 clusters Score -6550284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 157034 members 
Entering Unmasked Estep 
Score: -6550291.000000 Penalty: 1089.093750
	Iteration 36Q: 3 clusters Score -6550291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 157043 members 
Entering Unmasked Estep 
Score: -6550294.000000 Penalty: 1089.093750
	Iteration 37Q: 3 clusters Score -6550294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 157054 members 
Entering Unmasked Estep 
Score: -6550297.000000 Penalty: 1089.093750
	Iteration 38Q: 3 clusters Score -6550297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 157058 members 
Entering Unmasked Estep 
Score: -6550300.500000 Penalty: 1089.093750
	Iteration 39Q: 3 clusters Score -6550300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 157062 members 
Entering Unmasked Estep 
Score: -6550307.500000 Penalty: 1089.093750
	Iteration 40F: 3 clusters Score -6550308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 157068 members 
Entering Unmasked Estep 
Score: -6550307.500000 Penalty: 1089.093750
	Iteration 41Q: 3 clusters Score -6550308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 157072 members 
Entering Unmasked Estep 
Score: -6550302.000000 Penalty: 1089.093750
	Iteration 42Q: 3 clusters Score -6550302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 157076 members 
Entering Unmasked Estep 
Score: -6550302.500000 Penalty: 1089.093750
	Iteration 43Q: 3 clusters Score -6550302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 157076 members 
Entering Unmasked Estep 
Score: -6550306.000000 Penalty: 1089.093750
	Iteration 44Q: 3 clusters Score -6550306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 157082 members 
Entering Unmasked Estep 
Score: -6550310.000000 Penalty: 1089.093750
	Iteration 45Q: 3 clusters Score -6550310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 157090 members 
Entering Unmasked Estep 
Score: -6550308.000000 Penalty: 1089.093750
	Iteration 46Q: 3 clusters Score -6550308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 157095 members 
Entering Unmasked Estep 
Score: -6550309.000000 Penalty: 1089.093750
	Iteration 47Q: 3 clusters Score -6550309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 157100 members 
Entering Unmasked Estep 
Score: -6550308.000000 Penalty: 1089.093750
	Iteration 48Q: 3 clusters Score -6550308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 157102 members 
Entering Unmasked Estep 
Score: -6550305.000000 Penalty: 1089.093750
	Iteration 49Q: 3 clusters Score -6550305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 157103 members 
Entering Unmasked Estep 
Score: -6550304.000000 Penalty: 1089.093750
	Iteration 50Q: 3 clusters Score -6550304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 157105 members 
Entering Unmasked Estep 
Score: -6550308.500000 Penalty: 1089.093750
	Iteration 51Q: 3 clusters Score -6550308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 157105 members 
Entering Unmasked Estep 
Score: -6550308.500000 Penalty: 1089.093750
	Iteration 52F: 3 clusters Score -6550308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Entering Unmasked Estep 
Score: -511753.218750 Penalty: 431.481567
	Iteration 0F: 2 clusters Score -511753.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -503058.875000 Penalty: 862.963135
	Iteration 0F: 3 clusters Score -503058.9 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -506609.625000 Penalty: 862.963135
	Iteration 1F: 3 clusters Score -506609.6 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -506975.093750 Penalty: 862.963135
	Iteration 2F: 3 clusters Score -506975.1 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -507445.531250 Penalty: 862.963135
	Iteration 3F: 3 clusters Score -507445.5 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -507989.000000 Penalty: 862.963135
	Iteration 4F: 3 clusters Score -507989 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -508538.500000 Penalty: 862.963135
	Iteration 5F: 3 clusters Score -508538.5 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -509154.500000 Penalty: 862.963135
	Iteration 6F: 3 clusters Score -509154.5 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -509731.125000 Penalty: 862.963135
	Iteration 7F: 3 clusters Score -509731.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -510133.875000 Penalty: 862.963135
	Iteration 8Q: 3 clusters Score -510133.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -510349.531250 Penalty: 862.963135
	Iteration 9Q: 3 clusters Score -510349.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -510448.312500 Penalty: 862.963135
	Iteration 10Q: 3 clusters Score -510448.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -510501.562500 Penalty: 862.963135
	Iteration 11Q: 3 clusters Score -510501.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -510534.312500 Penalty: 862.963135
	Iteration 12Q: 3 clusters Score -510534.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -510551.375000 Penalty: 862.963135
	Iteration 13Q: 3 clusters Score -510551.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -510566.500000 Penalty: 862.963135
	Iteration 14Q: 3 clusters Score -510566.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -510576.468750 Penalty: 862.963135
	Iteration 15Q: 3 clusters Score -510576.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -510579.437500 Penalty: 862.963135
	Iteration 16Q: 3 clusters Score -510579.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -510585.625000 Penalty: 862.963135
	Iteration 17Q: 3 clusters Score -510585.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -510588.031250 Penalty: 862.963135
	Iteration 18Q: 3 clusters Score -510588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -510591.656250 Penalty: 862.963135
	Iteration 19Q: 3 clusters Score -510591.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -510594.750000 Penalty: 862.963135
	Iteration 20F: 3 clusters Score -510594.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -510597.000000 Penalty: 862.963135
	Iteration 21Q: 3 clusters Score -510597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -510599.750000 Penalty: 862.963135
	Iteration 22Q: 3 clusters Score -510599.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -510601.437500 Penalty: 862.963135
	Iteration 23Q: 3 clusters Score -510601.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -510602.875000 Penalty: 862.963135
	Iteration 24Q: 3 clusters Score -510602.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -510603.781250 Penalty: 862.963135
	Iteration 25Q: 3 clusters Score -510603.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -510603.281250 Penalty: 862.963135
	Iteration 26Q: 3 clusters Score -510603.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -510604.468750 Penalty: 862.963135
	Iteration 27Q: 3 clusters Score -510604.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -510604.125000 Penalty: 862.963135
	Iteration 28Q: 3 clusters Score -510604.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -510605.187500 Penalty: 862.963135
	Iteration 29Q: 3 clusters Score -510605.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -510607.281250 Penalty: 862.963135
	Iteration 30Q: 3 clusters Score -510607.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -510608.031250 Penalty: 862.963135
	Iteration 31Q: 3 clusters Score -510608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -510607.625000 Penalty: 862.963135
	Iteration 32Q: 3 clusters Score -510607.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -510609.281250 Penalty: 862.963135
	Iteration 33Q: 3 clusters Score -510609.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -510609.218750 Penalty: 862.963135
	Iteration 34Q: 3 clusters Score -510609.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -510610.875000 Penalty: 862.963135
	Iteration 35Q: 3 clusters Score -510610.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -510613.562500 Penalty: 862.963135
	Iteration 36Q: 3 clusters Score -510613.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -510615.468750 Penalty: 862.963135
	Iteration 37Q: 3 clusters Score -510615.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -510616.281250 Penalty: 862.963135
	Iteration 38Q: 3 clusters Score -510616.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -510616.718750 Penalty: 862.963135
	Iteration 39Q: 3 clusters Score -510616.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -510618.468750 Penalty: 862.963135
	Iteration 40F: 3 clusters Score -510618.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -510617.781250 Penalty: 862.963135
	Iteration 41Q: 3 clusters Score -510617.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -510617.906250 Penalty: 862.963135
	Iteration 42Q: 3 clusters Score -510617.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -510617.062500 Penalty: 862.963135
	Iteration 43Q: 3 clusters Score -510617.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -510617.125000 Penalty: 862.963135
	Iteration 44Q: 3 clusters Score -510617.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -510616.812500 Penalty: 862.963135
	Iteration 45Q: 3 clusters Score -510616.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -510617.562500 Penalty: 862.963135
	Iteration 46Q: 3 clusters Score -510617.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -510617.718750 Penalty: 862.963135
	Iteration 47Q: 3 clusters Score -510617.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -510617.500000 Penalty: 862.963135
	Iteration 48Q: 3 clusters Score -510617.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -510616.781250 Penalty: 862.963135
	Iteration 49Q: 3 clusters Score -510616.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -510616.468750 Penalty: 862.963135
	Iteration 50Q: 3 clusters Score -510616.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -510616.468750 Penalty: 862.963135
	Iteration 51Q: 3 clusters Score -510616.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -510617.031250 Penalty: 862.963135
	Iteration 52Q: 3 clusters Score -510617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -510618.125000 Penalty: 862.963135
	Iteration 53Q: 3 clusters Score -510618.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -510618.031250 Penalty: 862.963135
	Iteration 54Q: 3 clusters Score -510618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -510618.343750 Penalty: 862.963135
	Iteration 55Q: 3 clusters Score -510618.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -510618.875000 Penalty: 862.963135
	Iteration 56Q: 3 clusters Score -510618.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -510618.875000 Penalty: 862.963135
	Iteration 57F: 3 clusters Score -510618.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Entering Unmasked Estep 
Score: -88428.109375 Penalty: 349.489990
	Iteration 0F: 2 clusters Score -88428.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -86879.070312 Penalty: 698.979980
	Iteration 0F: 3 clusters Score -86879.07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -87364.601562 Penalty: 698.979980
	Iteration 1F: 3 clusters Score -87364.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -87497.476562 Penalty: 698.979980
	Iteration 2F: 3 clusters Score -87497.48 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -87628.687500 Penalty: 698.979980
	Iteration 3F: 3 clusters Score -87628.69 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -87740.718750 Penalty: 698.979980
	Iteration 4F: 3 clusters Score -87740.72 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -87845.554688 Penalty: 698.979980
	Iteration 5F: 3 clusters Score -87845.55 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -87922.500000 Penalty: 698.979980
	Iteration 6Q: 3 clusters Score -87922.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -87976.351562 Penalty: 698.979980
	Iteration 7Q: 3 clusters Score -87976.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -88002.109375 Penalty: 698.979980
	Iteration 8Q: 3 clusters Score -88002.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -88029.210938 Penalty: 698.979980
	Iteration 9Q: 3 clusters Score -88029.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -88055.000000 Penalty: 698.979980
	Iteration 10Q: 3 clusters Score -88055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -88070.781250 Penalty: 698.979980
	Iteration 11Q: 3 clusters Score -88070.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -88081.421875 Penalty: 698.979980
	Iteration 12Q: 3 clusters Score -88081.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -88091.460938 Penalty: 698.979980
	Iteration 13Q: 3 clusters Score -88091.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -88102.203125 Penalty: 698.979980
	Iteration 14Q: 3 clusters Score -88102.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -88107.562500 Penalty: 698.979980
	Iteration 15Q: 3 clusters Score -88107.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -88114.507812 Penalty: 698.979980
	Iteration 16Q: 3 clusters Score -88114.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -88121.687500 Penalty: 698.979980
	Iteration 17Q: 3 clusters Score -88121.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -88126.914062 Penalty: 698.979980
	Iteration 18Q: 3 clusters Score -88126.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -88129.210938 Penalty: 698.979980
	Iteration 19Q: 3 clusters Score -88129.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -88130.734375 Penalty: 698.979980
	Iteration 20F: 3 clusters Score -88130.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -88132.031250 Penalty: 698.979980
	Iteration 21Q: 3 clusters Score -88132.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -88136.781250 Penalty: 698.979980
	Iteration 22Q: 3 clusters Score -88136.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -88141.140625 Penalty: 698.979980
	Iteration 23Q: 3 clusters Score -88141.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -88142.632812 Penalty: 698.979980
	Iteration 24Q: 3 clusters Score -88142.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -88143.664062 Penalty: 698.979980
	Iteration 25Q: 3 clusters Score -88143.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -88144.164062 Penalty: 698.979980
	Iteration 26Q: 3 clusters Score -88144.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -88144.570312 Penalty: 698.979980
	Iteration 27Q: 3 clusters Score -88144.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -88144.570312 Penalty: 698.979980
	Iteration 28F: 3 clusters Score -88144.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Entering Unmasked Estep 
Score: -199279.109375 Penalty: 387.568695
	Iteration 0F: 2 clusters Score -199279.1 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 2492 members 
Entering Unmasked Estep 
Score: -195857.390625 Penalty: 775.137390
	Iteration 0F: 3 clusters Score -195857.4 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -197168.812500 Penalty: 775.137390
	Iteration 1F: 3 clusters Score -197168.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -197348.906250 Penalty: 775.137390
	Iteration 2F: 3 clusters Score -197348.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -197546.437500 Penalty: 775.137390
	Iteration 3F: 3 clusters Score -197546.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -197721.968750 Penalty: 775.137390
	Iteration 4F: 3 clusters Score -197722 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -197890.265625 Penalty: 775.137390
	Iteration 5F: 3 clusters Score -197890.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -198072.312500 Penalty: 775.137390
	Iteration 6F: 3 clusters Score -198072.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -198233.328125 Penalty: 775.137390
	Iteration 7Q: 3 clusters Score -198233.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -198377.562500 Penalty: 775.137390
	Iteration 8Q: 3 clusters Score -198377.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -198486.390625 Penalty: 775.137390
	Iteration 9Q: 3 clusters Score -198486.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -198564.062500 Penalty: 775.137390
	Iteration 10Q: 3 clusters Score -198564.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -198636.187500 Penalty: 775.137390
	Iteration 11Q: 3 clusters Score -198636.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -198696.453125 Penalty: 775.137390
	Iteration 12Q: 3 clusters Score -198696.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -198740.968750 Penalty: 775.137390
	Iteration 13Q: 3 clusters Score -198741 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -198777.375000 Penalty: 775.137390
	Iteration 14Q: 3 clusters Score -198777.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -198815.656250 Penalty: 775.137390
	Iteration 15Q: 3 clusters Score -198815.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -198845.750000 Penalty: 775.137390
	Iteration 16Q: 3 clusters Score -198845.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -198871.296875 Penalty: 775.137390
	Iteration 17Q: 3 clusters Score -198871.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -198890.156250 Penalty: 775.137390
	Iteration 18Q: 3 clusters Score -198890.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -198904.890625 Penalty: 775.137390
	Iteration 19Q: 3 clusters Score -198904.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -198918.453125 Penalty: 775.137390
	Iteration 20F: 3 clusters Score -198918.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -198926.312500 Penalty: 775.137390
	Iteration 21Q: 3 clusters Score -198926.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -198934.531250 Penalty: 775.137390
	Iteration 22Q: 3 clusters Score -198934.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -198938.953125 Penalty: 775.137390
	Iteration 23Q: 3 clusters Score -198939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -198942.562500 Penalty: 775.137390
	Iteration 24Q: 3 clusters Score -198942.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -198944.218750 Penalty: 775.137390
	Iteration 25Q: 3 clusters Score -198944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -198944.343750 Penalty: 775.137390
	Iteration 26Q: 3 clusters Score -198944.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -198944.593750 Penalty: 775.137390
	Iteration 27Q: 3 clusters Score -198944.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -198946.015625 Penalty: 775.137390
	Iteration 28Q: 3 clusters Score -198946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -198947.031250 Penalty: 775.137390
	Iteration 29Q: 3 clusters Score -198947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -198947.437500 Penalty: 775.137390
	Iteration 30Q: 3 clusters Score -198947.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -198947.437500 Penalty: 775.137390
	Iteration 31F: 3 clusters Score -198947.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Entering Unmasked Estep 
Score: -170485.500000 Penalty: 380.468384
	Iteration 0F: 2 clusters Score -170485.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -167613.921875 Penalty: 760.936768
	Iteration 0F: 3 clusters Score -167613.9 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -168931.984375 Penalty: 760.936768
	Iteration 1F: 3 clusters Score -168932 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -169319.484375 Penalty: 760.936768
	Iteration 2F: 3 clusters Score -169319.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -169656.828125 Penalty: 760.936768
	Iteration 3F: 3 clusters Score -169656.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -169889.750000 Penalty: 760.936768
	Iteration 4F: 3 clusters Score -169889.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -170072.609375 Penalty: 760.936768
	Iteration 5Q: 3 clusters Score -170072.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -170204.750000 Penalty: 760.936768
	Iteration 6Q: 3 clusters Score -170204.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -170287.515625 Penalty: 760.936768
	Iteration 7Q: 3 clusters Score -170287.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -170322.671875 Penalty: 760.936768
	Iteration 8Q: 3 clusters Score -170322.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -170333.640625 Penalty: 760.936768
	Iteration 9Q: 3 clusters Score -170333.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -170343.343750 Penalty: 760.936768
	Iteration 10Q: 3 clusters Score -170343.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -170346.984375 Penalty: 760.936768
	Iteration 11Q: 3 clusters Score -170347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -170349.968750 Penalty: 760.936768
	Iteration 12Q: 3 clusters Score -170350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -170352.031250 Penalty: 760.936768
	Iteration 13Q: 3 clusters Score -170352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -170354.687500 Penalty: 760.936768
	Iteration 14Q: 3 clusters Score -170354.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -170355.515625 Penalty: 760.936768
	Iteration 15Q: 3 clusters Score -170355.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -170356.218750 Penalty: 760.936768
	Iteration 16Q: 3 clusters Score -170356.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -170356.421875 Penalty: 760.936768
	Iteration 17Q: 3 clusters Score -170356.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -170357.406250 Penalty: 760.936768
	Iteration 18F: 3 clusters Score -170357.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -170357.640625 Penalty: 760.936768
	Iteration 19Q: 3 clusters Score -170357.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -170357.859375 Penalty: 760.936768
	Iteration 20F: 3 clusters Score -170357.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Entering Unmasked Estep 
Score: -79323.460938 Penalty: 345.337769
	Iteration 0F: 2 clusters Score -79323.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -77905.687500 Penalty: 690.675537
	Iteration 0F: 3 clusters Score -77905.69 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -78336.179688 Penalty: 690.675537
	Iteration 1F: 3 clusters Score -78336.18 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -78409.828125 Penalty: 690.675537
	Iteration 2F: 3 clusters Score -78409.83 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -78473.398438 Penalty: 690.675537
	Iteration 3F: 3 clusters Score -78473.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -78518.843750 Penalty: 690.675537
	Iteration 4Q: 3 clusters Score -78518.84 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -78571.351562 Penalty: 690.675537
	Iteration 5Q: 3 clusters Score -78571.35 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -78640.703125 Penalty: 690.675537
	Iteration 6F: 3 clusters Score -78640.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -78693.835938 Penalty: 690.675537
	Iteration 7Q: 3 clusters Score -78693.84 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -78761.804688 Penalty: 690.675537
	Iteration 8Q: 3 clusters Score -78761.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -78828.796875 Penalty: 690.675537
	Iteration 9Q: 3 clusters Score -78828.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -78896.960938 Penalty: 690.675537
	Iteration 10Q: 3 clusters Score -78896.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -78951.468750 Penalty: 690.675537
	Iteration 11Q: 3 clusters Score -78951.47 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -78996.968750 Penalty: 690.675537
	Iteration 12Q: 3 clusters Score -78996.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -79024.234375 Penalty: 690.675537
	Iteration 13Q: 3 clusters Score -79024.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -79037.281250 Penalty: 690.675537
	Iteration 14Q: 3 clusters Score -79037.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -79039.000000 Penalty: 690.675537
	Iteration 15Q: 3 clusters Score -79039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -79041.562500 Penalty: 690.675537
	Iteration 16Q: 3 clusters Score -79041.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -79042.523438 Penalty: 690.675537
	Iteration 17Q: 3 clusters Score -79042.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -79044.773438 Penalty: 690.675537
	Iteration 18Q: 3 clusters Score -79044.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -79046.500000 Penalty: 690.675537
	Iteration 19Q: 3 clusters Score -79046.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -79046.867188 Penalty: 690.675537
	Iteration 20F: 3 clusters Score -79046.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Entering Unmasked Estep 
Score: -235606.421875 Penalty: 393.717041
	Iteration 0F: 2 clusters Score -235606.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -231731.484375 Penalty: 787.434082
	Iteration 0F: 3 clusters Score -231731.5 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -233279.375000 Penalty: 787.434082
	Iteration 1F: 3 clusters Score -233279.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -233593.046875 Penalty: 787.434082
	Iteration 2F: 3 clusters Score -233593 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -233960.109375 Penalty: 787.434082
	Iteration 3F: 3 clusters Score -233960.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -234367.281250 Penalty: 787.434082
	Iteration 4F: 3 clusters Score -234367.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -234731.437500 Penalty: 787.434082
	Iteration 5F: 3 clusters Score -234731.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -234988.796875 Penalty: 787.434082
	Iteration 6Q: 3 clusters Score -234988.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -235144.437500 Penalty: 787.434082
	Iteration 7Q: 3 clusters Score -235144.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -235205.578125 Penalty: 787.434082
	Iteration 8Q: 3 clusters Score -235205.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -235234.093750 Penalty: 787.434082
	Iteration 9Q: 3 clusters Score -235234.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -235254.000000 Penalty: 787.434082
	Iteration 10Q: 3 clusters Score -235254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -235263.562500 Penalty: 787.434082
	Iteration 11Q: 3 clusters Score -235263.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -235271.828125 Penalty: 787.434082
	Iteration 12Q: 3 clusters Score -235271.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -235277.062500 Penalty: 787.434082
	Iteration 13Q: 3 clusters Score -235277.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -235280.578125 Penalty: 787.434082
	Iteration 14Q: 3 clusters Score -235280.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -235283.437500 Penalty: 787.434082
	Iteration 15Q: 3 clusters Score -235283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -235286.546875 Penalty: 787.434082
	Iteration 16Q: 3 clusters Score -235286.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -235288.109375 Penalty: 787.434082
	Iteration 17Q: 3 clusters Score -235288.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -235289.609375 Penalty: 787.434082
	Iteration 18Q: 3 clusters Score -235289.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -235292.625000 Penalty: 787.434082
	Iteration 19Q: 3 clusters Score -235292.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -235293.046875 Penalty: 787.434082
	Iteration 20F: 3 clusters Score -235293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -235295.546875 Penalty: 787.434082
	Iteration 21Q: 3 clusters Score -235295.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -235297.593750 Penalty: 787.434082
	Iteration 22Q: 3 clusters Score -235297.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -235297.968750 Penalty: 787.434082
	Iteration 23Q: 3 clusters Score -235298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -235297.968750 Penalty: 787.434082
	Iteration 24F: 3 clusters Score -235298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Entering Unmasked Estep 
Score: -258711.515625 Penalty: 399.748993
	Iteration 0F: 2 clusters Score -258711.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -254318.453125 Penalty: 799.497986
	Iteration 0F: 3 clusters Score -254318.5 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -256082.734375 Penalty: 799.497986
	Iteration 1F: 3 clusters Score -256082.7 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -256489.812500 Penalty: 799.497986
	Iteration 2F: 3 clusters Score -256489.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -257006.828125 Penalty: 799.497986
	Iteration 3F: 3 clusters Score -257006.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -257525.984375 Penalty: 799.497986
	Iteration 4F: 3 clusters Score -257526 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -257906.828125 Penalty: 799.497986
	Iteration 5F: 3 clusters Score -257906.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -258154.109375 Penalty: 799.497986
	Iteration 6Q: 3 clusters Score -258154.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -258293.000000 Penalty: 799.497986
	Iteration 7Q: 3 clusters Score -258293 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -258398.062500 Penalty: 799.497986
	Iteration 8Q: 3 clusters Score -258398.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -258479.640625 Penalty: 799.497986
	Iteration 9Q: 3 clusters Score -258479.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -258524.375000 Penalty: 799.497986
	Iteration 10Q: 3 clusters Score -258524.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -258548.640625 Penalty: 799.497986
	Iteration 11Q: 3 clusters Score -258548.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -258563.875000 Penalty: 799.497986
	Iteration 12Q: 3 clusters Score -258563.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -258574.593750 Penalty: 799.497986
	Iteration 13Q: 3 clusters Score -258574.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -258585.000000 Penalty: 799.497986
	Iteration 14Q: 3 clusters Score -258585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -258596.343750 Penalty: 799.497986
	Iteration 15Q: 3 clusters Score -258596.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -258601.921875 Penalty: 799.497986
	Iteration 16Q: 3 clusters Score -258601.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -258604.593750 Penalty: 799.497986
	Iteration 17Q: 3 clusters Score -258604.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -258609.171875 Penalty: 799.497986
	Iteration 18Q: 3 clusters Score -258609.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -258615.656250 Penalty: 799.497986
	Iteration 19Q: 3 clusters Score -258615.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -258617.312500 Penalty: 799.497986
	Iteration 20F: 3 clusters Score -258617.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -258618.015625 Penalty: 799.497986
	Iteration 21Q: 3 clusters Score -258618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -258618.875000 Penalty: 799.497986
	Iteration 22Q: 3 clusters Score -258618.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -258620.125000 Penalty: 799.497986
	Iteration 23Q: 3 clusters Score -258620.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -258620.906250 Penalty: 799.497986
	Iteration 24Q: 3 clusters Score -258620.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -258620.906250 Penalty: 799.497986
	Iteration 25F: 3 clusters Score -258620.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Entering Unmasked Estep 
Score: -1085159.750000 Penalty: 463.514160
	Iteration 0F: 2 clusters Score -1085160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1067581.375000 Penalty: 927.028320
	Iteration 0F: 3 clusters Score -1067581 nChanged 12696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1075940.875000 Penalty: 927.028320
	Iteration 1F: 3 clusters Score -1075941 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1076915.125000 Penalty: 927.028320
	Iteration 2F: 3 clusters Score -1076915 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1078101.375000 Penalty: 927.028320
	Iteration 3F: 3 clusters Score -1078101 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1079446.375000 Penalty: 927.028320
	Iteration 4F: 3 clusters Score -1079446 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1080873.500000 Penalty: 927.028320
	Iteration 5F: 3 clusters Score -1080874 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1082209.125000 Penalty: 927.028320
	Iteration 6F: 3 clusters Score -1082209 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1083204.125000 Penalty: 927.028320
	Iteration 7Q: 3 clusters Score -1083204 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1083830.125000 Penalty: 927.028320
	Iteration 8Q: 3 clusters Score -1083830 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1084189.625000 Penalty: 927.028320
	Iteration 9Q: 3 clusters Score -1084190 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1084384.250000 Penalty: 927.028320
	Iteration 10Q: 3 clusters Score -1084384 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1084505.000000 Penalty: 927.028320
	Iteration 11Q: 3 clusters Score -1084505 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1084572.000000 Penalty: 927.028320
	Iteration 12Q: 3 clusters Score -1084572 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1084621.750000 Penalty: 927.028320
	Iteration 13Q: 3 clusters Score -1084622 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1084670.625000 Penalty: 927.028320
	Iteration 14Q: 3 clusters Score -1084671 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1084701.125000 Penalty: 927.028320
	Iteration 15Q: 3 clusters Score -1084701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1084721.125000 Penalty: 927.028320
	Iteration 16Q: 3 clusters Score -1084721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1084735.000000 Penalty: 927.028320
	Iteration 17Q: 3 clusters Score -1084735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1084739.500000 Penalty: 927.028320
	Iteration 18Q: 3 clusters Score -1084740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1084746.375000 Penalty: 927.028320
	Iteration 19Q: 3 clusters Score -1084746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1084748.625000 Penalty: 927.028320
	Iteration 20F: 3 clusters Score -1084749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1084750.375000 Penalty: 927.028320
	Iteration 21Q: 3 clusters Score -1084750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1084755.125000 Penalty: 927.028320
	Iteration 22Q: 3 clusters Score -1084755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1084759.000000 Penalty: 927.028320
	Iteration 23Q: 3 clusters Score -1084759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1084758.250000 Penalty: 927.028320
	Iteration 24Q: 3 clusters Score -1084758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1084760.500000 Penalty: 927.028320
	Iteration 25Q: 3 clusters Score -1084760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1084762.750000 Penalty: 927.028320
	Iteration 26Q: 3 clusters Score -1084763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1084765.500000 Penalty: 927.028320
	Iteration 27Q: 3 clusters Score -1084766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1084771.000000 Penalty: 927.028320
	Iteration 28Q: 3 clusters Score -1084771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1084771.875000 Penalty: 927.028320
	Iteration 29Q: 3 clusters Score -1084772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1084773.250000 Penalty: 927.028320
	Iteration 30Q: 3 clusters Score -1084773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1084774.250000 Penalty: 927.028320
	Iteration 31Q: 3 clusters Score -1084774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1084775.375000 Penalty: 927.028320
	Iteration 32Q: 3 clusters Score -1084775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1084776.750000 Penalty: 927.028320
	Iteration 33Q: 3 clusters Score -1084777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1084777.000000 Penalty: 927.028320
	Iteration 34Q: 3 clusters Score -1084777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1084777.250000 Penalty: 927.028320
	Iteration 35Q: 3 clusters Score -1084777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1084777.250000 Penalty: 927.028320
	Iteration 36F: 3 clusters Score -1084777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -85614.632812 Penalty: 347.163910
	Iteration 0F: 2 clusters Score -85614.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -84114.234375 Penalty: 694.327820
	Iteration 0F: 3 clusters Score -84114.23 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -84572.085938 Penalty: 694.327820
	Iteration 1F: 3 clusters Score -84572.09 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -84632.445312 Penalty: 694.327820
	Iteration 2F: 3 clusters Score -84632.45 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -84676.367188 Penalty: 694.327820
	Iteration 3F: 3 clusters Score -84676.37 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -84715.921875 Penalty: 694.327820
	Iteration 4Q: 3 clusters Score -84715.92 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -84757.585938 Penalty: 694.327820
	Iteration 5Q: 3 clusters Score -84757.59 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -84808.171875 Penalty: 694.327820
	Iteration 6Q: 3 clusters Score -84808.17 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -84877.953125 Penalty: 694.327820
	Iteration 7Q: 3 clusters Score -84877.95 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -84968.500000 Penalty: 694.327820
	Iteration 8Q: 3 clusters Score -84968.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -85070.203125 Penalty: 694.327820
	Iteration 9Q: 3 clusters Score -85070.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -85126.421875 Penalty: 694.327820
	Iteration 10Q: 3 clusters Score -85126.42 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -85179.703125 Penalty: 694.327820
	Iteration 11Q: 3 clusters Score -85179.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -85213.046875 Penalty: 694.327820
	Iteration 12Q: 3 clusters Score -85213.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85255.015625 Penalty: 694.327820
	Iteration 13Q: 3 clusters Score -85255.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85288.773438 Penalty: 694.327820
	Iteration 14Q: 3 clusters Score -85288.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85319.859375 Penalty: 694.327820
	Iteration 15Q: 3 clusters Score -85319.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85349.718750 Penalty: 694.327820
	Iteration 16Q: 3 clusters Score -85349.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -85378.218750 Penalty: 694.327820
	Iteration 17Q: 3 clusters Score -85378.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -85394.312500 Penalty: 694.327820
	Iteration 18Q: 3 clusters Score -85394.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85401.000000 Penalty: 694.327820
	Iteration 19Q: 3 clusters Score -85401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85408.382812 Penalty: 694.327820
	Iteration 20F: 3 clusters Score -85408.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85412.148438 Penalty: 694.327820
	Iteration 21Q: 3 clusters Score -85412.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -85415.796875 Penalty: 694.327820
	Iteration 22Q: 3 clusters Score -85415.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85416.867188 Penalty: 694.327820
	Iteration 23Q: 3 clusters Score -85416.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85417.101562 Penalty: 694.327820
	Iteration 24Q: 3 clusters Score -85417.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85417.101562 Penalty: 694.327820
	Iteration 25F: 3 clusters Score -85417.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Entering Unmasked Estep 
Score: -285629.125000 Penalty: 404.570038
	Iteration 0F: 2 clusters Score -285629.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -280680.062500 Penalty: 809.140076
	Iteration 0F: 3 clusters Score -280680.1 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -282699.656250 Penalty: 809.140076
	Iteration 1F: 3 clusters Score -282699.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -282988.593750 Penalty: 809.140076
	Iteration 2F: 3 clusters Score -282988.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -283331.437500 Penalty: 809.140076
	Iteration 3F: 3 clusters Score -283331.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -283681.750000 Penalty: 809.140076
	Iteration 4F: 3 clusters Score -283681.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -284017.250000 Penalty: 809.140076
	Iteration 5F: 3 clusters Score -284017.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -284293.468750 Penalty: 809.140076
	Iteration 6F: 3 clusters Score -284293.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -284481.625000 Penalty: 809.140076
	Iteration 7Q: 3 clusters Score -284481.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -284575.812500 Penalty: 809.140076
	Iteration 8Q: 3 clusters Score -284575.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -284619.187500 Penalty: 809.140076
	Iteration 9Q: 3 clusters Score -284619.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -284643.781250 Penalty: 809.140076
	Iteration 10Q: 3 clusters Score -284643.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -284660.375000 Penalty: 809.140076
	Iteration 11Q: 3 clusters Score -284660.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -284674.875000 Penalty: 809.140076
	Iteration 12Q: 3 clusters Score -284674.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -284691.125000 Penalty: 809.140076
	Iteration 13Q: 3 clusters Score -284691.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -284707.562500 Penalty: 809.140076
	Iteration 14Q: 3 clusters Score -284707.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -284727.406250 Penalty: 809.140076
	Iteration 15Q: 3 clusters Score -284727.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -284751.156250 Penalty: 809.140076
	Iteration 16Q: 3 clusters Score -284751.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -284779.625000 Penalty: 809.140076
	Iteration 17Q: 3 clusters Score -284779.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -284810.437500 Penalty: 809.140076
	Iteration 18Q: 3 clusters Score -284810.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -284844.937500 Penalty: 809.140076
	Iteration 19Q: 3 clusters Score -284844.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -284891.843750 Penalty: 809.140076
	Iteration 20F: 3 clusters Score -284891.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -284944.500000 Penalty: 809.140076
	Iteration 21Q: 3 clusters Score -284944.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -284989.437500 Penalty: 809.140076
	Iteration 22Q: 3 clusters Score -284989.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -285043.750000 Penalty: 809.140076
	Iteration 23Q: 3 clusters Score -285043.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -285096.562500 Penalty: 809.140076
	Iteration 24Q: 3 clusters Score -285096.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -285144.218750 Penalty: 809.140076
	Iteration 25Q: 3 clusters Score -285144.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -285185.500000 Penalty: 809.140076
	Iteration 26Q: 3 clusters Score -285185.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -285221.843750 Penalty: 809.140076
	Iteration 27Q: 3 clusters Score -285221.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -285250.906250 Penalty: 809.140076
	Iteration 28Q: 3 clusters Score -285250.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -285292.562500 Penalty: 809.140076
	Iteration 29Q: 3 clusters Score -285292.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -285348.375000 Penalty: 809.140076
	Iteration 30Q: 3 clusters Score -285348.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -285415.968750 Penalty: 809.140076
	Iteration 31Q: 3 clusters Score -285416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -285449.968750 Penalty: 809.140076
	Iteration 32Q: 3 clusters Score -285450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -285467.843750 Penalty: 809.140076
	Iteration 33Q: 3 clusters Score -285467.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -285476.437500 Penalty: 809.140076
	Iteration 34Q: 3 clusters Score -285476.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -285482.281250 Penalty: 809.140076
	Iteration 35Q: 3 clusters Score -285482.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -285489.312500 Penalty: 809.140076
	Iteration 36Q: 3 clusters Score -285489.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -285494.812500 Penalty: 809.140076
	Iteration 37Q: 3 clusters Score -285494.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -285500.031250 Penalty: 809.140076
	Iteration 38Q: 3 clusters Score -285500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -285501.687500 Penalty: 809.140076
	Iteration 39Q: 3 clusters Score -285501.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -285503.218750 Penalty: 809.140076
	Iteration 40F: 3 clusters Score -285503.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -285503.906250 Penalty: 809.140076
	Iteration 41Q: 3 clusters Score -285503.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -285505.250000 Penalty: 809.140076
	Iteration 42Q: 3 clusters Score -285505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -285505.437500 Penalty: 809.140076
	Iteration 43Q: 3 clusters Score -285505.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -285505.437500 Penalty: 809.140076
	Iteration 44F: 3 clusters Score -285505.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (300071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300071 members 
Entering Unmasked Estep 
Score: -12447272.000000 Penalty: 573.835754
	Iteration 0F: 2 clusters Score -1.244727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149396 members 
Mstep: Class 2 contains 150675 members 
Entering Unmasked Estep 
Score: -12242655.000000 Penalty: 1147.671509
	Iteration 0F: 3 clusters Score -1.224266e+07 nChanged 148143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109235 members 
Mstep: Class 2 contains 190836 members 
Entering Unmasked Estep 
Score: -12343886.000000 Penalty: 1147.671509
	Iteration 1F: 3 clusters Score -1.234389e+07 nChanged 23493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85886 members 
Mstep: Class 2 contains 214185 members 
Entering Unmasked Estep 
Score: -12360156.000000 Penalty: 1147.671509
	Iteration 2F: 3 clusters Score -1.236016e+07 nChanged 29480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56440 members 
Mstep: Class 2 contains 243631 members 
Entering Unmasked Estep 
Score: -12386692.000000 Penalty: 1147.671509
	Iteration 3F: 3 clusters Score -1.238669e+07 nChanged 28442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 272071 members 
Entering Unmasked Estep 
Score: -12416705.000000 Penalty: 1147.671509
	Iteration 4F: 3 clusters Score -1.24167e+07 nChanged 18678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 290747 members 
Entering Unmasked Estep 
Score: -12437334.000000 Penalty: 1147.671509
	Iteration 5F: 3 clusters Score -1.243733e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 298050 members 
Entering Unmasked Estep 
Score: -12444896.000000 Penalty: 1147.671509
	Iteration 6Q: 3 clusters Score -1.24449e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 299699 members 
Entering Unmasked Estep 
Score: -12446425.000000 Penalty: 1147.671509
	Iteration 7Q: 3 clusters Score -1.244642e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 299973 members 
Entering Unmasked Estep 
Score: -12446603.000000 Penalty: 1147.671509
	Iteration 8Q: 3 clusters Score -1.24466e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 300013 members 
Entering Unmasked Estep 
Score: -12446665.000000 Penalty: 1147.671509
	Iteration 9Q: 3 clusters Score -1.244666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 300030 members 
Entering Unmasked Estep 
Score: -12446708.000000 Penalty: 1147.671509
	Iteration 10Q: 3 clusters Score -1.244671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 300033 members 
Entering Unmasked Estep 
Score: -12446721.000000 Penalty: 1147.671509
	Iteration 11Q: 3 clusters Score -1.244672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 300035 members 
Entering Unmasked Estep 
Score: -12446730.000000 Penalty: 1147.671509
	Iteration 12Q: 3 clusters Score -1.244673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 300035 members 
Entering Unmasked Estep 
Score: -12446742.000000 Penalty: 1147.671509
	Iteration 13Q: 3 clusters Score -1.244674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 300034 members 
Entering Unmasked Estep 
Score: -12446749.000000 Penalty: 1147.671509
	Iteration 14Q: 3 clusters Score -1.244675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 300034 members 
Entering Unmasked Estep 
Score: -12446749.000000 Penalty: 1147.671509
	Iteration 15F: 3 clusters Score -1.244675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60626 members 
Entering Unmasked Estep 
Score: -2444829.750000 Penalty: 501.067780
	Iteration 0F: 2 clusters Score -2444830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -2404143.500000 Penalty: 1002.135559
	Iteration 0F: 3 clusters Score -2404144 nChanged 29453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -2422167.000000 Penalty: 1002.135559
	Iteration 1F: 3 clusters Score -2422167 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -2423679.000000 Penalty: 1002.135559
	Iteration 2F: 3 clusters Score -2423679 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -2425624.500000 Penalty: 1002.135559
	Iteration 3F: 3 clusters Score -2425624 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -2427617.750000 Penalty: 1002.135559
	Iteration 4F: 3 clusters Score -2427618 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -2429271.750000 Penalty: 1002.135559
	Iteration 5F: 3 clusters Score -2429272 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -2430544.250000 Penalty: 1002.135559
	Iteration 6Q: 3 clusters Score -2430544 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -2431536.500000 Penalty: 1002.135559
	Iteration 7Q: 3 clusters Score -2431536 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -2432404.250000 Penalty: 1002.135559
	Iteration 8Q: 3 clusters Score -2432404 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2433218.000000 Penalty: 1002.135559
	Iteration 9Q: 3 clusters Score -2433218 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2434039.250000 Penalty: 1002.135559
	Iteration 10Q: 3 clusters Score -2434039 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2434883.000000 Penalty: 1002.135559
	Iteration 11Q: 3 clusters Score -2434883 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2435792.500000 Penalty: 1002.135559
	Iteration 12Q: 3 clusters Score -2435792 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2436731.000000 Penalty: 1002.135559
	Iteration 13Q: 3 clusters Score -2436731 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2437717.750000 Penalty: 1002.135559
	Iteration 14Q: 3 clusters Score -2437718 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2438849.750000 Penalty: 1002.135559
	Iteration 15Q: 3 clusters Score -2438850 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2440118.000000 Penalty: 1002.135559
	Iteration 16Q: 3 clusters Score -2440118 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2441389.500000 Penalty: 1002.135559
	Iteration 17Q: 3 clusters Score -2441390 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57470 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2442452.750000 Penalty: 1002.135559
	Iteration 18Q: 3 clusters Score -2442453 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58619 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2443227.250000 Penalty: 1002.135559
	Iteration 19Q: 3 clusters Score -2443227 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2443721.000000 Penalty: 1002.135559
	Iteration 20F: 3 clusters Score -2443721 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2443981.250000 Penalty: 1002.135559
	Iteration 21Q: 3 clusters Score -2443981 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2444125.500000 Penalty: 1002.135559
	Iteration 22Q: 3 clusters Score -2444126 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2444242.500000 Penalty: 1002.135559
	Iteration 23Q: 3 clusters Score -2444242 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2444304.000000 Penalty: 1002.135559
	Iteration 24Q: 3 clusters Score -2444304 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2444337.500000 Penalty: 1002.135559
	Iteration 25Q: 3 clusters Score -2444338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60454 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2444367.000000 Penalty: 1002.135559
	Iteration 26Q: 3 clusters Score -2444367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60477 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2444386.750000 Penalty: 1002.135559
	Iteration 27Q: 3 clusters Score -2444387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -2444401.750000 Penalty: 1002.135559
	Iteration 28Q: 3 clusters Score -2444402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60496 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -2444412.500000 Penalty: 1002.135559
	Iteration 29Q: 3 clusters Score -2444412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2444421.500000 Penalty: 1002.135559
	Iteration 30Q: 3 clusters Score -2444422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2444425.250000 Penalty: 1002.135559
	Iteration 31Q: 3 clusters Score -2444425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2444425.000000 Penalty: 1002.135559
	Iteration 32Q: 3 clusters Score -2444425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2444428.750000 Penalty: 1002.135559
	Iteration 33Q: 3 clusters Score -2444429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2444427.250000 Penalty: 1002.135559
	Iteration 34Q: 3 clusters Score -2444427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2444427.250000 Penalty: 1002.135559
	Iteration 35F: 3 clusters Score -2444427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -16298.317383 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -16298.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15832.200195 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -15832.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -15992.178711 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -15992.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16017.150391 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -16017.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16030.894531 Penalty: 563.504944
	Iteration 3Q: 3 clusters Score -16030.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16036.859375 Penalty: 563.504944
	Iteration 4Q: 3 clusters Score -16036.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -16046.409180 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -16046.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16054.793945 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -16054.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -16065.997070 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -16066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -16072.286133 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -16072.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -16076.261719 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -16076.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -16080.122070 Penalty: 563.504944
	Iteration 10Q: 3 clusters Score -16080.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -16082.045898 Penalty: 563.504944
	Iteration 11Q: 3 clusters Score -16082.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -16084.253906 Penalty: 563.504944
	Iteration 12Q: 3 clusters Score -16084.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -16091.871094 Penalty: 563.504944
	Iteration 13Q: 3 clusters Score -16091.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -16094.096680 Penalty: 563.504944
	Iteration 14Q: 3 clusters Score -16094.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -16094.524414 Penalty: 563.504944
	Iteration 15Q: 3 clusters Score -16094.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -16094.524414 Penalty: 563.504944
	Iteration 16F: 3 clusters Score -16094.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -19902.380859 Penalty: 293.496399
	Iteration 0F: 2 clusters Score -19902.38 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 327 members 
Entering Unmasked Estep 
Score: -19332.050781 Penalty: 586.992798
	Iteration 0F: 3 clusters Score -19332.05 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -19523.246094 Penalty: 586.992798
	Iteration 1F: 3 clusters Score -19523.25 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -19599.230469 Penalty: 586.992798
	Iteration 2F: 3 clusters Score -19599.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -19673.037109 Penalty: 586.992798
	Iteration 3F: 3 clusters Score -19673.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -19699.925781 Penalty: 586.992798
	Iteration 4F: 3 clusters Score -19699.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -19709.876953 Penalty: 586.992798
	Iteration 5Q: 3 clusters Score -19709.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -19714.771484 Penalty: 586.992798
	Iteration 6Q: 3 clusters Score -19714.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -19715.736328 Penalty: 586.992798
	Iteration 7Q: 3 clusters Score -19715.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -19716.527344 Penalty: 586.992798
	Iteration 8Q: 3 clusters Score -19716.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -19716.527344 Penalty: 586.992798
	Iteration 9F: 3 clusters Score -19716.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Entering Unmasked Estep 
Score: -138131.703125 Penalty: 370.648895
	Iteration 0F: 2 clusters Score -138131.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -135737.171875 Penalty: 741.297791
	Iteration 0F: 3 clusters Score -135737.2 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -136829.015625 Penalty: 741.297791
	Iteration 1F: 3 clusters Score -136829 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -137064.265625 Penalty: 741.297791
	Iteration 2F: 3 clusters Score -137064.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -137223.546875 Penalty: 741.297791
	Iteration 3F: 3 clusters Score -137223.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -137348.562500 Penalty: 741.297791
	Iteration 4F: 3 clusters Score -137348.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -137486.296875 Penalty: 741.297791
	Iteration 5Q: 3 clusters Score -137486.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -137632.171875 Penalty: 741.297791
	Iteration 6Q: 3 clusters Score -137632.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -137753.671875 Penalty: 741.297791
	Iteration 7Q: 3 clusters Score -137753.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -137866.421875 Penalty: 741.297791
	Iteration 8Q: 3 clusters Score -137866.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -137907.296875 Penalty: 741.297791
	Iteration 9Q: 3 clusters Score -137907.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -137922.921875 Penalty: 741.297791
	Iteration 10Q: 3 clusters Score -137922.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -137933.921875 Penalty: 741.297791
	Iteration 11Q: 3 clusters Score -137933.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -137940.609375 Penalty: 741.297791
	Iteration 12Q: 3 clusters Score -137940.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -137944.468750 Penalty: 741.297791
	Iteration 13Q: 3 clusters Score -137944.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -137948.828125 Penalty: 741.297791
	Iteration 14Q: 3 clusters Score -137948.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -137953.937500 Penalty: 741.297791
	Iteration 15Q: 3 clusters Score -137953.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -137957.203125 Penalty: 741.297791
	Iteration 16Q: 3 clusters Score -137957.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -137962.625000 Penalty: 741.297791
	Iteration 17Q: 3 clusters Score -137962.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -137966.875000 Penalty: 741.297791
	Iteration 18Q: 3 clusters Score -137966.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -137969.109375 Penalty: 741.297791
	Iteration 19Q: 3 clusters Score -137969.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -137972.484375 Penalty: 741.297791
	Iteration 20F: 3 clusters Score -137972.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -137973.421875 Penalty: 741.297791
	Iteration 21Q: 3 clusters Score -137973.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -137974.203125 Penalty: 741.297791
	Iteration 22Q: 3 clusters Score -137974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -137974.953125 Penalty: 741.297791
	Iteration 23Q: 3 clusters Score -137975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -137974.953125 Penalty: 741.297791
	Iteration 24Q: 3 clusters Score -137975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -137974.953125 Penalty: 741.297791
	Iteration 25F: 3 clusters Score -137975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Entering Unmasked Estep 
Score: -44500.132812 Penalty: 326.029968
	Iteration 0F: 2 clusters Score -44500.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -43483.703125 Penalty: 652.059937
	Iteration 0F: 3 clusters Score -43483.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -43816.082031 Penalty: 652.059937
	Iteration 1F: 3 clusters Score -43816.08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -43884.648438 Penalty: 652.059937
	Iteration 2F: 3 clusters Score -43884.65 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -43931.871094 Penalty: 652.059937
	Iteration 3F: 3 clusters Score -43931.87 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -43981.140625 Penalty: 652.059937
	Iteration 4Q: 3 clusters Score -43981.14 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -44023.453125 Penalty: 652.059937
	Iteration 5Q: 3 clusters Score -44023.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -44069.406250 Penalty: 652.059937
	Iteration 6Q: 3 clusters Score -44069.41 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -44113.328125 Penalty: 652.059937
	Iteration 7Q: 3 clusters Score -44113.33 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -44149.687500 Penalty: 652.059937
	Iteration 8Q: 3 clusters Score -44149.69 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -44177.535156 Penalty: 652.059937
	Iteration 9Q: 3 clusters Score -44177.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -44190.535156 Penalty: 652.059937
	Iteration 10Q: 3 clusters Score -44190.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -44201.628906 Penalty: 652.059937
	Iteration 11Q: 3 clusters Score -44201.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -44211.261719 Penalty: 652.059937
	Iteration 12Q: 3 clusters Score -44211.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -44219.539062 Penalty: 652.059937
	Iteration 13Q: 3 clusters Score -44219.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -44225.152344 Penalty: 652.059937
	Iteration 14Q: 3 clusters Score -44225.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -44233.160156 Penalty: 652.059937
	Iteration 15Q: 3 clusters Score -44233.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -44238.613281 Penalty: 652.059937
	Iteration 16Q: 3 clusters Score -44238.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -44248.230469 Penalty: 652.059937
	Iteration 17Q: 3 clusters Score -44248.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -44252.769531 Penalty: 652.059937
	Iteration 18Q: 3 clusters Score -44252.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -44255.402344 Penalty: 652.059937
	Iteration 19Q: 3 clusters Score -44255.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -44259.609375 Penalty: 652.059937
	Iteration 20F: 3 clusters Score -44259.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -44261.843750 Penalty: 652.059937
	Iteration 21Q: 3 clusters Score -44261.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -44264.011719 Penalty: 652.059937
	Iteration 22Q: 3 clusters Score -44264.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -44265.222656 Penalty: 652.059937
	Iteration 23Q: 3 clusters Score -44265.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -44265.417969 Penalty: 652.059937
	Iteration 24Q: 3 clusters Score -44265.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -44265.718750 Penalty: 652.059937
	Iteration 25Q: 3 clusters Score -44265.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -44266.175781 Penalty: 652.059937
	Iteration 26Q: 3 clusters Score -44266.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -44267.664062 Penalty: 652.059937
	Iteration 27Q: 3 clusters Score -44267.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -44268.164062 Penalty: 652.059937
	Iteration 28Q: 3 clusters Score -44268.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -44268.660156 Penalty: 652.059937
	Iteration 29Q: 3 clusters Score -44268.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -44269.562500 Penalty: 652.059937
	Iteration 30Q: 3 clusters Score -44269.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -44269.710938 Penalty: 652.059937
	Iteration 31Q: 3 clusters Score -44269.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -44269.875000 Penalty: 652.059937
	Iteration 32Q: 3 clusters Score -44269.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -44271.097656 Penalty: 652.059937
	Iteration 33Q: 3 clusters Score -44271.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -44272.097656 Penalty: 652.059937
	Iteration 34Q: 3 clusters Score -44272.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -44273.285156 Penalty: 652.059937
	Iteration 35Q: 3 clusters Score -44273.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -44275.277344 Penalty: 652.059937
	Iteration 36Q: 3 clusters Score -44275.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -44276.015625 Penalty: 652.059937
	Iteration 37Q: 3 clusters Score -44276.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -44276.015625 Penalty: 652.059937
	Iteration 38F: 3 clusters Score -44276.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Entering Unmasked Estep 
Score: -215754.578125 Penalty: 389.665466
	Iteration 0F: 2 clusters Score -215754.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -212268.718750 Penalty: 779.330933
	Iteration 0F: 3 clusters Score -212268.7 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -213670.968750 Penalty: 779.330933
	Iteration 1F: 3 clusters Score -213671 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -213948.312500 Penalty: 779.330933
	Iteration 2F: 3 clusters Score -213948.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -214282.515625 Penalty: 779.330933
	Iteration 3F: 3 clusters Score -214282.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -214606.640625 Penalty: 779.330933
	Iteration 4F: 3 clusters Score -214606.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -214877.562500 Penalty: 779.330933
	Iteration 5F: 3 clusters Score -214877.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -215089.015625 Penalty: 779.330933
	Iteration 6F: 3 clusters Score -215089 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -215222.062500 Penalty: 779.330933
	Iteration 7Q: 3 clusters Score -215222.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -215303.843750 Penalty: 779.330933
	Iteration 8Q: 3 clusters Score -215303.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -215382.375000 Penalty: 779.330933
	Iteration 9Q: 3 clusters Score -215382.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -215441.218750 Penalty: 779.330933
	Iteration 10Q: 3 clusters Score -215441.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -215493.140625 Penalty: 779.330933
	Iteration 11Q: 3 clusters Score -215493.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -215519.968750 Penalty: 779.330933
	Iteration 12Q: 3 clusters Score -215520 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -215549.843750 Penalty: 779.330933
	Iteration 13Q: 3 clusters Score -215549.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -215574.218750 Penalty: 779.330933
	Iteration 14Q: 3 clusters Score -215574.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -215593.687500 Penalty: 779.330933
	Iteration 15Q: 3 clusters Score -215593.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -215605.437500 Penalty: 779.330933
	Iteration 16Q: 3 clusters Score -215605.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -215612.765625 Penalty: 779.330933
	Iteration 17Q: 3 clusters Score -215612.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -215615.531250 Penalty: 779.330933
	Iteration 18Q: 3 clusters Score -215615.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -215616.375000 Penalty: 779.330933
	Iteration 19Q: 3 clusters Score -215616.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -215617.765625 Penalty: 779.330933
	Iteration 20F: 3 clusters Score -215617.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -215618.765625 Penalty: 779.330933
	Iteration 21Q: 3 clusters Score -215618.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -215619.890625 Penalty: 779.330933
	Iteration 22Q: 3 clusters Score -215619.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -215621.859375 Penalty: 779.330933
	Iteration 23Q: 3 clusters Score -215621.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -215624.093750 Penalty: 779.330933
	Iteration 24Q: 3 clusters Score -215624.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -215627.531250 Penalty: 779.330933
	Iteration 25Q: 3 clusters Score -215627.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -215629.171875 Penalty: 779.330933
	Iteration 26Q: 3 clusters Score -215629.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -215630.843750 Penalty: 779.330933
	Iteration 27Q: 3 clusters Score -215630.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -215632.984375 Penalty: 779.330933
	Iteration 28Q: 3 clusters Score -215633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -215634.562500 Penalty: 779.330933
	Iteration 29Q: 3 clusters Score -215634.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -215636.296875 Penalty: 779.330933
	Iteration 30Q: 3 clusters Score -215636.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -215637.843750 Penalty: 779.330933
	Iteration 31Q: 3 clusters Score -215637.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -215639.140625 Penalty: 779.330933
	Iteration 32Q: 3 clusters Score -215639.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -215639.375000 Penalty: 779.330933
	Iteration 33Q: 3 clusters Score -215639.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -215640.531250 Penalty: 779.330933
	Iteration 34Q: 3 clusters Score -215640.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -215640.546875 Penalty: 779.330933
	Iteration 35Q: 3 clusters Score -215640.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -215641.328125 Penalty: 779.330933
	Iteration 36Q: 3 clusters Score -215641.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -215641.906250 Penalty: 779.330933
	Iteration 37Q: 3 clusters Score -215641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -215642.312500 Penalty: 779.330933
	Iteration 38Q: 3 clusters Score -215642.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -215642.468750 Penalty: 779.330933
	Iteration 39Q: 3 clusters Score -215642.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -215642.750000 Penalty: 779.330933
	Iteration 40F: 3 clusters Score -215642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -215643.109375 Penalty: 779.330933
	Iteration 41Q: 3 clusters Score -215643.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -215643.109375 Penalty: 779.330933
	Iteration 42F: 3 clusters Score -215643.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Entering Unmasked Estep 
Score: -726046.625000 Penalty: 446.192383
	Iteration 0F: 2 clusters Score -726046.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -714027.750000 Penalty: 892.384766
	Iteration 0F: 3 clusters Score -714027.8 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -718990.437500 Penalty: 892.384766
	Iteration 1F: 3 clusters Score -718990.4 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -719320.625000 Penalty: 892.384766
	Iteration 2Q: 3 clusters Score -719320.6 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -719776.312500 Penalty: 892.384766
	Iteration 3F: 3 clusters Score -719776.3 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -720371.625000 Penalty: 892.384766
	Iteration 4F: 3 clusters Score -720371.6 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -721041.187500 Penalty: 892.384766
	Iteration 5F: 3 clusters Score -721041.2 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -721780.687500 Penalty: 892.384766
	Iteration 6F: 3 clusters Score -721780.7 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -722530.187500 Penalty: 892.384766
	Iteration 7F: 3 clusters Score -722530.2 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -723065.687500 Penalty: 892.384766
	Iteration 8Q: 3 clusters Score -723065.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -723329.562500 Penalty: 892.384766
	Iteration 9Q: 3 clusters Score -723329.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -723521.562500 Penalty: 892.384766
	Iteration 10Q: 3 clusters Score -723521.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -723699.000000 Penalty: 892.384766
	Iteration 11Q: 3 clusters Score -723699 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -723866.250000 Penalty: 892.384766
	Iteration 12Q: 3 clusters Score -723866.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -724057.812500 Penalty: 892.384766
	Iteration 13Q: 3 clusters Score -724057.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -724262.625000 Penalty: 892.384766
	Iteration 14Q: 3 clusters Score -724262.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -724507.000000 Penalty: 892.384766
	Iteration 15Q: 3 clusters Score -724507 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -724780.937500 Penalty: 892.384766
	Iteration 16Q: 3 clusters Score -724780.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -725035.375000 Penalty: 892.384766
	Iteration 17Q: 3 clusters Score -725035.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -725286.062500 Penalty: 892.384766
	Iteration 18Q: 3 clusters Score -725286.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -725475.250000 Penalty: 892.384766
	Iteration 19Q: 3 clusters Score -725475.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -725599.937500 Penalty: 892.384766
	Iteration 20F: 3 clusters Score -725599.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -725687.312500 Penalty: 892.384766
	Iteration 21Q: 3 clusters Score -725687.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -725740.187500 Penalty: 892.384766
	Iteration 22Q: 3 clusters Score -725740.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -725771.000000 Penalty: 892.384766
	Iteration 23Q: 3 clusters Score -725771 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -725797.312500 Penalty: 892.384766
	Iteration 24Q: 3 clusters Score -725797.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -725815.812500 Penalty: 892.384766
	Iteration 25Q: 3 clusters Score -725815.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -725828.812500 Penalty: 892.384766
	Iteration 26Q: 3 clusters Score -725828.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -725839.375000 Penalty: 892.384766
	Iteration 27Q: 3 clusters Score -725839.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -725850.375000 Penalty: 892.384766
	Iteration 28Q: 3 clusters Score -725850.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -725858.625000 Penalty: 892.384766
	Iteration 29Q: 3 clusters Score -725858.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -725868.500000 Penalty: 892.384766
	Iteration 30Q: 3 clusters Score -725868.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -725879.437500 Penalty: 892.384766
	Iteration 31Q: 3 clusters Score -725879.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -725882.937500 Penalty: 892.384766
	Iteration 32Q: 3 clusters Score -725882.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -725884.437500 Penalty: 892.384766
	Iteration 33Q: 3 clusters Score -725884.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -725885.125000 Penalty: 892.384766
	Iteration 34Q: 3 clusters Score -725885.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -725885.437500 Penalty: 892.384766
	Iteration 35Q: 3 clusters Score -725885.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -725885.375000 Penalty: 892.384766
	Iteration 36Q: 3 clusters Score -725885.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -725886.125000 Penalty: 892.384766
	Iteration 37Q: 3 clusters Score -725886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -725885.062500 Penalty: 892.384766
	Iteration 38Q: 3 clusters Score -725885.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -725886.062500 Penalty: 892.384766
	Iteration 39Q: 3 clusters Score -725886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -725886.187500 Penalty: 892.384766
	Iteration 40F: 3 clusters Score -725886.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -725887.312500 Penalty: 892.384766
	Iteration 41Q: 3 clusters Score -725887.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -725887.062500 Penalty: 892.384766
	Iteration 42Q: 3 clusters Score -725887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -725886.875000 Penalty: 892.384766
	Iteration 43Q: 3 clusters Score -725886.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -725887.000000 Penalty: 892.384766
	Iteration 44Q: 3 clusters Score -725887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -725887.312500 Penalty: 892.384766
	Iteration 45Q: 3 clusters Score -725887.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -725887.812500 Penalty: 892.384766
	Iteration 46Q: 3 clusters Score -725887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -725888.250000 Penalty: 892.384766
	Iteration 47Q: 3 clusters Score -725888.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -725889.312500 Penalty: 892.384766
	Iteration 48Q: 3 clusters Score -725889.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -725890.875000 Penalty: 892.384766
	Iteration 49Q: 3 clusters Score -725890.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -725891.437500 Penalty: 892.384766
	Iteration 50Q: 3 clusters Score -725891.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -725891.875000 Penalty: 892.384766
	Iteration 51Q: 3 clusters Score -725891.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -725891.875000 Penalty: 892.384766
	Iteration 52F: 3 clusters Score -725891.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -33019.234375 Penalty: 310.804779
	Iteration 0F: 2 clusters Score -33019.23 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 476 members 
Entering Unmasked Estep 
Score: -32290.599609 Penalty: 621.609558
	Iteration 0F: 3 clusters Score -32290.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -32513.462891 Penalty: 621.609558
	Iteration 1F: 3 clusters Score -32513.46 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -32575.410156 Penalty: 621.609558
	Iteration 2F: 3 clusters Score -32575.41 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -32610.046875 Penalty: 621.609558
	Iteration 3F: 3 clusters Score -32610.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -32635.496094 Penalty: 621.609558
	Iteration 4Q: 3 clusters Score -32635.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -32658.982422 Penalty: 621.609558
	Iteration 5Q: 3 clusters Score -32658.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -32689.978516 Penalty: 621.609558
	Iteration 6Q: 3 clusters Score -32689.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -32711.371094 Penalty: 621.609558
	Iteration 7Q: 3 clusters Score -32711.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -32721.636719 Penalty: 621.609558
	Iteration 8Q: 3 clusters Score -32721.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -32726.880859 Penalty: 621.609558
	Iteration 9Q: 3 clusters Score -32726.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -32730.324219 Penalty: 621.609558
	Iteration 10Q: 3 clusters Score -32730.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -32732.611328 Penalty: 621.609558
	Iteration 11Q: 3 clusters Score -32732.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -32735.535156 Penalty: 621.609558
	Iteration 12Q: 3 clusters Score -32735.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -32737.988281 Penalty: 621.609558
	Iteration 13Q: 3 clusters Score -32737.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -32740.958984 Penalty: 621.609558
	Iteration 14Q: 3 clusters Score -32740.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -32743.742188 Penalty: 621.609558
	Iteration 15Q: 3 clusters Score -32743.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -32745.480469 Penalty: 621.609558
	Iteration 16Q: 3 clusters Score -32745.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -32746.783203 Penalty: 621.609558
	Iteration 17Q: 3 clusters Score -32746.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -32750.869141 Penalty: 621.609558
	Iteration 18Q: 3 clusters Score -32750.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -32755.353516 Penalty: 621.609558
	Iteration 19Q: 3 clusters Score -32755.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -32759.490234 Penalty: 621.609558
	Iteration 20F: 3 clusters Score -32759.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -32760.095703 Penalty: 621.609558
	Iteration 21Q: 3 clusters Score -32760.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -32760.095703 Penalty: 621.609558
	Iteration 22F: 3 clusters Score -32760.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Entering Unmasked Estep 
Score: -71900.421875 Penalty: 344.782349
	Iteration 0F: 2 clusters Score -71900.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -70535.968750 Penalty: 689.564697
	Iteration 0F: 3 clusters Score -70535.97 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -71053.765625 Penalty: 689.564697
	Iteration 1F: 3 clusters Score -71053.77 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -71143.906250 Penalty: 689.564697
	Iteration 2F: 3 clusters Score -71143.91 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -71229.773438 Penalty: 689.564697
	Iteration 3F: 3 clusters Score -71229.77 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -71367.617188 Penalty: 689.564697
	Iteration 4F: 3 clusters Score -71367.62 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -71529.718750 Penalty: 689.564697
	Iteration 5F: 3 clusters Score -71529.72 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -71690.882812 Penalty: 689.564697
	Iteration 6F: 3 clusters Score -71690.88 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -71848.171875 Penalty: 689.564697
	Iteration 7F: 3 clusters Score -71848.17 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -71966.523438 Penalty: 689.564697
	Iteration 8Q: 3 clusters Score -71966.52 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -72042.851562 Penalty: 689.564697
	Iteration 9Q: 3 clusters Score -72042.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -72067.093750 Penalty: 689.564697
	Iteration 10Q: 3 clusters Score -72067.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -72078.757812 Penalty: 689.564697
	Iteration 11Q: 3 clusters Score -72078.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -72085.492188 Penalty: 689.564697
	Iteration 12Q: 3 clusters Score -72085.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -72086.578125 Penalty: 689.564697
	Iteration 13Q: 3 clusters Score -72086.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -72087.664062 Penalty: 689.564697
	Iteration 14F: 3 clusters Score -72087.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -72087.921875 Penalty: 689.564697
	Iteration 15Q: 3 clusters Score -72087.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -72087.968750 Penalty: 689.564697
	Iteration 16Q: 3 clusters Score -72087.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -72087.968750 Penalty: 689.564697
	Iteration 17F: 3 clusters Score -72087.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157639 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6540 members 
Mstep: Class 12 contains 26559 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7271 members 
Mstep: Class 15 contains 300071 members 
Mstep: Class 16 contains 60626 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5240 members 
Mstep: Class 22 contains 18150 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37810 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 2015 members 
Mstep: Class 44 contains 713 members 
Mstep: Class 45 contains 1304 members 
Entering Unmasked Estep 
Score: -28351784.000000 Penalty: 27642.884766
Splitting cluster 24 changes total score from -28351870.000000 to -28351784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -27320.488281 Penalty: 304.376770
	Iteration 0F: 2 clusters Score -27320.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -26647.550781 Penalty: 608.753540
	Iteration 0F: 3 clusters Score -26647.55 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -26881.681641 Penalty: 608.753540
	Iteration 1F: 3 clusters Score -26881.68 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -26944.492188 Penalty: 608.753540
	Iteration 2F: 3 clusters Score -26944.49 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -26974.800781 Penalty: 608.753540
	Iteration 3F: 3 clusters Score -26974.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -27008.818359 Penalty: 608.753540
	Iteration 4Q: 3 clusters Score -27008.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -27031.371094 Penalty: 608.753540
	Iteration 5Q: 3 clusters Score -27031.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -27043.900391 Penalty: 608.753540
	Iteration 6Q: 3 clusters Score -27043.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -27053.841797 Penalty: 608.753540
	Iteration 7Q: 3 clusters Score -27053.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -27063.828125 Penalty: 608.753540
	Iteration 8Q: 3 clusters Score -27063.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -27071.283203 Penalty: 608.753540
	Iteration 9Q: 3 clusters Score -27071.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -27078.070312 Penalty: 608.753540
	Iteration 10Q: 3 clusters Score -27078.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -27094.369141 Penalty: 608.753540
	Iteration 11Q: 3 clusters Score -27094.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -27115.001953 Penalty: 608.753540
	Iteration 12Q: 3 clusters Score -27115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -27141.492188 Penalty: 608.753540
	Iteration 13Q: 3 clusters Score -27141.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -27159.052734 Penalty: 608.753540
	Iteration 14Q: 3 clusters Score -27159.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -27168.171875 Penalty: 608.753540
	Iteration 15Q: 3 clusters Score -27168.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -27174.117188 Penalty: 608.753540
	Iteration 16Q: 3 clusters Score -27174.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -27181.898438 Penalty: 608.753540
	Iteration 17Q: 3 clusters Score -27181.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -27185.814453 Penalty: 608.753540
	Iteration 18Q: 3 clusters Score -27185.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -27189.320312 Penalty: 608.753540
	Iteration 19Q: 3 clusters Score -27189.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -27190.470703 Penalty: 608.753540
	Iteration 20F: 3 clusters Score -27190.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -27194.119141 Penalty: 608.753540
	Iteration 21Q: 3 clusters Score -27194.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -27195.685547 Penalty: 608.753540
	Iteration 22Q: 3 clusters Score -27195.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -27198.439453 Penalty: 608.753540
	Iteration 23Q: 3 clusters Score -27198.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -27202.099609 Penalty: 608.753540
	Iteration 24Q: 3 clusters Score -27202.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -27207.335938 Penalty: 608.753540
	Iteration 25Q: 3 clusters Score -27207.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -27212.294922 Penalty: 608.753540
	Iteration 26Q: 3 clusters Score -27212.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -27212.294922 Penalty: 608.753540
	Iteration 27F: 3 clusters Score -27212.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Entering Unmasked Estep 
Score: -50691.398438 Penalty: 325.712402
	Iteration 0F: 2 clusters Score -50691.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -49741.511719 Penalty: 651.424805
	Iteration 0F: 3 clusters Score -49741.51 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -50090.546875 Penalty: 651.424805
	Iteration 1F: 3 clusters Score -50090.55 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -50176.429688 Penalty: 651.424805
	Iteration 2F: 3 clusters Score -50176.43 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -50244.179688 Penalty: 651.424805
	Iteration 3F: 3 clusters Score -50244.18 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -50291.656250 Penalty: 651.424805
	Iteration 4F: 3 clusters Score -50291.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -50334.304688 Penalty: 651.424805
	Iteration 5Q: 3 clusters Score -50334.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -50377.816406 Penalty: 651.424805
	Iteration 6Q: 3 clusters Score -50377.82 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -50418.199219 Penalty: 651.424805
	Iteration 7Q: 3 clusters Score -50418.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -50438.621094 Penalty: 651.424805
	Iteration 8Q: 3 clusters Score -50438.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -50448.843750 Penalty: 651.424805
	Iteration 9Q: 3 clusters Score -50448.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -50460.562500 Penalty: 651.424805
	Iteration 10Q: 3 clusters Score -50460.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50470.675781 Penalty: 651.424805
	Iteration 11Q: 3 clusters Score -50470.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -50482.457031 Penalty: 651.424805
	Iteration 12Q: 3 clusters Score -50482.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -50492.050781 Penalty: 651.424805
	Iteration 13Q: 3 clusters Score -50492.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -50502.769531 Penalty: 651.424805
	Iteration 14Q: 3 clusters Score -50502.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -50512.617188 Penalty: 651.424805
	Iteration 15Q: 3 clusters Score -50512.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50523.253906 Penalty: 651.424805
	Iteration 16Q: 3 clusters Score -50523.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50539.589844 Penalty: 651.424805
	Iteration 17Q: 3 clusters Score -50539.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50549.058594 Penalty: 651.424805
	Iteration 18Q: 3 clusters Score -50549.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50554.039062 Penalty: 651.424805
	Iteration 19Q: 3 clusters Score -50554.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50555.113281 Penalty: 651.424805
	Iteration 20F: 3 clusters Score -50555.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50555.316406 Penalty: 651.424805
	Iteration 21Q: 3 clusters Score -50555.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50556.625000 Penalty: 651.424805
	Iteration 22Q: 3 clusters Score -50556.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50556.625000 Penalty: 651.424805
	Iteration 23F: 3 clusters Score -50556.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Entering Unmasked Estep 
Score: -144601.046875 Penalty: 373.225403
	Iteration 0F: 2 clusters Score -144601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -142115.921875 Penalty: 746.450806
	Iteration 0F: 3 clusters Score -142115.9 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -143176.640625 Penalty: 746.450806
	Iteration 1F: 3 clusters Score -143176.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -143364.125000 Penalty: 746.450806
	Iteration 2F: 3 clusters Score -143364.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -143532.718750 Penalty: 746.450806
	Iteration 3F: 3 clusters Score -143532.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -143705.578125 Penalty: 746.450806
	Iteration 4F: 3 clusters Score -143705.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -143888.703125 Penalty: 746.450806
	Iteration 5F: 3 clusters Score -143888.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -144031.015625 Penalty: 746.450806
	Iteration 6F: 3 clusters Score -144031 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -144142.671875 Penalty: 746.450806
	Iteration 7Q: 3 clusters Score -144142.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -144205.781250 Penalty: 746.450806
	Iteration 8Q: 3 clusters Score -144205.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -144238.453125 Penalty: 746.450806
	Iteration 9Q: 3 clusters Score -144238.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -144263.921875 Penalty: 746.450806
	Iteration 10Q: 3 clusters Score -144263.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -144293.000000 Penalty: 746.450806
	Iteration 11Q: 3 clusters Score -144293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -144316.734375 Penalty: 746.450806
	Iteration 12Q: 3 clusters Score -144316.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -144337.328125 Penalty: 746.450806
	Iteration 13Q: 3 clusters Score -144337.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -144348.578125 Penalty: 746.450806
	Iteration 14Q: 3 clusters Score -144348.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -144358.093750 Penalty: 746.450806
	Iteration 15Q: 3 clusters Score -144358.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -144361.796875 Penalty: 746.450806
	Iteration 16Q: 3 clusters Score -144361.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -144367.109375 Penalty: 746.450806
	Iteration 17Q: 3 clusters Score -144367.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -144369.531250 Penalty: 746.450806
	Iteration 18Q: 3 clusters Score -144369.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -144371.531250 Penalty: 746.450806
	Iteration 19Q: 3 clusters Score -144371.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -144373.703125 Penalty: 746.450806
	Iteration 20F: 3 clusters Score -144373.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -144375.968750 Penalty: 746.450806
	Iteration 21Q: 3 clusters Score -144376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -144378.531250 Penalty: 746.450806
	Iteration 22Q: 3 clusters Score -144378.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -144381.937500 Penalty: 746.450806
	Iteration 23Q: 3 clusters Score -144381.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -144384.609375 Penalty: 746.450806
	Iteration 24Q: 3 clusters Score -144384.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -144387.468750 Penalty: 746.450806
	Iteration 25Q: 3 clusters Score -144387.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -144390.484375 Penalty: 746.450806
	Iteration 26Q: 3 clusters Score -144390.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -144393.937500 Penalty: 746.450806
	Iteration 27Q: 3 clusters Score -144393.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -144396.421875 Penalty: 746.450806
	Iteration 28Q: 3 clusters Score -144396.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -144399.640625 Penalty: 746.450806
	Iteration 29Q: 3 clusters Score -144399.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -144402.515625 Penalty: 746.450806
	Iteration 30Q: 3 clusters Score -144402.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -144407.593750 Penalty: 746.450806
	Iteration 31Q: 3 clusters Score -144407.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -144410.078125 Penalty: 746.450806
	Iteration 32Q: 3 clusters Score -144410.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -144413.062500 Penalty: 746.450806
	Iteration 33Q: 3 clusters Score -144413.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -144414.968750 Penalty: 746.450806
	Iteration 34Q: 3 clusters Score -144415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -144415.312500 Penalty: 746.450806
	Iteration 35Q: 3 clusters Score -144415.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -144416.234375 Penalty: 746.450806
	Iteration 36Q: 3 clusters Score -144416.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -144419.781250 Penalty: 746.450806
	Iteration 37Q: 3 clusters Score -144419.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -144422.593750 Penalty: 746.450806
	Iteration 38Q: 3 clusters Score -144422.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -144423.765625 Penalty: 746.450806
	Iteration 39Q: 3 clusters Score -144423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -144424.406250 Penalty: 746.450806
	Iteration 40F: 3 clusters Score -144424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -144424.640625 Penalty: 746.450806
	Iteration 41Q: 3 clusters Score -144424.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -144425.406250 Penalty: 746.450806
	Iteration 42Q: 3 clusters Score -144425.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -144425.578125 Penalty: 746.450806
	Iteration 43Q: 3 clusters Score -144425.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -144425.578125 Penalty: 746.450806
	Iteration 44F: 3 clusters Score -144425.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Entering Unmasked Estep 
Score: -65886.632812 Penalty: 336.922394
	Iteration 0F: 2 clusters Score -65886.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -64662.503906 Penalty: 673.844788
	Iteration 0F: 3 clusters Score -64662.5 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -65039.007812 Penalty: 673.844788
	Iteration 1F: 3 clusters Score -65039.01 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -65085.351562 Penalty: 673.844788
	Iteration 2F: 3 clusters Score -65085.35 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -65120.238281 Penalty: 673.844788
	Iteration 3Q: 3 clusters Score -65120.24 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -65149.382812 Penalty: 673.844788
	Iteration 4Q: 3 clusters Score -65149.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -65170.925781 Penalty: 673.844788
	Iteration 5Q: 3 clusters Score -65170.93 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -65195.429688 Penalty: 673.844788
	Iteration 6Q: 3 clusters Score -65195.43 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -65228.664062 Penalty: 673.844788
	Iteration 7Q: 3 clusters Score -65228.66 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -65270.800781 Penalty: 673.844788
	Iteration 8Q: 3 clusters Score -65270.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -65326.582031 Penalty: 673.844788
	Iteration 9Q: 3 clusters Score -65326.58 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -65367.703125 Penalty: 673.844788
	Iteration 10Q: 3 clusters Score -65367.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -65403.417969 Penalty: 673.844788
	Iteration 11Q: 3 clusters Score -65403.42 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -65438.480469 Penalty: 673.844788
	Iteration 12Q: 3 clusters Score -65438.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -65471.246094 Penalty: 673.844788
	Iteration 13Q: 3 clusters Score -65471.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -65496.769531 Penalty: 673.844788
	Iteration 14Q: 3 clusters Score -65496.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -65517.347656 Penalty: 673.844788
	Iteration 15Q: 3 clusters Score -65517.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -65533.964844 Penalty: 673.844788
	Iteration 16Q: 3 clusters Score -65533.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -65546.320312 Penalty: 673.844788
	Iteration 17Q: 3 clusters Score -65546.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -65554.367188 Penalty: 673.844788
	Iteration 18Q: 3 clusters Score -65554.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -65560.031250 Penalty: 673.844788
	Iteration 19Q: 3 clusters Score -65560.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -65566.328125 Penalty: 673.844788
	Iteration 20F: 3 clusters Score -65566.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -65571.242188 Penalty: 673.844788
	Iteration 21Q: 3 clusters Score -65571.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -65573.078125 Penalty: 673.844788
	Iteration 22Q: 3 clusters Score -65573.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -65573.078125 Penalty: 673.844788
	Iteration 23F: 3 clusters Score -65573.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Entering Unmasked Estep 
Score: -279444.656250 Penalty: 403.920898
	Iteration 0F: 2 clusters Score -279444.7 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 3628 members 
Entering Unmasked Estep 
Score: -274583.312500 Penalty: 807.841797
	Iteration 0F: 3 clusters Score -274583.3 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -276628.093750 Penalty: 807.841797
	Iteration 1F: 3 clusters Score -276628.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -276936.062500 Penalty: 807.841797
	Iteration 2F: 3 clusters Score -276936.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -277152.625000 Penalty: 807.841797
	Iteration 3F: 3 clusters Score -277152.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -277326.843750 Penalty: 807.841797
	Iteration 4F: 3 clusters Score -277326.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -277476.750000 Penalty: 807.841797
	Iteration 5Q: 3 clusters Score -277476.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -277599.968750 Penalty: 807.841797
	Iteration 6Q: 3 clusters Score -277600 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -277713.687500 Penalty: 807.841797
	Iteration 7Q: 3 clusters Score -277713.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -277816.187500 Penalty: 807.841797
	Iteration 8Q: 3 clusters Score -277816.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -277911.656250 Penalty: 807.841797
	Iteration 9Q: 3 clusters Score -277911.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -277999.781250 Penalty: 807.841797
	Iteration 10Q: 3 clusters Score -277999.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -278075.843750 Penalty: 807.841797
	Iteration 11Q: 3 clusters Score -278075.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -278135.656250 Penalty: 807.841797
	Iteration 12Q: 3 clusters Score -278135.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -278182.687500 Penalty: 807.841797
	Iteration 13Q: 3 clusters Score -278182.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -278221.500000 Penalty: 807.841797
	Iteration 14Q: 3 clusters Score -278221.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -278266.468750 Penalty: 807.841797
	Iteration 15Q: 3 clusters Score -278266.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -278320.562500 Penalty: 807.841797
	Iteration 16Q: 3 clusters Score -278320.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -278396.625000 Penalty: 807.841797
	Iteration 17Q: 3 clusters Score -278396.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -278480.062500 Penalty: 807.841797
	Iteration 18Q: 3 clusters Score -278480.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -278559.093750 Penalty: 807.841797
	Iteration 19Q: 3 clusters Score -278559.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -278653.718750 Penalty: 807.841797
	Iteration 20F: 3 clusters Score -278653.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -278744.062500 Penalty: 807.841797
	Iteration 21Q: 3 clusters Score -278744.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -278833.312500 Penalty: 807.841797
	Iteration 22Q: 3 clusters Score -278833.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -278913.187500 Penalty: 807.841797
	Iteration 23Q: 3 clusters Score -278913.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -278959.937500 Penalty: 807.841797
	Iteration 24Q: 3 clusters Score -278959.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -278993.000000 Penalty: 807.841797
	Iteration 25Q: 3 clusters Score -278993 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -279022.000000 Penalty: 807.841797
	Iteration 26Q: 3 clusters Score -279022 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -279048.562500 Penalty: 807.841797
	Iteration 27Q: 3 clusters Score -279048.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -279081.156250 Penalty: 807.841797
	Iteration 28Q: 3 clusters Score -279081.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -279109.156250 Penalty: 807.841797
	Iteration 29Q: 3 clusters Score -279109.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -279150.593750 Penalty: 807.841797
	Iteration 30Q: 3 clusters Score -279150.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -279213.312500 Penalty: 807.841797
	Iteration 31Q: 3 clusters Score -279213.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -279271.843750 Penalty: 807.841797
	Iteration 32Q: 3 clusters Score -279271.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -279330.375000 Penalty: 807.841797
	Iteration 33Q: 3 clusters Score -279330.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -279361.406250 Penalty: 807.841797
	Iteration 34Q: 3 clusters Score -279361.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -279384.312500 Penalty: 807.841797
	Iteration 35Q: 3 clusters Score -279384.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -279393.562500 Penalty: 807.841797
	Iteration 36Q: 3 clusters Score -279393.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -279397.406250 Penalty: 807.841797
	Iteration 37Q: 3 clusters Score -279397.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -279400.625000 Penalty: 807.841797
	Iteration 38Q: 3 clusters Score -279400.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -279402.781250 Penalty: 807.841797
	Iteration 39Q: 3 clusters Score -279402.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -279404.218750 Penalty: 807.841797
	Iteration 40F: 3 clusters Score -279404.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -279405.937500 Penalty: 807.841797
	Iteration 41Q: 3 clusters Score -279405.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -279406.625000 Penalty: 807.841797
	Iteration 42Q: 3 clusters Score -279406.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -279407.218750 Penalty: 807.841797
	Iteration 43Q: 3 clusters Score -279407.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -279408.968750 Penalty: 807.841797
	Iteration 44Q: 3 clusters Score -279409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -279410.437500 Penalty: 807.841797
	Iteration 45Q: 3 clusters Score -279410.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -279411.937500 Penalty: 807.841797
	Iteration 46Q: 3 clusters Score -279411.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -279413.187500 Penalty: 807.841797
	Iteration 47Q: 3 clusters Score -279413.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -279414.406250 Penalty: 807.841797
	Iteration 48Q: 3 clusters Score -279414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -279414.062500 Penalty: 807.841797
	Iteration 49Q: 3 clusters Score -279414.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -279414.156250 Penalty: 807.841797
	Iteration 50Q: 3 clusters Score -279414.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -279415.062500 Penalty: 807.841797
	Iteration 51Q: 3 clusters Score -279415.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -279415.062500 Penalty: 807.841797
	Iteration 52F: 3 clusters Score -279415.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (37810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Entering Unmasked Estep 
Score: -1629352.125000 Penalty: 479.584961
	Iteration 0F: 2 clusters Score -1629352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -1603926.500000 Penalty: 959.169922
	Iteration 0F: 3 clusters Score -1603926 nChanged 18215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -1614768.625000 Penalty: 959.169922
	Iteration 1F: 3 clusters Score -1614769 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1615341.375000 Penalty: 959.169922
	Iteration 2Q: 3 clusters Score -1615341 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1616177.375000 Penalty: 959.169922
	Iteration 3F: 3 clusters Score -1616177 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1617434.625000 Penalty: 959.169922
	Iteration 4F: 3 clusters Score -1617435 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1619182.625000 Penalty: 959.169922
	Iteration 5F: 3 clusters Score -1619183 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1621538.250000 Penalty: 959.169922
	Iteration 6F: 3 clusters Score -1621538 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1624103.875000 Penalty: 959.169922
	Iteration 7F: 3 clusters Score -1624104 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1625590.500000 Penalty: 959.169922
	Iteration 8Q: 3 clusters Score -1625590 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1625972.000000 Penalty: 959.169922
	Iteration 9Q: 3 clusters Score -1625972 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1626112.125000 Penalty: 959.169922
	Iteration 10Q: 3 clusters Score -1626112 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1626244.250000 Penalty: 959.169922
	Iteration 11Q: 3 clusters Score -1626244 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1626359.375000 Penalty: 959.169922
	Iteration 12Q: 3 clusters Score -1626359 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1626468.625000 Penalty: 959.169922
	Iteration 13Q: 3 clusters Score -1626469 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1626574.375000 Penalty: 959.169922
	Iteration 14Q: 3 clusters Score -1626574 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1626675.500000 Penalty: 959.169922
	Iteration 15Q: 3 clusters Score -1626676 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1626789.000000 Penalty: 959.169922
	Iteration 16Q: 3 clusters Score -1626789 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1626911.125000 Penalty: 959.169922
	Iteration 17Q: 3 clusters Score -1626911 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1627030.500000 Penalty: 959.169922
	Iteration 18Q: 3 clusters Score -1627030 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1627164.000000 Penalty: 959.169922
	Iteration 19Q: 3 clusters Score -1627164 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1627288.375000 Penalty: 959.169922
	Iteration 20F: 3 clusters Score -1627288 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1627399.000000 Penalty: 959.169922
	Iteration 21Q: 3 clusters Score -1627399 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1627524.000000 Penalty: 959.169922
	Iteration 22Q: 3 clusters Score -1627524 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1627643.375000 Penalty: 959.169922
	Iteration 23Q: 3 clusters Score -1627643 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1627747.625000 Penalty: 959.169922
	Iteration 24Q: 3 clusters Score -1627748 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1627850.625000 Penalty: 959.169922
	Iteration 25Q: 3 clusters Score -1627851 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1627939.375000 Penalty: 959.169922
	Iteration 26Q: 3 clusters Score -1627939 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1628038.875000 Penalty: 959.169922
	Iteration 27Q: 3 clusters Score -1628039 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1628119.750000 Penalty: 959.169922
	Iteration 28Q: 3 clusters Score -1628120 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1628195.750000 Penalty: 959.169922
	Iteration 29Q: 3 clusters Score -1628196 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1628278.500000 Penalty: 959.169922
	Iteration 30Q: 3 clusters Score -1628278 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1628350.250000 Penalty: 959.169922
	Iteration 31Q: 3 clusters Score -1628350 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1628420.375000 Penalty: 959.169922
	Iteration 32Q: 3 clusters Score -1628420 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1628489.000000 Penalty: 959.169922
	Iteration 33Q: 3 clusters Score -1628489 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1628550.500000 Penalty: 959.169922
	Iteration 34Q: 3 clusters Score -1628550 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1628596.500000 Penalty: 959.169922
	Iteration 35Q: 3 clusters Score -1628596 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1628632.250000 Penalty: 959.169922
	Iteration 36Q: 3 clusters Score -1628632 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1628662.250000 Penalty: 959.169922
	Iteration 37Q: 3 clusters Score -1628662 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1628688.375000 Penalty: 959.169922
	Iteration 38Q: 3 clusters Score -1628688 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1628719.375000 Penalty: 959.169922
	Iteration 39Q: 3 clusters Score -1628719 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1628750.750000 Penalty: 959.169922
	Iteration 40F: 3 clusters Score -1628751 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1628772.750000 Penalty: 959.169922
	Iteration 41Q: 3 clusters Score -1628773 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1628792.125000 Penalty: 959.169922
	Iteration 42Q: 3 clusters Score -1628792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1628801.125000 Penalty: 959.169922
	Iteration 43Q: 3 clusters Score -1628801 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1628811.000000 Penalty: 959.169922
	Iteration 44Q: 3 clusters Score -1628811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1628819.875000 Penalty: 959.169922
	Iteration 45Q: 3 clusters Score -1628820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1628835.625000 Penalty: 959.169922
	Iteration 46Q: 3 clusters Score -1628836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1628849.000000 Penalty: 959.169922
	Iteration 47Q: 3 clusters Score -1628849 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1628863.625000 Penalty: 959.169922
	Iteration 48Q: 3 clusters Score -1628864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1628873.000000 Penalty: 959.169922
	Iteration 49Q: 3 clusters Score -1628873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1628880.000000 Penalty: 959.169922
	Iteration 50Q: 3 clusters Score -1628880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1628888.375000 Penalty: 959.169922
	Iteration 51Q: 3 clusters Score -1628888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1628893.500000 Penalty: 959.169922
	Iteration 52Q: 3 clusters Score -1628894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1628894.500000 Penalty: 959.169922
	Iteration 53Q: 3 clusters Score -1628894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1628896.000000 Penalty: 959.169922
	Iteration 54Q: 3 clusters Score -1628896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1628896.500000 Penalty: 959.169922
	Iteration 55Q: 3 clusters Score -1628896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1628897.500000 Penalty: 959.169922
	Iteration 56Q: 3 clusters Score -1628898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1628899.625000 Penalty: 959.169922
	Iteration 57Q: 3 clusters Score -1628900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1628904.250000 Penalty: 959.169922
	Iteration 58Q: 3 clusters Score -1628904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1628905.875000 Penalty: 959.169922
	Iteration 59Q: 3 clusters Score -1628906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1628910.125000 Penalty: 959.169922
	Iteration 60F: 3 clusters Score -1628910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1628915.875000 Penalty: 959.169922
	Iteration 61Q: 3 clusters Score -1628916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1628920.125000 Penalty: 959.169922
	Iteration 62Q: 3 clusters Score -1628920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1628925.250000 Penalty: 959.169922
	Iteration 63Q: 3 clusters Score -1628925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1628930.500000 Penalty: 959.169922
	Iteration 64Q: 3 clusters Score -1628930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1628932.375000 Penalty: 959.169922
	Iteration 65Q: 3 clusters Score -1628932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1628930.750000 Penalty: 959.169922
	Iteration 66Q: 3 clusters Score -1628931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1628933.125000 Penalty: 959.169922
	Iteration 67Q: 3 clusters Score -1628933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1628933.375000 Penalty: 959.169922
	Iteration 68Q: 3 clusters Score -1628933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1628933.500000 Penalty: 959.169922
	Iteration 69Q: 3 clusters Score -1628934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1628933.375000 Penalty: 959.169922
	Iteration 70Q: 3 clusters Score -1628933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1628934.750000 Penalty: 959.169922
	Iteration 71Q: 3 clusters Score -1628935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1628936.750000 Penalty: 959.169922
	Iteration 72Q: 3 clusters Score -1628937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1628936.375000 Penalty: 959.169922
	Iteration 73Q: 3 clusters Score -1628936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1628937.750000 Penalty: 959.169922
	Iteration 74Q: 3 clusters Score -1628938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1628937.875000 Penalty: 959.169922
	Iteration 75Q: 3 clusters Score -1628938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1628938.125000 Penalty: 959.169922
	Iteration 76Q: 3 clusters Score -1628938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1628939.500000 Penalty: 959.169922
	Iteration 77Q: 3 clusters Score -1628940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1628941.125000 Penalty: 959.169922
	Iteration 78Q: 3 clusters Score -1628941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1628943.000000 Penalty: 959.169922
	Iteration 79Q: 3 clusters Score -1628943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1628941.750000 Penalty: 959.169922
	Iteration 80F: 3 clusters Score -1628942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1628943.250000 Penalty: 959.169922
	Iteration 81Q: 3 clusters Score -1628943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1628944.750000 Penalty: 959.169922
	Iteration 82Q: 3 clusters Score -1628945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1628944.750000 Penalty: 959.169922
	Iteration 83F: 3 clusters Score -1628945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Entering Unmasked Estep 
Score: -135995.343750 Penalty: 371.485229
	Iteration 0F: 2 clusters Score -135995.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -133540.125000 Penalty: 742.970459
	Iteration 0F: 3 clusters Score -133540.1 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -134383.875000 Penalty: 742.970459
	Iteration 1F: 3 clusters Score -134383.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -134487.687500 Penalty: 742.970459
	Iteration 2F: 3 clusters Score -134487.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -134582.515625 Penalty: 742.970459
	Iteration 3F: 3 clusters Score -134582.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -134709.343750 Penalty: 742.970459
	Iteration 4F: 3 clusters Score -134709.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -134876.078125 Penalty: 742.970459
	Iteration 5F: 3 clusters Score -134876.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -135061.296875 Penalty: 742.970459
	Iteration 6F: 3 clusters Score -135061.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -135245.437500 Penalty: 742.970459
	Iteration 7F: 3 clusters Score -135245.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -135395.312500 Penalty: 742.970459
	Iteration 8F: 3 clusters Score -135395.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -135463.531250 Penalty: 742.970459
	Iteration 9Q: 3 clusters Score -135463.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -135509.765625 Penalty: 742.970459
	Iteration 10Q: 3 clusters Score -135509.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -135557.046875 Penalty: 742.970459
	Iteration 11Q: 3 clusters Score -135557 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -135599.812500 Penalty: 742.970459
	Iteration 12Q: 3 clusters Score -135599.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -135642.453125 Penalty: 742.970459
	Iteration 13Q: 3 clusters Score -135642.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -135665.812500 Penalty: 742.970459
	Iteration 14Q: 3 clusters Score -135665.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -135683.593750 Penalty: 742.970459
	Iteration 15Q: 3 clusters Score -135683.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -135697.265625 Penalty: 742.970459
	Iteration 16Q: 3 clusters Score -135697.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -135711.828125 Penalty: 742.970459
	Iteration 17Q: 3 clusters Score -135711.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -135718.578125 Penalty: 742.970459
	Iteration 18Q: 3 clusters Score -135718.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -135722.531250 Penalty: 742.970459
	Iteration 19Q: 3 clusters Score -135722.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -135730.234375 Penalty: 742.970459
	Iteration 20F: 3 clusters Score -135730.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -135734.562500 Penalty: 742.970459
	Iteration 21Q: 3 clusters Score -135734.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -135737.312500 Penalty: 742.970459
	Iteration 22Q: 3 clusters Score -135737.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -135738.359375 Penalty: 742.970459
	Iteration 23Q: 3 clusters Score -135738.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -135741.359375 Penalty: 742.970459
	Iteration 24Q: 3 clusters Score -135741.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -135743.453125 Penalty: 742.970459
	Iteration 25Q: 3 clusters Score -135743.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -135746.312500 Penalty: 742.970459
	Iteration 26Q: 3 clusters Score -135746.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -135747.687500 Penalty: 742.970459
	Iteration 27Q: 3 clusters Score -135747.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -135748.359375 Penalty: 742.970459
	Iteration 28Q: 3 clusters Score -135748.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -135749.078125 Penalty: 742.970459
	Iteration 29Q: 3 clusters Score -135749.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -135749.187500 Penalty: 742.970459
	Iteration 30Q: 3 clusters Score -135749.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -135749.250000 Penalty: 742.970459
	Iteration 31Q: 3 clusters Score -135749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -135749.484375 Penalty: 742.970459
	Iteration 32Q: 3 clusters Score -135749.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -135749.437500 Penalty: 742.970459
	Iteration 33Q: 3 clusters Score -135749.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -135749.437500 Penalty: 742.970459
	Iteration 34F: 3 clusters Score -135749.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Entering Unmasked Estep 
Score: -50756.433594 Penalty: 331.677277
	Iteration 0F: 2 clusters Score -50756.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -49651.023438 Penalty: 663.354553
	Iteration 0F: 3 clusters Score -49651.02 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -50102.441406 Penalty: 663.354553
	Iteration 1F: 3 clusters Score -50102.44 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -50210.433594 Penalty: 663.354553
	Iteration 2F: 3 clusters Score -50210.43 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -50288.527344 Penalty: 663.354553
	Iteration 3F: 3 clusters Score -50288.53 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -50340.289062 Penalty: 663.354553
	Iteration 4Q: 3 clusters Score -50340.29 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -50384.929688 Penalty: 663.354553
	Iteration 5Q: 3 clusters Score -50384.93 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -50429.609375 Penalty: 663.354553
	Iteration 6Q: 3 clusters Score -50429.61 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -50478.027344 Penalty: 663.354553
	Iteration 7Q: 3 clusters Score -50478.03 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -50524.621094 Penalty: 663.354553
	Iteration 8Q: 3 clusters Score -50524.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -50552.359375 Penalty: 663.354553
	Iteration 9Q: 3 clusters Score -50552.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -50569.320312 Penalty: 663.354553
	Iteration 10Q: 3 clusters Score -50569.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -50583.378906 Penalty: 663.354553
	Iteration 11Q: 3 clusters Score -50583.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -50600.757812 Penalty: 663.354553
	Iteration 12Q: 3 clusters Score -50600.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -50623.417969 Penalty: 663.354553
	Iteration 13Q: 3 clusters Score -50623.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -50644.660156 Penalty: 663.354553
	Iteration 14Q: 3 clusters Score -50644.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -50657.316406 Penalty: 663.354553
	Iteration 15Q: 3 clusters Score -50657.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -50663.667969 Penalty: 663.354553
	Iteration 16Q: 3 clusters Score -50663.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -50668.238281 Penalty: 663.354553
	Iteration 17Q: 3 clusters Score -50668.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -50675.964844 Penalty: 663.354553
	Iteration 18Q: 3 clusters Score -50675.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -50683.285156 Penalty: 663.354553
	Iteration 19Q: 3 clusters Score -50683.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -50685.042969 Penalty: 663.354553
	Iteration 20F: 3 clusters Score -50685.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -50687.511719 Penalty: 663.354553
	Iteration 21Q: 3 clusters Score -50687.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -50692.628906 Penalty: 663.354553
	Iteration 22Q: 3 clusters Score -50692.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -50696.023438 Penalty: 663.354553
	Iteration 23Q: 3 clusters Score -50696.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -50696.738281 Penalty: 663.354553
	Iteration 24Q: 3 clusters Score -50696.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -50697.332031 Penalty: 663.354553
	Iteration 25Q: 3 clusters Score -50697.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -50698.121094 Penalty: 663.354553
	Iteration 26Q: 3 clusters Score -50698.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -50699.828125 Penalty: 663.354553
	Iteration 27Q: 3 clusters Score -50699.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -50701.199219 Penalty: 663.354553
	Iteration 28Q: 3 clusters Score -50701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50701.964844 Penalty: 663.354553
	Iteration 29Q: 3 clusters Score -50701.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50701.964844 Penalty: 663.354553
	Iteration 30F: 3 clusters Score -50701.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -35720.964844 Penalty: 316.174835
	Iteration 0F: 2 clusters Score -35720.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -34875.968750 Penalty: 632.349670
	Iteration 0F: 3 clusters Score -34875.97 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -35273.992188 Penalty: 632.349670
	Iteration 1F: 3 clusters Score -35273.99 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -35432.257812 Penalty: 632.349670
	Iteration 2F: 3 clusters Score -35432.26 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -35593.308594 Penalty: 632.349670
	Iteration 3F: 3 clusters Score -35593.31 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -35704.746094 Penalty: 632.349670
	Iteration 4F: 3 clusters Score -35704.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -35752.886719 Penalty: 632.349670
	Iteration 5Q: 3 clusters Score -35752.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -35768.160156 Penalty: 632.349670
	Iteration 6Q: 3 clusters Score -35768.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -35777.375000 Penalty: 632.349670
	Iteration 7Q: 3 clusters Score -35777.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -35789.113281 Penalty: 632.349670
	Iteration 8Q: 3 clusters Score -35789.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -35799.222656 Penalty: 632.349670
	Iteration 9Q: 3 clusters Score -35799.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -35805.332031 Penalty: 632.349670
	Iteration 10Q: 3 clusters Score -35805.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -35808.695312 Penalty: 632.349670
	Iteration 11Q: 3 clusters Score -35808.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -35809.781250 Penalty: 632.349670
	Iteration 12Q: 3 clusters Score -35809.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -35809.781250 Penalty: 632.349670
	Iteration 13F: 3 clusters Score -35809.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 157639 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 6540 members 
Mstep: Class 12 contains 26559 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 7271 members 
Mstep: Class 15 contains 300071 members 
Mstep: Class 16 contains 60626 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 5240 members 
Mstep: Class 22 contains 18150 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1954 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 37810 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 505 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 26297 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 960 members 
Mstep: Class 42 contains 1538 members 
Mstep: Class 43 contains 2015 members 
Mstep: Class 44 contains 713 members 
Mstep: Class 45 contains 537 members 
Entering Unmasked Estep 
Score: -28351704.000000 Penalty: 27642.884766
Splitting cluster 33 changes total score from -28351870.000000 to -28351704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Entering Unmasked Estep 
Score: -45311.292969 Penalty: 324.273529
	Iteration 0F: 2 clusters Score -45311.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -44364.640625 Penalty: 648.547058
	Iteration 0F: 3 clusters Score -44364.64 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -44693.527344 Penalty: 648.547058
	Iteration 1F: 3 clusters Score -44693.53 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -44787.902344 Penalty: 648.547058
	Iteration 2F: 3 clusters Score -44787.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -44878.273438 Penalty: 648.547058
	Iteration 3F: 3 clusters Score -44878.27 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -44935.152344 Penalty: 648.547058
	Iteration 4F: 3 clusters Score -44935.15 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -44978.992188 Penalty: 648.547058
	Iteration 5Q: 3 clusters Score -44978.99 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -45007.207031 Penalty: 648.547058
	Iteration 6Q: 3 clusters Score -45007.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -45026.054688 Penalty: 648.547058
	Iteration 7Q: 3 clusters Score -45026.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -45034.023438 Penalty: 648.547058
	Iteration 8Q: 3 clusters Score -45034.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -45044.046875 Penalty: 648.547058
	Iteration 9Q: 3 clusters Score -45044.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -45053.289062 Penalty: 648.547058
	Iteration 10Q: 3 clusters Score -45053.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -45063.441406 Penalty: 648.547058
	Iteration 11Q: 3 clusters Score -45063.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -45071.609375 Penalty: 648.547058
	Iteration 12Q: 3 clusters Score -45071.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -45076.636719 Penalty: 648.547058
	Iteration 13Q: 3 clusters Score -45076.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -45083.203125 Penalty: 648.547058
	Iteration 14Q: 3 clusters Score -45083.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -45087.558594 Penalty: 648.547058
	Iteration 15Q: 3 clusters Score -45087.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -45092.585938 Penalty: 648.547058
	Iteration 16Q: 3 clusters Score -45092.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -45097.062500 Penalty: 648.547058
	Iteration 17Q: 3 clusters Score -45097.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -45100.808594 Penalty: 648.547058
	Iteration 18Q: 3 clusters Score -45100.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -45104.710938 Penalty: 648.547058
	Iteration 19Q: 3 clusters Score -45104.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -45107.781250 Penalty: 648.547058
	Iteration 20F: 3 clusters Score -45107.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -45109.148438 Penalty: 648.547058
	Iteration 21Q: 3 clusters Score -45109.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -45110.058594 Penalty: 648.547058
	Iteration 22Q: 3 clusters Score -45110.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -45110.058594 Penalty: 648.547058
	Iteration 23F: 3 clusters Score -45110.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -36978.417969 Penalty: 315.647797
	Iteration 0F: 2 clusters Score -36978.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -36173.671875 Penalty: 631.295593
	Iteration 0F: 3 clusters Score -36173.67 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -36478.449219 Penalty: 631.295593
	Iteration 1F: 3 clusters Score -36478.45 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -36598.367188 Penalty: 631.295593
	Iteration 2F: 3 clusters Score -36598.37 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -36664.984375 Penalty: 631.295593
	Iteration 3F: 3 clusters Score -36664.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -36702.847656 Penalty: 631.295593
	Iteration 4Q: 3 clusters Score -36702.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -36721.707031 Penalty: 631.295593
	Iteration 5Q: 3 clusters Score -36721.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -36732.234375 Penalty: 631.295593
	Iteration 6Q: 3 clusters Score -36732.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -36742.492188 Penalty: 631.295593
	Iteration 7Q: 3 clusters Score -36742.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -36762.335938 Penalty: 631.295593
	Iteration 8Q: 3 clusters Score -36762.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -36776.500000 Penalty: 631.295593
	Iteration 9Q: 3 clusters Score -36776.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -36798.781250 Penalty: 631.295593
	Iteration 10Q: 3 clusters Score -36798.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -36817.828125 Penalty: 631.295593
	Iteration 11Q: 3 clusters Score -36817.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -36831.847656 Penalty: 631.295593
	Iteration 12Q: 3 clusters Score -36831.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -36841.933594 Penalty: 631.295593
	Iteration 13Q: 3 clusters Score -36841.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -36844.070312 Penalty: 631.295593
	Iteration 14Q: 3 clusters Score -36844.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -36847.496094 Penalty: 631.295593
	Iteration 15Q: 3 clusters Score -36847.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -36852.894531 Penalty: 631.295593
	Iteration 16Q: 3 clusters Score -36852.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -36857.062500 Penalty: 631.295593
	Iteration 17Q: 3 clusters Score -36857.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -36860.828125 Penalty: 631.295593
	Iteration 18Q: 3 clusters Score -36860.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -36861.972656 Penalty: 631.295593
	Iteration 19Q: 3 clusters Score -36861.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -36863.093750 Penalty: 631.295593
	Iteration 20F: 3 clusters Score -36863.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -36863.175781 Penalty: 631.295593
	Iteration 21Q: 3 clusters Score -36863.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -36863.175781 Penalty: 631.295593
	Iteration 22F: 3 clusters Score -36863.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -24333.021484 Penalty: 293.280243
	Iteration 0F: 2 clusters Score -24333.02 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 314 members 
Entering Unmasked Estep 
Score: -23755.167969 Penalty: 586.560486
	Iteration 0F: 3 clusters Score -23755.17 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -23872.152344 Penalty: 586.560486
	Iteration 1F: 3 clusters Score -23872.15 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -23906.345703 Penalty: 586.560486
	Iteration 2F: 3 clusters Score -23906.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -23933.369141 Penalty: 586.560486
	Iteration 3F: 3 clusters Score -23933.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -23955.898438 Penalty: 586.560486
	Iteration 4Q: 3 clusters Score -23955.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -23967.371094 Penalty: 586.560486
	Iteration 5Q: 3 clusters Score -23967.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23976.623047 Penalty: 586.560486
	Iteration 6Q: 3 clusters Score -23976.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -23985.621094 Penalty: 586.560486
	Iteration 7Q: 3 clusters Score -23985.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23988.005859 Penalty: 586.560486
	Iteration 8Q: 3 clusters Score -23988.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23991.613281 Penalty: 586.560486
	Iteration 9Q: 3 clusters Score -23991.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -23993.316406 Penalty: 586.560486
	Iteration 10Q: 3 clusters Score -23993.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23995.458984 Penalty: 586.560486
	Iteration 11Q: 3 clusters Score -23995.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -23996.664062 Penalty: 586.560486
	Iteration 12Q: 3 clusters Score -23996.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -23997.513672 Penalty: 586.560486
	Iteration 13Q: 3 clusters Score -23997.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -23997.628906 Penalty: 586.560486
	Iteration 14Q: 3 clusters Score -23997.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -23997.628906 Penalty: 586.560486
	Iteration 15F: 3 clusters Score -23997.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -158178.390625 Penalty: 377.151184
	Iteration 0F: 2 clusters Score -158178.4 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 1969 members 
Entering Unmasked Estep 
Score: -155450.421875 Penalty: 754.302368
	Iteration 0F: 3 clusters Score -155450.4 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -156512.296875 Penalty: 754.302368
	Iteration 1F: 3 clusters Score -156512.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -156674.531250 Penalty: 754.302368
	Iteration 2F: 3 clusters Score -156674.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -156829.390625 Penalty: 754.302368
	Iteration 3F: 3 clusters Score -156829.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -156975.234375 Penalty: 754.302368
	Iteration 4F: 3 clusters Score -156975.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -157116.921875 Penalty: 754.302368
	Iteration 5F: 3 clusters Score -157116.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -157226.906250 Penalty: 754.302368
	Iteration 6Q: 3 clusters Score -157226.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -157296.000000 Penalty: 754.302368
	Iteration 7Q: 3 clusters Score -157296 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -157329.187500 Penalty: 754.302368
	Iteration 8Q: 3 clusters Score -157329.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -157348.218750 Penalty: 754.302368
	Iteration 9Q: 3 clusters Score -157348.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -157362.156250 Penalty: 754.302368
	Iteration 10Q: 3 clusters Score -157362.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -157371.625000 Penalty: 754.302368
	Iteration 11Q: 3 clusters Score -157371.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -157380.390625 Penalty: 754.302368
	Iteration 12Q: 3 clusters Score -157380.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -157389.453125 Penalty: 754.302368
	Iteration 13Q: 3 clusters Score -157389.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -157399.953125 Penalty: 754.302368
	Iteration 14Q: 3 clusters Score -157400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -157410.781250 Penalty: 754.302368
	Iteration 15Q: 3 clusters Score -157410.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -157422.515625 Penalty: 754.302368
	Iteration 16Q: 3 clusters Score -157422.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -157436.859375 Penalty: 754.302368
	Iteration 17Q: 3 clusters Score -157436.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -157455.937500 Penalty: 754.302368
	Iteration 18Q: 3 clusters Score -157455.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -157477.703125 Penalty: 754.302368
	Iteration 19Q: 3 clusters Score -157477.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -157498.734375 Penalty: 754.302368
	Iteration 20F: 3 clusters Score -157498.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -157527.796875 Penalty: 754.302368
	Iteration 21Q: 3 clusters Score -157527.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -157562.890625 Penalty: 754.302368
	Iteration 22Q: 3 clusters Score -157562.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -157604.171875 Penalty: 754.302368
	Iteration 23Q: 3 clusters Score -157604.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -157644.421875 Penalty: 754.302368
	Iteration 24Q: 3 clusters Score -157644.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -157677.593750 Penalty: 754.302368
	Iteration 25Q: 3 clusters Score -157677.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -157704.125000 Penalty: 754.302368
	Iteration 26Q: 3 clusters Score -157704.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -157729.015625 Penalty: 754.302368
	Iteration 27Q: 3 clusters Score -157729 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -157753.671875 Penalty: 754.302368
	Iteration 28Q: 3 clusters Score -157753.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -157771.281250 Penalty: 754.302368
	Iteration 29Q: 3 clusters Score -157771.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -157793.468750 Penalty: 754.302368
	Iteration 30Q: 3 clusters Score -157793.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -157812.625000 Penalty: 754.302368
	Iteration 31Q: 3 clusters Score -157812.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -157822.828125 Penalty: 754.302368
	Iteration 32Q: 3 clusters Score -157822.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -157833.593750 Penalty: 754.302368
	Iteration 33Q: 3 clusters Score -157833.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -157839.421875 Penalty: 754.302368
	Iteration 34Q: 3 clusters Score -157839.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -157843.671875 Penalty: 754.302368
	Iteration 35Q: 3 clusters Score -157843.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -157849.078125 Penalty: 754.302368
	Iteration 36Q: 3 clusters Score -157849.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -157852.546875 Penalty: 754.302368
	Iteration 37Q: 3 clusters Score -157852.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -157855.843750 Penalty: 754.302368
	Iteration 38Q: 3 clusters Score -157855.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -157859.203125 Penalty: 754.302368
	Iteration 39Q: 3 clusters Score -157859.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -157861.375000 Penalty: 754.302368
	Iteration 40F: 3 clusters Score -157861.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -157863.437500 Penalty: 754.302368
	Iteration 41Q: 3 clusters Score -157863.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -157867.312500 Penalty: 754.302368
	Iteration 42Q: 3 clusters Score -157867.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -157872.187500 Penalty: 754.302368
	Iteration 43Q: 3 clusters Score -157872.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -157881.421875 Penalty: 754.302368
	Iteration 44Q: 3 clusters Score -157881.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -157889.015625 Penalty: 754.302368
	Iteration 45Q: 3 clusters Score -157889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -157893.609375 Penalty: 754.302368
	Iteration 46Q: 3 clusters Score -157893.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -157894.437500 Penalty: 754.302368
	Iteration 47Q: 3 clusters Score -157894.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -157895.125000 Penalty: 754.302368
	Iteration 48Q: 3 clusters Score -157895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -157896.343750 Penalty: 754.302368
	Iteration 49Q: 3 clusters Score -157896.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -157897.171875 Penalty: 754.302368
	Iteration 50Q: 3 clusters Score -157897.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -157897.437500 Penalty: 754.302368
	Iteration 51Q: 3 clusters Score -157897.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -157897.437500 Penalty: 754.302368
	Iteration 52F: 3 clusters Score -157897.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Entering Unmasked Estep 
Score: -1005955.625000 Penalty: 463.063049
	Iteration 0F: 2 clusters Score -1005956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -988598.875000 Penalty: 926.126099
	Iteration 0F: 3 clusters Score -988598.9 nChanged 12526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -995945.312500 Penalty: 926.126099
	Iteration 1F: 3 clusters Score -995945.3 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -996441.500000 Penalty: 926.126099
	Iteration 2Q: 3 clusters Score -996441.5 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -997112.062500 Penalty: 926.126099
	Iteration 3F: 3 clusters Score -997112.1 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -998031.250000 Penalty: 926.126099
	Iteration 4F: 3 clusters Score -998031.2 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -999203.812500 Penalty: 926.126099
	Iteration 5F: 3 clusters Score -999203.8 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1000489.750000 Penalty: 926.126099
	Iteration 6F: 3 clusters Score -1000490 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1001744.875000 Penalty: 926.126099
	Iteration 7F: 3 clusters Score -1001745 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1002705.187500 Penalty: 926.126099
	Iteration 8Q: 3 clusters Score -1002705 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1003437.250000 Penalty: 926.126099
	Iteration 9Q: 3 clusters Score -1003437 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1003963.625000 Penalty: 926.126099
	Iteration 10Q: 3 clusters Score -1003964 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1004360.437500 Penalty: 926.126099
	Iteration 11Q: 3 clusters Score -1004360 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1004620.937500 Penalty: 926.126099
	Iteration 12Q: 3 clusters Score -1004621 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1004807.375000 Penalty: 926.126099
	Iteration 13Q: 3 clusters Score -1004807 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1004951.312500 Penalty: 926.126099
	Iteration 14Q: 3 clusters Score -1004951 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1005079.062500 Penalty: 926.126099
	Iteration 15Q: 3 clusters Score -1005079 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1005194.687500 Penalty: 926.126099
	Iteration 16Q: 3 clusters Score -1005195 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1005280.812500 Penalty: 926.126099
	Iteration 17Q: 3 clusters Score -1005281 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1005355.500000 Penalty: 926.126099
	Iteration 18Q: 3 clusters Score -1005356 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1005411.812500 Penalty: 926.126099
	Iteration 19Q: 3 clusters Score -1005412 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1005446.187500 Penalty: 926.126099
	Iteration 20F: 3 clusters Score -1005446 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1005479.062500 Penalty: 926.126099
	Iteration 21Q: 3 clusters Score -1005479 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1005510.562500 Penalty: 926.126099
	Iteration 22Q: 3 clusters Score -1005511 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1005534.250000 Penalty: 926.126099
	Iteration 23Q: 3 clusters Score -1005534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1005550.375000 Penalty: 926.126099
	Iteration 24Q: 3 clusters Score -1005550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1005570.437500 Penalty: 926.126099
	Iteration 25Q: 3 clusters Score -1005570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1005580.500000 Penalty: 926.126099
	Iteration 26Q: 3 clusters Score -1005580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1005594.875000 Penalty: 926.126099
	Iteration 27Q: 3 clusters Score -1005595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1005605.625000 Penalty: 926.126099
	Iteration 28Q: 3 clusters Score -1005606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1005614.875000 Penalty: 926.126099
	Iteration 29Q: 3 clusters Score -1005615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1005624.187500 Penalty: 926.126099
	Iteration 30Q: 3 clusters Score -1005624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1005630.375000 Penalty: 926.126099
	Iteration 31Q: 3 clusters Score -1005630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1005636.000000 Penalty: 926.126099
	Iteration 32Q: 3 clusters Score -1005636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1005636.000000 Penalty: 926.126099
	Iteration 33Q: 3 clusters Score -1005636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1005639.250000 Penalty: 926.126099
	Iteration 34Q: 3 clusters Score -1005639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1005641.750000 Penalty: 926.126099
	Iteration 35Q: 3 clusters Score -1005642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1005645.250000 Penalty: 926.126099
	Iteration 36Q: 3 clusters Score -1005645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1005645.625000 Penalty: 926.126099
	Iteration 37Q: 3 clusters Score -1005646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1005645.625000 Penalty: 926.126099
	Iteration 38F: 3 clusters Score -1005646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -5103.468750 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -5103.469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4867.980469 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -4867.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4936.427734 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -4936.428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -4965.479004 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -4965.479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -4987.018555 Penalty: 473.564606
	Iteration 3F: 3 clusters Score -4987.019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -4997.408203 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -4997.408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5004.304688 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -5004.305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -5006.857422 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -5006.857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -5008.521973 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -5008.522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5010.626953 Penalty: 473.564606
	Iteration 8Q: 3 clusters Score -5010.627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5013.184570 Penalty: 473.564606
	Iteration 9Q: 3 clusters Score -5013.185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -5013.825684 Penalty: 473.564606
	Iteration 10Q: 3 clusters Score -5013.826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -5013.825684 Penalty: 473.564606
	Iteration 11F: 3 clusters Score -5013.826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -105835.406250 Penalty: 358.387054
	Iteration 0F: 2 clusters Score -105835.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -104003.210938 Penalty: 716.774109
	Iteration 0F: 3 clusters Score -104003.2 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -104685.539062 Penalty: 716.774109
	Iteration 1F: 3 clusters Score -104685.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -104816.046875 Penalty: 716.774109
	Iteration 2F: 3 clusters Score -104816 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -104941.351562 Penalty: 716.774109
	Iteration 3F: 3 clusters Score -104941.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -105053.093750 Penalty: 716.774109
	Iteration 4F: 3 clusters Score -105053.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -105129.718750 Penalty: 716.774109
	Iteration 5F: 3 clusters Score -105129.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -105199.070312 Penalty: 716.774109
	Iteration 6Q: 3 clusters Score -105199.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -105250.867188 Penalty: 716.774109
	Iteration 7Q: 3 clusters Score -105250.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -105288.460938 Penalty: 716.774109
	Iteration 8Q: 3 clusters Score -105288.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -105317.289062 Penalty: 716.774109
	Iteration 9Q: 3 clusters Score -105317.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -105338.781250 Penalty: 716.774109
	Iteration 10Q: 3 clusters Score -105338.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -105356.968750 Penalty: 716.774109
	Iteration 11Q: 3 clusters Score -105357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -105374.031250 Penalty: 716.774109
	Iteration 12Q: 3 clusters Score -105374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -105395.757812 Penalty: 716.774109
	Iteration 13Q: 3 clusters Score -105395.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -105411.539062 Penalty: 716.774109
	Iteration 14Q: 3 clusters Score -105411.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -105424.710938 Penalty: 716.774109
	Iteration 15Q: 3 clusters Score -105424.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -105440.156250 Penalty: 716.774109
	Iteration 16Q: 3 clusters Score -105440.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -105456.367188 Penalty: 716.774109
	Iteration 17Q: 3 clusters Score -105456.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -105476.281250 Penalty: 716.774109
	Iteration 18Q: 3 clusters Score -105476.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -105494.968750 Penalty: 716.774109
	Iteration 19Q: 3 clusters Score -105495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -105505.218750 Penalty: 716.774109
	Iteration 20F: 3 clusters Score -105505.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -105516.585938 Penalty: 716.774109
	Iteration 21Q: 3 clusters Score -105516.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -105532.210938 Penalty: 716.774109
	Iteration 22Q: 3 clusters Score -105532.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -105537.820312 Penalty: 716.774109
	Iteration 23Q: 3 clusters Score -105537.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -105542.367188 Penalty: 716.774109
	Iteration 24Q: 3 clusters Score -105542.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -105546.703125 Penalty: 716.774109
	Iteration 25Q: 3 clusters Score -105546.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -105548.648438 Penalty: 716.774109
	Iteration 26Q: 3 clusters Score -105548.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -105548.648438 Penalty: 716.774109
	Iteration 27F: 3 clusters Score -105548.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Entering Unmasked Estep 
Score: -37607.667969 Penalty: 312.445465
	Iteration 0F: 2 clusters Score -37607.67 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 479 members 
Entering Unmasked Estep 
Score: -36821.535156 Penalty: 624.890930
	Iteration 0F: 3 clusters Score -36821.54 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -37031.375000 Penalty: 624.890930
	Iteration 1F: 3 clusters Score -37031.38 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -37080.343750 Penalty: 624.890930
	Iteration 2F: 3 clusters Score -37080.34 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -37110.902344 Penalty: 624.890930
	Iteration 3Q: 3 clusters Score -37110.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -37136.558594 Penalty: 624.890930
	Iteration 4Q: 3 clusters Score -37136.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -37160.019531 Penalty: 624.890930
	Iteration 5Q: 3 clusters Score -37160.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -37174.898438 Penalty: 624.890930
	Iteration 6Q: 3 clusters Score -37174.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -37188.800781 Penalty: 624.890930
	Iteration 7Q: 3 clusters Score -37188.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -37198.710938 Penalty: 624.890930
	Iteration 8Q: 3 clusters Score -37198.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -37211.863281 Penalty: 624.890930
	Iteration 9Q: 3 clusters Score -37211.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37226.656250 Penalty: 624.890930
	Iteration 10Q: 3 clusters Score -37226.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -37237.847656 Penalty: 624.890930
	Iteration 11Q: 3 clusters Score -37237.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -37244.992188 Penalty: 624.890930
	Iteration 12Q: 3 clusters Score -37244.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37251.769531 Penalty: 624.890930
	Iteration 13Q: 3 clusters Score -37251.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37261.156250 Penalty: 624.890930
	Iteration 14Q: 3 clusters Score -37261.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -37265.394531 Penalty: 624.890930
	Iteration 15Q: 3 clusters Score -37265.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -37269.484375 Penalty: 624.890930
	Iteration 16Q: 3 clusters Score -37269.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37276.828125 Penalty: 624.890930
	Iteration 17Q: 3 clusters Score -37276.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37283.238281 Penalty: 624.890930
	Iteration 18Q: 3 clusters Score -37283.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -37289.773438 Penalty: 624.890930
	Iteration 19Q: 3 clusters Score -37289.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -37294.273438 Penalty: 624.890930
	Iteration 20F: 3 clusters Score -37294.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37295.843750 Penalty: 624.890930
	Iteration 21Q: 3 clusters Score -37295.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37297.898438 Penalty: 624.890930
	Iteration 22Q: 3 clusters Score -37297.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37299.550781 Penalty: 624.890930
	Iteration 23Q: 3 clusters Score -37299.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37301.425781 Penalty: 624.890930
	Iteration 24Q: 3 clusters Score -37301.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37302.332031 Penalty: 624.890930
	Iteration 25Q: 3 clusters Score -37302.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37302.332031 Penalty: 624.890930
	Iteration 26F: 3 clusters Score -37302.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Entering Unmasked Estep 
Score: -61143.281250 Penalty: 333.889832
	Iteration 0F: 2 clusters Score -61143.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -59998.429688 Penalty: 667.779663
	Iteration 0F: 3 clusters Score -59998.43 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -60401.410156 Penalty: 667.779663
	Iteration 1F: 3 clusters Score -60401.41 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -60527.757812 Penalty: 667.779663
	Iteration 2F: 3 clusters Score -60527.76 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -60609.363281 Penalty: 667.779663
	Iteration 3F: 3 clusters Score -60609.36 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60655.562500 Penalty: 667.779663
	Iteration 4Q: 3 clusters Score -60655.56 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60701.289062 Penalty: 667.779663
	Iteration 5Q: 3 clusters Score -60701.29 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60736.644531 Penalty: 667.779663
	Iteration 6Q: 3 clusters Score -60736.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -60758.441406 Penalty: 667.779663
	Iteration 7Q: 3 clusters Score -60758.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60771.988281 Penalty: 667.779663
	Iteration 8Q: 3 clusters Score -60771.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60778.808594 Penalty: 667.779663
	Iteration 9Q: 3 clusters Score -60778.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -60784.707031 Penalty: 667.779663
	Iteration 10Q: 3 clusters Score -60784.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60793.566406 Penalty: 667.779663
	Iteration 11Q: 3 clusters Score -60793.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -60807.046875 Penalty: 667.779663
	Iteration 12Q: 3 clusters Score -60807.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -60815.570312 Penalty: 667.779663
	Iteration 13Q: 3 clusters Score -60815.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -60819.324219 Penalty: 667.779663
	Iteration 14Q: 3 clusters Score -60819.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -60822.082031 Penalty: 667.779663
	Iteration 15Q: 3 clusters Score -60822.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -60823.550781 Penalty: 667.779663
	Iteration 16Q: 3 clusters Score -60823.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -60824.902344 Penalty: 667.779663
	Iteration 17Q: 3 clusters Score -60824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -60826.332031 Penalty: 667.779663
	Iteration 18Q: 3 clusters Score -60826.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -60826.867188 Penalty: 667.779663
	Iteration 19Q: 3 clusters Score -60826.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -60827.019531 Penalty: 667.779663
	Iteration 20F: 3 clusters Score -60827.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Entering Unmasked Estep 
Score: -80490.867188 Penalty: 346.181030
	Iteration 0F: 2 clusters Score -80490.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -79050.726562 Penalty: 692.362061
	Iteration 0F: 3 clusters Score -79050.73 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -79510.523438 Penalty: 692.362061
	Iteration 1F: 3 clusters Score -79510.52 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -79589.445312 Penalty: 692.362061
	Iteration 2F: 3 clusters Score -79589.45 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -79675.648438 Penalty: 692.362061
	Iteration 3F: 3 clusters Score -79675.65 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -79747.328125 Penalty: 692.362061
	Iteration 4F: 3 clusters Score -79747.33 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -79804.023438 Penalty: 692.362061
	Iteration 5F: 3 clusters Score -79804.02 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -79856.476562 Penalty: 692.362061
	Iteration 6Q: 3 clusters Score -79856.48 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -79907.851562 Penalty: 692.362061
	Iteration 7Q: 3 clusters Score -79907.85 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -79946.210938 Penalty: 692.362061
	Iteration 8Q: 3 clusters Score -79946.21 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -79981.984375 Penalty: 692.362061
	Iteration 9Q: 3 clusters Score -79981.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -80011.484375 Penalty: 692.362061
	Iteration 10Q: 3 clusters Score -80011.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -80030.007812 Penalty: 692.362061
	Iteration 11Q: 3 clusters Score -80030.01 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -80056.390625 Penalty: 692.362061
	Iteration 12Q: 3 clusters Score -80056.39 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -80090.304688 Penalty: 692.362061
	Iteration 13Q: 3 clusters Score -80090.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -80121.015625 Penalty: 692.362061
	Iteration 14Q: 3 clusters Score -80121.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -80148.609375 Penalty: 692.362061
	Iteration 15Q: 3 clusters Score -80148.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -80165.156250 Penalty: 692.362061
	Iteration 16Q: 3 clusters Score -80165.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -80175.000000 Penalty: 692.362061
	Iteration 17Q: 3 clusters Score -80175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -80182.093750 Penalty: 692.362061
	Iteration 18Q: 3 clusters Score -80182.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -80184.593750 Penalty: 692.362061
	Iteration 19Q: 3 clusters Score -80184.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -80187.101562 Penalty: 692.362061
	Iteration 20F: 3 clusters Score -80187.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -80188.281250 Penalty: 692.362061
	Iteration 21Q: 3 clusters Score -80188.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -80188.507812 Penalty: 692.362061
	Iteration 22Q: 3 clusters Score -80188.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -80189.351562 Penalty: 692.362061
	Iteration 23Q: 3 clusters Score -80189.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -80191.164062 Penalty: 692.362061
	Iteration 24Q: 3 clusters Score -80191.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -80193.234375 Penalty: 692.362061
	Iteration 25Q: 3 clusters Score -80193.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -80194.664062 Penalty: 692.362061
	Iteration 26Q: 3 clusters Score -80194.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -80195.773438 Penalty: 692.362061
	Iteration 27Q: 3 clusters Score -80195.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -80196.750000 Penalty: 692.362061
	Iteration 28Q: 3 clusters Score -80196.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -80197.093750 Penalty: 692.362061
	Iteration 29Q: 3 clusters Score -80197.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -80198.023438 Penalty: 692.362061
	Iteration 30Q: 3 clusters Score -80198.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -80198.171875 Penalty: 692.362061
	Iteration 31Q: 3 clusters Score -80198.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -80198.304688 Penalty: 692.362061
	Iteration 32Q: 3 clusters Score -80198.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -80198.382812 Penalty: 692.362061
	Iteration 33Q: 3 clusters Score -80198.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -80198.382812 Penalty: 692.362061
	Iteration 34F: 3 clusters Score -80198.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -28499.048828 Penalty: 298.911407
	Iteration 0F: 2 clusters Score -28499.05 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 365 members 
Entering Unmasked Estep 
Score: -27855.281250 Penalty: 597.822815
	Iteration 0F: 3 clusters Score -27855.28 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -28020.322266 Penalty: 597.822815
	Iteration 1F: 3 clusters Score -28020.32 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -28050.818359 Penalty: 597.822815
	Iteration 2F: 3 clusters Score -28050.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -28072.447266 Penalty: 597.822815
	Iteration 3F: 3 clusters Score -28072.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -28093.904297 Penalty: 597.822815
	Iteration 4Q: 3 clusters Score -28093.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -28111.423828 Penalty: 597.822815
	Iteration 5Q: 3 clusters Score -28111.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -28125.681641 Penalty: 597.822815
	Iteration 6Q: 3 clusters Score -28125.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -28134.083984 Penalty: 597.822815
	Iteration 7Q: 3 clusters Score -28134.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -28143.023438 Penalty: 597.822815
	Iteration 8Q: 3 clusters Score -28143.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28151.722656 Penalty: 597.822815
	Iteration 9Q: 3 clusters Score -28151.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -28158.228516 Penalty: 597.822815
	Iteration 10Q: 3 clusters Score -28158.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -28161.949219 Penalty: 597.822815
	Iteration 11Q: 3 clusters Score -28161.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -28163.767578 Penalty: 597.822815
	Iteration 12Q: 3 clusters Score -28163.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -28165.195312 Penalty: 597.822815
	Iteration 13Q: 3 clusters Score -28165.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -28166.296875 Penalty: 597.822815
	Iteration 14Q: 3 clusters Score -28166.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -28167.279297 Penalty: 597.822815
	Iteration 15Q: 3 clusters Score -28167.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -28169.646484 Penalty: 597.822815
	Iteration 16Q: 3 clusters Score -28169.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -28171.314453 Penalty: 597.822815
	Iteration 17Q: 3 clusters Score -28171.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -28172.320312 Penalty: 597.822815
	Iteration 18Q: 3 clusters Score -28172.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -28173.611328 Penalty: 597.822815
	Iteration 19Q: 3 clusters Score -28173.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -28173.796875 Penalty: 597.822815
	Iteration 20F: 3 clusters Score -28173.8 nChanged 0
25->45 Clusters: Score -28351870.000000, best is -28358846.000000

Main iterations: 1715 (time per=6275.416819ms)
Total iterations: 68713 (time per=156.627419ms)
Iterations metric 2: 450168291328.000000 (time per=23.907370ns)
Iterations metric 3: 5402054885376.000000 (time per=1992.267771ps)

That took 10762.339844 seconds.
